2022/08/06 22:30:54 - mmengine - INFO - 184378 out of 184378 frames are valid. 2022/08/06 22:31:04 - mmengine - INFO - 50252 out of 50252 frames are valid. Name of parameter - Initialization information backbone.conv1.conv.weight - torch.Size([64, 3, 1, 7, 7]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv1.conv.weight - torch.Size([64, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.downsample.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.0.downsample.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.0.downsample.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.1.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.1.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv1.conv.weight - torch.Size([64, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv2.conv.weight - torch.Size([64, 64, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer1.2.conv3.conv.weight - torch.Size([256, 64, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv3.bn.weight - torch.Size([256]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer1.2.conv3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv1.conv.weight - torch.Size([128, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.downsample.conv.weight - torch.Size([512, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.0.downsample.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.0.downsample.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.1.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.1.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.2.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.2.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv1.conv.weight - torch.Size([128, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv2.conv.weight - torch.Size([128, 128, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer2.3.conv3.conv.weight - torch.Size([512, 128, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv3.bn.weight - torch.Size([512]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer2.3.conv3.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv1.conv.weight - torch.Size([256, 512, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.downsample.conv.weight - torch.Size([1024, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.0.downsample.bn.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.0.downsample.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.1.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.1.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.2.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.2.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.3.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.3.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.4.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.4.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv1.conv.weight - torch.Size([256, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv2.conv.weight - torch.Size([256, 256, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer3.5.conv3.conv.weight - torch.Size([1024, 256, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv3.bn.weight - torch.Size([1024]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer3.5.conv3.bn.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv1.conv.weight - torch.Size([512, 1024, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.downsample.conv.weight - torch.Size([2048, 1024, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.0.downsample.bn.weight - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.0.downsample.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.1.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.1.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv1.conv.weight - torch.Size([512, 2048, 3, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv2.conv.weight - torch.Size([512, 512, 1, 3, 3]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of FastRCNN backbone.layer4.2.conv3.conv.weight - torch.Size([2048, 512, 1, 1, 1]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv3.bn.weight - torch.Size([2048]): Initialized by user-defined `init_weights` in ResNet3dSlowOnly backbone.layer4.2.conv3.bn.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of FastRCNN roi_head.bbox_head.fc_cls.weight - torch.Size([81, 2048]): Initialized by user-defined `init_weights` in BBoxHeadAVA roi_head.bbox_head.fc_cls.bias - torch.Size([81]): Initialized by user-defined `init_weights` in BBoxHeadAVA 2022/08/06 22:31:06 - mmengine - INFO - Load checkpoint from https://download.openmmlab.com/mmaction/recognition/slowonly/slowonly_r50_4x16x1_256e_kinetics400_rgb/slowonly_r50_4x16x1_256e_kinetics400_rgb_20200704-a69556c6.pth 2022/08/06 22:31:06 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/hukai/action/work_dirs/ava_slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb by HardDiskBackend. 2022/08/06 22:32:21 - mmengine - INFO - Epoch(train) [1][20/1441] lr: 2.0000e-02 eta: 1 day, 6:06:00 time: 3.7625 data_time: 3.1197 memory: 44996 grad_norm: 0.7497 recall@thr=0.5: 0.1862 prec@thr=0.5: 0.3298 recall@top3: 0.3706 prec@top3: 0.3333 recall@top5: 0.6897 prec@top5: 0.3362 loss_action_cls: 0.1731 loss: 0.1731 2022/08/06 22:32:30 - mmengine - INFO - Epoch(train) [1][40/1441] lr: 2.0000e-02 eta: 16:41:31 time: 0.4134 data_time: 0.0205 memory: 8503 grad_norm: 0.2831 recall@thr=0.5: 0.3662 prec@thr=0.5: 0.6048 recall@top3: 0.6695 prec@top3: 0.6286 recall@top5: 0.8314 prec@top5: 0.4686 loss_action_cls: 0.1241 loss: 0.1241 2022/08/06 22:32:37 - mmengine - INFO - Epoch(train) [1][60/1441] lr: 2.0000e-02 eta: 12:05:32 time: 0.3650 data_time: 0.0162 memory: 8503 grad_norm: 0.2638 recall@thr=0.5: 0.2952 prec@thr=0.5: 0.5119 recall@top3: 0.5994 prec@top3: 0.5476 recall@top5: 0.9071 prec@top5: 0.4929 loss_action_cls: 0.1267 loss: 0.1267 2022/08/06 22:32:44 - mmengine - INFO - Epoch(train) [1][80/1441] lr: 2.0000e-02 eta: 9:48:08 time: 0.3705 data_time: 0.0191 memory: 8503 grad_norm: 0.2029 recall@thr=0.5: 0.3553 prec@thr=0.5: 0.5351 recall@top3: 0.5110 prec@top3: 0.4912 recall@top5: 0.7500 prec@top5: 0.4211 loss_action_cls: 0.1053 loss: 0.1053 2022/08/06 22:32:52 - mmengine - INFO - Epoch(train) [1][100/1441] lr: 2.0000e-02 eta: 8:27:14 time: 0.3871 data_time: 0.0173 memory: 8503 grad_norm: 0.1990 recall@thr=0.5: 0.2973 prec@thr=0.5: 0.5225 recall@top3: 0.5423 prec@top3: 0.4775 recall@top5: 0.7784 prec@top5: 0.4162 loss_action_cls: 0.1137 loss: 0.1137 2022/08/06 22:33:00 - mmengine - INFO - Epoch(train) [1][120/1441] lr: 2.0000e-02 eta: 7:32:23 time: 0.3761 data_time: 0.0191 memory: 8503 grad_norm: 0.1806 recall@thr=0.5: 0.3188 prec@thr=0.5: 0.5036 recall@top3: 0.5707 prec@top3: 0.5217 recall@top5: 0.8333 prec@top5: 0.4261 loss_action_cls: 0.1028 loss: 0.1028 2022/08/06 22:33:07 - mmengine - INFO - Epoch(train) [1][140/1441] lr: 2.0000e-02 eta: 6:52:28 time: 0.3658 data_time: 0.0175 memory: 8503 grad_norm: 0.2019 recall@thr=0.5: 0.3295 prec@thr=0.5: 0.4773 recall@top3: 0.5364 prec@top3: 0.4545 recall@top5: 0.8705 prec@top5: 0.4364 loss_action_cls: 0.0986 loss: 0.0986 2022/08/06 22:33:15 - mmengine - INFO - Epoch(train) [1][160/1441] lr: 2.0000e-02 eta: 6:23:54 time: 0.3891 data_time: 0.0186 memory: 8503 grad_norm: 0.1824 recall@thr=0.5: 0.3350 prec@thr=0.5: 0.6600 recall@top3: 0.6383 prec@top3: 0.6400 recall@top5: 0.7967 prec@top5: 0.4760 loss_action_cls: 0.1002 loss: 0.1002 2022/08/06 22:33:22 - mmengine - INFO - Epoch(train) [1][180/1441] lr: 2.0000e-02 eta: 6:01:19 time: 0.3830 data_time: 0.0180 memory: 8503 grad_norm: 0.2081 recall@thr=0.5: 0.3135 prec@thr=0.5: 0.4246 recall@top3: 0.6468 prec@top3: 0.5159 recall@top5: 0.8214 prec@top5: 0.3905 loss_action_cls: 0.1051 loss: 0.1051 2022/08/06 22:33:30 - mmengine - INFO - Epoch(train) [1][200/1441] lr: 2.0000e-02 eta: 5:43:37 time: 0.3911 data_time: 0.0191 memory: 8503 grad_norm: 0.2105 recall@thr=0.5: 0.3423 prec@thr=0.5: 0.4957 recall@top3: 0.4919 prec@top3: 0.4017 recall@top5: 0.7662 prec@top5: 0.3538 loss_action_cls: 0.0979 loss: 0.0979 2022/08/06 22:33:38 - mmengine - INFO - Epoch(train) [1][220/1441] lr: 2.0000e-02 eta: 5:27:53 time: 0.3628 data_time: 0.0162 memory: 8503 grad_norm: 0.2102 recall@thr=0.5: 0.4059 prec@thr=0.5: 0.5815 recall@top3: 0.5589 prec@top3: 0.5111 recall@top5: 0.7781 prec@top5: 0.4267 loss_action_cls: 0.0992 loss: 0.0992 2022/08/06 22:33:45 - mmengine - INFO - Epoch(train) [1][240/1441] lr: 2.0000e-02 eta: 5:15:48 time: 0.3894 data_time: 0.0194 memory: 8503 grad_norm: 0.2038 recall@thr=0.5: 0.3444 prec@thr=0.5: 0.5815 recall@top3: 0.5259 prec@top3: 0.4667 recall@top5: 0.7426 prec@top5: 0.4000 loss_action_cls: 0.0964 loss: 0.0964 2022/08/06 22:33:53 - mmengine - INFO - Epoch(train) [1][260/1441] lr: 2.0000e-02 eta: 5:05:44 time: 0.3940 data_time: 0.0173 memory: 8503 grad_norm: 0.1864 recall@thr=0.5: 0.3883 prec@thr=0.5: 0.5871 recall@top3: 0.6515 prec@top3: 0.5909 recall@top5: 0.8561 prec@top5: 0.4682 loss_action_cls: 0.0895 loss: 0.0895 2022/08/06 22:34:01 - mmengine - INFO - Epoch(train) [1][280/1441] lr: 2.0000e-02 eta: 4:56:23 time: 0.3734 data_time: 0.0185 memory: 8503 grad_norm: 0.1694 recall@thr=0.5: 0.4268 prec@thr=0.5: 0.4756 recall@top3: 0.5244 prec@top3: 0.3740 recall@top5: 0.7561 prec@top5: 0.3317 loss_action_cls: 0.1004 loss: 0.1004 2022/08/06 22:34:08 - mmengine - INFO - Epoch(train) [1][300/1441] lr: 2.0000e-02 eta: 4:48:03 time: 0.3668 data_time: 0.0162 memory: 8503 grad_norm: 0.1631 recall@thr=0.5: 0.4860 prec@thr=0.5: 0.6400 recall@top3: 0.6647 prec@top3: 0.5733 recall@top5: 0.8640 prec@top5: 0.4560 loss_action_cls: 0.1077 loss: 0.1077 2022/08/06 22:34:16 - mmengine - INFO - Epoch(train) [1][320/1441] lr: 2.0000e-02 eta: 4:41:40 time: 0.3976 data_time: 0.0209 memory: 8503 grad_norm: 0.2161 recall@thr=0.5: 0.3810 prec@thr=0.5: 0.4714 recall@top3: 0.6333 prec@top3: 0.4952 recall@top5: 0.8810 prec@top5: 0.4229 loss_action_cls: 0.0956 loss: 0.0956 2022/08/06 22:34:24 - mmengine - INFO - Epoch(train) [1][340/1441] lr: 2.0000e-02 eta: 4:36:08 time: 0.4020 data_time: 0.0182 memory: 8503 grad_norm: 0.1705 recall@thr=0.5: 0.4890 prec@thr=0.5: 0.7343 recall@top3: 0.6767 prec@top3: 0.6792 recall@top5: 0.8157 prec@top5: 0.5057 loss_action_cls: 0.1023 loss: 0.1023 2022/08/06 22:34:32 - mmengine - INFO - Epoch(train) [1][360/1441] lr: 2.0000e-02 eta: 4:31:09 time: 0.4001 data_time: 0.0192 memory: 8503 grad_norm: 0.1720 recall@thr=0.5: 0.4407 prec@thr=0.5: 0.5633 recall@top3: 0.7097 prec@top3: 0.5467 recall@top5: 0.9103 prec@top5: 0.4400 loss_action_cls: 0.0930 loss: 0.0930 2022/08/06 22:34:40 - mmengine - INFO - Epoch(train) [1][380/1441] lr: 2.0000e-02 eta: 4:26:21 time: 0.3873 data_time: 0.0185 memory: 8503 grad_norm: 0.1688 recall@thr=0.5: 0.3592 prec@thr=0.5: 0.5292 recall@top3: 0.4808 prec@top3: 0.4250 recall@top5: 0.7325 prec@top5: 0.3550 loss_action_cls: 0.0972 loss: 0.0972 2022/08/06 22:34:47 - mmengine - INFO - Epoch(train) [1][400/1441] lr: 2.0000e-02 eta: 4:21:37 time: 0.3697 data_time: 0.0187 memory: 8503 grad_norm: 0.1733 recall@thr=0.5: 0.3642 prec@thr=0.5: 0.4667 recall@top3: 0.6129 prec@top3: 0.5083 recall@top5: 0.8938 prec@top5: 0.4350 loss_action_cls: 0.0958 loss: 0.0958 2022/08/06 22:34:55 - mmengine - INFO - Epoch(train) [1][420/1441] lr: 2.0000e-02 eta: 4:17:44 time: 0.3882 data_time: 0.0174 memory: 8503 grad_norm: 0.1845 recall@thr=0.5: 0.5021 prec@thr=0.5: 0.5417 recall@top3: 0.6146 prec@top3: 0.4500 recall@top5: 0.7167 prec@top5: 0.3250 loss_action_cls: 0.0831 loss: 0.0831 2022/08/06 22:35:04 - mmengine - INFO - Epoch(train) [1][440/1441] lr: 2.0000e-02 eta: 4:15:06 time: 0.4302 data_time: 0.0198 memory: 8503 grad_norm: 0.1807 recall@thr=0.5: 0.3717 prec@thr=0.5: 0.5417 recall@top3: 0.6986 prec@top3: 0.5797 recall@top5: 0.7996 prec@top5: 0.4174 loss_action_cls: 0.0880 loss: 0.0880 2022/08/06 22:35:11 - mmengine - INFO - Epoch(train) [1][460/1441] lr: 2.0000e-02 eta: 4:11:20 time: 0.3652 data_time: 0.0169 memory: 8503 grad_norm: 0.1930 recall@thr=0.5: 0.4085 prec@thr=0.5: 0.5163 recall@top3: 0.6389 prec@top3: 0.5621 recall@top5: 0.8546 prec@top5: 0.4431 loss_action_cls: 0.0994 loss: 0.0994 2022/08/06 22:35:19 - mmengine - INFO - Epoch(train) [1][480/1441] lr: 2.0000e-02 eta: 4:08:16 time: 0.3849 data_time: 0.0178 memory: 8503 grad_norm: 0.1985 recall@thr=0.5: 0.3013 prec@thr=0.5: 0.5043 recall@top3: 0.5748 prec@top3: 0.5299 recall@top5: 0.7115 prec@top5: 0.4000 loss_action_cls: 0.1047 loss: 0.1047 2022/08/06 22:35:26 - mmengine - INFO - Epoch(train) [1][500/1441] lr: 2.0000e-02 eta: 4:05:39 time: 0.3958 data_time: 0.0254 memory: 8503 grad_norm: 0.1897 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.6401 recall@top3: 0.6986 prec@top3: 0.5248 recall@top5: 0.9131 prec@top5: 0.3957 loss_action_cls: 0.0945 loss: 0.0945 2022/08/06 22:35:35 - mmengine - INFO - Epoch(train) [1][520/1441] lr: 2.0000e-02 eta: 4:03:38 time: 0.4189 data_time: 0.0193 memory: 8503 grad_norm: 0.1518 recall@thr=0.5: 0.3708 prec@thr=0.5: 0.4875 recall@top3: 0.6375 prec@top3: 0.5417 recall@top5: 0.7958 prec@top5: 0.4050 loss_action_cls: 0.0924 loss: 0.0924 2022/08/06 22:35:43 - mmengine - INFO - Epoch(train) [1][540/1441] lr: 2.0000e-02 eta: 4:01:19 time: 0.3944 data_time: 0.0178 memory: 8503 grad_norm: 0.1830 recall@thr=0.5: 0.4394 prec@thr=0.5: 0.6742 recall@top3: 0.7121 prec@top3: 0.6136 recall@top5: 0.9280 prec@top5: 0.4955 loss_action_cls: 0.0920 loss: 0.0920 2022/08/06 22:35:50 - mmengine - INFO - Epoch(train) [1][560/1441] lr: 2.0000e-02 eta: 3:58:58 time: 0.3818 data_time: 0.0207 memory: 8503 grad_norm: 0.2016 recall@thr=0.5: 0.3828 prec@thr=0.5: 0.5028 recall@top3: 0.6469 prec@top3: 0.4576 recall@top5: 0.8602 prec@top5: 0.3695 loss_action_cls: 0.0996 loss: 0.0996 2022/08/06 22:35:58 - mmengine - INFO - Epoch(train) [1][580/1441] lr: 2.0000e-02 eta: 3:56:31 time: 0.3674 data_time: 0.0175 memory: 8503 grad_norm: 0.1965 recall@thr=0.5: 0.4934 prec@thr=0.5: 0.6179 recall@top3: 0.6701 prec@top3: 0.5346 recall@top5: 0.8877 prec@top5: 0.4415 loss_action_cls: 0.0873 loss: 0.0873 2022/08/06 22:36:06 - mmengine - INFO - Epoch(train) [1][600/1441] lr: 2.0000e-02 eta: 3:54:36 time: 0.3909 data_time: 0.0183 memory: 8503 grad_norm: 0.1824 recall@thr=0.5: 0.4475 prec@thr=0.5: 0.6196 recall@top3: 0.6612 prec@top3: 0.5362 recall@top5: 0.8678 prec@top5: 0.4348 loss_action_cls: 0.0945 loss: 0.0945 2022/08/06 22:36:13 - mmengine - INFO - Epoch(train) [1][620/1441] lr: 2.0000e-02 eta: 3:52:39 time: 0.3812 data_time: 0.0231 memory: 8503 grad_norm: 0.1694 recall@thr=0.5: 0.4488 prec@thr=0.5: 0.5935 recall@top3: 0.6821 prec@top3: 0.5447 recall@top5: 0.8614 prec@top5: 0.4195 loss_action_cls: 0.0880 loss: 0.0880 2022/08/06 22:36:21 - mmengine - INFO - Epoch(train) [1][640/1441] lr: 2.0000e-02 eta: 3:50:58 time: 0.3918 data_time: 0.0182 memory: 8503 grad_norm: 0.1841 recall@thr=0.5: 0.5167 prec@thr=0.5: 0.5783 recall@top3: 0.6433 prec@top3: 0.4600 recall@top5: 0.7933 prec@top5: 0.3520 loss_action_cls: 0.0891 loss: 0.0891 2022/08/06 22:36:28 - mmengine - INFO - Epoch(train) [1][660/1441] lr: 2.0000e-02 eta: 3:49:02 time: 0.3673 data_time: 0.0167 memory: 8503 grad_norm: 0.1608 recall@thr=0.5: 0.4965 prec@thr=0.5: 0.6910 recall@top3: 0.7066 prec@top3: 0.6458 recall@top5: 0.8733 prec@top5: 0.4917 loss_action_cls: 0.1043 loss: 0.1043 2022/08/06 22:36:37 - mmengine - INFO - Epoch(train) [1][680/1441] lr: 2.0000e-02 eta: 3:47:51 time: 0.4130 data_time: 0.0205 memory: 8503 grad_norm: 0.1749 recall@thr=0.5: 0.4797 prec@thr=0.5: 0.6057 recall@top3: 0.6687 prec@top3: 0.5691 recall@top5: 0.8821 prec@top5: 0.4390 loss_action_cls: 0.0893 loss: 0.0893 2022/08/06 22:36:44 - mmengine - INFO - Epoch(train) [1][700/1441] lr: 2.0000e-02 eta: 3:46:27 time: 0.3939 data_time: 0.0176 memory: 8503 grad_norm: 0.1850 recall@thr=0.5: 0.4426 prec@thr=0.5: 0.5148 recall@top3: 0.7074 prec@top3: 0.5407 recall@top5: 0.8259 prec@top5: 0.3956 loss_action_cls: 0.0945 loss: 0.0945 2022/08/06 22:36:52 - mmengine - INFO - Epoch(train) [1][720/1441] lr: 2.0000e-02 eta: 3:44:56 time: 0.3789 data_time: 0.0201 memory: 8503 grad_norm: 0.1849 recall@thr=0.5: 0.3566 prec@thr=0.5: 0.5659 recall@top3: 0.6473 prec@top3: 0.5659 recall@top5: 0.7810 prec@top5: 0.4186 loss_action_cls: 0.0866 loss: 0.0866 2022/08/06 22:37:00 - mmengine - INFO - Epoch(train) [1][740/1441] lr: 2.0000e-02 eta: 3:43:37 time: 0.3888 data_time: 0.0191 memory: 8503 grad_norm: 0.1791 recall@thr=0.5: 0.4841 prec@thr=0.5: 0.5476 recall@top3: 0.6984 prec@top3: 0.5952 recall@top5: 0.9206 prec@top5: 0.4857 loss_action_cls: 0.0876 loss: 0.0876 2022/08/06 22:37:07 - mmengine - INFO - Epoch(train) [1][760/1441] lr: 2.0000e-02 eta: 3:42:08 time: 0.3707 data_time: 0.0188 memory: 8503 grad_norm: 0.1806 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.5965 recall@top3: 0.7763 prec@top3: 0.6053 recall@top5: 0.9474 prec@top5: 0.4316 loss_action_cls: 0.0927 loss: 0.0927 2022/08/06 22:37:15 - mmengine - INFO - Epoch(train) [1][780/1441] lr: 2.0000e-02 eta: 3:40:45 time: 0.3725 data_time: 0.0205 memory: 8503 grad_norm: 0.1604 recall@thr=0.5: 0.4492 prec@thr=0.5: 0.5569 recall@top3: 0.7053 prec@top3: 0.5366 recall@top5: 0.8699 prec@top5: 0.4049 loss_action_cls: 0.1030 loss: 0.1030 2022/08/06 22:37:23 - mmengine - INFO - Epoch(train) [1][800/1441] lr: 2.0000e-02 eta: 3:39:39 time: 0.3918 data_time: 0.0197 memory: 8503 grad_norm: 0.1616 recall@thr=0.5: 0.5386 prec@thr=0.5: 0.5549 recall@top3: 0.6789 prec@top3: 0.5122 recall@top5: 0.7886 prec@top5: 0.3707 loss_action_cls: 0.0931 loss: 0.0931 2022/08/06 22:37:30 - mmengine - INFO - Epoch(train) [1][820/1441] lr: 2.0000e-02 eta: 3:38:25 time: 0.3754 data_time: 0.0194 memory: 8503 grad_norm: 0.1774 recall@thr=0.5: 0.5537 prec@thr=0.5: 0.5778 recall@top3: 0.6907 prec@top3: 0.5556 recall@top5: 0.9000 prec@top5: 0.4311 loss_action_cls: 0.0838 loss: 0.0838 2022/08/06 22:37:37 - mmengine - INFO - Epoch(train) [1][840/1441] lr: 2.0000e-02 eta: 3:37:08 time: 0.3661 data_time: 0.0184 memory: 8503 grad_norm: 0.1848 recall@thr=0.5: 0.5946 prec@thr=0.5: 0.6955 recall@top3: 0.7500 prec@top3: 0.6154 recall@top5: 0.8894 prec@top5: 0.4462 loss_action_cls: 0.0935 loss: 0.0935 2022/08/06 22:37:45 - mmengine - INFO - Epoch(train) [1][860/1441] lr: 2.0000e-02 eta: 3:36:11 time: 0.3936 data_time: 0.0175 memory: 8503 grad_norm: 0.1765 recall@thr=0.5: 0.4212 prec@thr=0.5: 0.6606 recall@top3: 0.6121 prec@top3: 0.4970 recall@top5: 0.8167 prec@top5: 0.4000 loss_action_cls: 0.0982 loss: 0.0982 2022/08/06 22:37:53 - mmengine - INFO - Epoch(train) [1][880/1441] lr: 2.0000e-02 eta: 3:35:28 time: 0.4106 data_time: 0.0209 memory: 8503 grad_norm: 0.1712 recall@thr=0.5: 0.5933 prec@thr=0.5: 0.7593 recall@top3: 0.6730 prec@top3: 0.5481 recall@top5: 0.8356 prec@top5: 0.4178 loss_action_cls: 0.0910 loss: 0.0910 2022/08/06 22:38:01 - mmengine - INFO - Epoch(train) [1][900/1441] lr: 2.0000e-02 eta: 3:34:35 time: 0.3921 data_time: 0.0180 memory: 8503 grad_norm: 0.1639 recall@thr=0.5: 0.4890 prec@thr=0.5: 0.6820 recall@top3: 0.6601 prec@top3: 0.5965 recall@top5: 0.7961 prec@top5: 0.4421 loss_action_cls: 0.0974 loss: 0.0974 2022/08/06 22:38:09 - mmengine - INFO - Epoch(train) [1][920/1441] lr: 2.0000e-02 eta: 3:33:29 time: 0.3670 data_time: 0.0186 memory: 8503 grad_norm: 0.1669 recall@thr=0.5: 0.5131 prec@thr=0.5: 0.6282 recall@top3: 0.6397 prec@top3: 0.5449 recall@top5: 0.8631 prec@top5: 0.4346 loss_action_cls: 0.0973 loss: 0.0973 2022/08/06 22:38:16 - mmengine - INFO - Epoch(train) [1][940/1441] lr: 2.0000e-02 eta: 3:32:35 time: 0.3835 data_time: 0.0203 memory: 8503 grad_norm: 0.1627 recall@thr=0.5: 0.5615 prec@thr=0.5: 0.5862 recall@top3: 0.7149 prec@top3: 0.5690 recall@top5: 0.8957 prec@top5: 0.4345 loss_action_cls: 0.0852 loss: 0.0852 2022/08/06 22:38:24 - mmengine - INFO - Epoch(train) [1][960/1441] lr: 2.0000e-02 eta: 3:31:49 time: 0.3938 data_time: 0.0202 memory: 8503 grad_norm: 0.1638 recall@thr=0.5: 0.4792 prec@thr=0.5: 0.6667 recall@top3: 0.7250 prec@top3: 0.6083 recall@top5: 0.8500 prec@top5: 0.4400 loss_action_cls: 0.0926 loss: 0.0926 2022/08/06 22:38:32 - mmengine - INFO - Epoch(train) [1][980/1441] lr: 2.0000e-02 eta: 3:31:07 time: 0.3987 data_time: 0.0189 memory: 8503 grad_norm: 0.1629 recall@thr=0.5: 0.4810 prec@thr=0.5: 0.5333 recall@top3: 0.6762 prec@top3: 0.5714 recall@top5: 0.8738 prec@top5: 0.4286 loss_action_cls: 0.0877 loss: 0.0877 2022/08/06 22:38:40 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 22:38:40 - mmengine - INFO - Epoch(train) [1][1000/1441] lr: 2.0000e-02 eta: 3:30:13 time: 0.3754 data_time: 0.0191 memory: 8503 grad_norm: 0.1752 recall@thr=0.5: 0.6503 prec@thr=0.5: 0.5833 recall@top3: 0.7255 prec@top3: 0.5556 recall@top5: 0.8676 prec@top5: 0.4157 loss_action_cls: 0.0933 loss: 0.0933 2022/08/06 22:38:47 - mmengine - INFO - Epoch(train) [1][1020/1441] lr: 2.0000e-02 eta: 3:29:20 time: 0.3717 data_time: 0.0174 memory: 8503 grad_norm: 0.1668 recall@thr=0.5: 0.5859 prec@thr=0.5: 0.5530 recall@top3: 0.8283 prec@top3: 0.5455 recall@top5: 0.9444 prec@top5: 0.3939 loss_action_cls: 0.0849 loss: 0.0849 2022/08/06 22:38:56 - mmengine - INFO - Epoch(train) [1][1040/1441] lr: 2.0000e-02 eta: 3:29:03 time: 0.4369 data_time: 0.0210 memory: 8503 grad_norm: 0.1736 recall@thr=0.5: 0.4670 prec@thr=0.5: 0.5851 recall@top3: 0.7035 prec@top3: 0.6028 recall@top5: 0.9011 prec@top5: 0.4681 loss_action_cls: 0.0929 loss: 0.0929 2022/08/06 22:39:03 - mmengine - INFO - Epoch(train) [1][1060/1441] lr: 2.0000e-02 eta: 3:28:14 time: 0.3748 data_time: 0.0231 memory: 8503 grad_norm: 0.1847 recall@thr=0.5: 0.4375 prec@thr=0.5: 0.5972 recall@top3: 0.6788 prec@top3: 0.5972 recall@top5: 0.8229 prec@top5: 0.4458 loss_action_cls: 0.0965 loss: 0.0965 2022/08/06 22:39:12 - mmengine - INFO - Epoch(train) [1][1080/1441] lr: 2.0000e-02 eta: 3:27:46 time: 0.4137 data_time: 0.0211 memory: 8503 grad_norm: 0.1755 recall@thr=0.5: 0.4369 prec@thr=0.5: 0.6036 recall@top3: 0.6869 prec@top3: 0.5405 recall@top5: 0.8761 prec@top5: 0.4324 loss_action_cls: 0.0972 loss: 0.0972 2022/08/06 22:39:19 - mmengine - INFO - Epoch(train) [1][1100/1441] lr: 2.0000e-02 eta: 3:26:57 time: 0.3701 data_time: 0.0186 memory: 8503 grad_norm: 0.1576 recall@thr=0.5: 0.3297 prec@thr=0.5: 0.5797 recall@top3: 0.5270 prec@top3: 0.4933 recall@top5: 0.6870 prec@top5: 0.3920 loss_action_cls: 0.0869 loss: 0.0869 2022/08/06 22:39:27 - mmengine - INFO - Epoch(train) [1][1120/1441] lr: 2.0000e-02 eta: 3:26:16 time: 0.3829 data_time: 0.0193 memory: 8503 grad_norm: 0.1471 recall@thr=0.5: 0.4184 prec@thr=0.5: 0.4864 recall@top3: 0.5969 prec@top3: 0.4830 recall@top5: 0.8333 prec@top5: 0.4082 loss_action_cls: 0.0961 loss: 0.0961 2022/08/06 22:39:34 - mmengine - INFO - Epoch(train) [1][1140/1441] lr: 2.0000e-02 eta: 3:25:40 time: 0.3916 data_time: 0.0178 memory: 8503 grad_norm: 0.1514 recall@thr=0.5: 0.4963 prec@thr=0.5: 0.6296 recall@top3: 0.7167 prec@top3: 0.5556 recall@top5: 0.8444 prec@top5: 0.3911 loss_action_cls: 0.0800 loss: 0.0800 2022/08/06 22:39:42 - mmengine - INFO - Epoch(train) [1][1160/1441] lr: 2.0000e-02 eta: 3:24:54 time: 0.3672 data_time: 0.0185 memory: 8503 grad_norm: 0.1672 recall@thr=0.5: 0.5660 prec@thr=0.5: 0.6510 recall@top3: 0.7378 prec@top3: 0.6389 recall@top5: 0.8733 prec@top5: 0.4583 loss_action_cls: 0.0848 loss: 0.0848 2022/08/06 22:39:49 - mmengine - INFO - Epoch(train) [1][1180/1441] lr: 2.0000e-02 eta: 3:24:16 time: 0.3829 data_time: 0.0178 memory: 8503 grad_norm: 0.1448 recall@thr=0.5: 0.3167 prec@thr=0.5: 0.4109 recall@top3: 0.5802 prec@top3: 0.4884 recall@top5: 0.7775 prec@top5: 0.3860 loss_action_cls: 0.0897 loss: 0.0897 2022/08/06 22:39:57 - mmengine - INFO - Epoch(train) [1][1200/1441] lr: 2.0000e-02 eta: 3:23:44 time: 0.3934 data_time: 0.0192 memory: 8503 grad_norm: 0.1737 recall@thr=0.5: 0.4554 prec@thr=0.5: 0.6512 recall@top3: 0.6860 prec@top3: 0.6202 recall@top5: 0.9109 prec@top5: 0.4698 loss_action_cls: 0.0895 loss: 0.0895 2022/08/06 22:40:05 - mmengine - INFO - Epoch(train) [1][1220/1441] lr: 2.0000e-02 eta: 3:23:13 time: 0.3923 data_time: 0.0176 memory: 8503 grad_norm: 0.1620 recall@thr=0.5: 0.4766 prec@thr=0.5: 0.5960 recall@top3: 0.6938 prec@top3: 0.5819 recall@top5: 0.8766 prec@top5: 0.4441 loss_action_cls: 0.0911 loss: 0.0911 2022/08/06 22:40:13 - mmengine - INFO - Epoch(train) [1][1240/1441] lr: 2.0000e-02 eta: 3:22:31 time: 0.3682 data_time: 0.0198 memory: 8503 grad_norm: 0.1645 recall@thr=0.5: 0.5099 prec@thr=0.5: 0.5570 recall@top3: 0.6863 prec@top3: 0.5614 recall@top5: 0.8643 prec@top5: 0.4386 loss_action_cls: 0.0823 loss: 0.0823 2022/08/06 22:40:20 - mmengine - INFO - Epoch(train) [1][1260/1441] lr: 2.0000e-02 eta: 3:22:02 time: 0.3950 data_time: 0.0187 memory: 8503 grad_norm: 0.1505 recall@thr=0.5: 0.4840 prec@thr=0.5: 0.5519 recall@top3: 0.6695 prec@top3: 0.5912 recall@top5: 0.9044 prec@top5: 0.4642 loss_action_cls: 0.0942 loss: 0.0942 2022/08/06 22:40:28 - mmengine - INFO - Epoch(train) [1][1280/1441] lr: 2.0000e-02 eta: 3:21:22 time: 0.3669 data_time: 0.0183 memory: 8503 grad_norm: 0.1683 recall@thr=0.5: 0.4653 prec@thr=0.5: 0.6944 recall@top3: 0.6806 prec@top3: 0.6250 recall@top5: 0.8872 prec@top5: 0.4875 loss_action_cls: 0.0932 loss: 0.0932 2022/08/06 22:40:35 - mmengine - INFO - Epoch(train) [1][1300/1441] lr: 2.0000e-02 eta: 3:20:44 time: 0.3705 data_time: 0.0179 memory: 8503 grad_norm: 0.1877 recall@thr=0.5: 0.6786 prec@thr=0.5: 0.8115 recall@top3: 0.7937 prec@top3: 0.6667 recall@top5: 0.9286 prec@top5: 0.4571 loss_action_cls: 0.0871 loss: 0.0871 2022/08/06 22:40:43 - mmengine - INFO - Epoch(train) [1][1320/1441] lr: 2.0000e-02 eta: 3:20:07 time: 0.3700 data_time: 0.0191 memory: 8503 grad_norm: 0.1843 recall@thr=0.5: 0.3623 prec@thr=0.5: 0.4565 recall@top3: 0.6178 prec@top3: 0.4493 recall@top5: 0.8768 prec@top5: 0.3783 loss_action_cls: 0.0834 loss: 0.0834 2022/08/06 22:40:51 - mmengine - INFO - Epoch(train) [1][1340/1441] lr: 2.0000e-02 eta: 3:19:48 time: 0.4117 data_time: 0.0170 memory: 8503 grad_norm: 0.1878 recall@thr=0.5: 0.3872 prec@thr=0.5: 0.5243 recall@top3: 0.5694 prec@top3: 0.5347 recall@top5: 0.7882 prec@top5: 0.4500 loss_action_cls: 0.0825 loss: 0.0825 2022/08/06 22:40:58 - mmengine - INFO - Epoch(train) [1][1360/1441] lr: 2.0000e-02 eta: 3:19:12 time: 0.3684 data_time: 0.0192 memory: 8503 grad_norm: 0.1791 recall@thr=0.5: 0.4837 prec@thr=0.5: 0.6863 recall@top3: 0.6667 prec@top3: 0.6405 recall@top5: 0.8938 prec@top5: 0.5176 loss_action_cls: 0.0815 loss: 0.0815 2022/08/06 22:41:06 - mmengine - INFO - Epoch(train) [1][1380/1441] lr: 2.0000e-02 eta: 3:18:49 time: 0.3975 data_time: 0.0174 memory: 8503 grad_norm: 0.1642 recall@thr=0.5: 0.5299 prec@thr=0.5: 0.7013 recall@top3: 0.7453 prec@top3: 0.6730 recall@top5: 0.9009 prec@top5: 0.5019 loss_action_cls: 0.0929 loss: 0.0929 2022/08/06 22:41:14 - mmengine - INFO - Epoch(train) [1][1400/1441] lr: 2.0000e-02 eta: 3:18:24 time: 0.3930 data_time: 0.0210 memory: 8503 grad_norm: 0.1751 recall@thr=0.5: 0.5852 prec@thr=0.5: 0.7576 recall@top3: 0.7746 prec@top3: 0.6136 recall@top5: 0.9015 prec@top5: 0.4455 loss_action_cls: 0.0923 loss: 0.0923 2022/08/06 22:41:22 - mmengine - INFO - Epoch(train) [1][1420/1441] lr: 2.0000e-02 eta: 3:18:05 time: 0.4082 data_time: 0.0180 memory: 8503 grad_norm: 0.1724 recall@thr=0.5: 0.4653 prec@thr=0.5: 0.6458 recall@top3: 0.6892 prec@top3: 0.5694 recall@top5: 0.8611 prec@top5: 0.4417 loss_action_cls: 0.0969 loss: 0.0969 2022/08/06 22:41:29 - mmengine - INFO - Epoch(train) [1][1440/1441] lr: 2.0000e-02 eta: 3:17:29 time: 0.3615 data_time: 0.0175 memory: 8503 grad_norm: 0.1719 recall@thr=0.5: 0.5214 prec@thr=0.5: 0.7054 recall@top3: 0.6613 prec@top3: 0.6190 recall@top5: 0.9271 prec@top5: 0.4929 loss_action_cls: 0.0926 loss: 0.0926 2022/08/06 22:41:35 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 22:41:35 - mmengine - INFO - Epoch(train) [1][1441/1441] lr: 2.0000e-02 eta: 3:17:29 time: 0.6096 data_time: 0.0153 memory: 41823 grad_norm: 0.1780 recall@thr=0.5: 0.4118 prec@thr=0.5: 0.8529 recall@top3: 0.6863 prec@top3: 0.6471 recall@top5: 0.7304 prec@top5: 0.4118 loss_action_cls: 0.0924 loss: 0.0924 2022/08/06 22:41:35 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/08/06 22:42:38 - mmengine - INFO - Epoch(val) [1][20/6282] eta: 4:57:35 time: 2.8514 data_time: 2.7851 memory: 37516 2022/08/06 22:42:39 - mmengine - INFO - Epoch(val) [1][40/6282] eta: 0:04:28 time: 0.0430 data_time: 0.0055 memory: 560 2022/08/06 22:42:40 - mmengine - INFO - Epoch(val) [1][60/6282] eta: 0:04:29 time: 0.0434 data_time: 0.0056 memory: 560 2022/08/06 22:42:41 - mmengine - INFO - Epoch(val) [1][80/6282] eta: 0:04:42 time: 0.0456 data_time: 0.0045 memory: 560 2022/08/06 22:42:42 - mmengine - INFO - Epoch(val) [1][100/6282] eta: 0:04:25 time: 0.0429 data_time: 0.0039 memory: 560 2022/08/06 22:42:43 - mmengine - INFO - Epoch(val) [1][120/6282] eta: 0:05:37 time: 0.0548 data_time: 0.0059 memory: 37526 2022/08/06 22:42:44 - mmengine - INFO - Epoch(val) [1][140/6282] eta: 0:04:18 time: 0.0421 data_time: 0.0054 memory: 606 2022/08/06 22:42:44 - mmengine - INFO - Epoch(val) [1][160/6282] eta: 0:04:20 time: 0.0425 data_time: 0.0054 memory: 606 2022/08/06 22:42:45 - mmengine - INFO - Epoch(val) [1][180/6282] eta: 0:04:39 time: 0.0458 data_time: 0.0045 memory: 606 2022/08/06 22:42:46 - mmengine - INFO - Epoch(val) [1][200/6282] eta: 0:05:21 time: 0.0528 data_time: 0.0031 memory: 37518 2022/08/06 22:42:47 - mmengine - INFO - Epoch(val) [1][220/6282] eta: 0:04:23 time: 0.0435 data_time: 0.0042 memory: 577 2022/08/06 22:42:48 - mmengine - INFO - Epoch(val) [1][240/6282] eta: 0:04:30 time: 0.0448 data_time: 0.0066 memory: 577 2022/08/06 22:42:49 - mmengine - INFO - Epoch(val) [1][260/6282] eta: 0:04:22 time: 0.0435 data_time: 0.0058 memory: 577 2022/08/06 22:42:51 - mmengine - INFO - Epoch(val) [1][280/6282] eta: 0:07:27 time: 0.0746 data_time: 0.0029 memory: 577 2022/08/06 22:42:51 - mmengine - INFO - Epoch(val) [1][300/6282] eta: 0:04:17 time: 0.0430 data_time: 0.0041 memory: 606 2022/08/06 22:42:52 - mmengine - INFO - Epoch(val) [1][320/6282] eta: 0:04:20 time: 0.0438 data_time: 0.0041 memory: 606 2022/08/06 22:42:53 - mmengine - INFO - Epoch(val) [1][340/6282] eta: 0:04:28 time: 0.0451 data_time: 0.0062 memory: 606 2022/08/06 22:42:54 - mmengine - INFO - Epoch(val) [1][360/6282] eta: 0:04:32 time: 0.0460 data_time: 0.0049 memory: 606 2022/08/06 22:42:55 - mmengine - INFO - Epoch(val) [1][380/6282] eta: 0:04:13 time: 0.0430 data_time: 0.0038 memory: 606 2022/08/06 22:42:56 - mmengine - INFO - Epoch(val) [1][400/6282] eta: 0:04:26 time: 0.0453 data_time: 0.0048 memory: 5151 2022/08/06 22:42:57 - mmengine - INFO - Epoch(val) [1][420/6282] eta: 0:04:34 time: 0.0469 data_time: 0.0058 memory: 579 2022/08/06 22:42:58 - mmengine - INFO - Epoch(val) [1][440/6282] eta: 0:04:25 time: 0.0455 data_time: 0.0042 memory: 579 2022/08/06 22:42:59 - mmengine - INFO - Epoch(val) [1][460/6282] eta: 0:04:07 time: 0.0425 data_time: 0.0050 memory: 579 2022/08/06 22:42:59 - mmengine - INFO - Epoch(val) [1][480/6282] eta: 0:04:00 time: 0.0415 data_time: 0.0056 memory: 579 2022/08/06 22:43:00 - mmengine - INFO - Epoch(val) [1][500/6282] eta: 0:03:44 time: 0.0389 data_time: 0.0038 memory: 579 2022/08/06 22:43:01 - mmengine - INFO - Epoch(val) [1][520/6282] eta: 0:04:13 time: 0.0440 data_time: 0.0063 memory: 577 2022/08/06 22:43:02 - mmengine - INFO - Epoch(val) [1][540/6282] eta: 0:04:09 time: 0.0434 data_time: 0.0050 memory: 577 2022/08/06 22:43:03 - mmengine - INFO - Epoch(val) [1][560/6282] eta: 0:04:00 time: 0.0421 data_time: 0.0047 memory: 577 2022/08/06 22:43:04 - mmengine - INFO - Epoch(val) [1][580/6282] eta: 0:03:47 time: 0.0399 data_time: 0.0044 memory: 577 2022/08/06 22:43:04 - mmengine - INFO - Epoch(val) [1][600/6282] eta: 0:03:49 time: 0.0404 data_time: 0.0050 memory: 577 2022/08/06 22:43:05 - mmengine - INFO - Epoch(val) [1][620/6282] eta: 0:05:04 time: 0.0538 data_time: 0.0047 memory: 37518 2022/08/06 22:43:06 - mmengine - INFO - Epoch(val) [1][640/6282] eta: 0:03:57 time: 0.0420 data_time: 0.0063 memory: 575 2022/08/06 22:43:07 - mmengine - INFO - Epoch(val) [1][660/6282] eta: 0:03:53 time: 0.0415 data_time: 0.0042 memory: 575 2022/08/06 22:43:08 - mmengine - INFO - Epoch(val) [1][680/6282] eta: 0:04:06 time: 0.0440 data_time: 0.0046 memory: 575 2022/08/06 22:43:09 - mmengine - INFO - Epoch(val) [1][700/6282] eta: 0:04:42 time: 0.0506 data_time: 0.0058 memory: 575 2022/08/06 22:43:11 - mmengine - INFO - Epoch(val) [1][720/6282] eta: 0:06:54 time: 0.0745 data_time: 0.0043 memory: 606 2022/08/06 22:43:12 - mmengine - INFO - Epoch(val) [1][740/6282] eta: 0:04:41 time: 0.0507 data_time: 0.0051 memory: 606 2022/08/06 22:43:13 - mmengine - INFO - Epoch(val) [1][760/6282] eta: 0:04:31 time: 0.0492 data_time: 0.0045 memory: 606 2022/08/06 22:43:13 - mmengine - INFO - Epoch(val) [1][780/6282] eta: 0:04:29 time: 0.0490 data_time: 0.0034 memory: 606 2022/08/06 22:43:14 - mmengine - INFO - Epoch(val) [1][800/6282] eta: 0:04:11 time: 0.0459 data_time: 0.0044 memory: 606 2022/08/06 22:43:15 - mmengine - INFO - Epoch(val) [1][820/6282] eta: 0:04:04 time: 0.0448 data_time: 0.0054 memory: 606 2022/08/06 22:43:16 - mmengine - INFO - Epoch(val) [1][840/6282] eta: 0:04:01 time: 0.0443 data_time: 0.0056 memory: 577 2022/08/06 22:43:17 - mmengine - INFO - Epoch(val) [1][860/6282] eta: 0:03:39 time: 0.0405 data_time: 0.0040 memory: 577 2022/08/06 22:43:18 - mmengine - INFO - Epoch(val) [1][880/6282] eta: 0:03:42 time: 0.0411 data_time: 0.0036 memory: 577 2022/08/06 22:43:19 - mmengine - INFO - Epoch(val) [1][900/6282] eta: 0:03:47 time: 0.0422 data_time: 0.0029 memory: 577 2022/08/06 22:43:20 - mmengine - INFO - Epoch(val) [1][920/6282] eta: 0:03:52 time: 0.0433 data_time: 0.0047 memory: 577 2022/08/06 22:43:20 - mmengine - INFO - Epoch(val) [1][940/6282] eta: 0:03:59 time: 0.0448 data_time: 0.0037 memory: 560 2022/08/06 22:43:21 - mmengine - INFO - Epoch(val) [1][960/6282] eta: 0:03:53 time: 0.0439 data_time: 0.0043 memory: 560 2022/08/06 22:43:23 - mmengine - INFO - Epoch(val) [1][980/6282] eta: 0:06:11 time: 0.0700 data_time: 0.0033 memory: 560 2022/08/06 22:43:24 - mmengine - INFO - Epoch(val) [1][1000/6282] eta: 0:03:27 time: 0.0393 data_time: 0.0035 memory: 560 2022/08/06 22:43:24 - mmengine - INFO - Epoch(val) [1][1020/6282] eta: 0:03:41 time: 0.0421 data_time: 0.0032 memory: 577 2022/08/06 22:43:25 - mmengine - INFO - Epoch(val) [1][1040/6282] eta: 0:03:50 time: 0.0439 data_time: 0.0046 memory: 577 2022/08/06 22:43:26 - mmengine - INFO - Epoch(val) [1][1060/6282] eta: 0:03:40 time: 0.0422 data_time: 0.0038 memory: 577 2022/08/06 22:43:27 - mmengine - INFO - Epoch(val) [1][1080/6282] eta: 0:03:35 time: 0.0414 data_time: 0.0053 memory: 577 2022/08/06 22:43:28 - mmengine - INFO - Epoch(val) [1][1100/6282] eta: 0:03:47 time: 0.0439 data_time: 0.0068 memory: 577 2022/08/06 22:43:29 - mmengine - INFO - Epoch(val) [1][1120/6282] eta: 0:03:36 time: 0.0420 data_time: 0.0040 memory: 577 2022/08/06 22:43:30 - mmengine - INFO - Epoch(val) [1][1140/6282] eta: 0:03:51 time: 0.0449 data_time: 0.0045 memory: 577 2022/08/06 22:43:31 - mmengine - INFO - Epoch(val) [1][1160/6282] eta: 0:04:13 time: 0.0495 data_time: 0.0074 memory: 577 2022/08/06 22:43:31 - mmengine - INFO - Epoch(val) [1][1180/6282] eta: 0:03:33 time: 0.0417 data_time: 0.0056 memory: 577 2022/08/06 22:43:32 - mmengine - INFO - Epoch(val) [1][1200/6282] eta: 0:03:43 time: 0.0440 data_time: 0.0038 memory: 577 2022/08/06 22:43:33 - mmengine - INFO - Epoch(val) [1][1220/6282] eta: 0:04:02 time: 0.0479 data_time: 0.0045 memory: 577 2022/08/06 22:43:34 - mmengine - INFO - Epoch(val) [1][1240/6282] eta: 0:04:05 time: 0.0487 data_time: 0.0056 memory: 606 2022/08/06 22:43:35 - mmengine - INFO - Epoch(val) [1][1260/6282] eta: 0:03:55 time: 0.0468 data_time: 0.0045 memory: 606 2022/08/06 22:43:36 - mmengine - INFO - Epoch(val) [1][1280/6282] eta: 0:04:08 time: 0.0497 data_time: 0.0053 memory: 606 2022/08/06 22:43:37 - mmengine - INFO - Epoch(val) [1][1300/6282] eta: 0:04:11 time: 0.0504 data_time: 0.0049 memory: 606 2022/08/06 22:43:38 - mmengine - INFO - Epoch(val) [1][1320/6282] eta: 0:04:15 time: 0.0516 data_time: 0.0051 memory: 606 2022/08/06 22:43:39 - mmengine - INFO - Epoch(val) [1][1340/6282] eta: 0:03:53 time: 0.0472 data_time: 0.0066 memory: 606 2022/08/06 22:43:41 - mmengine - INFO - Epoch(val) [1][1360/6282] eta: 0:06:07 time: 0.0747 data_time: 0.0060 memory: 606 2022/08/06 22:43:42 - mmengine - INFO - Epoch(val) [1][1380/6282] eta: 0:03:59 time: 0.0490 data_time: 0.0034 memory: 606 2022/08/06 22:43:43 - mmengine - INFO - Epoch(val) [1][1400/6282] eta: 0:03:52 time: 0.0476 data_time: 0.0066 memory: 606 2022/08/06 22:43:44 - mmengine - INFO - Epoch(val) [1][1420/6282] eta: 0:03:56 time: 0.0486 data_time: 0.0041 memory: 606 2022/08/06 22:43:44 - mmengine - INFO - Epoch(val) [1][1440/6282] eta: 0:03:21 time: 0.0415 data_time: 0.0026 memory: 606 2022/08/06 22:43:45 - mmengine - INFO - Epoch(val) [1][1460/6282] eta: 0:03:28 time: 0.0433 data_time: 0.0041 memory: 606 2022/08/06 22:43:46 - mmengine - INFO - Epoch(val) [1][1480/6282] eta: 0:03:26 time: 0.0430 data_time: 0.0036 memory: 606 2022/08/06 22:43:47 - mmengine - INFO - Epoch(val) [1][1500/6282] eta: 0:03:16 time: 0.0411 data_time: 0.0043 memory: 606 2022/08/06 22:43:48 - mmengine - INFO - Epoch(val) [1][1520/6282] eta: 0:04:22 time: 0.0551 data_time: 0.0033 memory: 37536 2022/08/06 22:43:49 - mmengine - INFO - Epoch(val) [1][1540/6282] eta: 0:03:26 time: 0.0436 data_time: 0.0043 memory: 650 2022/08/06 22:43:50 - mmengine - INFO - Epoch(val) [1][1560/6282] eta: 0:03:41 time: 0.0470 data_time: 0.0032 memory: 650 2022/08/06 22:43:51 - mmengine - INFO - Epoch(val) [1][1580/6282] eta: 0:03:33 time: 0.0453 data_time: 0.0045 memory: 650 2022/08/06 22:43:52 - mmengine - INFO - Epoch(val) [1][1600/6282] eta: 0:03:31 time: 0.0453 data_time: 0.0037 memory: 650 2022/08/06 22:43:53 - mmengine - INFO - Epoch(val) [1][1620/6282] eta: 0:03:31 time: 0.0455 data_time: 0.0054 memory: 650 2022/08/06 22:43:53 - mmengine - INFO - Epoch(val) [1][1640/6282] eta: 0:03:12 time: 0.0414 data_time: 0.0044 memory: 606 2022/08/06 22:43:54 - mmengine - INFO - Epoch(val) [1][1660/6282] eta: 0:03:13 time: 0.0418 data_time: 0.0055 memory: 606 2022/08/06 22:43:55 - mmengine - INFO - Epoch(val) [1][1680/6282] eta: 0:03:27 time: 0.0451 data_time: 0.0039 memory: 606 2022/08/06 22:43:56 - mmengine - INFO - Epoch(val) [1][1700/6282] eta: 0:03:28 time: 0.0456 data_time: 0.0037 memory: 606 2022/08/06 22:43:57 - mmengine - INFO - Epoch(val) [1][1720/6282] eta: 0:03:17 time: 0.0433 data_time: 0.0049 memory: 606 2022/08/06 22:43:58 - mmengine - INFO - Epoch(val) [1][1740/6282] eta: 0:03:11 time: 0.0422 data_time: 0.0045 memory: 606 2022/08/06 22:43:59 - mmengine - INFO - Epoch(val) [1][1760/6282] eta: 0:03:12 time: 0.0426 data_time: 0.0048 memory: 606 2022/08/06 22:43:59 - mmengine - INFO - Epoch(val) [1][1780/6282] eta: 0:03:07 time: 0.0416 data_time: 0.0040 memory: 606 2022/08/06 22:44:00 - mmengine - INFO - Epoch(val) [1][1800/6282] eta: 0:03:28 time: 0.0465 data_time: 0.0033 memory: 606 2022/08/06 22:44:01 - mmengine - INFO - Epoch(val) [1][1820/6282] eta: 0:03:21 time: 0.0453 data_time: 0.0065 memory: 606 2022/08/06 22:44:02 - mmengine - INFO - Epoch(val) [1][1840/6282] eta: 0:03:45 time: 0.0507 data_time: 0.0058 memory: 606 2022/08/06 22:44:03 - mmengine - INFO - Epoch(val) [1][1860/6282] eta: 0:03:23 time: 0.0460 data_time: 0.0046 memory: 606 2022/08/06 22:44:04 - mmengine - INFO - Epoch(val) [1][1880/6282] eta: 0:03:38 time: 0.0496 data_time: 0.0045 memory: 606 2022/08/06 22:44:05 - mmengine - INFO - Epoch(val) [1][1900/6282] eta: 0:03:51 time: 0.0529 data_time: 0.0066 memory: 606 2022/08/06 22:44:06 - mmengine - INFO - Epoch(val) [1][1920/6282] eta: 0:03:38 time: 0.0501 data_time: 0.0064 memory: 606 2022/08/06 22:44:07 - mmengine - INFO - Epoch(val) [1][1940/6282] eta: 0:03:17 time: 0.0454 data_time: 0.0046 memory: 606 2022/08/06 22:44:08 - mmengine - INFO - Epoch(val) [1][1960/6282] eta: 0:02:59 time: 0.0416 data_time: 0.0058 memory: 579 2022/08/06 22:44:09 - mmengine - INFO - Epoch(val) [1][1980/6282] eta: 0:03:06 time: 0.0434 data_time: 0.0046 memory: 579 2022/08/06 22:44:10 - mmengine - INFO - Epoch(val) [1][2000/6282] eta: 0:02:55 time: 0.0410 data_time: 0.0042 memory: 579 2022/08/06 22:44:11 - mmengine - INFO - Epoch(val) [1][2020/6282] eta: 0:03:17 time: 0.0463 data_time: 0.0050 memory: 579 2022/08/06 22:44:11 - mmengine - INFO - Epoch(val) [1][2040/6282] eta: 0:02:58 time: 0.0420 data_time: 0.0042 memory: 579 2022/08/06 22:44:12 - mmengine - INFO - Epoch(val) [1][2060/6282] eta: 0:03:08 time: 0.0447 data_time: 0.0044 memory: 579 2022/08/06 22:44:13 - mmengine - INFO - Epoch(val) [1][2080/6282] eta: 0:02:54 time: 0.0416 data_time: 0.0042 memory: 579 2022/08/06 22:44:14 - mmengine - INFO - Epoch(val) [1][2100/6282] eta: 0:03:09 time: 0.0454 data_time: 0.0052 memory: 579 2022/08/06 22:44:15 - mmengine - INFO - Epoch(val) [1][2120/6282] eta: 0:03:10 time: 0.0459 data_time: 0.0036 memory: 579 2022/08/06 22:44:16 - mmengine - INFO - Epoch(val) [1][2140/6282] eta: 0:02:57 time: 0.0427 data_time: 0.0045 memory: 579 2022/08/06 22:44:17 - mmengine - INFO - Epoch(val) [1][2160/6282] eta: 0:02:57 time: 0.0431 data_time: 0.0052 memory: 577 2022/08/06 22:44:18 - mmengine - INFO - Epoch(val) [1][2180/6282] eta: 0:02:51 time: 0.0418 data_time: 0.0031 memory: 577 2022/08/06 22:44:19 - mmengine - INFO - Epoch(val) [1][2200/6282] eta: 0:03:07 time: 0.0459 data_time: 0.0069 memory: 577 2022/08/06 22:44:19 - mmengine - INFO - Epoch(val) [1][2220/6282] eta: 0:02:53 time: 0.0428 data_time: 0.0053 memory: 577 2022/08/06 22:44:20 - mmengine - INFO - Epoch(val) [1][2240/6282] eta: 0:02:50 time: 0.0421 data_time: 0.0048 memory: 577 2022/08/06 22:44:21 - mmengine - INFO - Epoch(val) [1][2260/6282] eta: 0:03:05 time: 0.0462 data_time: 0.0046 memory: 579 2022/08/06 22:44:22 - mmengine - INFO - Epoch(val) [1][2280/6282] eta: 0:03:06 time: 0.0466 data_time: 0.0043 memory: 579 2022/08/06 22:44:23 - mmengine - INFO - Epoch(val) [1][2300/6282] eta: 0:02:51 time: 0.0431 data_time: 0.0040 memory: 579 2022/08/06 22:44:24 - mmengine - INFO - Epoch(val) [1][2320/6282] eta: 0:03:00 time: 0.0455 data_time: 0.0048 memory: 579 2022/08/06 22:44:25 - mmengine - INFO - Epoch(val) [1][2340/6282] eta: 0:02:52 time: 0.0438 data_time: 0.0048 memory: 579 2022/08/06 22:44:26 - mmengine - INFO - Epoch(val) [1][2360/6282] eta: 0:02:51 time: 0.0438 data_time: 0.0049 memory: 577 2022/08/06 22:44:26 - mmengine - INFO - Epoch(val) [1][2380/6282] eta: 0:02:48 time: 0.0432 data_time: 0.0044 memory: 577 2022/08/06 22:44:27 - mmengine - INFO - Epoch(val) [1][2400/6282] eta: 0:02:42 time: 0.0418 data_time: 0.0047 memory: 577 2022/08/06 22:44:28 - mmengine - INFO - Epoch(val) [1][2420/6282] eta: 0:02:37 time: 0.0407 data_time: 0.0038 memory: 577 2022/08/06 22:44:29 - mmengine - INFO - Epoch(val) [1][2440/6282] eta: 0:02:53 time: 0.0452 data_time: 0.0043 memory: 577 2022/08/06 22:44:31 - mmengine - INFO - Epoch(val) [1][2460/6282] eta: 0:04:59 time: 0.0783 data_time: 0.0086 memory: 606 2022/08/06 22:44:32 - mmengine - INFO - Epoch(val) [1][2480/6282] eta: 0:02:51 time: 0.0451 data_time: 0.0046 memory: 606 2022/08/06 22:44:32 - mmengine - INFO - Epoch(val) [1][2500/6282] eta: 0:02:47 time: 0.0443 data_time: 0.0048 memory: 606 2022/08/06 22:44:33 - mmengine - INFO - Epoch(val) [1][2520/6282] eta: 0:02:56 time: 0.0470 data_time: 0.0045 memory: 606 2022/08/06 22:44:34 - mmengine - INFO - Epoch(val) [1][2540/6282] eta: 0:03:21 time: 0.0537 data_time: 0.0046 memory: 606 2022/08/06 22:44:35 - mmengine - INFO - Epoch(val) [1][2560/6282] eta: 0:03:07 time: 0.0505 data_time: 0.0037 memory: 606 2022/08/06 22:44:36 - mmengine - INFO - Epoch(val) [1][2580/6282] eta: 0:03:08 time: 0.0509 data_time: 0.0041 memory: 606 2022/08/06 22:44:37 - mmengine - INFO - Epoch(val) [1][2600/6282] eta: 0:02:57 time: 0.0483 data_time: 0.0055 memory: 606 2022/08/06 22:44:38 - mmengine - INFO - Epoch(val) [1][2620/6282] eta: 0:02:17 time: 0.0375 data_time: 0.0051 memory: 606 2022/08/06 22:44:39 - mmengine - INFO - Epoch(val) [1][2640/6282] eta: 0:01:35 time: 0.0262 data_time: 0.0022 memory: 606 2022/08/06 22:44:40 - mmengine - INFO - Epoch(val) [1][2660/6282] eta: 0:04:08 time: 0.0686 data_time: 0.0047 memory: 37535 2022/08/06 22:44:41 - mmengine - INFO - Epoch(val) [1][2680/6282] eta: 0:02:40 time: 0.0447 data_time: 0.0050 memory: 646 2022/08/06 22:44:42 - mmengine - INFO - Epoch(val) [1][2700/6282] eta: 0:02:41 time: 0.0450 data_time: 0.0062 memory: 646 2022/08/06 22:44:43 - mmengine - INFO - Epoch(val) [1][2720/6282] eta: 0:02:38 time: 0.0444 data_time: 0.0046 memory: 646 2022/08/06 22:44:44 - mmengine - INFO - Epoch(val) [1][2740/6282] eta: 0:02:39 time: 0.0452 data_time: 0.0049 memory: 646 2022/08/06 22:44:44 - mmengine - INFO - Epoch(val) [1][2760/6282] eta: 0:02:14 time: 0.0382 data_time: 0.0033 memory: 579 2022/08/06 22:44:45 - mmengine - INFO - Epoch(val) [1][2780/6282] eta: 0:02:23 time: 0.0410 data_time: 0.0041 memory: 579 2022/08/06 22:44:47 - mmengine - INFO - Epoch(val) [1][2800/6282] eta: 0:03:56 time: 0.0679 data_time: 0.0043 memory: 579 2022/08/06 22:44:47 - mmengine - INFO - Epoch(val) [1][2820/6282] eta: 0:02:32 time: 0.0440 data_time: 0.0044 memory: 579 2022/08/06 22:44:48 - mmengine - INFO - Epoch(val) [1][2840/6282] eta: 0:02:25 time: 0.0423 data_time: 0.0047 memory: 579 2022/08/06 22:44:49 - mmengine - INFO - Epoch(val) [1][2860/6282] eta: 0:02:35 time: 0.0454 data_time: 0.0042 memory: 606 2022/08/06 22:44:50 - mmengine - INFO - Epoch(val) [1][2880/6282] eta: 0:02:21 time: 0.0415 data_time: 0.0032 memory: 606 2022/08/06 22:44:51 - mmengine - INFO - Epoch(val) [1][2900/6282] eta: 0:02:00 time: 0.0356 data_time: 0.0027 memory: 606 2022/08/06 22:44:52 - mmengine - INFO - Epoch(val) [1][2920/6282] eta: 0:03:00 time: 0.0536 data_time: 0.0027 memory: 37521 2022/08/06 22:44:53 - mmengine - INFO - Epoch(val) [1][2940/6282] eta: 0:02:32 time: 0.0458 data_time: 0.0054 memory: 591 2022/08/06 22:44:54 - mmengine - INFO - Epoch(val) [1][2960/6282] eta: 0:02:31 time: 0.0457 data_time: 0.0048 memory: 591 2022/08/06 22:44:55 - mmengine - INFO - Epoch(val) [1][2980/6282] eta: 0:02:14 time: 0.0408 data_time: 0.0049 memory: 591 2022/08/06 22:44:55 - mmengine - INFO - Epoch(val) [1][3000/6282] eta: 0:02:17 time: 0.0419 data_time: 0.0048 memory: 591 2022/08/06 22:44:56 - mmengine - INFO - Epoch(val) [1][3020/6282] eta: 0:02:28 time: 0.0454 data_time: 0.0060 memory: 606 2022/08/06 22:44:57 - mmengine - INFO - Epoch(val) [1][3040/6282] eta: 0:02:10 time: 0.0402 data_time: 0.0038 memory: 606 2022/08/06 22:44:58 - mmengine - INFO - Epoch(val) [1][3060/6282] eta: 0:02:22 time: 0.0444 data_time: 0.0044 memory: 606 2022/08/06 22:44:59 - mmengine - INFO - Epoch(val) [1][3080/6282] eta: 0:02:11 time: 0.0410 data_time: 0.0031 memory: 606 2022/08/06 22:45:00 - mmengine - INFO - Epoch(val) [1][3100/6282] eta: 0:02:20 time: 0.0440 data_time: 0.0062 memory: 606 2022/08/06 22:45:01 - mmengine - INFO - Epoch(val) [1][3120/6282] eta: 0:03:50 time: 0.0730 data_time: 0.0041 memory: 579 2022/08/06 22:45:02 - mmengine - INFO - Epoch(val) [1][3140/6282] eta: 0:02:14 time: 0.0427 data_time: 0.0044 memory: 579 2022/08/06 22:45:03 - mmengine - INFO - Epoch(val) [1][3160/6282] eta: 0:02:20 time: 0.0449 data_time: 0.0053 memory: 579 2022/08/06 22:45:04 - mmengine - INFO - Epoch(val) [1][3180/6282] eta: 0:02:08 time: 0.0416 data_time: 0.0049 memory: 579 2022/08/06 22:45:05 - mmengine - INFO - Epoch(val) [1][3200/6282] eta: 0:02:21 time: 0.0459 data_time: 0.0047 memory: 606 2022/08/06 22:45:06 - mmengine - INFO - Epoch(val) [1][3220/6282] eta: 0:02:15 time: 0.0441 data_time: 0.0048 memory: 606 2022/08/06 22:45:06 - mmengine - INFO - Epoch(val) [1][3240/6282] eta: 0:02:15 time: 0.0445 data_time: 0.0045 memory: 606 2022/08/06 22:45:07 - mmengine - INFO - Epoch(val) [1][3260/6282] eta: 0:02:15 time: 0.0450 data_time: 0.0035 memory: 606 2022/08/06 22:45:08 - mmengine - INFO - Epoch(val) [1][3280/6282] eta: 0:02:00 time: 0.0400 data_time: 0.0024 memory: 606 2022/08/06 22:45:09 - mmengine - INFO - Epoch(val) [1][3300/6282] eta: 0:02:07 time: 0.0429 data_time: 0.0046 memory: 606 2022/08/06 22:45:10 - mmengine - INFO - Epoch(val) [1][3320/6282] eta: 0:02:00 time: 0.0405 data_time: 0.0040 memory: 606 2022/08/06 22:45:11 - mmengine - INFO - Epoch(val) [1][3340/6282] eta: 0:02:04 time: 0.0424 data_time: 0.0044 memory: 606 2022/08/06 22:45:11 - mmengine - INFO - Epoch(val) [1][3360/6282] eta: 0:02:01 time: 0.0417 data_time: 0.0060 memory: 606 2022/08/06 22:45:12 - mmengine - INFO - Epoch(val) [1][3380/6282] eta: 0:02:09 time: 0.0447 data_time: 0.0047 memory: 606 2022/08/06 22:45:13 - mmengine - INFO - Epoch(val) [1][3400/6282] eta: 0:02:09 time: 0.0450 data_time: 0.0050 memory: 577 2022/08/06 22:45:14 - mmengine - INFO - Epoch(val) [1][3420/6282] eta: 0:02:02 time: 0.0427 data_time: 0.0045 memory: 577 2022/08/06 22:45:15 - mmengine - INFO - Epoch(val) [1][3440/6282] eta: 0:01:57 time: 0.0415 data_time: 0.0054 memory: 577 2022/08/06 22:45:16 - mmengine - INFO - Epoch(val) [1][3460/6282] eta: 0:01:51 time: 0.0397 data_time: 0.0035 memory: 577 2022/08/06 22:45:17 - mmengine - INFO - Epoch(val) [1][3480/6282] eta: 0:01:55 time: 0.0413 data_time: 0.0051 memory: 577 2022/08/06 22:45:17 - mmengine - INFO - Epoch(val) [1][3500/6282] eta: 0:02:05 time: 0.0452 data_time: 0.0040 memory: 577 2022/08/06 22:45:18 - mmengine - INFO - Epoch(val) [1][3520/6282] eta: 0:01:56 time: 0.0421 data_time: 0.0052 memory: 577 2022/08/06 22:45:19 - mmengine - INFO - Epoch(val) [1][3540/6282] eta: 0:01:33 time: 0.0343 data_time: 0.0029 memory: 577 2022/08/06 22:45:20 - mmengine - INFO - Epoch(val) [1][3560/6282] eta: 0:01:31 time: 0.0337 data_time: 0.0032 memory: 577 2022/08/06 22:45:21 - mmengine - INFO - Epoch(val) [1][3580/6282] eta: 0:03:35 time: 0.0797 data_time: 0.0029 memory: 37524 2022/08/06 22:45:22 - mmengine - INFO - Epoch(val) [1][3600/6282] eta: 0:01:49 time: 0.0409 data_time: 0.0052 memory: 598 2022/08/06 22:45:23 - mmengine - INFO - Epoch(val) [1][3620/6282] eta: 0:02:08 time: 0.0482 data_time: 0.0060 memory: 598 2022/08/06 22:45:24 - mmengine - INFO - Epoch(val) [1][3640/6282] eta: 0:01:46 time: 0.0402 data_time: 0.0035 memory: 598 2022/08/06 22:45:25 - mmengine - INFO - Epoch(val) [1][3660/6282] eta: 0:01:54 time: 0.0438 data_time: 0.0052 memory: 598 2022/08/06 22:45:26 - mmengine - INFO - Epoch(val) [1][3680/6282] eta: 0:02:01 time: 0.0468 data_time: 0.0049 memory: 606 2022/08/06 22:45:27 - mmengine - INFO - Epoch(val) [1][3700/6282] eta: 0:01:58 time: 0.0459 data_time: 0.0037 memory: 606 2022/08/06 22:45:28 - mmengine - INFO - Epoch(val) [1][3720/6282] eta: 0:01:53 time: 0.0444 data_time: 0.0063 memory: 606 2022/08/06 22:45:28 - mmengine - INFO - Epoch(val) [1][3740/6282] eta: 0:01:53 time: 0.0447 data_time: 0.0052 memory: 606 2022/08/06 22:45:29 - mmengine - INFO - Epoch(val) [1][3760/6282] eta: 0:01:47 time: 0.0425 data_time: 0.0051 memory: 606 2022/08/06 22:45:30 - mmengine - INFO - Epoch(val) [1][3780/6282] eta: 0:01:55 time: 0.0462 data_time: 0.0031 memory: 606 2022/08/06 22:45:31 - mmengine - INFO - Epoch(val) [1][3800/6282] eta: 0:01:49 time: 0.0441 data_time: 0.0054 memory: 606 2022/08/06 22:45:32 - mmengine - INFO - Epoch(val) [1][3820/6282] eta: 0:01:43 time: 0.0419 data_time: 0.0045 memory: 606 2022/08/06 22:45:33 - mmengine - INFO - Epoch(val) [1][3840/6282] eta: 0:01:55 time: 0.0475 data_time: 0.0064 memory: 606 2022/08/06 22:45:34 - mmengine - INFO - Epoch(val) [1][3860/6282] eta: 0:01:43 time: 0.0426 data_time: 0.0037 memory: 606 2022/08/06 22:45:35 - mmengine - INFO - Epoch(val) [1][3880/6282] eta: 0:01:52 time: 0.0467 data_time: 0.0052 memory: 606 2022/08/06 22:45:36 - mmengine - INFO - Epoch(val) [1][3900/6282] eta: 0:01:57 time: 0.0493 data_time: 0.0053 memory: 606 2022/08/06 22:45:37 - mmengine - INFO - Epoch(val) [1][3920/6282] eta: 0:01:43 time: 0.0440 data_time: 0.0040 memory: 606 2022/08/06 22:45:37 - mmengine - INFO - Epoch(val) [1][3940/6282] eta: 0:01:41 time: 0.0431 data_time: 0.0046 memory: 606 2022/08/06 22:45:38 - mmengine - INFO - Epoch(val) [1][3960/6282] eta: 0:01:47 time: 0.0464 data_time: 0.0040 memory: 606 2022/08/06 22:45:39 - mmengine - INFO - Epoch(val) [1][3980/6282] eta: 0:01:41 time: 0.0440 data_time: 0.0046 memory: 606 2022/08/06 22:45:41 - mmengine - INFO - Epoch(val) [1][4000/6282] eta: 0:02:36 time: 0.0687 data_time: 0.0055 memory: 606 2022/08/06 22:45:41 - mmengine - INFO - Epoch(val) [1][4020/6282] eta: 0:01:31 time: 0.0403 data_time: 0.0033 memory: 606 2022/08/06 22:45:42 - mmengine - INFO - Epoch(val) [1][4040/6282] eta: 0:01:27 time: 0.0391 data_time: 0.0032 memory: 646 2022/08/06 22:45:43 - mmengine - INFO - Epoch(val) [1][4060/6282] eta: 0:01:32 time: 0.0414 data_time: 0.0033 memory: 646 2022/08/06 22:45:44 - mmengine - INFO - Epoch(val) [1][4080/6282] eta: 0:01:35 time: 0.0432 data_time: 0.0029 memory: 646 2022/08/06 22:45:45 - mmengine - INFO - Epoch(val) [1][4100/6282] eta: 0:01:29 time: 0.0411 data_time: 0.0047 memory: 646 2022/08/06 22:45:46 - mmengine - INFO - Epoch(val) [1][4120/6282] eta: 0:01:35 time: 0.0443 data_time: 0.0039 memory: 646 2022/08/06 22:45:46 - mmengine - INFO - Epoch(val) [1][4140/6282] eta: 0:01:29 time: 0.0420 data_time: 0.0051 memory: 646 2022/08/06 22:45:47 - mmengine - INFO - Epoch(val) [1][4160/6282] eta: 0:01:34 time: 0.0445 data_time: 0.0047 memory: 577 2022/08/06 22:45:48 - mmengine - INFO - Epoch(val) [1][4180/6282] eta: 0:01:26 time: 0.0412 data_time: 0.0044 memory: 577 2022/08/06 22:45:49 - mmengine - INFO - Epoch(val) [1][4200/6282] eta: 0:01:26 time: 0.0416 data_time: 0.0040 memory: 577 2022/08/06 22:45:50 - mmengine - INFO - Epoch(val) [1][4220/6282] eta: 0:01:30 time: 0.0437 data_time: 0.0048 memory: 577 2022/08/06 22:45:51 - mmengine - INFO - Epoch(val) [1][4240/6282] eta: 0:01:36 time: 0.0472 data_time: 0.0044 memory: 1692 2022/08/06 22:45:52 - mmengine - INFO - Epoch(val) [1][4260/6282] eta: 0:01:22 time: 0.0406 data_time: 0.0034 memory: 576 2022/08/06 22:45:52 - mmengine - INFO - Epoch(val) [1][4280/6282] eta: 0:01:19 time: 0.0397 data_time: 0.0032 memory: 576 2022/08/06 22:45:53 - mmengine - INFO - Epoch(val) [1][4300/6282] eta: 0:01:29 time: 0.0450 data_time: 0.0044 memory: 576 2022/08/06 22:45:54 - mmengine - INFO - Epoch(val) [1][4320/6282] eta: 0:01:20 time: 0.0413 data_time: 0.0044 memory: 576 2022/08/06 22:45:55 - mmengine - INFO - Epoch(val) [1][4340/6282] eta: 0:01:19 time: 0.0410 data_time: 0.0035 memory: 576 2022/08/06 22:45:56 - mmengine - INFO - Epoch(val) [1][4360/6282] eta: 0:01:18 time: 0.0408 data_time: 0.0035 memory: 606 2022/08/06 22:45:57 - mmengine - INFO - Epoch(val) [1][4380/6282] eta: 0:01:18 time: 0.0410 data_time: 0.0035 memory: 606 2022/08/06 22:45:57 - mmengine - INFO - Epoch(val) [1][4400/6282] eta: 0:01:02 time: 0.0333 data_time: 0.0029 memory: 606 2022/08/06 22:45:58 - mmengine - INFO - Epoch(val) [1][4420/6282] eta: 0:01:06 time: 0.0356 data_time: 0.0032 memory: 606 2022/08/06 22:45:59 - mmengine - INFO - Epoch(val) [1][4440/6282] eta: 0:01:41 time: 0.0552 data_time: 0.0034 memory: 37526 2022/08/06 22:46:00 - mmengine - INFO - Epoch(val) [1][4460/6282] eta: 0:01:09 time: 0.0382 data_time: 0.0041 memory: 610 2022/08/06 22:46:01 - mmengine - INFO - Epoch(val) [1][4480/6282] eta: 0:02:07 time: 0.0706 data_time: 0.0043 memory: 610 2022/08/06 22:46:02 - mmengine - INFO - Epoch(val) [1][4500/6282] eta: 0:01:20 time: 0.0450 data_time: 0.0039 memory: 610 2022/08/06 22:46:03 - mmengine - INFO - Epoch(val) [1][4520/6282] eta: 0:01:20 time: 0.0455 data_time: 0.0052 memory: 610 2022/08/06 22:46:04 - mmengine - INFO - Epoch(val) [1][4540/6282] eta: 0:01:07 time: 0.0385 data_time: 0.0042 memory: 579 2022/08/06 22:46:05 - mmengine - INFO - Epoch(val) [1][4560/6282] eta: 0:01:12 time: 0.0424 data_time: 0.0061 memory: 579 2022/08/06 22:46:06 - mmengine - INFO - Epoch(val) [1][4580/6282] eta: 0:01:11 time: 0.0420 data_time: 0.0036 memory: 579 2022/08/06 22:46:06 - mmengine - INFO - Epoch(val) [1][4600/6282] eta: 0:01:09 time: 0.0416 data_time: 0.0044 memory: 579 2022/08/06 22:46:07 - mmengine - INFO - Epoch(val) [1][4620/6282] eta: 0:01:12 time: 0.0439 data_time: 0.0052 memory: 579 2022/08/06 22:46:08 - mmengine - INFO - Epoch(val) [1][4640/6282] eta: 0:01:12 time: 0.0439 data_time: 0.0039 memory: 610 2022/08/06 22:46:09 - mmengine - INFO - Epoch(val) [1][4660/6282] eta: 0:01:08 time: 0.0423 data_time: 0.0042 memory: 610 2022/08/06 22:46:10 - mmengine - INFO - Epoch(val) [1][4680/6282] eta: 0:01:06 time: 0.0415 data_time: 0.0050 memory: 610 2022/08/06 22:46:11 - mmengine - INFO - Epoch(val) [1][4700/6282] eta: 0:01:38 time: 0.0623 data_time: 0.0258 memory: 610 2022/08/06 22:46:12 - mmengine - INFO - Epoch(val) [1][4720/6282] eta: 0:01:13 time: 0.0471 data_time: 0.0038 memory: 5154 2022/08/06 22:46:13 - mmengine - INFO - Epoch(val) [1][4740/6282] eta: 0:01:02 time: 0.0404 data_time: 0.0028 memory: 590 2022/08/06 22:46:14 - mmengine - INFO - Epoch(val) [1][4760/6282] eta: 0:01:01 time: 0.0406 data_time: 0.0037 memory: 590 2022/08/06 22:46:15 - mmengine - INFO - Epoch(val) [1][4780/6282] eta: 0:01:08 time: 0.0456 data_time: 0.0045 memory: 590 2022/08/06 22:46:15 - mmengine - INFO - Epoch(val) [1][4800/6282] eta: 0:01:04 time: 0.0437 data_time: 0.0044 memory: 590 2022/08/06 22:46:16 - mmengine - INFO - Epoch(val) [1][4820/6282] eta: 0:00:55 time: 0.0377 data_time: 0.0034 memory: 606 2022/08/06 22:46:17 - mmengine - INFO - Epoch(val) [1][4840/6282] eta: 0:01:01 time: 0.0426 data_time: 0.0043 memory: 606 2022/08/06 22:46:18 - mmengine - INFO - Epoch(val) [1][4860/6282] eta: 0:01:01 time: 0.0434 data_time: 0.0050 memory: 606 2022/08/06 22:46:19 - mmengine - INFO - Epoch(val) [1][4880/6282] eta: 0:00:56 time: 0.0401 data_time: 0.0041 memory: 606 2022/08/06 22:46:19 - mmengine - INFO - Epoch(val) [1][4900/6282] eta: 0:00:51 time: 0.0373 data_time: 0.0037 memory: 606 2022/08/06 22:46:21 - mmengine - INFO - Epoch(val) [1][4920/6282] eta: 0:01:45 time: 0.0777 data_time: 0.0036 memory: 5158 2022/08/06 22:46:22 - mmengine - INFO - Epoch(val) [1][4940/6282] eta: 0:00:57 time: 0.0427 data_time: 0.0044 memory: 608 2022/08/06 22:46:23 - mmengine - INFO - Epoch(val) [1][4960/6282] eta: 0:00:55 time: 0.0420 data_time: 0.0037 memory: 608 2022/08/06 22:46:24 - mmengine - INFO - Epoch(val) [1][4980/6282] eta: 0:00:55 time: 0.0423 data_time: 0.0040 memory: 608 2022/08/06 22:46:24 - mmengine - INFO - Epoch(val) [1][5000/6282] eta: 0:00:55 time: 0.0437 data_time: 0.0054 memory: 608 2022/08/06 22:46:25 - mmengine - INFO - Epoch(val) [1][5020/6282] eta: 0:00:54 time: 0.0433 data_time: 0.0045 memory: 608 2022/08/06 22:46:26 - mmengine - INFO - Epoch(val) [1][5040/6282] eta: 0:00:48 time: 0.0387 data_time: 0.0042 memory: 579 2022/08/06 22:46:27 - mmengine - INFO - Epoch(val) [1][5060/6282] eta: 0:00:50 time: 0.0409 data_time: 0.0052 memory: 579 2022/08/06 22:46:28 - mmengine - INFO - Epoch(val) [1][5080/6282] eta: 0:00:48 time: 0.0405 data_time: 0.0049 memory: 579 2022/08/06 22:46:29 - mmengine - INFO - Epoch(val) [1][5100/6282] eta: 0:00:50 time: 0.0427 data_time: 0.0056 memory: 579 2022/08/06 22:46:29 - mmengine - INFO - Epoch(val) [1][5120/6282] eta: 0:00:46 time: 0.0401 data_time: 0.0030 memory: 579 2022/08/06 22:46:30 - mmengine - INFO - Epoch(val) [1][5140/6282] eta: 0:00:53 time: 0.0466 data_time: 0.0062 memory: 577 2022/08/06 22:46:31 - mmengine - INFO - Epoch(val) [1][5160/6282] eta: 0:00:48 time: 0.0436 data_time: 0.0037 memory: 577 2022/08/06 22:46:32 - mmengine - INFO - Epoch(val) [1][5180/6282] eta: 0:00:48 time: 0.0437 data_time: 0.0038 memory: 577 2022/08/06 22:46:33 - mmengine - INFO - Epoch(val) [1][5200/6282] eta: 0:00:56 time: 0.0518 data_time: 0.0152 memory: 577 2022/08/06 22:46:34 - mmengine - INFO - Epoch(val) [1][5220/6282] eta: 0:00:47 time: 0.0450 data_time: 0.0049 memory: 577 2022/08/06 22:46:35 - mmengine - INFO - Epoch(val) [1][5240/6282] eta: 0:00:44 time: 0.0431 data_time: 0.0058 memory: 576 2022/08/06 22:46:36 - mmengine - INFO - Epoch(val) [1][5260/6282] eta: 0:00:39 time: 0.0387 data_time: 0.0034 memory: 576 2022/08/06 22:46:36 - mmengine - INFO - Epoch(val) [1][5280/6282] eta: 0:00:40 time: 0.0408 data_time: 0.0048 memory: 576 2022/08/06 22:46:37 - mmengine - INFO - Epoch(val) [1][5300/6282] eta: 0:00:46 time: 0.0471 data_time: 0.0043 memory: 576 2022/08/06 22:46:38 - mmengine - INFO - Epoch(val) [1][5320/6282] eta: 0:00:42 time: 0.0437 data_time: 0.0039 memory: 577 2022/08/06 22:46:39 - mmengine - INFO - Epoch(val) [1][5340/6282] eta: 0:00:38 time: 0.0406 data_time: 0.0042 memory: 577 2022/08/06 22:46:40 - mmengine - INFO - Epoch(val) [1][5360/6282] eta: 0:00:39 time: 0.0432 data_time: 0.0045 memory: 577 2022/08/06 22:46:41 - mmengine - INFO - Epoch(val) [1][5380/6282] eta: 0:01:06 time: 0.0736 data_time: 0.0041 memory: 577 2022/08/06 22:46:42 - mmengine - INFO - Epoch(val) [1][5400/6282] eta: 0:00:38 time: 0.0436 data_time: 0.0036 memory: 577 2022/08/06 22:46:43 - mmengine - INFO - Epoch(val) [1][5420/6282] eta: 0:00:39 time: 0.0460 data_time: 0.0083 memory: 577 2022/08/06 22:46:44 - mmengine - INFO - Epoch(val) [1][5440/6282] eta: 0:00:36 time: 0.0433 data_time: 0.0049 memory: 577 2022/08/06 22:46:45 - mmengine - INFO - Epoch(val) [1][5460/6282] eta: 0:00:32 time: 0.0394 data_time: 0.0038 memory: 577 2022/08/06 22:46:46 - mmengine - INFO - Epoch(val) [1][5480/6282] eta: 0:00:29 time: 0.0371 data_time: 0.0038 memory: 577 2022/08/06 22:46:46 - mmengine - INFO - Epoch(val) [1][5500/6282] eta: 0:00:29 time: 0.0372 data_time: 0.0031 memory: 577 2022/08/06 22:46:48 - mmengine - INFO - Epoch(val) [1][5520/6282] eta: 0:00:43 time: 0.0572 data_time: 0.0056 memory: 37520 2022/08/06 22:46:48 - mmengine - INFO - Epoch(val) [1][5540/6282] eta: 0:00:31 time: 0.0429 data_time: 0.0048 memory: 588 2022/08/06 22:46:49 - mmengine - INFO - Epoch(val) [1][5560/6282] eta: 0:00:27 time: 0.0385 data_time: 0.0031 memory: 588 2022/08/06 22:46:50 - mmengine - INFO - Epoch(val) [1][5580/6282] eta: 0:00:29 time: 0.0427 data_time: 0.0038 memory: 588 2022/08/06 22:46:51 - mmengine - INFO - Epoch(val) [1][5600/6282] eta: 0:00:33 time: 0.0487 data_time: 0.0059 memory: 588 2022/08/06 22:46:52 - mmengine - INFO - Epoch(val) [1][5620/6282] eta: 0:00:29 time: 0.0451 data_time: 0.0051 memory: 588 2022/08/06 22:46:53 - mmengine - INFO - Epoch(val) [1][5640/6282] eta: 0:00:26 time: 0.0409 data_time: 0.0029 memory: 577 2022/08/06 22:46:54 - mmengine - INFO - Epoch(val) [1][5660/6282] eta: 0:00:26 time: 0.0424 data_time: 0.0063 memory: 577 2022/08/06 22:46:54 - mmengine - INFO - Epoch(val) [1][5680/6282] eta: 0:00:25 time: 0.0423 data_time: 0.0043 memory: 577 2022/08/06 22:46:55 - mmengine - INFO - Epoch(val) [1][5700/6282] eta: 0:00:19 time: 0.0331 data_time: 0.0040 memory: 577 2022/08/06 22:46:56 - mmengine - INFO - Epoch(val) [1][5720/6282] eta: 0:00:32 time: 0.0577 data_time: 0.0051 memory: 37522 2022/08/06 22:46:57 - mmengine - INFO - Epoch(val) [1][5740/6282] eta: 0:00:22 time: 0.0412 data_time: 0.0047 memory: 594 2022/08/06 22:46:58 - mmengine - INFO - Epoch(val) [1][5760/6282] eta: 0:00:23 time: 0.0445 data_time: 0.0055 memory: 594 2022/08/06 22:46:59 - mmengine - INFO - Epoch(val) [1][5780/6282] eta: 0:00:23 time: 0.0459 data_time: 0.0042 memory: 594 2022/08/06 22:47:00 - mmengine - INFO - Epoch(val) [1][5800/6282] eta: 0:00:21 time: 0.0446 data_time: 0.0056 memory: 594 2022/08/06 22:47:01 - mmengine - INFO - Epoch(val) [1][5820/6282] eta: 0:00:30 time: 0.0667 data_time: 0.0053 memory: 594 2022/08/06 22:47:02 - mmengine - INFO - Epoch(val) [1][5840/6282] eta: 0:00:19 time: 0.0432 data_time: 0.0048 memory: 588 2022/08/06 22:47:03 - mmengine - INFO - Epoch(val) [1][5860/6282] eta: 0:00:18 time: 0.0443 data_time: 0.0049 memory: 588 2022/08/06 22:47:04 - mmengine - INFO - Epoch(val) [1][5880/6282] eta: 0:00:16 time: 0.0418 data_time: 0.0035 memory: 588 2022/08/06 22:47:04 - mmengine - INFO - Epoch(val) [1][5900/6282] eta: 0:00:14 time: 0.0377 data_time: 0.0034 memory: 588 2022/08/06 22:47:05 - mmengine - INFO - Epoch(val) [1][5920/6282] eta: 0:00:14 time: 0.0407 data_time: 0.0043 memory: 588 2022/08/06 22:47:06 - mmengine - INFO - Epoch(val) [1][5940/6282] eta: 0:00:13 time: 0.0407 data_time: 0.0049 memory: 577 2022/08/06 22:47:07 - mmengine - INFO - Epoch(val) [1][5960/6282] eta: 0:00:13 time: 0.0434 data_time: 0.0041 memory: 577 2022/08/06 22:47:08 - mmengine - INFO - Epoch(val) [1][5980/6282] eta: 0:00:12 time: 0.0427 data_time: 0.0049 memory: 577 2022/08/06 22:47:09 - mmengine - INFO - Epoch(val) [1][6000/6282] eta: 0:00:13 time: 0.0482 data_time: 0.0057 memory: 606 2022/08/06 22:47:10 - mmengine - INFO - Epoch(val) [1][6020/6282] eta: 0:00:11 time: 0.0430 data_time: 0.0044 memory: 606 2022/08/06 22:47:11 - mmengine - INFO - Epoch(val) [1][6040/6282] eta: 0:00:13 time: 0.0544 data_time: 0.0103 memory: 606 2022/08/06 22:47:12 - mmengine - INFO - Epoch(val) [1][6060/6282] eta: 0:00:09 time: 0.0426 data_time: 0.0040 memory: 606 2022/08/06 22:47:13 - mmengine - INFO - Epoch(val) [1][6080/6282] eta: 0:00:09 time: 0.0454 data_time: 0.0058 memory: 606 2022/08/06 22:47:13 - mmengine - INFO - Epoch(val) [1][6100/6282] eta: 0:00:08 time: 0.0473 data_time: 0.0055 memory: 606 2022/08/06 22:47:14 - mmengine - INFO - Epoch(val) [1][6120/6282] eta: 0:00:06 time: 0.0422 data_time: 0.0036 memory: 606 2022/08/06 22:47:15 - mmengine - INFO - Epoch(val) [1][6140/6282] eta: 0:00:06 time: 0.0439 data_time: 0.0054 memory: 606 2022/08/06 22:47:17 - mmengine - INFO - Epoch(val) [1][6160/6282] eta: 0:00:08 time: 0.0668 data_time: 0.0041 memory: 606 2022/08/06 22:47:17 - mmengine - INFO - Epoch(val) [1][6180/6282] eta: 0:00:04 time: 0.0407 data_time: 0.0051 memory: 606 2022/08/06 22:47:18 - mmengine - INFO - Epoch(val) [1][6200/6282] eta: 0:00:03 time: 0.0394 data_time: 0.0037 memory: 606 2022/08/06 22:47:19 - mmengine - INFO - Epoch(val) [1][6220/6282] eta: 0:00:02 time: 0.0431 data_time: 0.0043 memory: 606 2022/08/06 22:47:20 - mmengine - INFO - Epoch(val) [1][6240/6282] eta: 0:00:01 time: 0.0343 data_time: 0.0032 memory: 606 2022/08/06 22:47:20 - mmengine - INFO - Epoch(val) [1][6260/6282] eta: 0:00:00 time: 0.0265 data_time: 0.0021 memory: 606 2022/08/06 22:47:21 - mmengine - INFO - Epoch(val) [1][6280/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0014 memory: 606 2022/08/06 22:52:20 - mmengine - INFO - Epoch(val) [1][6282/6282] mAP/mAP@0.5IOU: 0.1328 2022/08/06 22:52:23 - mmengine - INFO - The best checkpoint with 0.1328 mAP/mAP@0.5IOU at 2 epoch is saved to best_mAP/mAP@0.5IOU_epoch_2.pth. 2022/08/06 22:52:31 - mmengine - INFO - Epoch(train) [2][20/1441] lr: 6.5000e-02 eta: 3:17:01 time: 0.4040 data_time: 0.0489 memory: 8503 grad_norm: 0.2559 recall@thr=0.5: 0.3869 prec@thr=0.5: 0.4841 recall@top3: 0.6329 prec@top3: 0.4524 recall@top5: 0.7659 prec@top5: 0.3429 loss_action_cls: 0.0873 loss: 0.0873 2022/08/06 22:52:38 - mmengine - INFO - Epoch(train) [2][40/1441] lr: 6.5000e-02 eta: 3:16:28 time: 0.3677 data_time: 0.0209 memory: 8503 grad_norm: 0.2200 recall@thr=0.5: 0.3889 prec@thr=0.5: 0.4524 recall@top3: 0.7302 prec@top3: 0.5000 recall@top5: 0.8710 prec@top5: 0.3762 loss_action_cls: 0.0926 loss: 0.0926 2022/08/06 22:52:47 - mmengine - INFO - Epoch(train) [2][60/1441] lr: 6.5000e-02 eta: 3:16:18 time: 0.4271 data_time: 0.0200 memory: 8503 grad_norm: 0.2168 recall@thr=0.5: 0.5645 prec@thr=0.5: 0.6806 recall@top3: 0.6423 prec@top3: 0.6173 recall@top5: 0.8701 prec@top5: 0.5111 loss_action_cls: 0.0896 loss: 0.0896 2022/08/06 22:52:54 - mmengine - INFO - Epoch(train) [2][80/1441] lr: 6.5000e-02 eta: 3:15:45 time: 0.3639 data_time: 0.0195 memory: 8503 grad_norm: 0.2247 recall@thr=0.5: 0.3869 prec@thr=0.5: 0.5714 recall@top3: 0.6706 prec@top3: 0.5476 recall@top5: 0.7500 prec@top5: 0.3762 loss_action_cls: 0.0830 loss: 0.0830 2022/08/06 22:53:02 - mmengine - INFO - Epoch(train) [2][100/1441] lr: 6.5000e-02 eta: 3:15:26 time: 0.4001 data_time: 0.0357 memory: 8503 grad_norm: 0.2260 recall@thr=0.5: 0.6389 prec@thr=0.5: 0.7865 recall@top3: 0.7118 prec@top3: 0.6319 recall@top5: 0.9097 prec@top5: 0.4875 loss_action_cls: 0.0938 loss: 0.0938 2022/08/06 22:53:09 - mmengine - INFO - Epoch(train) [2][120/1441] lr: 6.5000e-02 eta: 3:14:55 time: 0.3658 data_time: 0.0221 memory: 8503 grad_norm: 0.1825 recall@thr=0.5: 0.4906 prec@thr=0.5: 0.6667 recall@top3: 0.7316 prec@top3: 0.5903 recall@top5: 0.8705 prec@top5: 0.4292 loss_action_cls: 0.0947 loss: 0.0947 2022/08/06 22:53:17 - mmengine - INFO - Epoch(train) [2][140/1441] lr: 6.5000e-02 eta: 3:14:38 time: 0.4028 data_time: 0.0213 memory: 8503 grad_norm: 0.1986 recall@thr=0.5: 0.3849 prec@thr=0.5: 0.5794 recall@top3: 0.6925 prec@top3: 0.5794 recall@top5: 0.8810 prec@top5: 0.4524 loss_action_cls: 0.0818 loss: 0.0818 2022/08/06 22:53:25 - mmengine - INFO - Epoch(train) [2][160/1441] lr: 6.5000e-02 eta: 3:14:14 time: 0.3836 data_time: 0.0227 memory: 8503 grad_norm: 0.1772 recall@thr=0.5: 0.5994 prec@thr=0.5: 0.7233 recall@top3: 0.7289 prec@top3: 0.6478 recall@top5: 0.8821 prec@top5: 0.4868 loss_action_cls: 0.0936 loss: 0.0936 2022/08/06 22:53:33 - mmengine - INFO - Epoch(train) [2][180/1441] lr: 6.5000e-02 eta: 3:13:49 time: 0.3797 data_time: 0.0198 memory: 8503 grad_norm: 0.1706 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.7517 recall@top3: 0.6837 prec@top3: 0.6259 recall@top5: 0.8503 prec@top5: 0.4816 loss_action_cls: 0.0866 loss: 0.0866 2022/08/06 22:53:40 - mmengine - INFO - Epoch(train) [2][200/1441] lr: 6.5000e-02 eta: 3:13:23 time: 0.3761 data_time: 0.0249 memory: 8503 grad_norm: 0.1756 recall@thr=0.5: 0.5325 prec@thr=0.5: 0.6609 recall@top3: 0.7103 prec@top3: 0.5805 recall@top5: 0.8925 prec@top5: 0.4448 loss_action_cls: 0.0813 loss: 0.0813 2022/08/06 22:53:48 - mmengine - INFO - Epoch(train) [2][220/1441] lr: 6.5000e-02 eta: 3:13:06 time: 0.4016 data_time: 0.0181 memory: 8503 grad_norm: 0.1665 recall@thr=0.5: 0.6215 prec@thr=0.5: 0.5347 recall@top3: 0.7604 prec@top3: 0.5139 recall@top5: 0.8889 prec@top5: 0.3583 loss_action_cls: 0.0931 loss: 0.0931 2022/08/06 22:53:57 - mmengine - INFO - Epoch(train) [2][240/1441] lr: 6.5000e-02 eta: 3:12:58 time: 0.4271 data_time: 0.0218 memory: 8503 grad_norm: 0.2212 recall@thr=0.5: 0.5194 prec@thr=0.5: 0.5465 recall@top3: 0.6938 prec@top3: 0.5116 recall@top5: 0.8643 prec@top5: 0.3814 loss_action_cls: 0.0860 loss: 0.0860 2022/08/06 22:54:05 - mmengine - INFO - Epoch(train) [2][260/1441] lr: 6.5000e-02 eta: 3:12:42 time: 0.4024 data_time: 0.0209 memory: 8503 grad_norm: 0.1954 recall@thr=0.5: 0.5197 prec@thr=0.5: 0.7152 recall@top3: 0.6803 prec@top3: 0.6061 recall@top5: 0.9015 prec@top5: 0.4909 loss_action_cls: 0.0822 loss: 0.0822 2022/08/06 22:54:12 - mmengine - INFO - Epoch(train) [2][280/1441] lr: 6.5000e-02 eta: 3:12:15 time: 0.3677 data_time: 0.0210 memory: 8503 grad_norm: 0.2072 recall@thr=0.5: 0.4947 prec@thr=0.5: 0.6418 recall@top3: 0.6702 prec@top3: 0.5887 recall@top5: 0.8351 prec@top5: 0.4426 loss_action_cls: 0.0853 loss: 0.0853 2022/08/06 22:54:20 - mmengine - INFO - Epoch(train) [2][300/1441] lr: 6.5000e-02 eta: 3:11:54 time: 0.3865 data_time: 0.0185 memory: 8503 grad_norm: 0.1844 recall@thr=0.5: 0.4218 prec@thr=0.5: 0.4592 recall@top3: 0.6034 prec@top3: 0.4898 recall@top5: 0.7330 prec@top5: 0.3633 loss_action_cls: 0.0858 loss: 0.0858 2022/08/06 22:54:28 - mmengine - INFO - Epoch(train) [2][320/1441] lr: 6.5000e-02 eta: 3:11:34 time: 0.3884 data_time: 0.0227 memory: 8503 grad_norm: 0.1841 recall@thr=0.5: 0.5152 prec@thr=0.5: 0.4975 recall@top3: 0.6566 prec@top3: 0.4444 recall@top5: 0.8838 prec@top5: 0.3697 loss_action_cls: 0.0871 loss: 0.0871 2022/08/06 22:54:35 - mmengine - INFO - Epoch(train) [2][340/1441] lr: 6.5000e-02 eta: 3:11:14 time: 0.3867 data_time: 0.0196 memory: 8503 grad_norm: 0.1890 recall@thr=0.5: 0.5867 prec@thr=0.5: 0.6497 recall@top3: 0.7755 prec@top3: 0.6259 recall@top5: 0.9813 prec@top5: 0.4653 loss_action_cls: 0.0777 loss: 0.0777 2022/08/06 22:54:43 - mmengine - INFO - Epoch(train) [2][360/1441] lr: 6.5000e-02 eta: 3:10:59 time: 0.4023 data_time: 0.0205 memory: 8503 grad_norm: 0.1902 recall@thr=0.5: 0.5119 prec@thr=0.5: 0.5323 recall@top3: 0.6276 prec@top3: 0.4898 recall@top5: 0.8299 prec@top5: 0.4041 loss_action_cls: 0.0866 loss: 0.0866 2022/08/06 22:54:51 - mmengine - INFO - Epoch(train) [2][380/1441] lr: 6.5000e-02 eta: 3:10:40 time: 0.3890 data_time: 0.0189 memory: 8503 grad_norm: 0.1550 recall@thr=0.5: 0.5324 prec@thr=0.5: 0.6543 recall@top3: 0.6806 prec@top3: 0.5309 recall@top5: 0.8519 prec@top5: 0.4037 loss_action_cls: 0.0822 loss: 0.0822 2022/08/06 22:54:58 - mmengine - INFO - Epoch(train) [2][400/1441] lr: 6.5000e-02 eta: 3:10:14 time: 0.3643 data_time: 0.0201 memory: 8503 grad_norm: 0.1604 recall@thr=0.5: 0.4821 prec@thr=0.5: 0.6768 recall@top3: 0.6809 prec@top3: 0.6098 recall@top5: 0.8886 prec@top5: 0.4683 loss_action_cls: 0.0829 loss: 0.0829 2022/08/06 22:55:07 - mmengine - INFO - Epoch(train) [2][420/1441] lr: 6.5000e-02 eta: 3:10:04 time: 0.4177 data_time: 0.0195 memory: 8503 grad_norm: 0.1779 recall@thr=0.5: 0.7393 prec@thr=0.5: 0.6624 recall@top3: 0.7671 prec@top3: 0.5983 recall@top5: 0.9829 prec@top5: 0.4667 loss_action_cls: 0.0772 loss: 0.0772 2022/08/06 22:55:14 - mmengine - INFO - Epoch(train) [2][440/1441] lr: 6.5000e-02 eta: 3:09:40 time: 0.3671 data_time: 0.0217 memory: 8503 grad_norm: 0.2051 recall@thr=0.5: 0.4688 prec@thr=0.5: 0.5621 recall@top3: 0.6621 prec@top3: 0.5532 recall@top5: 0.8429 prec@top5: 0.4426 loss_action_cls: 0.0898 loss: 0.0898 2022/08/06 22:55:22 - mmengine - INFO - Epoch(train) [2][460/1441] lr: 6.5000e-02 eta: 3:09:25 time: 0.3995 data_time: 0.0222 memory: 8503 grad_norm: 0.1581 recall@thr=0.5: 0.5646 prec@thr=0.5: 0.5578 recall@top3: 0.6190 prec@top3: 0.4626 recall@top5: 0.7942 prec@top5: 0.3673 loss_action_cls: 0.0782 loss: 0.0782 2022/08/06 22:55:29 - mmengine - INFO - Epoch(train) [2][480/1441] lr: 6.5000e-02 eta: 3:09:01 time: 0.3664 data_time: 0.0203 memory: 8503 grad_norm: 0.1656 recall@thr=0.5: 0.5822 prec@thr=0.5: 0.7879 recall@top3: 0.8246 prec@top3: 0.6818 recall@top5: 0.9564 prec@top5: 0.5045 loss_action_cls: 0.0773 loss: 0.0773 2022/08/06 22:55:37 - mmengine - INFO - Epoch(train) [2][500/1441] lr: 6.5000e-02 eta: 3:08:37 time: 0.3672 data_time: 0.0190 memory: 8503 grad_norm: 0.1762 recall@thr=0.5: 0.5488 prec@thr=0.5: 0.6951 recall@top3: 0.6992 prec@top3: 0.5772 recall@top5: 0.8659 prec@top5: 0.4293 loss_action_cls: 0.0873 loss: 0.0873 2022/08/06 22:55:44 - mmengine - INFO - Epoch(train) [2][520/1441] lr: 6.5000e-02 eta: 3:08:15 time: 0.3717 data_time: 0.0214 memory: 8503 grad_norm: 0.1338 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.6789 recall@top3: 0.8505 prec@top3: 0.5392 recall@top5: 0.8725 prec@top5: 0.3353 loss_action_cls: 0.0918 loss: 0.0918 2022/08/06 22:55:53 - mmengine - INFO - Epoch(train) [2][540/1441] lr: 6.5000e-02 eta: 3:08:06 time: 0.4180 data_time: 0.0223 memory: 8503 grad_norm: 0.1457 recall@thr=0.5: 0.4388 prec@thr=0.5: 0.5986 recall@top3: 0.7449 prec@top3: 0.6054 recall@top5: 0.8537 prec@top5: 0.4286 loss_action_cls: 0.0766 loss: 0.0766 2022/08/06 22:56:00 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 22:56:00 - mmengine - INFO - Epoch(train) [2][560/1441] lr: 6.5000e-02 eta: 3:07:45 time: 0.3740 data_time: 0.0205 memory: 8503 grad_norm: 0.1507 recall@thr=0.5: 0.4449 prec@thr=0.5: 0.5695 recall@top3: 0.6709 prec@top3: 0.6328 recall@top5: 0.8955 prec@top5: 0.5119 loss_action_cls: 0.0853 loss: 0.0853 2022/08/06 22:56:07 - mmengine - INFO - Epoch(train) [2][580/1441] lr: 6.5000e-02 eta: 3:07:22 time: 0.3651 data_time: 0.0223 memory: 8503 grad_norm: 0.1965 recall@thr=0.5: 0.5714 prec@thr=0.5: 0.5493 recall@top3: 0.7160 prec@top3: 0.4898 recall@top5: 0.8367 prec@top5: 0.3633 loss_action_cls: 0.0802 loss: 0.0802 2022/08/06 22:56:16 - mmengine - INFO - Epoch(train) [2][600/1441] lr: 6.5000e-02 eta: 3:07:13 time: 0.4177 data_time: 0.0216 memory: 8503 grad_norm: 0.1932 recall@thr=0.5: 0.4957 prec@thr=0.5: 0.6004 recall@top3: 0.6645 prec@top3: 0.5385 recall@top5: 0.7906 prec@top5: 0.3897 loss_action_cls: 0.0843 loss: 0.0843 2022/08/06 22:56:23 - mmengine - INFO - Epoch(train) [2][620/1441] lr: 6.5000e-02 eta: 3:06:52 time: 0.3685 data_time: 0.0276 memory: 8503 grad_norm: 0.1667 recall@thr=0.5: 0.5434 prec@thr=0.5: 0.6609 recall@top3: 0.7514 prec@top3: 0.6207 recall@top5: 0.9236 prec@top5: 0.4793 loss_action_cls: 0.0786 loss: 0.0786 2022/08/06 22:56:30 - mmengine - INFO - Epoch(train) [2][640/1441] lr: 6.5000e-02 eta: 3:06:31 time: 0.3722 data_time: 0.0214 memory: 8503 grad_norm: 0.1684 recall@thr=0.5: 0.4570 prec@thr=0.5: 0.6008 recall@top3: 0.6624 prec@top3: 0.5116 recall@top5: 0.8287 prec@top5: 0.4140 loss_action_cls: 0.0869 loss: 0.0869 2022/08/06 22:56:39 - mmengine - INFO - Epoch(train) [2][660/1441] lr: 6.5000e-02 eta: 3:06:23 time: 0.4168 data_time: 0.0224 memory: 8503 grad_norm: 0.1651 recall@thr=0.5: 0.5793 prec@thr=0.5: 0.7520 recall@top3: 0.7276 prec@top3: 0.6179 recall@top5: 0.9492 prec@top5: 0.4829 loss_action_cls: 0.0851 loss: 0.0851 2022/08/06 22:56:47 - mmengine - INFO - Epoch(train) [2][680/1441] lr: 6.5000e-02 eta: 3:06:08 time: 0.3923 data_time: 0.0212 memory: 8503 grad_norm: 0.1562 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.7000 recall@top3: 0.7188 prec@top3: 0.5833 recall@top5: 0.8938 prec@top5: 0.4350 loss_action_cls: 0.0776 loss: 0.0776 2022/08/06 22:56:54 - mmengine - INFO - Epoch(train) [2][700/1441] lr: 6.5000e-02 eta: 3:05:52 time: 0.3896 data_time: 0.0216 memory: 8503 grad_norm: 0.1663 recall@thr=0.5: 0.5752 prec@thr=0.5: 0.6435 recall@top3: 0.7276 prec@top3: 0.6260 recall@top5: 0.8862 prec@top5: 0.4488 loss_action_cls: 0.0840 loss: 0.0840 2022/08/06 22:57:02 - mmengine - INFO - Epoch(train) [2][720/1441] lr: 6.5000e-02 eta: 3:05:40 time: 0.4008 data_time: 0.0208 memory: 8503 grad_norm: 0.1747 recall@thr=0.5: 0.5389 prec@thr=0.5: 0.6704 recall@top3: 0.6870 prec@top3: 0.6222 recall@top5: 0.8593 prec@top5: 0.4756 loss_action_cls: 0.0789 loss: 0.0789 2022/08/06 22:57:10 - mmengine - INFO - Epoch(train) [2][740/1441] lr: 6.5000e-02 eta: 3:05:19 time: 0.3690 data_time: 0.0211 memory: 8503 grad_norm: 0.1382 recall@thr=0.5: 0.6196 prec@thr=0.5: 0.6855 recall@top3: 0.7645 prec@top3: 0.6739 recall@top5: 0.9420 prec@top5: 0.5087 loss_action_cls: 0.0765 loss: 0.0765 2022/08/06 22:57:18 - mmengine - INFO - Epoch(train) [2][760/1441] lr: 6.5000e-02 eta: 3:05:05 time: 0.3933 data_time: 0.0201 memory: 8503 grad_norm: 0.1441 recall@thr=0.5: 0.4802 prec@thr=0.5: 0.5476 recall@top3: 0.6298 prec@top3: 0.4921 recall@top5: 0.8472 prec@top5: 0.4143 loss_action_cls: 0.0840 loss: 0.0840 2022/08/06 22:57:26 - mmengine - INFO - Epoch(train) [2][780/1441] lr: 6.5000e-02 eta: 3:04:51 time: 0.3924 data_time: 0.0203 memory: 8503 grad_norm: 0.1407 recall@thr=0.5: 0.4844 prec@thr=0.5: 0.7528 recall@top3: 0.7381 prec@top3: 0.6333 recall@top5: 0.9072 prec@top5: 0.4733 loss_action_cls: 0.0833 loss: 0.0833 2022/08/06 22:57:33 - mmengine - INFO - Epoch(train) [2][800/1441] lr: 6.5000e-02 eta: 3:04:37 time: 0.3933 data_time: 0.0212 memory: 8503 grad_norm: 0.1614 recall@thr=0.5: 0.5983 prec@thr=0.5: 0.6474 recall@top3: 0.6923 prec@top3: 0.5470 recall@top5: 0.8333 prec@top5: 0.4103 loss_action_cls: 0.0806 loss: 0.0806 2022/08/06 22:57:41 - mmengine - INFO - Epoch(train) [2][820/1441] lr: 6.5000e-02 eta: 3:04:19 time: 0.3785 data_time: 0.0237 memory: 8503 grad_norm: 0.1632 recall@thr=0.5: 0.5436 prec@thr=0.5: 0.5734 recall@top3: 0.6631 prec@top3: 0.5461 recall@top5: 0.9071 prec@top5: 0.4511 loss_action_cls: 0.0746 loss: 0.0746 2022/08/06 22:57:49 - mmengine - INFO - Epoch(train) [2][840/1441] lr: 6.5000e-02 eta: 3:04:02 time: 0.3777 data_time: 0.0242 memory: 8503 grad_norm: 0.1350 recall@thr=0.5: 0.6326 prec@thr=0.5: 0.6364 recall@top3: 0.7727 prec@top3: 0.5985 recall@top5: 0.8447 prec@top5: 0.4000 loss_action_cls: 0.0788 loss: 0.0788 2022/08/06 22:57:57 - mmengine - INFO - Epoch(train) [2][860/1441] lr: 6.5000e-02 eta: 3:03:51 time: 0.4037 data_time: 0.0210 memory: 8503 grad_norm: 0.1417 recall@thr=0.5: 0.4881 prec@thr=0.5: 0.6885 recall@top3: 0.6389 prec@top3: 0.6111 recall@top5: 0.8294 prec@top5: 0.4571 loss_action_cls: 0.0815 loss: 0.0815 2022/08/06 22:58:04 - mmengine - INFO - Epoch(train) [2][880/1441] lr: 6.5000e-02 eta: 3:03:34 time: 0.3797 data_time: 0.0217 memory: 8503 grad_norm: 0.1550 recall@thr=0.5: 0.5488 prec@thr=0.5: 0.7195 recall@top3: 0.7846 prec@top3: 0.6911 recall@top5: 0.9289 prec@top5: 0.5122 loss_action_cls: 0.0845 loss: 0.0845 2022/08/06 22:58:12 - mmengine - INFO - Epoch(train) [2][900/1441] lr: 6.5000e-02 eta: 3:03:23 time: 0.4022 data_time: 0.0208 memory: 8503 grad_norm: 0.1244 recall@thr=0.5: 0.5551 prec@thr=0.5: 0.5688 recall@top3: 0.7152 prec@top3: 0.5290 recall@top5: 0.9051 prec@top5: 0.4043 loss_action_cls: 0.0860 loss: 0.0860 2022/08/06 22:58:20 - mmengine - INFO - Epoch(train) [2][920/1441] lr: 6.5000e-02 eta: 3:03:07 time: 0.3816 data_time: 0.0202 memory: 8503 grad_norm: 0.1531 recall@thr=0.5: 0.4699 prec@thr=0.5: 0.6667 recall@top3: 0.7199 prec@top3: 0.6312 recall@top5: 0.8635 prec@top5: 0.4681 loss_action_cls: 0.0749 loss: 0.0749 2022/08/06 22:58:28 - mmengine - INFO - Epoch(train) [2][940/1441] lr: 6.5000e-02 eta: 3:02:52 time: 0.3856 data_time: 0.0247 memory: 8503 grad_norm: 0.1624 recall@thr=0.5: 0.4182 prec@thr=0.5: 0.5699 recall@top3: 0.6071 prec@top3: 0.4881 recall@top5: 0.8557 prec@top5: 0.4214 loss_action_cls: 0.0753 loss: 0.0753 2022/08/06 22:58:36 - mmengine - INFO - Epoch(train) [2][960/1441] lr: 6.5000e-02 eta: 3:02:41 time: 0.4036 data_time: 0.0236 memory: 8503 grad_norm: 0.1345 recall@thr=0.5: 0.6005 prec@thr=0.5: 0.7843 recall@top3: 0.8578 prec@top3: 0.7157 recall@top5: 0.9706 prec@top5: 0.4941 loss_action_cls: 0.0797 loss: 0.0797 2022/08/06 22:58:43 - mmengine - INFO - Epoch(train) [2][980/1441] lr: 6.5000e-02 eta: 3:02:26 time: 0.3815 data_time: 0.0229 memory: 8503 grad_norm: 0.1492 recall@thr=0.5: 0.4479 prec@thr=0.5: 0.5962 recall@top3: 0.7146 prec@top3: 0.6417 recall@top5: 0.8604 prec@top5: 0.4700 loss_action_cls: 0.0829 loss: 0.0829 2022/08/06 22:58:51 - mmengine - INFO - Epoch(train) [2][1000/1441] lr: 6.5000e-02 eta: 3:02:09 time: 0.3777 data_time: 0.0216 memory: 8503 grad_norm: 0.1392 recall@thr=0.5: 0.5310 prec@thr=0.5: 0.4781 recall@top3: 0.7595 prec@top3: 0.5048 recall@top5: 0.9595 prec@top5: 0.4171 loss_action_cls: 0.0756 loss: 0.0756 2022/08/06 22:59:00 - mmengine - INFO - Epoch(train) [2][1020/1441] lr: 6.5000e-02 eta: 3:02:05 time: 0.4341 data_time: 0.0241 memory: 8503 grad_norm: 0.1481 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.6267 recall@top3: 0.7630 prec@top3: 0.6519 recall@top5: 0.9037 prec@top5: 0.4667 loss_action_cls: 0.0810 loss: 0.0810 2022/08/06 22:59:07 - mmengine - INFO - Epoch(train) [2][1040/1441] lr: 6.5000e-02 eta: 3:01:50 time: 0.3800 data_time: 0.0282 memory: 8503 grad_norm: 0.1221 recall@thr=0.5: 0.6357 prec@thr=0.5: 0.7345 recall@top3: 0.7461 prec@top3: 0.6202 recall@top5: 0.8760 prec@top5: 0.4465 loss_action_cls: 0.0763 loss: 0.0763 2022/08/06 22:59:16 - mmengine - INFO - Epoch(train) [2][1060/1441] lr: 6.5000e-02 eta: 3:01:44 time: 0.4268 data_time: 0.0212 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.5351 prec@thr=0.5: 0.6162 recall@top3: 0.7807 prec@top3: 0.5877 recall@top5: 0.8816 prec@top5: 0.3947 loss_action_cls: 0.0726 loss: 0.0726 2022/08/06 22:59:24 - mmengine - INFO - Epoch(train) [2][1080/1441] lr: 6.5000e-02 eta: 3:01:32 time: 0.3938 data_time: 0.0218 memory: 8503 grad_norm: 0.1300 recall@thr=0.5: 0.5240 prec@thr=0.5: 0.5915 recall@top3: 0.6439 prec@top3: 0.5122 recall@top5: 0.8260 prec@top5: 0.4098 loss_action_cls: 0.0778 loss: 0.0778 2022/08/06 22:59:31 - mmengine - INFO - Epoch(train) [2][1100/1441] lr: 6.5000e-02 eta: 3:01:16 time: 0.3779 data_time: 0.0216 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.5425 prec@thr=0.5: 0.5314 recall@top3: 0.6144 prec@top3: 0.5098 recall@top5: 0.8268 prec@top5: 0.4196 loss_action_cls: 0.0775 loss: 0.0775 2022/08/06 22:59:39 - mmengine - INFO - Epoch(train) [2][1120/1441] lr: 6.5000e-02 eta: 3:01:08 time: 0.4139 data_time: 0.0293 memory: 8503 grad_norm: 0.1406 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7273 recall@top3: 0.7083 prec@top3: 0.5758 recall@top5: 0.8371 prec@top5: 0.4227 loss_action_cls: 0.0916 loss: 0.0916 2022/08/06 22:59:47 - mmengine - INFO - Epoch(train) [2][1140/1441] lr: 6.5000e-02 eta: 3:00:54 time: 0.3878 data_time: 0.0235 memory: 8503 grad_norm: 0.1307 recall@thr=0.5: 0.6950 prec@thr=0.5: 0.8721 recall@top3: 0.8233 prec@top3: 0.7364 recall@top5: 0.9260 prec@top5: 0.5163 loss_action_cls: 0.0771 loss: 0.0771 2022/08/06 22:59:56 - mmengine - INFO - Epoch(train) [2][1160/1441] lr: 6.5000e-02 eta: 3:00:48 time: 0.4243 data_time: 0.0234 memory: 8503 grad_norm: 0.1175 recall@thr=0.5: 0.6637 prec@thr=0.5: 0.8155 recall@top3: 0.7946 prec@top3: 0.7024 recall@top5: 0.9256 prec@top5: 0.4857 loss_action_cls: 0.0847 loss: 0.0847 2022/08/06 23:00:03 - mmengine - INFO - Epoch(train) [2][1180/1441] lr: 6.5000e-02 eta: 3:00:34 time: 0.3878 data_time: 0.0210 memory: 8503 grad_norm: 0.1547 recall@thr=0.5: 0.5660 prec@thr=0.5: 0.6285 recall@top3: 0.6632 prec@top3: 0.5764 recall@top5: 0.8715 prec@top5: 0.4625 loss_action_cls: 0.0769 loss: 0.0769 2022/08/06 23:00:11 - mmengine - INFO - Epoch(train) [2][1200/1441] lr: 6.5000e-02 eta: 3:00:23 time: 0.3954 data_time: 0.0262 memory: 8503 grad_norm: 0.1385 recall@thr=0.5: 0.6892 prec@thr=0.5: 0.6761 recall@top3: 0.7252 prec@top3: 0.5586 recall@top5: 0.8266 prec@top5: 0.3892 loss_action_cls: 0.0703 loss: 0.0703 2022/08/06 23:00:19 - mmengine - INFO - Epoch(train) [2][1220/1441] lr: 6.5000e-02 eta: 3:00:13 time: 0.4086 data_time: 0.0239 memory: 8503 grad_norm: 0.1275 recall@thr=0.5: 0.6124 prec@thr=0.5: 0.7248 recall@top3: 0.7791 prec@top3: 0.6047 recall@top5: 0.9632 prec@top5: 0.4465 loss_action_cls: 0.0781 loss: 0.0781 2022/08/06 23:00:27 - mmengine - INFO - Epoch(train) [2][1240/1441] lr: 6.5000e-02 eta: 3:00:00 time: 0.3886 data_time: 0.0222 memory: 8503 grad_norm: 0.1320 recall@thr=0.5: 0.6037 prec@thr=0.5: 0.7056 recall@top3: 0.6833 prec@top3: 0.6222 recall@top5: 0.9319 prec@top5: 0.5422 loss_action_cls: 0.0755 loss: 0.0755 2022/08/06 23:00:36 - mmengine - INFO - Epoch(train) [2][1260/1441] lr: 6.5000e-02 eta: 2:59:53 time: 0.4196 data_time: 0.0197 memory: 8503 grad_norm: 0.1240 recall@thr=0.5: 0.6421 prec@thr=0.5: 0.6032 recall@top3: 0.8000 prec@top3: 0.5873 recall@top5: 0.9516 prec@top5: 0.4476 loss_action_cls: 0.0696 loss: 0.0696 2022/08/06 23:00:44 - mmengine - INFO - Epoch(train) [2][1280/1441] lr: 6.5000e-02 eta: 2:59:42 time: 0.3977 data_time: 0.0199 memory: 8503 grad_norm: 0.1369 recall@thr=0.5: 0.4187 prec@thr=0.5: 0.6098 recall@top3: 0.5813 prec@top3: 0.5528 recall@top5: 0.7602 prec@top5: 0.4341 loss_action_cls: 0.0784 loss: 0.0784 2022/08/06 23:00:51 - mmengine - INFO - Epoch(train) [2][1300/1441] lr: 6.5000e-02 eta: 2:59:29 time: 0.3907 data_time: 0.0205 memory: 8503 grad_norm: 0.1342 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.5677 recall@top3: 0.7287 prec@top3: 0.5603 recall@top5: 0.9096 prec@top5: 0.4383 loss_action_cls: 0.0637 loss: 0.0637 2022/08/06 23:00:59 - mmengine - INFO - Epoch(train) [2][1320/1441] lr: 6.5000e-02 eta: 2:59:19 time: 0.4035 data_time: 0.0197 memory: 8503 grad_norm: 0.1319 recall@thr=0.5: 0.6122 prec@thr=0.5: 0.7143 recall@top3: 0.7721 prec@top3: 0.5374 recall@top5: 0.9048 prec@top5: 0.4082 loss_action_cls: 0.0849 loss: 0.0849 2022/08/06 23:01:07 - mmengine - INFO - Epoch(train) [2][1340/1441] lr: 6.5000e-02 eta: 2:59:09 time: 0.3994 data_time: 0.0224 memory: 8503 grad_norm: 0.1331 recall@thr=0.5: 0.5733 prec@thr=0.5: 0.6633 recall@top3: 0.7267 prec@top3: 0.5200 recall@top5: 0.9100 prec@top5: 0.4120 loss_action_cls: 0.0798 loss: 0.0798 2022/08/06 23:01:15 - mmengine - INFO - Epoch(train) [2][1360/1441] lr: 6.5000e-02 eta: 2:58:57 time: 0.3977 data_time: 0.0185 memory: 8503 grad_norm: 0.1422 recall@thr=0.5: 0.5148 prec@thr=0.5: 0.5259 recall@top3: 0.6778 prec@top3: 0.5037 recall@top5: 0.8704 prec@top5: 0.3867 loss_action_cls: 0.0785 loss: 0.0785 2022/08/06 23:01:24 - mmengine - INFO - Epoch(train) [2][1380/1441] lr: 6.5000e-02 eta: 2:58:49 time: 0.4093 data_time: 0.0199 memory: 8503 grad_norm: 0.1269 recall@thr=0.5: 0.6914 prec@thr=0.5: 0.7365 recall@top3: 0.8063 prec@top3: 0.6847 recall@top5: 0.9459 prec@top5: 0.5027 loss_action_cls: 0.0725 loss: 0.0725 2022/08/06 23:01:31 - mmengine - INFO - Epoch(train) [2][1400/1441] lr: 6.5000e-02 eta: 2:58:36 time: 0.3876 data_time: 0.0200 memory: 8503 grad_norm: 0.1339 recall@thr=0.5: 0.4809 prec@thr=0.5: 0.5806 recall@top3: 0.6448 prec@top3: 0.5683 recall@top5: 0.8825 prec@top5: 0.4656 loss_action_cls: 0.0782 loss: 0.0782 2022/08/06 23:01:39 - mmengine - INFO - Epoch(train) [2][1420/1441] lr: 6.5000e-02 eta: 2:58:25 time: 0.4010 data_time: 0.0201 memory: 8503 grad_norm: 0.1289 recall@thr=0.5: 0.6361 prec@thr=0.5: 0.7755 recall@top3: 0.8248 prec@top3: 0.6735 recall@top5: 0.9252 prec@top5: 0.4653 loss_action_cls: 0.0764 loss: 0.0764 2022/08/06 23:01:47 - mmengine - INFO - Epoch(train) [2][1440/1441] lr: 6.5000e-02 eta: 2:58:10 time: 0.3721 data_time: 0.0172 memory: 8503 grad_norm: 0.1281 recall@thr=0.5: 0.6553 prec@thr=0.5: 0.6989 recall@top3: 0.7462 prec@top3: 0.5985 recall@top5: 0.9053 prec@top5: 0.4545 loss_action_cls: 0.0821 loss: 0.0821 2022/08/06 23:01:47 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 23:01:47 - mmengine - INFO - Epoch(train) [2][1441/1441] lr: 6.5000e-02 eta: 2:58:10 time: 0.3643 data_time: 0.0170 memory: 4495 grad_norm: 0.1307 recall@thr=0.5: 0.5417 prec@thr=0.5: 0.6389 recall@top3: 0.7824 prec@top3: 0.5000 recall@top5: 0.9537 prec@top5: 0.3778 loss_action_cls: 0.0846 loss: 0.0846 2022/08/06 23:01:47 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/08/06 23:01:54 - mmengine - INFO - Epoch(val) [2][20/6282] eta: 0:04:39 time: 0.0447 data_time: 0.0062 memory: 560 2022/08/06 23:01:55 - mmengine - INFO - Epoch(val) [2][40/6282] eta: 0:04:19 time: 0.0415 data_time: 0.0047 memory: 560 2022/08/06 23:01:55 - mmengine - INFO - Epoch(val) [2][60/6282] eta: 0:03:53 time: 0.0375 data_time: 0.0038 memory: 560 2022/08/06 23:01:56 - mmengine - INFO - Epoch(val) [2][80/6282] eta: 0:04:08 time: 0.0401 data_time: 0.0051 memory: 560 2022/08/06 23:01:57 - mmengine - INFO - Epoch(val) [2][100/6282] eta: 0:04:20 time: 0.0421 data_time: 0.0060 memory: 560 2022/08/06 23:01:58 - mmengine - INFO - Epoch(val) [2][120/6282] eta: 0:04:38 time: 0.0451 data_time: 0.0043 memory: 606 2022/08/06 23:01:59 - mmengine - INFO - Epoch(val) [2][140/6282] eta: 0:04:28 time: 0.0437 data_time: 0.0072 memory: 606 2022/08/06 23:02:00 - mmengine - INFO - Epoch(val) [2][160/6282] eta: 0:04:27 time: 0.0436 data_time: 0.0060 memory: 606 2022/08/06 23:02:01 - mmengine - INFO - Epoch(val) [2][180/6282] eta: 0:04:31 time: 0.0444 data_time: 0.0051 memory: 606 2022/08/06 23:02:01 - mmengine - INFO - Epoch(val) [2][200/6282] eta: 0:04:02 time: 0.0398 data_time: 0.0041 memory: 606 2022/08/06 23:02:03 - mmengine - INFO - Epoch(val) [2][220/6282] eta: 0:07:01 time: 0.0696 data_time: 0.0043 memory: 577 2022/08/06 23:02:04 - mmengine - INFO - Epoch(val) [2][240/6282] eta: 0:04:03 time: 0.0404 data_time: 0.0047 memory: 577 2022/08/06 23:02:04 - mmengine - INFO - Epoch(val) [2][260/6282] eta: 0:04:12 time: 0.0419 data_time: 0.0030 memory: 577 2022/08/06 23:02:05 - mmengine - INFO - Epoch(val) [2][280/6282] eta: 0:04:14 time: 0.0425 data_time: 0.0039 memory: 577 2022/08/06 23:02:06 - mmengine - INFO - Epoch(val) [2][300/6282] eta: 0:04:04 time: 0.0409 data_time: 0.0039 memory: 606 2022/08/06 23:02:07 - mmengine - INFO - Epoch(val) [2][320/6282] eta: 0:04:24 time: 0.0443 data_time: 0.0052 memory: 606 2022/08/06 23:02:08 - mmengine - INFO - Epoch(val) [2][340/6282] eta: 0:04:30 time: 0.0456 data_time: 0.0048 memory: 606 2022/08/06 23:02:09 - mmengine - INFO - Epoch(val) [2][360/6282] eta: 0:04:03 time: 0.0411 data_time: 0.0036 memory: 606 2022/08/06 23:02:10 - mmengine - INFO - Epoch(val) [2][380/6282] eta: 0:04:10 time: 0.0424 data_time: 0.0042 memory: 606 2022/08/06 23:02:10 - mmengine - INFO - Epoch(val) [2][400/6282] eta: 0:04:06 time: 0.0419 data_time: 0.0030 memory: 606 2022/08/06 23:02:11 - mmengine - INFO - Epoch(val) [2][420/6282] eta: 0:03:48 time: 0.0389 data_time: 0.0047 memory: 579 2022/08/06 23:02:12 - mmengine - INFO - Epoch(val) [2][440/6282] eta: 0:04:10 time: 0.0429 data_time: 0.0042 memory: 579 2022/08/06 23:02:13 - mmengine - INFO - Epoch(val) [2][460/6282] eta: 0:03:59 time: 0.0412 data_time: 0.0032 memory: 579 2022/08/06 23:02:14 - mmengine - INFO - Epoch(val) [2][480/6282] eta: 0:04:13 time: 0.0436 data_time: 0.0056 memory: 579 2022/08/06 23:02:15 - mmengine - INFO - Epoch(val) [2][500/6282] eta: 0:03:50 time: 0.0400 data_time: 0.0036 memory: 579 2022/08/06 23:02:15 - mmengine - INFO - Epoch(val) [2][520/6282] eta: 0:03:48 time: 0.0396 data_time: 0.0030 memory: 577 2022/08/06 23:02:16 - mmengine - INFO - Epoch(val) [2][540/6282] eta: 0:04:01 time: 0.0420 data_time: 0.0036 memory: 577 2022/08/06 23:02:17 - mmengine - INFO - Epoch(val) [2][560/6282] eta: 0:04:29 time: 0.0471 data_time: 0.0069 memory: 577 2022/08/06 23:02:18 - mmengine - INFO - Epoch(val) [2][580/6282] eta: 0:04:20 time: 0.0456 data_time: 0.0042 memory: 577 2022/08/06 23:02:19 - mmengine - INFO - Epoch(val) [2][600/6282] eta: 0:04:20 time: 0.0458 data_time: 0.0058 memory: 577 2022/08/06 23:02:20 - mmengine - INFO - Epoch(val) [2][620/6282] eta: 0:04:08 time: 0.0439 data_time: 0.0038 memory: 577 2022/08/06 23:02:21 - mmengine - INFO - Epoch(val) [2][640/6282] eta: 0:04:00 time: 0.0427 data_time: 0.0052 memory: 575 2022/08/06 23:02:22 - mmengine - INFO - Epoch(val) [2][660/6282] eta: 0:06:15 time: 0.0668 data_time: 0.0041 memory: 575 2022/08/06 23:02:23 - mmengine - INFO - Epoch(val) [2][680/6282] eta: 0:04:01 time: 0.0431 data_time: 0.0070 memory: 575 2022/08/06 23:02:24 - mmengine - INFO - Epoch(val) [2][700/6282] eta: 0:03:34 time: 0.0384 data_time: 0.0035 memory: 575 2022/08/06 23:02:25 - mmengine - INFO - Epoch(val) [2][720/6282] eta: 0:04:11 time: 0.0453 data_time: 0.0044 memory: 606 2022/08/06 23:02:26 - mmengine - INFO - Epoch(val) [2][740/6282] eta: 0:03:57 time: 0.0429 data_time: 0.0045 memory: 606 2022/08/06 23:02:26 - mmengine - INFO - Epoch(val) [2][760/6282] eta: 0:03:53 time: 0.0423 data_time: 0.0050 memory: 606 2022/08/06 23:02:27 - mmengine - INFO - Epoch(val) [2][780/6282] eta: 0:03:52 time: 0.0422 data_time: 0.0035 memory: 606 2022/08/06 23:02:28 - mmengine - INFO - Epoch(val) [2][800/6282] eta: 0:04:04 time: 0.0446 data_time: 0.0053 memory: 606 2022/08/06 23:02:29 - mmengine - INFO - Epoch(val) [2][820/6282] eta: 0:03:58 time: 0.0437 data_time: 0.0054 memory: 606 2022/08/06 23:02:30 - mmengine - INFO - Epoch(val) [2][840/6282] eta: 0:03:39 time: 0.0403 data_time: 0.0033 memory: 577 2022/08/06 23:02:31 - mmengine - INFO - Epoch(val) [2][860/6282] eta: 0:03:31 time: 0.0391 data_time: 0.0033 memory: 577 2022/08/06 23:02:31 - mmengine - INFO - Epoch(val) [2][880/6282] eta: 0:03:46 time: 0.0419 data_time: 0.0038 memory: 577 2022/08/06 23:02:32 - mmengine - INFO - Epoch(val) [2][900/6282] eta: 0:03:57 time: 0.0440 data_time: 0.0045 memory: 577 2022/08/06 23:02:33 - mmengine - INFO - Epoch(val) [2][920/6282] eta: 0:03:43 time: 0.0416 data_time: 0.0050 memory: 577 2022/08/06 23:02:34 - mmengine - INFO - Epoch(val) [2][940/6282] eta: 0:03:47 time: 0.0426 data_time: 0.0053 memory: 560 2022/08/06 23:02:35 - mmengine - INFO - Epoch(val) [2][960/6282] eta: 0:03:39 time: 0.0412 data_time: 0.0049 memory: 560 2022/08/06 23:02:36 - mmengine - INFO - Epoch(val) [2][980/6282] eta: 0:03:34 time: 0.0404 data_time: 0.0046 memory: 560 2022/08/06 23:02:36 - mmengine - INFO - Epoch(val) [2][1000/6282] eta: 0:03:38 time: 0.0413 data_time: 0.0045 memory: 560 2022/08/06 23:02:37 - mmengine - INFO - Epoch(val) [2][1020/6282] eta: 0:03:47 time: 0.0433 data_time: 0.0059 memory: 577 2022/08/06 23:02:38 - mmengine - INFO - Epoch(val) [2][1040/6282] eta: 0:03:28 time: 0.0399 data_time: 0.0046 memory: 577 2022/08/06 23:02:39 - mmengine - INFO - Epoch(val) [2][1060/6282] eta: 0:03:53 time: 0.0448 data_time: 0.0040 memory: 577 2022/08/06 23:02:40 - mmengine - INFO - Epoch(val) [2][1080/6282] eta: 0:03:40 time: 0.0423 data_time: 0.0041 memory: 577 2022/08/06 23:02:41 - mmengine - INFO - Epoch(val) [2][1100/6282] eta: 0:03:41 time: 0.0428 data_time: 0.0052 memory: 577 2022/08/06 23:02:42 - mmengine - INFO - Epoch(val) [2][1120/6282] eta: 0:06:00 time: 0.0698 data_time: 0.0035 memory: 577 2022/08/06 23:02:43 - mmengine - INFO - Epoch(val) [2][1140/6282] eta: 0:03:56 time: 0.0460 data_time: 0.0062 memory: 577 2022/08/06 23:02:44 - mmengine - INFO - Epoch(val) [2][1160/6282] eta: 0:03:48 time: 0.0446 data_time: 0.0056 memory: 577 2022/08/06 23:02:45 - mmengine - INFO - Epoch(val) [2][1180/6282] eta: 0:03:59 time: 0.0470 data_time: 0.0047 memory: 577 2022/08/06 23:02:46 - mmengine - INFO - Epoch(val) [2][1200/6282] eta: 0:03:48 time: 0.0450 data_time: 0.0048 memory: 577 2022/08/06 23:02:47 - mmengine - INFO - Epoch(val) [2][1220/6282] eta: 0:04:10 time: 0.0494 data_time: 0.0060 memory: 577 2022/08/06 23:02:48 - mmengine - INFO - Epoch(val) [2][1240/6282] eta: 0:03:48 time: 0.0454 data_time: 0.0036 memory: 606 2022/08/06 23:02:49 - mmengine - INFO - Epoch(val) [2][1260/6282] eta: 0:03:46 time: 0.0451 data_time: 0.0064 memory: 606 2022/08/06 23:02:49 - mmengine - INFO - Epoch(val) [2][1280/6282] eta: 0:03:39 time: 0.0439 data_time: 0.0048 memory: 606 2022/08/06 23:02:50 - mmengine - INFO - Epoch(val) [2][1300/6282] eta: 0:03:29 time: 0.0421 data_time: 0.0046 memory: 606 2022/08/06 23:02:51 - mmengine - INFO - Epoch(val) [2][1320/6282] eta: 0:03:33 time: 0.0430 data_time: 0.0043 memory: 606 2022/08/06 23:02:52 - mmengine - INFO - Epoch(val) [2][1340/6282] eta: 0:03:30 time: 0.0426 data_time: 0.0051 memory: 606 2022/08/06 23:02:53 - mmengine - INFO - Epoch(val) [2][1360/6282] eta: 0:03:43 time: 0.0453 data_time: 0.0056 memory: 606 2022/08/06 23:02:54 - mmengine - INFO - Epoch(val) [2][1380/6282] eta: 0:03:25 time: 0.0419 data_time: 0.0042 memory: 606 2022/08/06 23:02:55 - mmengine - INFO - Epoch(val) [2][1400/6282] eta: 0:03:08 time: 0.0386 data_time: 0.0042 memory: 606 2022/08/06 23:02:55 - mmengine - INFO - Epoch(val) [2][1420/6282] eta: 0:03:11 time: 0.0393 data_time: 0.0050 memory: 606 2022/08/06 23:02:56 - mmengine - INFO - Epoch(val) [2][1440/6282] eta: 0:02:59 time: 0.0372 data_time: 0.0032 memory: 606 2022/08/06 23:02:57 - mmengine - INFO - Epoch(val) [2][1460/6282] eta: 0:03:23 time: 0.0422 data_time: 0.0037 memory: 606 2022/08/06 23:02:58 - mmengine - INFO - Epoch(val) [2][1480/6282] eta: 0:03:17 time: 0.0411 data_time: 0.0055 memory: 606 2022/08/06 23:02:59 - mmengine - INFO - Epoch(val) [2][1500/6282] eta: 0:03:19 time: 0.0416 data_time: 0.0043 memory: 606 2022/08/06 23:02:59 - mmengine - INFO - Epoch(val) [2][1520/6282] eta: 0:03:14 time: 0.0408 data_time: 0.0038 memory: 650 2022/08/06 23:03:00 - mmengine - INFO - Epoch(val) [2][1540/6282] eta: 0:03:34 time: 0.0452 data_time: 0.0053 memory: 650 2022/08/06 23:03:01 - mmengine - INFO - Epoch(val) [2][1560/6282] eta: 0:03:25 time: 0.0435 data_time: 0.0055 memory: 650 2022/08/06 23:03:03 - mmengine - INFO - Epoch(val) [2][1580/6282] eta: 0:05:40 time: 0.0724 data_time: 0.0057 memory: 650 2022/08/06 23:03:03 - mmengine - INFO - Epoch(val) [2][1600/6282] eta: 0:03:22 time: 0.0433 data_time: 0.0048 memory: 650 2022/08/06 23:03:04 - mmengine - INFO - Epoch(val) [2][1620/6282] eta: 0:03:22 time: 0.0435 data_time: 0.0048 memory: 650 2022/08/06 23:03:05 - mmengine - INFO - Epoch(val) [2][1640/6282] eta: 0:02:59 time: 0.0387 data_time: 0.0040 memory: 606 2022/08/06 23:03:06 - mmengine - INFO - Epoch(val) [2][1660/6282] eta: 0:03:04 time: 0.0399 data_time: 0.0050 memory: 606 2022/08/06 23:03:07 - mmengine - INFO - Epoch(val) [2][1680/6282] eta: 0:03:06 time: 0.0405 data_time: 0.0041 memory: 606 2022/08/06 23:03:08 - mmengine - INFO - Epoch(val) [2][1700/6282] eta: 0:03:27 time: 0.0452 data_time: 0.0056 memory: 606 2022/08/06 23:03:09 - mmengine - INFO - Epoch(val) [2][1720/6282] eta: 0:03:47 time: 0.0498 data_time: 0.0048 memory: 606 2022/08/06 23:03:10 - mmengine - INFO - Epoch(val) [2][1740/6282] eta: 0:03:19 time: 0.0440 data_time: 0.0049 memory: 606 2022/08/06 23:03:10 - mmengine - INFO - Epoch(val) [2][1760/6282] eta: 0:03:27 time: 0.0458 data_time: 0.0063 memory: 606 2022/08/06 23:03:11 - mmengine - INFO - Epoch(val) [2][1780/6282] eta: 0:03:03 time: 0.0407 data_time: 0.0037 memory: 606 2022/08/06 23:03:12 - mmengine - INFO - Epoch(val) [2][1800/6282] eta: 0:03:16 time: 0.0438 data_time: 0.0039 memory: 606 2022/08/06 23:03:13 - mmengine - INFO - Epoch(val) [2][1820/6282] eta: 0:03:03 time: 0.0411 data_time: 0.0045 memory: 606 2022/08/06 23:03:14 - mmengine - INFO - Epoch(val) [2][1840/6282] eta: 0:03:16 time: 0.0442 data_time: 0.0071 memory: 606 2022/08/06 23:03:15 - mmengine - INFO - Epoch(val) [2][1860/6282] eta: 0:03:00 time: 0.0408 data_time: 0.0027 memory: 606 2022/08/06 23:03:15 - mmengine - INFO - Epoch(val) [2][1880/6282] eta: 0:02:54 time: 0.0395 data_time: 0.0025 memory: 606 2022/08/06 23:03:16 - mmengine - INFO - Epoch(val) [2][1900/6282] eta: 0:03:15 time: 0.0447 data_time: 0.0033 memory: 606 2022/08/06 23:03:17 - mmengine - INFO - Epoch(val) [2][1920/6282] eta: 0:03:11 time: 0.0439 data_time: 0.0040 memory: 606 2022/08/06 23:03:18 - mmengine - INFO - Epoch(val) [2][1940/6282] eta: 0:02:53 time: 0.0400 data_time: 0.0050 memory: 606 2022/08/06 23:03:19 - mmengine - INFO - Epoch(val) [2][1960/6282] eta: 0:02:49 time: 0.0393 data_time: 0.0037 memory: 579 2022/08/06 23:03:20 - mmengine - INFO - Epoch(val) [2][1980/6282] eta: 0:02:41 time: 0.0374 data_time: 0.0039 memory: 579 2022/08/06 23:03:20 - mmengine - INFO - Epoch(val) [2][2000/6282] eta: 0:02:50 time: 0.0399 data_time: 0.0040 memory: 579 2022/08/06 23:03:21 - mmengine - INFO - Epoch(val) [2][2020/6282] eta: 0:02:44 time: 0.0387 data_time: 0.0033 memory: 579 2022/08/06 23:03:23 - mmengine - INFO - Epoch(val) [2][2040/6282] eta: 0:05:17 time: 0.0749 data_time: 0.0048 memory: 579 2022/08/06 23:03:23 - mmengine - INFO - Epoch(val) [2][2060/6282] eta: 0:02:47 time: 0.0397 data_time: 0.0044 memory: 579 2022/08/06 23:03:24 - mmengine - INFO - Epoch(val) [2][2080/6282] eta: 0:02:58 time: 0.0426 data_time: 0.0046 memory: 579 2022/08/06 23:03:25 - mmengine - INFO - Epoch(val) [2][2100/6282] eta: 0:02:52 time: 0.0412 data_time: 0.0043 memory: 579 2022/08/06 23:03:26 - mmengine - INFO - Epoch(val) [2][2120/6282] eta: 0:02:51 time: 0.0411 data_time: 0.0046 memory: 579 2022/08/06 23:03:27 - mmengine - INFO - Epoch(val) [2][2140/6282] eta: 0:02:46 time: 0.0403 data_time: 0.0039 memory: 579 2022/08/06 23:03:28 - mmengine - INFO - Epoch(val) [2][2160/6282] eta: 0:02:54 time: 0.0424 data_time: 0.0041 memory: 577 2022/08/06 23:03:28 - mmengine - INFO - Epoch(val) [2][2180/6282] eta: 0:02:56 time: 0.0430 data_time: 0.0049 memory: 577 2022/08/06 23:03:29 - mmengine - INFO - Epoch(val) [2][2200/6282] eta: 0:02:57 time: 0.0434 data_time: 0.0055 memory: 577 2022/08/06 23:03:30 - mmengine - INFO - Epoch(val) [2][2220/6282] eta: 0:02:48 time: 0.0416 data_time: 0.0035 memory: 577 2022/08/06 23:03:31 - mmengine - INFO - Epoch(val) [2][2240/6282] eta: 0:02:54 time: 0.0431 data_time: 0.0048 memory: 577 2022/08/06 23:03:32 - mmengine - INFO - Epoch(val) [2][2260/6282] eta: 0:02:56 time: 0.0438 data_time: 0.0031 memory: 579 2022/08/06 23:03:33 - mmengine - INFO - Epoch(val) [2][2280/6282] eta: 0:02:49 time: 0.0424 data_time: 0.0044 memory: 579 2022/08/06 23:03:34 - mmengine - INFO - Epoch(val) [2][2300/6282] eta: 0:02:50 time: 0.0428 data_time: 0.0063 memory: 579 2022/08/06 23:03:34 - mmengine - INFO - Epoch(val) [2][2320/6282] eta: 0:02:44 time: 0.0415 data_time: 0.0046 memory: 579 2022/08/06 23:03:35 - mmengine - INFO - Epoch(val) [2][2340/6282] eta: 0:02:49 time: 0.0431 data_time: 0.0037 memory: 579 2022/08/06 23:03:36 - mmengine - INFO - Epoch(val) [2][2360/6282] eta: 0:02:51 time: 0.0438 data_time: 0.0052 memory: 577 2022/08/06 23:03:37 - mmengine - INFO - Epoch(val) [2][2380/6282] eta: 0:02:46 time: 0.0426 data_time: 0.0048 memory: 577 2022/08/06 23:03:38 - mmengine - INFO - Epoch(val) [2][2400/6282] eta: 0:03:05 time: 0.0478 data_time: 0.0052 memory: 577 2022/08/06 23:03:39 - mmengine - INFO - Epoch(val) [2][2420/6282] eta: 0:03:00 time: 0.0466 data_time: 0.0049 memory: 577 2022/08/06 23:03:40 - mmengine - INFO - Epoch(val) [2][2440/6282] eta: 0:02:59 time: 0.0467 data_time: 0.0066 memory: 577 2022/08/06 23:03:41 - mmengine - INFO - Epoch(val) [2][2460/6282] eta: 0:03:20 time: 0.0525 data_time: 0.0073 memory: 606 2022/08/06 23:03:42 - mmengine - INFO - Epoch(val) [2][2480/6282] eta: 0:04:46 time: 0.0754 data_time: 0.0080 memory: 606 2022/08/06 23:03:43 - mmengine - INFO - Epoch(val) [2][2500/6282] eta: 0:02:46 time: 0.0441 data_time: 0.0061 memory: 606 2022/08/06 23:03:44 - mmengine - INFO - Epoch(val) [2][2520/6282] eta: 0:02:35 time: 0.0413 data_time: 0.0039 memory: 606 2022/08/06 23:03:45 - mmengine - INFO - Epoch(val) [2][2540/6282] eta: 0:02:44 time: 0.0439 data_time: 0.0061 memory: 606 2022/08/06 23:03:46 - mmengine - INFO - Epoch(val) [2][2560/6282] eta: 0:02:33 time: 0.0413 data_time: 0.0047 memory: 606 2022/08/06 23:03:47 - mmengine - INFO - Epoch(val) [2][2580/6282] eta: 0:02:42 time: 0.0440 data_time: 0.0054 memory: 606 2022/08/06 23:03:48 - mmengine - INFO - Epoch(val) [2][2600/6282] eta: 0:02:23 time: 0.0389 data_time: 0.0042 memory: 606 2022/08/06 23:03:48 - mmengine - INFO - Epoch(val) [2][2620/6282] eta: 0:02:48 time: 0.0460 data_time: 0.0050 memory: 606 2022/08/06 23:03:49 - mmengine - INFO - Epoch(val) [2][2640/6282] eta: 0:02:41 time: 0.0443 data_time: 0.0043 memory: 606 2022/08/06 23:03:50 - mmengine - INFO - Epoch(val) [2][2660/6282] eta: 0:02:49 time: 0.0468 data_time: 0.0072 memory: 646 2022/08/06 23:03:51 - mmengine - INFO - Epoch(val) [2][2680/6282] eta: 0:02:46 time: 0.0463 data_time: 0.0044 memory: 646 2022/08/06 23:03:52 - mmengine - INFO - Epoch(val) [2][2700/6282] eta: 0:02:42 time: 0.0454 data_time: 0.0040 memory: 646 2022/08/06 23:03:53 - mmengine - INFO - Epoch(val) [2][2720/6282] eta: 0:02:50 time: 0.0478 data_time: 0.0046 memory: 646 2022/08/06 23:03:54 - mmengine - INFO - Epoch(val) [2][2740/6282] eta: 0:02:36 time: 0.0443 data_time: 0.0037 memory: 646 2022/08/06 23:03:55 - mmengine - INFO - Epoch(val) [2][2760/6282] eta: 0:02:15 time: 0.0385 data_time: 0.0039 memory: 579 2022/08/06 23:03:56 - mmengine - INFO - Epoch(val) [2][2780/6282] eta: 0:02:29 time: 0.0427 data_time: 0.0038 memory: 579 2022/08/06 23:03:56 - mmengine - INFO - Epoch(val) [2][2800/6282] eta: 0:02:09 time: 0.0371 data_time: 0.0040 memory: 579 2022/08/06 23:03:57 - mmengine - INFO - Epoch(val) [2][2820/6282] eta: 0:02:23 time: 0.0414 data_time: 0.0047 memory: 579 2022/08/06 23:03:58 - mmengine - INFO - Epoch(val) [2][2840/6282] eta: 0:02:24 time: 0.0421 data_time: 0.0046 memory: 579 2022/08/06 23:03:59 - mmengine - INFO - Epoch(val) [2][2860/6282] eta: 0:02:23 time: 0.0420 data_time: 0.0039 memory: 606 2022/08/06 23:04:00 - mmengine - INFO - Epoch(val) [2][2880/6282] eta: 0:02:21 time: 0.0417 data_time: 0.0048 memory: 606 2022/08/06 23:04:01 - mmengine - INFO - Epoch(val) [2][2900/6282] eta: 0:02:23 time: 0.0423 data_time: 0.0035 memory: 606 2022/08/06 23:04:01 - mmengine - INFO - Epoch(val) [2][2920/6282] eta: 0:02:16 time: 0.0407 data_time: 0.0037 memory: 606 2022/08/06 23:04:03 - mmengine - INFO - Epoch(val) [2][2940/6282] eta: 0:03:47 time: 0.0680 data_time: 0.0032 memory: 591 2022/08/06 23:04:04 - mmengine - INFO - Epoch(val) [2][2960/6282] eta: 0:02:16 time: 0.0410 data_time: 0.0049 memory: 591 2022/08/06 23:04:04 - mmengine - INFO - Epoch(val) [2][2980/6282] eta: 0:02:21 time: 0.0427 data_time: 0.0042 memory: 591 2022/08/06 23:04:05 - mmengine - INFO - Epoch(val) [2][3000/6282] eta: 0:02:17 time: 0.0418 data_time: 0.0035 memory: 591 2022/08/06 23:04:06 - mmengine - INFO - Epoch(val) [2][3020/6282] eta: 0:02:26 time: 0.0450 data_time: 0.0053 memory: 606 2022/08/06 23:04:07 - mmengine - INFO - Epoch(val) [2][3040/6282] eta: 0:02:17 time: 0.0424 data_time: 0.0042 memory: 606 2022/08/06 23:04:08 - mmengine - INFO - Epoch(val) [2][3060/6282] eta: 0:02:21 time: 0.0439 data_time: 0.0045 memory: 606 2022/08/06 23:04:09 - mmengine - INFO - Epoch(val) [2][3080/6282] eta: 0:02:25 time: 0.0455 data_time: 0.0056 memory: 606 2022/08/06 23:04:10 - mmengine - INFO - Epoch(val) [2][3100/6282] eta: 0:02:19 time: 0.0439 data_time: 0.0057 memory: 606 2022/08/06 23:04:11 - mmengine - INFO - Epoch(val) [2][3120/6282] eta: 0:02:12 time: 0.0420 data_time: 0.0038 memory: 579 2022/08/06 23:04:11 - mmengine - INFO - Epoch(val) [2][3140/6282] eta: 0:02:01 time: 0.0386 data_time: 0.0051 memory: 579 2022/08/06 23:04:12 - mmengine - INFO - Epoch(val) [2][3160/6282] eta: 0:02:09 time: 0.0414 data_time: 0.0045 memory: 579 2022/08/06 23:04:13 - mmengine - INFO - Epoch(val) [2][3180/6282] eta: 0:02:05 time: 0.0403 data_time: 0.0047 memory: 579 2022/08/06 23:04:14 - mmengine - INFO - Epoch(val) [2][3200/6282] eta: 0:02:09 time: 0.0419 data_time: 0.0040 memory: 606 2022/08/06 23:04:15 - mmengine - INFO - Epoch(val) [2][3220/6282] eta: 0:02:12 time: 0.0434 data_time: 0.0052 memory: 606 2022/08/06 23:04:16 - mmengine - INFO - Epoch(val) [2][3240/6282] eta: 0:02:17 time: 0.0450 data_time: 0.0050 memory: 606 2022/08/06 23:04:16 - mmengine - INFO - Epoch(val) [2][3260/6282] eta: 0:02:01 time: 0.0403 data_time: 0.0037 memory: 606 2022/08/06 23:04:17 - mmengine - INFO - Epoch(val) [2][3280/6282] eta: 0:02:06 time: 0.0421 data_time: 0.0061 memory: 606 2022/08/06 23:04:18 - mmengine - INFO - Epoch(val) [2][3300/6282] eta: 0:02:05 time: 0.0421 data_time: 0.0062 memory: 606 2022/08/06 23:04:19 - mmengine - INFO - Epoch(val) [2][3320/6282] eta: 0:02:02 time: 0.0413 data_time: 0.0057 memory: 606 2022/08/06 23:04:20 - mmengine - INFO - Epoch(val) [2][3340/6282] eta: 0:02:10 time: 0.0443 data_time: 0.0060 memory: 606 2022/08/06 23:04:21 - mmengine - INFO - Epoch(val) [2][3360/6282] eta: 0:02:09 time: 0.0445 data_time: 0.0059 memory: 606 2022/08/06 23:04:22 - mmengine - INFO - Epoch(val) [2][3380/6282] eta: 0:02:04 time: 0.0430 data_time: 0.0055 memory: 606 2022/08/06 23:04:23 - mmengine - INFO - Epoch(val) [2][3400/6282] eta: 0:03:27 time: 0.0720 data_time: 0.0038 memory: 577 2022/08/06 23:04:24 - mmengine - INFO - Epoch(val) [2][3420/6282] eta: 0:02:02 time: 0.0427 data_time: 0.0054 memory: 577 2022/08/06 23:04:25 - mmengine - INFO - Epoch(val) [2][3440/6282] eta: 0:01:58 time: 0.0418 data_time: 0.0048 memory: 577 2022/08/06 23:04:26 - mmengine - INFO - Epoch(val) [2][3460/6282] eta: 0:01:56 time: 0.0413 data_time: 0.0044 memory: 577 2022/08/06 23:04:26 - mmengine - INFO - Epoch(val) [2][3480/6282] eta: 0:01:51 time: 0.0397 data_time: 0.0040 memory: 577 2022/08/06 23:04:27 - mmengine - INFO - Epoch(val) [2][3500/6282] eta: 0:01:50 time: 0.0396 data_time: 0.0029 memory: 577 2022/08/06 23:04:28 - mmengine - INFO - Epoch(val) [2][3520/6282] eta: 0:01:55 time: 0.0419 data_time: 0.0044 memory: 577 2022/08/06 23:04:29 - mmengine - INFO - Epoch(val) [2][3540/6282] eta: 0:01:52 time: 0.0409 data_time: 0.0043 memory: 577 2022/08/06 23:04:30 - mmengine - INFO - Epoch(val) [2][3560/6282] eta: 0:01:48 time: 0.0400 data_time: 0.0046 memory: 577 2022/08/06 23:04:30 - mmengine - INFO - Epoch(val) [2][3580/6282] eta: 0:01:55 time: 0.0427 data_time: 0.0045 memory: 598 2022/08/06 23:04:31 - mmengine - INFO - Epoch(val) [2][3600/6282] eta: 0:01:55 time: 0.0430 data_time: 0.0039 memory: 598 2022/08/06 23:04:32 - mmengine - INFO - Epoch(val) [2][3620/6282] eta: 0:01:51 time: 0.0419 data_time: 0.0037 memory: 598 2022/08/06 23:04:33 - mmengine - INFO - Epoch(val) [2][3640/6282] eta: 0:01:42 time: 0.0389 data_time: 0.0035 memory: 598 2022/08/06 23:04:34 - mmengine - INFO - Epoch(val) [2][3660/6282] eta: 0:01:54 time: 0.0437 data_time: 0.0049 memory: 598 2022/08/06 23:04:35 - mmengine - INFO - Epoch(val) [2][3680/6282] eta: 0:01:53 time: 0.0437 data_time: 0.0054 memory: 606 2022/08/06 23:04:36 - mmengine - INFO - Epoch(val) [2][3700/6282] eta: 0:02:01 time: 0.0471 data_time: 0.0058 memory: 606 2022/08/06 23:04:36 - mmengine - INFO - Epoch(val) [2][3720/6282] eta: 0:01:50 time: 0.0430 data_time: 0.0057 memory: 606 2022/08/06 23:04:37 - mmengine - INFO - Epoch(val) [2][3740/6282] eta: 0:01:49 time: 0.0432 data_time: 0.0049 memory: 606 2022/08/06 23:04:38 - mmengine - INFO - Epoch(val) [2][3760/6282] eta: 0:01:44 time: 0.0415 data_time: 0.0054 memory: 606 2022/08/06 23:04:39 - mmengine - INFO - Epoch(val) [2][3780/6282] eta: 0:01:49 time: 0.0438 data_time: 0.0047 memory: 606 2022/08/06 23:04:40 - mmengine - INFO - Epoch(val) [2][3800/6282] eta: 0:01:43 time: 0.0419 data_time: 0.0051 memory: 606 2022/08/06 23:04:41 - mmengine - INFO - Epoch(val) [2][3820/6282] eta: 0:01:40 time: 0.0408 data_time: 0.0048 memory: 606 2022/08/06 23:04:42 - mmengine - INFO - Epoch(val) [2][3840/6282] eta: 0:01:37 time: 0.0399 data_time: 0.0043 memory: 606 2022/08/06 23:04:43 - mmengine - INFO - Epoch(val) [2][3860/6282] eta: 0:02:20 time: 0.0579 data_time: 0.0054 memory: 606 2022/08/06 23:04:44 - mmengine - INFO - Epoch(val) [2][3880/6282] eta: 0:01:40 time: 0.0418 data_time: 0.0052 memory: 606 2022/08/06 23:04:44 - mmengine - INFO - Epoch(val) [2][3900/6282] eta: 0:01:33 time: 0.0393 data_time: 0.0036 memory: 606 2022/08/06 23:04:45 - mmengine - INFO - Epoch(val) [2][3920/6282] eta: 0:01:36 time: 0.0409 data_time: 0.0054 memory: 606 2022/08/06 23:04:46 - mmengine - INFO - Epoch(val) [2][3940/6282] eta: 0:01:24 time: 0.0362 data_time: 0.0032 memory: 606 2022/08/06 23:04:47 - mmengine - INFO - Epoch(val) [2][3960/6282] eta: 0:01:30 time: 0.0389 data_time: 0.0031 memory: 606 2022/08/06 23:04:47 - mmengine - INFO - Epoch(val) [2][3980/6282] eta: 0:01:30 time: 0.0395 data_time: 0.0032 memory: 606 2022/08/06 23:04:48 - mmengine - INFO - Epoch(val) [2][4000/6282] eta: 0:01:35 time: 0.0419 data_time: 0.0042 memory: 606 2022/08/06 23:04:49 - mmengine - INFO - Epoch(val) [2][4020/6282] eta: 0:01:40 time: 0.0443 data_time: 0.0066 memory: 606 2022/08/06 23:04:50 - mmengine - INFO - Epoch(val) [2][4040/6282] eta: 0:01:41 time: 0.0453 data_time: 0.0050 memory: 646 2022/08/06 23:04:51 - mmengine - INFO - Epoch(val) [2][4060/6282] eta: 0:01:37 time: 0.0440 data_time: 0.0046 memory: 646 2022/08/06 23:04:52 - mmengine - INFO - Epoch(val) [2][4080/6282] eta: 0:01:54 time: 0.0518 data_time: 0.0081 memory: 646 2022/08/06 23:04:53 - mmengine - INFO - Epoch(val) [2][4100/6282] eta: 0:01:48 time: 0.0499 data_time: 0.0072 memory: 646 2022/08/06 23:04:54 - mmengine - INFO - Epoch(val) [2][4120/6282] eta: 0:01:38 time: 0.0456 data_time: 0.0045 memory: 646 2022/08/06 23:04:55 - mmengine - INFO - Epoch(val) [2][4140/6282] eta: 0:01:29 time: 0.0417 data_time: 0.0039 memory: 646 2022/08/06 23:04:56 - mmengine - INFO - Epoch(val) [2][4160/6282] eta: 0:01:25 time: 0.0404 data_time: 0.0068 memory: 577 2022/08/06 23:04:56 - mmengine - INFO - Epoch(val) [2][4180/6282] eta: 0:01:26 time: 0.0414 data_time: 0.0063 memory: 577 2022/08/06 23:04:57 - mmengine - INFO - Epoch(val) [2][4200/6282] eta: 0:01:22 time: 0.0395 data_time: 0.0045 memory: 577 2022/08/06 23:04:58 - mmengine - INFO - Epoch(val) [2][4220/6282] eta: 0:01:25 time: 0.0416 data_time: 0.0032 memory: 577 2022/08/06 23:04:59 - mmengine - INFO - Epoch(val) [2][4240/6282] eta: 0:01:16 time: 0.0376 data_time: 0.0034 memory: 577 2022/08/06 23:05:00 - mmengine - INFO - Epoch(val) [2][4260/6282] eta: 0:01:19 time: 0.0392 data_time: 0.0043 memory: 576 2022/08/06 23:05:00 - mmengine - INFO - Epoch(val) [2][4280/6282] eta: 0:01:18 time: 0.0392 data_time: 0.0040 memory: 576 2022/08/06 23:05:01 - mmengine - INFO - Epoch(val) [2][4300/6282] eta: 0:01:15 time: 0.0382 data_time: 0.0042 memory: 576 2022/08/06 23:05:02 - mmengine - INFO - Epoch(val) [2][4320/6282] eta: 0:01:29 time: 0.0456 data_time: 0.0040 memory: 576 2022/08/06 23:05:03 - mmengine - INFO - Epoch(val) [2][4340/6282] eta: 0:01:12 time: 0.0376 data_time: 0.0042 memory: 576 2022/08/06 23:05:04 - mmengine - INFO - Epoch(val) [2][4360/6282] eta: 0:01:13 time: 0.0383 data_time: 0.0034 memory: 606 2022/08/06 23:05:04 - mmengine - INFO - Epoch(val) [2][4380/6282] eta: 0:01:24 time: 0.0444 data_time: 0.0035 memory: 606 2022/08/06 23:05:05 - mmengine - INFO - Epoch(val) [2][4400/6282] eta: 0:01:29 time: 0.0473 data_time: 0.0057 memory: 606 2022/08/06 23:05:06 - mmengine - INFO - Epoch(val) [2][4420/6282] eta: 0:01:19 time: 0.0425 data_time: 0.0038 memory: 606 2022/08/06 23:05:07 - mmengine - INFO - Epoch(val) [2][4440/6282] eta: 0:01:09 time: 0.0377 data_time: 0.0041 memory: 610 2022/08/06 23:05:08 - mmengine - INFO - Epoch(val) [2][4460/6282] eta: 0:01:23 time: 0.0458 data_time: 0.0050 memory: 610 2022/08/06 23:05:09 - mmengine - INFO - Epoch(val) [2][4480/6282] eta: 0:01:17 time: 0.0432 data_time: 0.0047 memory: 610 2022/08/06 23:05:10 - mmengine - INFO - Epoch(val) [2][4500/6282] eta: 0:01:10 time: 0.0398 data_time: 0.0044 memory: 610 2022/08/06 23:05:10 - mmengine - INFO - Epoch(val) [2][4520/6282] eta: 0:01:13 time: 0.0420 data_time: 0.0044 memory: 610 2022/08/06 23:05:11 - mmengine - INFO - Epoch(val) [2][4540/6282] eta: 0:01:09 time: 0.0397 data_time: 0.0037 memory: 579 2022/08/06 23:05:12 - mmengine - INFO - Epoch(val) [2][4560/6282] eta: 0:01:46 time: 0.0620 data_time: 0.0034 memory: 579 2022/08/06 23:05:13 - mmengine - INFO - Epoch(val) [2][4580/6282] eta: 0:01:09 time: 0.0406 data_time: 0.0047 memory: 579 2022/08/06 23:05:14 - mmengine - INFO - Epoch(val) [2][4600/6282] eta: 0:01:05 time: 0.0388 data_time: 0.0039 memory: 579 2022/08/06 23:05:15 - mmengine - INFO - Epoch(val) [2][4620/6282] eta: 0:01:08 time: 0.0410 data_time: 0.0048 memory: 579 2022/08/06 23:05:16 - mmengine - INFO - Epoch(val) [2][4640/6282] eta: 0:01:11 time: 0.0434 data_time: 0.0045 memory: 610 2022/08/06 23:05:17 - mmengine - INFO - Epoch(val) [2][4660/6282] eta: 0:01:04 time: 0.0400 data_time: 0.0041 memory: 610 2022/08/06 23:05:17 - mmengine - INFO - Epoch(val) [2][4680/6282] eta: 0:01:11 time: 0.0449 data_time: 0.0030 memory: 610 2022/08/06 23:05:18 - mmengine - INFO - Epoch(val) [2][4700/6282] eta: 0:01:03 time: 0.0400 data_time: 0.0055 memory: 610 2022/08/06 23:05:19 - mmengine - INFO - Epoch(val) [2][4720/6282] eta: 0:01:03 time: 0.0404 data_time: 0.0046 memory: 610 2022/08/06 23:05:20 - mmengine - INFO - Epoch(val) [2][4740/6282] eta: 0:01:01 time: 0.0399 data_time: 0.0047 memory: 590 2022/08/06 23:05:21 - mmengine - INFO - Epoch(val) [2][4760/6282] eta: 0:00:59 time: 0.0390 data_time: 0.0052 memory: 590 2022/08/06 23:05:21 - mmengine - INFO - Epoch(val) [2][4780/6282] eta: 0:01:04 time: 0.0430 data_time: 0.0042 memory: 590 2022/08/06 23:05:22 - mmengine - INFO - Epoch(val) [2][4800/6282] eta: 0:01:04 time: 0.0437 data_time: 0.0075 memory: 590 2022/08/06 23:05:23 - mmengine - INFO - Epoch(val) [2][4820/6282] eta: 0:00:59 time: 0.0409 data_time: 0.0050 memory: 606 2022/08/06 23:05:24 - mmengine - INFO - Epoch(val) [2][4840/6282] eta: 0:00:58 time: 0.0406 data_time: 0.0038 memory: 606 2022/08/06 23:05:25 - mmengine - INFO - Epoch(val) [2][4860/6282] eta: 0:01:03 time: 0.0448 data_time: 0.0060 memory: 606 2022/08/06 23:05:26 - mmengine - INFO - Epoch(val) [2][4880/6282] eta: 0:01:01 time: 0.0437 data_time: 0.0058 memory: 606 2022/08/06 23:05:27 - mmengine - INFO - Epoch(val) [2][4900/6282] eta: 0:00:56 time: 0.0409 data_time: 0.0047 memory: 606 2022/08/06 23:05:27 - mmengine - INFO - Epoch(val) [2][4920/6282] eta: 0:00:56 time: 0.0416 data_time: 0.0047 memory: 608 2022/08/06 23:05:28 - mmengine - INFO - Epoch(val) [2][4940/6282] eta: 0:00:58 time: 0.0436 data_time: 0.0044 memory: 608 2022/08/06 23:05:29 - mmengine - INFO - Epoch(val) [2][4960/6282] eta: 0:00:51 time: 0.0391 data_time: 0.0035 memory: 608 2022/08/06 23:05:30 - mmengine - INFO - Epoch(val) [2][4980/6282] eta: 0:00:52 time: 0.0403 data_time: 0.0038 memory: 608 2022/08/06 23:05:31 - mmengine - INFO - Epoch(val) [2][5000/6282] eta: 0:00:54 time: 0.0428 data_time: 0.0046 memory: 608 2022/08/06 23:05:32 - mmengine - INFO - Epoch(val) [2][5020/6282] eta: 0:00:50 time: 0.0400 data_time: 0.0032 memory: 608 2022/08/06 23:05:33 - mmengine - INFO - Epoch(val) [2][5040/6282] eta: 0:01:22 time: 0.0663 data_time: 0.0061 memory: 579 2022/08/06 23:05:34 - mmengine - INFO - Epoch(val) [2][5060/6282] eta: 0:00:48 time: 0.0401 data_time: 0.0048 memory: 579 2022/08/06 23:05:34 - mmengine - INFO - Epoch(val) [2][5080/6282] eta: 0:00:47 time: 0.0397 data_time: 0.0051 memory: 579 2022/08/06 23:05:35 - mmengine - INFO - Epoch(val) [2][5100/6282] eta: 0:00:49 time: 0.0418 data_time: 0.0038 memory: 579 2022/08/06 23:05:36 - mmengine - INFO - Epoch(val) [2][5120/6282] eta: 0:00:45 time: 0.0393 data_time: 0.0039 memory: 579 2022/08/06 23:05:37 - mmengine - INFO - Epoch(val) [2][5140/6282] eta: 0:00:48 time: 0.0421 data_time: 0.0059 memory: 577 2022/08/06 23:05:38 - mmengine - INFO - Epoch(val) [2][5160/6282] eta: 0:00:48 time: 0.0430 data_time: 0.0054 memory: 577 2022/08/06 23:05:39 - mmengine - INFO - Epoch(val) [2][5180/6282] eta: 0:00:47 time: 0.0434 data_time: 0.0050 memory: 577 2022/08/06 23:05:40 - mmengine - INFO - Epoch(val) [2][5200/6282] eta: 0:00:42 time: 0.0395 data_time: 0.0032 memory: 577 2022/08/06 23:05:40 - mmengine - INFO - Epoch(val) [2][5220/6282] eta: 0:00:40 time: 0.0384 data_time: 0.0049 memory: 577 2022/08/06 23:05:41 - mmengine - INFO - Epoch(val) [2][5240/6282] eta: 0:00:42 time: 0.0404 data_time: 0.0045 memory: 576 2022/08/06 23:05:42 - mmengine - INFO - Epoch(val) [2][5260/6282] eta: 0:00:49 time: 0.0486 data_time: 0.0051 memory: 576 2022/08/06 23:05:43 - mmengine - INFO - Epoch(val) [2][5280/6282] eta: 0:00:41 time: 0.0416 data_time: 0.0048 memory: 576 2022/08/06 23:05:44 - mmengine - INFO - Epoch(val) [2][5300/6282] eta: 0:00:41 time: 0.0421 data_time: 0.0042 memory: 576 2022/08/06 23:05:45 - mmengine - INFO - Epoch(val) [2][5320/6282] eta: 0:00:38 time: 0.0404 data_time: 0.0038 memory: 577 2022/08/06 23:05:45 - mmengine - INFO - Epoch(val) [2][5340/6282] eta: 0:00:39 time: 0.0416 data_time: 0.0045 memory: 577 2022/08/06 23:05:46 - mmengine - INFO - Epoch(val) [2][5360/6282] eta: 0:00:38 time: 0.0415 data_time: 0.0052 memory: 577 2022/08/06 23:05:47 - mmengine - INFO - Epoch(val) [2][5380/6282] eta: 0:00:38 time: 0.0427 data_time: 0.0058 memory: 577 2022/08/06 23:05:48 - mmengine - INFO - Epoch(val) [2][5400/6282] eta: 0:00:35 time: 0.0404 data_time: 0.0050 memory: 577 2022/08/06 23:05:49 - mmengine - INFO - Epoch(val) [2][5420/6282] eta: 0:00:36 time: 0.0429 data_time: 0.0054 memory: 577 2022/08/06 23:05:50 - mmengine - INFO - Epoch(val) [2][5440/6282] eta: 0:00:36 time: 0.0430 data_time: 0.0045 memory: 577 2022/08/06 23:05:50 - mmengine - INFO - Epoch(val) [2][5460/6282] eta: 0:00:34 time: 0.0421 data_time: 0.0050 memory: 577 2022/08/06 23:05:51 - mmengine - INFO - Epoch(val) [2][5480/6282] eta: 0:00:33 time: 0.0416 data_time: 0.0061 memory: 577 2022/08/06 23:05:53 - mmengine - INFO - Epoch(val) [2][5500/6282] eta: 0:00:50 time: 0.0650 data_time: 0.0038 memory: 577 2022/08/06 23:05:53 - mmengine - INFO - Epoch(val) [2][5520/6282] eta: 0:00:33 time: 0.0438 data_time: 0.0049 memory: 588 2022/08/06 23:05:54 - mmengine - INFO - Epoch(val) [2][5540/6282] eta: 0:00:29 time: 0.0404 data_time: 0.0052 memory: 588 2022/08/06 23:05:55 - mmengine - INFO - Epoch(val) [2][5560/6282] eta: 0:00:29 time: 0.0407 data_time: 0.0047 memory: 588 2022/08/06 23:05:56 - mmengine - INFO - Epoch(val) [2][5580/6282] eta: 0:00:29 time: 0.0425 data_time: 0.0048 memory: 588 2022/08/06 23:05:57 - mmengine - INFO - Epoch(val) [2][5600/6282] eta: 0:00:26 time: 0.0393 data_time: 0.0032 memory: 588 2022/08/06 23:05:57 - mmengine - INFO - Epoch(val) [2][5620/6282] eta: 0:00:24 time: 0.0368 data_time: 0.0024 memory: 588 2022/08/06 23:05:58 - mmengine - INFO - Epoch(val) [2][5640/6282] eta: 0:00:24 time: 0.0379 data_time: 0.0028 memory: 577 2022/08/06 23:05:59 - mmengine - INFO - Epoch(val) [2][5660/6282] eta: 0:00:25 time: 0.0404 data_time: 0.0043 memory: 577 2022/08/06 23:06:00 - mmengine - INFO - Epoch(val) [2][5680/6282] eta: 0:00:24 time: 0.0409 data_time: 0.0040 memory: 577 2022/08/06 23:06:01 - mmengine - INFO - Epoch(val) [2][5700/6282] eta: 0:00:23 time: 0.0412 data_time: 0.0038 memory: 577 2022/08/06 23:06:02 - mmengine - INFO - Epoch(val) [2][5720/6282] eta: 0:00:23 time: 0.0426 data_time: 0.0057 memory: 594 2022/08/06 23:06:03 - mmengine - INFO - Epoch(val) [2][5740/6282] eta: 0:00:28 time: 0.0523 data_time: 0.0035 memory: 594 2022/08/06 23:06:04 - mmengine - INFO - Epoch(val) [2][5760/6282] eta: 0:00:23 time: 0.0457 data_time: 0.0051 memory: 594 2022/08/06 23:06:04 - mmengine - INFO - Epoch(val) [2][5780/6282] eta: 0:00:21 time: 0.0419 data_time: 0.0040 memory: 594 2022/08/06 23:06:05 - mmengine - INFO - Epoch(val) [2][5800/6282] eta: 0:00:20 time: 0.0416 data_time: 0.0056 memory: 594 2022/08/06 23:06:06 - mmengine - INFO - Epoch(val) [2][5820/6282] eta: 0:00:20 time: 0.0441 data_time: 0.0056 memory: 594 2022/08/06 23:06:07 - mmengine - INFO - Epoch(val) [2][5840/6282] eta: 0:00:18 time: 0.0415 data_time: 0.0053 memory: 588 2022/08/06 23:06:08 - mmengine - INFO - Epoch(val) [2][5860/6282] eta: 0:00:17 time: 0.0415 data_time: 0.0039 memory: 588 2022/08/06 23:06:09 - mmengine - INFO - Epoch(val) [2][5880/6282] eta: 0:00:16 time: 0.0403 data_time: 0.0044 memory: 588 2022/08/06 23:06:09 - mmengine - INFO - Epoch(val) [2][5900/6282] eta: 0:00:16 time: 0.0424 data_time: 0.0053 memory: 588 2022/08/06 23:06:10 - mmengine - INFO - Epoch(val) [2][5920/6282] eta: 0:00:15 time: 0.0427 data_time: 0.0052 memory: 588 2022/08/06 23:06:11 - mmengine - INFO - Epoch(val) [2][5940/6282] eta: 0:00:15 time: 0.0453 data_time: 0.0050 memory: 577 2022/08/06 23:06:13 - mmengine - INFO - Epoch(val) [2][5960/6282] eta: 0:00:21 time: 0.0678 data_time: 0.0047 memory: 577 2022/08/06 23:06:13 - mmengine - INFO - Epoch(val) [2][5980/6282] eta: 0:00:12 time: 0.0413 data_time: 0.0037 memory: 577 2022/08/06 23:06:14 - mmengine - INFO - Epoch(val) [2][6000/6282] eta: 0:00:11 time: 0.0425 data_time: 0.0041 memory: 606 2022/08/06 23:06:15 - mmengine - INFO - Epoch(val) [2][6020/6282] eta: 0:00:10 time: 0.0402 data_time: 0.0041 memory: 606 2022/08/06 23:06:16 - mmengine - INFO - Epoch(val) [2][6040/6282] eta: 0:00:10 time: 0.0416 data_time: 0.0046 memory: 606 2022/08/06 23:06:17 - mmengine - INFO - Epoch(val) [2][6060/6282] eta: 0:00:10 time: 0.0463 data_time: 0.0070 memory: 606 2022/08/06 23:06:18 - mmengine - INFO - Epoch(val) [2][6080/6282] eta: 0:00:08 time: 0.0432 data_time: 0.0052 memory: 606 2022/08/06 23:06:18 - mmengine - INFO - Epoch(val) [2][6100/6282] eta: 0:00:06 time: 0.0370 data_time: 0.0043 memory: 606 2022/08/06 23:06:19 - mmengine - INFO - Epoch(val) [2][6120/6282] eta: 0:00:04 time: 0.0286 data_time: 0.0024 memory: 606 2022/08/06 23:06:19 - mmengine - INFO - Epoch(val) [2][6140/6282] eta: 0:00:02 time: 0.0209 data_time: 0.0015 memory: 606 2022/08/06 23:06:20 - mmengine - INFO - Epoch(val) [2][6160/6282] eta: 0:00:02 time: 0.0199 data_time: 0.0012 memory: 606 2022/08/06 23:06:20 - mmengine - INFO - Epoch(val) [2][6180/6282] eta: 0:00:02 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/06 23:06:21 - mmengine - INFO - Epoch(val) [2][6200/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/06 23:06:21 - mmengine - INFO - Epoch(val) [2][6220/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/06 23:06:21 - mmengine - INFO - Epoch(val) [2][6240/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0011 memory: 606 2022/08/06 23:06:22 - mmengine - INFO - Epoch(val) [2][6260/6282] eta: 0:00:00 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/06 23:06:22 - mmengine - INFO - Epoch(val) [2][6280/6282] eta: 0:00:00 time: 0.0267 data_time: 0.0024 memory: 606 2022/08/06 23:11:28 - mmengine - INFO - Epoch(val) [2][6282/6282] mAP/mAP@0.5IOU: 0.1737 2022/08/06 23:11:28 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/ava_slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_2.pth is removed 2022/08/06 23:11:31 - mmengine - INFO - The best checkpoint with 0.1737 mAP/mAP@0.5IOU at 3 epoch is saved to best_mAP/mAP@0.5IOU_epoch_3.pth. 2022/08/06 23:11:40 - mmengine - INFO - Epoch(train) [3][20/1441] lr: 1.1000e-01 eta: 2:57:56 time: 0.4046 data_time: 0.0490 memory: 8503 grad_norm: 0.1482 recall@thr=0.5: 0.4385 prec@thr=0.5: 0.6333 recall@top3: 0.7093 prec@top3: 0.5852 recall@top5: 0.8248 prec@top5: 0.4267 loss_action_cls: 0.0732 loss: 0.0732 2022/08/06 23:11:48 - mmengine - INFO - Epoch(train) [3][40/1441] lr: 1.1000e-01 eta: 2:57:48 time: 0.4097 data_time: 0.0275 memory: 8503 grad_norm: 0.1481 recall@thr=0.5: 0.5447 prec@thr=0.5: 0.7785 recall@top3: 0.7175 prec@top3: 0.6748 recall@top5: 0.9289 prec@top5: 0.5268 loss_action_cls: 0.0780 loss: 0.0780 2022/08/06 23:11:56 - mmengine - INFO - Epoch(train) [3][60/1441] lr: 1.1000e-01 eta: 2:57:39 time: 0.4076 data_time: 0.0206 memory: 8503 grad_norm: 0.1713 recall@thr=0.5: 0.7049 prec@thr=0.5: 0.7917 recall@top3: 0.8160 prec@top3: 0.7014 recall@top5: 0.9514 prec@top5: 0.4958 loss_action_cls: 0.0703 loss: 0.0703 2022/08/06 23:12:04 - mmengine - INFO - Epoch(train) [3][80/1441] lr: 1.1000e-01 eta: 2:57:29 time: 0.4041 data_time: 0.0212 memory: 8503 grad_norm: 0.1374 recall@thr=0.5: 0.6175 prec@thr=0.5: 0.6833 recall@top3: 0.7300 prec@top3: 0.6583 recall@top5: 0.9000 prec@top5: 0.5050 loss_action_cls: 0.0768 loss: 0.0768 2022/08/06 23:12:12 - mmengine - INFO - Epoch(train) [3][100/1441] lr: 1.1000e-01 eta: 2:57:22 time: 0.4217 data_time: 0.0207 memory: 8503 grad_norm: 0.1571 recall@thr=0.5: 0.5484 prec@thr=0.5: 0.7903 recall@top3: 0.8091 prec@top3: 0.6022 recall@top5: 0.9153 prec@top5: 0.4387 loss_action_cls: 0.0761 loss: 0.0761 2022/08/06 23:12:19 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 23:12:20 - mmengine - INFO - Epoch(train) [3][120/1441] lr: 1.1000e-01 eta: 2:57:08 time: 0.3760 data_time: 0.0199 memory: 8503 grad_norm: 0.1552 recall@thr=0.5: 0.4688 prec@thr=0.5: 0.5903 recall@top3: 0.7396 prec@top3: 0.5417 recall@top5: 0.9375 prec@top5: 0.4167 loss_action_cls: 0.0743 loss: 0.0743 2022/08/06 23:12:28 - mmengine - INFO - Epoch(train) [3][140/1441] lr: 1.1000e-01 eta: 2:57:00 time: 0.4154 data_time: 0.0217 memory: 8503 grad_norm: 0.1699 recall@thr=0.5: 0.4833 prec@thr=0.5: 0.5746 recall@top3: 0.7070 prec@top3: 0.4649 recall@top5: 0.8640 prec@top5: 0.3632 loss_action_cls: 0.0731 loss: 0.0731 2022/08/06 23:12:36 - mmengine - INFO - Epoch(train) [3][160/1441] lr: 1.1000e-01 eta: 2:56:47 time: 0.3830 data_time: 0.0225 memory: 8503 grad_norm: 0.1509 recall@thr=0.5: 0.4671 prec@thr=0.5: 0.6531 recall@top3: 0.6977 prec@top3: 0.5659 recall@top5: 0.9264 prec@top5: 0.4558 loss_action_cls: 0.0750 loss: 0.0750 2022/08/06 23:12:44 - mmengine - INFO - Epoch(train) [3][180/1441] lr: 1.1000e-01 eta: 2:56:40 time: 0.4153 data_time: 0.0227 memory: 8503 grad_norm: 0.1308 recall@thr=0.5: 0.5218 prec@thr=0.5: 0.6548 recall@top3: 0.7659 prec@top3: 0.6190 recall@top5: 0.8512 prec@top5: 0.4286 loss_action_cls: 0.0690 loss: 0.0690 2022/08/06 23:12:52 - mmengine - INFO - Epoch(train) [3][200/1441] lr: 1.1000e-01 eta: 2:56:26 time: 0.3769 data_time: 0.0179 memory: 8503 grad_norm: 0.1459 recall@thr=0.5: 0.6136 prec@thr=0.5: 0.6723 recall@top3: 0.7159 prec@top3: 0.6212 recall@top5: 0.9318 prec@top5: 0.4909 loss_action_cls: 0.0788 loss: 0.0788 2022/08/06 23:13:00 - mmengine - INFO - Epoch(train) [3][220/1441] lr: 1.1000e-01 eta: 2:56:17 time: 0.4067 data_time: 0.0223 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.6071 prec@thr=0.5: 0.5714 recall@top3: 0.7103 prec@top3: 0.5238 recall@top5: 0.8532 prec@top5: 0.3952 loss_action_cls: 0.0780 loss: 0.0780 2022/08/06 23:13:07 - mmengine - INFO - Epoch(train) [3][240/1441] lr: 1.1000e-01 eta: 2:56:04 time: 0.3836 data_time: 0.0192 memory: 8503 grad_norm: 0.1244 recall@thr=0.5: 0.5978 prec@thr=0.5: 0.6341 recall@top3: 0.7174 prec@top3: 0.5797 recall@top5: 0.8913 prec@top5: 0.4348 loss_action_cls: 0.0706 loss: 0.0706 2022/08/06 23:13:16 - mmengine - INFO - Epoch(train) [3][260/1441] lr: 1.1000e-01 eta: 2:55:55 time: 0.4094 data_time: 0.0209 memory: 8503 grad_norm: 0.1295 recall@thr=0.5: 0.6196 prec@thr=0.5: 0.6739 recall@top3: 0.6957 prec@top3: 0.5870 recall@top5: 0.8732 prec@top5: 0.4304 loss_action_cls: 0.0723 loss: 0.0723 2022/08/06 23:13:24 - mmengine - INFO - Epoch(train) [3][280/1441] lr: 1.1000e-01 eta: 2:55:46 time: 0.4050 data_time: 0.0242 memory: 8503 grad_norm: 0.1144 recall@thr=0.5: 0.4861 prec@thr=0.5: 0.5694 recall@top3: 0.5995 prec@top3: 0.5000 recall@top5: 0.8495 prec@top5: 0.4222 loss_action_cls: 0.0828 loss: 0.0828 2022/08/06 23:13:31 - mmengine - INFO - Epoch(train) [3][300/1441] lr: 1.1000e-01 eta: 2:55:33 time: 0.3806 data_time: 0.0160 memory: 8503 grad_norm: 0.1232 recall@thr=0.5: 0.4081 prec@thr=0.5: 0.5171 recall@top3: 0.6603 prec@top3: 0.5385 recall@top5: 0.8692 prec@top5: 0.4513 loss_action_cls: 0.0773 loss: 0.0773 2022/08/06 23:13:40 - mmengine - INFO - Epoch(train) [3][320/1441] lr: 1.1000e-01 eta: 2:55:24 time: 0.4021 data_time: 0.0245 memory: 8503 grad_norm: 0.1163 recall@thr=0.5: 0.6228 prec@thr=0.5: 0.6993 recall@top3: 0.7449 prec@top3: 0.6159 recall@top5: 0.9467 prec@top5: 0.4870 loss_action_cls: 0.0743 loss: 0.0743 2022/08/06 23:13:48 - mmengine - INFO - Epoch(train) [3][340/1441] lr: 1.1000e-01 eta: 2:55:15 time: 0.4118 data_time: 0.0224 memory: 8503 grad_norm: 0.1220 recall@thr=0.5: 0.7423 prec@thr=0.5: 0.8164 recall@top3: 0.7855 prec@top3: 0.6543 recall@top5: 0.9429 prec@top5: 0.4630 loss_action_cls: 0.0700 loss: 0.0700 2022/08/06 23:13:56 - mmengine - INFO - Epoch(train) [3][360/1441] lr: 1.1000e-01 eta: 2:55:05 time: 0.3974 data_time: 0.0218 memory: 8503 grad_norm: 0.1326 recall@thr=0.5: 0.6197 prec@thr=0.5: 0.7677 recall@top3: 0.7359 prec@top3: 0.5354 recall@top5: 0.8864 prec@top5: 0.4061 loss_action_cls: 0.0721 loss: 0.0721 2022/08/06 23:14:03 - mmengine - INFO - Epoch(train) [3][380/1441] lr: 1.1000e-01 eta: 2:54:53 time: 0.3855 data_time: 0.0218 memory: 8503 grad_norm: 0.1166 recall@thr=0.5: 0.5427 prec@thr=0.5: 0.7377 recall@top3: 0.7347 prec@top3: 0.7160 recall@top5: 0.8733 prec@top5: 0.5296 loss_action_cls: 0.0739 loss: 0.0739 2022/08/06 23:14:11 - mmengine - INFO - Epoch(train) [3][400/1441] lr: 1.1000e-01 eta: 2:54:38 time: 0.3671 data_time: 0.0220 memory: 8503 grad_norm: 0.1189 recall@thr=0.5: 0.7540 prec@thr=0.5: 0.9058 recall@top3: 0.8362 prec@top3: 0.8768 recall@top5: 0.9337 prec@top5: 0.6000 loss_action_cls: 0.0726 loss: 0.0726 2022/08/06 23:14:19 - mmengine - INFO - Epoch(train) [3][420/1441] lr: 1.1000e-01 eta: 2:54:29 time: 0.4080 data_time: 0.0258 memory: 8503 grad_norm: 0.1247 recall@thr=0.5: 0.5107 prec@thr=0.5: 0.6581 recall@top3: 0.7009 prec@top3: 0.4872 recall@top5: 0.8974 prec@top5: 0.3897 loss_action_cls: 0.0691 loss: 0.0691 2022/08/06 23:14:27 - mmengine - INFO - Epoch(train) [3][440/1441] lr: 1.1000e-01 eta: 2:54:20 time: 0.4047 data_time: 0.0220 memory: 8503 grad_norm: 0.1307 recall@thr=0.5: 0.5167 prec@thr=0.5: 0.6250 recall@top3: 0.6583 prec@top3: 0.5250 recall@top5: 0.8042 prec@top5: 0.3850 loss_action_cls: 0.0685 loss: 0.0685 2022/08/06 23:14:35 - mmengine - INFO - Epoch(train) [3][460/1441] lr: 1.1000e-01 eta: 2:54:09 time: 0.3864 data_time: 0.0194 memory: 8503 grad_norm: 0.1251 recall@thr=0.5: 0.5870 prec@thr=0.5: 0.7572 recall@top3: 0.7536 prec@top3: 0.6667 recall@top5: 0.8841 prec@top5: 0.4696 loss_action_cls: 0.0722 loss: 0.0722 2022/08/06 23:14:42 - mmengine - INFO - Epoch(train) [3][480/1441] lr: 1.1000e-01 eta: 2:53:54 time: 0.3716 data_time: 0.0209 memory: 8503 grad_norm: 0.1374 recall@thr=0.5: 0.5639 prec@thr=0.5: 0.6493 recall@top3: 0.6861 prec@top3: 0.5694 recall@top5: 0.8094 prec@top5: 0.4250 loss_action_cls: 0.0739 loss: 0.0739 2022/08/06 23:14:50 - mmengine - INFO - Epoch(train) [3][500/1441] lr: 1.1000e-01 eta: 2:53:46 time: 0.4111 data_time: 0.0198 memory: 8503 grad_norm: 0.1434 recall@thr=0.5: 0.6210 prec@thr=0.5: 0.7967 recall@top3: 0.7357 prec@top3: 0.7000 recall@top5: 0.9120 prec@top5: 0.5280 loss_action_cls: 0.0693 loss: 0.0693 2022/08/06 23:14:58 - mmengine - INFO - Epoch(train) [3][520/1441] lr: 1.1000e-01 eta: 2:53:32 time: 0.3709 data_time: 0.0198 memory: 8503 grad_norm: 0.1190 recall@thr=0.5: 0.6767 prec@thr=0.5: 0.7960 recall@top3: 0.8147 prec@top3: 0.7126 recall@top5: 0.9181 prec@top5: 0.4862 loss_action_cls: 0.0724 loss: 0.0724 2022/08/06 23:15:06 - mmengine - INFO - Epoch(train) [3][540/1441] lr: 1.1000e-01 eta: 2:53:25 time: 0.4140 data_time: 0.0227 memory: 8503 grad_norm: 0.1172 recall@thr=0.5: 0.6553 prec@thr=0.5: 0.6932 recall@top3: 0.7311 prec@top3: 0.6136 recall@top5: 0.9811 prec@top5: 0.4909 loss_action_cls: 0.0711 loss: 0.0711 2022/08/06 23:15:14 - mmengine - INFO - Epoch(train) [3][560/1441] lr: 1.1000e-01 eta: 2:53:16 time: 0.4040 data_time: 0.0186 memory: 8503 grad_norm: 0.1038 recall@thr=0.5: 0.5877 prec@thr=0.5: 0.6833 recall@top3: 0.6390 prec@top3: 0.5263 recall@top5: 0.8382 prec@top5: 0.4316 loss_action_cls: 0.0760 loss: 0.0760 2022/08/06 23:15:22 - mmengine - INFO - Epoch(train) [3][580/1441] lr: 1.1000e-01 eta: 2:53:03 time: 0.3788 data_time: 0.0237 memory: 8503 grad_norm: 0.1331 recall@thr=0.5: 0.5970 prec@thr=0.5: 0.7630 recall@top3: 0.8067 prec@top3: 0.6889 recall@top5: 0.9333 prec@top5: 0.5022 loss_action_cls: 0.0689 loss: 0.0689 2022/08/06 23:15:29 - mmengine - INFO - Epoch(train) [3][600/1441] lr: 1.1000e-01 eta: 2:52:50 time: 0.3732 data_time: 0.0179 memory: 8503 grad_norm: 0.1132 recall@thr=0.5: 0.7515 prec@thr=0.5: 0.8596 recall@top3: 0.8673 prec@top3: 0.6605 recall@top5: 0.9691 prec@top5: 0.4593 loss_action_cls: 0.0718 loss: 0.0718 2022/08/06 23:15:37 - mmengine - INFO - Epoch(train) [3][620/1441] lr: 1.1000e-01 eta: 2:52:41 time: 0.4046 data_time: 0.0200 memory: 8503 grad_norm: 0.1224 recall@thr=0.5: 0.6321 prec@thr=0.5: 0.6462 recall@top3: 0.6808 prec@top3: 0.5849 recall@top5: 0.8758 prec@top5: 0.4642 loss_action_cls: 0.0747 loss: 0.0747 2022/08/06 23:15:45 - mmengine - INFO - Epoch(train) [3][640/1441] lr: 1.1000e-01 eta: 2:52:31 time: 0.3970 data_time: 0.0190 memory: 8503 grad_norm: 0.1247 recall@thr=0.5: 0.5426 prec@thr=0.5: 0.7287 recall@top3: 0.8256 prec@top3: 0.5659 recall@top5: 0.9225 prec@top5: 0.3907 loss_action_cls: 0.0735 loss: 0.0735 2022/08/06 23:15:53 - mmengine - INFO - Epoch(train) [3][660/1441] lr: 1.1000e-01 eta: 2:52:18 time: 0.3738 data_time: 0.0199 memory: 8503 grad_norm: 0.1203 recall@thr=0.5: 0.5044 prec@thr=0.5: 0.4746 recall@top3: 0.7237 prec@top3: 0.4737 recall@top5: 0.8991 prec@top5: 0.3684 loss_action_cls: 0.0750 loss: 0.0750 2022/08/06 23:16:01 - mmengine - INFO - Epoch(train) [3][680/1441] lr: 1.1000e-01 eta: 2:52:08 time: 0.3960 data_time: 0.0176 memory: 8503 grad_norm: 0.1201 recall@thr=0.5: 0.5424 prec@thr=0.5: 0.6545 recall@top3: 0.7606 prec@top3: 0.6061 recall@top5: 0.9015 prec@top5: 0.4509 loss_action_cls: 0.0695 loss: 0.0695 2022/08/06 23:16:08 - mmengine - INFO - Epoch(train) [3][700/1441] lr: 1.1000e-01 eta: 2:51:55 time: 0.3756 data_time: 0.0211 memory: 8503 grad_norm: 0.1124 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7738 recall@top3: 0.8393 prec@top3: 0.7143 recall@top5: 0.9782 prec@top5: 0.5048 loss_action_cls: 0.0629 loss: 0.0629 2022/08/06 23:16:16 - mmengine - INFO - Epoch(train) [3][720/1441] lr: 1.1000e-01 eta: 2:51:44 time: 0.3891 data_time: 0.0169 memory: 8503 grad_norm: 0.1208 recall@thr=0.5: 0.6109 prec@thr=0.5: 0.7065 recall@top3: 0.8174 prec@top3: 0.6304 recall@top5: 0.9493 prec@top5: 0.4565 loss_action_cls: 0.0636 loss: 0.0636 2022/08/06 23:16:23 - mmengine - INFO - Epoch(train) [3][740/1441] lr: 1.1000e-01 eta: 2:51:32 time: 0.3828 data_time: 0.0338 memory: 8503 grad_norm: 0.1152 recall@thr=0.5: 0.6112 prec@thr=0.5: 0.6705 recall@top3: 0.7446 prec@top3: 0.6357 recall@top5: 0.9128 prec@top5: 0.4791 loss_action_cls: 0.0652 loss: 0.0652 2022/08/06 23:16:31 - mmengine - INFO - Epoch(train) [3][760/1441] lr: 1.1000e-01 eta: 2:51:19 time: 0.3705 data_time: 0.0164 memory: 8503 grad_norm: 0.1124 recall@thr=0.5: 0.6087 prec@thr=0.5: 0.7500 recall@top3: 0.7645 prec@top3: 0.5797 recall@top5: 0.8913 prec@top5: 0.4130 loss_action_cls: 0.0777 loss: 0.0777 2022/08/06 23:16:39 - mmengine - INFO - Epoch(train) [3][780/1441] lr: 1.1000e-01 eta: 2:51:11 time: 0.4112 data_time: 0.0217 memory: 8503 grad_norm: 0.1351 recall@thr=0.5: 0.6185 prec@thr=0.5: 0.7667 recall@top3: 0.7815 prec@top3: 0.6296 recall@top5: 0.8981 prec@top5: 0.4444 loss_action_cls: 0.0689 loss: 0.0689 2022/08/06 23:16:47 - mmengine - INFO - Epoch(train) [3][800/1441] lr: 1.1000e-01 eta: 2:50:59 time: 0.3790 data_time: 0.0192 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.6053 prec@thr=0.5: 0.6908 recall@top3: 0.7741 prec@top3: 0.5351 recall@top5: 0.9452 prec@top5: 0.4053 loss_action_cls: 0.0611 loss: 0.0611 2022/08/06 23:16:55 - mmengine - INFO - Epoch(train) [3][820/1441] lr: 1.1000e-01 eta: 2:50:51 time: 0.4109 data_time: 0.0223 memory: 8503 grad_norm: 0.1239 recall@thr=0.5: 0.5197 prec@thr=0.5: 0.5000 recall@top3: 0.6711 prec@top3: 0.5263 recall@top5: 0.8531 prec@top5: 0.4053 loss_action_cls: 0.0680 loss: 0.0680 2022/08/06 23:17:03 - mmengine - INFO - Epoch(train) [3][840/1441] lr: 1.1000e-01 eta: 2:50:42 time: 0.3991 data_time: 0.0168 memory: 8503 grad_norm: 0.1187 recall@thr=0.5: 0.5611 prec@thr=0.5: 0.8222 recall@top3: 0.7333 prec@top3: 0.6444 recall@top5: 0.8481 prec@top5: 0.4578 loss_action_cls: 0.0711 loss: 0.0711 2022/08/06 23:17:11 - mmengine - INFO - Epoch(train) [3][860/1441] lr: 1.1000e-01 eta: 2:50:31 time: 0.3912 data_time: 0.0224 memory: 8503 grad_norm: 0.1078 recall@thr=0.5: 0.5733 prec@thr=0.5: 0.7333 recall@top3: 0.7067 prec@top3: 0.5867 recall@top5: 0.9033 prec@top5: 0.4600 loss_action_cls: 0.0710 loss: 0.0710 2022/08/06 23:17:19 - mmengine - INFO - Epoch(train) [3][880/1441] lr: 1.1000e-01 eta: 2:50:24 time: 0.4164 data_time: 0.0174 memory: 8503 grad_norm: 0.1146 recall@thr=0.5: 0.4955 prec@thr=0.5: 0.5968 recall@top3: 0.6374 prec@top3: 0.5946 recall@top5: 0.7838 prec@top5: 0.4432 loss_action_cls: 0.0687 loss: 0.0687 2022/08/06 23:17:27 - mmengine - INFO - Epoch(train) [3][900/1441] lr: 1.1000e-01 eta: 2:50:13 time: 0.3878 data_time: 0.0208 memory: 8503 grad_norm: 0.1209 recall@thr=0.5: 0.6151 prec@thr=0.5: 0.6587 recall@top3: 0.7996 prec@top3: 0.6032 recall@top5: 0.8849 prec@top5: 0.4095 loss_action_cls: 0.0608 loss: 0.0608 2022/08/06 23:17:35 - mmengine - INFO - Epoch(train) [3][920/1441] lr: 1.1000e-01 eta: 2:50:05 time: 0.4047 data_time: 0.0174 memory: 8503 grad_norm: 0.1087 recall@thr=0.5: 0.6382 prec@thr=0.5: 0.6829 recall@top3: 0.7683 prec@top3: 0.5854 recall@top5: 0.8943 prec@top5: 0.4146 loss_action_cls: 0.0683 loss: 0.0683 2022/08/06 23:17:43 - mmengine - INFO - Epoch(train) [3][940/1441] lr: 1.1000e-01 eta: 2:49:54 time: 0.3862 data_time: 0.0226 memory: 8503 grad_norm: 0.1187 recall@thr=0.5: 0.6702 prec@thr=0.5: 0.6525 recall@top3: 0.7606 prec@top3: 0.5887 recall@top5: 0.9043 prec@top5: 0.4383 loss_action_cls: 0.0704 loss: 0.0704 2022/08/06 23:17:51 - mmengine - INFO - Epoch(train) [3][960/1441] lr: 1.1000e-01 eta: 2:49:44 time: 0.3947 data_time: 0.0168 memory: 8503 grad_norm: 0.1256 recall@thr=0.5: 0.5470 prec@thr=0.5: 0.7593 recall@top3: 0.6878 prec@top3: 0.6593 recall@top5: 0.9074 prec@top5: 0.5244 loss_action_cls: 0.0671 loss: 0.0671 2022/08/06 23:17:59 - mmengine - INFO - Epoch(train) [3][980/1441] lr: 1.1000e-01 eta: 2:49:35 time: 0.4057 data_time: 0.0218 memory: 8503 grad_norm: 0.1174 recall@thr=0.5: 0.6491 prec@thr=0.5: 0.8355 recall@top3: 0.7522 prec@top3: 0.7018 recall@top5: 0.9408 prec@top5: 0.5263 loss_action_cls: 0.0681 loss: 0.0681 2022/08/06 23:18:06 - mmengine - INFO - Epoch(train) [3][1000/1441] lr: 1.1000e-01 eta: 2:49:25 time: 0.3891 data_time: 0.0195 memory: 8503 grad_norm: 0.1169 recall@thr=0.5: 0.5734 prec@thr=0.5: 0.6746 recall@top3: 0.7202 prec@top3: 0.6190 recall@top5: 0.8254 prec@top5: 0.4286 loss_action_cls: 0.0715 loss: 0.0715 2022/08/06 23:18:15 - mmengine - INFO - Epoch(train) [3][1020/1441] lr: 1.1000e-01 eta: 2:49:18 time: 0.4179 data_time: 0.0282 memory: 8503 grad_norm: 0.1211 recall@thr=0.5: 0.5516 prec@thr=0.5: 0.7262 recall@top3: 0.6937 prec@top3: 0.5635 recall@top5: 0.9278 prec@top5: 0.4571 loss_action_cls: 0.0685 loss: 0.0685 2022/08/06 23:18:22 - mmengine - INFO - Epoch(train) [3][1040/1441] lr: 1.1000e-01 eta: 2:49:06 time: 0.3799 data_time: 0.0178 memory: 8503 grad_norm: 0.1146 recall@thr=0.5: 0.4907 prec@thr=0.5: 0.6713 recall@top3: 0.6846 prec@top3: 0.5864 recall@top5: 0.8383 prec@top5: 0.4333 loss_action_cls: 0.0679 loss: 0.0679 2022/08/06 23:18:30 - mmengine - INFO - Epoch(train) [3][1060/1441] lr: 1.1000e-01 eta: 2:48:56 time: 0.3916 data_time: 0.0248 memory: 8503 grad_norm: 0.1210 recall@thr=0.5: 0.4932 prec@thr=0.5: 0.6098 recall@top3: 0.6864 prec@top3: 0.5000 recall@top5: 0.8811 prec@top5: 0.3955 loss_action_cls: 0.0651 loss: 0.0651 2022/08/06 23:18:38 - mmengine - INFO - Epoch(train) [3][1080/1441] lr: 1.1000e-01 eta: 2:48:47 time: 0.3968 data_time: 0.0182 memory: 8503 grad_norm: 0.1170 recall@thr=0.5: 0.7713 prec@thr=0.5: 0.7578 recall@top3: 0.8275 prec@top3: 0.6589 recall@top5: 0.8953 prec@top5: 0.4372 loss_action_cls: 0.0631 loss: 0.0631 2022/08/06 23:18:46 - mmengine - INFO - Epoch(train) [3][1100/1441] lr: 1.1000e-01 eta: 2:48:36 time: 0.3868 data_time: 0.0225 memory: 8503 grad_norm: 0.1128 recall@thr=0.5: 0.6177 prec@thr=0.5: 0.7170 recall@top3: 0.7118 prec@top3: 0.6458 recall@top5: 0.8875 prec@top5: 0.4667 loss_action_cls: 0.0679 loss: 0.0679 2022/08/06 23:18:53 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 23:18:54 - mmengine - INFO - Epoch(train) [3][1120/1441] lr: 1.1000e-01 eta: 2:48:28 time: 0.4084 data_time: 0.0186 memory: 8503 grad_norm: 0.1153 recall@thr=0.5: 0.5646 prec@thr=0.5: 0.7381 recall@top3: 0.7279 prec@top3: 0.5986 recall@top5: 0.9150 prec@top5: 0.4531 loss_action_cls: 0.0683 loss: 0.0683 2022/08/06 23:19:02 - mmengine - INFO - Epoch(train) [3][1140/1441] lr: 1.1000e-01 eta: 2:48:17 time: 0.3865 data_time: 0.0214 memory: 8503 grad_norm: 0.1133 recall@thr=0.5: 0.6652 prec@thr=0.5: 0.7451 recall@top3: 0.7314 prec@top3: 0.5490 recall@top5: 0.8882 prec@top5: 0.4118 loss_action_cls: 0.0624 loss: 0.0624 2022/08/06 23:19:09 - mmengine - INFO - Epoch(train) [3][1160/1441] lr: 1.1000e-01 eta: 2:48:06 time: 0.3819 data_time: 0.0177 memory: 8503 grad_norm: 0.1139 recall@thr=0.5: 0.5875 prec@thr=0.5: 0.7222 recall@top3: 0.7125 prec@top3: 0.6778 recall@top5: 0.9278 prec@top5: 0.5367 loss_action_cls: 0.0722 loss: 0.0722 2022/08/06 23:19:18 - mmengine - INFO - Epoch(train) [3][1180/1441] lr: 1.1000e-01 eta: 2:47:59 time: 0.4203 data_time: 0.0215 memory: 8503 grad_norm: 0.1156 recall@thr=0.5: 0.5618 prec@thr=0.5: 0.5781 recall@top3: 0.7201 prec@top3: 0.5208 recall@top5: 0.8219 prec@top5: 0.3625 loss_action_cls: 0.0615 loss: 0.0615 2022/08/06 23:19:25 - mmengine - INFO - Epoch(train) [3][1200/1441] lr: 1.1000e-01 eta: 2:47:48 time: 0.3825 data_time: 0.0177 memory: 8503 grad_norm: 0.1186 recall@thr=0.5: 0.5181 prec@thr=0.5: 0.6685 recall@top3: 0.7536 prec@top3: 0.6304 recall@top5: 0.9076 prec@top5: 0.4696 loss_action_cls: 0.0617 loss: 0.0617 2022/08/06 23:19:33 - mmengine - INFO - Epoch(train) [3][1220/1441] lr: 1.1000e-01 eta: 2:47:38 time: 0.3896 data_time: 0.0231 memory: 8503 grad_norm: 0.1118 recall@thr=0.5: 0.6061 prec@thr=0.5: 0.7652 recall@top3: 0.7595 prec@top3: 0.5682 recall@top5: 0.9205 prec@top5: 0.4273 loss_action_cls: 0.0709 loss: 0.0709 2022/08/06 23:19:42 - mmengine - INFO - Epoch(train) [3][1240/1441] lr: 1.1000e-01 eta: 2:47:31 time: 0.4191 data_time: 0.0165 memory: 8503 grad_norm: 0.1126 recall@thr=0.5: 0.5446 prec@thr=0.5: 0.7519 recall@top3: 0.7403 prec@top3: 0.6977 recall@top5: 0.9283 prec@top5: 0.5349 loss_action_cls: 0.0644 loss: 0.0644 2022/08/06 23:19:49 - mmengine - INFO - Epoch(train) [3][1260/1441] lr: 1.1000e-01 eta: 2:47:20 time: 0.3805 data_time: 0.0223 memory: 8503 grad_norm: 0.1078 recall@thr=0.5: 0.6470 prec@thr=0.5: 0.7303 recall@top3: 0.7636 prec@top3: 0.6424 recall@top5: 0.8394 prec@top5: 0.4400 loss_action_cls: 0.0669 loss: 0.0669 2022/08/06 23:19:58 - mmengine - INFO - Epoch(train) [3][1280/1441] lr: 1.1000e-01 eta: 2:47:14 time: 0.4255 data_time: 0.0178 memory: 8503 grad_norm: 0.1054 recall@thr=0.5: 0.4242 prec@thr=0.5: 0.6477 recall@top3: 0.5189 prec@top3: 0.4470 recall@top5: 0.7424 prec@top5: 0.3909 loss_action_cls: 0.0731 loss: 0.0731 2022/08/06 23:20:06 - mmengine - INFO - Epoch(train) [3][1300/1441] lr: 1.1000e-01 eta: 2:47:04 time: 0.3927 data_time: 0.0240 memory: 8503 grad_norm: 0.1149 recall@thr=0.5: 0.5694 prec@thr=0.5: 0.6532 recall@top3: 0.6676 prec@top3: 0.4955 recall@top5: 0.7847 prec@top5: 0.3622 loss_action_cls: 0.0648 loss: 0.0648 2022/08/06 23:20:14 - mmengine - INFO - Epoch(train) [3][1320/1441] lr: 1.1000e-01 eta: 2:46:56 time: 0.4054 data_time: 0.0175 memory: 8503 grad_norm: 0.1162 recall@thr=0.5: 0.5638 prec@thr=0.5: 0.6082 recall@top3: 0.6968 prec@top3: 0.5674 recall@top5: 0.8865 prec@top5: 0.4383 loss_action_cls: 0.0642 loss: 0.0642 2022/08/06 23:20:21 - mmengine - INFO - Epoch(train) [3][1340/1441] lr: 1.1000e-01 eta: 2:46:45 time: 0.3856 data_time: 0.0219 memory: 8503 grad_norm: 0.1101 recall@thr=0.5: 0.5885 prec@thr=0.5: 0.7738 recall@top3: 0.7206 prec@top3: 0.6667 recall@top5: 0.9405 prec@top5: 0.5048 loss_action_cls: 0.0696 loss: 0.0696 2022/08/06 23:20:30 - mmengine - INFO - Epoch(train) [3][1360/1441] lr: 1.1000e-01 eta: 2:46:37 time: 0.4084 data_time: 0.0193 memory: 8503 grad_norm: 0.1101 recall@thr=0.5: 0.6855 prec@thr=0.5: 0.8152 recall@top3: 0.8188 prec@top3: 0.7333 recall@top5: 0.9321 prec@top5: 0.5091 loss_action_cls: 0.0682 loss: 0.0682 2022/08/06 23:20:37 - mmengine - INFO - Epoch(train) [3][1380/1441] lr: 1.1000e-01 eta: 2:46:28 time: 0.3924 data_time: 0.0315 memory: 8503 grad_norm: 0.1208 recall@thr=0.5: 0.5302 prec@thr=0.5: 0.6796 recall@top3: 0.7313 prec@top3: 0.5977 recall@top5: 0.9052 prec@top5: 0.4586 loss_action_cls: 0.0704 loss: 0.0704 2022/08/06 23:20:46 - mmengine - INFO - Epoch(train) [3][1400/1441] lr: 1.1000e-01 eta: 2:46:21 time: 0.4196 data_time: 0.0189 memory: 8503 grad_norm: 0.1032 recall@thr=0.5: 0.5929 prec@thr=0.5: 0.6857 recall@top3: 0.8238 prec@top3: 0.6857 recall@top5: 0.9548 prec@top5: 0.4857 loss_action_cls: 0.0693 loss: 0.0693 2022/08/06 23:20:54 - mmengine - INFO - Epoch(train) [3][1420/1441] lr: 1.1000e-01 eta: 2:46:13 time: 0.4087 data_time: 0.0202 memory: 8503 grad_norm: 0.1080 recall@thr=0.5: 0.6222 prec@thr=0.5: 0.6852 recall@top3: 0.7759 prec@top3: 0.6963 recall@top5: 0.9222 prec@top5: 0.4933 loss_action_cls: 0.0648 loss: 0.0648 2022/08/06 23:21:02 - mmengine - INFO - Epoch(train) [3][1440/1441] lr: 1.1000e-01 eta: 2:46:01 time: 0.3738 data_time: 0.0171 memory: 8503 grad_norm: 0.1087 recall@thr=0.5: 0.5275 prec@thr=0.5: 0.6929 recall@top3: 0.6231 prec@top3: 0.5494 recall@top5: 0.8599 prec@top5: 0.4444 loss_action_cls: 0.0641 loss: 0.0641 2022/08/06 23:21:02 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 23:21:02 - mmengine - INFO - Epoch(train) [3][1441/1441] lr: 1.1000e-01 eta: 2:46:01 time: 0.3644 data_time: 0.0151 memory: 4495 grad_norm: 0.1107 recall@thr=0.5: 0.6698 prec@thr=0.5: 0.8714 recall@top3: 0.8230 prec@top3: 0.7143 recall@top5: 0.9175 prec@top5: 0.4952 loss_action_cls: 0.0626 loss: 0.0626 2022/08/06 23:21:02 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/08/06 23:21:08 - mmengine - INFO - Epoch(val) [3][20/6282] eta: 0:04:28 time: 0.0429 data_time: 0.0056 memory: 560 2022/08/06 23:21:09 - mmengine - INFO - Epoch(val) [3][40/6282] eta: 0:04:05 time: 0.0393 data_time: 0.0050 memory: 560 2022/08/06 23:21:10 - mmengine - INFO - Epoch(val) [3][60/6282] eta: 0:04:03 time: 0.0392 data_time: 0.0036 memory: 560 2022/08/06 23:21:11 - mmengine - INFO - Epoch(val) [3][80/6282] eta: 0:04:13 time: 0.0408 data_time: 0.0040 memory: 560 2022/08/06 23:21:11 - mmengine - INFO - Epoch(val) [3][100/6282] eta: 0:04:11 time: 0.0406 data_time: 0.0043 memory: 560 2022/08/06 23:21:12 - mmengine - INFO - Epoch(val) [3][120/6282] eta: 0:04:40 time: 0.0456 data_time: 0.0058 memory: 606 2022/08/06 23:21:13 - mmengine - INFO - Epoch(val) [3][140/6282] eta: 0:04:24 time: 0.0431 data_time: 0.0039 memory: 606 2022/08/06 23:21:14 - mmengine - INFO - Epoch(val) [3][160/6282] eta: 0:04:31 time: 0.0443 data_time: 0.0057 memory: 606 2022/08/06 23:21:15 - mmengine - INFO - Epoch(val) [3][180/6282] eta: 0:04:20 time: 0.0426 data_time: 0.0057 memory: 606 2022/08/06 23:21:16 - mmengine - INFO - Epoch(val) [3][200/6282] eta: 0:04:17 time: 0.0423 data_time: 0.0047 memory: 606 2022/08/06 23:21:17 - mmengine - INFO - Epoch(val) [3][220/6282] eta: 0:03:55 time: 0.0388 data_time: 0.0048 memory: 577 2022/08/06 23:21:17 - mmengine - INFO - Epoch(val) [3][240/6282] eta: 0:04:12 time: 0.0418 data_time: 0.0049 memory: 577 2022/08/06 23:21:18 - mmengine - INFO - Epoch(val) [3][260/6282] eta: 0:03:58 time: 0.0396 data_time: 0.0040 memory: 577 2022/08/06 23:21:19 - mmengine - INFO - Epoch(val) [3][280/6282] eta: 0:04:21 time: 0.0436 data_time: 0.0059 memory: 577 2022/08/06 23:21:20 - mmengine - INFO - Epoch(val) [3][300/6282] eta: 0:04:18 time: 0.0432 data_time: 0.0038 memory: 606 2022/08/06 23:21:21 - mmengine - INFO - Epoch(val) [3][320/6282] eta: 0:04:21 time: 0.0438 data_time: 0.0056 memory: 606 2022/08/06 23:21:22 - mmengine - INFO - Epoch(val) [3][340/6282] eta: 0:04:29 time: 0.0453 data_time: 0.0062 memory: 606 2022/08/06 23:21:23 - mmengine - INFO - Epoch(val) [3][360/6282] eta: 0:04:23 time: 0.0446 data_time: 0.0051 memory: 606 2022/08/06 23:21:24 - mmengine - INFO - Epoch(val) [3][380/6282] eta: 0:07:01 time: 0.0715 data_time: 0.0039 memory: 606 2022/08/06 23:21:25 - mmengine - INFO - Epoch(val) [3][400/6282] eta: 0:03:55 time: 0.0401 data_time: 0.0041 memory: 606 2022/08/06 23:21:26 - mmengine - INFO - Epoch(val) [3][420/6282] eta: 0:04:12 time: 0.0431 data_time: 0.0046 memory: 579 2022/08/06 23:21:27 - mmengine - INFO - Epoch(val) [3][440/6282] eta: 0:03:46 time: 0.0387 data_time: 0.0035 memory: 579 2022/08/06 23:21:27 - mmengine - INFO - Epoch(val) [3][460/6282] eta: 0:04:11 time: 0.0432 data_time: 0.0057 memory: 579 2022/08/06 23:21:28 - mmengine - INFO - Epoch(val) [3][480/6282] eta: 0:04:19 time: 0.0447 data_time: 0.0046 memory: 579 2022/08/06 23:21:29 - mmengine - INFO - Epoch(val) [3][500/6282] eta: 0:03:52 time: 0.0402 data_time: 0.0043 memory: 579 2022/08/06 23:21:30 - mmengine - INFO - Epoch(val) [3][520/6282] eta: 0:04:19 time: 0.0450 data_time: 0.0037 memory: 577 2022/08/06 23:21:31 - mmengine - INFO - Epoch(val) [3][540/6282] eta: 0:03:54 time: 0.0408 data_time: 0.0044 memory: 577 2022/08/06 23:21:32 - mmengine - INFO - Epoch(val) [3][560/6282] eta: 0:04:34 time: 0.0480 data_time: 0.0055 memory: 577 2022/08/06 23:21:33 - mmengine - INFO - Epoch(val) [3][580/6282] eta: 0:04:19 time: 0.0455 data_time: 0.0042 memory: 577 2022/08/06 23:21:34 - mmengine - INFO - Epoch(val) [3][600/6282] eta: 0:04:42 time: 0.0496 data_time: 0.0055 memory: 577 2022/08/06 23:21:35 - mmengine - INFO - Epoch(val) [3][620/6282] eta: 0:04:25 time: 0.0469 data_time: 0.0065 memory: 577 2022/08/06 23:21:36 - mmengine - INFO - Epoch(val) [3][640/6282] eta: 0:04:13 time: 0.0449 data_time: 0.0054 memory: 575 2022/08/06 23:21:36 - mmengine - INFO - Epoch(val) [3][660/6282] eta: 0:03:54 time: 0.0418 data_time: 0.0054 memory: 575 2022/08/06 23:21:37 - mmengine - INFO - Epoch(val) [3][680/6282] eta: 0:04:13 time: 0.0453 data_time: 0.0048 memory: 575 2022/08/06 23:21:38 - mmengine - INFO - Epoch(val) [3][700/6282] eta: 0:03:52 time: 0.0417 data_time: 0.0034 memory: 575 2022/08/06 23:21:39 - mmengine - INFO - Epoch(val) [3][720/6282] eta: 0:04:11 time: 0.0453 data_time: 0.0052 memory: 606 2022/08/06 23:21:40 - mmengine - INFO - Epoch(val) [3][740/6282] eta: 0:03:43 time: 0.0404 data_time: 0.0032 memory: 606 2022/08/06 23:21:41 - mmengine - INFO - Epoch(val) [3][760/6282] eta: 0:04:07 time: 0.0449 data_time: 0.0031 memory: 606 2022/08/06 23:21:42 - mmengine - INFO - Epoch(val) [3][780/6282] eta: 0:04:00 time: 0.0436 data_time: 0.0051 memory: 606 2022/08/06 23:21:43 - mmengine - INFO - Epoch(val) [3][800/6282] eta: 0:04:18 time: 0.0471 data_time: 0.0060 memory: 606 2022/08/06 23:21:44 - mmengine - INFO - Epoch(val) [3][820/6282] eta: 0:06:09 time: 0.0677 data_time: 0.0054 memory: 606 2022/08/06 23:21:45 - mmengine - INFO - Epoch(val) [3][840/6282] eta: 0:03:55 time: 0.0432 data_time: 0.0056 memory: 577 2022/08/06 23:21:46 - mmengine - INFO - Epoch(val) [3][860/6282] eta: 0:03:47 time: 0.0420 data_time: 0.0056 memory: 577 2022/08/06 23:21:47 - mmengine - INFO - Epoch(val) [3][880/6282] eta: 0:03:51 time: 0.0429 data_time: 0.0047 memory: 577 2022/08/06 23:21:47 - mmengine - INFO - Epoch(val) [3][900/6282] eta: 0:03:28 time: 0.0388 data_time: 0.0027 memory: 577 2022/08/06 23:21:48 - mmengine - INFO - Epoch(val) [3][920/6282] eta: 0:03:09 time: 0.0354 data_time: 0.0032 memory: 577 2022/08/06 23:21:49 - mmengine - INFO - Epoch(val) [3][940/6282] eta: 0:03:41 time: 0.0414 data_time: 0.0055 memory: 560 2022/08/06 23:21:50 - mmengine - INFO - Epoch(val) [3][960/6282] eta: 0:03:45 time: 0.0424 data_time: 0.0059 memory: 560 2022/08/06 23:21:51 - mmengine - INFO - Epoch(val) [3][980/6282] eta: 0:03:31 time: 0.0398 data_time: 0.0045 memory: 560 2022/08/06 23:21:51 - mmengine - INFO - Epoch(val) [3][1000/6282] eta: 0:03:27 time: 0.0393 data_time: 0.0041 memory: 560 2022/08/06 23:21:52 - mmengine - INFO - Epoch(val) [3][1020/6282] eta: 0:03:43 time: 0.0424 data_time: 0.0052 memory: 577 2022/08/06 23:21:53 - mmengine - INFO - Epoch(val) [3][1040/6282] eta: 0:04:02 time: 0.0462 data_time: 0.0056 memory: 577 2022/08/06 23:21:54 - mmengine - INFO - Epoch(val) [3][1060/6282] eta: 0:03:52 time: 0.0444 data_time: 0.0041 memory: 577 2022/08/06 23:21:55 - mmengine - INFO - Epoch(val) [3][1080/6282] eta: 0:04:05 time: 0.0471 data_time: 0.0051 memory: 577 2022/08/06 23:21:56 - mmengine - INFO - Epoch(val) [3][1100/6282] eta: 0:03:39 time: 0.0423 data_time: 0.0046 memory: 577 2022/08/06 23:21:57 - mmengine - INFO - Epoch(val) [3][1120/6282] eta: 0:04:06 time: 0.0477 data_time: 0.0056 memory: 577 2022/08/06 23:21:58 - mmengine - INFO - Epoch(val) [3][1140/6282] eta: 0:04:05 time: 0.0477 data_time: 0.0050 memory: 577 2022/08/06 23:21:59 - mmengine - INFO - Epoch(val) [3][1160/6282] eta: 0:03:47 time: 0.0444 data_time: 0.0051 memory: 577 2022/08/06 23:21:59 - mmengine - INFO - Epoch(val) [3][1180/6282] eta: 0:03:49 time: 0.0450 data_time: 0.0059 memory: 577 2022/08/06 23:22:00 - mmengine - INFO - Epoch(val) [3][1200/6282] eta: 0:04:06 time: 0.0486 data_time: 0.0049 memory: 577 2022/08/06 23:22:01 - mmengine - INFO - Epoch(val) [3][1220/6282] eta: 0:03:49 time: 0.0453 data_time: 0.0048 memory: 577 2022/08/06 23:22:02 - mmengine - INFO - Epoch(val) [3][1240/6282] eta: 0:04:25 time: 0.0526 data_time: 0.0042 memory: 606 2022/08/06 23:22:03 - mmengine - INFO - Epoch(val) [3][1260/6282] eta: 0:03:42 time: 0.0443 data_time: 0.0042 memory: 606 2022/08/06 23:22:05 - mmengine - INFO - Epoch(val) [3][1280/6282] eta: 0:06:10 time: 0.0740 data_time: 0.0060 memory: 606 2022/08/06 23:22:06 - mmengine - INFO - Epoch(val) [3][1300/6282] eta: 0:03:32 time: 0.0426 data_time: 0.0046 memory: 606 2022/08/06 23:22:07 - mmengine - INFO - Epoch(val) [3][1320/6282] eta: 0:03:28 time: 0.0420 data_time: 0.0045 memory: 606 2022/08/06 23:22:07 - mmengine - INFO - Epoch(val) [3][1340/6282] eta: 0:03:15 time: 0.0397 data_time: 0.0055 memory: 606 2022/08/06 23:22:08 - mmengine - INFO - Epoch(val) [3][1360/6282] eta: 0:03:37 time: 0.0442 data_time: 0.0051 memory: 606 2022/08/06 23:22:09 - mmengine - INFO - Epoch(val) [3][1380/6282] eta: 0:03:54 time: 0.0478 data_time: 0.0051 memory: 606 2022/08/06 23:22:10 - mmengine - INFO - Epoch(val) [3][1400/6282] eta: 0:03:18 time: 0.0407 data_time: 0.0050 memory: 606 2022/08/06 23:22:11 - mmengine - INFO - Epoch(val) [3][1420/6282] eta: 0:03:09 time: 0.0390 data_time: 0.0044 memory: 606 2022/08/06 23:22:12 - mmengine - INFO - Epoch(val) [3][1440/6282] eta: 0:03:02 time: 0.0378 data_time: 0.0042 memory: 606 2022/08/06 23:22:12 - mmengine - INFO - Epoch(val) [3][1460/6282] eta: 0:03:27 time: 0.0430 data_time: 0.0051 memory: 606 2022/08/06 23:22:13 - mmengine - INFO - Epoch(val) [3][1480/6282] eta: 0:03:23 time: 0.0423 data_time: 0.0041 memory: 606 2022/08/06 23:22:14 - mmengine - INFO - Epoch(val) [3][1500/6282] eta: 0:03:14 time: 0.0407 data_time: 0.0041 memory: 606 2022/08/06 23:22:15 - mmengine - INFO - Epoch(val) [3][1520/6282] eta: 0:03:09 time: 0.0398 data_time: 0.0035 memory: 650 2022/08/06 23:22:16 - mmengine - INFO - Epoch(val) [3][1540/6282] eta: 0:03:42 time: 0.0469 data_time: 0.0056 memory: 650 2022/08/06 23:22:17 - mmengine - INFO - Epoch(val) [3][1560/6282] eta: 0:03:29 time: 0.0443 data_time: 0.0051 memory: 650 2022/08/06 23:22:18 - mmengine - INFO - Epoch(val) [3][1580/6282] eta: 0:03:27 time: 0.0441 data_time: 0.0033 memory: 650 2022/08/06 23:22:18 - mmengine - INFO - Epoch(val) [3][1600/6282] eta: 0:03:15 time: 0.0417 data_time: 0.0042 memory: 650 2022/08/06 23:22:19 - mmengine - INFO - Epoch(val) [3][1620/6282] eta: 0:03:11 time: 0.0411 data_time: 0.0044 memory: 650 2022/08/06 23:22:20 - mmengine - INFO - Epoch(val) [3][1640/6282] eta: 0:03:03 time: 0.0396 data_time: 0.0049 memory: 606 2022/08/06 23:22:21 - mmengine - INFO - Epoch(val) [3][1660/6282] eta: 0:03:15 time: 0.0422 data_time: 0.0047 memory: 606 2022/08/06 23:22:22 - mmengine - INFO - Epoch(val) [3][1680/6282] eta: 0:03:31 time: 0.0459 data_time: 0.0047 memory: 606 2022/08/06 23:22:23 - mmengine - INFO - Epoch(val) [3][1700/6282] eta: 0:03:38 time: 0.0478 data_time: 0.0051 memory: 606 2022/08/06 23:22:24 - mmengine - INFO - Epoch(val) [3][1720/6282] eta: 0:05:53 time: 0.0776 data_time: 0.0069 memory: 606 2022/08/06 23:22:25 - mmengine - INFO - Epoch(val) [3][1740/6282] eta: 0:03:28 time: 0.0459 data_time: 0.0068 memory: 606 2022/08/06 23:22:26 - mmengine - INFO - Epoch(val) [3][1760/6282] eta: 0:03:36 time: 0.0480 data_time: 0.0072 memory: 606 2022/08/06 23:22:27 - mmengine - INFO - Epoch(val) [3][1780/6282] eta: 0:03:12 time: 0.0428 data_time: 0.0052 memory: 606 2022/08/06 23:22:28 - mmengine - INFO - Epoch(val) [3][1800/6282] eta: 0:03:10 time: 0.0426 data_time: 0.0038 memory: 606 2022/08/06 23:22:29 - mmengine - INFO - Epoch(val) [3][1820/6282] eta: 0:03:23 time: 0.0456 data_time: 0.0047 memory: 606 2022/08/06 23:22:30 - mmengine - INFO - Epoch(val) [3][1840/6282] eta: 0:03:12 time: 0.0433 data_time: 0.0054 memory: 606 2022/08/06 23:22:31 - mmengine - INFO - Epoch(val) [3][1860/6282] eta: 0:03:09 time: 0.0429 data_time: 0.0043 memory: 606 2022/08/06 23:22:31 - mmengine - INFO - Epoch(val) [3][1880/6282] eta: 0:03:14 time: 0.0441 data_time: 0.0069 memory: 606 2022/08/06 23:22:32 - mmengine - INFO - Epoch(val) [3][1900/6282] eta: 0:03:06 time: 0.0427 data_time: 0.0046 memory: 606 2022/08/06 23:22:33 - mmengine - INFO - Epoch(val) [3][1920/6282] eta: 0:03:13 time: 0.0445 data_time: 0.0043 memory: 606 2022/08/06 23:22:34 - mmengine - INFO - Epoch(val) [3][1940/6282] eta: 0:03:18 time: 0.0457 data_time: 0.0060 memory: 606 2022/08/06 23:22:35 - mmengine - INFO - Epoch(val) [3][1960/6282] eta: 0:02:46 time: 0.0385 data_time: 0.0036 memory: 579 2022/08/06 23:22:36 - mmengine - INFO - Epoch(val) [3][1980/6282] eta: 0:02:52 time: 0.0401 data_time: 0.0062 memory: 579 2022/08/06 23:22:37 - mmengine - INFO - Epoch(val) [3][2000/6282] eta: 0:02:56 time: 0.0412 data_time: 0.0034 memory: 579 2022/08/06 23:22:37 - mmengine - INFO - Epoch(val) [3][2020/6282] eta: 0:02:45 time: 0.0389 data_time: 0.0044 memory: 579 2022/08/06 23:22:38 - mmengine - INFO - Epoch(val) [3][2040/6282] eta: 0:02:53 time: 0.0408 data_time: 0.0048 memory: 579 2022/08/06 23:22:39 - mmengine - INFO - Epoch(val) [3][2060/6282] eta: 0:02:50 time: 0.0403 data_time: 0.0030 memory: 579 2022/08/06 23:22:40 - mmengine - INFO - Epoch(val) [3][2080/6282] eta: 0:02:55 time: 0.0419 data_time: 0.0047 memory: 579 2022/08/06 23:22:41 - mmengine - INFO - Epoch(val) [3][2100/6282] eta: 0:03:08 time: 0.0452 data_time: 0.0042 memory: 579 2022/08/06 23:22:42 - mmengine - INFO - Epoch(val) [3][2120/6282] eta: 0:03:00 time: 0.0433 data_time: 0.0062 memory: 579 2022/08/06 23:22:42 - mmengine - INFO - Epoch(val) [3][2140/6282] eta: 0:02:57 time: 0.0428 data_time: 0.0043 memory: 579 2022/08/06 23:22:43 - mmengine - INFO - Epoch(val) [3][2160/6282] eta: 0:02:37 time: 0.0382 data_time: 0.0031 memory: 577 2022/08/06 23:22:45 - mmengine - INFO - Epoch(val) [3][2180/6282] eta: 0:04:47 time: 0.0701 data_time: 0.0052 memory: 577 2022/08/06 23:22:45 - mmengine - INFO - Epoch(val) [3][2200/6282] eta: 0:02:55 time: 0.0431 data_time: 0.0059 memory: 577 2022/08/06 23:22:46 - mmengine - INFO - Epoch(val) [3][2220/6282] eta: 0:02:52 time: 0.0425 data_time: 0.0050 memory: 577 2022/08/06 23:22:47 - mmengine - INFO - Epoch(val) [3][2240/6282] eta: 0:02:31 time: 0.0375 data_time: 0.0035 memory: 577 2022/08/06 23:22:48 - mmengine - INFO - Epoch(val) [3][2260/6282] eta: 0:02:43 time: 0.0406 data_time: 0.0036 memory: 579 2022/08/06 23:22:49 - mmengine - INFO - Epoch(val) [3][2280/6282] eta: 0:03:05 time: 0.0464 data_time: 0.0058 memory: 579 2022/08/06 23:22:50 - mmengine - INFO - Epoch(val) [3][2300/6282] eta: 0:02:41 time: 0.0405 data_time: 0.0047 memory: 579 2022/08/06 23:22:50 - mmengine - INFO - Epoch(val) [3][2320/6282] eta: 0:02:31 time: 0.0382 data_time: 0.0040 memory: 579 2022/08/06 23:22:51 - mmengine - INFO - Epoch(val) [3][2340/6282] eta: 0:02:38 time: 0.0402 data_time: 0.0036 memory: 579 2022/08/06 23:22:52 - mmengine - INFO - Epoch(val) [3][2360/6282] eta: 0:02:37 time: 0.0401 data_time: 0.0052 memory: 577 2022/08/06 23:22:53 - mmengine - INFO - Epoch(val) [3][2380/6282] eta: 0:02:53 time: 0.0445 data_time: 0.0032 memory: 577 2022/08/06 23:22:54 - mmengine - INFO - Epoch(val) [3][2400/6282] eta: 0:03:08 time: 0.0484 data_time: 0.0059 memory: 577 2022/08/06 23:22:55 - mmengine - INFO - Epoch(val) [3][2420/6282] eta: 0:03:14 time: 0.0503 data_time: 0.0062 memory: 577 2022/08/06 23:22:56 - mmengine - INFO - Epoch(val) [3][2440/6282] eta: 0:02:55 time: 0.0456 data_time: 0.0047 memory: 577 2022/08/06 23:22:57 - mmengine - INFO - Epoch(val) [3][2460/6282] eta: 0:03:05 time: 0.0485 data_time: 0.0062 memory: 606 2022/08/06 23:22:58 - mmengine - INFO - Epoch(val) [3][2480/6282] eta: 0:02:47 time: 0.0439 data_time: 0.0052 memory: 606 2022/08/06 23:22:58 - mmengine - INFO - Epoch(val) [3][2500/6282] eta: 0:02:36 time: 0.0413 data_time: 0.0041 memory: 606 2022/08/06 23:22:59 - mmengine - INFO - Epoch(val) [3][2520/6282] eta: 0:02:28 time: 0.0394 data_time: 0.0045 memory: 606 2022/08/06 23:23:00 - mmengine - INFO - Epoch(val) [3][2540/6282] eta: 0:02:29 time: 0.0400 data_time: 0.0059 memory: 606 2022/08/06 23:23:01 - mmengine - INFO - Epoch(val) [3][2560/6282] eta: 0:02:33 time: 0.0411 data_time: 0.0047 memory: 606 2022/08/06 23:23:02 - mmengine - INFO - Epoch(val) [3][2580/6282] eta: 0:02:32 time: 0.0411 data_time: 0.0062 memory: 606 2022/08/06 23:23:03 - mmengine - INFO - Epoch(val) [3][2600/6282] eta: 0:02:35 time: 0.0422 data_time: 0.0046 memory: 606 2022/08/06 23:23:04 - mmengine - INFO - Epoch(val) [3][2620/6282] eta: 0:02:56 time: 0.0482 data_time: 0.0048 memory: 606 2022/08/06 23:23:05 - mmengine - INFO - Epoch(val) [3][2640/6282] eta: 0:04:10 time: 0.0688 data_time: 0.0042 memory: 606 2022/08/06 23:23:06 - mmengine - INFO - Epoch(val) [3][2660/6282] eta: 0:02:55 time: 0.0485 data_time: 0.0064 memory: 646 2022/08/06 23:23:07 - mmengine - INFO - Epoch(val) [3][2680/6282] eta: 0:02:58 time: 0.0497 data_time: 0.0067 memory: 646 2022/08/06 23:23:08 - mmengine - INFO - Epoch(val) [3][2700/6282] eta: 0:02:40 time: 0.0447 data_time: 0.0066 memory: 646 2022/08/06 23:23:09 - mmengine - INFO - Epoch(val) [3][2720/6282] eta: 0:02:39 time: 0.0447 data_time: 0.0042 memory: 646 2022/08/06 23:23:10 - mmengine - INFO - Epoch(val) [3][2740/6282] eta: 0:02:32 time: 0.0431 data_time: 0.0050 memory: 646 2022/08/06 23:23:10 - mmengine - INFO - Epoch(val) [3][2760/6282] eta: 0:02:28 time: 0.0421 data_time: 0.0041 memory: 579 2022/08/06 23:23:11 - mmengine - INFO - Epoch(val) [3][2780/6282] eta: 0:02:19 time: 0.0398 data_time: 0.0048 memory: 579 2022/08/06 23:23:12 - mmengine - INFO - Epoch(val) [3][2800/6282] eta: 0:02:12 time: 0.0380 data_time: 0.0040 memory: 579 2022/08/06 23:23:13 - mmengine - INFO - Epoch(val) [3][2820/6282] eta: 0:02:26 time: 0.0424 data_time: 0.0026 memory: 579 2022/08/06 23:23:14 - mmengine - INFO - Epoch(val) [3][2840/6282] eta: 0:02:07 time: 0.0370 data_time: 0.0044 memory: 579 2022/08/06 23:23:14 - mmengine - INFO - Epoch(val) [3][2860/6282] eta: 0:02:21 time: 0.0413 data_time: 0.0028 memory: 606 2022/08/06 23:23:15 - mmengine - INFO - Epoch(val) [3][2880/6282] eta: 0:02:18 time: 0.0408 data_time: 0.0039 memory: 606 2022/08/06 23:23:16 - mmengine - INFO - Epoch(val) [3][2900/6282] eta: 0:02:27 time: 0.0436 data_time: 0.0044 memory: 606 2022/08/06 23:23:17 - mmengine - INFO - Epoch(val) [3][2920/6282] eta: 0:02:17 time: 0.0408 data_time: 0.0056 memory: 606 2022/08/06 23:23:18 - mmengine - INFO - Epoch(val) [3][2940/6282] eta: 0:02:17 time: 0.0410 data_time: 0.0058 memory: 591 2022/08/06 23:23:19 - mmengine - INFO - Epoch(val) [3][2960/6282] eta: 0:02:24 time: 0.0436 data_time: 0.0044 memory: 591 2022/08/06 23:23:19 - mmengine - INFO - Epoch(val) [3][2980/6282] eta: 0:02:25 time: 0.0442 data_time: 0.0059 memory: 591 2022/08/06 23:23:20 - mmengine - INFO - Epoch(val) [3][3000/6282] eta: 0:02:13 time: 0.0407 data_time: 0.0050 memory: 591 2022/08/06 23:23:21 - mmengine - INFO - Epoch(val) [3][3020/6282] eta: 0:02:23 time: 0.0441 data_time: 0.0044 memory: 606 2022/08/06 23:23:22 - mmengine - INFO - Epoch(val) [3][3040/6282] eta: 0:02:14 time: 0.0414 data_time: 0.0047 memory: 606 2022/08/06 23:23:23 - mmengine - INFO - Epoch(val) [3][3060/6282] eta: 0:02:19 time: 0.0432 data_time: 0.0044 memory: 606 2022/08/06 23:23:24 - mmengine - INFO - Epoch(val) [3][3080/6282] eta: 0:03:44 time: 0.0701 data_time: 0.0035 memory: 606 2022/08/06 23:23:25 - mmengine - INFO - Epoch(val) [3][3100/6282] eta: 0:02:04 time: 0.0392 data_time: 0.0030 memory: 606 2022/08/06 23:23:26 - mmengine - INFO - Epoch(val) [3][3120/6282] eta: 0:02:08 time: 0.0408 data_time: 0.0050 memory: 579 2022/08/06 23:23:27 - mmengine - INFO - Epoch(val) [3][3140/6282] eta: 0:02:04 time: 0.0395 data_time: 0.0046 memory: 579 2022/08/06 23:23:27 - mmengine - INFO - Epoch(val) [3][3160/6282] eta: 0:01:55 time: 0.0370 data_time: 0.0043 memory: 579 2022/08/06 23:23:28 - mmengine - INFO - Epoch(val) [3][3180/6282] eta: 0:02:02 time: 0.0394 data_time: 0.0039 memory: 579 2022/08/06 23:23:29 - mmengine - INFO - Epoch(val) [3][3200/6282] eta: 0:01:59 time: 0.0389 data_time: 0.0037 memory: 606 2022/08/06 23:23:30 - mmengine - INFO - Epoch(val) [3][3220/6282] eta: 0:02:11 time: 0.0428 data_time: 0.0046 memory: 606 2022/08/06 23:23:31 - mmengine - INFO - Epoch(val) [3][3240/6282] eta: 0:02:09 time: 0.0427 data_time: 0.0045 memory: 606 2022/08/06 23:23:32 - mmengine - INFO - Epoch(val) [3][3260/6282] eta: 0:02:04 time: 0.0413 data_time: 0.0044 memory: 606 2022/08/06 23:23:32 - mmengine - INFO - Epoch(val) [3][3280/6282] eta: 0:02:08 time: 0.0427 data_time: 0.0049 memory: 606 2022/08/06 23:23:33 - mmengine - INFO - Epoch(val) [3][3300/6282] eta: 0:02:01 time: 0.0406 data_time: 0.0044 memory: 606 2022/08/06 23:23:34 - mmengine - INFO - Epoch(val) [3][3320/6282] eta: 0:02:16 time: 0.0462 data_time: 0.0086 memory: 606 2022/08/06 23:23:35 - mmengine - INFO - Epoch(val) [3][3340/6282] eta: 0:02:03 time: 0.0421 data_time: 0.0038 memory: 606 2022/08/06 23:23:36 - mmengine - INFO - Epoch(val) [3][3360/6282] eta: 0:01:55 time: 0.0394 data_time: 0.0050 memory: 606 2022/08/06 23:23:37 - mmengine - INFO - Epoch(val) [3][3380/6282] eta: 0:02:00 time: 0.0415 data_time: 0.0039 memory: 606 2022/08/06 23:23:37 - mmengine - INFO - Epoch(val) [3][3400/6282] eta: 0:01:52 time: 0.0392 data_time: 0.0061 memory: 577 2022/08/06 23:23:38 - mmengine - INFO - Epoch(val) [3][3420/6282] eta: 0:01:57 time: 0.0411 data_time: 0.0048 memory: 577 2022/08/06 23:23:39 - mmengine - INFO - Epoch(val) [3][3440/6282] eta: 0:01:50 time: 0.0388 data_time: 0.0025 memory: 577 2022/08/06 23:23:40 - mmengine - INFO - Epoch(val) [3][3460/6282] eta: 0:01:51 time: 0.0394 data_time: 0.0038 memory: 577 2022/08/06 23:23:41 - mmengine - INFO - Epoch(val) [3][3480/6282] eta: 0:01:58 time: 0.0423 data_time: 0.0047 memory: 577 2022/08/06 23:23:41 - mmengine - INFO - Epoch(val) [3][3500/6282] eta: 0:01:46 time: 0.0382 data_time: 0.0042 memory: 577 2022/08/06 23:23:42 - mmengine - INFO - Epoch(val) [3][3520/6282] eta: 0:01:47 time: 0.0390 data_time: 0.0055 memory: 577 2022/08/06 23:23:43 - mmengine - INFO - Epoch(val) [3][3540/6282] eta: 0:01:49 time: 0.0399 data_time: 0.0038 memory: 577 2022/08/06 23:23:45 - mmengine - INFO - Epoch(val) [3][3560/6282] eta: 0:03:23 time: 0.0747 data_time: 0.0084 memory: 577 2022/08/06 23:23:45 - mmengine - INFO - Epoch(val) [3][3580/6282] eta: 0:01:59 time: 0.0444 data_time: 0.0050 memory: 598 2022/08/06 23:23:46 - mmengine - INFO - Epoch(val) [3][3600/6282] eta: 0:01:47 time: 0.0402 data_time: 0.0039 memory: 598 2022/08/06 23:23:47 - mmengine - INFO - Epoch(val) [3][3620/6282] eta: 0:01:53 time: 0.0428 data_time: 0.0042 memory: 598 2022/08/06 23:23:48 - mmengine - INFO - Epoch(val) [3][3640/6282] eta: 0:01:55 time: 0.0438 data_time: 0.0053 memory: 598 2022/08/06 23:23:49 - mmengine - INFO - Epoch(val) [3][3660/6282] eta: 0:02:01 time: 0.0465 data_time: 0.0040 memory: 598 2022/08/06 23:23:50 - mmengine - INFO - Epoch(val) [3][3680/6282] eta: 0:01:57 time: 0.0452 data_time: 0.0045 memory: 606 2022/08/06 23:23:51 - mmengine - INFO - Epoch(val) [3][3700/6282] eta: 0:01:42 time: 0.0399 data_time: 0.0040 memory: 606 2022/08/06 23:23:52 - mmengine - INFO - Epoch(val) [3][3720/6282] eta: 0:01:55 time: 0.0452 data_time: 0.0049 memory: 606 2022/08/06 23:23:52 - mmengine - INFO - Epoch(val) [3][3740/6282] eta: 0:01:49 time: 0.0432 data_time: 0.0036 memory: 606 2022/08/06 23:23:53 - mmengine - INFO - Epoch(val) [3][3760/6282] eta: 0:01:56 time: 0.0460 data_time: 0.0070 memory: 606 2022/08/06 23:23:54 - mmengine - INFO - Epoch(val) [3][3780/6282] eta: 0:01:46 time: 0.0427 data_time: 0.0030 memory: 606 2022/08/06 23:23:55 - mmengine - INFO - Epoch(val) [3][3800/6282] eta: 0:01:46 time: 0.0431 data_time: 0.0051 memory: 606 2022/08/06 23:23:56 - mmengine - INFO - Epoch(val) [3][3820/6282] eta: 0:01:38 time: 0.0401 data_time: 0.0033 memory: 606 2022/08/06 23:23:57 - mmengine - INFO - Epoch(val) [3][3840/6282] eta: 0:01:47 time: 0.0439 data_time: 0.0044 memory: 606 2022/08/06 23:23:58 - mmengine - INFO - Epoch(val) [3][3860/6282] eta: 0:01:40 time: 0.0413 data_time: 0.0038 memory: 606 2022/08/06 23:23:58 - mmengine - INFO - Epoch(val) [3][3880/6282] eta: 0:01:38 time: 0.0410 data_time: 0.0033 memory: 606 2022/08/06 23:23:59 - mmengine - INFO - Epoch(val) [3][3900/6282] eta: 0:01:28 time: 0.0371 data_time: 0.0031 memory: 606 2022/08/06 23:24:00 - mmengine - INFO - Epoch(val) [3][3920/6282] eta: 0:01:32 time: 0.0392 data_time: 0.0026 memory: 606 2022/08/06 23:24:01 - mmengine - INFO - Epoch(val) [3][3940/6282] eta: 0:01:31 time: 0.0392 data_time: 0.0031 memory: 606 2022/08/06 23:24:01 - mmengine - INFO - Epoch(val) [3][3960/6282] eta: 0:01:29 time: 0.0386 data_time: 0.0039 memory: 606 2022/08/06 23:24:02 - mmengine - INFO - Epoch(val) [3][3980/6282] eta: 0:01:33 time: 0.0405 data_time: 0.0047 memory: 606 2022/08/06 23:24:03 - mmengine - INFO - Epoch(val) [3][4000/6282] eta: 0:01:34 time: 0.0414 data_time: 0.0049 memory: 606 2022/08/06 23:24:05 - mmengine - INFO - Epoch(val) [3][4020/6282] eta: 0:02:45 time: 0.0732 data_time: 0.0062 memory: 606 2022/08/06 23:24:05 - mmengine - INFO - Epoch(val) [3][4040/6282] eta: 0:01:39 time: 0.0444 data_time: 0.0040 memory: 646 2022/08/06 23:24:06 - mmengine - INFO - Epoch(val) [3][4060/6282] eta: 0:01:36 time: 0.0436 data_time: 0.0047 memory: 646 2022/08/06 23:24:07 - mmengine - INFO - Epoch(val) [3][4080/6282] eta: 0:01:38 time: 0.0447 data_time: 0.0049 memory: 646 2022/08/06 23:24:08 - mmengine - INFO - Epoch(val) [3][4100/6282] eta: 0:01:36 time: 0.0444 data_time: 0.0056 memory: 646 2022/08/06 23:24:09 - mmengine - INFO - Epoch(val) [3][4120/6282] eta: 0:01:37 time: 0.0449 data_time: 0.0055 memory: 646 2022/08/06 23:24:10 - mmengine - INFO - Epoch(val) [3][4140/6282] eta: 0:01:34 time: 0.0442 data_time: 0.0059 memory: 646 2022/08/06 23:24:11 - mmengine - INFO - Epoch(val) [3][4160/6282] eta: 0:01:24 time: 0.0396 data_time: 0.0038 memory: 577 2022/08/06 23:24:12 - mmengine - INFO - Epoch(val) [3][4180/6282] eta: 0:01:27 time: 0.0418 data_time: 0.0034 memory: 577 2022/08/06 23:24:12 - mmengine - INFO - Epoch(val) [3][4200/6282] eta: 0:01:17 time: 0.0373 data_time: 0.0035 memory: 577 2022/08/06 23:24:13 - mmengine - INFO - Epoch(val) [3][4220/6282] eta: 0:01:17 time: 0.0378 data_time: 0.0037 memory: 577 2022/08/06 23:24:14 - mmengine - INFO - Epoch(val) [3][4240/6282] eta: 0:01:18 time: 0.0387 data_time: 0.0044 memory: 577 2022/08/06 23:24:15 - mmengine - INFO - Epoch(val) [3][4260/6282] eta: 0:01:17 time: 0.0385 data_time: 0.0040 memory: 576 2022/08/06 23:24:15 - mmengine - INFO - Epoch(val) [3][4280/6282] eta: 0:01:19 time: 0.0398 data_time: 0.0039 memory: 576 2022/08/06 23:24:16 - mmengine - INFO - Epoch(val) [3][4300/6282] eta: 0:01:17 time: 0.0391 data_time: 0.0038 memory: 576 2022/08/06 23:24:17 - mmengine - INFO - Epoch(val) [3][4320/6282] eta: 0:01:22 time: 0.0418 data_time: 0.0049 memory: 576 2022/08/06 23:24:18 - mmengine - INFO - Epoch(val) [3][4340/6282] eta: 0:01:17 time: 0.0399 data_time: 0.0040 memory: 576 2022/08/06 23:24:19 - mmengine - INFO - Epoch(val) [3][4360/6282] eta: 0:01:16 time: 0.0399 data_time: 0.0039 memory: 606 2022/08/06 23:24:20 - mmengine - INFO - Epoch(val) [3][4380/6282] eta: 0:01:21 time: 0.0429 data_time: 0.0068 memory: 606 2022/08/06 23:24:20 - mmengine - INFO - Epoch(val) [3][4400/6282] eta: 0:01:21 time: 0.0431 data_time: 0.0058 memory: 606 2022/08/06 23:24:21 - mmengine - INFO - Epoch(val) [3][4420/6282] eta: 0:01:17 time: 0.0415 data_time: 0.0042 memory: 606 2022/08/06 23:24:22 - mmengine - INFO - Epoch(val) [3][4440/6282] eta: 0:01:19 time: 0.0431 data_time: 0.0079 memory: 610 2022/08/06 23:24:23 - mmengine - INFO - Epoch(val) [3][4460/6282] eta: 0:01:23 time: 0.0456 data_time: 0.0068 memory: 610 2022/08/06 23:24:24 - mmengine - INFO - Epoch(val) [3][4480/6282] eta: 0:02:07 time: 0.0708 data_time: 0.0070 memory: 610 2022/08/06 23:24:25 - mmengine - INFO - Epoch(val) [3][4500/6282] eta: 0:01:17 time: 0.0434 data_time: 0.0058 memory: 610 2022/08/06 23:24:26 - mmengine - INFO - Epoch(val) [3][4520/6282] eta: 0:01:12 time: 0.0413 data_time: 0.0040 memory: 610 2022/08/06 23:24:27 - mmengine - INFO - Epoch(val) [3][4540/6282] eta: 0:01:06 time: 0.0381 data_time: 0.0054 memory: 579 2022/08/06 23:24:28 - mmengine - INFO - Epoch(val) [3][4560/6282] eta: 0:01:07 time: 0.0394 data_time: 0.0042 memory: 579 2022/08/06 23:24:29 - mmengine - INFO - Epoch(val) [3][4580/6282] eta: 0:01:12 time: 0.0427 data_time: 0.0037 memory: 579 2022/08/06 23:24:29 - mmengine - INFO - Epoch(val) [3][4600/6282] eta: 0:01:08 time: 0.0405 data_time: 0.0051 memory: 579 2022/08/06 23:24:30 - mmengine - INFO - Epoch(val) [3][4620/6282] eta: 0:01:08 time: 0.0409 data_time: 0.0039 memory: 579 2022/08/06 23:24:31 - mmengine - INFO - Epoch(val) [3][4640/6282] eta: 0:01:09 time: 0.0426 data_time: 0.0037 memory: 610 2022/08/06 23:24:32 - mmengine - INFO - Epoch(val) [3][4660/6282] eta: 0:01:07 time: 0.0418 data_time: 0.0031 memory: 610 2022/08/06 23:24:33 - mmengine - INFO - Epoch(val) [3][4680/6282] eta: 0:01:06 time: 0.0417 data_time: 0.0056 memory: 610 2022/08/06 23:24:34 - mmengine - INFO - Epoch(val) [3][4700/6282] eta: 0:01:03 time: 0.0403 data_time: 0.0039 memory: 610 2022/08/06 23:24:34 - mmengine - INFO - Epoch(val) [3][4720/6282] eta: 0:01:04 time: 0.0410 data_time: 0.0046 memory: 610 2022/08/06 23:24:35 - mmengine - INFO - Epoch(val) [3][4740/6282] eta: 0:01:06 time: 0.0434 data_time: 0.0043 memory: 590 2022/08/06 23:24:36 - mmengine - INFO - Epoch(val) [3][4760/6282] eta: 0:01:04 time: 0.0426 data_time: 0.0041 memory: 590 2022/08/06 23:24:37 - mmengine - INFO - Epoch(val) [3][4780/6282] eta: 0:01:02 time: 0.0416 data_time: 0.0041 memory: 590 2022/08/06 23:24:38 - mmengine - INFO - Epoch(val) [3][4800/6282] eta: 0:01:00 time: 0.0410 data_time: 0.0035 memory: 590 2022/08/06 23:24:39 - mmengine - INFO - Epoch(val) [3][4820/6282] eta: 0:00:59 time: 0.0410 data_time: 0.0043 memory: 606 2022/08/06 23:24:39 - mmengine - INFO - Epoch(val) [3][4840/6282] eta: 0:01:01 time: 0.0429 data_time: 0.0051 memory: 606 2022/08/06 23:24:40 - mmengine - INFO - Epoch(val) [3][4860/6282] eta: 0:01:02 time: 0.0443 data_time: 0.0055 memory: 606 2022/08/06 23:24:41 - mmengine - INFO - Epoch(val) [3][4880/6282] eta: 0:01:01 time: 0.0437 data_time: 0.0057 memory: 606 2022/08/06 23:24:42 - mmengine - INFO - Epoch(val) [3][4900/6282] eta: 0:01:01 time: 0.0444 data_time: 0.0052 memory: 606 2022/08/06 23:24:43 - mmengine - INFO - Epoch(val) [3][4920/6282] eta: 0:01:00 time: 0.0447 data_time: 0.0031 memory: 608 2022/08/06 23:24:44 - mmengine - INFO - Epoch(val) [3][4940/6282] eta: 0:01:29 time: 0.0663 data_time: 0.0042 memory: 608 2022/08/06 23:24:45 - mmengine - INFO - Epoch(val) [3][4960/6282] eta: 0:00:53 time: 0.0405 data_time: 0.0036 memory: 608 2022/08/06 23:24:46 - mmengine - INFO - Epoch(val) [3][4980/6282] eta: 0:00:57 time: 0.0438 data_time: 0.0056 memory: 608 2022/08/06 23:24:47 - mmengine - INFO - Epoch(val) [3][5000/6282] eta: 0:00:53 time: 0.0420 data_time: 0.0040 memory: 608 2022/08/06 23:24:48 - mmengine - INFO - Epoch(val) [3][5020/6282] eta: 0:00:50 time: 0.0403 data_time: 0.0048 memory: 608 2022/08/06 23:24:49 - mmengine - INFO - Epoch(val) [3][5040/6282] eta: 0:00:54 time: 0.0435 data_time: 0.0057 memory: 579 2022/08/06 23:24:49 - mmengine - INFO - Epoch(val) [3][5060/6282] eta: 0:00:54 time: 0.0448 data_time: 0.0057 memory: 579 2022/08/06 23:24:50 - mmengine - INFO - Epoch(val) [3][5080/6282] eta: 0:00:50 time: 0.0422 data_time: 0.0036 memory: 579 2022/08/06 23:24:51 - mmengine - INFO - Epoch(val) [3][5100/6282] eta: 0:00:48 time: 0.0407 data_time: 0.0042 memory: 579 2022/08/06 23:24:52 - mmengine - INFO - Epoch(val) [3][5120/6282] eta: 0:00:47 time: 0.0410 data_time: 0.0054 memory: 579 2022/08/06 23:24:53 - mmengine - INFO - Epoch(val) [3][5140/6282] eta: 0:00:48 time: 0.0426 data_time: 0.0053 memory: 577 2022/08/06 23:24:54 - mmengine - INFO - Epoch(val) [3][5160/6282] eta: 0:00:46 time: 0.0413 data_time: 0.0038 memory: 577 2022/08/06 23:24:54 - mmengine - INFO - Epoch(val) [3][5180/6282] eta: 0:00:43 time: 0.0391 data_time: 0.0035 memory: 577 2022/08/06 23:24:55 - mmengine - INFO - Epoch(val) [3][5200/6282] eta: 0:00:48 time: 0.0449 data_time: 0.0058 memory: 577 2022/08/06 23:24:56 - mmengine - INFO - Epoch(val) [3][5220/6282] eta: 0:00:43 time: 0.0414 data_time: 0.0056 memory: 577 2022/08/06 23:24:57 - mmengine - INFO - Epoch(val) [3][5240/6282] eta: 0:00:44 time: 0.0424 data_time: 0.0046 memory: 576 2022/08/06 23:24:58 - mmengine - INFO - Epoch(val) [3][5260/6282] eta: 0:00:39 time: 0.0391 data_time: 0.0040 memory: 576 2022/08/06 23:24:59 - mmengine - INFO - Epoch(val) [3][5280/6282] eta: 0:00:41 time: 0.0414 data_time: 0.0058 memory: 576 2022/08/06 23:25:00 - mmengine - INFO - Epoch(val) [3][5300/6282] eta: 0:00:43 time: 0.0441 data_time: 0.0040 memory: 576 2022/08/06 23:25:00 - mmengine - INFO - Epoch(val) [3][5320/6282] eta: 0:00:36 time: 0.0383 data_time: 0.0030 memory: 577 2022/08/06 23:25:01 - mmengine - INFO - Epoch(val) [3][5340/6282] eta: 0:00:39 time: 0.0422 data_time: 0.0052 memory: 577 2022/08/06 23:25:02 - mmengine - INFO - Epoch(val) [3][5360/6282] eta: 0:00:39 time: 0.0428 data_time: 0.0034 memory: 577 2022/08/06 23:25:03 - mmengine - INFO - Epoch(val) [3][5380/6282] eta: 0:00:35 time: 0.0397 data_time: 0.0031 memory: 577 2022/08/06 23:25:04 - mmengine - INFO - Epoch(val) [3][5400/6282] eta: 0:00:37 time: 0.0428 data_time: 0.0041 memory: 577 2022/08/06 23:25:05 - mmengine - INFO - Epoch(val) [3][5420/6282] eta: 0:00:38 time: 0.0442 data_time: 0.0048 memory: 577 2022/08/06 23:25:05 - mmengine - INFO - Epoch(val) [3][5440/6282] eta: 0:00:36 time: 0.0428 data_time: 0.0053 memory: 577 2022/08/06 23:25:06 - mmengine - INFO - Epoch(val) [3][5460/6282] eta: 0:00:33 time: 0.0405 data_time: 0.0039 memory: 577 2022/08/06 23:25:07 - mmengine - INFO - Epoch(val) [3][5480/6282] eta: 0:00:32 time: 0.0408 data_time: 0.0030 memory: 577 2022/08/06 23:25:08 - mmengine - INFO - Epoch(val) [3][5500/6282] eta: 0:00:32 time: 0.0414 data_time: 0.0054 memory: 577 2022/08/06 23:25:09 - mmengine - INFO - Epoch(val) [3][5520/6282] eta: 0:00:32 time: 0.0432 data_time: 0.0036 memory: 588 2022/08/06 23:25:10 - mmengine - INFO - Epoch(val) [3][5540/6282] eta: 0:00:31 time: 0.0423 data_time: 0.0052 memory: 588 2022/08/06 23:25:10 - mmengine - INFO - Epoch(val) [3][5560/6282] eta: 0:00:29 time: 0.0405 data_time: 0.0048 memory: 588 2022/08/06 23:25:11 - mmengine - INFO - Epoch(val) [3][5580/6282] eta: 0:00:27 time: 0.0398 data_time: 0.0037 memory: 588 2022/08/06 23:25:12 - mmengine - INFO - Epoch(val) [3][5600/6282] eta: 0:00:26 time: 0.0393 data_time: 0.0034 memory: 588 2022/08/06 23:25:13 - mmengine - INFO - Epoch(val) [3][5620/6282] eta: 0:00:27 time: 0.0413 data_time: 0.0030 memory: 588 2022/08/06 23:25:14 - mmengine - INFO - Epoch(val) [3][5640/6282] eta: 0:00:25 time: 0.0395 data_time: 0.0032 memory: 577 2022/08/06 23:25:15 - mmengine - INFO - Epoch(val) [3][5660/6282] eta: 0:00:39 time: 0.0642 data_time: 0.0038 memory: 577 2022/08/06 23:25:16 - mmengine - INFO - Epoch(val) [3][5680/6282] eta: 0:00:24 time: 0.0408 data_time: 0.0040 memory: 577 2022/08/06 23:25:17 - mmengine - INFO - Epoch(val) [3][5700/6282] eta: 0:00:24 time: 0.0426 data_time: 0.0054 memory: 577 2022/08/06 23:25:17 - mmengine - INFO - Epoch(val) [3][5720/6282] eta: 0:00:25 time: 0.0445 data_time: 0.0069 memory: 594 2022/08/06 23:25:18 - mmengine - INFO - Epoch(val) [3][5740/6282] eta: 0:00:23 time: 0.0441 data_time: 0.0045 memory: 594 2022/08/06 23:25:19 - mmengine - INFO - Epoch(val) [3][5760/6282] eta: 0:00:21 time: 0.0405 data_time: 0.0041 memory: 594 2022/08/06 23:25:20 - mmengine - INFO - Epoch(val) [3][5780/6282] eta: 0:00:22 time: 0.0453 data_time: 0.0057 memory: 594 2022/08/06 23:25:21 - mmengine - INFO - Epoch(val) [3][5800/6282] eta: 0:00:21 time: 0.0437 data_time: 0.0048 memory: 594 2022/08/06 23:25:22 - mmengine - INFO - Epoch(val) [3][5820/6282] eta: 0:00:17 time: 0.0384 data_time: 0.0044 memory: 594 2022/08/06 23:25:23 - mmengine - INFO - Epoch(val) [3][5840/6282] eta: 0:00:18 time: 0.0409 data_time: 0.0043 memory: 588 2022/08/06 23:25:23 - mmengine - INFO - Epoch(val) [3][5860/6282] eta: 0:00:16 time: 0.0381 data_time: 0.0037 memory: 588 2022/08/06 23:25:24 - mmengine - INFO - Epoch(val) [3][5880/6282] eta: 0:00:18 time: 0.0453 data_time: 0.0049 memory: 588 2022/08/06 23:25:25 - mmengine - INFO - Epoch(val) [3][5900/6282] eta: 0:00:15 time: 0.0398 data_time: 0.0051 memory: 588 2022/08/06 23:25:26 - mmengine - INFO - Epoch(val) [3][5920/6282] eta: 0:00:14 time: 0.0397 data_time: 0.0047 memory: 588 2022/08/06 23:25:27 - mmengine - INFO - Epoch(val) [3][5940/6282] eta: 0:00:14 time: 0.0418 data_time: 0.0043 memory: 577 2022/08/06 23:25:27 - mmengine - INFO - Epoch(val) [3][5960/6282] eta: 0:00:12 time: 0.0394 data_time: 0.0040 memory: 577 2022/08/06 23:25:28 - mmengine - INFO - Epoch(val) [3][5980/6282] eta: 0:00:12 time: 0.0429 data_time: 0.0051 memory: 577 2022/08/06 23:25:29 - mmengine - INFO - Epoch(val) [3][6000/6282] eta: 0:00:12 time: 0.0434 data_time: 0.0049 memory: 606 2022/08/06 23:25:30 - mmengine - INFO - Epoch(val) [3][6020/6282] eta: 0:00:10 time: 0.0419 data_time: 0.0056 memory: 606 2022/08/06 23:25:31 - mmengine - INFO - Epoch(val) [3][6040/6282] eta: 0:00:10 time: 0.0444 data_time: 0.0054 memory: 606 2022/08/06 23:25:32 - mmengine - INFO - Epoch(val) [3][6060/6282] eta: 0:00:09 time: 0.0412 data_time: 0.0038 memory: 606 2022/08/06 23:25:33 - mmengine - INFO - Epoch(val) [3][6080/6282] eta: 0:00:07 time: 0.0391 data_time: 0.0033 memory: 606 2022/08/06 23:25:33 - mmengine - INFO - Epoch(val) [3][6100/6282] eta: 0:00:06 time: 0.0361 data_time: 0.0032 memory: 606 2022/08/06 23:25:34 - mmengine - INFO - Epoch(val) [3][6120/6282] eta: 0:00:08 time: 0.0513 data_time: 0.0017 memory: 606 2022/08/06 23:25:35 - mmengine - INFO - Epoch(val) [3][6140/6282] eta: 0:00:03 time: 0.0219 data_time: 0.0014 memory: 606 2022/08/06 23:25:35 - mmengine - INFO - Epoch(val) [3][6160/6282] eta: 0:00:02 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/06 23:25:36 - mmengine - INFO - Epoch(val) [3][6180/6282] eta: 0:00:02 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/06 23:25:36 - mmengine - INFO - Epoch(val) [3][6200/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0011 memory: 606 2022/08/06 23:25:36 - mmengine - INFO - Epoch(val) [3][6220/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0011 memory: 606 2022/08/06 23:25:37 - mmengine - INFO - Epoch(val) [3][6240/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/06 23:25:37 - mmengine - INFO - Epoch(val) [3][6260/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0013 memory: 606 2022/08/06 23:25:37 - mmengine - INFO - Epoch(val) [3][6280/6282] eta: 0:00:00 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/06 23:30:43 - mmengine - INFO - Epoch(val) [3][6282/6282] mAP/mAP@0.5IOU: 0.1904 2022/08/06 23:30:43 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/ava_slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_3.pth is removed 2022/08/06 23:30:46 - mmengine - INFO - The best checkpoint with 0.1904 mAP/mAP@0.5IOU at 4 epoch is saved to best_mAP/mAP@0.5IOU_epoch_4.pth. 2022/08/06 23:30:54 - mmengine - INFO - Epoch(train) [4][20/1441] lr: 1.5500e-01 eta: 2:45:49 time: 0.3959 data_time: 0.0454 memory: 8503 grad_norm: 0.1210 recall@thr=0.5: 0.4152 prec@thr=0.5: 0.4602 recall@top3: 0.5994 prec@top3: 0.4795 recall@top5: 0.7895 prec@top5: 0.3860 loss_action_cls: 0.0653 loss: 0.0653 2022/08/06 23:31:02 - mmengine - INFO - Epoch(train) [4][40/1441] lr: 1.5500e-01 eta: 2:45:41 time: 0.4090 data_time: 0.0238 memory: 8503 grad_norm: 0.1226 recall@thr=0.5: 0.5727 prec@thr=0.5: 0.6525 recall@top3: 0.7890 prec@top3: 0.6312 recall@top5: 0.8901 prec@top5: 0.4383 loss_action_cls: 0.0680 loss: 0.0680 2022/08/06 23:31:10 - mmengine - INFO - Epoch(train) [4][60/1441] lr: 1.5500e-01 eta: 2:45:30 time: 0.3745 data_time: 0.0204 memory: 8503 grad_norm: 0.1243 recall@thr=0.5: 0.5394 prec@thr=0.5: 0.6220 recall@top3: 0.6878 prec@top3: 0.6260 recall@top5: 0.8581 prec@top5: 0.4829 loss_action_cls: 0.0684 loss: 0.0684 2022/08/06 23:31:18 - mmengine - INFO - Epoch(train) [4][80/1441] lr: 1.5500e-01 eta: 2:45:21 time: 0.4024 data_time: 0.0230 memory: 8503 grad_norm: 0.1282 recall@thr=0.5: 0.5657 prec@thr=0.5: 0.7172 recall@top3: 0.7323 prec@top3: 0.5051 recall@top5: 0.8939 prec@top5: 0.3818 loss_action_cls: 0.0641 loss: 0.0641 2022/08/06 23:31:26 - mmengine - INFO - Epoch(train) [4][100/1441] lr: 1.5500e-01 eta: 2:45:11 time: 0.3862 data_time: 0.0196 memory: 8503 grad_norm: 0.1170 recall@thr=0.5: 0.5863 prec@thr=0.5: 0.7308 recall@top3: 0.7103 prec@top3: 0.5641 recall@top5: 0.8829 prec@top5: 0.4256 loss_action_cls: 0.0664 loss: 0.0664 2022/08/06 23:31:33 - mmengine - INFO - Epoch(train) [4][120/1441] lr: 1.5500e-01 eta: 2:44:59 time: 0.3762 data_time: 0.0210 memory: 8503 grad_norm: 0.1129 recall@thr=0.5: 0.4808 prec@thr=0.5: 0.6902 recall@top3: 0.6275 prec@top3: 0.6232 recall@top5: 0.8554 prec@top5: 0.5304 loss_action_cls: 0.0708 loss: 0.0708 2022/08/06 23:31:41 - mmengine - INFO - Epoch(train) [4][140/1441] lr: 1.5500e-01 eta: 2:44:52 time: 0.4168 data_time: 0.0199 memory: 8503 grad_norm: 0.1224 recall@thr=0.5: 0.5950 prec@thr=0.5: 0.7150 recall@top3: 0.7687 prec@top3: 0.6467 recall@top5: 0.9053 prec@top5: 0.4720 loss_action_cls: 0.0627 loss: 0.0627 2022/08/06 23:31:49 - mmengine - INFO - Epoch(train) [4][160/1441] lr: 1.5500e-01 eta: 2:44:43 time: 0.3932 data_time: 0.0236 memory: 8503 grad_norm: 0.1150 recall@thr=0.5: 0.6346 prec@thr=0.5: 0.7094 recall@top3: 0.7179 prec@top3: 0.6581 recall@top5: 0.8632 prec@top5: 0.4769 loss_action_cls: 0.0675 loss: 0.0675 2022/08/06 23:31:58 - mmengine - INFO - Epoch(train) [4][180/1441] lr: 1.5500e-01 eta: 2:44:36 time: 0.4180 data_time: 0.0272 memory: 8503 grad_norm: 0.1080 recall@thr=0.5: 0.5039 prec@thr=0.5: 0.6357 recall@top3: 0.5806 prec@top3: 0.4806 recall@top5: 0.7698 prec@top5: 0.4047 loss_action_cls: 0.0691 loss: 0.0691 2022/08/06 23:32:05 - mmengine - INFO - Epoch(train) [4][200/1441] lr: 1.5500e-01 eta: 2:44:25 time: 0.3781 data_time: 0.0237 memory: 8503 grad_norm: 0.1222 recall@thr=0.5: 0.5866 prec@thr=0.5: 0.7824 recall@top3: 0.8412 prec@top3: 0.6759 recall@top5: 0.9093 prec@top5: 0.4444 loss_action_cls: 0.0681 loss: 0.0681 2022/08/06 23:32:13 - mmengine - INFO - Epoch(train) [4][220/1441] lr: 1.5500e-01 eta: 2:44:14 time: 0.3786 data_time: 0.0219 memory: 8503 grad_norm: 0.1137 recall@thr=0.5: 0.6103 prec@thr=0.5: 0.7184 recall@top3: 0.7727 prec@top3: 0.7126 recall@top5: 0.9276 prec@top5: 0.5241 loss_action_cls: 0.0681 loss: 0.0681 2022/08/06 23:32:21 - mmengine - INFO - Epoch(train) [4][240/1441] lr: 1.5500e-01 eta: 2:44:04 time: 0.3902 data_time: 0.0239 memory: 8503 grad_norm: 0.1128 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.8125 recall@top3: 0.8562 prec@top3: 0.6833 recall@top5: 0.9271 prec@top5: 0.4450 loss_action_cls: 0.0608 loss: 0.0608 2022/08/06 23:32:28 - mmengine - INFO - Epoch(train) [4][260/1441] lr: 1.5500e-01 eta: 2:43:52 time: 0.3731 data_time: 0.0280 memory: 8503 grad_norm: 0.1118 recall@thr=0.5: 0.5602 prec@thr=0.5: 0.7199 recall@top3: 0.7546 prec@top3: 0.6019 recall@top5: 0.9352 prec@top5: 0.4611 loss_action_cls: 0.0642 loss: 0.0642 2022/08/06 23:32:36 - mmengine - INFO - Epoch(train) [4][280/1441] lr: 1.5500e-01 eta: 2:43:43 time: 0.3944 data_time: 0.0236 memory: 8503 grad_norm: 0.1089 recall@thr=0.5: 0.7253 prec@thr=0.5: 0.8457 recall@top3: 0.8117 prec@top3: 0.7037 recall@top5: 0.9012 prec@top5: 0.4852 loss_action_cls: 0.0682 loss: 0.0682 2022/08/06 23:32:43 - mmengine - INFO - Epoch(train) [4][300/1441] lr: 1.5500e-01 eta: 2:43:32 time: 0.3783 data_time: 0.0236 memory: 8503 grad_norm: 0.1130 recall@thr=0.5: 0.5537 prec@thr=0.5: 0.7345 recall@top3: 0.7110 prec@top3: 0.6723 recall@top5: 0.8624 prec@top5: 0.4983 loss_action_cls: 0.0601 loss: 0.0601 2022/08/06 23:32:51 - mmengine - INFO - Epoch(train) [4][320/1441] lr: 1.5500e-01 eta: 2:43:20 time: 0.3668 data_time: 0.0235 memory: 8503 grad_norm: 0.1186 recall@thr=0.5: 0.6395 prec@thr=0.5: 0.7287 recall@top3: 0.7109 prec@top3: 0.6357 recall@top5: 0.8558 prec@top5: 0.4465 loss_action_cls: 0.0709 loss: 0.0709 2022/08/06 23:32:59 - mmengine - INFO - Epoch(train) [4][340/1441] lr: 1.5500e-01 eta: 2:43:15 time: 0.4315 data_time: 0.0213 memory: 8503 grad_norm: 0.1163 recall@thr=0.5: 0.4280 prec@thr=0.5: 0.5909 recall@top3: 0.6477 prec@top3: 0.6061 recall@top5: 0.8144 prec@top5: 0.4636 loss_action_cls: 0.0649 loss: 0.0649 2022/08/06 23:33:07 - mmengine - INFO - Epoch(train) [4][360/1441] lr: 1.5500e-01 eta: 2:43:03 time: 0.3700 data_time: 0.0233 memory: 8503 grad_norm: 0.1148 recall@thr=0.5: 0.5202 prec@thr=0.5: 0.5873 recall@top3: 0.6921 prec@top3: 0.6032 recall@top5: 0.8393 prec@top5: 0.4571 loss_action_cls: 0.0684 loss: 0.0684 2022/08/06 23:33:14 - mmengine - INFO - Epoch(train) [4][380/1441] lr: 1.5500e-01 eta: 2:42:52 time: 0.3764 data_time: 0.0227 memory: 8503 grad_norm: 0.1119 recall@thr=0.5: 0.7042 prec@thr=0.5: 0.8850 recall@top3: 0.8873 prec@top3: 0.7974 recall@top5: 0.9869 prec@top5: 0.5412 loss_action_cls: 0.0598 loss: 0.0598 2022/08/06 23:33:22 - mmengine - INFO - Epoch(train) [4][400/1441] lr: 1.5500e-01 eta: 2:42:44 time: 0.4058 data_time: 0.0213 memory: 8503 grad_norm: 0.1196 recall@thr=0.5: 0.5593 prec@thr=0.5: 0.5778 recall@top3: 0.6852 prec@top3: 0.4296 recall@top5: 0.7481 prec@top5: 0.2844 loss_action_cls: 0.0621 loss: 0.0621 2022/08/06 23:33:30 - mmengine - INFO - Epoch(train) [4][420/1441] lr: 1.5500e-01 eta: 2:42:32 time: 0.3715 data_time: 0.0205 memory: 8503 grad_norm: 0.1174 recall@thr=0.5: 0.4967 prec@thr=0.5: 0.5815 recall@top3: 0.7207 prec@top3: 0.5778 recall@top5: 0.9296 prec@top5: 0.4444 loss_action_cls: 0.0594 loss: 0.0594 2022/08/06 23:33:38 - mmengine - INFO - Epoch(train) [4][440/1441] lr: 1.5500e-01 eta: 2:42:23 time: 0.3923 data_time: 0.0227 memory: 8503 grad_norm: 0.1155 recall@thr=0.5: 0.6627 prec@thr=0.5: 0.6806 recall@top3: 0.8095 prec@top3: 0.6032 recall@top5: 0.8810 prec@top5: 0.4095 loss_action_cls: 0.0622 loss: 0.0622 2022/08/06 23:33:45 - mmengine - INFO - Epoch(train) [4][460/1441] lr: 1.5500e-01 eta: 2:42:12 time: 0.3766 data_time: 0.0253 memory: 8503 grad_norm: 0.1081 recall@thr=0.5: 0.5676 prec@thr=0.5: 0.6415 recall@top3: 0.7657 prec@top3: 0.6415 recall@top5: 0.9214 prec@top5: 0.4717 loss_action_cls: 0.0635 loss: 0.0635 2022/08/06 23:33:53 - mmengine - INFO - Epoch(train) [4][480/1441] lr: 1.5500e-01 eta: 2:42:02 time: 0.3851 data_time: 0.0189 memory: 8503 grad_norm: 0.1148 recall@thr=0.5: 0.5991 prec@thr=0.5: 0.7280 recall@top3: 0.7594 prec@top3: 0.6918 recall@top5: 0.8915 prec@top5: 0.5019 loss_action_cls: 0.0605 loss: 0.0605 2022/08/06 23:34:01 - mmengine - INFO - Epoch(train) [4][500/1441] lr: 1.5500e-01 eta: 2:41:54 time: 0.4040 data_time: 0.0250 memory: 8503 grad_norm: 0.1163 recall@thr=0.5: 0.6267 prec@thr=0.5: 0.8217 recall@top3: 0.7605 prec@top3: 0.7054 recall@top5: 0.9205 prec@top5: 0.5349 loss_action_cls: 0.0620 loss: 0.0620 2022/08/06 23:34:09 - mmengine - INFO - Epoch(train) [4][520/1441] lr: 1.5500e-01 eta: 2:41:42 time: 0.3738 data_time: 0.0176 memory: 8503 grad_norm: 0.1150 recall@thr=0.5: 0.6850 prec@thr=0.5: 0.6417 recall@top3: 0.7533 prec@top3: 0.6250 recall@top5: 0.8900 prec@top5: 0.4600 loss_action_cls: 0.0623 loss: 0.0623 2022/08/06 23:34:17 - mmengine - INFO - Epoch(train) [4][540/1441] lr: 1.5500e-01 eta: 2:41:34 time: 0.4016 data_time: 0.0232 memory: 8503 grad_norm: 0.1037 recall@thr=0.5: 0.6480 prec@thr=0.5: 0.7816 recall@top3: 0.7198 prec@top3: 0.6149 recall@top5: 0.9009 prec@top5: 0.4655 loss_action_cls: 0.0605 loss: 0.0605 2022/08/06 23:34:24 - mmengine - INFO - Epoch(train) [4][560/1441] lr: 1.5500e-01 eta: 2:41:23 time: 0.3702 data_time: 0.0177 memory: 8503 grad_norm: 0.1058 recall@thr=0.5: 0.6293 prec@thr=0.5: 0.8095 recall@top3: 0.7857 prec@top3: 0.6463 recall@top5: 0.9320 prec@top5: 0.4735 loss_action_cls: 0.0578 loss: 0.0578 2022/08/06 23:34:32 - mmengine - INFO - Epoch(train) [4][580/1441] lr: 1.5500e-01 eta: 2:41:12 time: 0.3837 data_time: 0.0231 memory: 8503 grad_norm: 0.1057 recall@thr=0.5: 0.5089 prec@thr=0.5: 0.6879 recall@top3: 0.6844 prec@top3: 0.5319 recall@top5: 0.8493 prec@top5: 0.3915 loss_action_cls: 0.0647 loss: 0.0647 2022/08/06 23:34:40 - mmengine - INFO - Epoch(train) [4][600/1441] lr: 1.5500e-01 eta: 2:41:04 time: 0.3987 data_time: 0.0181 memory: 8503 grad_norm: 0.1138 recall@thr=0.5: 0.4542 prec@thr=0.5: 0.6167 recall@top3: 0.6458 prec@top3: 0.5667 recall@top5: 0.8229 prec@top5: 0.4350 loss_action_cls: 0.0608 loss: 0.0608 2022/08/06 23:34:47 - mmengine - INFO - Epoch(train) [4][620/1441] lr: 1.5500e-01 eta: 2:40:53 time: 0.3806 data_time: 0.0238 memory: 8503 grad_norm: 0.0991 recall@thr=0.5: 0.5852 prec@thr=0.5: 0.6333 recall@top3: 0.7185 prec@top3: 0.5630 recall@top5: 0.9241 prec@top5: 0.4489 loss_action_cls: 0.0587 loss: 0.0587 2022/08/06 23:34:55 - mmengine - INFO - Epoch(train) [4][640/1441] lr: 1.5500e-01 eta: 2:40:42 time: 0.3699 data_time: 0.0189 memory: 8503 grad_norm: 0.1116 recall@thr=0.5: 0.6369 prec@thr=0.5: 0.6897 recall@top3: 0.7053 prec@top3: 0.5887 recall@top5: 0.9071 prec@top5: 0.4638 loss_action_cls: 0.0604 loss: 0.0604 2022/08/06 23:35:03 - mmengine - INFO - Epoch(train) [4][660/1441] lr: 1.5500e-01 eta: 2:40:34 time: 0.4071 data_time: 0.0275 memory: 8503 grad_norm: 0.1116 recall@thr=0.5: 0.7572 prec@thr=0.5: 0.7971 recall@top3: 0.8442 prec@top3: 0.6884 recall@top5: 0.9565 prec@top5: 0.4739 loss_action_cls: 0.0623 loss: 0.0623 2022/08/06 23:35:09 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 23:35:10 - mmengine - INFO - Epoch(train) [4][680/1441] lr: 1.5500e-01 eta: 2:40:24 time: 0.3770 data_time: 0.0193 memory: 8503 grad_norm: 0.1020 recall@thr=0.5: 0.6357 prec@thr=0.5: 0.7659 recall@top3: 0.7159 prec@top3: 0.5714 recall@top5: 0.8655 prec@top5: 0.4333 loss_action_cls: 0.0627 loss: 0.0627 2022/08/06 23:35:18 - mmengine - INFO - Epoch(train) [4][700/1441] lr: 1.5500e-01 eta: 2:40:15 time: 0.4001 data_time: 0.0302 memory: 8503 grad_norm: 0.1110 recall@thr=0.5: 0.7270 prec@thr=0.5: 0.7269 recall@top3: 0.8688 prec@top3: 0.6667 recall@top5: 0.9255 prec@top5: 0.4298 loss_action_cls: 0.0598 loss: 0.0598 2022/08/06 23:35:26 - mmengine - INFO - Epoch(train) [4][720/1441] lr: 1.5500e-01 eta: 2:40:05 time: 0.3816 data_time: 0.0171 memory: 8503 grad_norm: 0.1034 recall@thr=0.5: 0.5312 prec@thr=0.5: 0.6441 recall@top3: 0.6962 prec@top3: 0.5764 recall@top5: 0.9410 prec@top5: 0.4625 loss_action_cls: 0.0627 loss: 0.0627 2022/08/06 23:35:34 - mmengine - INFO - Epoch(train) [4][740/1441] lr: 1.5500e-01 eta: 2:39:55 time: 0.3848 data_time: 0.0236 memory: 8503 grad_norm: 0.1000 recall@thr=0.5: 0.6041 prec@thr=0.5: 0.7126 recall@top3: 0.8122 prec@top3: 0.7007 recall@top5: 0.9221 prec@top5: 0.4980 loss_action_cls: 0.0635 loss: 0.0635 2022/08/06 23:35:42 - mmengine - INFO - Epoch(train) [4][760/1441] lr: 1.5500e-01 eta: 2:39:46 time: 0.3946 data_time: 0.0164 memory: 8503 grad_norm: 0.1079 recall@thr=0.5: 0.7320 prec@thr=0.5: 0.8063 recall@top3: 0.8198 prec@top3: 0.7207 recall@top5: 0.9032 prec@top5: 0.4865 loss_action_cls: 0.0584 loss: 0.0584 2022/08/06 23:35:49 - mmengine - INFO - Epoch(train) [4][780/1441] lr: 1.5500e-01 eta: 2:39:37 time: 0.3892 data_time: 0.0214 memory: 8503 grad_norm: 0.1056 recall@thr=0.5: 0.6593 prec@thr=0.5: 0.7500 recall@top3: 0.7704 prec@top3: 0.6074 recall@top5: 0.9333 prec@top5: 0.4622 loss_action_cls: 0.0570 loss: 0.0570 2022/08/06 23:35:57 - mmengine - INFO - Epoch(train) [4][800/1441] lr: 1.5500e-01 eta: 2:39:28 time: 0.3951 data_time: 0.0187 memory: 8503 grad_norm: 0.1071 recall@thr=0.5: 0.5519 prec@thr=0.5: 0.6831 recall@top3: 0.7705 prec@top3: 0.5847 recall@top5: 0.8784 prec@top5: 0.4164 loss_action_cls: 0.0608 loss: 0.0608 2022/08/06 23:36:05 - mmengine - INFO - Epoch(train) [4][820/1441] lr: 1.5500e-01 eta: 2:39:17 time: 0.3739 data_time: 0.0209 memory: 8503 grad_norm: 0.1011 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.7484 recall@top3: 0.7745 prec@top3: 0.6209 recall@top5: 0.8987 prec@top5: 0.4549 loss_action_cls: 0.0557 loss: 0.0557 2022/08/06 23:36:12 - mmengine - INFO - Epoch(train) [4][840/1441] lr: 1.5500e-01 eta: 2:39:06 time: 0.3769 data_time: 0.0171 memory: 8503 grad_norm: 0.1039 recall@thr=0.5: 0.6318 prec@thr=0.5: 0.6647 recall@top3: 0.7965 prec@top3: 0.6667 recall@top5: 0.8973 prec@top5: 0.4512 loss_action_cls: 0.0573 loss: 0.0573 2022/08/06 23:36:20 - mmengine - INFO - Epoch(train) [4][860/1441] lr: 1.5500e-01 eta: 2:38:58 time: 0.4023 data_time: 0.0229 memory: 8503 grad_norm: 0.1056 recall@thr=0.5: 0.5170 prec@thr=0.5: 0.5800 recall@top3: 0.7337 prec@top3: 0.5733 recall@top5: 0.9400 prec@top5: 0.4440 loss_action_cls: 0.0577 loss: 0.0577 2022/08/06 23:36:28 - mmengine - INFO - Epoch(train) [4][880/1441] lr: 1.5500e-01 eta: 2:38:47 time: 0.3748 data_time: 0.0178 memory: 8503 grad_norm: 0.1172 recall@thr=0.5: 0.5209 prec@thr=0.5: 0.7269 recall@top3: 0.7699 prec@top3: 0.6170 recall@top5: 0.9461 prec@top5: 0.4723 loss_action_cls: 0.0599 loss: 0.0599 2022/08/06 23:36:36 - mmengine - INFO - Epoch(train) [4][900/1441] lr: 1.5500e-01 eta: 2:38:39 time: 0.4013 data_time: 0.0226 memory: 8503 grad_norm: 0.1074 recall@thr=0.5: 0.6587 prec@thr=0.5: 0.7311 recall@top3: 0.7288 prec@top3: 0.5455 recall@top5: 0.8894 prec@top5: 0.4227 loss_action_cls: 0.0587 loss: 0.0587 2022/08/06 23:36:43 - mmengine - INFO - Epoch(train) [4][920/1441] lr: 1.5500e-01 eta: 2:38:29 time: 0.3793 data_time: 0.0171 memory: 8503 grad_norm: 0.1062 recall@thr=0.5: 0.5271 prec@thr=0.5: 0.7375 recall@top3: 0.7071 prec@top3: 0.6833 recall@top5: 0.8625 prec@top5: 0.5100 loss_action_cls: 0.0604 loss: 0.0604 2022/08/06 23:36:52 - mmengine - INFO - Epoch(train) [4][940/1441] lr: 1.5500e-01 eta: 2:38:21 time: 0.4090 data_time: 0.0210 memory: 8503 grad_norm: 0.1036 recall@thr=0.5: 0.6858 prec@thr=0.5: 0.7101 recall@top3: 0.7378 prec@top3: 0.5903 recall@top5: 0.9288 prec@top5: 0.4458 loss_action_cls: 0.0615 loss: 0.0615 2022/08/06 23:37:00 - mmengine - INFO - Epoch(train) [4][960/1441] lr: 1.5500e-01 eta: 2:38:13 time: 0.4008 data_time: 0.0172 memory: 8503 grad_norm: 0.1061 recall@thr=0.5: 0.5627 prec@thr=0.5: 0.6250 recall@top3: 0.6984 prec@top3: 0.5476 recall@top5: 0.8242 prec@top5: 0.4000 loss_action_cls: 0.0658 loss: 0.0658 2022/08/06 23:37:07 - mmengine - INFO - Epoch(train) [4][980/1441] lr: 1.5500e-01 eta: 2:38:03 time: 0.3775 data_time: 0.0217 memory: 8503 grad_norm: 0.1085 recall@thr=0.5: 0.6818 prec@thr=0.5: 0.7773 recall@top3: 0.7909 prec@top3: 0.6606 recall@top5: 0.9273 prec@top5: 0.4800 loss_action_cls: 0.0640 loss: 0.0640 2022/08/06 23:37:15 - mmengine - INFO - Epoch(train) [4][1000/1441] lr: 1.5500e-01 eta: 2:37:55 time: 0.4086 data_time: 0.0168 memory: 8503 grad_norm: 0.1102 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7593 recall@top3: 0.7778 prec@top3: 0.6574 recall@top5: 0.9282 prec@top5: 0.4667 loss_action_cls: 0.0544 loss: 0.0544 2022/08/06 23:37:23 - mmengine - INFO - Epoch(train) [4][1020/1441] lr: 1.5500e-01 eta: 2:37:45 time: 0.3757 data_time: 0.0241 memory: 8503 grad_norm: 0.1108 recall@thr=0.5: 0.7123 prec@thr=0.5: 0.7619 recall@top3: 0.7746 prec@top3: 0.6270 recall@top5: 0.8718 prec@top5: 0.4476 loss_action_cls: 0.0595 loss: 0.0595 2022/08/06 23:37:31 - mmengine - INFO - Epoch(train) [4][1040/1441] lr: 1.5500e-01 eta: 2:37:37 time: 0.4042 data_time: 0.0242 memory: 8503 grad_norm: 0.1053 recall@thr=0.5: 0.5205 prec@thr=0.5: 0.5468 recall@top3: 0.6404 prec@top3: 0.4386 recall@top5: 0.7602 prec@top5: 0.3263 loss_action_cls: 0.0629 loss: 0.0629 2022/08/06 23:37:39 - mmengine - INFO - Epoch(train) [4][1060/1441] lr: 1.5500e-01 eta: 2:37:27 time: 0.3883 data_time: 0.0217 memory: 8503 grad_norm: 0.1099 recall@thr=0.5: 0.5883 prec@thr=0.5: 0.7033 recall@top3: 0.7467 prec@top3: 0.6200 recall@top5: 0.9500 prec@top5: 0.4840 loss_action_cls: 0.0579 loss: 0.0579 2022/08/06 23:37:47 - mmengine - INFO - Epoch(train) [4][1080/1441] lr: 1.5500e-01 eta: 2:37:19 time: 0.4006 data_time: 0.0189 memory: 8503 grad_norm: 0.0990 recall@thr=0.5: 0.5708 prec@thr=0.5: 0.6875 recall@top3: 0.6333 prec@top3: 0.5833 recall@top5: 0.8208 prec@top5: 0.4500 loss_action_cls: 0.0580 loss: 0.0580 2022/08/06 23:37:54 - mmengine - INFO - Epoch(train) [4][1100/1441] lr: 1.5500e-01 eta: 2:37:09 time: 0.3763 data_time: 0.0225 memory: 8503 grad_norm: 0.1056 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.7310 recall@top3: 0.8476 prec@top3: 0.6667 recall@top5: 0.9381 prec@top5: 0.4571 loss_action_cls: 0.0609 loss: 0.0609 2022/08/06 23:38:02 - mmengine - INFO - Epoch(train) [4][1120/1441] lr: 1.5500e-01 eta: 2:37:00 time: 0.3959 data_time: 0.0184 memory: 8503 grad_norm: 0.1033 recall@thr=0.5: 0.4188 prec@thr=0.5: 0.5540 recall@top3: 0.5901 prec@top3: 0.5185 recall@top5: 0.7735 prec@top5: 0.3963 loss_action_cls: 0.0668 loss: 0.0668 2022/08/06 23:38:10 - mmengine - INFO - Epoch(train) [4][1140/1441] lr: 1.5500e-01 eta: 2:36:50 time: 0.3811 data_time: 0.0232 memory: 8503 grad_norm: 0.1029 recall@thr=0.5: 0.5856 prec@thr=0.5: 0.7027 recall@top3: 0.7342 prec@top3: 0.5405 recall@top5: 0.8649 prec@top5: 0.3946 loss_action_cls: 0.0612 loss: 0.0612 2022/08/06 23:38:18 - mmengine - INFO - Epoch(train) [4][1160/1441] lr: 1.5500e-01 eta: 2:36:41 time: 0.3948 data_time: 0.0195 memory: 8503 grad_norm: 0.1083 recall@thr=0.5: 0.6390 prec@thr=0.5: 0.8633 recall@top3: 0.8187 prec@top3: 0.7467 recall@top5: 0.9143 prec@top5: 0.5040 loss_action_cls: 0.0592 loss: 0.0592 2022/08/06 23:38:26 - mmengine - INFO - Epoch(train) [4][1180/1441] lr: 1.5500e-01 eta: 2:36:36 time: 0.4334 data_time: 0.0227 memory: 8503 grad_norm: 0.1047 recall@thr=0.5: 0.5874 prec@thr=0.5: 0.6973 recall@top3: 0.7167 prec@top3: 0.6463 recall@top5: 0.8861 prec@top5: 0.4735 loss_action_cls: 0.0572 loss: 0.0572 2022/08/06 23:38:34 - mmengine - INFO - Epoch(train) [4][1200/1441] lr: 1.5500e-01 eta: 2:36:26 time: 0.3797 data_time: 0.0197 memory: 8503 grad_norm: 0.0985 recall@thr=0.5: 0.5938 prec@thr=0.5: 0.7750 recall@top3: 0.8208 prec@top3: 0.7000 recall@top5: 0.9458 prec@top5: 0.4900 loss_action_cls: 0.0579 loss: 0.0579 2022/08/06 23:38:41 - mmengine - INFO - Epoch(train) [4][1220/1441] lr: 1.5500e-01 eta: 2:36:16 time: 0.3774 data_time: 0.0202 memory: 8503 grad_norm: 0.1036 recall@thr=0.5: 0.6895 prec@thr=0.5: 0.8529 recall@top3: 0.8611 prec@top3: 0.7712 recall@top5: 0.9542 prec@top5: 0.5255 loss_action_cls: 0.0603 loss: 0.0603 2022/08/06 23:38:50 - mmengine - INFO - Epoch(train) [4][1240/1441] lr: 1.5500e-01 eta: 2:36:08 time: 0.4082 data_time: 0.0174 memory: 8503 grad_norm: 0.1090 recall@thr=0.5: 0.6044 prec@thr=0.5: 0.7259 recall@top3: 0.7385 prec@top3: 0.5704 recall@top5: 0.8993 prec@top5: 0.4311 loss_action_cls: 0.0567 loss: 0.0567 2022/08/06 23:38:58 - mmengine - INFO - Epoch(train) [4][1260/1441] lr: 1.5500e-01 eta: 2:35:59 time: 0.3956 data_time: 0.0211 memory: 8503 grad_norm: 0.0958 recall@thr=0.5: 0.7065 prec@thr=0.5: 0.7862 recall@top3: 0.8333 prec@top3: 0.5942 recall@top5: 0.9094 prec@top5: 0.3957 loss_action_cls: 0.0591 loss: 0.0591 2022/08/06 23:39:05 - mmengine - INFO - Epoch(train) [4][1280/1441] lr: 1.5500e-01 eta: 2:35:49 time: 0.3737 data_time: 0.0177 memory: 8503 grad_norm: 0.1053 recall@thr=0.5: 0.4429 prec@thr=0.5: 0.5524 recall@top3: 0.5429 prec@top3: 0.4286 recall@top5: 0.7476 prec@top5: 0.3600 loss_action_cls: 0.0592 loss: 0.0592 2022/08/06 23:39:13 - mmengine - INFO - Epoch(train) [4][1300/1441] lr: 1.5500e-01 eta: 2:35:41 time: 0.3999 data_time: 0.0232 memory: 8503 grad_norm: 0.1049 recall@thr=0.5: 0.6348 prec@thr=0.5: 0.7234 recall@top3: 0.7801 prec@top3: 0.7163 recall@top5: 0.9007 prec@top5: 0.5106 loss_action_cls: 0.0575 loss: 0.0575 2022/08/06 23:39:21 - mmengine - INFO - Epoch(train) [4][1320/1441] lr: 1.5500e-01 eta: 2:35:31 time: 0.3886 data_time: 0.0197 memory: 8503 grad_norm: 0.1088 recall@thr=0.5: 0.4643 prec@thr=0.5: 0.6190 recall@top3: 0.6071 prec@top3: 0.4603 recall@top5: 0.7421 prec@top5: 0.3476 loss_action_cls: 0.0616 loss: 0.0616 2022/08/06 23:39:29 - mmengine - INFO - Epoch(train) [4][1340/1441] lr: 1.5500e-01 eta: 2:35:24 time: 0.4047 data_time: 0.0248 memory: 8503 grad_norm: 0.1047 recall@thr=0.5: 0.5773 prec@thr=0.5: 0.7163 recall@top3: 0.7099 prec@top3: 0.6879 recall@top5: 0.9294 prec@top5: 0.5234 loss_action_cls: 0.0590 loss: 0.0590 2022/08/06 23:39:37 - mmengine - INFO - Epoch(train) [4][1360/1441] lr: 1.5500e-01 eta: 2:35:17 time: 0.4149 data_time: 0.0266 memory: 8503 grad_norm: 0.1028 recall@thr=0.5: 0.4405 prec@thr=0.5: 0.6786 recall@top3: 0.6057 prec@top3: 0.6012 recall@top5: 0.7351 prec@top5: 0.4357 loss_action_cls: 0.0590 loss: 0.0590 2022/08/06 23:39:45 - mmengine - INFO - Epoch(train) [4][1380/1441] lr: 1.5500e-01 eta: 2:35:07 time: 0.3869 data_time: 0.0298 memory: 8503 grad_norm: 0.0980 recall@thr=0.5: 0.5245 prec@thr=0.5: 0.6796 recall@top3: 0.6636 prec@top3: 0.5850 recall@top5: 0.8503 prec@top5: 0.4490 loss_action_cls: 0.0599 loss: 0.0599 2022/08/06 23:39:53 - mmengine - INFO - Epoch(train) [4][1400/1441] lr: 1.5500e-01 eta: 2:34:59 time: 0.4030 data_time: 0.0179 memory: 8503 grad_norm: 0.1000 recall@thr=0.5: 0.5482 prec@thr=0.5: 0.7530 recall@top3: 0.7927 prec@top3: 0.7091 recall@top5: 0.9676 prec@top5: 0.5345 loss_action_cls: 0.0523 loss: 0.0523 2022/08/06 23:40:02 - mmengine - INFO - Epoch(train) [4][1420/1441] lr: 1.5500e-01 eta: 2:34:54 time: 0.4391 data_time: 0.0255 memory: 8503 grad_norm: 0.1030 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.7246 recall@top3: 0.7464 prec@top3: 0.6377 recall@top5: 0.8931 prec@top5: 0.4696 loss_action_cls: 0.0630 loss: 0.0630 2022/08/06 23:40:09 - mmengine - INFO - Epoch(train) [4][1440/1441] lr: 1.5500e-01 eta: 2:34:44 time: 0.3817 data_time: 0.0152 memory: 8503 grad_norm: 0.1073 recall@thr=0.5: 0.5564 prec@thr=0.5: 0.5940 recall@top3: 0.6556 prec@top3: 0.4615 recall@top5: 0.8581 prec@top5: 0.3590 loss_action_cls: 0.0612 loss: 0.0612 2022/08/06 23:40:10 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 23:40:10 - mmengine - INFO - Epoch(train) [4][1441/1441] lr: 1.5500e-01 eta: 2:34:44 time: 0.3731 data_time: 0.0149 memory: 4495 grad_norm: 0.1084 recall@thr=0.5: 0.7200 prec@thr=0.5: 0.7533 recall@top3: 0.8167 prec@top3: 0.6933 recall@top5: 0.9467 prec@top5: 0.5040 loss_action_cls: 0.0612 loss: 0.0612 2022/08/06 23:40:10 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/08/06 23:40:16 - mmengine - INFO - Epoch(val) [4][20/6282] eta: 0:04:15 time: 0.0409 data_time: 0.0068 memory: 560 2022/08/06 23:40:16 - mmengine - INFO - Epoch(val) [4][40/6282] eta: 0:04:14 time: 0.0408 data_time: 0.0044 memory: 560 2022/08/06 23:40:17 - mmengine - INFO - Epoch(val) [4][60/6282] eta: 0:04:12 time: 0.0405 data_time: 0.0048 memory: 560 2022/08/06 23:40:18 - mmengine - INFO - Epoch(val) [4][80/6282] eta: 0:04:07 time: 0.0400 data_time: 0.0050 memory: 560 2022/08/06 23:40:19 - mmengine - INFO - Epoch(val) [4][100/6282] eta: 0:04:26 time: 0.0432 data_time: 0.0050 memory: 560 2022/08/06 23:40:20 - mmengine - INFO - Epoch(val) [4][120/6282] eta: 0:04:06 time: 0.0400 data_time: 0.0058 memory: 606 2022/08/06 23:40:21 - mmengine - INFO - Epoch(val) [4][140/6282] eta: 0:04:19 time: 0.0422 data_time: 0.0057 memory: 606 2022/08/06 23:40:22 - mmengine - INFO - Epoch(val) [4][160/6282] eta: 0:04:48 time: 0.0470 data_time: 0.0050 memory: 606 2022/08/06 23:40:22 - mmengine - INFO - Epoch(val) [4][180/6282] eta: 0:04:27 time: 0.0438 data_time: 0.0059 memory: 606 2022/08/06 23:40:23 - mmengine - INFO - Epoch(val) [4][200/6282] eta: 0:04:23 time: 0.0433 data_time: 0.0043 memory: 606 2022/08/06 23:40:24 - mmengine - INFO - Epoch(val) [4][220/6282] eta: 0:03:52 time: 0.0383 data_time: 0.0041 memory: 577 2022/08/06 23:40:25 - mmengine - INFO - Epoch(val) [4][240/6282] eta: 0:04:08 time: 0.0412 data_time: 0.0038 memory: 577 2022/08/06 23:40:26 - mmengine - INFO - Epoch(val) [4][260/6282] eta: 0:07:02 time: 0.0701 data_time: 0.0050 memory: 577 2022/08/06 23:40:27 - mmengine - INFO - Epoch(val) [4][280/6282] eta: 0:04:15 time: 0.0425 data_time: 0.0047 memory: 577 2022/08/06 23:40:28 - mmengine - INFO - Epoch(val) [4][300/6282] eta: 0:04:31 time: 0.0454 data_time: 0.0041 memory: 606 2022/08/06 23:40:29 - mmengine - INFO - Epoch(val) [4][320/6282] eta: 0:04:11 time: 0.0421 data_time: 0.0043 memory: 606 2022/08/06 23:40:30 - mmengine - INFO - Epoch(val) [4][340/6282] eta: 0:04:19 time: 0.0438 data_time: 0.0032 memory: 606 2022/08/06 23:40:31 - mmengine - INFO - Epoch(val) [4][360/6282] eta: 0:04:05 time: 0.0414 data_time: 0.0040 memory: 606 2022/08/06 23:40:31 - mmengine - INFO - Epoch(val) [4][380/6282] eta: 0:04:24 time: 0.0448 data_time: 0.0046 memory: 606 2022/08/06 23:40:32 - mmengine - INFO - Epoch(val) [4][400/6282] eta: 0:04:12 time: 0.0429 data_time: 0.0058 memory: 606 2022/08/06 23:40:33 - mmengine - INFO - Epoch(val) [4][420/6282] eta: 0:03:51 time: 0.0394 data_time: 0.0032 memory: 579 2022/08/06 23:40:34 - mmengine - INFO - Epoch(val) [4][440/6282] eta: 0:03:56 time: 0.0405 data_time: 0.0042 memory: 579 2022/08/06 23:40:35 - mmengine - INFO - Epoch(val) [4][460/6282] eta: 0:03:46 time: 0.0389 data_time: 0.0037 memory: 579 2022/08/06 23:40:36 - mmengine - INFO - Epoch(val) [4][480/6282] eta: 0:04:02 time: 0.0418 data_time: 0.0045 memory: 579 2022/08/06 23:40:36 - mmengine - INFO - Epoch(val) [4][500/6282] eta: 0:03:41 time: 0.0382 data_time: 0.0036 memory: 579 2022/08/06 23:40:37 - mmengine - INFO - Epoch(val) [4][520/6282] eta: 0:03:50 time: 0.0401 data_time: 0.0034 memory: 577 2022/08/06 23:40:38 - mmengine - INFO - Epoch(val) [4][540/6282] eta: 0:03:57 time: 0.0413 data_time: 0.0047 memory: 577 2022/08/06 23:40:39 - mmengine - INFO - Epoch(val) [4][560/6282] eta: 0:03:50 time: 0.0403 data_time: 0.0046 memory: 577 2022/08/06 23:40:40 - mmengine - INFO - Epoch(val) [4][580/6282] eta: 0:04:16 time: 0.0450 data_time: 0.0043 memory: 577 2022/08/06 23:40:41 - mmengine - INFO - Epoch(val) [4][600/6282] eta: 0:04:15 time: 0.0449 data_time: 0.0050 memory: 577 2022/08/06 23:40:42 - mmengine - INFO - Epoch(val) [4][620/6282] eta: 0:04:36 time: 0.0488 data_time: 0.0066 memory: 577 2022/08/06 23:40:43 - mmengine - INFO - Epoch(val) [4][640/6282] eta: 0:04:21 time: 0.0463 data_time: 0.0067 memory: 575 2022/08/06 23:40:43 - mmengine - INFO - Epoch(val) [4][660/6282] eta: 0:04:05 time: 0.0437 data_time: 0.0045 memory: 575 2022/08/06 23:40:44 - mmengine - INFO - Epoch(val) [4][680/6282] eta: 0:03:55 time: 0.0420 data_time: 0.0039 memory: 575 2022/08/06 23:40:45 - mmengine - INFO - Epoch(val) [4][700/6282] eta: 0:03:53 time: 0.0418 data_time: 0.0044 memory: 575 2022/08/06 23:40:47 - mmengine - INFO - Epoch(val) [4][720/6282] eta: 0:06:55 time: 0.0747 data_time: 0.0053 memory: 606 2022/08/06 23:40:47 - mmengine - INFO - Epoch(val) [4][740/6282] eta: 0:04:07 time: 0.0447 data_time: 0.0051 memory: 606 2022/08/06 23:40:48 - mmengine - INFO - Epoch(val) [4][760/6282] eta: 0:03:56 time: 0.0428 data_time: 0.0049 memory: 606 2022/08/06 23:40:49 - mmengine - INFO - Epoch(val) [4][780/6282] eta: 0:04:17 time: 0.0468 data_time: 0.0049 memory: 606 2022/08/06 23:40:50 - mmengine - INFO - Epoch(val) [4][800/6282] eta: 0:03:48 time: 0.0417 data_time: 0.0047 memory: 606 2022/08/06 23:40:51 - mmengine - INFO - Epoch(val) [4][820/6282] eta: 0:03:53 time: 0.0427 data_time: 0.0045 memory: 606 2022/08/06 23:40:52 - mmengine - INFO - Epoch(val) [4][840/6282] eta: 0:03:49 time: 0.0421 data_time: 0.0049 memory: 577 2022/08/06 23:40:53 - mmengine - INFO - Epoch(val) [4][860/6282] eta: 0:03:45 time: 0.0416 data_time: 0.0043 memory: 577 2022/08/06 23:40:53 - mmengine - INFO - Epoch(val) [4][880/6282] eta: 0:03:43 time: 0.0414 data_time: 0.0036 memory: 577 2022/08/06 23:40:54 - mmengine - INFO - Epoch(val) [4][900/6282] eta: 0:03:36 time: 0.0402 data_time: 0.0043 memory: 577 2022/08/06 23:40:55 - mmengine - INFO - Epoch(val) [4][920/6282] eta: 0:03:41 time: 0.0414 data_time: 0.0046 memory: 577 2022/08/06 23:40:56 - mmengine - INFO - Epoch(val) [4][940/6282] eta: 0:03:37 time: 0.0407 data_time: 0.0053 memory: 560 2022/08/06 23:40:57 - mmengine - INFO - Epoch(val) [4][960/6282] eta: 0:03:51 time: 0.0436 data_time: 0.0036 memory: 560 2022/08/06 23:40:58 - mmengine - INFO - Epoch(val) [4][980/6282] eta: 0:03:38 time: 0.0412 data_time: 0.0041 memory: 560 2022/08/06 23:40:59 - mmengine - INFO - Epoch(val) [4][1000/6282] eta: 0:03:50 time: 0.0436 data_time: 0.0041 memory: 560 2022/08/06 23:40:59 - mmengine - INFO - Epoch(val) [4][1020/6282] eta: 0:03:34 time: 0.0408 data_time: 0.0036 memory: 577 2022/08/06 23:41:00 - mmengine - INFO - Epoch(val) [4][1040/6282] eta: 0:03:20 time: 0.0383 data_time: 0.0039 memory: 577 2022/08/06 23:41:01 - mmengine - INFO - Epoch(val) [4][1060/6282] eta: 0:03:34 time: 0.0411 data_time: 0.0039 memory: 577 2022/08/06 23:41:02 - mmengine - INFO - Epoch(val) [4][1080/6282] eta: 0:03:41 time: 0.0426 data_time: 0.0038 memory: 577 2022/08/06 23:41:03 - mmengine - INFO - Epoch(val) [4][1100/6282] eta: 0:03:47 time: 0.0438 data_time: 0.0046 memory: 577 2022/08/06 23:41:04 - mmengine - INFO - Epoch(val) [4][1120/6282] eta: 0:03:34 time: 0.0415 data_time: 0.0050 memory: 577 2022/08/06 23:41:04 - mmengine - INFO - Epoch(val) [4][1140/6282] eta: 0:03:47 time: 0.0442 data_time: 0.0053 memory: 577 2022/08/06 23:41:06 - mmengine - INFO - Epoch(val) [4][1160/6282] eta: 0:04:49 time: 0.0565 data_time: 0.0055 memory: 577 2022/08/06 23:41:07 - mmengine - INFO - Epoch(val) [4][1180/6282] eta: 0:04:09 time: 0.0489 data_time: 0.0068 memory: 577 2022/08/06 23:41:08 - mmengine - INFO - Epoch(val) [4][1200/6282] eta: 0:03:55 time: 0.0464 data_time: 0.0039 memory: 577 2022/08/06 23:41:08 - mmengine - INFO - Epoch(val) [4][1220/6282] eta: 0:03:57 time: 0.0469 data_time: 0.0044 memory: 577 2022/08/06 23:41:09 - mmengine - INFO - Epoch(val) [4][1240/6282] eta: 0:03:53 time: 0.0464 data_time: 0.0049 memory: 606 2022/08/06 23:41:10 - mmengine - INFO - Epoch(val) [4][1260/6282] eta: 0:03:58 time: 0.0476 data_time: 0.0047 memory: 606 2022/08/06 23:41:11 - mmengine - INFO - Epoch(val) [4][1280/6282] eta: 0:03:53 time: 0.0466 data_time: 0.0057 memory: 606 2022/08/06 23:41:12 - mmengine - INFO - Epoch(val) [4][1300/6282] eta: 0:03:41 time: 0.0445 data_time: 0.0046 memory: 606 2022/08/06 23:41:13 - mmengine - INFO - Epoch(val) [4][1320/6282] eta: 0:03:24 time: 0.0411 data_time: 0.0046 memory: 606 2022/08/06 23:41:14 - mmengine - INFO - Epoch(val) [4][1340/6282] eta: 0:03:24 time: 0.0414 data_time: 0.0038 memory: 606 2022/08/06 23:41:15 - mmengine - INFO - Epoch(val) [4][1360/6282] eta: 0:03:38 time: 0.0443 data_time: 0.0063 memory: 606 2022/08/06 23:41:16 - mmengine - INFO - Epoch(val) [4][1380/6282] eta: 0:03:30 time: 0.0430 data_time: 0.0051 memory: 606 2022/08/06 23:41:16 - mmengine - INFO - Epoch(val) [4][1400/6282] eta: 0:03:16 time: 0.0403 data_time: 0.0044 memory: 606 2022/08/06 23:41:17 - mmengine - INFO - Epoch(val) [4][1420/6282] eta: 0:03:21 time: 0.0413 data_time: 0.0046 memory: 606 2022/08/06 23:41:18 - mmengine - INFO - Epoch(val) [4][1440/6282] eta: 0:03:12 time: 0.0398 data_time: 0.0041 memory: 606 2022/08/06 23:41:19 - mmengine - INFO - Epoch(val) [4][1460/6282] eta: 0:03:15 time: 0.0406 data_time: 0.0040 memory: 606 2022/08/06 23:41:20 - mmengine - INFO - Epoch(val) [4][1480/6282] eta: 0:03:05 time: 0.0386 data_time: 0.0030 memory: 606 2022/08/06 23:41:20 - mmengine - INFO - Epoch(val) [4][1500/6282] eta: 0:03:07 time: 0.0393 data_time: 0.0037 memory: 606 2022/08/06 23:41:21 - mmengine - INFO - Epoch(val) [4][1520/6282] eta: 0:03:12 time: 0.0405 data_time: 0.0032 memory: 650 2022/08/06 23:41:22 - mmengine - INFO - Epoch(val) [4][1540/6282] eta: 0:03:34 time: 0.0453 data_time: 0.0044 memory: 650 2022/08/06 23:41:23 - mmengine - INFO - Epoch(val) [4][1560/6282] eta: 0:03:25 time: 0.0434 data_time: 0.0050 memory: 650 2022/08/06 23:41:24 - mmengine - INFO - Epoch(val) [4][1580/6282] eta: 0:03:14 time: 0.0413 data_time: 0.0049 memory: 650 2022/08/06 23:41:25 - mmengine - INFO - Epoch(val) [4][1600/6282] eta: 0:03:40 time: 0.0471 data_time: 0.0047 memory: 650 2022/08/06 23:41:26 - mmengine - INFO - Epoch(val) [4][1620/6282] eta: 0:05:45 time: 0.0741 data_time: 0.0038 memory: 650 2022/08/06 23:41:27 - mmengine - INFO - Epoch(val) [4][1640/6282] eta: 0:03:02 time: 0.0393 data_time: 0.0046 memory: 606 2022/08/06 23:41:28 - mmengine - INFO - Epoch(val) [4][1660/6282] eta: 0:03:03 time: 0.0398 data_time: 0.0027 memory: 606 2022/08/06 23:41:29 - mmengine - INFO - Epoch(val) [4][1680/6282] eta: 0:03:05 time: 0.0403 data_time: 0.0047 memory: 606 2022/08/06 23:41:30 - mmengine - INFO - Epoch(val) [4][1700/6282] eta: 0:03:14 time: 0.0424 data_time: 0.0044 memory: 606 2022/08/06 23:41:30 - mmengine - INFO - Epoch(val) [4][1720/6282] eta: 0:03:24 time: 0.0449 data_time: 0.0061 memory: 606 2022/08/06 23:41:31 - mmengine - INFO - Epoch(val) [4][1740/6282] eta: 0:03:27 time: 0.0457 data_time: 0.0053 memory: 606 2022/08/06 23:41:32 - mmengine - INFO - Epoch(val) [4][1760/6282] eta: 0:03:28 time: 0.0461 data_time: 0.0050 memory: 606 2022/08/06 23:41:33 - mmengine - INFO - Epoch(val) [4][1780/6282] eta: 0:03:34 time: 0.0475 data_time: 0.0050 memory: 606 2022/08/06 23:41:34 - mmengine - INFO - Epoch(val) [4][1800/6282] eta: 0:03:16 time: 0.0438 data_time: 0.0056 memory: 606 2022/08/06 23:41:35 - mmengine - INFO - Epoch(val) [4][1820/6282] eta: 0:02:56 time: 0.0396 data_time: 0.0033 memory: 606 2022/08/06 23:41:36 - mmengine - INFO - Epoch(val) [4][1840/6282] eta: 0:03:26 time: 0.0464 data_time: 0.0061 memory: 606 2022/08/06 23:41:37 - mmengine - INFO - Epoch(val) [4][1860/6282] eta: 0:03:06 time: 0.0421 data_time: 0.0039 memory: 606 2022/08/06 23:41:38 - mmengine - INFO - Epoch(val) [4][1880/6282] eta: 0:03:08 time: 0.0428 data_time: 0.0033 memory: 606 2022/08/06 23:41:38 - mmengine - INFO - Epoch(val) [4][1900/6282] eta: 0:03:11 time: 0.0437 data_time: 0.0054 memory: 606 2022/08/06 23:41:39 - mmengine - INFO - Epoch(val) [4][1920/6282] eta: 0:03:25 time: 0.0471 data_time: 0.0043 memory: 606 2022/08/06 23:41:40 - mmengine - INFO - Epoch(val) [4][1940/6282] eta: 0:02:57 time: 0.0410 data_time: 0.0033 memory: 606 2022/08/06 23:41:41 - mmengine - INFO - Epoch(val) [4][1960/6282] eta: 0:02:59 time: 0.0416 data_time: 0.0040 memory: 579 2022/08/06 23:41:42 - mmengine - INFO - Epoch(val) [4][1980/6282] eta: 0:02:43 time: 0.0380 data_time: 0.0050 memory: 579 2022/08/06 23:41:43 - mmengine - INFO - Epoch(val) [4][2000/6282] eta: 0:02:46 time: 0.0389 data_time: 0.0061 memory: 579 2022/08/06 23:41:43 - mmengine - INFO - Epoch(val) [4][2020/6282] eta: 0:02:50 time: 0.0400 data_time: 0.0060 memory: 579 2022/08/06 23:41:44 - mmengine - INFO - Epoch(val) [4][2040/6282] eta: 0:03:03 time: 0.0433 data_time: 0.0045 memory: 579 2022/08/06 23:41:45 - mmengine - INFO - Epoch(val) [4][2060/6282] eta: 0:02:50 time: 0.0404 data_time: 0.0030 memory: 579 2022/08/06 23:41:46 - mmengine - INFO - Epoch(val) [4][2080/6282] eta: 0:04:44 time: 0.0677 data_time: 0.0028 memory: 579 2022/08/06 23:41:47 - mmengine - INFO - Epoch(val) [4][2100/6282] eta: 0:02:54 time: 0.0418 data_time: 0.0047 memory: 579 2022/08/06 23:41:48 - mmengine - INFO - Epoch(val) [4][2120/6282] eta: 0:02:31 time: 0.0364 data_time: 0.0035 memory: 579 2022/08/06 23:41:49 - mmengine - INFO - Epoch(val) [4][2140/6282] eta: 0:02:51 time: 0.0415 data_time: 0.0051 memory: 579 2022/08/06 23:41:50 - mmengine - INFO - Epoch(val) [4][2160/6282] eta: 0:02:46 time: 0.0403 data_time: 0.0047 memory: 577 2022/08/06 23:41:50 - mmengine - INFO - Epoch(val) [4][2180/6282] eta: 0:02:42 time: 0.0396 data_time: 0.0044 memory: 577 2022/08/06 23:41:51 - mmengine - INFO - Epoch(val) [4][2200/6282] eta: 0:02:51 time: 0.0421 data_time: 0.0044 memory: 577 2022/08/06 23:41:52 - mmengine - INFO - Epoch(val) [4][2220/6282] eta: 0:02:53 time: 0.0427 data_time: 0.0045 memory: 577 2022/08/06 23:41:53 - mmengine - INFO - Epoch(val) [4][2240/6282] eta: 0:02:53 time: 0.0429 data_time: 0.0052 memory: 577 2022/08/06 23:41:54 - mmengine - INFO - Epoch(val) [4][2260/6282] eta: 0:02:48 time: 0.0418 data_time: 0.0062 memory: 579 2022/08/06 23:41:55 - mmengine - INFO - Epoch(val) [4][2280/6282] eta: 0:02:41 time: 0.0404 data_time: 0.0045 memory: 579 2022/08/06 23:41:55 - mmengine - INFO - Epoch(val) [4][2300/6282] eta: 0:02:36 time: 0.0394 data_time: 0.0040 memory: 579 2022/08/06 23:41:56 - mmengine - INFO - Epoch(val) [4][2320/6282] eta: 0:02:51 time: 0.0433 data_time: 0.0061 memory: 579 2022/08/06 23:41:57 - mmengine - INFO - Epoch(val) [4][2340/6282] eta: 0:02:56 time: 0.0447 data_time: 0.0040 memory: 579 2022/08/06 23:41:58 - mmengine - INFO - Epoch(val) [4][2360/6282] eta: 0:02:42 time: 0.0415 data_time: 0.0048 memory: 577 2022/08/06 23:41:59 - mmengine - INFO - Epoch(val) [4][2380/6282] eta: 0:02:40 time: 0.0412 data_time: 0.0045 memory: 577 2022/08/06 23:42:00 - mmengine - INFO - Epoch(val) [4][2400/6282] eta: 0:02:49 time: 0.0436 data_time: 0.0043 memory: 577 2022/08/06 23:42:01 - mmengine - INFO - Epoch(val) [4][2420/6282] eta: 0:02:40 time: 0.0416 data_time: 0.0056 memory: 577 2022/08/06 23:42:02 - mmengine - INFO - Epoch(val) [4][2440/6282] eta: 0:03:09 time: 0.0494 data_time: 0.0056 memory: 577 2022/08/06 23:42:03 - mmengine - INFO - Epoch(val) [4][2460/6282] eta: 0:03:06 time: 0.0487 data_time: 0.0077 memory: 606 2022/08/06 23:42:04 - mmengine - INFO - Epoch(val) [4][2480/6282] eta: 0:03:10 time: 0.0501 data_time: 0.0053 memory: 606 2022/08/06 23:42:04 - mmengine - INFO - Epoch(val) [4][2500/6282] eta: 0:02:42 time: 0.0430 data_time: 0.0047 memory: 606 2022/08/06 23:42:05 - mmengine - INFO - Epoch(val) [4][2520/6282] eta: 0:02:52 time: 0.0460 data_time: 0.0042 memory: 606 2022/08/06 23:42:07 - mmengine - INFO - Epoch(val) [4][2540/6282] eta: 0:04:19 time: 0.0694 data_time: 0.0053 memory: 606 2022/08/06 23:42:08 - mmengine - INFO - Epoch(val) [4][2560/6282] eta: 0:02:37 time: 0.0422 data_time: 0.0043 memory: 606 2022/08/06 23:42:08 - mmengine - INFO - Epoch(val) [4][2580/6282] eta: 0:02:32 time: 0.0413 data_time: 0.0047 memory: 606 2022/08/06 23:42:09 - mmengine - INFO - Epoch(val) [4][2600/6282] eta: 0:02:28 time: 0.0403 data_time: 0.0044 memory: 606 2022/08/06 23:42:10 - mmengine - INFO - Epoch(val) [4][2620/6282] eta: 0:02:29 time: 0.0409 data_time: 0.0035 memory: 606 2022/08/06 23:42:11 - mmengine - INFO - Epoch(val) [4][2640/6282] eta: 0:02:40 time: 0.0441 data_time: 0.0045 memory: 606 2022/08/06 23:42:12 - mmengine - INFO - Epoch(val) [4][2660/6282] eta: 0:02:51 time: 0.0474 data_time: 0.0054 memory: 646 2022/08/06 23:42:13 - mmengine - INFO - Epoch(val) [4][2680/6282] eta: 0:02:41 time: 0.0448 data_time: 0.0056 memory: 646 2022/08/06 23:42:14 - mmengine - INFO - Epoch(val) [4][2700/6282] eta: 0:02:50 time: 0.0477 data_time: 0.0059 memory: 646 2022/08/06 23:42:15 - mmengine - INFO - Epoch(val) [4][2720/6282] eta: 0:02:38 time: 0.0446 data_time: 0.0047 memory: 646 2022/08/06 23:42:16 - mmengine - INFO - Epoch(val) [4][2740/6282] eta: 0:02:29 time: 0.0422 data_time: 0.0036 memory: 646 2022/08/06 23:42:16 - mmengine - INFO - Epoch(val) [4][2760/6282] eta: 0:02:22 time: 0.0405 data_time: 0.0054 memory: 579 2022/08/06 23:42:17 - mmengine - INFO - Epoch(val) [4][2780/6282] eta: 0:02:27 time: 0.0421 data_time: 0.0048 memory: 579 2022/08/06 23:42:18 - mmengine - INFO - Epoch(val) [4][2800/6282] eta: 0:02:24 time: 0.0415 data_time: 0.0043 memory: 579 2022/08/06 23:42:19 - mmengine - INFO - Epoch(val) [4][2820/6282] eta: 0:02:26 time: 0.0424 data_time: 0.0049 memory: 579 2022/08/06 23:42:20 - mmengine - INFO - Epoch(val) [4][2840/6282] eta: 0:02:15 time: 0.0395 data_time: 0.0031 memory: 579 2022/08/06 23:42:21 - mmengine - INFO - Epoch(val) [4][2860/6282] eta: 0:02:23 time: 0.0421 data_time: 0.0050 memory: 606 2022/08/06 23:42:21 - mmengine - INFO - Epoch(val) [4][2880/6282] eta: 0:02:17 time: 0.0404 data_time: 0.0056 memory: 606 2022/08/06 23:42:22 - mmengine - INFO - Epoch(val) [4][2900/6282] eta: 0:02:23 time: 0.0425 data_time: 0.0055 memory: 606 2022/08/06 23:42:23 - mmengine - INFO - Epoch(val) [4][2920/6282] eta: 0:02:16 time: 0.0406 data_time: 0.0033 memory: 606 2022/08/06 23:42:24 - mmengine - INFO - Epoch(val) [4][2940/6282] eta: 0:02:13 time: 0.0399 data_time: 0.0052 memory: 591 2022/08/06 23:42:25 - mmengine - INFO - Epoch(val) [4][2960/6282] eta: 0:02:22 time: 0.0428 data_time: 0.0042 memory: 591 2022/08/06 23:42:26 - mmengine - INFO - Epoch(val) [4][2980/6282] eta: 0:03:42 time: 0.0673 data_time: 0.0043 memory: 591 2022/08/06 23:42:27 - mmengine - INFO - Epoch(val) [4][3000/6282] eta: 0:02:22 time: 0.0435 data_time: 0.0050 memory: 591 2022/08/06 23:42:28 - mmengine - INFO - Epoch(val) [4][3020/6282] eta: 0:02:28 time: 0.0456 data_time: 0.0039 memory: 606 2022/08/06 23:42:29 - mmengine - INFO - Epoch(val) [4][3040/6282] eta: 0:02:28 time: 0.0457 data_time: 0.0063 memory: 606 2022/08/06 23:42:30 - mmengine - INFO - Epoch(val) [4][3060/6282] eta: 0:02:20 time: 0.0436 data_time: 0.0047 memory: 606 2022/08/06 23:42:31 - mmengine - INFO - Epoch(val) [4][3080/6282] eta: 0:02:22 time: 0.0445 data_time: 0.0049 memory: 606 2022/08/06 23:42:31 - mmengine - INFO - Epoch(val) [4][3100/6282] eta: 0:02:04 time: 0.0390 data_time: 0.0028 memory: 606 2022/08/06 23:42:32 - mmengine - INFO - Epoch(val) [4][3120/6282] eta: 0:02:14 time: 0.0424 data_time: 0.0048 memory: 579 2022/08/06 23:42:33 - mmengine - INFO - Epoch(val) [4][3140/6282] eta: 0:02:16 time: 0.0433 data_time: 0.0048 memory: 579 2022/08/06 23:42:34 - mmengine - INFO - Epoch(val) [4][3160/6282] eta: 0:02:04 time: 0.0399 data_time: 0.0042 memory: 579 2022/08/06 23:42:35 - mmengine - INFO - Epoch(val) [4][3180/6282] eta: 0:02:06 time: 0.0407 data_time: 0.0034 memory: 579 2022/08/06 23:42:35 - mmengine - INFO - Epoch(val) [4][3200/6282] eta: 0:02:01 time: 0.0395 data_time: 0.0046 memory: 606 2022/08/06 23:42:36 - mmengine - INFO - Epoch(val) [4][3220/6282] eta: 0:02:10 time: 0.0425 data_time: 0.0036 memory: 606 2022/08/06 23:42:37 - mmengine - INFO - Epoch(val) [4][3240/6282] eta: 0:02:14 time: 0.0444 data_time: 0.0057 memory: 606 2022/08/06 23:42:38 - mmengine - INFO - Epoch(val) [4][3260/6282] eta: 0:02:01 time: 0.0401 data_time: 0.0044 memory: 606 2022/08/06 23:42:39 - mmengine - INFO - Epoch(val) [4][3280/6282] eta: 0:02:10 time: 0.0434 data_time: 0.0056 memory: 606 2022/08/06 23:42:40 - mmengine - INFO - Epoch(val) [4][3300/6282] eta: 0:02:10 time: 0.0438 data_time: 0.0060 memory: 606 2022/08/06 23:42:41 - mmengine - INFO - Epoch(val) [4][3320/6282] eta: 0:02:01 time: 0.0412 data_time: 0.0053 memory: 606 2022/08/06 23:42:42 - mmengine - INFO - Epoch(val) [4][3340/6282] eta: 0:02:19 time: 0.0474 data_time: 0.0045 memory: 606 2022/08/06 23:42:42 - mmengine - INFO - Epoch(val) [4][3360/6282] eta: 0:02:15 time: 0.0464 data_time: 0.0044 memory: 606 2022/08/06 23:42:43 - mmengine - INFO - Epoch(val) [4][3380/6282] eta: 0:02:03 time: 0.0427 data_time: 0.0042 memory: 606 2022/08/06 23:42:44 - mmengine - INFO - Epoch(val) [4][3400/6282] eta: 0:02:03 time: 0.0428 data_time: 0.0048 memory: 577 2022/08/06 23:42:45 - mmengine - INFO - Epoch(val) [4][3420/6282] eta: 0:01:50 time: 0.0385 data_time: 0.0037 memory: 577 2022/08/06 23:42:46 - mmengine - INFO - Epoch(val) [4][3440/6282] eta: 0:02:36 time: 0.0551 data_time: 0.0062 memory: 577 2022/08/06 23:42:47 - mmengine - INFO - Epoch(val) [4][3460/6282] eta: 0:02:00 time: 0.0428 data_time: 0.0059 memory: 577 2022/08/06 23:42:48 - mmengine - INFO - Epoch(val) [4][3480/6282] eta: 0:01:48 time: 0.0389 data_time: 0.0037 memory: 577 2022/08/06 23:42:49 - mmengine - INFO - Epoch(val) [4][3500/6282] eta: 0:01:49 time: 0.0393 data_time: 0.0037 memory: 577 2022/08/06 23:42:49 - mmengine - INFO - Epoch(val) [4][3520/6282] eta: 0:01:54 time: 0.0414 data_time: 0.0041 memory: 577 2022/08/06 23:42:50 - mmengine - INFO - Epoch(val) [4][3540/6282] eta: 0:01:48 time: 0.0394 data_time: 0.0032 memory: 577 2022/08/06 23:42:51 - mmengine - INFO - Epoch(val) [4][3560/6282] eta: 0:01:48 time: 0.0398 data_time: 0.0049 memory: 577 2022/08/06 23:42:52 - mmengine - INFO - Epoch(val) [4][3580/6282] eta: 0:01:44 time: 0.0385 data_time: 0.0054 memory: 598 2022/08/06 23:42:53 - mmengine - INFO - Epoch(val) [4][3600/6282] eta: 0:01:53 time: 0.0423 data_time: 0.0056 memory: 598 2022/08/06 23:42:53 - mmengine - INFO - Epoch(val) [4][3620/6282] eta: 0:01:51 time: 0.0420 data_time: 0.0053 memory: 598 2022/08/06 23:42:54 - mmengine - INFO - Epoch(val) [4][3640/6282] eta: 0:01:55 time: 0.0436 data_time: 0.0057 memory: 598 2022/08/06 23:42:55 - mmengine - INFO - Epoch(val) [4][3660/6282] eta: 0:01:51 time: 0.0427 data_time: 0.0046 memory: 598 2022/08/06 23:42:56 - mmengine - INFO - Epoch(val) [4][3680/6282] eta: 0:01:53 time: 0.0436 data_time: 0.0037 memory: 606 2022/08/06 23:42:57 - mmengine - INFO - Epoch(val) [4][3700/6282] eta: 0:01:53 time: 0.0440 data_time: 0.0055 memory: 606 2022/08/06 23:42:58 - mmengine - INFO - Epoch(val) [4][3720/6282] eta: 0:01:56 time: 0.0455 data_time: 0.0061 memory: 606 2022/08/06 23:42:59 - mmengine - INFO - Epoch(val) [4][3740/6282] eta: 0:01:53 time: 0.0447 data_time: 0.0061 memory: 606 2022/08/06 23:43:00 - mmengine - INFO - Epoch(val) [4][3760/6282] eta: 0:01:40 time: 0.0398 data_time: 0.0045 memory: 606 2022/08/06 23:43:00 - mmengine - INFO - Epoch(val) [4][3780/6282] eta: 0:01:52 time: 0.0451 data_time: 0.0059 memory: 606 2022/08/06 23:43:01 - mmengine - INFO - Epoch(val) [4][3800/6282] eta: 0:01:47 time: 0.0432 data_time: 0.0066 memory: 606 2022/08/06 23:43:02 - mmengine - INFO - Epoch(val) [4][3820/6282] eta: 0:01:34 time: 0.0383 data_time: 0.0041 memory: 606 2022/08/06 23:43:03 - mmengine - INFO - Epoch(val) [4][3840/6282] eta: 0:01:43 time: 0.0424 data_time: 0.0053 memory: 606 2022/08/06 23:43:04 - mmengine - INFO - Epoch(val) [4][3860/6282] eta: 0:01:31 time: 0.0379 data_time: 0.0049 memory: 606 2022/08/06 23:43:05 - mmengine - INFO - Epoch(val) [4][3880/6282] eta: 0:01:42 time: 0.0425 data_time: 0.0039 memory: 606 2022/08/06 23:43:05 - mmengine - INFO - Epoch(val) [4][3900/6282] eta: 0:01:40 time: 0.0421 data_time: 0.0048 memory: 606 2022/08/06 23:43:07 - mmengine - INFO - Epoch(val) [4][3920/6282] eta: 0:02:57 time: 0.0751 data_time: 0.0037 memory: 606 2022/08/06 23:43:08 - mmengine - INFO - Epoch(val) [4][3940/6282] eta: 0:01:31 time: 0.0393 data_time: 0.0039 memory: 606 2022/08/06 23:43:08 - mmengine - INFO - Epoch(val) [4][3960/6282] eta: 0:01:32 time: 0.0399 data_time: 0.0034 memory: 606 2022/08/06 23:43:09 - mmengine - INFO - Epoch(val) [4][3980/6282] eta: 0:01:30 time: 0.0394 data_time: 0.0045 memory: 606 2022/08/06 23:43:10 - mmengine - INFO - Epoch(val) [4][4000/6282] eta: 0:01:29 time: 0.0393 data_time: 0.0047 memory: 606 2022/08/06 23:43:11 - mmengine - INFO - Epoch(val) [4][4020/6282] eta: 0:01:41 time: 0.0447 data_time: 0.0053 memory: 606 2022/08/06 23:43:12 - mmengine - INFO - Epoch(val) [4][4040/6282] eta: 0:01:36 time: 0.0431 data_time: 0.0053 memory: 646 2022/08/06 23:43:13 - mmengine - INFO - Epoch(val) [4][4060/6282] eta: 0:01:50 time: 0.0496 data_time: 0.0051 memory: 646 2022/08/06 23:43:14 - mmengine - INFO - Epoch(val) [4][4080/6282] eta: 0:01:41 time: 0.0462 data_time: 0.0055 memory: 646 2022/08/06 23:43:15 - mmengine - INFO - Epoch(val) [4][4100/6282] eta: 0:01:34 time: 0.0432 data_time: 0.0037 memory: 646 2022/08/06 23:43:16 - mmengine - INFO - Epoch(val) [4][4120/6282] eta: 0:01:39 time: 0.0459 data_time: 0.0057 memory: 646 2022/08/06 23:43:16 - mmengine - INFO - Epoch(val) [4][4140/6282] eta: 0:01:33 time: 0.0436 data_time: 0.0054 memory: 646 2022/08/06 23:43:17 - mmengine - INFO - Epoch(val) [4][4160/6282] eta: 0:01:23 time: 0.0394 data_time: 0.0039 memory: 577 2022/08/06 23:43:18 - mmengine - INFO - Epoch(val) [4][4180/6282] eta: 0:01:30 time: 0.0432 data_time: 0.0043 memory: 577 2022/08/06 23:43:19 - mmengine - INFO - Epoch(val) [4][4200/6282] eta: 0:01:33 time: 0.0448 data_time: 0.0084 memory: 577 2022/08/06 23:43:20 - mmengine - INFO - Epoch(val) [4][4220/6282] eta: 0:01:26 time: 0.0419 data_time: 0.0045 memory: 577 2022/08/06 23:43:21 - mmengine - INFO - Epoch(val) [4][4240/6282] eta: 0:01:14 time: 0.0365 data_time: 0.0036 memory: 577 2022/08/06 23:43:21 - mmengine - INFO - Epoch(val) [4][4260/6282] eta: 0:01:15 time: 0.0376 data_time: 0.0032 memory: 576 2022/08/06 23:43:22 - mmengine - INFO - Epoch(val) [4][4280/6282] eta: 0:01:19 time: 0.0398 data_time: 0.0054 memory: 576 2022/08/06 23:43:23 - mmengine - INFO - Epoch(val) [4][4300/6282] eta: 0:01:12 time: 0.0364 data_time: 0.0043 memory: 576 2022/08/06 23:43:24 - mmengine - INFO - Epoch(val) [4][4320/6282] eta: 0:01:20 time: 0.0408 data_time: 0.0043 memory: 576 2022/08/06 23:43:24 - mmengine - INFO - Epoch(val) [4][4340/6282] eta: 0:01:14 time: 0.0381 data_time: 0.0048 memory: 576 2022/08/06 23:43:25 - mmengine - INFO - Epoch(val) [4][4360/6282] eta: 0:01:18 time: 0.0407 data_time: 0.0032 memory: 606 2022/08/06 23:43:27 - mmengine - INFO - Epoch(val) [4][4380/6282] eta: 0:02:17 time: 0.0724 data_time: 0.0035 memory: 606 2022/08/06 23:43:28 - mmengine - INFO - Epoch(val) [4][4400/6282] eta: 0:01:19 time: 0.0423 data_time: 0.0041 memory: 606 2022/08/06 23:43:28 - mmengine - INFO - Epoch(val) [4][4420/6282] eta: 0:01:20 time: 0.0431 data_time: 0.0052 memory: 606 2022/08/06 23:43:29 - mmengine - INFO - Epoch(val) [4][4440/6282] eta: 0:01:17 time: 0.0420 data_time: 0.0053 memory: 610 2022/08/06 23:43:30 - mmengine - INFO - Epoch(val) [4][4460/6282] eta: 0:01:19 time: 0.0435 data_time: 0.0039 memory: 610 2022/08/06 23:43:31 - mmengine - INFO - Epoch(val) [4][4480/6282] eta: 0:01:15 time: 0.0422 data_time: 0.0041 memory: 610 2022/08/06 23:43:32 - mmengine - INFO - Epoch(val) [4][4500/6282] eta: 0:01:12 time: 0.0409 data_time: 0.0053 memory: 610 2022/08/06 23:43:33 - mmengine - INFO - Epoch(val) [4][4520/6282] eta: 0:01:15 time: 0.0430 data_time: 0.0040 memory: 610 2022/08/06 23:43:34 - mmengine - INFO - Epoch(val) [4][4540/6282] eta: 0:01:12 time: 0.0416 data_time: 0.0054 memory: 579 2022/08/06 23:43:34 - mmengine - INFO - Epoch(val) [4][4560/6282] eta: 0:01:10 time: 0.0407 data_time: 0.0036 memory: 579 2022/08/06 23:43:35 - mmengine - INFO - Epoch(val) [4][4580/6282] eta: 0:01:06 time: 0.0388 data_time: 0.0023 memory: 579 2022/08/06 23:43:36 - mmengine - INFO - Epoch(val) [4][4600/6282] eta: 0:01:14 time: 0.0442 data_time: 0.0056 memory: 579 2022/08/06 23:43:37 - mmengine - INFO - Epoch(val) [4][4620/6282] eta: 0:01:07 time: 0.0407 data_time: 0.0041 memory: 579 2022/08/06 23:43:38 - mmengine - INFO - Epoch(val) [4][4640/6282] eta: 0:01:09 time: 0.0420 data_time: 0.0059 memory: 610 2022/08/06 23:43:39 - mmengine - INFO - Epoch(val) [4][4660/6282] eta: 0:01:06 time: 0.0412 data_time: 0.0040 memory: 610 2022/08/06 23:43:39 - mmengine - INFO - Epoch(val) [4][4680/6282] eta: 0:01:06 time: 0.0412 data_time: 0.0043 memory: 610 2022/08/06 23:43:40 - mmengine - INFO - Epoch(val) [4][4700/6282] eta: 0:01:03 time: 0.0399 data_time: 0.0040 memory: 610 2022/08/06 23:43:41 - mmengine - INFO - Epoch(val) [4][4720/6282] eta: 0:01:01 time: 0.0393 data_time: 0.0052 memory: 610 2022/08/06 23:43:42 - mmengine - INFO - Epoch(val) [4][4740/6282] eta: 0:01:01 time: 0.0400 data_time: 0.0030 memory: 590 2022/08/06 23:43:42 - mmengine - INFO - Epoch(val) [4][4760/6282] eta: 0:00:56 time: 0.0369 data_time: 0.0046 memory: 590 2022/08/06 23:43:43 - mmengine - INFO - Epoch(val) [4][4780/6282] eta: 0:01:03 time: 0.0422 data_time: 0.0044 memory: 590 2022/08/06 23:43:44 - mmengine - INFO - Epoch(val) [4][4800/6282] eta: 0:00:57 time: 0.0391 data_time: 0.0051 memory: 590 2022/08/06 23:43:45 - mmengine - INFO - Epoch(val) [4][4820/6282] eta: 0:01:02 time: 0.0428 data_time: 0.0038 memory: 606 2022/08/06 23:43:46 - mmengine - INFO - Epoch(val) [4][4840/6282] eta: 0:01:21 time: 0.0566 data_time: 0.0045 memory: 606 2022/08/06 23:43:47 - mmengine - INFO - Epoch(val) [4][4860/6282] eta: 0:01:01 time: 0.0435 data_time: 0.0044 memory: 606 2022/08/06 23:43:48 - mmengine - INFO - Epoch(val) [4][4880/6282] eta: 0:01:04 time: 0.0458 data_time: 0.0049 memory: 606 2022/08/06 23:43:49 - mmengine - INFO - Epoch(val) [4][4900/6282] eta: 0:01:00 time: 0.0436 data_time: 0.0054 memory: 606 2022/08/06 23:43:50 - mmengine - INFO - Epoch(val) [4][4920/6282] eta: 0:00:56 time: 0.0415 data_time: 0.0042 memory: 608 2022/08/06 23:43:50 - mmengine - INFO - Epoch(val) [4][4940/6282] eta: 0:00:55 time: 0.0415 data_time: 0.0036 memory: 608 2022/08/06 23:43:51 - mmengine - INFO - Epoch(val) [4][4960/6282] eta: 0:01:00 time: 0.0456 data_time: 0.0059 memory: 608 2022/08/06 23:43:52 - mmengine - INFO - Epoch(val) [4][4980/6282] eta: 0:00:55 time: 0.0429 data_time: 0.0046 memory: 608 2022/08/06 23:43:53 - mmengine - INFO - Epoch(val) [4][5000/6282] eta: 0:00:57 time: 0.0447 data_time: 0.0049 memory: 608 2022/08/06 23:43:54 - mmengine - INFO - Epoch(val) [4][5020/6282] eta: 0:00:49 time: 0.0396 data_time: 0.0047 memory: 608 2022/08/06 23:43:55 - mmengine - INFO - Epoch(val) [4][5040/6282] eta: 0:00:52 time: 0.0423 data_time: 0.0055 memory: 579 2022/08/06 23:43:56 - mmengine - INFO - Epoch(val) [4][5060/6282] eta: 0:00:45 time: 0.0374 data_time: 0.0031 memory: 579 2022/08/06 23:43:56 - mmengine - INFO - Epoch(val) [4][5080/6282] eta: 0:00:48 time: 0.0401 data_time: 0.0032 memory: 579 2022/08/06 23:43:57 - mmengine - INFO - Epoch(val) [4][5100/6282] eta: 0:00:46 time: 0.0396 data_time: 0.0036 memory: 579 2022/08/06 23:43:58 - mmengine - INFO - Epoch(val) [4][5120/6282] eta: 0:00:50 time: 0.0437 data_time: 0.0040 memory: 579 2022/08/06 23:43:59 - mmengine - INFO - Epoch(val) [4][5140/6282] eta: 0:00:48 time: 0.0427 data_time: 0.0051 memory: 577 2022/08/06 23:44:00 - mmengine - INFO - Epoch(val) [4][5160/6282] eta: 0:00:47 time: 0.0420 data_time: 0.0066 memory: 577 2022/08/06 23:44:01 - mmengine - INFO - Epoch(val) [4][5180/6282] eta: 0:00:46 time: 0.0421 data_time: 0.0050 memory: 577 2022/08/06 23:44:01 - mmengine - INFO - Epoch(val) [4][5200/6282] eta: 0:00:43 time: 0.0400 data_time: 0.0041 memory: 577 2022/08/06 23:44:02 - mmengine - INFO - Epoch(val) [4][5220/6282] eta: 0:00:47 time: 0.0446 data_time: 0.0060 memory: 577 2022/08/06 23:44:03 - mmengine - INFO - Epoch(val) [4][5240/6282] eta: 0:00:41 time: 0.0403 data_time: 0.0039 memory: 576 2022/08/06 23:44:04 - mmengine - INFO - Epoch(val) [4][5260/6282] eta: 0:00:43 time: 0.0421 data_time: 0.0037 memory: 576 2022/08/06 23:44:05 - mmengine - INFO - Epoch(val) [4][5280/6282] eta: 0:00:41 time: 0.0410 data_time: 0.0047 memory: 576 2022/08/06 23:44:06 - mmengine - INFO - Epoch(val) [4][5300/6282] eta: 0:01:17 time: 0.0793 data_time: 0.0059 memory: 576 2022/08/06 23:44:07 - mmengine - INFO - Epoch(val) [4][5320/6282] eta: 0:00:40 time: 0.0424 data_time: 0.0059 memory: 577 2022/08/06 23:44:08 - mmengine - INFO - Epoch(val) [4][5340/6282] eta: 0:00:37 time: 0.0402 data_time: 0.0043 memory: 577 2022/08/06 23:44:09 - mmengine - INFO - Epoch(val) [4][5360/6282] eta: 0:00:34 time: 0.0378 data_time: 0.0052 memory: 577 2022/08/06 23:44:10 - mmengine - INFO - Epoch(val) [4][5380/6282] eta: 0:00:36 time: 0.0408 data_time: 0.0032 memory: 577 2022/08/06 23:44:10 - mmengine - INFO - Epoch(val) [4][5400/6282] eta: 0:00:34 time: 0.0395 data_time: 0.0040 memory: 577 2022/08/06 23:44:11 - mmengine - INFO - Epoch(val) [4][5420/6282] eta: 0:00:36 time: 0.0418 data_time: 0.0043 memory: 577 2022/08/06 23:44:12 - mmengine - INFO - Epoch(val) [4][5440/6282] eta: 0:00:34 time: 0.0406 data_time: 0.0048 memory: 577 2022/08/06 23:44:13 - mmengine - INFO - Epoch(val) [4][5460/6282] eta: 0:00:33 time: 0.0409 data_time: 0.0053 memory: 577 2022/08/06 23:44:14 - mmengine - INFO - Epoch(val) [4][5480/6282] eta: 0:00:33 time: 0.0416 data_time: 0.0037 memory: 577 2022/08/06 23:44:15 - mmengine - INFO - Epoch(val) [4][5500/6282] eta: 0:00:34 time: 0.0436 data_time: 0.0047 memory: 577 2022/08/06 23:44:15 - mmengine - INFO - Epoch(val) [4][5520/6282] eta: 0:00:32 time: 0.0429 data_time: 0.0054 memory: 588 2022/08/06 23:44:16 - mmengine - INFO - Epoch(val) [4][5540/6282] eta: 0:00:35 time: 0.0477 data_time: 0.0072 memory: 588 2022/08/06 23:44:17 - mmengine - INFO - Epoch(val) [4][5560/6282] eta: 0:00:32 time: 0.0456 data_time: 0.0058 memory: 588 2022/08/06 23:44:18 - mmengine - INFO - Epoch(val) [4][5580/6282] eta: 0:00:32 time: 0.0461 data_time: 0.0040 memory: 588 2022/08/06 23:44:19 - mmengine - INFO - Epoch(val) [4][5600/6282] eta: 0:00:26 time: 0.0386 data_time: 0.0047 memory: 588 2022/08/06 23:44:20 - mmengine - INFO - Epoch(val) [4][5620/6282] eta: 0:00:25 time: 0.0387 data_time: 0.0036 memory: 588 2022/08/06 23:44:21 - mmengine - INFO - Epoch(val) [4][5640/6282] eta: 0:00:24 time: 0.0382 data_time: 0.0043 memory: 577 2022/08/06 23:44:21 - mmengine - INFO - Epoch(val) [4][5660/6282] eta: 0:00:24 time: 0.0401 data_time: 0.0050 memory: 577 2022/08/06 23:44:22 - mmengine - INFO - Epoch(val) [4][5680/6282] eta: 0:00:23 time: 0.0383 data_time: 0.0041 memory: 577 2022/08/06 23:44:23 - mmengine - INFO - Epoch(val) [4][5700/6282] eta: 0:00:23 time: 0.0406 data_time: 0.0045 memory: 577 2022/08/06 23:44:24 - mmengine - INFO - Epoch(val) [4][5720/6282] eta: 0:00:23 time: 0.0411 data_time: 0.0035 memory: 594 2022/08/06 23:44:25 - mmengine - INFO - Epoch(val) [4][5740/6282] eta: 0:00:22 time: 0.0414 data_time: 0.0041 memory: 594 2022/08/06 23:44:25 - mmengine - INFO - Epoch(val) [4][5760/6282] eta: 0:00:21 time: 0.0403 data_time: 0.0051 memory: 594 2022/08/06 23:44:27 - mmengine - INFO - Epoch(val) [4][5780/6282] eta: 0:00:35 time: 0.0709 data_time: 0.0042 memory: 594 2022/08/06 23:44:28 - mmengine - INFO - Epoch(val) [4][5800/6282] eta: 0:00:19 time: 0.0407 data_time: 0.0044 memory: 594 2022/08/06 23:44:29 - mmengine - INFO - Epoch(val) [4][5820/6282] eta: 0:00:18 time: 0.0393 data_time: 0.0042 memory: 594 2022/08/06 23:44:29 - mmengine - INFO - Epoch(val) [4][5840/6282] eta: 0:00:17 time: 0.0390 data_time: 0.0029 memory: 588 2022/08/06 23:44:30 - mmengine - INFO - Epoch(val) [4][5860/6282] eta: 0:00:17 time: 0.0406 data_time: 0.0047 memory: 588 2022/08/06 23:44:31 - mmengine - INFO - Epoch(val) [4][5880/6282] eta: 0:00:16 time: 0.0416 data_time: 0.0055 memory: 588 2022/08/06 23:44:32 - mmengine - INFO - Epoch(val) [4][5900/6282] eta: 0:00:16 time: 0.0422 data_time: 0.0043 memory: 588 2022/08/06 23:44:33 - mmengine - INFO - Epoch(val) [4][5920/6282] eta: 0:00:15 time: 0.0436 data_time: 0.0049 memory: 588 2022/08/06 23:44:34 - mmengine - INFO - Epoch(val) [4][5940/6282] eta: 0:00:13 time: 0.0405 data_time: 0.0044 memory: 577 2022/08/06 23:44:34 - mmengine - INFO - Epoch(val) [4][5960/6282] eta: 0:00:11 time: 0.0370 data_time: 0.0032 memory: 577 2022/08/06 23:44:35 - mmengine - INFO - Epoch(val) [4][5980/6282] eta: 0:00:12 time: 0.0400 data_time: 0.0049 memory: 577 2022/08/06 23:44:36 - mmengine - INFO - Epoch(val) [4][6000/6282] eta: 0:00:12 time: 0.0435 data_time: 0.0038 memory: 606 2022/08/06 23:44:37 - mmengine - INFO - Epoch(val) [4][6020/6282] eta: 0:00:10 time: 0.0406 data_time: 0.0036 memory: 606 2022/08/06 23:44:38 - mmengine - INFO - Epoch(val) [4][6040/6282] eta: 0:00:10 time: 0.0434 data_time: 0.0037 memory: 606 2022/08/06 23:44:38 - mmengine - INFO - Epoch(val) [4][6060/6282] eta: 0:00:09 time: 0.0413 data_time: 0.0046 memory: 606 2022/08/06 23:44:39 - mmengine - INFO - Epoch(val) [4][6080/6282] eta: 0:00:07 time: 0.0395 data_time: 0.0036 memory: 606 2022/08/06 23:44:40 - mmengine - INFO - Epoch(val) [4][6100/6282] eta: 0:00:06 time: 0.0345 data_time: 0.0029 memory: 606 2022/08/06 23:44:41 - mmengine - INFO - Epoch(val) [4][6120/6282] eta: 0:00:05 time: 0.0348 data_time: 0.0036 memory: 606 2022/08/06 23:44:41 - mmengine - INFO - Epoch(val) [4][6140/6282] eta: 0:00:05 time: 0.0367 data_time: 0.0031 memory: 606 2022/08/06 23:44:42 - mmengine - INFO - Epoch(val) [4][6160/6282] eta: 0:00:03 time: 0.0267 data_time: 0.0024 memory: 606 2022/08/06 23:44:42 - mmengine - INFO - Epoch(val) [4][6180/6282] eta: 0:00:02 time: 0.0201 data_time: 0.0013 memory: 606 2022/08/06 23:44:43 - mmengine - INFO - Epoch(val) [4][6200/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/06 23:44:43 - mmengine - INFO - Epoch(val) [4][6220/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/06 23:44:44 - mmengine - INFO - Epoch(val) [4][6240/6282] eta: 0:00:00 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/06 23:44:44 - mmengine - INFO - Epoch(val) [4][6260/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0013 memory: 606 2022/08/06 23:44:44 - mmengine - INFO - Epoch(val) [4][6280/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/06 23:49:45 - mmengine - INFO - Epoch(val) [4][6282/6282] mAP/mAP@0.5IOU: 0.1973 2022/08/06 23:49:45 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/ava_slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_4.pth is removed 2022/08/06 23:49:48 - mmengine - INFO - The best checkpoint with 0.1973 mAP/mAP@0.5IOU at 5 epoch is saved to best_mAP/mAP@0.5IOU_epoch_5.pth. 2022/08/06 23:49:56 - mmengine - INFO - Epoch(train) [5][20/1441] lr: 2.0000e-01 eta: 2:34:34 time: 0.4032 data_time: 0.0436 memory: 8503 grad_norm: 0.1092 recall@thr=0.5: 0.5504 prec@thr=0.5: 0.6557 recall@top3: 0.7303 prec@top3: 0.6404 recall@top5: 0.8947 prec@top5: 0.4895 loss_action_cls: 0.0568 loss: 0.0568 2022/08/06 23:50:03 - mmengine - INFO - Epoch(train) [5][40/1441] lr: 2.0000e-01 eta: 2:34:24 time: 0.3720 data_time: 0.0194 memory: 8503 grad_norm: 0.1144 recall@thr=0.5: 0.5732 prec@thr=0.5: 0.6626 recall@top3: 0.7703 prec@top3: 0.5935 recall@top5: 0.9370 prec@top5: 0.4439 loss_action_cls: 0.0596 loss: 0.0596 2022/08/06 23:50:12 - mmengine - INFO - Epoch(train) [5][60/1441] lr: 2.0000e-01 eta: 2:34:18 time: 0.4274 data_time: 0.0205 memory: 8503 grad_norm: 0.1143 recall@thr=0.5: 0.5570 prec@thr=0.5: 0.7193 recall@top3: 0.6952 prec@top3: 0.5351 recall@top5: 0.8268 prec@top5: 0.3947 loss_action_cls: 0.0581 loss: 0.0581 2022/08/06 23:50:19 - mmengine - INFO - Epoch(train) [5][80/1441] lr: 2.0000e-01 eta: 2:34:08 time: 0.3759 data_time: 0.0190 memory: 8503 grad_norm: 0.1148 recall@thr=0.5: 0.7263 prec@thr=0.5: 0.8109 recall@top3: 0.7635 prec@top3: 0.7564 recall@top5: 0.9087 prec@top5: 0.5462 loss_action_cls: 0.0596 loss: 0.0596 2022/08/06 23:50:27 - mmengine - INFO - Epoch(train) [5][100/1441] lr: 2.0000e-01 eta: 2:34:00 time: 0.4081 data_time: 0.0199 memory: 8503 grad_norm: 0.1077 recall@thr=0.5: 0.7178 prec@thr=0.5: 0.7749 recall@top3: 0.8041 prec@top3: 0.7018 recall@top5: 0.9327 prec@top5: 0.4947 loss_action_cls: 0.0585 loss: 0.0585 2022/08/06 23:50:35 - mmengine - INFO - Epoch(train) [5][120/1441] lr: 2.0000e-01 eta: 2:33:49 time: 0.3667 data_time: 0.0207 memory: 8503 grad_norm: 0.1089 recall@thr=0.5: 0.7456 prec@thr=0.5: 0.7260 recall@top3: 0.8260 prec@top3: 0.6199 recall@top5: 0.9298 prec@top5: 0.4281 loss_action_cls: 0.0533 loss: 0.0533 2022/08/06 23:50:43 - mmengine - INFO - Epoch(train) [5][140/1441] lr: 2.0000e-01 eta: 2:33:41 time: 0.4035 data_time: 0.0180 memory: 8503 grad_norm: 0.1112 recall@thr=0.5: 0.4806 prec@thr=0.5: 0.6183 recall@top3: 0.6917 prec@top3: 0.5556 recall@top5: 0.8931 prec@top5: 0.4333 loss_action_cls: 0.0591 loss: 0.0591 2022/08/06 23:50:50 - mmengine - INFO - Epoch(train) [5][160/1441] lr: 2.0000e-01 eta: 2:33:31 time: 0.3762 data_time: 0.0236 memory: 8503 grad_norm: 0.1161 recall@thr=0.5: 0.5543 prec@thr=0.5: 0.6008 recall@top3: 0.7229 prec@top3: 0.5581 recall@top5: 0.8682 prec@top5: 0.4140 loss_action_cls: 0.0645 loss: 0.0645 2022/08/06 23:50:59 - mmengine - INFO - Epoch(train) [5][180/1441] lr: 2.0000e-01 eta: 2:33:24 time: 0.4205 data_time: 0.0230 memory: 8503 grad_norm: 0.1084 recall@thr=0.5: 0.6862 prec@thr=0.5: 0.7113 recall@top3: 0.8209 prec@top3: 0.6738 recall@top5: 0.9379 prec@top5: 0.4766 loss_action_cls: 0.0544 loss: 0.0544 2022/08/06 23:51:06 - mmengine - INFO - Epoch(train) [5][200/1441] lr: 2.0000e-01 eta: 2:33:14 time: 0.3671 data_time: 0.0186 memory: 8503 grad_norm: 0.1074 recall@thr=0.5: 0.6521 prec@thr=0.5: 0.7733 recall@top3: 0.8000 prec@top3: 0.6333 recall@top5: 0.9125 prec@top5: 0.4450 loss_action_cls: 0.0532 loss: 0.0532 2022/08/06 23:51:14 - mmengine - INFO - Epoch(train) [5][220/1441] lr: 2.0000e-01 eta: 2:33:03 time: 0.3711 data_time: 0.0186 memory: 8503 grad_norm: 0.1029 recall@thr=0.5: 0.8083 prec@thr=0.5: 0.8417 recall@top3: 0.8458 prec@top3: 0.6583 recall@top5: 0.9458 prec@top5: 0.4600 loss_action_cls: 0.0587 loss: 0.0587 2022/08/06 23:51:20 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 23:51:21 - mmengine - INFO - Epoch(train) [5][240/1441] lr: 2.0000e-01 eta: 2:32:55 time: 0.3964 data_time: 0.0211 memory: 8503 grad_norm: 0.1038 recall@thr=0.5: 0.5482 prec@thr=0.5: 0.6667 recall@top3: 0.7719 prec@top3: 0.5000 recall@top5: 0.9605 prec@top5: 0.3895 loss_action_cls: 0.0580 loss: 0.0580 2022/08/06 23:51:29 - mmengine - INFO - Epoch(train) [5][260/1441] lr: 2.0000e-01 eta: 2:32:45 time: 0.3815 data_time: 0.0342 memory: 8503 grad_norm: 0.1016 recall@thr=0.5: 0.6881 prec@thr=0.5: 0.7938 recall@top3: 0.7477 prec@top3: 0.6610 recall@top5: 0.8760 prec@top5: 0.4780 loss_action_cls: 0.0571 loss: 0.0571 2022/08/06 23:51:36 - mmengine - INFO - Epoch(train) [5][280/1441] lr: 2.0000e-01 eta: 2:32:34 time: 0.3670 data_time: 0.0189 memory: 8503 grad_norm: 0.1021 recall@thr=0.5: 0.5892 prec@thr=0.5: 0.6867 recall@top3: 0.7025 prec@top3: 0.6173 recall@top5: 0.8852 prec@top5: 0.4778 loss_action_cls: 0.0577 loss: 0.0577 2022/08/06 23:51:44 - mmengine - INFO - Epoch(train) [5][300/1441] lr: 2.0000e-01 eta: 2:32:26 time: 0.4021 data_time: 0.0173 memory: 8503 grad_norm: 0.1056 recall@thr=0.5: 0.4799 prec@thr=0.5: 0.6188 recall@top3: 0.6343 prec@top3: 0.5679 recall@top5: 0.8596 prec@top5: 0.4556 loss_action_cls: 0.0585 loss: 0.0585 2022/08/06 23:51:52 - mmengine - INFO - Epoch(train) [5][320/1441] lr: 2.0000e-01 eta: 2:32:16 time: 0.3665 data_time: 0.0199 memory: 8503 grad_norm: 0.1069 recall@thr=0.5: 0.6226 prec@thr=0.5: 0.8145 recall@top3: 0.8003 prec@top3: 0.6855 recall@top5: 0.9591 prec@top5: 0.5057 loss_action_cls: 0.0566 loss: 0.0566 2022/08/06 23:52:00 - mmengine - INFO - Epoch(train) [5][340/1441] lr: 2.0000e-01 eta: 2:32:09 time: 0.4123 data_time: 0.0196 memory: 8503 grad_norm: 0.1076 recall@thr=0.5: 0.6611 prec@thr=0.5: 0.6981 recall@top3: 0.7519 prec@top3: 0.5852 recall@top5: 0.9556 prec@top5: 0.4622 loss_action_cls: 0.0615 loss: 0.0615 2022/08/06 23:52:07 - mmengine - INFO - Epoch(train) [5][360/1441] lr: 2.0000e-01 eta: 2:31:58 time: 0.3734 data_time: 0.0206 memory: 8503 grad_norm: 0.1095 recall@thr=0.5: 0.5597 prec@thr=0.5: 0.7364 recall@top3: 0.7779 prec@top3: 0.7364 recall@top5: 0.9151 prec@top5: 0.5302 loss_action_cls: 0.0520 loss: 0.0520 2022/08/06 23:52:15 - mmengine - INFO - Epoch(train) [5][380/1441] lr: 2.0000e-01 eta: 2:31:49 time: 0.3873 data_time: 0.0202 memory: 8503 grad_norm: 0.1078 recall@thr=0.5: 0.7759 prec@thr=0.5: 0.7807 recall@top3: 0.7987 prec@top3: 0.6667 recall@top5: 0.9518 prec@top5: 0.4947 loss_action_cls: 0.0579 loss: 0.0579 2022/08/06 23:52:23 - mmengine - INFO - Epoch(train) [5][400/1441] lr: 2.0000e-01 eta: 2:31:42 time: 0.4078 data_time: 0.0216 memory: 8503 grad_norm: 0.1040 recall@thr=0.5: 0.6761 prec@thr=0.5: 0.7348 recall@top3: 0.7708 prec@top3: 0.5985 recall@top5: 0.8693 prec@top5: 0.4136 loss_action_cls: 0.0588 loss: 0.0588 2022/08/06 23:52:31 - mmengine - INFO - Epoch(train) [5][420/1441] lr: 2.0000e-01 eta: 2:31:33 time: 0.3870 data_time: 0.0210 memory: 8503 grad_norm: 0.1000 recall@thr=0.5: 0.6170 prec@thr=0.5: 0.7462 recall@top3: 0.7511 prec@top3: 0.6439 recall@top5: 0.8947 prec@top5: 0.4682 loss_action_cls: 0.0511 loss: 0.0511 2022/08/06 23:52:39 - mmengine - INFO - Epoch(train) [5][440/1441] lr: 2.0000e-01 eta: 2:31:24 time: 0.3999 data_time: 0.0227 memory: 8503 grad_norm: 0.1043 recall@thr=0.5: 0.5814 prec@thr=0.5: 0.6667 recall@top3: 0.8120 prec@top3: 0.5349 recall@top5: 0.9612 prec@top5: 0.3953 loss_action_cls: 0.0531 loss: 0.0531 2022/08/06 23:52:47 - mmengine - INFO - Epoch(train) [5][460/1441] lr: 2.0000e-01 eta: 2:31:14 time: 0.3723 data_time: 0.0228 memory: 8503 grad_norm: 0.1039 recall@thr=0.5: 0.6136 prec@thr=0.5: 0.7140 recall@top3: 0.6742 prec@top3: 0.6288 recall@top5: 0.8333 prec@top5: 0.4818 loss_action_cls: 0.0599 loss: 0.0599 2022/08/06 23:52:54 - mmengine - INFO - Epoch(train) [5][480/1441] lr: 2.0000e-01 eta: 2:31:04 time: 0.3680 data_time: 0.0217 memory: 8503 grad_norm: 0.1031 recall@thr=0.5: 0.6594 prec@thr=0.5: 0.7428 recall@top3: 0.7826 prec@top3: 0.5580 recall@top5: 0.9565 prec@top5: 0.4174 loss_action_cls: 0.0535 loss: 0.0535 2022/08/06 23:53:02 - mmengine - INFO - Epoch(train) [5][500/1441] lr: 2.0000e-01 eta: 2:30:56 time: 0.3986 data_time: 0.0179 memory: 8503 grad_norm: 0.1038 recall@thr=0.5: 0.7074 prec@thr=0.5: 0.6783 recall@top3: 0.7655 prec@top3: 0.5659 recall@top5: 0.8915 prec@top5: 0.4047 loss_action_cls: 0.0624 loss: 0.0624 2022/08/06 23:53:10 - mmengine - INFO - Epoch(train) [5][520/1441] lr: 2.0000e-01 eta: 2:30:48 time: 0.4021 data_time: 0.0242 memory: 8503 grad_norm: 0.1046 recall@thr=0.5: 0.7585 prec@thr=0.5: 0.8848 recall@top3: 0.8706 prec@top3: 0.8227 recall@top5: 0.9738 prec@top5: 0.5702 loss_action_cls: 0.0581 loss: 0.0581 2022/08/06 23:53:18 - mmengine - INFO - Epoch(train) [5][540/1441] lr: 2.0000e-01 eta: 2:30:40 time: 0.4051 data_time: 0.0177 memory: 8503 grad_norm: 0.1082 recall@thr=0.5: 0.5541 prec@thr=0.5: 0.6243 recall@top3: 0.6667 prec@top3: 0.5766 recall@top5: 0.8716 prec@top5: 0.4595 loss_action_cls: 0.0568 loss: 0.0568 2022/08/06 23:53:25 - mmengine - INFO - Epoch(train) [5][560/1441] lr: 2.0000e-01 eta: 2:30:29 time: 0.3681 data_time: 0.0212 memory: 8503 grad_norm: 0.1021 recall@thr=0.5: 0.6373 prec@thr=0.5: 0.7083 recall@top3: 0.7361 prec@top3: 0.6420 recall@top5: 0.9043 prec@top5: 0.4852 loss_action_cls: 0.0566 loss: 0.0566 2022/08/06 23:53:33 - mmengine - INFO - Epoch(train) [5][580/1441] lr: 2.0000e-01 eta: 2:30:21 time: 0.3915 data_time: 0.0226 memory: 8503 grad_norm: 0.0992 recall@thr=0.5: 0.5817 prec@thr=0.5: 0.6964 recall@top3: 0.7278 prec@top3: 0.5952 recall@top5: 0.8881 prec@top5: 0.4381 loss_action_cls: 0.0542 loss: 0.0542 2022/08/06 23:53:41 - mmengine - INFO - Epoch(train) [5][600/1441] lr: 2.0000e-01 eta: 2:30:12 time: 0.3939 data_time: 0.0227 memory: 8503 grad_norm: 0.1014 recall@thr=0.5: 0.5873 prec@thr=0.5: 0.7150 recall@top3: 0.6930 prec@top3: 0.6067 recall@top5: 0.8787 prec@top5: 0.4680 loss_action_cls: 0.0547 loss: 0.0547 2022/08/06 23:53:49 - mmengine - INFO - Epoch(train) [5][620/1441] lr: 2.0000e-01 eta: 2:30:03 time: 0.3917 data_time: 0.0204 memory: 8503 grad_norm: 0.1001 recall@thr=0.5: 0.6046 prec@thr=0.5: 0.5745 recall@top3: 0.7074 prec@top3: 0.5461 recall@top5: 0.9025 prec@top5: 0.4340 loss_action_cls: 0.0598 loss: 0.0598 2022/08/06 23:53:56 - mmengine - INFO - Epoch(train) [5][640/1441] lr: 2.0000e-01 eta: 2:29:53 time: 0.3693 data_time: 0.0230 memory: 8503 grad_norm: 0.1075 recall@thr=0.5: 0.5752 prec@thr=0.5: 0.7157 recall@top3: 0.7582 prec@top3: 0.6863 recall@top5: 0.8791 prec@top5: 0.4902 loss_action_cls: 0.0552 loss: 0.0552 2022/08/06 23:54:04 - mmengine - INFO - Epoch(train) [5][660/1441] lr: 2.0000e-01 eta: 2:29:45 time: 0.3980 data_time: 0.0182 memory: 8503 grad_norm: 0.1050 recall@thr=0.5: 0.5929 prec@thr=0.5: 0.7372 recall@top3: 0.7388 prec@top3: 0.6731 recall@top5: 0.8862 prec@top5: 0.4923 loss_action_cls: 0.0533 loss: 0.0533 2022/08/06 23:54:12 - mmengine - INFO - Epoch(train) [5][680/1441] lr: 2.0000e-01 eta: 2:29:36 time: 0.3894 data_time: 0.0252 memory: 8503 grad_norm: 0.1068 recall@thr=0.5: 0.6296 prec@thr=0.5: 0.6806 recall@top3: 0.8079 prec@top3: 0.5185 recall@top5: 0.9074 prec@top5: 0.3611 loss_action_cls: 0.0528 loss: 0.0528 2022/08/06 23:54:20 - mmengine - INFO - Epoch(train) [5][700/1441] lr: 2.0000e-01 eta: 2:29:28 time: 0.3979 data_time: 0.0196 memory: 8503 grad_norm: 0.0998 recall@thr=0.5: 0.5557 prec@thr=0.5: 0.6839 recall@top3: 0.8158 prec@top3: 0.6667 recall@top5: 0.9486 prec@top5: 0.4931 loss_action_cls: 0.0532 loss: 0.0532 2022/08/06 23:54:28 - mmengine - INFO - Epoch(train) [5][720/1441] lr: 2.0000e-01 eta: 2:29:21 time: 0.4167 data_time: 0.0242 memory: 8503 grad_norm: 0.1012 recall@thr=0.5: 0.6047 prec@thr=0.5: 0.7395 recall@top3: 0.7248 prec@top3: 0.6434 recall@top5: 0.8895 prec@top5: 0.4884 loss_action_cls: 0.0537 loss: 0.0537 2022/08/06 23:54:36 - mmengine - INFO - Epoch(train) [5][740/1441] lr: 2.0000e-01 eta: 2:29:11 time: 0.3765 data_time: 0.0173 memory: 8503 grad_norm: 0.0978 recall@thr=0.5: 0.6014 prec@thr=0.5: 0.7275 recall@top3: 0.7464 prec@top3: 0.6757 recall@top5: 0.9824 prec@top5: 0.5405 loss_action_cls: 0.0531 loss: 0.0531 2022/08/06 23:54:44 - mmengine - INFO - Epoch(train) [5][760/1441] lr: 2.0000e-01 eta: 2:29:02 time: 0.3920 data_time: 0.0227 memory: 8503 grad_norm: 0.1067 recall@thr=0.5: 0.5601 prec@thr=0.5: 0.6802 recall@top3: 0.6318 prec@top3: 0.5736 recall@top5: 0.8120 prec@top5: 0.4512 loss_action_cls: 0.0558 loss: 0.0558 2022/08/06 23:54:51 - mmengine - INFO - Epoch(train) [5][780/1441] lr: 2.0000e-01 eta: 2:28:53 time: 0.3737 data_time: 0.0194 memory: 8503 grad_norm: 0.1070 recall@thr=0.5: 0.5333 prec@thr=0.5: 0.7521 recall@top3: 0.6833 prec@top3: 0.5500 recall@top5: 0.8708 prec@top5: 0.4400 loss_action_cls: 0.0585 loss: 0.0585 2022/08/06 23:55:00 - mmengine - INFO - Epoch(train) [5][800/1441] lr: 2.0000e-01 eta: 2:28:46 time: 0.4167 data_time: 0.0233 memory: 8503 grad_norm: 0.1086 recall@thr=0.5: 0.6823 prec@thr=0.5: 0.6806 recall@top3: 0.7622 prec@top3: 0.5972 recall@top5: 0.9288 prec@top5: 0.4583 loss_action_cls: 0.0546 loss: 0.0546 2022/08/06 23:55:08 - mmengine - INFO - Epoch(train) [5][820/1441] lr: 2.0000e-01 eta: 2:28:37 time: 0.3981 data_time: 0.0245 memory: 8503 grad_norm: 0.1145 recall@thr=0.5: 0.5323 prec@thr=0.5: 0.6011 recall@top3: 0.6589 prec@top3: 0.6170 recall@top5: 0.8479 prec@top5: 0.4851 loss_action_cls: 0.0545 loss: 0.0545 2022/08/06 23:55:15 - mmengine - INFO - Epoch(train) [5][840/1441] lr: 2.0000e-01 eta: 2:28:28 time: 0.3770 data_time: 0.0241 memory: 8503 grad_norm: 0.1019 recall@thr=0.5: 0.7419 prec@thr=0.5: 0.7738 recall@top3: 0.8419 prec@top3: 0.7238 recall@top5: 0.9400 prec@top5: 0.4971 loss_action_cls: 0.0514 loss: 0.0514 2022/08/06 23:55:23 - mmengine - INFO - Epoch(train) [5][860/1441] lr: 2.0000e-01 eta: 2:28:20 time: 0.4029 data_time: 0.0221 memory: 8503 grad_norm: 0.0979 recall@thr=0.5: 0.5076 prec@thr=0.5: 0.6364 recall@top3: 0.6780 prec@top3: 0.5682 recall@top5: 0.8902 prec@top5: 0.4455 loss_action_cls: 0.0531 loss: 0.0531 2022/08/06 23:55:31 - mmengine - INFO - Epoch(train) [5][880/1441] lr: 2.0000e-01 eta: 2:28:10 time: 0.3720 data_time: 0.0233 memory: 8503 grad_norm: 0.0954 recall@thr=0.5: 0.7120 prec@thr=0.5: 0.7391 recall@top3: 0.8134 prec@top3: 0.6594 recall@top5: 0.9094 prec@top5: 0.4609 loss_action_cls: 0.0512 loss: 0.0512 2022/08/06 23:55:39 - mmengine - INFO - Epoch(train) [5][900/1441] lr: 2.0000e-01 eta: 2:28:02 time: 0.4099 data_time: 0.0222 memory: 8503 grad_norm: 0.1002 recall@thr=0.5: 0.6912 prec@thr=0.5: 0.8912 recall@top3: 0.8505 prec@top3: 0.6765 recall@top5: 0.9069 prec@top5: 0.4353 loss_action_cls: 0.0529 loss: 0.0529 2022/08/06 23:55:46 - mmengine - INFO - Epoch(train) [5][920/1441] lr: 2.0000e-01 eta: 2:27:53 time: 0.3758 data_time: 0.0226 memory: 8503 grad_norm: 0.1092 recall@thr=0.5: 0.7159 prec@thr=0.5: 0.6989 recall@top3: 0.8504 prec@top3: 0.6742 recall@top5: 0.9640 prec@top5: 0.4818 loss_action_cls: 0.0509 loss: 0.0509 2022/08/06 23:55:54 - mmengine - INFO - Epoch(train) [5][940/1441] lr: 2.0000e-01 eta: 2:27:43 time: 0.3715 data_time: 0.0210 memory: 8503 grad_norm: 0.1081 recall@thr=0.5: 0.7179 prec@thr=0.5: 0.7393 recall@top3: 0.7821 prec@top3: 0.6838 recall@top5: 0.9124 prec@top5: 0.4872 loss_action_cls: 0.0534 loss: 0.0534 2022/08/06 23:56:02 - mmengine - INFO - Epoch(train) [5][960/1441] lr: 2.0000e-01 eta: 2:27:36 time: 0.4159 data_time: 0.0259 memory: 8503 grad_norm: 0.1004 recall@thr=0.5: 0.7006 prec@thr=0.5: 0.7044 recall@top3: 0.7513 prec@top3: 0.6289 recall@top5: 0.9016 prec@top5: 0.4717 loss_action_cls: 0.0537 loss: 0.0537 2022/08/06 23:56:10 - mmengine - INFO - Epoch(train) [5][980/1441] lr: 2.0000e-01 eta: 2:27:27 time: 0.3956 data_time: 0.0193 memory: 8503 grad_norm: 0.0968 recall@thr=0.5: 0.6106 prec@thr=0.5: 0.7098 recall@top3: 0.6796 prec@top3: 0.5977 recall@top5: 0.8405 prec@top5: 0.4586 loss_action_cls: 0.0575 loss: 0.0575 2022/08/06 23:56:18 - mmengine - INFO - Epoch(train) [5][1000/1441] lr: 2.0000e-01 eta: 2:27:18 time: 0.3842 data_time: 0.0229 memory: 8503 grad_norm: 0.1005 recall@thr=0.5: 0.6719 prec@thr=0.5: 0.6926 recall@top3: 0.7596 prec@top3: 0.6000 recall@top5: 0.9141 prec@top5: 0.4311 loss_action_cls: 0.0559 loss: 0.0559 2022/08/06 23:56:25 - mmengine - INFO - Epoch(train) [5][1020/1441] lr: 2.0000e-01 eta: 2:27:09 time: 0.3726 data_time: 0.0196 memory: 8503 grad_norm: 0.1005 recall@thr=0.5: 0.5423 prec@thr=0.5: 0.7207 recall@top3: 0.7148 prec@top3: 0.6103 recall@top5: 0.8521 prec@top5: 0.4394 loss_action_cls: 0.0558 loss: 0.0558 2022/08/06 23:56:33 - mmengine - INFO - Epoch(train) [5][1040/1441] lr: 2.0000e-01 eta: 2:27:00 time: 0.3959 data_time: 0.0187 memory: 8503 grad_norm: 0.1064 recall@thr=0.5: 0.7438 prec@thr=0.5: 0.6750 recall@top3: 0.8083 prec@top3: 0.5500 recall@top5: 0.9229 prec@top5: 0.3950 loss_action_cls: 0.0542 loss: 0.0542 2022/08/06 23:56:41 - mmengine - INFO - Epoch(train) [5][1060/1441] lr: 2.0000e-01 eta: 2:26:52 time: 0.3964 data_time: 0.0240 memory: 8503 grad_norm: 0.0993 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.6083 recall@top3: 0.8083 prec@top3: 0.5583 recall@top5: 0.9000 prec@top5: 0.3900 loss_action_cls: 0.0537 loss: 0.0537 2022/08/06 23:56:49 - mmengine - INFO - Epoch(train) [5][1080/1441] lr: 2.0000e-01 eta: 2:26:43 time: 0.3914 data_time: 0.0235 memory: 8503 grad_norm: 0.0977 recall@thr=0.5: 0.6837 prec@thr=0.5: 0.7483 recall@top3: 0.7690 prec@top3: 0.6400 recall@top5: 0.9017 prec@top5: 0.4640 loss_action_cls: 0.0614 loss: 0.0614 2022/08/06 23:56:56 - mmengine - INFO - Epoch(train) [5][1100/1441] lr: 2.0000e-01 eta: 2:26:34 time: 0.3767 data_time: 0.0194 memory: 8503 grad_norm: 0.0975 recall@thr=0.5: 0.6369 prec@thr=0.5: 0.6933 recall@top3: 0.7418 prec@top3: 0.6099 recall@top5: 0.8887 prec@top5: 0.4511 loss_action_cls: 0.0535 loss: 0.0535 2022/08/06 23:57:04 - mmengine - INFO - Epoch(train) [5][1120/1441] lr: 2.0000e-01 eta: 2:26:25 time: 0.3894 data_time: 0.0297 memory: 8503 grad_norm: 0.0986 recall@thr=0.5: 0.6016 prec@thr=0.5: 0.7073 recall@top3: 0.8008 prec@top3: 0.6179 recall@top5: 0.8902 prec@top5: 0.4244 loss_action_cls: 0.0547 loss: 0.0547 2022/08/06 23:57:12 - mmengine - INFO - Epoch(train) [5][1140/1441] lr: 2.0000e-01 eta: 2:26:17 time: 0.4045 data_time: 0.0216 memory: 8503 grad_norm: 0.0989 recall@thr=0.5: 0.6622 prec@thr=0.5: 0.7342 recall@top3: 0.8333 prec@top3: 0.6036 recall@top5: 0.9730 prec@top5: 0.4270 loss_action_cls: 0.0530 loss: 0.0530 2022/08/06 23:57:20 - mmengine - INFO - Epoch(train) [5][1160/1441] lr: 2.0000e-01 eta: 2:26:09 time: 0.4030 data_time: 0.0246 memory: 8503 grad_norm: 0.1072 recall@thr=0.5: 0.6754 prec@thr=0.5: 0.6206 recall@top3: 0.8136 prec@top3: 0.5439 recall@top5: 0.9693 prec@top5: 0.3947 loss_action_cls: 0.0517 loss: 0.0517 2022/08/06 23:57:28 - mmengine - INFO - Epoch(train) [5][1180/1441] lr: 2.0000e-01 eta: 2:26:01 time: 0.3933 data_time: 0.0215 memory: 8503 grad_norm: 0.0962 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.6542 recall@top3: 0.8167 prec@top3: 0.6583 recall@top5: 0.9625 prec@top5: 0.4700 loss_action_cls: 0.0536 loss: 0.0536 2022/08/06 23:57:35 - mmengine - INFO - Epoch(train) [5][1200/1441] lr: 2.0000e-01 eta: 2:25:51 time: 0.3684 data_time: 0.0233 memory: 8503 grad_norm: 0.0996 recall@thr=0.5: 0.6809 prec@thr=0.5: 0.6748 recall@top3: 0.7215 prec@top3: 0.5366 recall@top5: 0.8821 prec@top5: 0.4098 loss_action_cls: 0.0539 loss: 0.0539 2022/08/06 23:57:43 - mmengine - INFO - Epoch(train) [5][1220/1441] lr: 2.0000e-01 eta: 2:25:42 time: 0.3780 data_time: 0.0202 memory: 8503 grad_norm: 0.0987 recall@thr=0.5: 0.6228 prec@thr=0.5: 0.7039 recall@top3: 0.6864 prec@top3: 0.5175 recall@top5: 0.8706 prec@top5: 0.3947 loss_action_cls: 0.0570 loss: 0.0570 2022/08/06 23:57:49 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 23:57:51 - mmengine - INFO - Epoch(train) [5][1240/1441] lr: 2.0000e-01 eta: 2:25:33 time: 0.3961 data_time: 0.0241 memory: 8503 grad_norm: 0.0959 recall@thr=0.5: 0.6210 prec@thr=0.5: 0.6111 recall@top3: 0.7480 prec@top3: 0.5873 recall@top5: 0.8889 prec@top5: 0.4381 loss_action_cls: 0.0540 loss: 0.0540 2022/08/06 23:57:59 - mmengine - INFO - Epoch(train) [5][1260/1441] lr: 2.0000e-01 eta: 2:25:24 time: 0.3814 data_time: 0.0229 memory: 8503 grad_norm: 0.0956 recall@thr=0.5: 0.6830 prec@thr=0.5: 0.7663 recall@top3: 0.7880 prec@top3: 0.6594 recall@top5: 0.9112 prec@top5: 0.4696 loss_action_cls: 0.0506 loss: 0.0506 2022/08/06 23:58:06 - mmengine - INFO - Epoch(train) [5][1280/1441] lr: 2.0000e-01 eta: 2:25:14 time: 0.3745 data_time: 0.0226 memory: 8503 grad_norm: 0.1021 recall@thr=0.5: 0.5621 prec@thr=0.5: 0.6418 recall@top3: 0.6915 prec@top3: 0.5532 recall@top5: 0.8812 prec@top5: 0.4340 loss_action_cls: 0.0523 loss: 0.0523 2022/08/06 23:58:14 - mmengine - INFO - Epoch(train) [5][1300/1441] lr: 2.0000e-01 eta: 2:25:07 time: 0.4029 data_time: 0.0213 memory: 8503 grad_norm: 0.1018 recall@thr=0.5: 0.7142 prec@thr=0.5: 0.7773 recall@top3: 0.8248 prec@top3: 0.7273 recall@top5: 0.9297 prec@top5: 0.5055 loss_action_cls: 0.0548 loss: 0.0548 2022/08/06 23:58:22 - mmengine - INFO - Epoch(train) [5][1320/1441] lr: 2.0000e-01 eta: 2:24:58 time: 0.3820 data_time: 0.0237 memory: 8503 grad_norm: 0.0969 recall@thr=0.5: 0.6522 prec@thr=0.5: 0.8043 recall@top3: 0.8333 prec@top3: 0.5797 recall@top5: 0.9094 prec@top5: 0.3870 loss_action_cls: 0.0537 loss: 0.0537 2022/08/06 23:58:30 - mmengine - INFO - Epoch(train) [5][1340/1441] lr: 2.0000e-01 eta: 2:24:50 time: 0.4068 data_time: 0.0240 memory: 8503 grad_norm: 0.1015 recall@thr=0.5: 0.6377 prec@thr=0.5: 0.5942 recall@top3: 0.8007 prec@top3: 0.6304 recall@top5: 0.9366 prec@top5: 0.4435 loss_action_cls: 0.0516 loss: 0.0516 2022/08/06 23:58:38 - mmengine - INFO - Epoch(train) [5][1360/1441] lr: 2.0000e-01 eta: 2:24:42 time: 0.3950 data_time: 0.0226 memory: 8503 grad_norm: 0.0997 recall@thr=0.5: 0.6071 prec@thr=0.5: 0.6463 recall@top3: 0.7466 prec@top3: 0.6327 recall@top5: 0.9014 prec@top5: 0.4612 loss_action_cls: 0.0568 loss: 0.0568 2022/08/06 23:58:45 - mmengine - INFO - Epoch(train) [5][1380/1441] lr: 2.0000e-01 eta: 2:24:32 time: 0.3773 data_time: 0.0189 memory: 8503 grad_norm: 0.1056 recall@thr=0.5: 0.5340 prec@thr=0.5: 0.7482 recall@top3: 0.7344 prec@top3: 0.6667 recall@top5: 0.9397 prec@top5: 0.5277 loss_action_cls: 0.0545 loss: 0.0545 2022/08/06 23:58:53 - mmengine - INFO - Epoch(train) [5][1400/1441] lr: 2.0000e-01 eta: 2:24:24 time: 0.3994 data_time: 0.0186 memory: 8503 grad_norm: 0.1017 recall@thr=0.5: 0.5482 prec@thr=0.5: 0.6170 recall@top3: 0.6319 prec@top3: 0.5532 recall@top5: 0.8475 prec@top5: 0.4298 loss_action_cls: 0.0560 loss: 0.0560 2022/08/06 23:59:02 - mmengine - INFO - Epoch(train) [5][1420/1441] lr: 2.0000e-01 eta: 2:24:18 time: 0.4365 data_time: 0.0298 memory: 8503 grad_norm: 0.1012 recall@thr=0.5: 0.7492 prec@thr=0.5: 0.7434 recall@top3: 0.8078 prec@top3: 0.6822 recall@top5: 0.9279 prec@top5: 0.4977 loss_action_cls: 0.0496 loss: 0.0496 2022/08/06 23:59:10 - mmengine - INFO - Epoch(train) [5][1440/1441] lr: 2.0000e-01 eta: 2:24:09 time: 0.3754 data_time: 0.0208 memory: 8503 grad_norm: 0.1018 recall@thr=0.5: 0.6810 prec@thr=0.5: 0.8121 recall@top3: 0.8075 prec@top3: 0.7989 recall@top5: 0.9195 prec@top5: 0.5621 loss_action_cls: 0.0552 loss: 0.0552 2022/08/06 23:59:10 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/06 23:59:10 - mmengine - INFO - Epoch(train) [5][1441/1441] lr: 2.0000e-01 eta: 2:24:09 time: 0.3685 data_time: 0.0221 memory: 4495 grad_norm: 0.1035 recall@thr=0.5: 0.4565 prec@thr=0.5: 0.6377 recall@top3: 0.6812 prec@top3: 0.5217 recall@top5: 0.8623 prec@top5: 0.4261 loss_action_cls: 0.0561 loss: 0.0561 2022/08/06 23:59:10 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/08/06 23:59:16 - mmengine - INFO - Epoch(val) [5][20/6282] eta: 0:04:29 time: 0.0431 data_time: 0.0078 memory: 560 2022/08/06 23:59:17 - mmengine - INFO - Epoch(val) [5][40/6282] eta: 0:04:22 time: 0.0420 data_time: 0.0044 memory: 560 2022/08/06 23:59:17 - mmengine - INFO - Epoch(val) [5][60/6282] eta: 0:04:00 time: 0.0387 data_time: 0.0028 memory: 560 2022/08/06 23:59:18 - mmengine - INFO - Epoch(val) [5][80/6282] eta: 0:04:05 time: 0.0397 data_time: 0.0035 memory: 560 2022/08/06 23:59:19 - mmengine - INFO - Epoch(val) [5][100/6282] eta: 0:04:19 time: 0.0419 data_time: 0.0035 memory: 560 2022/08/06 23:59:20 - mmengine - INFO - Epoch(val) [5][120/6282] eta: 0:04:20 time: 0.0423 data_time: 0.0040 memory: 606 2022/08/06 23:59:21 - mmengine - INFO - Epoch(val) [5][140/6282] eta: 0:04:11 time: 0.0409 data_time: 0.0049 memory: 606 2022/08/06 23:59:22 - mmengine - INFO - Epoch(val) [5][160/6282] eta: 0:04:23 time: 0.0430 data_time: 0.0051 memory: 606 2022/08/06 23:59:22 - mmengine - INFO - Epoch(val) [5][180/6282] eta: 0:04:23 time: 0.0432 data_time: 0.0045 memory: 606 2022/08/06 23:59:23 - mmengine - INFO - Epoch(val) [5][200/6282] eta: 0:04:26 time: 0.0439 data_time: 0.0063 memory: 606 2022/08/06 23:59:24 - mmengine - INFO - Epoch(val) [5][220/6282] eta: 0:04:46 time: 0.0472 data_time: 0.0045 memory: 577 2022/08/06 23:59:25 - mmengine - INFO - Epoch(val) [5][240/6282] eta: 0:04:23 time: 0.0436 data_time: 0.0055 memory: 577 2022/08/06 23:59:26 - mmengine - INFO - Epoch(val) [5][260/6282] eta: 0:04:24 time: 0.0440 data_time: 0.0034 memory: 577 2022/08/06 23:59:28 - mmengine - INFO - Epoch(val) [5][280/6282] eta: 0:07:13 time: 0.0722 data_time: 0.0063 memory: 577 2022/08/06 23:59:28 - mmengine - INFO - Epoch(val) [5][300/6282] eta: 0:04:20 time: 0.0435 data_time: 0.0066 memory: 606 2022/08/06 23:59:29 - mmengine - INFO - Epoch(val) [5][320/6282] eta: 0:04:41 time: 0.0473 data_time: 0.0039 memory: 606 2022/08/06 23:59:30 - mmengine - INFO - Epoch(val) [5][340/6282] eta: 0:04:11 time: 0.0424 data_time: 0.0028 memory: 606 2022/08/06 23:59:31 - mmengine - INFO - Epoch(val) [5][360/6282] eta: 0:04:12 time: 0.0427 data_time: 0.0045 memory: 606 2022/08/06 23:59:32 - mmengine - INFO - Epoch(val) [5][380/6282] eta: 0:04:15 time: 0.0433 data_time: 0.0045 memory: 606 2022/08/06 23:59:33 - mmengine - INFO - Epoch(val) [5][400/6282] eta: 0:04:11 time: 0.0427 data_time: 0.0052 memory: 606 2022/08/06 23:59:34 - mmengine - INFO - Epoch(val) [5][420/6282] eta: 0:03:46 time: 0.0386 data_time: 0.0048 memory: 579 2022/08/06 23:59:34 - mmengine - INFO - Epoch(val) [5][440/6282] eta: 0:04:05 time: 0.0421 data_time: 0.0046 memory: 579 2022/08/06 23:59:35 - mmengine - INFO - Epoch(val) [5][460/6282] eta: 0:03:54 time: 0.0403 data_time: 0.0042 memory: 579 2022/08/06 23:59:36 - mmengine - INFO - Epoch(val) [5][480/6282] eta: 0:03:42 time: 0.0383 data_time: 0.0042 memory: 579 2022/08/06 23:59:37 - mmengine - INFO - Epoch(val) [5][500/6282] eta: 0:03:47 time: 0.0394 data_time: 0.0039 memory: 579 2022/08/06 23:59:38 - mmengine - INFO - Epoch(val) [5][520/6282] eta: 0:04:06 time: 0.0428 data_time: 0.0038 memory: 577 2022/08/06 23:59:38 - mmengine - INFO - Epoch(val) [5][540/6282] eta: 0:03:44 time: 0.0390 data_time: 0.0038 memory: 577 2022/08/06 23:59:39 - mmengine - INFO - Epoch(val) [5][560/6282] eta: 0:03:35 time: 0.0377 data_time: 0.0040 memory: 577 2022/08/06 23:59:40 - mmengine - INFO - Epoch(val) [5][580/6282] eta: 0:04:08 time: 0.0436 data_time: 0.0070 memory: 577 2022/08/06 23:59:41 - mmengine - INFO - Epoch(val) [5][600/6282] eta: 0:04:21 time: 0.0461 data_time: 0.0057 memory: 577 2022/08/06 23:59:42 - mmengine - INFO - Epoch(val) [5][620/6282] eta: 0:04:06 time: 0.0436 data_time: 0.0051 memory: 577 2022/08/06 23:59:43 - mmengine - INFO - Epoch(val) [5][640/6282] eta: 0:04:20 time: 0.0462 data_time: 0.0074 memory: 575 2022/08/06 23:59:44 - mmengine - INFO - Epoch(val) [5][660/6282] eta: 0:04:01 time: 0.0429 data_time: 0.0060 memory: 575 2022/08/06 23:59:45 - mmengine - INFO - Epoch(val) [5][680/6282] eta: 0:03:55 time: 0.0421 data_time: 0.0060 memory: 575 2022/08/06 23:59:45 - mmengine - INFO - Epoch(val) [5][700/6282] eta: 0:03:59 time: 0.0429 data_time: 0.0038 memory: 575 2022/08/06 23:59:46 - mmengine - INFO - Epoch(val) [5][720/6282] eta: 0:04:17 time: 0.0463 data_time: 0.0040 memory: 606 2022/08/06 23:59:48 - mmengine - INFO - Epoch(val) [5][740/6282] eta: 0:05:47 time: 0.0626 data_time: 0.0055 memory: 606 2022/08/06 23:59:48 - mmengine - INFO - Epoch(val) [5][760/6282] eta: 0:03:47 time: 0.0412 data_time: 0.0043 memory: 606 2022/08/06 23:59:49 - mmengine - INFO - Epoch(val) [5][780/6282] eta: 0:03:35 time: 0.0392 data_time: 0.0038 memory: 606 2022/08/06 23:59:50 - mmengine - INFO - Epoch(val) [5][800/6282] eta: 0:04:02 time: 0.0442 data_time: 0.0044 memory: 606 2022/08/06 23:59:51 - mmengine - INFO - Epoch(val) [5][820/6282] eta: 0:03:47 time: 0.0417 data_time: 0.0034 memory: 606 2022/08/06 23:59:52 - mmengine - INFO - Epoch(val) [5][840/6282] eta: 0:03:51 time: 0.0426 data_time: 0.0037 memory: 577 2022/08/06 23:59:53 - mmengine - INFO - Epoch(val) [5][860/6282] eta: 0:04:03 time: 0.0449 data_time: 0.0037 memory: 577 2022/08/06 23:59:54 - mmengine - INFO - Epoch(val) [5][880/6282] eta: 0:03:39 time: 0.0406 data_time: 0.0048 memory: 577 2022/08/06 23:59:54 - mmengine - INFO - Epoch(val) [5][900/6282] eta: 0:03:40 time: 0.0410 data_time: 0.0053 memory: 577 2022/08/06 23:59:55 - mmengine - INFO - Epoch(val) [5][920/6282] eta: 0:03:31 time: 0.0394 data_time: 0.0037 memory: 577 2022/08/06 23:59:56 - mmengine - INFO - Epoch(val) [5][940/6282] eta: 0:03:49 time: 0.0430 data_time: 0.0036 memory: 560 2022/08/06 23:59:57 - mmengine - INFO - Epoch(val) [5][960/6282] eta: 0:03:57 time: 0.0446 data_time: 0.0035 memory: 560 2022/08/06 23:59:58 - mmengine - INFO - Epoch(val) [5][980/6282] eta: 0:03:50 time: 0.0434 data_time: 0.0042 memory: 560 2022/08/06 23:59:59 - mmengine - INFO - Epoch(val) [5][1000/6282] eta: 0:03:43 time: 0.0423 data_time: 0.0050 memory: 560 2022/08/07 00:00:00 - mmengine - INFO - Epoch(val) [5][1020/6282] eta: 0:03:46 time: 0.0431 data_time: 0.0067 memory: 577 2022/08/07 00:00:00 - mmengine - INFO - Epoch(val) [5][1040/6282] eta: 0:03:50 time: 0.0440 data_time: 0.0044 memory: 577 2022/08/07 00:00:01 - mmengine - INFO - Epoch(val) [5][1060/6282] eta: 0:03:47 time: 0.0436 data_time: 0.0059 memory: 577 2022/08/07 00:00:04 - mmengine - INFO - Epoch(val) [5][1080/6282] eta: 0:13:10 time: 0.1520 data_time: 0.0043 memory: 577 2022/08/07 00:00:05 - mmengine - INFO - Epoch(val) [5][1100/6282] eta: 0:03:44 time: 0.0434 data_time: 0.0046 memory: 577 2022/08/07 00:00:06 - mmengine - INFO - Epoch(val) [5][1120/6282] eta: 0:04:04 time: 0.0473 data_time: 0.0052 memory: 577 2022/08/07 00:00:07 - mmengine - INFO - Epoch(val) [5][1140/6282] eta: 0:03:54 time: 0.0456 data_time: 0.0049 memory: 577 2022/08/07 00:00:08 - mmengine - INFO - Epoch(val) [5][1160/6282] eta: 0:03:51 time: 0.0453 data_time: 0.0042 memory: 577 2022/08/07 00:00:09 - mmengine - INFO - Epoch(val) [5][1180/6282] eta: 0:04:01 time: 0.0473 data_time: 0.0050 memory: 577 2022/08/07 00:00:10 - mmengine - INFO - Epoch(val) [5][1200/6282] eta: 0:04:11 time: 0.0495 data_time: 0.0055 memory: 577 2022/08/07 00:00:11 - mmengine - INFO - Epoch(val) [5][1220/6282] eta: 0:03:49 time: 0.0453 data_time: 0.0034 memory: 577 2022/08/07 00:00:12 - mmengine - INFO - Epoch(val) [5][1240/6282] eta: 0:04:24 time: 0.0525 data_time: 0.0056 memory: 606 2022/08/07 00:00:13 - mmengine - INFO - Epoch(val) [5][1260/6282] eta: 0:03:59 time: 0.0477 data_time: 0.0052 memory: 606 2022/08/07 00:00:14 - mmengine - INFO - Epoch(val) [5][1280/6282] eta: 0:03:52 time: 0.0465 data_time: 0.0031 memory: 606 2022/08/07 00:00:15 - mmengine - INFO - Epoch(val) [5][1300/6282] eta: 0:03:27 time: 0.0417 data_time: 0.0038 memory: 606 2022/08/07 00:00:16 - mmengine - INFO - Epoch(val) [5][1320/6282] eta: 0:03:37 time: 0.0439 data_time: 0.0040 memory: 606 2022/08/07 00:00:16 - mmengine - INFO - Epoch(val) [5][1340/6282] eta: 0:03:28 time: 0.0423 data_time: 0.0051 memory: 606 2022/08/07 00:00:18 - mmengine - INFO - Epoch(val) [5][1360/6282] eta: 0:05:41 time: 0.0693 data_time: 0.0044 memory: 606 2022/08/07 00:00:19 - mmengine - INFO - Epoch(val) [5][1380/6282] eta: 0:03:21 time: 0.0410 data_time: 0.0041 memory: 606 2022/08/07 00:00:20 - mmengine - INFO - Epoch(val) [5][1400/6282] eta: 0:03:27 time: 0.0426 data_time: 0.0046 memory: 606 2022/08/07 00:00:20 - mmengine - INFO - Epoch(val) [5][1420/6282] eta: 0:03:11 time: 0.0393 data_time: 0.0038 memory: 606 2022/08/07 00:00:21 - mmengine - INFO - Epoch(val) [5][1440/6282] eta: 0:03:16 time: 0.0406 data_time: 0.0041 memory: 606 2022/08/07 00:00:22 - mmengine - INFO - Epoch(val) [5][1460/6282] eta: 0:03:37 time: 0.0451 data_time: 0.0055 memory: 606 2022/08/07 00:00:23 - mmengine - INFO - Epoch(val) [5][1480/6282] eta: 0:03:11 time: 0.0400 data_time: 0.0039 memory: 606 2022/08/07 00:00:24 - mmengine - INFO - Epoch(val) [5][1500/6282] eta: 0:03:28 time: 0.0437 data_time: 0.0051 memory: 606 2022/08/07 00:00:25 - mmengine - INFO - Epoch(val) [5][1520/6282] eta: 0:03:10 time: 0.0400 data_time: 0.0040 memory: 650 2022/08/07 00:00:25 - mmengine - INFO - Epoch(val) [5][1540/6282] eta: 0:03:31 time: 0.0446 data_time: 0.0046 memory: 650 2022/08/07 00:00:26 - mmengine - INFO - Epoch(val) [5][1560/6282] eta: 0:03:33 time: 0.0451 data_time: 0.0046 memory: 650 2022/08/07 00:00:27 - mmengine - INFO - Epoch(val) [5][1580/6282] eta: 0:03:18 time: 0.0422 data_time: 0.0038 memory: 650 2022/08/07 00:00:28 - mmengine - INFO - Epoch(val) [5][1600/6282] eta: 0:03:23 time: 0.0435 data_time: 0.0047 memory: 650 2022/08/07 00:00:29 - mmengine - INFO - Epoch(val) [5][1620/6282] eta: 0:03:22 time: 0.0434 data_time: 0.0038 memory: 650 2022/08/07 00:00:30 - mmengine - INFO - Epoch(val) [5][1640/6282] eta: 0:03:11 time: 0.0412 data_time: 0.0054 memory: 606 2022/08/07 00:00:31 - mmengine - INFO - Epoch(val) [5][1660/6282] eta: 0:03:03 time: 0.0396 data_time: 0.0028 memory: 606 2022/08/07 00:00:32 - mmengine - INFO - Epoch(val) [5][1680/6282] eta: 0:03:33 time: 0.0463 data_time: 0.0046 memory: 606 2022/08/07 00:00:33 - mmengine - INFO - Epoch(val) [5][1700/6282] eta: 0:03:42 time: 0.0485 data_time: 0.0049 memory: 606 2022/08/07 00:00:34 - mmengine - INFO - Epoch(val) [5][1720/6282] eta: 0:03:53 time: 0.0512 data_time: 0.0053 memory: 606 2022/08/07 00:00:34 - mmengine - INFO - Epoch(val) [5][1740/6282] eta: 0:03:35 time: 0.0475 data_time: 0.0065 memory: 606 2022/08/07 00:00:35 - mmengine - INFO - Epoch(val) [5][1760/6282] eta: 0:03:33 time: 0.0472 data_time: 0.0060 memory: 606 2022/08/07 00:00:36 - mmengine - INFO - Epoch(val) [5][1780/6282] eta: 0:03:24 time: 0.0455 data_time: 0.0043 memory: 606 2022/08/07 00:00:38 - mmengine - INFO - Epoch(val) [5][1800/6282] eta: 0:06:12 time: 0.0830 data_time: 0.0075 memory: 606 2022/08/07 00:00:39 - mmengine - INFO - Epoch(val) [5][1820/6282] eta: 0:03:10 time: 0.0426 data_time: 0.0047 memory: 606 2022/08/07 00:00:40 - mmengine - INFO - Epoch(val) [5][1840/6282] eta: 0:03:21 time: 0.0455 data_time: 0.0035 memory: 606 2022/08/07 00:00:41 - mmengine - INFO - Epoch(val) [5][1860/6282] eta: 0:02:53 time: 0.0393 data_time: 0.0050 memory: 606 2022/08/07 00:00:41 - mmengine - INFO - Epoch(val) [5][1880/6282] eta: 0:03:05 time: 0.0421 data_time: 0.0032 memory: 606 2022/08/07 00:00:42 - mmengine - INFO - Epoch(val) [5][1900/6282] eta: 0:03:21 time: 0.0461 data_time: 0.0054 memory: 606 2022/08/07 00:00:43 - mmengine - INFO - Epoch(val) [5][1920/6282] eta: 0:03:18 time: 0.0456 data_time: 0.0027 memory: 606 2022/08/07 00:00:44 - mmengine - INFO - Epoch(val) [5][1940/6282] eta: 0:03:06 time: 0.0429 data_time: 0.0050 memory: 606 2022/08/07 00:00:45 - mmengine - INFO - Epoch(val) [5][1960/6282] eta: 0:02:57 time: 0.0412 data_time: 0.0050 memory: 579 2022/08/07 00:00:46 - mmengine - INFO - Epoch(val) [5][1980/6282] eta: 0:02:52 time: 0.0402 data_time: 0.0037 memory: 579 2022/08/07 00:00:47 - mmengine - INFO - Epoch(val) [5][2000/6282] eta: 0:02:43 time: 0.0382 data_time: 0.0059 memory: 579 2022/08/07 00:00:47 - mmengine - INFO - Epoch(val) [5][2020/6282] eta: 0:02:53 time: 0.0406 data_time: 0.0048 memory: 579 2022/08/07 00:00:48 - mmengine - INFO - Epoch(val) [5][2040/6282] eta: 0:02:59 time: 0.0422 data_time: 0.0056 memory: 579 2022/08/07 00:00:49 - mmengine - INFO - Epoch(val) [5][2060/6282] eta: 0:02:51 time: 0.0407 data_time: 0.0032 memory: 579 2022/08/07 00:00:50 - mmengine - INFO - Epoch(val) [5][2080/6282] eta: 0:03:08 time: 0.0448 data_time: 0.0050 memory: 579 2022/08/07 00:00:51 - mmengine - INFO - Epoch(val) [5][2100/6282] eta: 0:03:04 time: 0.0441 data_time: 0.0047 memory: 579 2022/08/07 00:00:52 - mmengine - INFO - Epoch(val) [5][2120/6282] eta: 0:02:55 time: 0.0421 data_time: 0.0045 memory: 579 2022/08/07 00:00:52 - mmengine - INFO - Epoch(val) [5][2140/6282] eta: 0:02:40 time: 0.0389 data_time: 0.0035 memory: 579 2022/08/07 00:00:53 - mmengine - INFO - Epoch(val) [5][2160/6282] eta: 0:02:56 time: 0.0428 data_time: 0.0069 memory: 577 2022/08/07 00:00:54 - mmengine - INFO - Epoch(val) [5][2180/6282] eta: 0:02:37 time: 0.0385 data_time: 0.0050 memory: 577 2022/08/07 00:00:55 - mmengine - INFO - Epoch(val) [5][2200/6282] eta: 0:02:52 time: 0.0422 data_time: 0.0065 memory: 577 2022/08/07 00:00:56 - mmengine - INFO - Epoch(val) [5][2220/6282] eta: 0:02:41 time: 0.0397 data_time: 0.0042 memory: 577 2022/08/07 00:00:57 - mmengine - INFO - Epoch(val) [5][2240/6282] eta: 0:02:59 time: 0.0444 data_time: 0.0053 memory: 577 2022/08/07 00:00:58 - mmengine - INFO - Epoch(val) [5][2260/6282] eta: 0:04:55 time: 0.0735 data_time: 0.0048 memory: 579 2022/08/07 00:00:59 - mmengine - INFO - Epoch(val) [5][2280/6282] eta: 0:02:51 time: 0.0429 data_time: 0.0040 memory: 579 2022/08/07 00:01:00 - mmengine - INFO - Epoch(val) [5][2300/6282] eta: 0:03:05 time: 0.0466 data_time: 0.0069 memory: 579 2022/08/07 00:01:01 - mmengine - INFO - Epoch(val) [5][2320/6282] eta: 0:03:02 time: 0.0462 data_time: 0.0066 memory: 579 2022/08/07 00:01:02 - mmengine - INFO - Epoch(val) [5][2340/6282] eta: 0:02:36 time: 0.0397 data_time: 0.0039 memory: 579 2022/08/07 00:01:03 - mmengine - INFO - Epoch(val) [5][2360/6282] eta: 0:02:51 time: 0.0437 data_time: 0.0048 memory: 577 2022/08/07 00:01:03 - mmengine - INFO - Epoch(val) [5][2380/6282] eta: 0:03:01 time: 0.0464 data_time: 0.0057 memory: 577 2022/08/07 00:01:04 - mmengine - INFO - Epoch(val) [5][2400/6282] eta: 0:03:00 time: 0.0464 data_time: 0.0074 memory: 577 2022/08/07 00:01:05 - mmengine - INFO - Epoch(val) [5][2420/6282] eta: 0:02:52 time: 0.0448 data_time: 0.0038 memory: 577 2022/08/07 00:01:06 - mmengine - INFO - Epoch(val) [5][2440/6282] eta: 0:02:52 time: 0.0448 data_time: 0.0042 memory: 577 2022/08/07 00:01:07 - mmengine - INFO - Epoch(val) [5][2460/6282] eta: 0:03:07 time: 0.0489 data_time: 0.0067 memory: 606 2022/08/07 00:01:08 - mmengine - INFO - Epoch(val) [5][2480/6282] eta: 0:02:33 time: 0.0404 data_time: 0.0029 memory: 606 2022/08/07 00:01:09 - mmengine - INFO - Epoch(val) [5][2500/6282] eta: 0:02:30 time: 0.0399 data_time: 0.0049 memory: 606 2022/08/07 00:01:10 - mmengine - INFO - Epoch(val) [5][2520/6282] eta: 0:02:39 time: 0.0424 data_time: 0.0053 memory: 606 2022/08/07 00:01:10 - mmengine - INFO - Epoch(val) [5][2540/6282] eta: 0:02:25 time: 0.0389 data_time: 0.0045 memory: 606 2022/08/07 00:01:11 - mmengine - INFO - Epoch(val) [5][2560/6282] eta: 0:02:34 time: 0.0414 data_time: 0.0050 memory: 606 2022/08/07 00:01:12 - mmengine - INFO - Epoch(val) [5][2580/6282] eta: 0:02:55 time: 0.0473 data_time: 0.0051 memory: 606 2022/08/07 00:01:13 - mmengine - INFO - Epoch(val) [5][2600/6282] eta: 0:02:37 time: 0.0429 data_time: 0.0031 memory: 606 2022/08/07 00:01:14 - mmengine - INFO - Epoch(val) [5][2620/6282] eta: 0:02:36 time: 0.0428 data_time: 0.0038 memory: 606 2022/08/07 00:01:15 - mmengine - INFO - Epoch(val) [5][2640/6282] eta: 0:02:35 time: 0.0427 data_time: 0.0048 memory: 606 2022/08/07 00:01:16 - mmengine - INFO - Epoch(val) [5][2660/6282] eta: 0:02:45 time: 0.0457 data_time: 0.0059 memory: 646 2022/08/07 00:01:17 - mmengine - INFO - Epoch(val) [5][2680/6282] eta: 0:02:40 time: 0.0447 data_time: 0.0061 memory: 646 2022/08/07 00:01:18 - mmengine - INFO - Epoch(val) [5][2700/6282] eta: 0:04:14 time: 0.0710 data_time: 0.0057 memory: 646 2022/08/07 00:01:19 - mmengine - INFO - Epoch(val) [5][2720/6282] eta: 0:02:46 time: 0.0467 data_time: 0.0070 memory: 646 2022/08/07 00:01:20 - mmengine - INFO - Epoch(val) [5][2740/6282] eta: 0:02:33 time: 0.0433 data_time: 0.0035 memory: 646 2022/08/07 00:01:21 - mmengine - INFO - Epoch(val) [5][2760/6282] eta: 0:02:21 time: 0.0401 data_time: 0.0034 memory: 579 2022/08/07 00:01:21 - mmengine - INFO - Epoch(val) [5][2780/6282] eta: 0:02:13 time: 0.0381 data_time: 0.0051 memory: 579 2022/08/07 00:01:22 - mmengine - INFO - Epoch(val) [5][2800/6282] eta: 0:02:22 time: 0.0409 data_time: 0.0045 memory: 579 2022/08/07 00:01:23 - mmengine - INFO - Epoch(val) [5][2820/6282] eta: 0:02:23 time: 0.0415 data_time: 0.0046 memory: 579 2022/08/07 00:01:24 - mmengine - INFO - Epoch(val) [5][2840/6282] eta: 0:02:28 time: 0.0433 data_time: 0.0031 memory: 579 2022/08/07 00:01:25 - mmengine - INFO - Epoch(val) [5][2860/6282] eta: 0:02:21 time: 0.0412 data_time: 0.0031 memory: 606 2022/08/07 00:01:26 - mmengine - INFO - Epoch(val) [5][2880/6282] eta: 0:02:23 time: 0.0422 data_time: 0.0051 memory: 606 2022/08/07 00:01:26 - mmengine - INFO - Epoch(val) [5][2900/6282] eta: 0:02:09 time: 0.0382 data_time: 0.0043 memory: 606 2022/08/07 00:01:27 - mmengine - INFO - Epoch(val) [5][2920/6282] eta: 0:02:26 time: 0.0436 data_time: 0.0048 memory: 606 2022/08/07 00:01:28 - mmengine - INFO - Epoch(val) [5][2940/6282] eta: 0:02:13 time: 0.0399 data_time: 0.0045 memory: 591 2022/08/07 00:01:29 - mmengine - INFO - Epoch(val) [5][2960/6282] eta: 0:02:24 time: 0.0433 data_time: 0.0046 memory: 591 2022/08/07 00:01:30 - mmengine - INFO - Epoch(val) [5][2980/6282] eta: 0:02:25 time: 0.0440 data_time: 0.0041 memory: 591 2022/08/07 00:01:31 - mmengine - INFO - Epoch(val) [5][3000/6282] eta: 0:02:15 time: 0.0412 data_time: 0.0043 memory: 591 2022/08/07 00:01:32 - mmengine - INFO - Epoch(val) [5][3020/6282] eta: 0:02:26 time: 0.0450 data_time: 0.0058 memory: 606 2022/08/07 00:01:32 - mmengine - INFO - Epoch(val) [5][3040/6282] eta: 0:02:15 time: 0.0419 data_time: 0.0054 memory: 606 2022/08/07 00:01:33 - mmengine - INFO - Epoch(val) [5][3060/6282] eta: 0:02:23 time: 0.0446 data_time: 0.0050 memory: 606 2022/08/07 00:01:34 - mmengine - INFO - Epoch(val) [5][3080/6282] eta: 0:02:14 time: 0.0419 data_time: 0.0031 memory: 606 2022/08/07 00:01:35 - mmengine - INFO - Epoch(val) [5][3100/6282] eta: 0:02:15 time: 0.0426 data_time: 0.0045 memory: 606 2022/08/07 00:01:36 - mmengine - INFO - Epoch(val) [5][3120/6282] eta: 0:02:02 time: 0.0386 data_time: 0.0034 memory: 579 2022/08/07 00:01:37 - mmengine - INFO - Epoch(val) [5][3140/6282] eta: 0:02:03 time: 0.0394 data_time: 0.0034 memory: 579 2022/08/07 00:01:38 - mmengine - INFO - Epoch(val) [5][3160/6282] eta: 0:03:51 time: 0.0741 data_time: 0.0028 memory: 579 2022/08/07 00:01:39 - mmengine - INFO - Epoch(val) [5][3180/6282] eta: 0:01:55 time: 0.0371 data_time: 0.0032 memory: 579 2022/08/07 00:01:40 - mmengine - INFO - Epoch(val) [5][3200/6282] eta: 0:02:11 time: 0.0425 data_time: 0.0066 memory: 606 2022/08/07 00:01:41 - mmengine - INFO - Epoch(val) [5][3220/6282] eta: 0:02:14 time: 0.0438 data_time: 0.0055 memory: 606 2022/08/07 00:01:41 - mmengine - INFO - Epoch(val) [5][3240/6282] eta: 0:02:11 time: 0.0433 data_time: 0.0050 memory: 606 2022/08/07 00:01:42 - mmengine - INFO - Epoch(val) [5][3260/6282] eta: 0:02:06 time: 0.0419 data_time: 0.0046 memory: 606 2022/08/07 00:01:43 - mmengine - INFO - Epoch(val) [5][3280/6282] eta: 0:02:14 time: 0.0448 data_time: 0.0064 memory: 606 2022/08/07 00:01:44 - mmengine - INFO - Epoch(val) [5][3300/6282] eta: 0:02:03 time: 0.0414 data_time: 0.0043 memory: 606 2022/08/07 00:01:45 - mmengine - INFO - Epoch(val) [5][3320/6282] eta: 0:02:06 time: 0.0427 data_time: 0.0033 memory: 606 2022/08/07 00:01:46 - mmengine - INFO - Epoch(val) [5][3340/6282] eta: 0:02:09 time: 0.0440 data_time: 0.0053 memory: 606 2022/08/07 00:01:47 - mmengine - INFO - Epoch(val) [5][3360/6282] eta: 0:02:03 time: 0.0422 data_time: 0.0048 memory: 606 2022/08/07 00:01:47 - mmengine - INFO - Epoch(val) [5][3380/6282] eta: 0:02:00 time: 0.0417 data_time: 0.0063 memory: 606 2022/08/07 00:01:48 - mmengine - INFO - Epoch(val) [5][3400/6282] eta: 0:01:49 time: 0.0379 data_time: 0.0047 memory: 577 2022/08/07 00:01:49 - mmengine - INFO - Epoch(val) [5][3420/6282] eta: 0:02:00 time: 0.0422 data_time: 0.0053 memory: 577 2022/08/07 00:01:50 - mmengine - INFO - Epoch(val) [5][3440/6282] eta: 0:01:58 time: 0.0418 data_time: 0.0038 memory: 577 2022/08/07 00:01:51 - mmengine - INFO - Epoch(val) [5][3460/6282] eta: 0:01:58 time: 0.0420 data_time: 0.0035 memory: 577 2022/08/07 00:01:52 - mmengine - INFO - Epoch(val) [5][3480/6282] eta: 0:02:10 time: 0.0464 data_time: 0.0065 memory: 577 2022/08/07 00:01:53 - mmengine - INFO - Epoch(val) [5][3500/6282] eta: 0:02:11 time: 0.0472 data_time: 0.0049 memory: 577 2022/08/07 00:01:53 - mmengine - INFO - Epoch(val) [5][3520/6282] eta: 0:01:52 time: 0.0406 data_time: 0.0042 memory: 577 2022/08/07 00:01:54 - mmengine - INFO - Epoch(val) [5][3540/6282] eta: 0:02:04 time: 0.0453 data_time: 0.0045 memory: 577 2022/08/07 00:01:55 - mmengine - INFO - Epoch(val) [5][3560/6282] eta: 0:01:56 time: 0.0427 data_time: 0.0053 memory: 577 2022/08/07 00:01:56 - mmengine - INFO - Epoch(val) [5][3580/6282] eta: 0:01:52 time: 0.0418 data_time: 0.0043 memory: 598 2022/08/07 00:01:57 - mmengine - INFO - Epoch(val) [5][3600/6282] eta: 0:01:53 time: 0.0423 data_time: 0.0045 memory: 598 2022/08/07 00:01:58 - mmengine - INFO - Epoch(val) [5][3620/6282] eta: 0:03:17 time: 0.0740 data_time: 0.0030 memory: 598 2022/08/07 00:01:59 - mmengine - INFO - Epoch(val) [5][3640/6282] eta: 0:01:46 time: 0.0404 data_time: 0.0055 memory: 598 2022/08/07 00:02:00 - mmengine - INFO - Epoch(val) [5][3660/6282] eta: 0:01:48 time: 0.0415 data_time: 0.0050 memory: 598 2022/08/07 00:02:01 - mmengine - INFO - Epoch(val) [5][3680/6282] eta: 0:01:42 time: 0.0394 data_time: 0.0040 memory: 606 2022/08/07 00:02:02 - mmengine - INFO - Epoch(val) [5][3700/6282] eta: 0:01:44 time: 0.0403 data_time: 0.0041 memory: 606 2022/08/07 00:02:03 - mmengine - INFO - Epoch(val) [5][3720/6282] eta: 0:01:55 time: 0.0451 data_time: 0.0050 memory: 606 2022/08/07 00:02:03 - mmengine - INFO - Epoch(val) [5][3740/6282] eta: 0:01:51 time: 0.0439 data_time: 0.0061 memory: 606 2022/08/07 00:02:04 - mmengine - INFO - Epoch(val) [5][3760/6282] eta: 0:01:43 time: 0.0409 data_time: 0.0055 memory: 606 2022/08/07 00:02:05 - mmengine - INFO - Epoch(val) [5][3780/6282] eta: 0:01:44 time: 0.0416 data_time: 0.0042 memory: 606 2022/08/07 00:02:06 - mmengine - INFO - Epoch(val) [5][3800/6282] eta: 0:01:37 time: 0.0392 data_time: 0.0033 memory: 606 2022/08/07 00:02:07 - mmengine - INFO - Epoch(val) [5][3820/6282] eta: 0:01:41 time: 0.0411 data_time: 0.0042 memory: 606 2022/08/07 00:02:08 - mmengine - INFO - Epoch(val) [5][3840/6282] eta: 0:01:59 time: 0.0488 data_time: 0.0048 memory: 606 2022/08/07 00:02:09 - mmengine - INFO - Epoch(val) [5][3860/6282] eta: 0:01:46 time: 0.0439 data_time: 0.0043 memory: 606 2022/08/07 00:02:09 - mmengine - INFO - Epoch(val) [5][3880/6282] eta: 0:01:32 time: 0.0387 data_time: 0.0039 memory: 606 2022/08/07 00:02:10 - mmengine - INFO - Epoch(val) [5][3900/6282] eta: 0:01:30 time: 0.0378 data_time: 0.0036 memory: 606 2022/08/07 00:02:11 - mmengine - INFO - Epoch(val) [5][3920/6282] eta: 0:01:28 time: 0.0377 data_time: 0.0043 memory: 606 2022/08/07 00:02:12 - mmengine - INFO - Epoch(val) [5][3940/6282] eta: 0:01:27 time: 0.0372 data_time: 0.0032 memory: 606 2022/08/07 00:02:13 - mmengine - INFO - Epoch(val) [5][3960/6282] eta: 0:01:40 time: 0.0431 data_time: 0.0037 memory: 606 2022/08/07 00:02:13 - mmengine - INFO - Epoch(val) [5][3980/6282] eta: 0:01:39 time: 0.0434 data_time: 0.0060 memory: 606 2022/08/07 00:02:14 - mmengine - INFO - Epoch(val) [5][4000/6282] eta: 0:01:40 time: 0.0441 data_time: 0.0048 memory: 606 2022/08/07 00:02:15 - mmengine - INFO - Epoch(val) [5][4020/6282] eta: 0:01:40 time: 0.0444 data_time: 0.0051 memory: 606 2022/08/07 00:02:16 - mmengine - INFO - Epoch(val) [5][4040/6282] eta: 0:01:36 time: 0.0430 data_time: 0.0053 memory: 646 2022/08/07 00:02:17 - mmengine - INFO - Epoch(val) [5][4060/6282] eta: 0:01:39 time: 0.0447 data_time: 0.0035 memory: 646 2022/08/07 00:02:18 - mmengine - INFO - Epoch(val) [5][4080/6282] eta: 0:02:45 time: 0.0752 data_time: 0.0039 memory: 646 2022/08/07 00:02:19 - mmengine - INFO - Epoch(val) [5][4100/6282] eta: 0:01:36 time: 0.0443 data_time: 0.0055 memory: 646 2022/08/07 00:02:20 - mmengine - INFO - Epoch(val) [5][4120/6282] eta: 0:01:36 time: 0.0445 data_time: 0.0049 memory: 646 2022/08/07 00:02:21 - mmengine - INFO - Epoch(val) [5][4140/6282] eta: 0:01:34 time: 0.0442 data_time: 0.0057 memory: 646 2022/08/07 00:02:22 - mmengine - INFO - Epoch(val) [5][4160/6282] eta: 0:01:27 time: 0.0412 data_time: 0.0048 memory: 577 2022/08/07 00:02:23 - mmengine - INFO - Epoch(val) [5][4180/6282] eta: 0:01:20 time: 0.0381 data_time: 0.0044 memory: 577 2022/08/07 00:02:24 - mmengine - INFO - Epoch(val) [5][4200/6282] eta: 0:01:28 time: 0.0424 data_time: 0.0037 memory: 577 2022/08/07 00:02:24 - mmengine - INFO - Epoch(val) [5][4220/6282] eta: 0:01:19 time: 0.0386 data_time: 0.0036 memory: 577 2022/08/07 00:02:25 - mmengine - INFO - Epoch(val) [5][4240/6282] eta: 0:01:21 time: 0.0397 data_time: 0.0036 memory: 577 2022/08/07 00:02:26 - mmengine - INFO - Epoch(val) [5][4260/6282] eta: 0:01:18 time: 0.0389 data_time: 0.0043 memory: 576 2022/08/07 00:02:27 - mmengine - INFO - Epoch(val) [5][4280/6282] eta: 0:01:16 time: 0.0382 data_time: 0.0030 memory: 576 2022/08/07 00:02:28 - mmengine - INFO - Epoch(val) [5][4300/6282] eta: 0:01:28 time: 0.0447 data_time: 0.0050 memory: 576 2022/08/07 00:02:28 - mmengine - INFO - Epoch(val) [5][4320/6282] eta: 0:01:12 time: 0.0368 data_time: 0.0029 memory: 576 2022/08/07 00:02:29 - mmengine - INFO - Epoch(val) [5][4340/6282] eta: 0:01:24 time: 0.0433 data_time: 0.0048 memory: 576 2022/08/07 00:02:30 - mmengine - INFO - Epoch(val) [5][4360/6282] eta: 0:01:25 time: 0.0444 data_time: 0.0044 memory: 606 2022/08/07 00:02:31 - mmengine - INFO - Epoch(val) [5][4380/6282] eta: 0:01:19 time: 0.0419 data_time: 0.0057 memory: 606 2022/08/07 00:02:32 - mmengine - INFO - Epoch(val) [5][4400/6282] eta: 0:01:20 time: 0.0428 data_time: 0.0039 memory: 606 2022/08/07 00:02:33 - mmengine - INFO - Epoch(val) [5][4420/6282] eta: 0:01:20 time: 0.0432 data_time: 0.0058 memory: 606 2022/08/07 00:02:34 - mmengine - INFO - Epoch(val) [5][4440/6282] eta: 0:01:16 time: 0.0416 data_time: 0.0045 memory: 610 2022/08/07 00:02:34 - mmengine - INFO - Epoch(val) [5][4460/6282] eta: 0:01:16 time: 0.0419 data_time: 0.0050 memory: 610 2022/08/07 00:02:35 - mmengine - INFO - Epoch(val) [5][4480/6282] eta: 0:01:15 time: 0.0421 data_time: 0.0048 memory: 610 2022/08/07 00:02:36 - mmengine - INFO - Epoch(val) [5][4500/6282] eta: 0:01:10 time: 0.0396 data_time: 0.0042 memory: 610 2022/08/07 00:02:37 - mmengine - INFO - Epoch(val) [5][4520/6282] eta: 0:01:12 time: 0.0413 data_time: 0.0061 memory: 610 2022/08/07 00:02:38 - mmengine - INFO - Epoch(val) [5][4540/6282] eta: 0:02:00 time: 0.0692 data_time: 0.0053 memory: 579 2022/08/07 00:02:39 - mmengine - INFO - Epoch(val) [5][4560/6282] eta: 0:01:13 time: 0.0427 data_time: 0.0036 memory: 579 2022/08/07 00:02:40 - mmengine - INFO - Epoch(val) [5][4580/6282] eta: 0:01:11 time: 0.0422 data_time: 0.0042 memory: 579 2022/08/07 00:02:41 - mmengine - INFO - Epoch(val) [5][4600/6282] eta: 0:01:14 time: 0.0443 data_time: 0.0037 memory: 579 2022/08/07 00:02:42 - mmengine - INFO - Epoch(val) [5][4620/6282] eta: 0:01:04 time: 0.0391 data_time: 0.0039 memory: 579 2022/08/07 00:02:42 - mmengine - INFO - Epoch(val) [5][4640/6282] eta: 0:01:08 time: 0.0420 data_time: 0.0042 memory: 610 2022/08/07 00:02:43 - mmengine - INFO - Epoch(val) [5][4660/6282] eta: 0:01:07 time: 0.0418 data_time: 0.0052 memory: 610 2022/08/07 00:02:44 - mmengine - INFO - Epoch(val) [5][4680/6282] eta: 0:01:05 time: 0.0410 data_time: 0.0045 memory: 610 2022/08/07 00:02:45 - mmengine - INFO - Epoch(val) [5][4700/6282] eta: 0:01:07 time: 0.0426 data_time: 0.0036 memory: 610 2022/08/07 00:02:46 - mmengine - INFO - Epoch(val) [5][4720/6282] eta: 0:01:07 time: 0.0429 data_time: 0.0053 memory: 610 2022/08/07 00:02:47 - mmengine - INFO - Epoch(val) [5][4740/6282] eta: 0:01:00 time: 0.0390 data_time: 0.0044 memory: 590 2022/08/07 00:02:47 - mmengine - INFO - Epoch(val) [5][4760/6282] eta: 0:01:01 time: 0.0406 data_time: 0.0047 memory: 590 2022/08/07 00:02:48 - mmengine - INFO - Epoch(val) [5][4780/6282] eta: 0:00:59 time: 0.0394 data_time: 0.0043 memory: 590 2022/08/07 00:02:49 - mmengine - INFO - Epoch(val) [5][4800/6282] eta: 0:00:58 time: 0.0397 data_time: 0.0036 memory: 590 2022/08/07 00:02:50 - mmengine - INFO - Epoch(val) [5][4820/6282] eta: 0:01:00 time: 0.0414 data_time: 0.0043 memory: 606 2022/08/07 00:02:51 - mmengine - INFO - Epoch(val) [5][4840/6282] eta: 0:00:59 time: 0.0413 data_time: 0.0044 memory: 606 2022/08/07 00:02:52 - mmengine - INFO - Epoch(val) [5][4860/6282] eta: 0:00:57 time: 0.0407 data_time: 0.0049 memory: 606 2022/08/07 00:02:52 - mmengine - INFO - Epoch(val) [5][4880/6282] eta: 0:00:57 time: 0.0412 data_time: 0.0048 memory: 606 2022/08/07 00:02:53 - mmengine - INFO - Epoch(val) [5][4900/6282] eta: 0:00:58 time: 0.0421 data_time: 0.0035 memory: 606 2022/08/07 00:02:54 - mmengine - INFO - Epoch(val) [5][4920/6282] eta: 0:00:58 time: 0.0432 data_time: 0.0039 memory: 608 2022/08/07 00:02:55 - mmengine - INFO - Epoch(val) [5][4940/6282] eta: 0:00:55 time: 0.0412 data_time: 0.0045 memory: 608 2022/08/07 00:02:56 - mmengine - INFO - Epoch(val) [5][4960/6282] eta: 0:00:54 time: 0.0415 data_time: 0.0033 memory: 608 2022/08/07 00:02:57 - mmengine - INFO - Epoch(val) [5][4980/6282] eta: 0:00:57 time: 0.0438 data_time: 0.0060 memory: 608 2022/08/07 00:02:58 - mmengine - INFO - Epoch(val) [5][5000/6282] eta: 0:01:27 time: 0.0686 data_time: 0.0058 memory: 608 2022/08/07 00:02:59 - mmengine - INFO - Epoch(val) [5][5020/6282] eta: 0:00:51 time: 0.0404 data_time: 0.0054 memory: 608 2022/08/07 00:03:00 - mmengine - INFO - Epoch(val) [5][5040/6282] eta: 0:00:50 time: 0.0404 data_time: 0.0045 memory: 579 2022/08/07 00:03:00 - mmengine - INFO - Epoch(val) [5][5060/6282] eta: 0:00:49 time: 0.0402 data_time: 0.0040 memory: 579 2022/08/07 00:03:01 - mmengine - INFO - Epoch(val) [5][5080/6282] eta: 0:00:50 time: 0.0416 data_time: 0.0046 memory: 579 2022/08/07 00:03:02 - mmengine - INFO - Epoch(val) [5][5100/6282] eta: 0:00:46 time: 0.0393 data_time: 0.0050 memory: 579 2022/08/07 00:03:03 - mmengine - INFO - Epoch(val) [5][5120/6282] eta: 0:00:45 time: 0.0395 data_time: 0.0037 memory: 579 2022/08/07 00:03:04 - mmengine - INFO - Epoch(val) [5][5140/6282] eta: 0:00:42 time: 0.0371 data_time: 0.0028 memory: 577 2022/08/07 00:03:05 - mmengine - INFO - Epoch(val) [5][5160/6282] eta: 0:00:48 time: 0.0436 data_time: 0.0054 memory: 577 2022/08/07 00:03:05 - mmengine - INFO - Epoch(val) [5][5180/6282] eta: 0:00:44 time: 0.0401 data_time: 0.0041 memory: 577 2022/08/07 00:03:06 - mmengine - INFO - Epoch(val) [5][5200/6282] eta: 0:00:42 time: 0.0397 data_time: 0.0043 memory: 577 2022/08/07 00:03:07 - mmengine - INFO - Epoch(val) [5][5220/6282] eta: 0:00:42 time: 0.0400 data_time: 0.0047 memory: 577 2022/08/07 00:03:08 - mmengine - INFO - Epoch(val) [5][5240/6282] eta: 0:00:48 time: 0.0468 data_time: 0.0108 memory: 576 2022/08/07 00:03:09 - mmengine - INFO - Epoch(val) [5][5260/6282] eta: 0:00:43 time: 0.0425 data_time: 0.0047 memory: 576 2022/08/07 00:03:10 - mmengine - INFO - Epoch(val) [5][5280/6282] eta: 0:00:42 time: 0.0426 data_time: 0.0050 memory: 576 2022/08/07 00:03:11 - mmengine - INFO - Epoch(val) [5][5300/6282] eta: 0:00:43 time: 0.0448 data_time: 0.0048 memory: 576 2022/08/07 00:03:11 - mmengine - INFO - Epoch(val) [5][5320/6282] eta: 0:00:39 time: 0.0416 data_time: 0.0030 memory: 577 2022/08/07 00:03:12 - mmengine - INFO - Epoch(val) [5][5340/6282] eta: 0:00:38 time: 0.0408 data_time: 0.0034 memory: 577 2022/08/07 00:03:13 - mmengine - INFO - Epoch(val) [5][5360/6282] eta: 0:00:35 time: 0.0387 data_time: 0.0034 memory: 577 2022/08/07 00:03:14 - mmengine - INFO - Epoch(val) [5][5380/6282] eta: 0:00:34 time: 0.0384 data_time: 0.0025 memory: 577 2022/08/07 00:03:15 - mmengine - INFO - Epoch(val) [5][5400/6282] eta: 0:00:35 time: 0.0403 data_time: 0.0038 memory: 577 2022/08/07 00:03:15 - mmengine - INFO - Epoch(val) [5][5420/6282] eta: 0:00:35 time: 0.0417 data_time: 0.0036 memory: 577 2022/08/07 00:03:16 - mmengine - INFO - Epoch(val) [5][5440/6282] eta: 0:00:35 time: 0.0425 data_time: 0.0068 memory: 577 2022/08/07 00:03:17 - mmengine - INFO - Epoch(val) [5][5460/6282] eta: 0:00:35 time: 0.0427 data_time: 0.0040 memory: 577 2022/08/07 00:03:18 - mmengine - INFO - Epoch(val) [5][5480/6282] eta: 0:00:53 time: 0.0663 data_time: 0.0044 memory: 577 2022/08/07 00:03:19 - mmengine - INFO - Epoch(val) [5][5500/6282] eta: 0:00:34 time: 0.0445 data_time: 0.0073 memory: 577 2022/08/07 00:03:20 - mmengine - INFO - Epoch(val) [5][5520/6282] eta: 0:00:31 time: 0.0416 data_time: 0.0037 memory: 588 2022/08/07 00:03:21 - mmengine - INFO - Epoch(val) [5][5540/6282] eta: 0:00:28 time: 0.0389 data_time: 0.0030 memory: 588 2022/08/07 00:03:22 - mmengine - INFO - Epoch(val) [5][5560/6282] eta: 0:00:28 time: 0.0389 data_time: 0.0043 memory: 588 2022/08/07 00:03:23 - mmengine - INFO - Epoch(val) [5][5580/6282] eta: 0:00:27 time: 0.0387 data_time: 0.0061 memory: 588 2022/08/07 00:03:23 - mmengine - INFO - Epoch(val) [5][5600/6282] eta: 0:00:27 time: 0.0409 data_time: 0.0033 memory: 588 2022/08/07 00:03:24 - mmengine - INFO - Epoch(val) [5][5620/6282] eta: 0:00:28 time: 0.0427 data_time: 0.0041 memory: 588 2022/08/07 00:03:25 - mmengine - INFO - Epoch(val) [5][5640/6282] eta: 0:00:25 time: 0.0390 data_time: 0.0027 memory: 577 2022/08/07 00:03:26 - mmengine - INFO - Epoch(val) [5][5660/6282] eta: 0:00:24 time: 0.0390 data_time: 0.0047 memory: 577 2022/08/07 00:03:27 - mmengine - INFO - Epoch(val) [5][5680/6282] eta: 0:00:23 time: 0.0383 data_time: 0.0037 memory: 577 2022/08/07 00:03:27 - mmengine - INFO - Epoch(val) [5][5700/6282] eta: 0:00:23 time: 0.0411 data_time: 0.0046 memory: 577 2022/08/07 00:03:28 - mmengine - INFO - Epoch(val) [5][5720/6282] eta: 0:00:25 time: 0.0446 data_time: 0.0047 memory: 594 2022/08/07 00:03:29 - mmengine - INFO - Epoch(val) [5][5740/6282] eta: 0:00:23 time: 0.0427 data_time: 0.0045 memory: 594 2022/08/07 00:03:30 - mmengine - INFO - Epoch(val) [5][5760/6282] eta: 0:00:21 time: 0.0407 data_time: 0.0049 memory: 594 2022/08/07 00:03:31 - mmengine - INFO - Epoch(val) [5][5780/6282] eta: 0:00:22 time: 0.0446 data_time: 0.0061 memory: 594 2022/08/07 00:03:32 - mmengine - INFO - Epoch(val) [5][5800/6282] eta: 0:00:19 time: 0.0401 data_time: 0.0047 memory: 594 2022/08/07 00:03:32 - mmengine - INFO - Epoch(val) [5][5820/6282] eta: 0:00:18 time: 0.0407 data_time: 0.0049 memory: 594 2022/08/07 00:03:33 - mmengine - INFO - Epoch(val) [5][5840/6282] eta: 0:00:18 time: 0.0413 data_time: 0.0058 memory: 588 2022/08/07 00:03:34 - mmengine - INFO - Epoch(val) [5][5860/6282] eta: 0:00:16 time: 0.0382 data_time: 0.0033 memory: 588 2022/08/07 00:03:35 - mmengine - INFO - Epoch(val) [5][5880/6282] eta: 0:00:16 time: 0.0399 data_time: 0.0068 memory: 588 2022/08/07 00:03:36 - mmengine - INFO - Epoch(val) [5][5900/6282] eta: 0:00:14 time: 0.0383 data_time: 0.0045 memory: 588 2022/08/07 00:03:36 - mmengine - INFO - Epoch(val) [5][5920/6282] eta: 0:00:14 time: 0.0412 data_time: 0.0037 memory: 588 2022/08/07 00:03:37 - mmengine - INFO - Epoch(val) [5][5940/6282] eta: 0:00:14 time: 0.0427 data_time: 0.0056 memory: 577 2022/08/07 00:03:39 - mmengine - INFO - Epoch(val) [5][5960/6282] eta: 0:00:22 time: 0.0685 data_time: 0.0046 memory: 577 2022/08/07 00:03:40 - mmengine - INFO - Epoch(val) [5][5980/6282] eta: 0:00:12 time: 0.0424 data_time: 0.0027 memory: 577 2022/08/07 00:03:40 - mmengine - INFO - Epoch(val) [5][6000/6282] eta: 0:00:11 time: 0.0405 data_time: 0.0041 memory: 606 2022/08/07 00:03:41 - mmengine - INFO - Epoch(val) [5][6020/6282] eta: 0:00:11 time: 0.0427 data_time: 0.0049 memory: 606 2022/08/07 00:03:42 - mmengine - INFO - Epoch(val) [5][6040/6282] eta: 0:00:09 time: 0.0409 data_time: 0.0048 memory: 606 2022/08/07 00:03:43 - mmengine - INFO - Epoch(val) [5][6060/6282] eta: 0:00:09 time: 0.0426 data_time: 0.0053 memory: 606 2022/08/07 00:03:44 - mmengine - INFO - Epoch(val) [5][6080/6282] eta: 0:00:08 time: 0.0414 data_time: 0.0042 memory: 606 2022/08/07 00:03:45 - mmengine - INFO - Epoch(val) [5][6100/6282] eta: 0:00:06 time: 0.0375 data_time: 0.0031 memory: 606 2022/08/07 00:03:45 - mmengine - INFO - Epoch(val) [5][6120/6282] eta: 0:00:03 time: 0.0204 data_time: 0.0014 memory: 606 2022/08/07 00:03:45 - mmengine - INFO - Epoch(val) [5][6140/6282] eta: 0:00:02 time: 0.0200 data_time: 0.0013 memory: 606 2022/08/07 00:03:46 - mmengine - INFO - Epoch(val) [5][6160/6282] eta: 0:00:02 time: 0.0199 data_time: 0.0013 memory: 606 2022/08/07 00:03:46 - mmengine - INFO - Epoch(val) [5][6180/6282] eta: 0:00:02 time: 0.0198 data_time: 0.0013 memory: 606 2022/08/07 00:03:47 - mmengine - INFO - Epoch(val) [5][6200/6282] eta: 0:00:01 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 00:03:47 - mmengine - INFO - Epoch(val) [5][6220/6282] eta: 0:00:01 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 00:03:47 - mmengine - INFO - Epoch(val) [5][6240/6282] eta: 0:00:00 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 00:03:48 - mmengine - INFO - Epoch(val) [5][6260/6282] eta: 0:00:00 time: 0.0223 data_time: 0.0025 memory: 606 2022/08/07 00:03:48 - mmengine - INFO - Epoch(val) [5][6280/6282] eta: 0:00:00 time: 0.0213 data_time: 0.0029 memory: 606 2022/08/07 00:08:41 - mmengine - INFO - Epoch(val) [5][6282/6282] mAP/mAP@0.5IOU: 0.2027 2022/08/07 00:08:41 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/ava_slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_5.pth is removed 2022/08/07 00:08:44 - mmengine - INFO - The best checkpoint with 0.2027 mAP/mAP@0.5IOU at 6 epoch is saved to best_mAP/mAP@0.5IOU_epoch_6.pth. 2022/08/07 00:08:52 - mmengine - INFO - Epoch(train) [6][20/1441] lr: 2.0000e-01 eta: 2:23:59 time: 0.3969 data_time: 0.0451 memory: 8503 grad_norm: 0.1060 recall@thr=0.5: 0.6304 prec@thr=0.5: 0.7772 recall@top3: 0.7681 prec@top3: 0.7029 recall@top5: 0.9348 prec@top5: 0.5043 loss_action_cls: 0.0515 loss: 0.0515 2022/08/07 00:09:00 - mmengine - INFO - Epoch(train) [6][40/1441] lr: 2.0000e-01 eta: 2:23:52 time: 0.4125 data_time: 0.0186 memory: 8503 grad_norm: 0.0981 recall@thr=0.5: 0.8925 prec@thr=0.5: 0.8535 recall@top3: 0.8618 prec@top3: 0.7807 recall@top5: 0.9803 prec@top5: 0.5526 loss_action_cls: 0.0496 loss: 0.0496 2022/08/07 00:09:08 - mmengine - INFO - Epoch(train) [6][60/1441] lr: 2.0000e-01 eta: 2:23:43 time: 0.3827 data_time: 0.0209 memory: 8503 grad_norm: 0.1065 recall@thr=0.5: 0.6077 prec@thr=0.5: 0.7472 recall@top3: 0.6931 prec@top3: 0.5854 recall@top5: 0.8821 prec@top5: 0.4585 loss_action_cls: 0.0500 loss: 0.0500 2022/08/07 00:09:15 - mmengine - INFO - Epoch(train) [6][80/1441] lr: 2.0000e-01 eta: 2:23:33 time: 0.3785 data_time: 0.0164 memory: 8503 grad_norm: 0.1055 recall@thr=0.5: 0.5953 prec@thr=0.5: 0.7000 recall@top3: 0.7060 prec@top3: 0.6600 recall@top5: 0.8613 prec@top5: 0.5040 loss_action_cls: 0.0530 loss: 0.0530 2022/08/07 00:09:23 - mmengine - INFO - Epoch(train) [6][100/1441] lr: 2.0000e-01 eta: 2:23:25 time: 0.3893 data_time: 0.0194 memory: 8503 grad_norm: 0.0989 recall@thr=0.5: 0.6207 prec@thr=0.5: 0.7211 recall@top3: 0.7738 prec@top3: 0.6599 recall@top5: 0.9082 prec@top5: 0.4735 loss_action_cls: 0.0511 loss: 0.0511 2022/08/07 00:09:31 - mmengine - INFO - Epoch(train) [6][120/1441] lr: 2.0000e-01 eta: 2:23:17 time: 0.4037 data_time: 0.0178 memory: 8503 grad_norm: 0.0993 recall@thr=0.5: 0.6033 prec@thr=0.5: 0.7367 recall@top3: 0.7850 prec@top3: 0.6933 recall@top5: 0.9400 prec@top5: 0.5200 loss_action_cls: 0.0533 loss: 0.0533 2022/08/07 00:09:39 - mmengine - INFO - Epoch(train) [6][140/1441] lr: 2.0000e-01 eta: 2:23:09 time: 0.4059 data_time: 0.0213 memory: 8503 grad_norm: 0.1070 recall@thr=0.5: 0.6653 prec@thr=0.5: 0.7297 recall@top3: 0.7734 prec@top3: 0.5856 recall@top5: 0.9486 prec@top5: 0.4432 loss_action_cls: 0.0529 loss: 0.0529 2022/08/07 00:09:47 - mmengine - INFO - Epoch(train) [6][160/1441] lr: 2.0000e-01 eta: 2:23:00 time: 0.3820 data_time: 0.0187 memory: 8503 grad_norm: 0.1016 recall@thr=0.5: 0.6538 prec@thr=0.5: 0.7094 recall@top3: 0.7350 prec@top3: 0.4530 recall@top5: 0.9231 prec@top5: 0.3436 loss_action_cls: 0.0527 loss: 0.0527 2022/08/07 00:09:55 - mmengine - INFO - Epoch(train) [6][180/1441] lr: 2.0000e-01 eta: 2:22:53 time: 0.4083 data_time: 0.0211 memory: 8503 grad_norm: 0.1045 recall@thr=0.5: 0.8373 prec@thr=0.5: 0.8492 recall@top3: 0.8413 prec@top3: 0.6349 recall@top5: 0.9127 prec@top5: 0.4286 loss_action_cls: 0.0535 loss: 0.0535 2022/08/07 00:10:03 - mmengine - INFO - Epoch(train) [6][200/1441] lr: 2.0000e-01 eta: 2:22:46 time: 0.4190 data_time: 0.0171 memory: 8503 grad_norm: 0.1001 recall@thr=0.5: 0.6202 prec@thr=0.5: 0.7619 recall@top3: 0.7544 prec@top3: 0.6984 recall@top5: 0.9198 prec@top5: 0.5095 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 00:10:11 - mmengine - INFO - Epoch(train) [6][220/1441] lr: 2.0000e-01 eta: 2:22:37 time: 0.3798 data_time: 0.0221 memory: 8503 grad_norm: 0.1035 recall@thr=0.5: 0.7907 prec@thr=0.5: 0.8611 recall@top3: 0.9074 prec@top3: 0.7111 recall@top5: 0.9815 prec@top5: 0.4667 loss_action_cls: 0.0518 loss: 0.0518 2022/08/07 00:10:19 - mmengine - INFO - Epoch(train) [6][240/1441] lr: 2.0000e-01 eta: 2:22:29 time: 0.4083 data_time: 0.0184 memory: 8503 grad_norm: 0.1045 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.8013 recall@top3: 0.8173 prec@top3: 0.6731 recall@top5: 0.9247 prec@top5: 0.4692 loss_action_cls: 0.0483 loss: 0.0483 2022/08/07 00:10:27 - mmengine - INFO - Epoch(train) [6][260/1441] lr: 2.0000e-01 eta: 2:22:20 time: 0.3739 data_time: 0.0209 memory: 8503 grad_norm: 0.0976 recall@thr=0.5: 0.6515 prec@thr=0.5: 0.6470 recall@top3: 0.7455 prec@top3: 0.6061 recall@top5: 0.8515 prec@top5: 0.4327 loss_action_cls: 0.0516 loss: 0.0516 2022/08/07 00:10:34 - mmengine - INFO - Epoch(train) [6][280/1441] lr: 2.0000e-01 eta: 2:22:10 time: 0.3720 data_time: 0.0170 memory: 8503 grad_norm: 0.1018 recall@thr=0.5: 0.5865 prec@thr=0.5: 0.7327 recall@top3: 0.6987 prec@top3: 0.6038 recall@top5: 0.8940 prec@top5: 0.4906 loss_action_cls: 0.0502 loss: 0.0502 2022/08/07 00:10:42 - mmengine - INFO - Epoch(train) [6][300/1441] lr: 2.0000e-01 eta: 2:22:03 time: 0.4142 data_time: 0.0224 memory: 8503 grad_norm: 0.1052 recall@thr=0.5: 0.6032 prec@thr=0.5: 0.6230 recall@top3: 0.6885 prec@top3: 0.5873 recall@top5: 0.8611 prec@top5: 0.4571 loss_action_cls: 0.0501 loss: 0.0501 2022/08/07 00:10:50 - mmengine - INFO - Epoch(train) [6][320/1441] lr: 2.0000e-01 eta: 2:21:54 time: 0.3843 data_time: 0.0178 memory: 8503 grad_norm: 0.1013 recall@thr=0.5: 0.6818 prec@thr=0.5: 0.7146 recall@top3: 0.8131 prec@top3: 0.5455 recall@top5: 0.9040 prec@top5: 0.3818 loss_action_cls: 0.0472 loss: 0.0472 2022/08/07 00:10:58 - mmengine - INFO - Epoch(train) [6][340/1441] lr: 2.0000e-01 eta: 2:21:45 time: 0.3747 data_time: 0.0210 memory: 8503 grad_norm: 0.1021 recall@thr=0.5: 0.6439 prec@thr=0.5: 0.6260 recall@top3: 0.7496 prec@top3: 0.5041 recall@top5: 0.9354 prec@top5: 0.3854 loss_action_cls: 0.0528 loss: 0.0528 2022/08/07 00:11:06 - mmengine - INFO - Epoch(train) [6][360/1441] lr: 2.0000e-01 eta: 2:21:38 time: 0.4221 data_time: 0.0236 memory: 8503 grad_norm: 0.1013 recall@thr=0.5: 0.5883 prec@thr=0.5: 0.6333 recall@top3: 0.7733 prec@top3: 0.6733 recall@top5: 0.9167 prec@top5: 0.4840 loss_action_cls: 0.0490 loss: 0.0490 2022/08/07 00:11:14 - mmengine - INFO - Epoch(train) [6][380/1441] lr: 2.0000e-01 eta: 2:21:30 time: 0.4073 data_time: 0.0224 memory: 8503 grad_norm: 0.1111 recall@thr=0.5: 0.5593 prec@thr=0.5: 0.5926 recall@top3: 0.6759 prec@top3: 0.5852 recall@top5: 0.8648 prec@top5: 0.4622 loss_action_cls: 0.0514 loss: 0.0514 2022/08/07 00:11:22 - mmengine - INFO - Epoch(train) [6][400/1441] lr: 2.0000e-01 eta: 2:21:22 time: 0.3872 data_time: 0.0173 memory: 8503 grad_norm: 0.1047 recall@thr=0.5: 0.6992 prec@thr=0.5: 0.7520 recall@top3: 0.7805 prec@top3: 0.5854 recall@top5: 0.9065 prec@top5: 0.4049 loss_action_cls: 0.0487 loss: 0.0487 2022/08/07 00:11:30 - mmengine - INFO - Epoch(train) [6][420/1441] lr: 2.0000e-01 eta: 2:21:14 time: 0.4133 data_time: 0.0221 memory: 8503 grad_norm: 0.1022 recall@thr=0.5: 0.5803 prec@thr=0.5: 0.6167 recall@top3: 0.6939 prec@top3: 0.5879 recall@top5: 0.8697 prec@top5: 0.4291 loss_action_cls: 0.0486 loss: 0.0486 2022/08/07 00:11:38 - mmengine - INFO - Epoch(train) [6][440/1441] lr: 2.0000e-01 eta: 2:21:06 time: 0.3835 data_time: 0.0181 memory: 8503 grad_norm: 0.1051 recall@thr=0.5: 0.6208 prec@thr=0.5: 0.6612 recall@top3: 0.7083 prec@top3: 0.5750 recall@top5: 0.8250 prec@top5: 0.4050 loss_action_cls: 0.0547 loss: 0.0547 2022/08/07 00:11:46 - mmengine - INFO - Epoch(train) [6][460/1441] lr: 2.0000e-01 eta: 2:20:59 time: 0.4294 data_time: 0.0213 memory: 8503 grad_norm: 0.1142 recall@thr=0.5: 0.5894 prec@thr=0.5: 0.5813 recall@top3: 0.7561 prec@top3: 0.5366 recall@top5: 0.8984 prec@top5: 0.4000 loss_action_cls: 0.0494 loss: 0.0494 2022/08/07 00:11:54 - mmengine - INFO - Epoch(train) [6][480/1441] lr: 2.0000e-01 eta: 2:20:50 time: 0.3773 data_time: 0.0179 memory: 8503 grad_norm: 0.1051 recall@thr=0.5: 0.6209 prec@thr=0.5: 0.7255 recall@top3: 0.7369 prec@top3: 0.6209 recall@top5: 0.9118 prec@top5: 0.4667 loss_action_cls: 0.0549 loss: 0.0549 2022/08/07 00:12:02 - mmengine - INFO - Epoch(train) [6][500/1441] lr: 2.0000e-01 eta: 2:20:43 time: 0.4241 data_time: 0.0217 memory: 8503 grad_norm: 0.1025 recall@thr=0.5: 0.6476 prec@thr=0.5: 0.7143 recall@top3: 0.7381 prec@top3: 0.5429 recall@top5: 0.9262 prec@top5: 0.4171 loss_action_cls: 0.0484 loss: 0.0484 2022/08/07 00:12:10 - mmengine - INFO - Epoch(train) [6][520/1441] lr: 2.0000e-01 eta: 2:20:34 time: 0.3820 data_time: 0.0170 memory: 8503 grad_norm: 0.1026 recall@thr=0.5: 0.5014 prec@thr=0.5: 0.7041 recall@top3: 0.6745 prec@top3: 0.6463 recall@top5: 0.9405 prec@top5: 0.5429 loss_action_cls: 0.0476 loss: 0.0476 2022/08/07 00:12:18 - mmengine - INFO - Epoch(train) [6][540/1441] lr: 2.0000e-01 eta: 2:20:27 time: 0.4093 data_time: 0.0225 memory: 8503 grad_norm: 0.1014 recall@thr=0.5: 0.6493 prec@thr=0.5: 0.7344 recall@top3: 0.8003 prec@top3: 0.6389 recall@top5: 0.9132 prec@top5: 0.4583 loss_action_cls: 0.0515 loss: 0.0515 2022/08/07 00:12:26 - mmengine - INFO - Epoch(train) [6][560/1441] lr: 2.0000e-01 eta: 2:20:19 time: 0.4073 data_time: 0.0195 memory: 8503 grad_norm: 0.1072 recall@thr=0.5: 0.6930 prec@thr=0.5: 0.7018 recall@top3: 0.7851 prec@top3: 0.5877 recall@top5: 0.9737 prec@top5: 0.4632 loss_action_cls: 0.0514 loss: 0.0514 2022/08/07 00:12:35 - mmengine - INFO - Epoch(train) [6][580/1441] lr: 2.0000e-01 eta: 2:20:11 time: 0.4042 data_time: 0.0227 memory: 8503 grad_norm: 0.0990 recall@thr=0.5: 0.6908 prec@thr=0.5: 0.7851 recall@top3: 0.7763 prec@top3: 0.6228 recall@top5: 0.9123 prec@top5: 0.4632 loss_action_cls: 0.0514 loss: 0.0514 2022/08/07 00:12:42 - mmengine - INFO - Epoch(train) [6][600/1441] lr: 2.0000e-01 eta: 2:20:03 time: 0.3949 data_time: 0.0181 memory: 8503 grad_norm: 0.0981 recall@thr=0.5: 0.5634 prec@thr=0.5: 0.7745 recall@top3: 0.7523 prec@top3: 0.6340 recall@top5: 0.9101 prec@top5: 0.4510 loss_action_cls: 0.0514 loss: 0.0514 2022/08/07 00:12:50 - mmengine - INFO - Epoch(train) [6][620/1441] lr: 2.0000e-01 eta: 2:19:54 time: 0.3864 data_time: 0.0228 memory: 8503 grad_norm: 0.1019 recall@thr=0.5: 0.6986 prec@thr=0.5: 0.7376 recall@top3: 0.7784 prec@top3: 0.6738 recall@top5: 0.9113 prec@top5: 0.4681 loss_action_cls: 0.0523 loss: 0.0523 2022/08/07 00:12:58 - mmengine - INFO - Epoch(train) [6][640/1441] lr: 2.0000e-01 eta: 2:19:45 time: 0.3797 data_time: 0.0182 memory: 8503 grad_norm: 0.1052 recall@thr=0.5: 0.6682 prec@thr=0.5: 0.6840 recall@top3: 0.7358 prec@top3: 0.5849 recall@top5: 0.8616 prec@top5: 0.4264 loss_action_cls: 0.0537 loss: 0.0537 2022/08/07 00:13:06 - mmengine - INFO - Epoch(train) [6][660/1441] lr: 2.0000e-01 eta: 2:19:37 time: 0.3915 data_time: 0.0223 memory: 8503 grad_norm: 0.0948 recall@thr=0.5: 0.6701 prec@thr=0.5: 0.7692 recall@top3: 0.8214 prec@top3: 0.6923 recall@top5: 0.9282 prec@top5: 0.4718 loss_action_cls: 0.0493 loss: 0.0493 2022/08/07 00:13:14 - mmengine - INFO - Epoch(train) [6][680/1441] lr: 2.0000e-01 eta: 2:19:30 time: 0.4169 data_time: 0.0188 memory: 8503 grad_norm: 0.1020 recall@thr=0.5: 0.4981 prec@thr=0.5: 0.7006 recall@top3: 0.6833 prec@top3: 0.6358 recall@top5: 0.8682 prec@top5: 0.4852 loss_action_cls: 0.0509 loss: 0.0509 2022/08/07 00:13:22 - mmengine - INFO - Epoch(train) [6][700/1441] lr: 2.0000e-01 eta: 2:19:22 time: 0.3983 data_time: 0.0416 memory: 8503 grad_norm: 0.1012 recall@thr=0.5: 0.7712 prec@thr=0.5: 0.8137 recall@top3: 0.8775 prec@top3: 0.7582 recall@top5: 0.9493 prec@top5: 0.5020 loss_action_cls: 0.0483 loss: 0.0483 2022/08/07 00:13:30 - mmengine - INFO - Epoch(train) [6][720/1441] lr: 2.0000e-01 eta: 2:19:14 time: 0.4067 data_time: 0.0185 memory: 8503 grad_norm: 0.1038 recall@thr=0.5: 0.7233 prec@thr=0.5: 0.7358 recall@top3: 0.8145 prec@top3: 0.5975 recall@top5: 0.8962 prec@top5: 0.4113 loss_action_cls: 0.0519 loss: 0.0519 2022/08/07 00:13:38 - mmengine - INFO - Epoch(train) [6][740/1441] lr: 2.0000e-01 eta: 2:19:06 time: 0.3903 data_time: 0.0230 memory: 8503 grad_norm: 0.0988 recall@thr=0.5: 0.6478 prec@thr=0.5: 0.7858 recall@top3: 0.7571 prec@top3: 0.6852 recall@top5: 0.8599 prec@top5: 0.4815 loss_action_cls: 0.0495 loss: 0.0495 2022/08/07 00:13:46 - mmengine - INFO - Epoch(train) [6][760/1441] lr: 2.0000e-01 eta: 2:18:58 time: 0.3974 data_time: 0.0183 memory: 8503 grad_norm: 0.1067 recall@thr=0.5: 0.4644 prec@thr=0.5: 0.5694 recall@top3: 0.7005 prec@top3: 0.5648 recall@top5: 0.8968 prec@top5: 0.4500 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 00:13:54 - mmengine - INFO - Epoch(train) [6][780/1441] lr: 2.0000e-01 eta: 2:18:51 time: 0.4242 data_time: 0.0243 memory: 8503 grad_norm: 0.1091 recall@thr=0.5: 0.7236 prec@thr=0.5: 0.7077 recall@top3: 0.8577 prec@top3: 0.6423 recall@top5: 0.9919 prec@top5: 0.4683 loss_action_cls: 0.0527 loss: 0.0527 2022/08/07 00:14:00 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 00:14:02 - mmengine - INFO - Epoch(train) [6][800/1441] lr: 2.0000e-01 eta: 2:18:43 time: 0.4086 data_time: 0.0175 memory: 8503 grad_norm: 0.1009 recall@thr=0.5: 0.6423 prec@thr=0.5: 0.7134 recall@top3: 0.7663 prec@top3: 0.6423 recall@top5: 0.8618 prec@top5: 0.4390 loss_action_cls: 0.0484 loss: 0.0484 2022/08/07 00:14:11 - mmengine - INFO - Epoch(train) [6][820/1441] lr: 2.0000e-01 eta: 2:18:36 time: 0.4048 data_time: 0.0221 memory: 8503 grad_norm: 0.0966 recall@thr=0.5: 0.6216 prec@thr=0.5: 0.7320 recall@top3: 0.8333 prec@top3: 0.7207 recall@top5: 0.9369 prec@top5: 0.4919 loss_action_cls: 0.0498 loss: 0.0498 2022/08/07 00:14:18 - mmengine - INFO - Epoch(train) [6][840/1441] lr: 2.0000e-01 eta: 2:18:27 time: 0.3873 data_time: 0.0180 memory: 8503 grad_norm: 0.0988 recall@thr=0.5: 0.7098 prec@thr=0.5: 0.8562 recall@top3: 0.8160 prec@top3: 0.6405 recall@top5: 0.9706 prec@top5: 0.4667 loss_action_cls: 0.0475 loss: 0.0475 2022/08/07 00:14:26 - mmengine - INFO - Epoch(train) [6][860/1441] lr: 2.0000e-01 eta: 2:18:19 time: 0.4100 data_time: 0.0222 memory: 8503 grad_norm: 0.1003 recall@thr=0.5: 0.4802 prec@thr=0.5: 0.5040 recall@top3: 0.5278 prec@top3: 0.4286 recall@top5: 0.8095 prec@top5: 0.3714 loss_action_cls: 0.0515 loss: 0.0515 2022/08/07 00:14:35 - mmengine - INFO - Epoch(train) [6][880/1441] lr: 2.0000e-01 eta: 2:18:12 time: 0.4195 data_time: 0.0187 memory: 8503 grad_norm: 0.0988 recall@thr=0.5: 0.7826 prec@thr=0.5: 0.8152 recall@top3: 0.8424 prec@top3: 0.6739 recall@top5: 0.9511 prec@top5: 0.4783 loss_action_cls: 0.0501 loss: 0.0501 2022/08/07 00:14:43 - mmengine - INFO - Epoch(train) [6][900/1441] lr: 2.0000e-01 eta: 2:18:04 time: 0.3992 data_time: 0.0232 memory: 8503 grad_norm: 0.1007 recall@thr=0.5: 0.6714 prec@thr=0.5: 0.6619 recall@top3: 0.8000 prec@top3: 0.5333 recall@top5: 0.9357 prec@top5: 0.3943 loss_action_cls: 0.0509 loss: 0.0509 2022/08/07 00:14:51 - mmengine - INFO - Epoch(train) [6][920/1441] lr: 2.0000e-01 eta: 2:17:57 time: 0.4070 data_time: 0.0190 memory: 8503 grad_norm: 0.1077 recall@thr=0.5: 0.6508 prec@thr=0.5: 0.7248 recall@top3: 0.8199 prec@top3: 0.6829 recall@top5: 0.9411 prec@top5: 0.4976 loss_action_cls: 0.0473 loss: 0.0473 2022/08/07 00:14:59 - mmengine - INFO - Epoch(train) [6][940/1441] lr: 2.0000e-01 eta: 2:17:48 time: 0.3875 data_time: 0.0234 memory: 8503 grad_norm: 0.1031 recall@thr=0.5: 0.4975 prec@thr=0.5: 0.6348 recall@top3: 0.6373 prec@top3: 0.5686 recall@top5: 0.8529 prec@top5: 0.4353 loss_action_cls: 0.0483 loss: 0.0483 2022/08/07 00:15:07 - mmengine - INFO - Epoch(train) [6][960/1441] lr: 2.0000e-01 eta: 2:17:41 time: 0.4146 data_time: 0.0177 memory: 8503 grad_norm: 0.1020 recall@thr=0.5: 0.6852 prec@thr=0.5: 0.7894 recall@top3: 0.8287 prec@top3: 0.6574 recall@top5: 0.9213 prec@top5: 0.4444 loss_action_cls: 0.0491 loss: 0.0491 2022/08/07 00:15:15 - mmengine - INFO - Epoch(train) [6][980/1441] lr: 2.0000e-01 eta: 2:17:32 time: 0.3775 data_time: 0.0224 memory: 8503 grad_norm: 0.0960 recall@thr=0.5: 0.7405 prec@thr=0.5: 0.7519 recall@top3: 0.7936 prec@top3: 0.7045 recall@top5: 0.9356 prec@top5: 0.5136 loss_action_cls: 0.0502 loss: 0.0502 2022/08/07 00:15:23 - mmengine - INFO - Epoch(train) [6][1000/1441] lr: 2.0000e-01 eta: 2:17:24 time: 0.4044 data_time: 0.0191 memory: 8503 grad_norm: 0.0978 recall@thr=0.5: 0.7102 prec@thr=0.5: 0.7424 recall@top3: 0.8049 prec@top3: 0.6591 recall@top5: 0.9583 prec@top5: 0.4909 loss_action_cls: 0.0501 loss: 0.0501 2022/08/07 00:15:30 - mmengine - INFO - Epoch(train) [6][1020/1441] lr: 2.0000e-01 eta: 2:17:15 time: 0.3851 data_time: 0.0306 memory: 8503 grad_norm: 0.1046 recall@thr=0.5: 0.5583 prec@thr=0.5: 0.6333 recall@top3: 0.7167 prec@top3: 0.5750 recall@top5: 0.9083 prec@top5: 0.4400 loss_action_cls: 0.0519 loss: 0.0519 2022/08/07 00:15:38 - mmengine - INFO - Epoch(train) [6][1040/1441] lr: 2.0000e-01 eta: 2:17:06 time: 0.3786 data_time: 0.0181 memory: 8503 grad_norm: 0.1068 recall@thr=0.5: 0.5933 prec@thr=0.5: 0.8373 recall@top3: 0.7262 prec@top3: 0.5873 recall@top5: 0.9226 prec@top5: 0.4571 loss_action_cls: 0.0459 loss: 0.0459 2022/08/07 00:15:46 - mmengine - INFO - Epoch(train) [6][1060/1441] lr: 2.0000e-01 eta: 2:16:58 time: 0.4023 data_time: 0.0266 memory: 8503 grad_norm: 0.1003 recall@thr=0.5: 0.6401 prec@thr=0.5: 0.8153 recall@top3: 0.8225 prec@top3: 0.6306 recall@top5: 0.9527 prec@top5: 0.4486 loss_action_cls: 0.0507 loss: 0.0507 2022/08/07 00:15:54 - mmengine - INFO - Epoch(train) [6][1080/1441] lr: 2.0000e-01 eta: 2:16:49 time: 0.3823 data_time: 0.0183 memory: 8503 grad_norm: 0.1069 recall@thr=0.5: 0.6215 prec@thr=0.5: 0.7587 recall@top3: 0.7326 prec@top3: 0.6319 recall@top5: 0.8837 prec@top5: 0.4750 loss_action_cls: 0.0480 loss: 0.0480 2022/08/07 00:16:02 - mmengine - INFO - Epoch(train) [6][1100/1441] lr: 2.0000e-01 eta: 2:16:43 time: 0.4317 data_time: 0.0250 memory: 8503 grad_norm: 0.1021 recall@thr=0.5: 0.6803 prec@thr=0.5: 0.7456 recall@top3: 0.7395 prec@top3: 0.6140 recall@top5: 0.8728 prec@top5: 0.4421 loss_action_cls: 0.0469 loss: 0.0469 2022/08/07 00:16:10 - mmengine - INFO - Epoch(train) [6][1120/1441] lr: 2.0000e-01 eta: 2:16:34 time: 0.3776 data_time: 0.0180 memory: 8503 grad_norm: 0.1026 recall@thr=0.5: 0.6759 prec@thr=0.5: 0.8500 recall@top3: 0.7852 prec@top3: 0.6519 recall@top5: 0.9741 prec@top5: 0.4933 loss_action_cls: 0.0503 loss: 0.0503 2022/08/07 00:16:17 - mmengine - INFO - Epoch(train) [6][1140/1441] lr: 2.0000e-01 eta: 2:16:25 time: 0.3803 data_time: 0.0236 memory: 8503 grad_norm: 0.1014 recall@thr=0.5: 0.6700 prec@thr=0.5: 0.6917 recall@top3: 0.7350 prec@top3: 0.5333 recall@top5: 0.8883 prec@top5: 0.3920 loss_action_cls: 0.0488 loss: 0.0488 2022/08/07 00:16:25 - mmengine - INFO - Epoch(train) [6][1160/1441] lr: 2.0000e-01 eta: 2:16:17 time: 0.3966 data_time: 0.0179 memory: 8503 grad_norm: 0.1021 recall@thr=0.5: 0.6000 prec@thr=0.5: 0.7926 recall@top3: 0.7907 prec@top3: 0.6519 recall@top5: 0.8852 prec@top5: 0.4489 loss_action_cls: 0.0477 loss: 0.0477 2022/08/07 00:16:33 - mmengine - INFO - Epoch(train) [6][1180/1441] lr: 2.0000e-01 eta: 2:16:08 time: 0.3828 data_time: 0.0228 memory: 8503 grad_norm: 0.0993 recall@thr=0.5: 0.7683 prec@thr=0.5: 0.8167 recall@top3: 0.8723 prec@top3: 0.7600 recall@top5: 0.9800 prec@top5: 0.5280 loss_action_cls: 0.0465 loss: 0.0465 2022/08/07 00:16:41 - mmengine - INFO - Epoch(train) [6][1200/1441] lr: 2.0000e-01 eta: 2:16:01 time: 0.4234 data_time: 0.0193 memory: 8503 grad_norm: 0.1032 recall@thr=0.5: 0.4692 prec@thr=0.5: 0.6504 recall@top3: 0.6877 prec@top3: 0.5652 recall@top5: 0.8772 prec@top5: 0.4478 loss_action_cls: 0.0536 loss: 0.0536 2022/08/07 00:16:50 - mmengine - INFO - Epoch(train) [6][1220/1441] lr: 2.0000e-01 eta: 2:15:53 time: 0.4071 data_time: 0.0230 memory: 8503 grad_norm: 0.1051 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.6201 recall@top3: 0.6789 prec@top3: 0.5686 recall@top5: 0.8873 prec@top5: 0.4471 loss_action_cls: 0.0483 loss: 0.0483 2022/08/07 00:16:57 - mmengine - INFO - Epoch(train) [6][1240/1441] lr: 2.0000e-01 eta: 2:15:44 time: 0.3786 data_time: 0.0183 memory: 8503 grad_norm: 0.1011 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7130 recall@top3: 0.7755 prec@top3: 0.5926 recall@top5: 0.9236 prec@top5: 0.4389 loss_action_cls: 0.0490 loss: 0.0490 2022/08/07 00:17:05 - mmengine - INFO - Epoch(train) [6][1260/1441] lr: 2.0000e-01 eta: 2:15:37 time: 0.4123 data_time: 0.0248 memory: 8503 grad_norm: 0.1021 recall@thr=0.5: 0.4776 prec@thr=0.5: 0.6016 recall@top3: 0.7419 prec@top3: 0.6179 recall@top5: 0.8293 prec@top5: 0.4195 loss_action_cls: 0.0493 loss: 0.0493 2022/08/07 00:17:14 - mmengine - INFO - Epoch(train) [6][1280/1441] lr: 2.0000e-01 eta: 2:15:29 time: 0.4063 data_time: 0.0188 memory: 8503 grad_norm: 0.1013 recall@thr=0.5: 0.5890 prec@thr=0.5: 0.7102 recall@top3: 0.7159 prec@top3: 0.6515 recall@top5: 0.8788 prec@top5: 0.5000 loss_action_cls: 0.0508 loss: 0.0508 2022/08/07 00:17:21 - mmengine - INFO - Epoch(train) [6][1300/1441] lr: 2.0000e-01 eta: 2:15:21 time: 0.3826 data_time: 0.0218 memory: 8503 grad_norm: 0.1089 recall@thr=0.5: 0.6963 prec@thr=0.5: 0.8148 recall@top3: 0.7759 prec@top3: 0.6963 recall@top5: 0.9315 prec@top5: 0.5289 loss_action_cls: 0.0518 loss: 0.0518 2022/08/07 00:17:29 - mmengine - INFO - Epoch(train) [6][1320/1441] lr: 2.0000e-01 eta: 2:15:12 time: 0.3810 data_time: 0.0178 memory: 8503 grad_norm: 0.1028 recall@thr=0.5: 0.7600 prec@thr=0.5: 0.8850 recall@top3: 0.8333 prec@top3: 0.7333 recall@top5: 0.9367 prec@top5: 0.5080 loss_action_cls: 0.0486 loss: 0.0486 2022/08/07 00:17:37 - mmengine - INFO - Epoch(train) [6][1340/1441] lr: 2.0000e-01 eta: 2:15:04 time: 0.3980 data_time: 0.0210 memory: 8503 grad_norm: 0.1000 recall@thr=0.5: 0.5390 prec@thr=0.5: 0.7400 recall@top3: 0.7540 prec@top3: 0.6867 recall@top5: 0.9000 prec@top5: 0.5080 loss_action_cls: 0.0504 loss: 0.0504 2022/08/07 00:17:45 - mmengine - INFO - Epoch(train) [6][1360/1441] lr: 2.0000e-01 eta: 2:14:55 time: 0.3890 data_time: 0.0301 memory: 8503 grad_norm: 0.0988 recall@thr=0.5: 0.6481 prec@thr=0.5: 0.6105 recall@top3: 0.7853 prec@top3: 0.5504 recall@top5: 0.8973 prec@top5: 0.3953 loss_action_cls: 0.0490 loss: 0.0490 2022/08/07 00:17:53 - mmengine - INFO - Epoch(train) [6][1380/1441] lr: 2.0000e-01 eta: 2:14:47 time: 0.3968 data_time: 0.0208 memory: 8503 grad_norm: 0.0979 recall@thr=0.5: 0.7340 prec@thr=0.5: 0.7484 recall@top3: 0.8252 prec@top3: 0.5912 recall@top5: 0.9208 prec@top5: 0.4075 loss_action_cls: 0.0511 loss: 0.0511 2022/08/07 00:18:01 - mmengine - INFO - Epoch(train) [6][1400/1441] lr: 2.0000e-01 eta: 2:14:39 time: 0.4001 data_time: 0.0183 memory: 8503 grad_norm: 0.1039 recall@thr=0.5: 0.7558 prec@thr=0.5: 0.7888 recall@top3: 0.8295 prec@top3: 0.5271 recall@top5: 0.9419 prec@top5: 0.3953 loss_action_cls: 0.0511 loss: 0.0511 2022/08/07 00:18:08 - mmengine - INFO - Epoch(train) [6][1420/1441] lr: 2.0000e-01 eta: 2:14:30 time: 0.3760 data_time: 0.0221 memory: 8503 grad_norm: 0.1008 recall@thr=0.5: 0.7009 prec@thr=0.5: 0.8162 recall@top3: 0.9145 prec@top3: 0.6752 recall@top5: 0.9872 prec@top5: 0.4410 loss_action_cls: 0.0474 loss: 0.0474 2022/08/07 00:18:16 - mmengine - INFO - Epoch(train) [6][1440/1441] lr: 2.0000e-01 eta: 2:14:21 time: 0.3899 data_time: 0.0194 memory: 8503 grad_norm: 0.1045 recall@thr=0.5: 0.6620 prec@thr=0.5: 0.7778 recall@top3: 0.6912 prec@top3: 0.5926 recall@top5: 0.8620 prec@top5: 0.4611 loss_action_cls: 0.0517 loss: 0.0517 2022/08/07 00:18:16 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 00:18:16 - mmengine - INFO - Epoch(train) [6][1441/1441] lr: 2.0000e-01 eta: 2:14:21 time: 0.3809 data_time: 0.0182 memory: 4495 grad_norm: 0.1057 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.9458 recall@top3: 0.7958 prec@top3: 0.7333 recall@top5: 0.9750 prec@top5: 0.5500 loss_action_cls: 0.0516 loss: 0.0516 2022/08/07 00:18:16 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/08/07 00:18:22 - mmengine - INFO - Epoch(val) [6][20/6282] eta: 0:04:49 time: 0.0462 data_time: 0.0063 memory: 560 2022/08/07 00:18:23 - mmengine - INFO - Epoch(val) [6][40/6282] eta: 0:04:32 time: 0.0436 data_time: 0.0059 memory: 560 2022/08/07 00:18:24 - mmengine - INFO - Epoch(val) [6][60/6282] eta: 0:04:07 time: 0.0398 data_time: 0.0042 memory: 560 2022/08/07 00:18:25 - mmengine - INFO - Epoch(val) [6][80/6282] eta: 0:04:12 time: 0.0407 data_time: 0.0050 memory: 560 2022/08/07 00:18:26 - mmengine - INFO - Epoch(val) [6][100/6282] eta: 0:04:19 time: 0.0420 data_time: 0.0043 memory: 560 2022/08/07 00:18:26 - mmengine - INFO - Epoch(val) [6][120/6282] eta: 0:04:30 time: 0.0439 data_time: 0.0043 memory: 606 2022/08/07 00:18:27 - mmengine - INFO - Epoch(val) [6][140/6282] eta: 0:04:35 time: 0.0449 data_time: 0.0049 memory: 606 2022/08/07 00:18:28 - mmengine - INFO - Epoch(val) [6][160/6282] eta: 0:04:49 time: 0.0472 data_time: 0.0054 memory: 606 2022/08/07 00:18:30 - mmengine - INFO - Epoch(val) [6][180/6282] eta: 0:07:01 time: 0.0690 data_time: 0.0064 memory: 606 2022/08/07 00:18:31 - mmengine - INFO - Epoch(val) [6][200/6282] eta: 0:04:24 time: 0.0435 data_time: 0.0065 memory: 606 2022/08/07 00:18:31 - mmengine - INFO - Epoch(val) [6][220/6282] eta: 0:04:00 time: 0.0397 data_time: 0.0057 memory: 577 2022/08/07 00:18:32 - mmengine - INFO - Epoch(val) [6][240/6282] eta: 0:04:05 time: 0.0406 data_time: 0.0050 memory: 577 2022/08/07 00:18:33 - mmengine - INFO - Epoch(val) [6][260/6282] eta: 0:04:19 time: 0.0432 data_time: 0.0059 memory: 577 2022/08/07 00:18:34 - mmengine - INFO - Epoch(val) [6][280/6282] eta: 0:04:10 time: 0.0418 data_time: 0.0059 memory: 577 2022/08/07 00:18:35 - mmengine - INFO - Epoch(val) [6][300/6282] eta: 0:04:12 time: 0.0422 data_time: 0.0042 memory: 606 2022/08/07 00:18:36 - mmengine - INFO - Epoch(val) [6][320/6282] eta: 0:04:24 time: 0.0444 data_time: 0.0040 memory: 606 2022/08/07 00:18:37 - mmengine - INFO - Epoch(val) [6][340/6282] eta: 0:04:15 time: 0.0430 data_time: 0.0060 memory: 606 2022/08/07 00:18:37 - mmengine - INFO - Epoch(val) [6][360/6282] eta: 0:04:18 time: 0.0436 data_time: 0.0059 memory: 606 2022/08/07 00:18:38 - mmengine - INFO - Epoch(val) [6][380/6282] eta: 0:04:24 time: 0.0449 data_time: 0.0051 memory: 606 2022/08/07 00:18:39 - mmengine - INFO - Epoch(val) [6][400/6282] eta: 0:04:36 time: 0.0470 data_time: 0.0057 memory: 606 2022/08/07 00:18:40 - mmengine - INFO - Epoch(val) [6][420/6282] eta: 0:04:06 time: 0.0421 data_time: 0.0036 memory: 579 2022/08/07 00:18:41 - mmengine - INFO - Epoch(val) [6][440/6282] eta: 0:03:53 time: 0.0400 data_time: 0.0057 memory: 579 2022/08/07 00:18:42 - mmengine - INFO - Epoch(val) [6][460/6282] eta: 0:03:51 time: 0.0397 data_time: 0.0049 memory: 579 2022/08/07 00:18:43 - mmengine - INFO - Epoch(val) [6][480/6282] eta: 0:03:54 time: 0.0404 data_time: 0.0044 memory: 579 2022/08/07 00:18:43 - mmengine - INFO - Epoch(val) [6][500/6282] eta: 0:03:51 time: 0.0400 data_time: 0.0037 memory: 579 2022/08/07 00:18:44 - mmengine - INFO - Epoch(val) [6][520/6282] eta: 0:03:39 time: 0.0381 data_time: 0.0033 memory: 577 2022/08/07 00:18:45 - mmengine - INFO - Epoch(val) [6][540/6282] eta: 0:03:58 time: 0.0415 data_time: 0.0033 memory: 577 2022/08/07 00:18:46 - mmengine - INFO - Epoch(val) [6][560/6282] eta: 0:04:28 time: 0.0470 data_time: 0.0069 memory: 577 2022/08/07 00:18:47 - mmengine - INFO - Epoch(val) [6][580/6282] eta: 0:04:45 time: 0.0501 data_time: 0.0038 memory: 577 2022/08/07 00:18:48 - mmengine - INFO - Epoch(val) [6][600/6282] eta: 0:04:27 time: 0.0471 data_time: 0.0047 memory: 577 2022/08/07 00:18:49 - mmengine - INFO - Epoch(val) [6][620/6282] eta: 0:04:29 time: 0.0476 data_time: 0.0063 memory: 577 2022/08/07 00:18:50 - mmengine - INFO - Epoch(val) [6][640/6282] eta: 0:06:22 time: 0.0679 data_time: 0.0054 memory: 575 2022/08/07 00:18:51 - mmengine - INFO - Epoch(val) [6][660/6282] eta: 0:03:48 time: 0.0407 data_time: 0.0039 memory: 575 2022/08/07 00:18:52 - mmengine - INFO - Epoch(val) [6][680/6282] eta: 0:04:09 time: 0.0445 data_time: 0.0071 memory: 575 2022/08/07 00:18:53 - mmengine - INFO - Epoch(val) [6][700/6282] eta: 0:03:54 time: 0.0419 data_time: 0.0055 memory: 575 2022/08/07 00:18:54 - mmengine - INFO - Epoch(val) [6][720/6282] eta: 0:04:01 time: 0.0434 data_time: 0.0032 memory: 606 2022/08/07 00:18:55 - mmengine - INFO - Epoch(val) [6][740/6282] eta: 0:04:16 time: 0.0462 data_time: 0.0043 memory: 606 2022/08/07 00:18:55 - mmengine - INFO - Epoch(val) [6][760/6282] eta: 0:03:45 time: 0.0408 data_time: 0.0032 memory: 606 2022/08/07 00:18:56 - mmengine - INFO - Epoch(val) [6][780/6282] eta: 0:04:06 time: 0.0448 data_time: 0.0030 memory: 606 2022/08/07 00:18:57 - mmengine - INFO - Epoch(val) [6][800/6282] eta: 0:03:53 time: 0.0427 data_time: 0.0042 memory: 606 2022/08/07 00:18:58 - mmengine - INFO - Epoch(val) [6][820/6282] eta: 0:03:52 time: 0.0426 data_time: 0.0041 memory: 606 2022/08/07 00:18:59 - mmengine - INFO - Epoch(val) [6][840/6282] eta: 0:03:40 time: 0.0405 data_time: 0.0050 memory: 577 2022/08/07 00:19:00 - mmengine - INFO - Epoch(val) [6][860/6282] eta: 0:04:16 time: 0.0473 data_time: 0.0042 memory: 577 2022/08/07 00:19:01 - mmengine - INFO - Epoch(val) [6][880/6282] eta: 0:03:45 time: 0.0417 data_time: 0.0037 memory: 577 2022/08/07 00:19:01 - mmengine - INFO - Epoch(val) [6][900/6282] eta: 0:03:36 time: 0.0403 data_time: 0.0047 memory: 577 2022/08/07 00:19:02 - mmengine - INFO - Epoch(val) [6][920/6282] eta: 0:03:48 time: 0.0426 data_time: 0.0043 memory: 577 2022/08/07 00:19:03 - mmengine - INFO - Epoch(val) [6][940/6282] eta: 0:03:44 time: 0.0421 data_time: 0.0033 memory: 560 2022/08/07 00:19:04 - mmengine - INFO - Epoch(val) [6][960/6282] eta: 0:03:50 time: 0.0432 data_time: 0.0053 memory: 560 2022/08/07 00:19:05 - mmengine - INFO - Epoch(val) [6][980/6282] eta: 0:03:43 time: 0.0422 data_time: 0.0052 memory: 560 2022/08/07 00:19:06 - mmengine - INFO - Epoch(val) [6][1000/6282] eta: 0:03:39 time: 0.0416 data_time: 0.0036 memory: 560 2022/08/07 00:19:07 - mmengine - INFO - Epoch(val) [6][1020/6282] eta: 0:03:14 time: 0.0370 data_time: 0.0036 memory: 577 2022/08/07 00:19:07 - mmengine - INFO - Epoch(val) [6][1040/6282] eta: 0:03:42 time: 0.0425 data_time: 0.0049 memory: 577 2022/08/07 00:19:08 - mmengine - INFO - Epoch(val) [6][1060/6282] eta: 0:03:51 time: 0.0443 data_time: 0.0079 memory: 577 2022/08/07 00:19:10 - mmengine - INFO - Epoch(val) [6][1080/6282] eta: 0:05:47 time: 0.0669 data_time: 0.0035 memory: 577 2022/08/07 00:19:10 - mmengine - INFO - Epoch(val) [6][1100/6282] eta: 0:03:46 time: 0.0437 data_time: 0.0048 memory: 577 2022/08/07 00:19:11 - mmengine - INFO - Epoch(val) [6][1120/6282] eta: 0:03:59 time: 0.0464 data_time: 0.0056 memory: 577 2022/08/07 00:19:12 - mmengine - INFO - Epoch(val) [6][1140/6282] eta: 0:03:45 time: 0.0439 data_time: 0.0050 memory: 577 2022/08/07 00:19:13 - mmengine - INFO - Epoch(val) [6][1160/6282] eta: 0:03:54 time: 0.0457 data_time: 0.0064 memory: 577 2022/08/07 00:19:14 - mmengine - INFO - Epoch(val) [6][1180/6282] eta: 0:03:50 time: 0.0451 data_time: 0.0046 memory: 577 2022/08/07 00:19:15 - mmengine - INFO - Epoch(val) [6][1200/6282] eta: 0:04:09 time: 0.0492 data_time: 0.0067 memory: 577 2022/08/07 00:19:16 - mmengine - INFO - Epoch(val) [6][1220/6282] eta: 0:04:03 time: 0.0482 data_time: 0.0036 memory: 577 2022/08/07 00:19:17 - mmengine - INFO - Epoch(val) [6][1240/6282] eta: 0:04:17 time: 0.0511 data_time: 0.0042 memory: 606 2022/08/07 00:19:18 - mmengine - INFO - Epoch(val) [6][1260/6282] eta: 0:03:52 time: 0.0463 data_time: 0.0053 memory: 606 2022/08/07 00:19:19 - mmengine - INFO - Epoch(val) [6][1280/6282] eta: 0:03:41 time: 0.0443 data_time: 0.0051 memory: 606 2022/08/07 00:19:20 - mmengine - INFO - Epoch(val) [6][1300/6282] eta: 0:03:33 time: 0.0428 data_time: 0.0056 memory: 606 2022/08/07 00:19:21 - mmengine - INFO - Epoch(val) [6][1320/6282] eta: 0:03:18 time: 0.0400 data_time: 0.0046 memory: 606 2022/08/07 00:19:21 - mmengine - INFO - Epoch(val) [6][1340/6282] eta: 0:03:28 time: 0.0422 data_time: 0.0059 memory: 606 2022/08/07 00:19:22 - mmengine - INFO - Epoch(val) [6][1360/6282] eta: 0:03:40 time: 0.0448 data_time: 0.0057 memory: 606 2022/08/07 00:19:23 - mmengine - INFO - Epoch(val) [6][1380/6282] eta: 0:03:31 time: 0.0432 data_time: 0.0044 memory: 606 2022/08/07 00:19:24 - mmengine - INFO - Epoch(val) [6][1400/6282] eta: 0:03:27 time: 0.0426 data_time: 0.0050 memory: 606 2022/08/07 00:19:25 - mmengine - INFO - Epoch(val) [6][1420/6282] eta: 0:03:19 time: 0.0411 data_time: 0.0040 memory: 606 2022/08/07 00:19:26 - mmengine - INFO - Epoch(val) [6][1440/6282] eta: 0:03:06 time: 0.0385 data_time: 0.0038 memory: 606 2022/08/07 00:19:27 - mmengine - INFO - Epoch(val) [6][1460/6282] eta: 0:03:11 time: 0.0396 data_time: 0.0031 memory: 606 2022/08/07 00:19:27 - mmengine - INFO - Epoch(val) [6][1480/6282] eta: 0:03:24 time: 0.0427 data_time: 0.0040 memory: 606 2022/08/07 00:19:28 - mmengine - INFO - Epoch(val) [6][1500/6282] eta: 0:03:17 time: 0.0413 data_time: 0.0038 memory: 606 2022/08/07 00:19:30 - mmengine - INFO - Epoch(val) [6][1520/6282] eta: 0:05:29 time: 0.0692 data_time: 0.0064 memory: 650 2022/08/07 00:19:31 - mmengine - INFO - Epoch(val) [6][1540/6282] eta: 0:03:24 time: 0.0431 data_time: 0.0048 memory: 650 2022/08/07 00:19:31 - mmengine - INFO - Epoch(val) [6][1560/6282] eta: 0:03:19 time: 0.0422 data_time: 0.0057 memory: 650 2022/08/07 00:19:32 - mmengine - INFO - Epoch(val) [6][1580/6282] eta: 0:03:19 time: 0.0424 data_time: 0.0042 memory: 650 2022/08/07 00:19:33 - mmengine - INFO - Epoch(val) [6][1600/6282] eta: 0:03:22 time: 0.0433 data_time: 0.0050 memory: 650 2022/08/07 00:19:34 - mmengine - INFO - Epoch(val) [6][1620/6282] eta: 0:03:27 time: 0.0444 data_time: 0.0055 memory: 650 2022/08/07 00:19:35 - mmengine - INFO - Epoch(val) [6][1640/6282] eta: 0:03:21 time: 0.0434 data_time: 0.0049 memory: 606 2022/08/07 00:19:36 - mmengine - INFO - Epoch(val) [6][1660/6282] eta: 0:03:28 time: 0.0452 data_time: 0.0045 memory: 606 2022/08/07 00:19:37 - mmengine - INFO - Epoch(val) [6][1680/6282] eta: 0:03:39 time: 0.0477 data_time: 0.0032 memory: 606 2022/08/07 00:19:38 - mmengine - INFO - Epoch(val) [6][1700/6282] eta: 0:03:40 time: 0.0481 data_time: 0.0065 memory: 606 2022/08/07 00:19:39 - mmengine - INFO - Epoch(val) [6][1720/6282] eta: 0:03:25 time: 0.0451 data_time: 0.0066 memory: 606 2022/08/07 00:19:40 - mmengine - INFO - Epoch(val) [6][1740/6282] eta: 0:03:50 time: 0.0508 data_time: 0.0037 memory: 606 2022/08/07 00:19:41 - mmengine - INFO - Epoch(val) [6][1760/6282] eta: 0:03:28 time: 0.0462 data_time: 0.0070 memory: 606 2022/08/07 00:19:42 - mmengine - INFO - Epoch(val) [6][1780/6282] eta: 0:03:38 time: 0.0485 data_time: 0.0066 memory: 606 2022/08/07 00:19:42 - mmengine - INFO - Epoch(val) [6][1800/6282] eta: 0:03:14 time: 0.0435 data_time: 0.0043 memory: 606 2022/08/07 00:19:43 - mmengine - INFO - Epoch(val) [6][1820/6282] eta: 0:03:08 time: 0.0423 data_time: 0.0038 memory: 606 2022/08/07 00:19:44 - mmengine - INFO - Epoch(val) [6][1840/6282] eta: 0:03:18 time: 0.0446 data_time: 0.0035 memory: 606 2022/08/07 00:19:45 - mmengine - INFO - Epoch(val) [6][1860/6282] eta: 0:03:12 time: 0.0435 data_time: 0.0044 memory: 606 2022/08/07 00:19:46 - mmengine - INFO - Epoch(val) [6][1880/6282] eta: 0:03:06 time: 0.0425 data_time: 0.0047 memory: 606 2022/08/07 00:19:47 - mmengine - INFO - Epoch(val) [6][1900/6282] eta: 0:03:06 time: 0.0425 data_time: 0.0036 memory: 606 2022/08/07 00:19:48 - mmengine - INFO - Epoch(val) [6][1920/6282] eta: 0:03:02 time: 0.0418 data_time: 0.0050 memory: 606 2022/08/07 00:19:48 - mmengine - INFO - Epoch(val) [6][1940/6282] eta: 0:03:10 time: 0.0439 data_time: 0.0039 memory: 606 2022/08/07 00:19:50 - mmengine - INFO - Epoch(val) [6][1960/6282] eta: 0:04:43 time: 0.0657 data_time: 0.0041 memory: 579 2022/08/07 00:19:51 - mmengine - INFO - Epoch(val) [6][1980/6282] eta: 0:02:49 time: 0.0394 data_time: 0.0044 memory: 579 2022/08/07 00:19:51 - mmengine - INFO - Epoch(val) [6][2000/6282] eta: 0:02:42 time: 0.0379 data_time: 0.0043 memory: 579 2022/08/07 00:19:52 - mmengine - INFO - Epoch(val) [6][2020/6282] eta: 0:02:51 time: 0.0402 data_time: 0.0045 memory: 579 2022/08/07 00:19:53 - mmengine - INFO - Epoch(val) [6][2040/6282] eta: 0:02:54 time: 0.0411 data_time: 0.0033 memory: 579 2022/08/07 00:19:54 - mmengine - INFO - Epoch(val) [6][2060/6282] eta: 0:02:35 time: 0.0369 data_time: 0.0036 memory: 579 2022/08/07 00:19:55 - mmengine - INFO - Epoch(val) [6][2080/6282] eta: 0:02:41 time: 0.0384 data_time: 0.0032 memory: 579 2022/08/07 00:19:55 - mmengine - INFO - Epoch(val) [6][2100/6282] eta: 0:02:40 time: 0.0384 data_time: 0.0032 memory: 579 2022/08/07 00:19:56 - mmengine - INFO - Epoch(val) [6][2120/6282] eta: 0:02:44 time: 0.0395 data_time: 0.0039 memory: 579 2022/08/07 00:19:57 - mmengine - INFO - Epoch(val) [6][2140/6282] eta: 0:02:53 time: 0.0419 data_time: 0.0053 memory: 579 2022/08/07 00:19:58 - mmengine - INFO - Epoch(val) [6][2160/6282] eta: 0:02:48 time: 0.0408 data_time: 0.0051 memory: 577 2022/08/07 00:19:59 - mmengine - INFO - Epoch(val) [6][2180/6282] eta: 0:02:55 time: 0.0427 data_time: 0.0032 memory: 577 2022/08/07 00:19:59 - mmengine - INFO - Epoch(val) [6][2200/6282] eta: 0:02:55 time: 0.0429 data_time: 0.0039 memory: 577 2022/08/07 00:20:00 - mmengine - INFO - Epoch(val) [6][2220/6282] eta: 0:02:43 time: 0.0403 data_time: 0.0044 memory: 577 2022/08/07 00:20:01 - mmengine - INFO - Epoch(val) [6][2240/6282] eta: 0:03:15 time: 0.0483 data_time: 0.0052 memory: 577 2022/08/07 00:20:02 - mmengine - INFO - Epoch(val) [6][2260/6282] eta: 0:03:02 time: 0.0454 data_time: 0.0054 memory: 579 2022/08/07 00:20:03 - mmengine - INFO - Epoch(val) [6][2280/6282] eta: 0:02:55 time: 0.0438 data_time: 0.0049 memory: 579 2022/08/07 00:20:04 - mmengine - INFO - Epoch(val) [6][2300/6282] eta: 0:02:49 time: 0.0426 data_time: 0.0039 memory: 579 2022/08/07 00:20:05 - mmengine - INFO - Epoch(val) [6][2320/6282] eta: 0:02:45 time: 0.0419 data_time: 0.0035 memory: 579 2022/08/07 00:20:06 - mmengine - INFO - Epoch(val) [6][2340/6282] eta: 0:02:45 time: 0.0421 data_time: 0.0062 memory: 579 2022/08/07 00:20:06 - mmengine - INFO - Epoch(val) [6][2360/6282] eta: 0:02:36 time: 0.0400 data_time: 0.0045 memory: 577 2022/08/07 00:20:07 - mmengine - INFO - Epoch(val) [6][2380/6282] eta: 0:02:53 time: 0.0444 data_time: 0.0076 memory: 577 2022/08/07 00:20:08 - mmengine - INFO - Epoch(val) [6][2400/6282] eta: 0:02:51 time: 0.0441 data_time: 0.0047 memory: 577 2022/08/07 00:20:09 - mmengine - INFO - Epoch(val) [6][2420/6282] eta: 0:02:55 time: 0.0454 data_time: 0.0053 memory: 577 2022/08/07 00:20:10 - mmengine - INFO - Epoch(val) [6][2440/6282] eta: 0:02:58 time: 0.0465 data_time: 0.0062 memory: 577 2022/08/07 00:20:11 - mmengine - INFO - Epoch(val) [6][2460/6282] eta: 0:02:56 time: 0.0461 data_time: 0.0040 memory: 606 2022/08/07 00:20:12 - mmengine - INFO - Epoch(val) [6][2480/6282] eta: 0:02:38 time: 0.0416 data_time: 0.0052 memory: 606 2022/08/07 00:20:13 - mmengine - INFO - Epoch(val) [6][2500/6282] eta: 0:02:30 time: 0.0398 data_time: 0.0029 memory: 606 2022/08/07 00:20:13 - mmengine - INFO - Epoch(val) [6][2520/6282] eta: 0:02:35 time: 0.0413 data_time: 0.0047 memory: 606 2022/08/07 00:20:14 - mmengine - INFO - Epoch(val) [6][2540/6282] eta: 0:02:27 time: 0.0395 data_time: 0.0039 memory: 606 2022/08/07 00:20:15 - mmengine - INFO - Epoch(val) [6][2560/6282] eta: 0:02:42 time: 0.0436 data_time: 0.0047 memory: 606 2022/08/07 00:20:16 - mmengine - INFO - Epoch(val) [6][2580/6282] eta: 0:02:37 time: 0.0424 data_time: 0.0039 memory: 606 2022/08/07 00:20:17 - mmengine - INFO - Epoch(val) [6][2600/6282] eta: 0:02:37 time: 0.0429 data_time: 0.0041 memory: 606 2022/08/07 00:20:18 - mmengine - INFO - Epoch(val) [6][2620/6282] eta: 0:02:31 time: 0.0414 data_time: 0.0038 memory: 606 2022/08/07 00:20:19 - mmengine - INFO - Epoch(val) [6][2640/6282] eta: 0:02:26 time: 0.0401 data_time: 0.0042 memory: 606 2022/08/07 00:20:20 - mmengine - INFO - Epoch(val) [6][2660/6282] eta: 0:05:28 time: 0.0908 data_time: 0.0104 memory: 646 2022/08/07 00:20:21 - mmengine - INFO - Epoch(val) [6][2680/6282] eta: 0:02:46 time: 0.0463 data_time: 0.0050 memory: 646 2022/08/07 00:20:22 - mmengine - INFO - Epoch(val) [6][2700/6282] eta: 0:02:53 time: 0.0485 data_time: 0.0043 memory: 646 2022/08/07 00:20:23 - mmengine - INFO - Epoch(val) [6][2720/6282] eta: 0:02:43 time: 0.0459 data_time: 0.0048 memory: 646 2022/08/07 00:20:24 - mmengine - INFO - Epoch(val) [6][2740/6282] eta: 0:02:33 time: 0.0434 data_time: 0.0046 memory: 646 2022/08/07 00:20:25 - mmengine - INFO - Epoch(val) [6][2760/6282] eta: 0:02:24 time: 0.0411 data_time: 0.0054 memory: 579 2022/08/07 00:20:26 - mmengine - INFO - Epoch(val) [6][2780/6282] eta: 0:02:21 time: 0.0404 data_time: 0.0047 memory: 579 2022/08/07 00:20:27 - mmengine - INFO - Epoch(val) [6][2800/6282] eta: 0:02:23 time: 0.0413 data_time: 0.0039 memory: 579 2022/08/07 00:20:27 - mmengine - INFO - Epoch(val) [6][2820/6282] eta: 0:02:22 time: 0.0412 data_time: 0.0055 memory: 579 2022/08/07 00:20:28 - mmengine - INFO - Epoch(val) [6][2840/6282] eta: 0:02:10 time: 0.0378 data_time: 0.0033 memory: 579 2022/08/07 00:20:29 - mmengine - INFO - Epoch(val) [6][2860/6282] eta: 0:02:25 time: 0.0424 data_time: 0.0039 memory: 606 2022/08/07 00:20:30 - mmengine - INFO - Epoch(val) [6][2880/6282] eta: 0:02:08 time: 0.0379 data_time: 0.0032 memory: 606 2022/08/07 00:20:31 - mmengine - INFO - Epoch(val) [6][2900/6282] eta: 0:02:17 time: 0.0406 data_time: 0.0040 memory: 606 2022/08/07 00:20:31 - mmengine - INFO - Epoch(val) [6][2920/6282] eta: 0:02:10 time: 0.0387 data_time: 0.0036 memory: 606 2022/08/07 00:20:32 - mmengine - INFO - Epoch(val) [6][2940/6282] eta: 0:02:17 time: 0.0412 data_time: 0.0035 memory: 591 2022/08/07 00:20:33 - mmengine - INFO - Epoch(val) [6][2960/6282] eta: 0:02:15 time: 0.0408 data_time: 0.0033 memory: 591 2022/08/07 00:20:34 - mmengine - INFO - Epoch(val) [6][2980/6282] eta: 0:02:36 time: 0.0473 data_time: 0.0051 memory: 591 2022/08/07 00:20:35 - mmengine - INFO - Epoch(val) [6][3000/6282] eta: 0:02:15 time: 0.0412 data_time: 0.0049 memory: 591 2022/08/07 00:20:36 - mmengine - INFO - Epoch(val) [6][3020/6282] eta: 0:02:28 time: 0.0455 data_time: 0.0047 memory: 606 2022/08/07 00:20:37 - mmengine - INFO - Epoch(val) [6][3040/6282] eta: 0:02:22 time: 0.0439 data_time: 0.0057 memory: 606 2022/08/07 00:20:37 - mmengine - INFO - Epoch(val) [6][3060/6282] eta: 0:02:14 time: 0.0417 data_time: 0.0035 memory: 606 2022/08/07 00:20:38 - mmengine - INFO - Epoch(val) [6][3080/6282] eta: 0:02:19 time: 0.0437 data_time: 0.0041 memory: 606 2022/08/07 00:20:40 - mmengine - INFO - Epoch(val) [6][3100/6282] eta: 0:03:56 time: 0.0742 data_time: 0.0053 memory: 606 2022/08/07 00:20:41 - mmengine - INFO - Epoch(val) [6][3120/6282] eta: 0:02:00 time: 0.0381 data_time: 0.0061 memory: 579 2022/08/07 00:20:41 - mmengine - INFO - Epoch(val) [6][3140/6282] eta: 0:02:03 time: 0.0392 data_time: 0.0050 memory: 579 2022/08/07 00:20:42 - mmengine - INFO - Epoch(val) [6][3160/6282] eta: 0:02:05 time: 0.0401 data_time: 0.0042 memory: 579 2022/08/07 00:20:43 - mmengine - INFO - Epoch(val) [6][3180/6282] eta: 0:01:56 time: 0.0377 data_time: 0.0046 memory: 579 2022/08/07 00:20:44 - mmengine - INFO - Epoch(val) [6][3200/6282] eta: 0:02:01 time: 0.0393 data_time: 0.0047 memory: 606 2022/08/07 00:20:45 - mmengine - INFO - Epoch(val) [6][3220/6282] eta: 0:02:13 time: 0.0437 data_time: 0.0046 memory: 606 2022/08/07 00:20:45 - mmengine - INFO - Epoch(val) [6][3240/6282] eta: 0:02:03 time: 0.0407 data_time: 0.0033 memory: 606 2022/08/07 00:20:46 - mmengine - INFO - Epoch(val) [6][3260/6282] eta: 0:02:06 time: 0.0419 data_time: 0.0051 memory: 606 2022/08/07 00:20:47 - mmengine - INFO - Epoch(val) [6][3280/6282] eta: 0:02:04 time: 0.0414 data_time: 0.0041 memory: 606 2022/08/07 00:20:48 - mmengine - INFO - Epoch(val) [6][3300/6282] eta: 0:02:04 time: 0.0416 data_time: 0.0031 memory: 606 2022/08/07 00:20:49 - mmengine - INFO - Epoch(val) [6][3320/6282] eta: 0:02:06 time: 0.0427 data_time: 0.0051 memory: 606 2022/08/07 00:20:50 - mmengine - INFO - Epoch(val) [6][3340/6282] eta: 0:02:12 time: 0.0450 data_time: 0.0040 memory: 606 2022/08/07 00:20:51 - mmengine - INFO - Epoch(val) [6][3360/6282] eta: 0:02:00 time: 0.0412 data_time: 0.0052 memory: 606 2022/08/07 00:20:51 - mmengine - INFO - Epoch(val) [6][3380/6282] eta: 0:02:08 time: 0.0442 data_time: 0.0041 memory: 606 2022/08/07 00:20:52 - mmengine - INFO - Epoch(val) [6][3400/6282] eta: 0:01:58 time: 0.0411 data_time: 0.0031 memory: 577 2022/08/07 00:20:53 - mmengine - INFO - Epoch(val) [6][3420/6282] eta: 0:02:02 time: 0.0427 data_time: 0.0049 memory: 577 2022/08/07 00:20:54 - mmengine - INFO - Epoch(val) [6][3440/6282] eta: 0:02:00 time: 0.0423 data_time: 0.0041 memory: 577 2022/08/07 00:20:55 - mmengine - INFO - Epoch(val) [6][3460/6282] eta: 0:01:59 time: 0.0423 data_time: 0.0038 memory: 577 2022/08/07 00:20:56 - mmengine - INFO - Epoch(val) [6][3480/6282] eta: 0:01:57 time: 0.0421 data_time: 0.0046 memory: 577 2022/08/07 00:20:57 - mmengine - INFO - Epoch(val) [6][3500/6282] eta: 0:02:01 time: 0.0436 data_time: 0.0045 memory: 577 2022/08/07 00:20:57 - mmengine - INFO - Epoch(val) [6][3520/6282] eta: 0:01:53 time: 0.0409 data_time: 0.0036 memory: 577 2022/08/07 00:20:58 - mmengine - INFO - Epoch(val) [6][3540/6282] eta: 0:01:55 time: 0.0423 data_time: 0.0051 memory: 577 2022/08/07 00:21:00 - mmengine - INFO - Epoch(val) [6][3560/6282] eta: 0:03:34 time: 0.0789 data_time: 0.0028 memory: 577 2022/08/07 00:21:01 - mmengine - INFO - Epoch(val) [6][3580/6282] eta: 0:02:08 time: 0.0476 data_time: 0.0086 memory: 598 2022/08/07 00:21:02 - mmengine - INFO - Epoch(val) [6][3600/6282] eta: 0:01:49 time: 0.0407 data_time: 0.0045 memory: 598 2022/08/07 00:21:03 - mmengine - INFO - Epoch(val) [6][3620/6282] eta: 0:01:53 time: 0.0426 data_time: 0.0029 memory: 598 2022/08/07 00:21:03 - mmengine - INFO - Epoch(val) [6][3640/6282] eta: 0:01:47 time: 0.0407 data_time: 0.0043 memory: 598 2022/08/07 00:21:04 - mmengine - INFO - Epoch(val) [6][3660/6282] eta: 0:01:52 time: 0.0429 data_time: 0.0050 memory: 598 2022/08/07 00:21:05 - mmengine - INFO - Epoch(val) [6][3680/6282] eta: 0:01:51 time: 0.0427 data_time: 0.0044 memory: 606 2022/08/07 00:21:06 - mmengine - INFO - Epoch(val) [6][3700/6282] eta: 0:01:43 time: 0.0399 data_time: 0.0029 memory: 606 2022/08/07 00:21:07 - mmengine - INFO - Epoch(val) [6][3720/6282] eta: 0:01:45 time: 0.0414 data_time: 0.0048 memory: 606 2022/08/07 00:21:08 - mmengine - INFO - Epoch(val) [6][3740/6282] eta: 0:01:42 time: 0.0405 data_time: 0.0052 memory: 606 2022/08/07 00:21:08 - mmengine - INFO - Epoch(val) [6][3760/6282] eta: 0:01:46 time: 0.0424 data_time: 0.0043 memory: 606 2022/08/07 00:21:09 - mmengine - INFO - Epoch(val) [6][3780/6282] eta: 0:01:46 time: 0.0428 data_time: 0.0044 memory: 606 2022/08/07 00:21:10 - mmengine - INFO - Epoch(val) [6][3800/6282] eta: 0:01:46 time: 0.0428 data_time: 0.0064 memory: 606 2022/08/07 00:21:11 - mmengine - INFO - Epoch(val) [6][3820/6282] eta: 0:01:44 time: 0.0424 data_time: 0.0044 memory: 606 2022/08/07 00:21:12 - mmengine - INFO - Epoch(val) [6][3840/6282] eta: 0:01:46 time: 0.0434 data_time: 0.0045 memory: 606 2022/08/07 00:21:13 - mmengine - INFO - Epoch(val) [6][3860/6282] eta: 0:01:46 time: 0.0440 data_time: 0.0045 memory: 606 2022/08/07 00:21:14 - mmengine - INFO - Epoch(val) [6][3880/6282] eta: 0:01:33 time: 0.0388 data_time: 0.0040 memory: 606 2022/08/07 00:21:14 - mmengine - INFO - Epoch(val) [6][3900/6282] eta: 0:01:28 time: 0.0371 data_time: 0.0032 memory: 606 2022/08/07 00:21:15 - mmengine - INFO - Epoch(val) [6][3920/6282] eta: 0:01:31 time: 0.0389 data_time: 0.0045 memory: 606 2022/08/07 00:21:16 - mmengine - INFO - Epoch(val) [6][3940/6282] eta: 0:01:27 time: 0.0372 data_time: 0.0038 memory: 606 2022/08/07 00:21:17 - mmengine - INFO - Epoch(val) [6][3960/6282] eta: 0:01:31 time: 0.0393 data_time: 0.0042 memory: 606 2022/08/07 00:21:17 - mmengine - INFO - Epoch(val) [6][3980/6282] eta: 0:01:38 time: 0.0426 data_time: 0.0042 memory: 606 2022/08/07 00:21:18 - mmengine - INFO - Epoch(val) [6][4000/6282] eta: 0:01:34 time: 0.0415 data_time: 0.0058 memory: 606 2022/08/07 00:21:20 - mmengine - INFO - Epoch(val) [6][4020/6282] eta: 0:02:46 time: 0.0738 data_time: 0.0048 memory: 606 2022/08/07 00:21:21 - mmengine - INFO - Epoch(val) [6][4040/6282] eta: 0:01:35 time: 0.0428 data_time: 0.0048 memory: 646 2022/08/07 00:21:22 - mmengine - INFO - Epoch(val) [6][4060/6282] eta: 0:01:42 time: 0.0461 data_time: 0.0062 memory: 646 2022/08/07 00:21:23 - mmengine - INFO - Epoch(val) [6][4080/6282] eta: 0:01:41 time: 0.0462 data_time: 0.0056 memory: 646 2022/08/07 00:21:23 - mmengine - INFO - Epoch(val) [6][4100/6282] eta: 0:01:34 time: 0.0431 data_time: 0.0038 memory: 646 2022/08/07 00:21:24 - mmengine - INFO - Epoch(val) [6][4120/6282] eta: 0:01:35 time: 0.0442 data_time: 0.0046 memory: 646 2022/08/07 00:21:25 - mmengine - INFO - Epoch(val) [6][4140/6282] eta: 0:01:37 time: 0.0456 data_time: 0.0047 memory: 646 2022/08/07 00:21:26 - mmengine - INFO - Epoch(val) [6][4160/6282] eta: 0:01:25 time: 0.0402 data_time: 0.0040 memory: 577 2022/08/07 00:21:27 - mmengine - INFO - Epoch(val) [6][4180/6282] eta: 0:01:27 time: 0.0417 data_time: 0.0060 memory: 577 2022/08/07 00:21:28 - mmengine - INFO - Epoch(val) [6][4200/6282] eta: 0:01:24 time: 0.0404 data_time: 0.0040 memory: 577 2022/08/07 00:21:28 - mmengine - INFO - Epoch(val) [6][4220/6282] eta: 0:01:21 time: 0.0397 data_time: 0.0038 memory: 577 2022/08/07 00:21:29 - mmengine - INFO - Epoch(val) [6][4240/6282] eta: 0:01:17 time: 0.0380 data_time: 0.0039 memory: 577 2022/08/07 00:21:30 - mmengine - INFO - Epoch(val) [6][4260/6282] eta: 0:01:23 time: 0.0414 data_time: 0.0045 memory: 576 2022/08/07 00:21:31 - mmengine - INFO - Epoch(val) [6][4280/6282] eta: 0:01:15 time: 0.0375 data_time: 0.0025 memory: 576 2022/08/07 00:21:32 - mmengine - INFO - Epoch(val) [6][4300/6282] eta: 0:01:19 time: 0.0402 data_time: 0.0035 memory: 576 2022/08/07 00:21:32 - mmengine - INFO - Epoch(val) [6][4320/6282] eta: 0:01:17 time: 0.0395 data_time: 0.0043 memory: 576 2022/08/07 00:21:33 - mmengine - INFO - Epoch(val) [6][4340/6282] eta: 0:01:14 time: 0.0385 data_time: 0.0043 memory: 576 2022/08/07 00:21:34 - mmengine - INFO - Epoch(val) [6][4360/6282] eta: 0:01:24 time: 0.0438 data_time: 0.0041 memory: 606 2022/08/07 00:21:35 - mmengine - INFO - Epoch(val) [6][4380/6282] eta: 0:01:14 time: 0.0391 data_time: 0.0048 memory: 606 2022/08/07 00:21:36 - mmengine - INFO - Epoch(val) [6][4400/6282] eta: 0:01:23 time: 0.0443 data_time: 0.0042 memory: 606 2022/08/07 00:21:37 - mmengine - INFO - Epoch(val) [6][4420/6282] eta: 0:01:21 time: 0.0436 data_time: 0.0060 memory: 606 2022/08/07 00:21:38 - mmengine - INFO - Epoch(val) [6][4440/6282] eta: 0:01:14 time: 0.0403 data_time: 0.0046 memory: 610 2022/08/07 00:21:38 - mmengine - INFO - Epoch(val) [6][4460/6282] eta: 0:01:13 time: 0.0406 data_time: 0.0061 memory: 610 2022/08/07 00:21:40 - mmengine - INFO - Epoch(val) [6][4480/6282] eta: 0:02:00 time: 0.0666 data_time: 0.0050 memory: 610 2022/08/07 00:21:41 - mmengine - INFO - Epoch(val) [6][4500/6282] eta: 0:01:23 time: 0.0471 data_time: 0.0069 memory: 610 2022/08/07 00:21:41 - mmengine - INFO - Epoch(val) [6][4520/6282] eta: 0:01:08 time: 0.0388 data_time: 0.0039 memory: 610 2022/08/07 00:21:42 - mmengine - INFO - Epoch(val) [6][4540/6282] eta: 0:01:04 time: 0.0369 data_time: 0.0037 memory: 579 2022/08/07 00:21:43 - mmengine - INFO - Epoch(val) [6][4560/6282] eta: 0:01:16 time: 0.0442 data_time: 0.0052 memory: 579 2022/08/07 00:21:44 - mmengine - INFO - Epoch(val) [6][4580/6282] eta: 0:01:10 time: 0.0414 data_time: 0.0035 memory: 579 2022/08/07 00:21:45 - mmengine - INFO - Epoch(val) [6][4600/6282] eta: 0:01:09 time: 0.0416 data_time: 0.0036 memory: 579 2022/08/07 00:21:46 - mmengine - INFO - Epoch(val) [6][4620/6282] eta: 0:01:09 time: 0.0421 data_time: 0.0041 memory: 579 2022/08/07 00:21:47 - mmengine - INFO - Epoch(val) [6][4640/6282] eta: 0:01:16 time: 0.0463 data_time: 0.0049 memory: 610 2022/08/07 00:21:47 - mmengine - INFO - Epoch(val) [6][4660/6282] eta: 0:01:10 time: 0.0436 data_time: 0.0029 memory: 610 2022/08/07 00:21:48 - mmengine - INFO - Epoch(val) [6][4680/6282] eta: 0:01:03 time: 0.0395 data_time: 0.0038 memory: 610 2022/08/07 00:21:49 - mmengine - INFO - Epoch(val) [6][4700/6282] eta: 0:01:02 time: 0.0396 data_time: 0.0037 memory: 610 2022/08/07 00:21:50 - mmengine - INFO - Epoch(val) [6][4720/6282] eta: 0:01:08 time: 0.0438 data_time: 0.0040 memory: 610 2022/08/07 00:21:51 - mmengine - INFO - Epoch(val) [6][4740/6282] eta: 0:00:58 time: 0.0381 data_time: 0.0052 memory: 590 2022/08/07 00:21:51 - mmengine - INFO - Epoch(val) [6][4760/6282] eta: 0:00:57 time: 0.0376 data_time: 0.0034 memory: 590 2022/08/07 00:21:52 - mmengine - INFO - Epoch(val) [6][4780/6282] eta: 0:01:02 time: 0.0418 data_time: 0.0034 memory: 590 2022/08/07 00:21:53 - mmengine - INFO - Epoch(val) [6][4800/6282] eta: 0:00:58 time: 0.0394 data_time: 0.0046 memory: 590 2022/08/07 00:21:54 - mmengine - INFO - Epoch(val) [6][4820/6282] eta: 0:00:57 time: 0.0395 data_time: 0.0049 memory: 606 2022/08/07 00:21:55 - mmengine - INFO - Epoch(val) [6][4840/6282] eta: 0:01:08 time: 0.0475 data_time: 0.0054 memory: 606 2022/08/07 00:21:56 - mmengine - INFO - Epoch(val) [6][4860/6282] eta: 0:00:58 time: 0.0409 data_time: 0.0048 memory: 606 2022/08/07 00:21:56 - mmengine - INFO - Epoch(val) [6][4880/6282] eta: 0:00:59 time: 0.0426 data_time: 0.0046 memory: 606 2022/08/07 00:21:57 - mmengine - INFO - Epoch(val) [6][4900/6282] eta: 0:00:58 time: 0.0423 data_time: 0.0050 memory: 606 2022/08/07 00:21:58 - mmengine - INFO - Epoch(val) [6][4920/6282] eta: 0:00:59 time: 0.0434 data_time: 0.0057 memory: 608 2022/08/07 00:21:59 - mmengine - INFO - Epoch(val) [6][4940/6282] eta: 0:00:58 time: 0.0437 data_time: 0.0070 memory: 608 2022/08/07 00:22:00 - mmengine - INFO - Epoch(val) [6][4960/6282] eta: 0:01:30 time: 0.0681 data_time: 0.0058 memory: 608 2022/08/07 00:22:01 - mmengine - INFO - Epoch(val) [6][4980/6282] eta: 0:00:55 time: 0.0426 data_time: 0.0048 memory: 608 2022/08/07 00:22:02 - mmengine - INFO - Epoch(val) [6][5000/6282] eta: 0:00:53 time: 0.0414 data_time: 0.0053 memory: 608 2022/08/07 00:22:03 - mmengine - INFO - Epoch(val) [6][5020/6282] eta: 0:00:51 time: 0.0408 data_time: 0.0034 memory: 608 2022/08/07 00:22:04 - mmengine - INFO - Epoch(val) [6][5040/6282] eta: 0:00:51 time: 0.0418 data_time: 0.0049 memory: 579 2022/08/07 00:22:05 - mmengine - INFO - Epoch(val) [6][5060/6282] eta: 0:00:49 time: 0.0402 data_time: 0.0049 memory: 579 2022/08/07 00:22:05 - mmengine - INFO - Epoch(val) [6][5080/6282] eta: 0:00:51 time: 0.0426 data_time: 0.0038 memory: 579 2022/08/07 00:22:06 - mmengine - INFO - Epoch(val) [6][5100/6282] eta: 0:00:54 time: 0.0465 data_time: 0.0067 memory: 579 2022/08/07 00:22:07 - mmengine - INFO - Epoch(val) [6][5120/6282] eta: 0:00:49 time: 0.0426 data_time: 0.0037 memory: 579 2022/08/07 00:22:08 - mmengine - INFO - Epoch(val) [6][5140/6282] eta: 0:00:46 time: 0.0405 data_time: 0.0043 memory: 577 2022/08/07 00:22:09 - mmengine - INFO - Epoch(val) [6][5160/6282] eta: 0:00:43 time: 0.0387 data_time: 0.0044 memory: 577 2022/08/07 00:22:10 - mmengine - INFO - Epoch(val) [6][5180/6282] eta: 0:00:45 time: 0.0412 data_time: 0.0055 memory: 577 2022/08/07 00:22:11 - mmengine - INFO - Epoch(val) [6][5200/6282] eta: 0:00:44 time: 0.0410 data_time: 0.0044 memory: 577 2022/08/07 00:22:11 - mmengine - INFO - Epoch(val) [6][5220/6282] eta: 0:00:40 time: 0.0379 data_time: 0.0044 memory: 577 2022/08/07 00:22:12 - mmengine - INFO - Epoch(val) [6][5240/6282] eta: 0:00:44 time: 0.0425 data_time: 0.0038 memory: 576 2022/08/07 00:22:13 - mmengine - INFO - Epoch(val) [6][5260/6282] eta: 0:00:41 time: 0.0404 data_time: 0.0033 memory: 576 2022/08/07 00:22:14 - mmengine - INFO - Epoch(val) [6][5280/6282] eta: 0:00:40 time: 0.0401 data_time: 0.0044 memory: 576 2022/08/07 00:22:15 - mmengine - INFO - Epoch(val) [6][5300/6282] eta: 0:00:39 time: 0.0400 data_time: 0.0045 memory: 576 2022/08/07 00:22:15 - mmengine - INFO - Epoch(val) [6][5320/6282] eta: 0:00:38 time: 0.0400 data_time: 0.0039 memory: 577 2022/08/07 00:22:16 - mmengine - INFO - Epoch(val) [6][5340/6282] eta: 0:00:39 time: 0.0419 data_time: 0.0039 memory: 577 2022/08/07 00:22:17 - mmengine - INFO - Epoch(val) [6][5360/6282] eta: 0:00:35 time: 0.0386 data_time: 0.0036 memory: 577 2022/08/07 00:22:18 - mmengine - INFO - Epoch(val) [6][5380/6282] eta: 0:00:38 time: 0.0425 data_time: 0.0042 memory: 577 2022/08/07 00:22:19 - mmengine - INFO - Epoch(val) [6][5400/6282] eta: 0:00:34 time: 0.0387 data_time: 0.0040 memory: 577 2022/08/07 00:22:20 - mmengine - INFO - Epoch(val) [6][5420/6282] eta: 0:01:02 time: 0.0721 data_time: 0.0049 memory: 577 2022/08/07 00:22:21 - mmengine - INFO - Epoch(val) [6][5440/6282] eta: 0:00:33 time: 0.0395 data_time: 0.0046 memory: 577 2022/08/07 00:22:22 - mmengine - INFO - Epoch(val) [6][5460/6282] eta: 0:00:33 time: 0.0404 data_time: 0.0048 memory: 577 2022/08/07 00:22:23 - mmengine - INFO - Epoch(val) [6][5480/6282] eta: 0:00:32 time: 0.0404 data_time: 0.0036 memory: 577 2022/08/07 00:22:23 - mmengine - INFO - Epoch(val) [6][5500/6282] eta: 0:00:33 time: 0.0424 data_time: 0.0053 memory: 577 2022/08/07 00:22:24 - mmengine - INFO - Epoch(val) [6][5520/6282] eta: 0:00:33 time: 0.0434 data_time: 0.0044 memory: 588 2022/08/07 00:22:25 - mmengine - INFO - Epoch(val) [6][5540/6282] eta: 0:00:30 time: 0.0415 data_time: 0.0052 memory: 588 2022/08/07 00:22:26 - mmengine - INFO - Epoch(val) [6][5560/6282] eta: 0:00:29 time: 0.0413 data_time: 0.0066 memory: 588 2022/08/07 00:22:27 - mmengine - INFO - Epoch(val) [6][5580/6282] eta: 0:00:27 time: 0.0385 data_time: 0.0033 memory: 588 2022/08/07 00:22:27 - mmengine - INFO - Epoch(val) [6][5600/6282] eta: 0:00:26 time: 0.0390 data_time: 0.0038 memory: 588 2022/08/07 00:22:28 - mmengine - INFO - Epoch(val) [6][5620/6282] eta: 0:00:26 time: 0.0400 data_time: 0.0052 memory: 588 2022/08/07 00:22:29 - mmengine - INFO - Epoch(val) [6][5640/6282] eta: 0:00:25 time: 0.0402 data_time: 0.0041 memory: 577 2022/08/07 00:22:30 - mmengine - INFO - Epoch(val) [6][5660/6282] eta: 0:00:26 time: 0.0419 data_time: 0.0035 memory: 577 2022/08/07 00:22:31 - mmengine - INFO - Epoch(val) [6][5680/6282] eta: 0:00:26 time: 0.0447 data_time: 0.0049 memory: 577 2022/08/07 00:22:32 - mmengine - INFO - Epoch(val) [6][5700/6282] eta: 0:00:23 time: 0.0412 data_time: 0.0044 memory: 577 2022/08/07 00:22:32 - mmengine - INFO - Epoch(val) [6][5720/6282] eta: 0:00:21 time: 0.0382 data_time: 0.0054 memory: 594 2022/08/07 00:22:33 - mmengine - INFO - Epoch(val) [6][5740/6282] eta: 0:00:23 time: 0.0428 data_time: 0.0048 memory: 594 2022/08/07 00:22:34 - mmengine - INFO - Epoch(val) [6][5760/6282] eta: 0:00:22 time: 0.0434 data_time: 0.0055 memory: 594 2022/08/07 00:22:35 - mmengine - INFO - Epoch(val) [6][5780/6282] eta: 0:00:19 time: 0.0388 data_time: 0.0033 memory: 594 2022/08/07 00:22:36 - mmengine - INFO - Epoch(val) [6][5800/6282] eta: 0:00:17 time: 0.0371 data_time: 0.0044 memory: 594 2022/08/07 00:22:37 - mmengine - INFO - Epoch(val) [6][5820/6282] eta: 0:00:18 time: 0.0404 data_time: 0.0053 memory: 594 2022/08/07 00:22:37 - mmengine - INFO - Epoch(val) [6][5840/6282] eta: 0:00:17 time: 0.0405 data_time: 0.0034 memory: 588 2022/08/07 00:22:38 - mmengine - INFO - Epoch(val) [6][5860/6282] eta: 0:00:15 time: 0.0377 data_time: 0.0042 memory: 588 2022/08/07 00:22:39 - mmengine - INFO - Epoch(val) [6][5880/6282] eta: 0:00:15 time: 0.0378 data_time: 0.0053 memory: 588 2022/08/07 00:22:40 - mmengine - INFO - Epoch(val) [6][5900/6282] eta: 0:00:27 time: 0.0722 data_time: 0.0061 memory: 588 2022/08/07 00:22:41 - mmengine - INFO - Epoch(val) [6][5920/6282] eta: 0:00:14 time: 0.0401 data_time: 0.0035 memory: 588 2022/08/07 00:22:42 - mmengine - INFO - Epoch(val) [6][5940/6282] eta: 0:00:14 time: 0.0413 data_time: 0.0039 memory: 577 2022/08/07 00:22:43 - mmengine - INFO - Epoch(val) [6][5960/6282] eta: 0:00:13 time: 0.0408 data_time: 0.0047 memory: 577 2022/08/07 00:22:44 - mmengine - INFO - Epoch(val) [6][5980/6282] eta: 0:00:13 time: 0.0457 data_time: 0.0075 memory: 577 2022/08/07 00:22:45 - mmengine - INFO - Epoch(val) [6][6000/6282] eta: 0:00:12 time: 0.0454 data_time: 0.0040 memory: 606 2022/08/07 00:22:45 - mmengine - INFO - Epoch(val) [6][6020/6282] eta: 0:00:10 time: 0.0417 data_time: 0.0042 memory: 606 2022/08/07 00:22:46 - mmengine - INFO - Epoch(val) [6][6040/6282] eta: 0:00:10 time: 0.0419 data_time: 0.0040 memory: 606 2022/08/07 00:22:47 - mmengine - INFO - Epoch(val) [6][6060/6282] eta: 0:00:09 time: 0.0440 data_time: 0.0043 memory: 606 2022/08/07 00:22:48 - mmengine - INFO - Epoch(val) [6][6080/6282] eta: 0:00:07 time: 0.0392 data_time: 0.0049 memory: 606 2022/08/07 00:22:49 - mmengine - INFO - Epoch(val) [6][6100/6282] eta: 0:00:05 time: 0.0328 data_time: 0.0023 memory: 606 2022/08/07 00:22:49 - mmengine - INFO - Epoch(val) [6][6120/6282] eta: 0:00:04 time: 0.0259 data_time: 0.0017 memory: 606 2022/08/07 00:22:50 - mmengine - INFO - Epoch(val) [6][6140/6282] eta: 0:00:03 time: 0.0212 data_time: 0.0015 memory: 606 2022/08/07 00:22:50 - mmengine - INFO - Epoch(val) [6][6160/6282] eta: 0:00:02 time: 0.0200 data_time: 0.0014 memory: 606 2022/08/07 00:22:50 - mmengine - INFO - Epoch(val) [6][6180/6282] eta: 0:00:02 time: 0.0199 data_time: 0.0014 memory: 606 2022/08/07 00:22:51 - mmengine - INFO - Epoch(val) [6][6200/6282] eta: 0:00:01 time: 0.0198 data_time: 0.0013 memory: 606 2022/08/07 00:22:51 - mmengine - INFO - Epoch(val) [6][6220/6282] eta: 0:00:01 time: 0.0198 data_time: 0.0013 memory: 606 2022/08/07 00:22:52 - mmengine - INFO - Epoch(val) [6][6240/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0013 memory: 606 2022/08/07 00:22:52 - mmengine - INFO - Epoch(val) [6][6260/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0013 memory: 606 2022/08/07 00:22:52 - mmengine - INFO - Epoch(val) [6][6280/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0013 memory: 606 2022/08/07 00:27:43 - mmengine - INFO - Epoch(val) [6][6282/6282] mAP/mAP@0.5IOU: 0.2043 2022/08/07 00:27:44 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/ava_slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_6.pth is removed 2022/08/07 00:27:46 - mmengine - INFO - The best checkpoint with 0.2043 mAP/mAP@0.5IOU at 7 epoch is saved to best_mAP/mAP@0.5IOU_epoch_7.pth. 2022/08/07 00:27:54 - mmengine - INFO - Epoch(train) [7][20/1441] lr: 2.0000e-01 eta: 2:14:12 time: 0.3949 data_time: 0.0433 memory: 8503 grad_norm: 0.1006 recall@thr=0.5: 0.6259 prec@thr=0.5: 0.6667 recall@top3: 0.7347 prec@top3: 0.5646 recall@top5: 0.8946 prec@top5: 0.4204 loss_action_cls: 0.0482 loss: 0.0482 2022/08/07 00:28:02 - mmengine - INFO - Epoch(train) [7][40/1441] lr: 2.0000e-01 eta: 2:14:04 time: 0.4053 data_time: 0.0274 memory: 8503 grad_norm: 0.1023 recall@thr=0.5: 0.7731 prec@thr=0.5: 0.8163 recall@top3: 0.8697 prec@top3: 0.7619 recall@top5: 0.9612 prec@top5: 0.5184 loss_action_cls: 0.0473 loss: 0.0473 2022/08/07 00:28:10 - mmengine - INFO - Epoch(train) [7][60/1441] lr: 2.0000e-01 eta: 2:13:55 time: 0.3755 data_time: 0.0227 memory: 8503 grad_norm: 0.1066 recall@thr=0.5: 0.6421 prec@thr=0.5: 0.7082 recall@top3: 0.7459 prec@top3: 0.7044 recall@top5: 0.8686 prec@top5: 0.4981 loss_action_cls: 0.0493 loss: 0.0493 2022/08/07 00:28:17 - mmengine - INFO - Epoch(train) [7][80/1441] lr: 2.0000e-01 eta: 2:13:46 time: 0.3717 data_time: 0.0196 memory: 8503 grad_norm: 0.1024 recall@thr=0.5: 0.5592 prec@thr=0.5: 0.8289 recall@top3: 0.7829 prec@top3: 0.6930 recall@top5: 0.8750 prec@top5: 0.4684 loss_action_cls: 0.0457 loss: 0.0457 2022/08/07 00:28:26 - mmengine - INFO - Epoch(train) [7][100/1441] lr: 2.0000e-01 eta: 2:13:39 time: 0.4229 data_time: 0.0282 memory: 8503 grad_norm: 0.1042 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.8081 recall@top3: 0.8159 prec@top3: 0.6179 recall@top5: 0.9512 prec@top5: 0.4488 loss_action_cls: 0.0469 loss: 0.0469 2022/08/07 00:28:33 - mmengine - INFO - Epoch(train) [7][120/1441] lr: 2.0000e-01 eta: 2:13:30 time: 0.3730 data_time: 0.0192 memory: 8503 grad_norm: 0.1046 recall@thr=0.5: 0.6125 prec@thr=0.5: 0.6167 recall@top3: 0.7500 prec@top3: 0.5333 recall@top5: 0.8792 prec@top5: 0.3800 loss_action_cls: 0.0473 loss: 0.0473 2022/08/07 00:28:41 - mmengine - INFO - Epoch(train) [7][140/1441] lr: 2.0000e-01 eta: 2:13:22 time: 0.4097 data_time: 0.0225 memory: 8503 grad_norm: 0.1032 recall@thr=0.5: 0.7177 prec@thr=0.5: 0.8437 recall@top3: 0.8306 prec@top3: 0.6458 recall@top5: 0.9187 prec@top5: 0.4375 loss_action_cls: 0.0512 loss: 0.0512 2022/08/07 00:28:49 - mmengine - INFO - Epoch(train) [7][160/1441] lr: 2.0000e-01 eta: 2:13:13 time: 0.3676 data_time: 0.0185 memory: 8503 grad_norm: 0.1028 recall@thr=0.5: 0.6042 prec@thr=0.5: 0.8087 recall@top3: 0.6742 prec@top3: 0.6212 recall@top5: 0.8277 prec@top5: 0.4636 loss_action_cls: 0.0484 loss: 0.0484 2022/08/07 00:28:56 - mmengine - INFO - Epoch(train) [7][180/1441] lr: 2.0000e-01 eta: 2:13:04 time: 0.3769 data_time: 0.0207 memory: 8503 grad_norm: 0.1067 recall@thr=0.5: 0.7516 prec@thr=0.5: 0.8050 recall@top3: 0.8475 prec@top3: 0.6415 recall@top5: 0.9623 prec@top5: 0.4528 loss_action_cls: 0.0453 loss: 0.0453 2022/08/07 00:29:05 - mmengine - INFO - Epoch(train) [7][200/1441] lr: 2.0000e-01 eta: 2:12:57 time: 0.4175 data_time: 0.0185 memory: 8503 grad_norm: 0.1003 recall@thr=0.5: 0.6926 prec@thr=0.5: 0.7630 recall@top3: 0.8000 prec@top3: 0.5926 recall@top5: 0.9333 prec@top5: 0.4267 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 00:29:12 - mmengine - INFO - Epoch(train) [7][220/1441] lr: 2.0000e-01 eta: 2:12:48 time: 0.3761 data_time: 0.0223 memory: 8503 grad_norm: 0.1057 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.5758 recall@top3: 0.6187 prec@top3: 0.5556 recall@top5: 0.8864 prec@top5: 0.4727 loss_action_cls: 0.0462 loss: 0.0462 2022/08/07 00:29:20 - mmengine - INFO - Epoch(train) [7][240/1441] lr: 2.0000e-01 eta: 2:12:39 time: 0.3833 data_time: 0.0182 memory: 8503 grad_norm: 0.1110 recall@thr=0.5: 0.7047 prec@thr=0.5: 0.7826 recall@top3: 0.9004 prec@top3: 0.6304 recall@top5: 0.9837 prec@top5: 0.4217 loss_action_cls: 0.0480 loss: 0.0480 2022/08/07 00:29:28 - mmengine - INFO - Epoch(train) [7][260/1441] lr: 2.0000e-01 eta: 2:12:31 time: 0.4020 data_time: 0.0243 memory: 8503 grad_norm: 0.1086 recall@thr=0.5: 0.6550 prec@thr=0.5: 0.8033 recall@top3: 0.7633 prec@top3: 0.6533 recall@top5: 0.8933 prec@top5: 0.4800 loss_action_cls: 0.0462 loss: 0.0462 2022/08/07 00:29:36 - mmengine - INFO - Epoch(train) [7][280/1441] lr: 2.0000e-01 eta: 2:12:22 time: 0.3848 data_time: 0.0192 memory: 8503 grad_norm: 0.1107 recall@thr=0.5: 0.6125 prec@thr=0.5: 0.6754 recall@top3: 0.7542 prec@top3: 0.6083 recall@top5: 0.9042 prec@top5: 0.4600 loss_action_cls: 0.0418 loss: 0.0418 2022/08/07 00:29:44 - mmengine - INFO - Epoch(train) [7][300/1441] lr: 2.0000e-01 eta: 2:12:15 time: 0.4030 data_time: 0.0218 memory: 8503 grad_norm: 0.1059 recall@thr=0.5: 0.5893 prec@thr=0.5: 0.5896 recall@top3: 0.6610 prec@top3: 0.5597 recall@top5: 0.9176 prec@top5: 0.4679 loss_action_cls: 0.0499 loss: 0.0499 2022/08/07 00:29:51 - mmengine - INFO - Epoch(train) [7][320/1441] lr: 2.0000e-01 eta: 2:12:05 time: 0.3726 data_time: 0.0197 memory: 8503 grad_norm: 0.1047 recall@thr=0.5: 0.6216 prec@thr=0.5: 0.6689 recall@top3: 0.7207 prec@top3: 0.5856 recall@top5: 0.8514 prec@top5: 0.4270 loss_action_cls: 0.0480 loss: 0.0480 2022/08/07 00:29:59 - mmengine - INFO - Epoch(train) [7][340/1441] lr: 2.0000e-01 eta: 2:11:56 time: 0.3762 data_time: 0.0214 memory: 8503 grad_norm: 0.1001 recall@thr=0.5: 0.5508 prec@thr=0.5: 0.5711 recall@top3: 0.7134 prec@top3: 0.5447 recall@top5: 0.8740 prec@top5: 0.4195 loss_action_cls: 0.0495 loss: 0.0495 2022/08/07 00:30:04 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 00:30:07 - mmengine - INFO - Epoch(train) [7][360/1441] lr: 2.0000e-01 eta: 2:11:48 time: 0.4005 data_time: 0.0181 memory: 8503 grad_norm: 0.1008 recall@thr=0.5: 0.6125 prec@thr=0.5: 0.7042 recall@top3: 0.7646 prec@top3: 0.6583 recall@top5: 0.9125 prec@top5: 0.4900 loss_action_cls: 0.0507 loss: 0.0507 2022/08/07 00:30:14 - mmengine - INFO - Epoch(train) [7][380/1441] lr: 2.0000e-01 eta: 2:11:40 time: 0.3941 data_time: 0.0262 memory: 8503 grad_norm: 0.1091 recall@thr=0.5: 0.7378 prec@thr=0.5: 0.7826 recall@top3: 0.7785 prec@top3: 0.6889 recall@top5: 0.9315 prec@top5: 0.5200 loss_action_cls: 0.0457 loss: 0.0457 2022/08/07 00:30:22 - mmengine - INFO - Epoch(train) [7][400/1441] lr: 2.0000e-01 eta: 2:11:32 time: 0.3996 data_time: 0.0177 memory: 8503 grad_norm: 0.1051 recall@thr=0.5: 0.6929 prec@thr=0.5: 0.7660 recall@top3: 0.7894 prec@top3: 0.6099 recall@top5: 0.9691 prec@top5: 0.4596 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 00:30:30 - mmengine - INFO - Epoch(train) [7][420/1441] lr: 2.0000e-01 eta: 2:11:24 time: 0.3825 data_time: 0.0226 memory: 8503 grad_norm: 0.1041 recall@thr=0.5: 0.7356 prec@thr=0.5: 0.7564 recall@top3: 0.8029 prec@top3: 0.6346 recall@top5: 0.8798 prec@top5: 0.4308 loss_action_cls: 0.0485 loss: 0.0485 2022/08/07 00:30:38 - mmengine - INFO - Epoch(train) [7][440/1441] lr: 2.0000e-01 eta: 2:11:15 time: 0.3788 data_time: 0.0184 memory: 8503 grad_norm: 0.1061 recall@thr=0.5: 0.5935 prec@thr=0.5: 0.7925 recall@top3: 0.8537 prec@top3: 0.6871 recall@top5: 0.9252 prec@top5: 0.4490 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 00:30:46 - mmengine - INFO - Epoch(train) [7][460/1441] lr: 2.0000e-01 eta: 2:11:08 time: 0.4238 data_time: 0.0308 memory: 8503 grad_norm: 0.1042 recall@thr=0.5: 0.7511 prec@thr=0.5: 0.7819 recall@top3: 0.8517 prec@top3: 0.7444 recall@top5: 0.9314 prec@top5: 0.5067 loss_action_cls: 0.0452 loss: 0.0452 2022/08/07 00:30:54 - mmengine - INFO - Epoch(train) [7][480/1441] lr: 2.0000e-01 eta: 2:10:59 time: 0.3849 data_time: 0.0188 memory: 8503 grad_norm: 0.1034 recall@thr=0.5: 0.5246 prec@thr=0.5: 0.5871 recall@top3: 0.8106 prec@top3: 0.5833 recall@top5: 0.8788 prec@top5: 0.3773 loss_action_cls: 0.0488 loss: 0.0488 2022/08/07 00:31:02 - mmengine - INFO - Epoch(train) [7][500/1441] lr: 2.0000e-01 eta: 2:10:52 time: 0.4143 data_time: 0.0213 memory: 8503 grad_norm: 0.1010 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.7183 recall@top3: 0.8175 prec@top3: 0.6270 recall@top5: 0.9702 prec@top5: 0.4524 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 00:31:10 - mmengine - INFO - Epoch(train) [7][520/1441] lr: 2.0000e-01 eta: 2:10:43 time: 0.3767 data_time: 0.0182 memory: 8503 grad_norm: 0.1078 recall@thr=0.5: 0.6460 prec@thr=0.5: 0.7283 recall@top3: 0.7565 prec@top3: 0.6159 recall@top5: 0.8775 prec@top5: 0.4391 loss_action_cls: 0.0507 loss: 0.0507 2022/08/07 00:31:18 - mmengine - INFO - Epoch(train) [7][540/1441] lr: 2.0000e-01 eta: 2:10:35 time: 0.3937 data_time: 0.0212 memory: 8503 grad_norm: 0.1048 recall@thr=0.5: 0.5865 prec@thr=0.5: 0.7698 recall@top3: 0.7012 prec@top3: 0.6667 recall@top5: 0.9270 prec@top5: 0.5238 loss_action_cls: 0.0505 loss: 0.0505 2022/08/07 00:31:26 - mmengine - INFO - Epoch(train) [7][560/1441] lr: 2.0000e-01 eta: 2:10:27 time: 0.3981 data_time: 0.0172 memory: 8503 grad_norm: 0.1029 recall@thr=0.5: 0.5067 prec@thr=0.5: 0.6467 recall@top3: 0.7050 prec@top3: 0.6067 recall@top5: 0.8500 prec@top5: 0.4520 loss_action_cls: 0.0500 loss: 0.0500 2022/08/07 00:31:33 - mmengine - INFO - Epoch(train) [7][580/1441] lr: 2.0000e-01 eta: 2:10:18 time: 0.3915 data_time: 0.0211 memory: 8503 grad_norm: 0.1054 recall@thr=0.5: 0.6413 prec@thr=0.5: 0.8409 recall@top3: 0.7464 prec@top3: 0.6812 recall@top5: 0.8949 prec@top5: 0.5087 loss_action_cls: 0.0463 loss: 0.0463 2022/08/07 00:31:41 - mmengine - INFO - Epoch(train) [7][600/1441] lr: 2.0000e-01 eta: 2:10:10 time: 0.4006 data_time: 0.0164 memory: 8503 grad_norm: 0.1012 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8007 recall@top3: 0.8889 prec@top3: 0.6863 recall@top5: 0.9820 prec@top5: 0.4627 loss_action_cls: 0.0477 loss: 0.0477 2022/08/07 00:31:49 - mmengine - INFO - Epoch(train) [7][620/1441] lr: 2.0000e-01 eta: 2:10:02 time: 0.3816 data_time: 0.0225 memory: 8503 grad_norm: 0.1031 recall@thr=0.5: 0.5724 prec@thr=0.5: 0.6987 recall@top3: 0.7279 prec@top3: 0.5705 recall@top5: 0.8535 prec@top5: 0.4154 loss_action_cls: 0.0491 loss: 0.0491 2022/08/07 00:31:57 - mmengine - INFO - Epoch(train) [7][640/1441] lr: 2.0000e-01 eta: 2:09:53 time: 0.3840 data_time: 0.0181 memory: 8503 grad_norm: 0.1041 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.8479 recall@top3: 0.8083 prec@top3: 0.7500 recall@top5: 0.9792 prec@top5: 0.5350 loss_action_cls: 0.0472 loss: 0.0472 2022/08/07 00:32:04 - mmengine - INFO - Epoch(train) [7][660/1441] lr: 2.0000e-01 eta: 2:09:44 time: 0.3778 data_time: 0.0210 memory: 8503 grad_norm: 0.1041 recall@thr=0.5: 0.5050 prec@thr=0.5: 0.6875 recall@top3: 0.7725 prec@top3: 0.5833 recall@top5: 0.8492 prec@top5: 0.4050 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 00:32:12 - mmengine - INFO - Epoch(train) [7][680/1441] lr: 2.0000e-01 eta: 2:09:36 time: 0.3807 data_time: 0.0184 memory: 8503 grad_norm: 0.1065 recall@thr=0.5: 0.5868 prec@thr=0.5: 0.6497 recall@top3: 0.7211 prec@top3: 0.6038 recall@top5: 0.8997 prec@top5: 0.4679 loss_action_cls: 0.0495 loss: 0.0495 2022/08/07 00:32:20 - mmengine - INFO - Epoch(train) [7][700/1441] lr: 2.0000e-01 eta: 2:09:27 time: 0.3857 data_time: 0.0205 memory: 8503 grad_norm: 0.1098 recall@thr=0.5: 0.6546 prec@thr=0.5: 0.7331 recall@top3: 0.7850 prec@top3: 0.5604 recall@top5: 0.8913 prec@top5: 0.3942 loss_action_cls: 0.0474 loss: 0.0474 2022/08/07 00:32:27 - mmengine - INFO - Epoch(train) [7][720/1441] lr: 2.0000e-01 eta: 2:09:19 time: 0.3963 data_time: 0.0180 memory: 8503 grad_norm: 0.0986 recall@thr=0.5: 0.6377 prec@thr=0.5: 0.6806 recall@top3: 0.6948 prec@top3: 0.6032 recall@top5: 0.8722 prec@top5: 0.4619 loss_action_cls: 0.0446 loss: 0.0446 2022/08/07 00:32:35 - mmengine - INFO - Epoch(train) [7][740/1441] lr: 2.0000e-01 eta: 2:09:10 time: 0.3885 data_time: 0.0200 memory: 8503 grad_norm: 0.1014 recall@thr=0.5: 0.7073 prec@thr=0.5: 0.8793 recall@top3: 0.8557 prec@top3: 0.6585 recall@top5: 0.9329 prec@top5: 0.4439 loss_action_cls: 0.0494 loss: 0.0494 2022/08/07 00:32:43 - mmengine - INFO - Epoch(train) [7][760/1441] lr: 2.0000e-01 eta: 2:09:02 time: 0.3965 data_time: 0.0182 memory: 8503 grad_norm: 0.1037 recall@thr=0.5: 0.5200 prec@thr=0.5: 0.7093 recall@top3: 0.6159 prec@top3: 0.5556 recall@top5: 0.7411 prec@top5: 0.4178 loss_action_cls: 0.0490 loss: 0.0490 2022/08/07 00:32:51 - mmengine - INFO - Epoch(train) [7][780/1441] lr: 2.0000e-01 eta: 2:08:54 time: 0.3813 data_time: 0.0191 memory: 8503 grad_norm: 0.1011 recall@thr=0.5: 0.6328 prec@thr=0.5: 0.7034 recall@top3: 0.7952 prec@top3: 0.5989 recall@top5: 0.8715 prec@top5: 0.4000 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 00:32:59 - mmengine - INFO - Epoch(train) [7][800/1441] lr: 2.0000e-01 eta: 2:08:46 time: 0.4108 data_time: 0.0298 memory: 8503 grad_norm: 0.1039 recall@thr=0.5: 0.6083 prec@thr=0.5: 0.6333 recall@top3: 0.7292 prec@top3: 0.6167 recall@top5: 0.9167 prec@top5: 0.4650 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 00:33:07 - mmengine - INFO - Epoch(train) [7][820/1441] lr: 2.0000e-01 eta: 2:08:37 time: 0.3797 data_time: 0.0191 memory: 8503 grad_norm: 0.1021 recall@thr=0.5: 0.5656 prec@thr=0.5: 0.6444 recall@top3: 0.6581 prec@top3: 0.5259 recall@top5: 0.7489 prec@top5: 0.3644 loss_action_cls: 0.0475 loss: 0.0475 2022/08/07 00:33:15 - mmengine - INFO - Epoch(train) [7][840/1441] lr: 2.0000e-01 eta: 2:08:30 time: 0.4030 data_time: 0.0179 memory: 8503 grad_norm: 0.1056 recall@thr=0.5: 0.6747 prec@thr=0.5: 0.7917 recall@top3: 0.7981 prec@top3: 0.6410 recall@top5: 0.9022 prec@top5: 0.4500 loss_action_cls: 0.0497 loss: 0.0497 2022/08/07 00:33:22 - mmengine - INFO - Epoch(train) [7][860/1441] lr: 2.0000e-01 eta: 2:08:21 time: 0.3852 data_time: 0.0210 memory: 8503 grad_norm: 0.1055 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7731 recall@top3: 0.8380 prec@top3: 0.6019 recall@top5: 0.9120 prec@top5: 0.4000 loss_action_cls: 0.0474 loss: 0.0474 2022/08/07 00:33:30 - mmengine - INFO - Epoch(train) [7][880/1441] lr: 2.0000e-01 eta: 2:08:13 time: 0.3867 data_time: 0.0190 memory: 8503 grad_norm: 0.1015 recall@thr=0.5: 0.6086 prec@thr=0.5: 0.7217 recall@top3: 0.7247 prec@top3: 0.7083 recall@top5: 0.8467 prec@top5: 0.5143 loss_action_cls: 0.0471 loss: 0.0471 2022/08/07 00:33:38 - mmengine - INFO - Epoch(train) [7][900/1441] lr: 2.0000e-01 eta: 2:08:05 time: 0.4003 data_time: 0.0224 memory: 8503 grad_norm: 0.1056 recall@thr=0.5: 0.6031 prec@thr=0.5: 0.7807 recall@top3: 0.8180 prec@top3: 0.7018 recall@top5: 0.9518 prec@top5: 0.4947 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 00:33:45 - mmengine - INFO - Epoch(train) [7][920/1441] lr: 2.0000e-01 eta: 2:07:56 time: 0.3686 data_time: 0.0177 memory: 8503 grad_norm: 0.1013 recall@thr=0.5: 0.5708 prec@thr=0.5: 0.6267 recall@top3: 0.7128 prec@top3: 0.5903 recall@top5: 0.8455 prec@top5: 0.4458 loss_action_cls: 0.0471 loss: 0.0471 2022/08/07 00:33:53 - mmengine - INFO - Epoch(train) [7][940/1441] lr: 2.0000e-01 eta: 2:07:47 time: 0.3934 data_time: 0.0207 memory: 8503 grad_norm: 0.1022 recall@thr=0.5: 0.7432 prec@thr=0.5: 0.8503 recall@top3: 0.8571 prec@top3: 0.7347 recall@top5: 0.9524 prec@top5: 0.4980 loss_action_cls: 0.0461 loss: 0.0461 2022/08/07 00:34:01 - mmengine - INFO - Epoch(train) [7][960/1441] lr: 2.0000e-01 eta: 2:07:38 time: 0.3641 data_time: 0.0179 memory: 8503 grad_norm: 0.1047 recall@thr=0.5: 0.6670 prec@thr=0.5: 0.7790 recall@top3: 0.8232 prec@top3: 0.6449 recall@top5: 0.9348 prec@top5: 0.4652 loss_action_cls: 0.0454 loss: 0.0454 2022/08/07 00:34:08 - mmengine - INFO - Epoch(train) [7][980/1441] lr: 2.0000e-01 eta: 2:07:29 time: 0.3694 data_time: 0.0203 memory: 8503 grad_norm: 0.1037 recall@thr=0.5: 0.7361 prec@thr=0.5: 0.8611 recall@top3: 0.8631 prec@top3: 0.7063 recall@top5: 0.9067 prec@top5: 0.4476 loss_action_cls: 0.0485 loss: 0.0485 2022/08/07 00:34:16 - mmengine - INFO - Epoch(train) [7][1000/1441] lr: 2.0000e-01 eta: 2:07:21 time: 0.4026 data_time: 0.0178 memory: 8503 grad_norm: 0.1047 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.7520 recall@top3: 0.7996 prec@top3: 0.5556 recall@top5: 0.9325 prec@top5: 0.3905 loss_action_cls: 0.0461 loss: 0.0461 2022/08/07 00:34:24 - mmengine - INFO - Epoch(train) [7][1020/1441] lr: 2.0000e-01 eta: 2:07:12 time: 0.3767 data_time: 0.0203 memory: 8503 grad_norm: 0.1016 recall@thr=0.5: 0.6429 prec@thr=0.5: 0.6984 recall@top3: 0.7798 prec@top3: 0.5635 recall@top5: 0.9325 prec@top5: 0.4143 loss_action_cls: 0.0503 loss: 0.0503 2022/08/07 00:34:32 - mmengine - INFO - Epoch(train) [7][1040/1441] lr: 2.0000e-01 eta: 2:07:04 time: 0.3943 data_time: 0.0199 memory: 8503 grad_norm: 0.1065 recall@thr=0.5: 0.7284 prec@thr=0.5: 0.8103 recall@top3: 0.8261 prec@top3: 0.7356 recall@top5: 0.9540 prec@top5: 0.5103 loss_action_cls: 0.0491 loss: 0.0491 2022/08/07 00:34:39 - mmengine - INFO - Epoch(train) [7][1060/1441] lr: 2.0000e-01 eta: 2:06:55 time: 0.3747 data_time: 0.0202 memory: 8503 grad_norm: 0.1092 recall@thr=0.5: 0.6192 prec@thr=0.5: 0.7051 recall@top3: 0.7731 prec@top3: 0.6282 recall@top5: 0.9029 prec@top5: 0.4615 loss_action_cls: 0.0492 loss: 0.0492 2022/08/07 00:34:46 - mmengine - INFO - Epoch(train) [7][1080/1441] lr: 2.0000e-01 eta: 2:06:46 time: 0.3686 data_time: 0.0181 memory: 8503 grad_norm: 0.1012 recall@thr=0.5: 0.7347 prec@thr=0.5: 0.7400 recall@top3: 0.8640 prec@top3: 0.7600 recall@top5: 0.9753 prec@top5: 0.5160 loss_action_cls: 0.0465 loss: 0.0465 2022/08/07 00:34:54 - mmengine - INFO - Epoch(train) [7][1100/1441] lr: 2.0000e-01 eta: 2:06:38 time: 0.4050 data_time: 0.0210 memory: 8503 grad_norm: 0.1000 recall@thr=0.5: 0.5677 prec@thr=0.5: 0.6562 recall@top3: 0.7118 prec@top3: 0.5764 recall@top5: 0.8403 prec@top5: 0.4125 loss_action_cls: 0.0481 loss: 0.0481 2022/08/07 00:35:03 - mmengine - INFO - Epoch(train) [7][1120/1441] lr: 2.0000e-01 eta: 2:06:31 time: 0.4045 data_time: 0.0223 memory: 8503 grad_norm: 0.1044 recall@thr=0.5: 0.4850 prec@thr=0.5: 0.5812 recall@top3: 0.6453 prec@top3: 0.5128 recall@top5: 0.8312 prec@top5: 0.4000 loss_action_cls: 0.0491 loss: 0.0491 2022/08/07 00:35:10 - mmengine - INFO - Epoch(train) [7][1140/1441] lr: 2.0000e-01 eta: 2:06:22 time: 0.3865 data_time: 0.0183 memory: 8503 grad_norm: 0.0991 recall@thr=0.5: 0.5704 prec@thr=0.5: 0.6074 recall@top3: 0.6981 prec@top3: 0.5778 recall@top5: 0.7963 prec@top5: 0.4000 loss_action_cls: 0.0485 loss: 0.0485 2022/08/07 00:35:18 - mmengine - INFO - Epoch(train) [7][1160/1441] lr: 2.0000e-01 eta: 2:06:13 time: 0.3745 data_time: 0.0263 memory: 8503 grad_norm: 0.1029 recall@thr=0.5: 0.7130 prec@thr=0.5: 0.7824 recall@top3: 0.8611 prec@top3: 0.6852 recall@top5: 0.9630 prec@top5: 0.4667 loss_action_cls: 0.0444 loss: 0.0444 2022/08/07 00:35:26 - mmengine - INFO - Epoch(train) [7][1180/1441] lr: 2.0000e-01 eta: 2:06:06 time: 0.4156 data_time: 0.0216 memory: 8503 grad_norm: 0.1035 recall@thr=0.5: 0.6861 prec@thr=0.5: 0.6727 recall@top3: 0.7703 prec@top3: 0.5818 recall@top5: 0.9155 prec@top5: 0.4182 loss_action_cls: 0.0479 loss: 0.0479 2022/08/07 00:35:34 - mmengine - INFO - Epoch(train) [7][1200/1441] lr: 2.0000e-01 eta: 2:05:57 time: 0.3744 data_time: 0.0227 memory: 8503 grad_norm: 0.1028 recall@thr=0.5: 0.4657 prec@thr=0.5: 0.6716 recall@top3: 0.6814 prec@top3: 0.5980 recall@top5: 0.8431 prec@top5: 0.4353 loss_action_cls: 0.0479 loss: 0.0479 2022/08/07 00:35:42 - mmengine - INFO - Epoch(train) [7][1220/1441] lr: 2.0000e-01 eta: 2:05:50 time: 0.4128 data_time: 0.0205 memory: 8503 grad_norm: 0.1068 recall@thr=0.5: 0.7004 prec@thr=0.5: 0.7633 recall@top3: 0.7947 prec@top3: 0.6515 recall@top5: 0.9227 prec@top5: 0.4864 loss_action_cls: 0.0468 loss: 0.0468 2022/08/07 00:35:49 - mmengine - INFO - Epoch(train) [7][1240/1441] lr: 2.0000e-01 eta: 2:05:41 time: 0.3790 data_time: 0.0196 memory: 8503 grad_norm: 0.1018 recall@thr=0.5: 0.6717 prec@thr=0.5: 0.7424 recall@top3: 0.8043 prec@top3: 0.6667 recall@top5: 0.9167 prec@top5: 0.4667 loss_action_cls: 0.0464 loss: 0.0464 2022/08/07 00:35:57 - mmengine - INFO - Epoch(train) [7][1260/1441] lr: 2.0000e-01 eta: 2:05:33 time: 0.3901 data_time: 0.0186 memory: 8503 grad_norm: 0.1006 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.7614 recall@top3: 0.8542 prec@top3: 0.7121 recall@top5: 0.9299 prec@top5: 0.4682 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 00:36:05 - mmengine - INFO - Epoch(train) [7][1280/1441] lr: 2.0000e-01 eta: 2:05:25 time: 0.4111 data_time: 0.0247 memory: 8503 grad_norm: 0.1046 recall@thr=0.5: 0.6477 prec@thr=0.5: 0.7424 recall@top3: 0.7936 prec@top3: 0.6970 recall@top5: 0.9015 prec@top5: 0.4818 loss_action_cls: 0.0460 loss: 0.0460 2022/08/07 00:36:14 - mmengine - INFO - Epoch(train) [7][1300/1441] lr: 2.0000e-01 eta: 2:05:17 time: 0.4034 data_time: 0.0191 memory: 8503 grad_norm: 0.1007 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.8147 recall@top3: 0.7980 prec@top3: 0.7586 recall@top5: 0.9244 prec@top5: 0.5552 loss_action_cls: 0.0485 loss: 0.0485 2022/08/07 00:36:22 - mmengine - INFO - Epoch(train) [7][1320/1441] lr: 2.0000e-01 eta: 2:05:11 time: 0.4256 data_time: 0.0304 memory: 8503 grad_norm: 0.1028 recall@thr=0.5: 0.5952 prec@thr=0.5: 0.7341 recall@top3: 0.8433 prec@top3: 0.6667 recall@top5: 0.9048 prec@top5: 0.4429 loss_action_cls: 0.0460 loss: 0.0460 2022/08/07 00:36:30 - mmengine - INFO - Epoch(train) [7][1340/1441] lr: 2.0000e-01 eta: 2:05:02 time: 0.3858 data_time: 0.0164 memory: 8503 grad_norm: 0.1039 recall@thr=0.5: 0.6743 prec@thr=0.5: 0.8297 recall@top3: 0.7707 prec@top3: 0.6449 recall@top5: 0.8880 prec@top5: 0.4565 loss_action_cls: 0.0470 loss: 0.0470 2022/08/07 00:36:35 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 00:36:38 - mmengine - INFO - Epoch(train) [7][1360/1441] lr: 2.0000e-01 eta: 2:04:54 time: 0.3965 data_time: 0.0229 memory: 8503 grad_norm: 0.1088 recall@thr=0.5: 0.7030 prec@thr=0.5: 0.8709 recall@top3: 0.8045 prec@top3: 0.7091 recall@top5: 0.9485 prec@top5: 0.5164 loss_action_cls: 0.0454 loss: 0.0454 2022/08/07 00:36:46 - mmengine - INFO - Epoch(train) [7][1380/1441] lr: 2.0000e-01 eta: 2:04:47 time: 0.4161 data_time: 0.0158 memory: 8503 grad_norm: 0.1050 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.7333 recall@top3: 0.8125 prec@top3: 0.6000 recall@top5: 0.9458 prec@top5: 0.4400 loss_action_cls: 0.0451 loss: 0.0451 2022/08/07 00:36:54 - mmengine - INFO - Epoch(train) [7][1400/1441] lr: 2.0000e-01 eta: 2:04:39 time: 0.3920 data_time: 0.0251 memory: 8503 grad_norm: 0.1007 recall@thr=0.5: 0.7212 prec@thr=0.5: 0.8617 recall@top3: 0.7596 prec@top3: 0.6667 recall@top5: 0.9225 prec@top5: 0.5050 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 00:37:02 - mmengine - INFO - Epoch(train) [7][1420/1441] lr: 2.0000e-01 eta: 2:04:31 time: 0.4123 data_time: 0.0183 memory: 8503 grad_norm: 0.1072 recall@thr=0.5: 0.6288 prec@thr=0.5: 0.8333 recall@top3: 0.8144 prec@top3: 0.6515 recall@top5: 0.9242 prec@top5: 0.4591 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 00:37:10 - mmengine - INFO - Epoch(train) [7][1440/1441] lr: 2.0000e-01 eta: 2:04:23 time: 0.3818 data_time: 0.0196 memory: 8503 grad_norm: 0.1050 recall@thr=0.5: 0.6269 prec@thr=0.5: 0.7197 recall@top3: 0.7727 prec@top3: 0.6212 recall@top5: 0.9223 prec@top5: 0.4409 loss_action_cls: 0.0459 loss: 0.0459 2022/08/07 00:37:10 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 00:37:10 - mmengine - INFO - Epoch(train) [7][1441/1441] lr: 2.0000e-01 eta: 2:04:23 time: 0.3730 data_time: 0.0180 memory: 4495 grad_norm: 0.1069 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.7167 recall@top3: 0.8333 prec@top3: 0.5333 recall@top5: 0.9667 prec@top5: 0.3800 loss_action_cls: 0.0452 loss: 0.0452 2022/08/07 00:37:10 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/08/07 00:37:16 - mmengine - INFO - Epoch(val) [7][20/6282] eta: 0:04:34 time: 0.0439 data_time: 0.0059 memory: 560 2022/08/07 00:37:17 - mmengine - INFO - Epoch(val) [7][40/6282] eta: 0:03:52 time: 0.0373 data_time: 0.0039 memory: 560 2022/08/07 00:37:18 - mmengine - INFO - Epoch(val) [7][60/6282] eta: 0:04:12 time: 0.0405 data_time: 0.0064 memory: 560 2022/08/07 00:37:19 - mmengine - INFO - Epoch(val) [7][80/6282] eta: 0:04:22 time: 0.0424 data_time: 0.0048 memory: 560 2022/08/07 00:37:20 - mmengine - INFO - Epoch(val) [7][100/6282] eta: 0:04:23 time: 0.0427 data_time: 0.0050 memory: 560 2022/08/07 00:37:21 - mmengine - INFO - Epoch(val) [7][120/6282] eta: 0:04:32 time: 0.0441 data_time: 0.0042 memory: 606 2022/08/07 00:37:22 - mmengine - INFO - Epoch(val) [7][140/6282] eta: 0:04:45 time: 0.0464 data_time: 0.0048 memory: 606 2022/08/07 00:37:22 - mmengine - INFO - Epoch(val) [7][160/6282] eta: 0:04:29 time: 0.0440 data_time: 0.0064 memory: 606 2022/08/07 00:37:23 - mmengine - INFO - Epoch(val) [7][180/6282] eta: 0:04:16 time: 0.0421 data_time: 0.0042 memory: 606 2022/08/07 00:37:24 - mmengine - INFO - Epoch(val) [7][200/6282] eta: 0:04:17 time: 0.0423 data_time: 0.0031 memory: 606 2022/08/07 00:37:25 - mmengine - INFO - Epoch(val) [7][220/6282] eta: 0:04:15 time: 0.0421 data_time: 0.0030 memory: 577 2022/08/07 00:37:26 - mmengine - INFO - Epoch(val) [7][240/6282] eta: 0:04:23 time: 0.0436 data_time: 0.0033 memory: 577 2022/08/07 00:37:27 - mmengine - INFO - Epoch(val) [7][260/6282] eta: 0:03:53 time: 0.0388 data_time: 0.0051 memory: 577 2022/08/07 00:37:28 - mmengine - INFO - Epoch(val) [7][280/6282] eta: 0:04:16 time: 0.0428 data_time: 0.0050 memory: 577 2022/08/07 00:37:28 - mmengine - INFO - Epoch(val) [7][300/6282] eta: 0:04:10 time: 0.0419 data_time: 0.0062 memory: 606 2022/08/07 00:37:29 - mmengine - INFO - Epoch(val) [7][320/6282] eta: 0:04:04 time: 0.0411 data_time: 0.0047 memory: 606 2022/08/07 00:37:30 - mmengine - INFO - Epoch(val) [7][340/6282] eta: 0:04:20 time: 0.0439 data_time: 0.0042 memory: 606 2022/08/07 00:37:31 - mmengine - INFO - Epoch(val) [7][360/6282] eta: 0:06:45 time: 0.0684 data_time: 0.0054 memory: 606 2022/08/07 00:37:32 - mmengine - INFO - Epoch(val) [7][380/6282] eta: 0:04:15 time: 0.0434 data_time: 0.0051 memory: 606 2022/08/07 00:37:33 - mmengine - INFO - Epoch(val) [7][400/6282] eta: 0:03:57 time: 0.0404 data_time: 0.0040 memory: 606 2022/08/07 00:37:34 - mmengine - INFO - Epoch(val) [7][420/6282] eta: 0:03:59 time: 0.0408 data_time: 0.0038 memory: 579 2022/08/07 00:37:35 - mmengine - INFO - Epoch(val) [7][440/6282] eta: 0:03:40 time: 0.0378 data_time: 0.0036 memory: 579 2022/08/07 00:37:36 - mmengine - INFO - Epoch(val) [7][460/6282] eta: 0:04:02 time: 0.0417 data_time: 0.0062 memory: 579 2022/08/07 00:37:36 - mmengine - INFO - Epoch(val) [7][480/6282] eta: 0:03:53 time: 0.0402 data_time: 0.0034 memory: 579 2022/08/07 00:37:37 - mmengine - INFO - Epoch(val) [7][500/6282] eta: 0:04:01 time: 0.0418 data_time: 0.0044 memory: 579 2022/08/07 00:37:38 - mmengine - INFO - Epoch(val) [7][520/6282] eta: 0:04:08 time: 0.0431 data_time: 0.0048 memory: 577 2022/08/07 00:37:39 - mmengine - INFO - Epoch(val) [7][540/6282] eta: 0:03:49 time: 0.0400 data_time: 0.0031 memory: 577 2022/08/07 00:37:40 - mmengine - INFO - Epoch(val) [7][560/6282] eta: 0:03:54 time: 0.0409 data_time: 0.0036 memory: 577 2022/08/07 00:37:41 - mmengine - INFO - Epoch(val) [7][580/6282] eta: 0:03:47 time: 0.0400 data_time: 0.0034 memory: 577 2022/08/07 00:37:42 - mmengine - INFO - Epoch(val) [7][600/6282] eta: 0:04:30 time: 0.0476 data_time: 0.0044 memory: 577 2022/08/07 00:37:42 - mmengine - INFO - Epoch(val) [7][620/6282] eta: 0:04:28 time: 0.0475 data_time: 0.0050 memory: 577 2022/08/07 00:37:43 - mmengine - INFO - Epoch(val) [7][640/6282] eta: 0:04:20 time: 0.0461 data_time: 0.0044 memory: 575 2022/08/07 00:37:44 - mmengine - INFO - Epoch(val) [7][660/6282] eta: 0:04:25 time: 0.0472 data_time: 0.0056 memory: 575 2022/08/07 00:37:45 - mmengine - INFO - Epoch(val) [7][680/6282] eta: 0:04:10 time: 0.0448 data_time: 0.0044 memory: 575 2022/08/07 00:37:46 - mmengine - INFO - Epoch(val) [7][700/6282] eta: 0:04:10 time: 0.0449 data_time: 0.0063 memory: 575 2022/08/07 00:37:47 - mmengine - INFO - Epoch(val) [7][720/6282] eta: 0:04:15 time: 0.0459 data_time: 0.0047 memory: 606 2022/08/07 00:37:48 - mmengine - INFO - Epoch(val) [7][740/6282] eta: 0:04:06 time: 0.0445 data_time: 0.0037 memory: 606 2022/08/07 00:37:49 - mmengine - INFO - Epoch(val) [7][760/6282] eta: 0:03:59 time: 0.0433 data_time: 0.0055 memory: 606 2022/08/07 00:37:50 - mmengine - INFO - Epoch(val) [7][780/6282] eta: 0:03:50 time: 0.0418 data_time: 0.0039 memory: 606 2022/08/07 00:37:51 - mmengine - INFO - Epoch(val) [7][800/6282] eta: 0:03:48 time: 0.0416 data_time: 0.0039 memory: 606 2022/08/07 00:37:52 - mmengine - INFO - Epoch(val) [7][820/6282] eta: 0:06:11 time: 0.0681 data_time: 0.0047 memory: 606 2022/08/07 00:37:53 - mmengine - INFO - Epoch(val) [7][840/6282] eta: 0:03:24 time: 0.0376 data_time: 0.0048 memory: 577 2022/08/07 00:37:54 - mmengine - INFO - Epoch(val) [7][860/6282] eta: 0:03:52 time: 0.0430 data_time: 0.0058 memory: 577 2022/08/07 00:37:54 - mmengine - INFO - Epoch(val) [7][880/6282] eta: 0:03:33 time: 0.0396 data_time: 0.0055 memory: 577 2022/08/07 00:37:55 - mmengine - INFO - Epoch(val) [7][900/6282] eta: 0:03:27 time: 0.0385 data_time: 0.0035 memory: 577 2022/08/07 00:37:56 - mmengine - INFO - Epoch(val) [7][920/6282] eta: 0:03:39 time: 0.0409 data_time: 0.0052 memory: 577 2022/08/07 00:37:57 - mmengine - INFO - Epoch(val) [7][940/6282] eta: 0:03:50 time: 0.0432 data_time: 0.0042 memory: 560 2022/08/07 00:37:58 - mmengine - INFO - Epoch(val) [7][960/6282] eta: 0:03:38 time: 0.0410 data_time: 0.0042 memory: 560 2022/08/07 00:37:58 - mmengine - INFO - Epoch(val) [7][980/6282] eta: 0:03:38 time: 0.0412 data_time: 0.0047 memory: 560 2022/08/07 00:37:59 - mmengine - INFO - Epoch(val) [7][1000/6282] eta: 0:03:34 time: 0.0406 data_time: 0.0046 memory: 560 2022/08/07 00:38:00 - mmengine - INFO - Epoch(val) [7][1020/6282] eta: 0:03:39 time: 0.0416 data_time: 0.0046 memory: 577 2022/08/07 00:38:01 - mmengine - INFO - Epoch(val) [7][1040/6282] eta: 0:03:36 time: 0.0414 data_time: 0.0041 memory: 577 2022/08/07 00:38:02 - mmengine - INFO - Epoch(val) [7][1060/6282] eta: 0:03:47 time: 0.0435 data_time: 0.0038 memory: 577 2022/08/07 00:38:03 - mmengine - INFO - Epoch(val) [7][1080/6282] eta: 0:03:53 time: 0.0448 data_time: 0.0057 memory: 577 2022/08/07 00:38:04 - mmengine - INFO - Epoch(val) [7][1100/6282] eta: 0:03:44 time: 0.0434 data_time: 0.0055 memory: 577 2022/08/07 00:38:05 - mmengine - INFO - Epoch(val) [7][1120/6282] eta: 0:03:50 time: 0.0446 data_time: 0.0072 memory: 577 2022/08/07 00:38:05 - mmengine - INFO - Epoch(val) [7][1140/6282] eta: 0:03:33 time: 0.0416 data_time: 0.0048 memory: 577 2022/08/07 00:38:06 - mmengine - INFO - Epoch(val) [7][1160/6282] eta: 0:03:51 time: 0.0452 data_time: 0.0066 memory: 577 2022/08/07 00:38:07 - mmengine - INFO - Epoch(val) [7][1180/6282] eta: 0:04:10 time: 0.0492 data_time: 0.0082 memory: 577 2022/08/07 00:38:08 - mmengine - INFO - Epoch(val) [7][1200/6282] eta: 0:03:39 time: 0.0431 data_time: 0.0047 memory: 577 2022/08/07 00:38:09 - mmengine - INFO - Epoch(val) [7][1220/6282] eta: 0:04:02 time: 0.0478 data_time: 0.0054 memory: 577 2022/08/07 00:38:10 - mmengine - INFO - Epoch(val) [7][1240/6282] eta: 0:03:42 time: 0.0442 data_time: 0.0042 memory: 606 2022/08/07 00:38:11 - mmengine - INFO - Epoch(val) [7][1260/6282] eta: 0:06:05 time: 0.0727 data_time: 0.0080 memory: 606 2022/08/07 00:38:12 - mmengine - INFO - Epoch(val) [7][1280/6282] eta: 0:03:43 time: 0.0447 data_time: 0.0052 memory: 606 2022/08/07 00:38:13 - mmengine - INFO - Epoch(val) [7][1300/6282] eta: 0:03:36 time: 0.0434 data_time: 0.0049 memory: 606 2022/08/07 00:38:14 - mmengine - INFO - Epoch(val) [7][1320/6282] eta: 0:03:34 time: 0.0431 data_time: 0.0041 memory: 606 2022/08/07 00:38:15 - mmengine - INFO - Epoch(val) [7][1340/6282] eta: 0:03:21 time: 0.0408 data_time: 0.0049 memory: 606 2022/08/07 00:38:16 - mmengine - INFO - Epoch(val) [7][1360/6282] eta: 0:03:15 time: 0.0396 data_time: 0.0035 memory: 606 2022/08/07 00:38:17 - mmengine - INFO - Epoch(val) [7][1380/6282] eta: 0:03:28 time: 0.0426 data_time: 0.0042 memory: 606 2022/08/07 00:38:17 - mmengine - INFO - Epoch(val) [7][1400/6282] eta: 0:03:19 time: 0.0410 data_time: 0.0044 memory: 606 2022/08/07 00:38:18 - mmengine - INFO - Epoch(val) [7][1420/6282] eta: 0:03:05 time: 0.0382 data_time: 0.0042 memory: 606 2022/08/07 00:38:19 - mmengine - INFO - Epoch(val) [7][1440/6282] eta: 0:03:21 time: 0.0417 data_time: 0.0046 memory: 606 2022/08/07 00:38:20 - mmengine - INFO - Epoch(val) [7][1460/6282] eta: 0:03:21 time: 0.0418 data_time: 0.0054 memory: 606 2022/08/07 00:38:21 - mmengine - INFO - Epoch(val) [7][1480/6282] eta: 0:03:15 time: 0.0408 data_time: 0.0038 memory: 606 2022/08/07 00:38:22 - mmengine - INFO - Epoch(val) [7][1500/6282] eta: 0:03:27 time: 0.0435 data_time: 0.0067 memory: 606 2022/08/07 00:38:23 - mmengine - INFO - Epoch(val) [7][1520/6282] eta: 0:03:33 time: 0.0449 data_time: 0.0059 memory: 650 2022/08/07 00:38:23 - mmengine - INFO - Epoch(val) [7][1540/6282] eta: 0:03:20 time: 0.0423 data_time: 0.0032 memory: 650 2022/08/07 00:38:24 - mmengine - INFO - Epoch(val) [7][1560/6282] eta: 0:03:28 time: 0.0442 data_time: 0.0049 memory: 650 2022/08/07 00:38:25 - mmengine - INFO - Epoch(val) [7][1580/6282] eta: 0:03:17 time: 0.0421 data_time: 0.0048 memory: 650 2022/08/07 00:38:26 - mmengine - INFO - Epoch(val) [7][1600/6282] eta: 0:03:39 time: 0.0469 data_time: 0.0037 memory: 650 2022/08/07 00:38:27 - mmengine - INFO - Epoch(val) [7][1620/6282] eta: 0:03:21 time: 0.0432 data_time: 0.0044 memory: 650 2022/08/07 00:38:28 - mmengine - INFO - Epoch(val) [7][1640/6282] eta: 0:03:26 time: 0.0444 data_time: 0.0043 memory: 606 2022/08/07 00:38:29 - mmengine - INFO - Epoch(val) [7][1660/6282] eta: 0:03:06 time: 0.0404 data_time: 0.0054 memory: 606 2022/08/07 00:38:30 - mmengine - INFO - Epoch(val) [7][1680/6282] eta: 0:03:28 time: 0.0452 data_time: 0.0051 memory: 606 2022/08/07 00:38:30 - mmengine - INFO - Epoch(val) [7][1700/6282] eta: 0:03:21 time: 0.0439 data_time: 0.0058 memory: 606 2022/08/07 00:38:32 - mmengine - INFO - Epoch(val) [7][1720/6282] eta: 0:05:55 time: 0.0779 data_time: 0.0058 memory: 606 2022/08/07 00:38:33 - mmengine - INFO - Epoch(val) [7][1740/6282] eta: 0:03:29 time: 0.0462 data_time: 0.0059 memory: 606 2022/08/07 00:38:34 - mmengine - INFO - Epoch(val) [7][1760/6282] eta: 0:03:26 time: 0.0457 data_time: 0.0057 memory: 606 2022/08/07 00:38:35 - mmengine - INFO - Epoch(val) [7][1780/6282] eta: 0:03:27 time: 0.0461 data_time: 0.0042 memory: 606 2022/08/07 00:38:36 - mmengine - INFO - Epoch(val) [7][1800/6282] eta: 0:03:11 time: 0.0426 data_time: 0.0041 memory: 606 2022/08/07 00:38:37 - mmengine - INFO - Epoch(val) [7][1820/6282] eta: 0:03:05 time: 0.0416 data_time: 0.0046 memory: 606 2022/08/07 00:38:37 - mmengine - INFO - Epoch(val) [7][1840/6282] eta: 0:03:15 time: 0.0441 data_time: 0.0037 memory: 606 2022/08/07 00:38:38 - mmengine - INFO - Epoch(val) [7][1860/6282] eta: 0:03:08 time: 0.0427 data_time: 0.0056 memory: 606 2022/08/07 00:38:39 - mmengine - INFO - Epoch(val) [7][1880/6282] eta: 0:03:13 time: 0.0439 data_time: 0.0059 memory: 606 2022/08/07 00:38:40 - mmengine - INFO - Epoch(val) [7][1900/6282] eta: 0:03:19 time: 0.0456 data_time: 0.0041 memory: 606 2022/08/07 00:38:41 - mmengine - INFO - Epoch(val) [7][1920/6282] eta: 0:03:23 time: 0.0467 data_time: 0.0057 memory: 606 2022/08/07 00:38:42 - mmengine - INFO - Epoch(val) [7][1940/6282] eta: 0:03:05 time: 0.0428 data_time: 0.0035 memory: 606 2022/08/07 00:38:43 - mmengine - INFO - Epoch(val) [7][1960/6282] eta: 0:02:48 time: 0.0390 data_time: 0.0036 memory: 579 2022/08/07 00:38:44 - mmengine - INFO - Epoch(val) [7][1980/6282] eta: 0:03:02 time: 0.0425 data_time: 0.0047 memory: 579 2022/08/07 00:38:44 - mmengine - INFO - Epoch(val) [7][2000/6282] eta: 0:03:04 time: 0.0430 data_time: 0.0042 memory: 579 2022/08/07 00:38:45 - mmengine - INFO - Epoch(val) [7][2020/6282] eta: 0:02:59 time: 0.0421 data_time: 0.0043 memory: 579 2022/08/07 00:38:46 - mmengine - INFO - Epoch(val) [7][2040/6282] eta: 0:02:47 time: 0.0394 data_time: 0.0036 memory: 579 2022/08/07 00:38:47 - mmengine - INFO - Epoch(val) [7][2060/6282] eta: 0:02:31 time: 0.0360 data_time: 0.0052 memory: 579 2022/08/07 00:38:48 - mmengine - INFO - Epoch(val) [7][2080/6282] eta: 0:02:45 time: 0.0393 data_time: 0.0037 memory: 579 2022/08/07 00:38:48 - mmengine - INFO - Epoch(val) [7][2100/6282] eta: 0:03:00 time: 0.0431 data_time: 0.0051 memory: 579 2022/08/07 00:38:49 - mmengine - INFO - Epoch(val) [7][2120/6282] eta: 0:02:55 time: 0.0422 data_time: 0.0049 memory: 579 2022/08/07 00:38:50 - mmengine - INFO - Epoch(val) [7][2140/6282] eta: 0:02:51 time: 0.0413 data_time: 0.0053 memory: 579 2022/08/07 00:38:52 - mmengine - INFO - Epoch(val) [7][2160/6282] eta: 0:04:42 time: 0.0684 data_time: 0.0046 memory: 577 2022/08/07 00:38:52 - mmengine - INFO - Epoch(val) [7][2180/6282] eta: 0:02:48 time: 0.0411 data_time: 0.0040 memory: 577 2022/08/07 00:38:53 - mmengine - INFO - Epoch(val) [7][2200/6282] eta: 0:02:40 time: 0.0392 data_time: 0.0035 memory: 577 2022/08/07 00:38:54 - mmengine - INFO - Epoch(val) [7][2220/6282] eta: 0:02:45 time: 0.0407 data_time: 0.0047 memory: 577 2022/08/07 00:38:55 - mmengine - INFO - Epoch(val) [7][2240/6282] eta: 0:02:41 time: 0.0399 data_time: 0.0035 memory: 577 2022/08/07 00:38:56 - mmengine - INFO - Epoch(val) [7][2260/6282] eta: 0:02:44 time: 0.0409 data_time: 0.0049 memory: 579 2022/08/07 00:38:56 - mmengine - INFO - Epoch(val) [7][2280/6282] eta: 0:02:45 time: 0.0415 data_time: 0.0037 memory: 579 2022/08/07 00:38:57 - mmengine - INFO - Epoch(val) [7][2300/6282] eta: 0:03:03 time: 0.0462 data_time: 0.0052 memory: 579 2022/08/07 00:38:58 - mmengine - INFO - Epoch(val) [7][2320/6282] eta: 0:02:56 time: 0.0444 data_time: 0.0037 memory: 579 2022/08/07 00:38:59 - mmengine - INFO - Epoch(val) [7][2340/6282] eta: 0:03:10 time: 0.0482 data_time: 0.0053 memory: 579 2022/08/07 00:39:00 - mmengine - INFO - Epoch(val) [7][2360/6282] eta: 0:02:51 time: 0.0437 data_time: 0.0039 memory: 577 2022/08/07 00:39:01 - mmengine - INFO - Epoch(val) [7][2380/6282] eta: 0:02:57 time: 0.0455 data_time: 0.0058 memory: 577 2022/08/07 00:39:02 - mmengine - INFO - Epoch(val) [7][2400/6282] eta: 0:02:49 time: 0.0436 data_time: 0.0035 memory: 577 2022/08/07 00:39:03 - mmengine - INFO - Epoch(val) [7][2420/6282] eta: 0:03:13 time: 0.0500 data_time: 0.0080 memory: 577 2022/08/07 00:39:04 - mmengine - INFO - Epoch(val) [7][2440/6282] eta: 0:03:00 time: 0.0470 data_time: 0.0055 memory: 577 2022/08/07 00:39:05 - mmengine - INFO - Epoch(val) [7][2460/6282] eta: 0:03:04 time: 0.0482 data_time: 0.0047 memory: 606 2022/08/07 00:39:06 - mmengine - INFO - Epoch(val) [7][2480/6282] eta: 0:02:46 time: 0.0438 data_time: 0.0051 memory: 606 2022/08/07 00:39:07 - mmengine - INFO - Epoch(val) [7][2500/6282] eta: 0:02:27 time: 0.0391 data_time: 0.0047 memory: 606 2022/08/07 00:39:07 - mmengine - INFO - Epoch(val) [7][2520/6282] eta: 0:02:34 time: 0.0411 data_time: 0.0025 memory: 606 2022/08/07 00:39:08 - mmengine - INFO - Epoch(val) [7][2540/6282] eta: 0:02:29 time: 0.0401 data_time: 0.0035 memory: 606 2022/08/07 00:39:09 - mmengine - INFO - Epoch(val) [7][2560/6282] eta: 0:02:34 time: 0.0416 data_time: 0.0038 memory: 606 2022/08/07 00:39:10 - mmengine - INFO - Epoch(val) [7][2580/6282] eta: 0:02:31 time: 0.0409 data_time: 0.0044 memory: 606 2022/08/07 00:39:11 - mmengine - INFO - Epoch(val) [7][2600/6282] eta: 0:02:28 time: 0.0404 data_time: 0.0040 memory: 606 2022/08/07 00:39:12 - mmengine - INFO - Epoch(val) [7][2620/6282] eta: 0:04:30 time: 0.0739 data_time: 0.0042 memory: 606 2022/08/07 00:39:13 - mmengine - INFO - Epoch(val) [7][2640/6282] eta: 0:02:39 time: 0.0437 data_time: 0.0055 memory: 606 2022/08/07 00:39:14 - mmengine - INFO - Epoch(val) [7][2660/6282] eta: 0:02:36 time: 0.0431 data_time: 0.0031 memory: 646 2022/08/07 00:39:15 - mmengine - INFO - Epoch(val) [7][2680/6282] eta: 0:02:40 time: 0.0446 data_time: 0.0039 memory: 646 2022/08/07 00:39:16 - mmengine - INFO - Epoch(val) [7][2700/6282] eta: 0:02:39 time: 0.0446 data_time: 0.0036 memory: 646 2022/08/07 00:39:17 - mmengine - INFO - Epoch(val) [7][2720/6282] eta: 0:02:51 time: 0.0482 data_time: 0.0047 memory: 646 2022/08/07 00:39:18 - mmengine - INFO - Epoch(val) [7][2740/6282] eta: 0:02:37 time: 0.0446 data_time: 0.0059 memory: 646 2022/08/07 00:39:18 - mmengine - INFO - Epoch(val) [7][2760/6282] eta: 0:02:24 time: 0.0409 data_time: 0.0046 memory: 579 2022/08/07 00:39:19 - mmengine - INFO - Epoch(val) [7][2780/6282] eta: 0:02:22 time: 0.0407 data_time: 0.0059 memory: 579 2022/08/07 00:39:20 - mmengine - INFO - Epoch(val) [7][2800/6282] eta: 0:02:25 time: 0.0419 data_time: 0.0052 memory: 579 2022/08/07 00:39:21 - mmengine - INFO - Epoch(val) [7][2820/6282] eta: 0:02:18 time: 0.0399 data_time: 0.0045 memory: 579 2022/08/07 00:39:22 - mmengine - INFO - Epoch(val) [7][2840/6282] eta: 0:02:11 time: 0.0382 data_time: 0.0039 memory: 579 2022/08/07 00:39:23 - mmengine - INFO - Epoch(val) [7][2860/6282] eta: 0:02:19 time: 0.0406 data_time: 0.0046 memory: 606 2022/08/07 00:39:23 - mmengine - INFO - Epoch(val) [7][2880/6282] eta: 0:02:24 time: 0.0426 data_time: 0.0049 memory: 606 2022/08/07 00:39:24 - mmengine - INFO - Epoch(val) [7][2900/6282] eta: 0:02:20 time: 0.0415 data_time: 0.0050 memory: 606 2022/08/07 00:39:25 - mmengine - INFO - Epoch(val) [7][2920/6282] eta: 0:02:14 time: 0.0401 data_time: 0.0039 memory: 606 2022/08/07 00:39:26 - mmengine - INFO - Epoch(val) [7][2940/6282] eta: 0:02:18 time: 0.0416 data_time: 0.0036 memory: 591 2022/08/07 00:39:27 - mmengine - INFO - Epoch(val) [7][2960/6282] eta: 0:02:15 time: 0.0407 data_time: 0.0038 memory: 591 2022/08/07 00:39:28 - mmengine - INFO - Epoch(val) [7][2980/6282] eta: 0:02:22 time: 0.0431 data_time: 0.0047 memory: 591 2022/08/07 00:39:28 - mmengine - INFO - Epoch(val) [7][3000/6282] eta: 0:02:15 time: 0.0412 data_time: 0.0039 memory: 591 2022/08/07 00:39:29 - mmengine - INFO - Epoch(val) [7][3020/6282] eta: 0:02:28 time: 0.0455 data_time: 0.0051 memory: 606 2022/08/07 00:39:30 - mmengine - INFO - Epoch(val) [7][3040/6282] eta: 0:02:19 time: 0.0430 data_time: 0.0055 memory: 606 2022/08/07 00:39:32 - mmengine - INFO - Epoch(val) [7][3060/6282] eta: 0:03:52 time: 0.0722 data_time: 0.0076 memory: 606 2022/08/07 00:39:32 - mmengine - INFO - Epoch(val) [7][3080/6282] eta: 0:02:10 time: 0.0409 data_time: 0.0042 memory: 606 2022/08/07 00:39:33 - mmengine - INFO - Epoch(val) [7][3100/6282] eta: 0:02:13 time: 0.0419 data_time: 0.0059 memory: 606 2022/08/07 00:39:34 - mmengine - INFO - Epoch(val) [7][3120/6282] eta: 0:02:01 time: 0.0385 data_time: 0.0045 memory: 579 2022/08/07 00:39:35 - mmengine - INFO - Epoch(val) [7][3140/6282] eta: 0:02:10 time: 0.0414 data_time: 0.0051 memory: 579 2022/08/07 00:39:36 - mmengine - INFO - Epoch(val) [7][3160/6282] eta: 0:01:58 time: 0.0378 data_time: 0.0040 memory: 579 2022/08/07 00:39:36 - mmengine - INFO - Epoch(val) [7][3180/6282] eta: 0:01:57 time: 0.0378 data_time: 0.0034 memory: 579 2022/08/07 00:39:37 - mmengine - INFO - Epoch(val) [7][3200/6282] eta: 0:02:08 time: 0.0416 data_time: 0.0042 memory: 606 2022/08/07 00:39:38 - mmengine - INFO - Epoch(val) [7][3220/6282] eta: 0:02:12 time: 0.0433 data_time: 0.0055 memory: 606 2022/08/07 00:39:39 - mmengine - INFO - Epoch(val) [7][3240/6282] eta: 0:02:10 time: 0.0429 data_time: 0.0039 memory: 606 2022/08/07 00:39:40 - mmengine - INFO - Epoch(val) [7][3260/6282] eta: 0:02:09 time: 0.0430 data_time: 0.0049 memory: 606 2022/08/07 00:39:41 - mmengine - INFO - Epoch(val) [7][3280/6282] eta: 0:02:06 time: 0.0421 data_time: 0.0056 memory: 606 2022/08/07 00:39:42 - mmengine - INFO - Epoch(val) [7][3300/6282] eta: 0:02:09 time: 0.0436 data_time: 0.0051 memory: 606 2022/08/07 00:39:43 - mmengine - INFO - Epoch(val) [7][3320/6282] eta: 0:02:11 time: 0.0443 data_time: 0.0048 memory: 606 2022/08/07 00:39:43 - mmengine - INFO - Epoch(val) [7][3340/6282] eta: 0:02:00 time: 0.0409 data_time: 0.0041 memory: 606 2022/08/07 00:39:44 - mmengine - INFO - Epoch(val) [7][3360/6282] eta: 0:02:09 time: 0.0443 data_time: 0.0052 memory: 606 2022/08/07 00:39:45 - mmengine - INFO - Epoch(val) [7][3380/6282] eta: 0:01:54 time: 0.0395 data_time: 0.0035 memory: 606 2022/08/07 00:39:46 - mmengine - INFO - Epoch(val) [7][3400/6282] eta: 0:01:47 time: 0.0372 data_time: 0.0038 memory: 577 2022/08/07 00:39:47 - mmengine - INFO - Epoch(val) [7][3420/6282] eta: 0:01:46 time: 0.0373 data_time: 0.0034 memory: 577 2022/08/07 00:39:47 - mmengine - INFO - Epoch(val) [7][3440/6282] eta: 0:01:56 time: 0.0411 data_time: 0.0046 memory: 577 2022/08/07 00:39:48 - mmengine - INFO - Epoch(val) [7][3460/6282] eta: 0:01:47 time: 0.0379 data_time: 0.0041 memory: 577 2022/08/07 00:39:49 - mmengine - INFO - Epoch(val) [7][3480/6282] eta: 0:01:53 time: 0.0407 data_time: 0.0037 memory: 577 2022/08/07 00:39:50 - mmengine - INFO - Epoch(val) [7][3500/6282] eta: 0:01:53 time: 0.0410 data_time: 0.0044 memory: 577 2022/08/07 00:39:51 - mmengine - INFO - Epoch(val) [7][3520/6282] eta: 0:01:51 time: 0.0405 data_time: 0.0045 memory: 577 2022/08/07 00:39:52 - mmengine - INFO - Epoch(val) [7][3540/6282] eta: 0:02:56 time: 0.0645 data_time: 0.0069 memory: 577 2022/08/07 00:39:53 - mmengine - INFO - Epoch(val) [7][3560/6282] eta: 0:01:51 time: 0.0409 data_time: 0.0057 memory: 577 2022/08/07 00:39:54 - mmengine - INFO - Epoch(val) [7][3580/6282] eta: 0:01:55 time: 0.0428 data_time: 0.0038 memory: 598 2022/08/07 00:39:55 - mmengine - INFO - Epoch(val) [7][3600/6282] eta: 0:01:55 time: 0.0432 data_time: 0.0057 memory: 598 2022/08/07 00:39:55 - mmengine - INFO - Epoch(val) [7][3620/6282] eta: 0:02:04 time: 0.0467 data_time: 0.0072 memory: 598 2022/08/07 00:39:56 - mmengine - INFO - Epoch(val) [7][3640/6282] eta: 0:01:46 time: 0.0402 data_time: 0.0071 memory: 598 2022/08/07 00:39:57 - mmengine - INFO - Epoch(val) [7][3660/6282] eta: 0:01:45 time: 0.0401 data_time: 0.0047 memory: 598 2022/08/07 00:39:58 - mmengine - INFO - Epoch(val) [7][3680/6282] eta: 0:01:53 time: 0.0437 data_time: 0.0050 memory: 606 2022/08/07 00:39:59 - mmengine - INFO - Epoch(val) [7][3700/6282] eta: 0:01:55 time: 0.0446 data_time: 0.0065 memory: 606 2022/08/07 00:40:00 - mmengine - INFO - Epoch(val) [7][3720/6282] eta: 0:01:54 time: 0.0448 data_time: 0.0061 memory: 606 2022/08/07 00:40:01 - mmengine - INFO - Epoch(val) [7][3740/6282] eta: 0:01:52 time: 0.0441 data_time: 0.0055 memory: 606 2022/08/07 00:40:02 - mmengine - INFO - Epoch(val) [7][3760/6282] eta: 0:03:29 time: 0.0830 data_time: 0.0051 memory: 606 2022/08/07 00:40:03 - mmengine - INFO - Epoch(val) [7][3780/6282] eta: 0:01:48 time: 0.0432 data_time: 0.0032 memory: 606 2022/08/07 00:40:04 - mmengine - INFO - Epoch(val) [7][3800/6282] eta: 0:01:44 time: 0.0422 data_time: 0.0047 memory: 606 2022/08/07 00:40:05 - mmengine - INFO - Epoch(val) [7][3820/6282] eta: 0:01:44 time: 0.0424 data_time: 0.0050 memory: 606 2022/08/07 00:40:06 - mmengine - INFO - Epoch(val) [7][3840/6282] eta: 0:01:34 time: 0.0386 data_time: 0.0042 memory: 606 2022/08/07 00:40:07 - mmengine - INFO - Epoch(val) [7][3860/6282] eta: 0:01:43 time: 0.0428 data_time: 0.0048 memory: 606 2022/08/07 00:40:07 - mmengine - INFO - Epoch(val) [7][3880/6282] eta: 0:01:38 time: 0.0410 data_time: 0.0045 memory: 606 2022/08/07 00:40:08 - mmengine - INFO - Epoch(val) [7][3900/6282] eta: 0:01:36 time: 0.0403 data_time: 0.0048 memory: 606 2022/08/07 00:40:09 - mmengine - INFO - Epoch(val) [7][3920/6282] eta: 0:01:37 time: 0.0414 data_time: 0.0047 memory: 606 2022/08/07 00:40:10 - mmengine - INFO - Epoch(val) [7][3940/6282] eta: 0:01:22 time: 0.0353 data_time: 0.0034 memory: 606 2022/08/07 00:40:11 - mmengine - INFO - Epoch(val) [7][3960/6282] eta: 0:01:32 time: 0.0398 data_time: 0.0035 memory: 606 2022/08/07 00:40:11 - mmengine - INFO - Epoch(val) [7][3980/6282] eta: 0:01:40 time: 0.0434 data_time: 0.0046 memory: 606 2022/08/07 00:40:12 - mmengine - INFO - Epoch(val) [7][4000/6282] eta: 0:01:33 time: 0.0411 data_time: 0.0052 memory: 606 2022/08/07 00:40:13 - mmengine - INFO - Epoch(val) [7][4020/6282] eta: 0:01:40 time: 0.0443 data_time: 0.0053 memory: 606 2022/08/07 00:40:14 - mmengine - INFO - Epoch(val) [7][4040/6282] eta: 0:01:33 time: 0.0419 data_time: 0.0035 memory: 646 2022/08/07 00:40:15 - mmengine - INFO - Epoch(val) [7][4060/6282] eta: 0:01:40 time: 0.0451 data_time: 0.0047 memory: 646 2022/08/07 00:40:16 - mmengine - INFO - Epoch(val) [7][4080/6282] eta: 0:01:42 time: 0.0467 data_time: 0.0049 memory: 646 2022/08/07 00:40:17 - mmengine - INFO - Epoch(val) [7][4100/6282] eta: 0:01:32 time: 0.0426 data_time: 0.0049 memory: 646 2022/08/07 00:40:18 - mmengine - INFO - Epoch(val) [7][4120/6282] eta: 0:01:34 time: 0.0436 data_time: 0.0044 memory: 646 2022/08/07 00:40:18 - mmengine - INFO - Epoch(val) [7][4140/6282] eta: 0:01:25 time: 0.0401 data_time: 0.0052 memory: 646 2022/08/07 00:40:19 - mmengine - INFO - Epoch(val) [7][4160/6282] eta: 0:01:20 time: 0.0378 data_time: 0.0037 memory: 577 2022/08/07 00:40:20 - mmengine - INFO - Epoch(val) [7][4180/6282] eta: 0:01:22 time: 0.0392 data_time: 0.0038 memory: 577 2022/08/07 00:40:21 - mmengine - INFO - Epoch(val) [7][4200/6282] eta: 0:01:19 time: 0.0384 data_time: 0.0038 memory: 577 2022/08/07 00:40:22 - mmengine - INFO - Epoch(val) [7][4220/6282] eta: 0:02:15 time: 0.0659 data_time: 0.0030 memory: 577 2022/08/07 00:40:23 - mmengine - INFO - Epoch(val) [7][4240/6282] eta: 0:01:11 time: 0.0352 data_time: 0.0029 memory: 577 2022/08/07 00:40:24 - mmengine - INFO - Epoch(val) [7][4260/6282] eta: 0:01:20 time: 0.0396 data_time: 0.0056 memory: 576 2022/08/07 00:40:25 - mmengine - INFO - Epoch(val) [7][4280/6282] eta: 0:01:25 time: 0.0429 data_time: 0.0065 memory: 576 2022/08/07 00:40:25 - mmengine - INFO - Epoch(val) [7][4300/6282] eta: 0:01:28 time: 0.0445 data_time: 0.0051 memory: 576 2022/08/07 00:40:26 - mmengine - INFO - Epoch(val) [7][4320/6282] eta: 0:01:22 time: 0.0423 data_time: 0.0052 memory: 576 2022/08/07 00:40:27 - mmengine - INFO - Epoch(val) [7][4340/6282] eta: 0:01:15 time: 0.0389 data_time: 0.0033 memory: 576 2022/08/07 00:40:28 - mmengine - INFO - Epoch(val) [7][4360/6282] eta: 0:01:22 time: 0.0432 data_time: 0.0047 memory: 606 2022/08/07 00:40:29 - mmengine - INFO - Epoch(val) [7][4380/6282] eta: 0:01:14 time: 0.0391 data_time: 0.0047 memory: 606 2022/08/07 00:40:30 - mmengine - INFO - Epoch(val) [7][4400/6282] eta: 0:01:16 time: 0.0408 data_time: 0.0049 memory: 606 2022/08/07 00:40:30 - mmengine - INFO - Epoch(val) [7][4420/6282] eta: 0:01:19 time: 0.0425 data_time: 0.0044 memory: 606 2022/08/07 00:40:31 - mmengine - INFO - Epoch(val) [7][4440/6282] eta: 0:01:27 time: 0.0476 data_time: 0.0048 memory: 610 2022/08/07 00:40:32 - mmengine - INFO - Epoch(val) [7][4460/6282] eta: 0:01:16 time: 0.0422 data_time: 0.0038 memory: 610 2022/08/07 00:40:33 - mmengine - INFO - Epoch(val) [7][4480/6282] eta: 0:01:11 time: 0.0397 data_time: 0.0053 memory: 610 2022/08/07 00:40:34 - mmengine - INFO - Epoch(val) [7][4500/6282] eta: 0:01:16 time: 0.0427 data_time: 0.0038 memory: 610 2022/08/07 00:40:35 - mmengine - INFO - Epoch(val) [7][4520/6282] eta: 0:01:09 time: 0.0396 data_time: 0.0040 memory: 610 2022/08/07 00:40:35 - mmengine - INFO - Epoch(val) [7][4540/6282] eta: 0:01:05 time: 0.0374 data_time: 0.0037 memory: 579 2022/08/07 00:40:36 - mmengine - INFO - Epoch(val) [7][4560/6282] eta: 0:01:06 time: 0.0384 data_time: 0.0066 memory: 579 2022/08/07 00:40:37 - mmengine - INFO - Epoch(val) [7][4580/6282] eta: 0:01:04 time: 0.0381 data_time: 0.0040 memory: 579 2022/08/07 00:40:38 - mmengine - INFO - Epoch(val) [7][4600/6282] eta: 0:01:04 time: 0.0385 data_time: 0.0041 memory: 579 2022/08/07 00:40:38 - mmengine - INFO - Epoch(val) [7][4620/6282] eta: 0:00:59 time: 0.0360 data_time: 0.0036 memory: 579 2022/08/07 00:40:39 - mmengine - INFO - Epoch(val) [7][4640/6282] eta: 0:01:05 time: 0.0400 data_time: 0.0046 memory: 610 2022/08/07 00:40:40 - mmengine - INFO - Epoch(val) [7][4660/6282] eta: 0:01:06 time: 0.0408 data_time: 0.0048 memory: 610 2022/08/07 00:40:41 - mmengine - INFO - Epoch(val) [7][4680/6282] eta: 0:01:07 time: 0.0422 data_time: 0.0043 memory: 610 2022/08/07 00:40:42 - mmengine - INFO - Epoch(val) [7][4700/6282] eta: 0:01:43 time: 0.0657 data_time: 0.0032 memory: 610 2022/08/07 00:40:43 - mmengine - INFO - Epoch(val) [7][4720/6282] eta: 0:01:07 time: 0.0434 data_time: 0.0044 memory: 610 2022/08/07 00:40:44 - mmengine - INFO - Epoch(val) [7][4740/6282] eta: 0:01:02 time: 0.0403 data_time: 0.0049 memory: 590 2022/08/07 00:40:45 - mmengine - INFO - Epoch(val) [7][4760/6282] eta: 0:01:03 time: 0.0415 data_time: 0.0049 memory: 590 2022/08/07 00:40:46 - mmengine - INFO - Epoch(val) [7][4780/6282] eta: 0:01:00 time: 0.0403 data_time: 0.0053 memory: 590 2022/08/07 00:40:46 - mmengine - INFO - Epoch(val) [7][4800/6282] eta: 0:00:55 time: 0.0376 data_time: 0.0043 memory: 590 2022/08/07 00:40:47 - mmengine - INFO - Epoch(val) [7][4820/6282] eta: 0:01:00 time: 0.0416 data_time: 0.0036 memory: 606 2022/08/07 00:40:48 - mmengine - INFO - Epoch(val) [7][4840/6282] eta: 0:00:57 time: 0.0400 data_time: 0.0047 memory: 606 2022/08/07 00:40:49 - mmengine - INFO - Epoch(val) [7][4860/6282] eta: 0:00:59 time: 0.0420 data_time: 0.0050 memory: 606 2022/08/07 00:40:50 - mmengine - INFO - Epoch(val) [7][4880/6282] eta: 0:01:00 time: 0.0430 data_time: 0.0038 memory: 606 2022/08/07 00:40:51 - mmengine - INFO - Epoch(val) [7][4900/6282] eta: 0:00:56 time: 0.0411 data_time: 0.0044 memory: 606 2022/08/07 00:40:51 - mmengine - INFO - Epoch(val) [7][4920/6282] eta: 0:01:00 time: 0.0443 data_time: 0.0059 memory: 608 2022/08/07 00:40:52 - mmengine - INFO - Epoch(val) [7][4940/6282] eta: 0:00:56 time: 0.0420 data_time: 0.0048 memory: 608 2022/08/07 00:40:53 - mmengine - INFO - Epoch(val) [7][4960/6282] eta: 0:00:58 time: 0.0444 data_time: 0.0054 memory: 608 2022/08/07 00:40:54 - mmengine - INFO - Epoch(val) [7][4980/6282] eta: 0:00:52 time: 0.0401 data_time: 0.0043 memory: 608 2022/08/07 00:40:55 - mmengine - INFO - Epoch(val) [7][5000/6282] eta: 0:00:53 time: 0.0419 data_time: 0.0044 memory: 608 2022/08/07 00:40:56 - mmengine - INFO - Epoch(val) [7][5020/6282] eta: 0:00:54 time: 0.0436 data_time: 0.0052 memory: 608 2022/08/07 00:40:57 - mmengine - INFO - Epoch(val) [7][5040/6282] eta: 0:00:53 time: 0.0433 data_time: 0.0055 memory: 579 2022/08/07 00:40:57 - mmengine - INFO - Epoch(val) [7][5060/6282] eta: 0:00:50 time: 0.0417 data_time: 0.0052 memory: 579 2022/08/07 00:40:58 - mmengine - INFO - Epoch(val) [7][5080/6282] eta: 0:00:48 time: 0.0403 data_time: 0.0043 memory: 579 2022/08/07 00:40:59 - mmengine - INFO - Epoch(val) [7][5100/6282] eta: 0:00:52 time: 0.0444 data_time: 0.0055 memory: 579 2022/08/07 00:41:00 - mmengine - INFO - Epoch(val) [7][5120/6282] eta: 0:00:47 time: 0.0405 data_time: 0.0045 memory: 579 2022/08/07 00:41:01 - mmengine - INFO - Epoch(val) [7][5140/6282] eta: 0:00:47 time: 0.0413 data_time: 0.0036 memory: 577 2022/08/07 00:41:02 - mmengine - INFO - Epoch(val) [7][5160/6282] eta: 0:01:12 time: 0.0651 data_time: 0.0040 memory: 577 2022/08/07 00:41:03 - mmengine - INFO - Epoch(val) [7][5180/6282] eta: 0:00:40 time: 0.0369 data_time: 0.0031 memory: 577 2022/08/07 00:41:04 - mmengine - INFO - Epoch(val) [7][5200/6282] eta: 0:00:41 time: 0.0386 data_time: 0.0026 memory: 577 2022/08/07 00:41:04 - mmengine - INFO - Epoch(val) [7][5220/6282] eta: 0:00:42 time: 0.0401 data_time: 0.0033 memory: 577 2022/08/07 00:41:05 - mmengine - INFO - Epoch(val) [7][5240/6282] eta: 0:00:40 time: 0.0393 data_time: 0.0032 memory: 576 2022/08/07 00:41:06 - mmengine - INFO - Epoch(val) [7][5260/6282] eta: 0:00:39 time: 0.0389 data_time: 0.0044 memory: 576 2022/08/07 00:41:07 - mmengine - INFO - Epoch(val) [7][5280/6282] eta: 0:00:41 time: 0.0411 data_time: 0.0035 memory: 576 2022/08/07 00:41:08 - mmengine - INFO - Epoch(val) [7][5300/6282] eta: 0:00:39 time: 0.0402 data_time: 0.0036 memory: 576 2022/08/07 00:41:08 - mmengine - INFO - Epoch(val) [7][5320/6282] eta: 0:00:36 time: 0.0375 data_time: 0.0053 memory: 577 2022/08/07 00:41:09 - mmengine - INFO - Epoch(val) [7][5340/6282] eta: 0:00:37 time: 0.0401 data_time: 0.0072 memory: 577 2022/08/07 00:41:10 - mmengine - INFO - Epoch(val) [7][5360/6282] eta: 0:00:40 time: 0.0436 data_time: 0.0051 memory: 577 2022/08/07 00:41:11 - mmengine - INFO - Epoch(val) [7][5380/6282] eta: 0:00:34 time: 0.0387 data_time: 0.0044 memory: 577 2022/08/07 00:41:12 - mmengine - INFO - Epoch(val) [7][5400/6282] eta: 0:00:35 time: 0.0402 data_time: 0.0067 memory: 577 2022/08/07 00:41:12 - mmengine - INFO - Epoch(val) [7][5420/6282] eta: 0:00:32 time: 0.0372 data_time: 0.0042 memory: 577 2022/08/07 00:41:13 - mmengine - INFO - Epoch(val) [7][5440/6282] eta: 0:00:34 time: 0.0407 data_time: 0.0051 memory: 577 2022/08/07 00:41:14 - mmengine - INFO - Epoch(val) [7][5460/6282] eta: 0:00:31 time: 0.0385 data_time: 0.0041 memory: 577 2022/08/07 00:41:15 - mmengine - INFO - Epoch(val) [7][5480/6282] eta: 0:00:31 time: 0.0389 data_time: 0.0034 memory: 577 2022/08/07 00:41:16 - mmengine - INFO - Epoch(val) [7][5500/6282] eta: 0:00:34 time: 0.0446 data_time: 0.0057 memory: 577 2022/08/07 00:41:17 - mmengine - INFO - Epoch(val) [7][5520/6282] eta: 0:00:32 time: 0.0430 data_time: 0.0049 memory: 588 2022/08/07 00:41:17 - mmengine - INFO - Epoch(val) [7][5540/6282] eta: 0:00:30 time: 0.0412 data_time: 0.0044 memory: 588 2022/08/07 00:41:18 - mmengine - INFO - Epoch(val) [7][5560/6282] eta: 0:00:27 time: 0.0375 data_time: 0.0040 memory: 588 2022/08/07 00:41:19 - mmengine - INFO - Epoch(val) [7][5580/6282] eta: 0:00:29 time: 0.0416 data_time: 0.0037 memory: 588 2022/08/07 00:41:20 - mmengine - INFO - Epoch(val) [7][5600/6282] eta: 0:00:27 time: 0.0408 data_time: 0.0050 memory: 588 2022/08/07 00:41:21 - mmengine - INFO - Epoch(val) [7][5620/6282] eta: 0:00:27 time: 0.0418 data_time: 0.0038 memory: 588 2022/08/07 00:41:22 - mmengine - INFO - Epoch(val) [7][5640/6282] eta: 0:00:41 time: 0.0650 data_time: 0.0045 memory: 577 2022/08/07 00:41:23 - mmengine - INFO - Epoch(val) [7][5660/6282] eta: 0:00:24 time: 0.0395 data_time: 0.0047 memory: 577 2022/08/07 00:41:24 - mmengine - INFO - Epoch(val) [7][5680/6282] eta: 0:00:25 time: 0.0423 data_time: 0.0056 memory: 577 2022/08/07 00:41:25 - mmengine - INFO - Epoch(val) [7][5700/6282] eta: 0:00:23 time: 0.0404 data_time: 0.0069 memory: 577 2022/08/07 00:41:25 - mmengine - INFO - Epoch(val) [7][5720/6282] eta: 0:00:25 time: 0.0451 data_time: 0.0061 memory: 594 2022/08/07 00:41:26 - mmengine - INFO - Epoch(val) [7][5740/6282] eta: 0:00:21 time: 0.0400 data_time: 0.0045 memory: 594 2022/08/07 00:41:27 - mmengine - INFO - Epoch(val) [7][5760/6282] eta: 0:00:21 time: 0.0411 data_time: 0.0046 memory: 594 2022/08/07 00:41:28 - mmengine - INFO - Epoch(val) [7][5780/6282] eta: 0:00:21 time: 0.0432 data_time: 0.0056 memory: 594 2022/08/07 00:41:29 - mmengine - INFO - Epoch(val) [7][5800/6282] eta: 0:00:19 time: 0.0409 data_time: 0.0045 memory: 594 2022/08/07 00:41:30 - mmengine - INFO - Epoch(val) [7][5820/6282] eta: 0:00:18 time: 0.0405 data_time: 0.0034 memory: 594 2022/08/07 00:41:30 - mmengine - INFO - Epoch(val) [7][5840/6282] eta: 0:00:16 time: 0.0374 data_time: 0.0035 memory: 588 2022/08/07 00:41:31 - mmengine - INFO - Epoch(val) [7][5860/6282] eta: 0:00:16 time: 0.0402 data_time: 0.0038 memory: 588 2022/08/07 00:41:32 - mmengine - INFO - Epoch(val) [7][5880/6282] eta: 0:00:16 time: 0.0409 data_time: 0.0064 memory: 588 2022/08/07 00:41:33 - mmengine - INFO - Epoch(val) [7][5900/6282] eta: 0:00:15 time: 0.0403 data_time: 0.0048 memory: 588 2022/08/07 00:41:34 - mmengine - INFO - Epoch(val) [7][5920/6282] eta: 0:00:14 time: 0.0404 data_time: 0.0048 memory: 588 2022/08/07 00:41:34 - mmengine - INFO - Epoch(val) [7][5940/6282] eta: 0:00:13 time: 0.0383 data_time: 0.0048 memory: 577 2022/08/07 00:41:35 - mmengine - INFO - Epoch(val) [7][5960/6282] eta: 0:00:12 time: 0.0384 data_time: 0.0049 memory: 577 2022/08/07 00:41:36 - mmengine - INFO - Epoch(val) [7][5980/6282] eta: 0:00:12 time: 0.0417 data_time: 0.0028 memory: 577 2022/08/07 00:41:37 - mmengine - INFO - Epoch(val) [7][6000/6282] eta: 0:00:12 time: 0.0456 data_time: 0.0087 memory: 606 2022/08/07 00:41:38 - mmengine - INFO - Epoch(val) [7][6020/6282] eta: 0:00:11 time: 0.0436 data_time: 0.0052 memory: 606 2022/08/07 00:41:39 - mmengine - INFO - Epoch(val) [7][6040/6282] eta: 0:00:09 time: 0.0391 data_time: 0.0043 memory: 606 2022/08/07 00:41:39 - mmengine - INFO - Epoch(val) [7][6060/6282] eta: 0:00:09 time: 0.0417 data_time: 0.0049 memory: 606 2022/08/07 00:41:40 - mmengine - INFO - Epoch(val) [7][6080/6282] eta: 0:00:08 time: 0.0409 data_time: 0.0061 memory: 606 2022/08/07 00:41:41 - mmengine - INFO - Epoch(val) [7][6100/6282] eta: 0:00:08 time: 0.0469 data_time: 0.0042 memory: 606 2022/08/07 00:41:42 - mmengine - INFO - Epoch(val) [7][6120/6282] eta: 0:00:06 time: 0.0412 data_time: 0.0042 memory: 606 2022/08/07 00:41:43 - mmengine - INFO - Epoch(val) [7][6140/6282] eta: 0:00:04 time: 0.0292 data_time: 0.0025 memory: 606 2022/08/07 00:41:43 - mmengine - INFO - Epoch(val) [7][6160/6282] eta: 0:00:02 time: 0.0207 data_time: 0.0014 memory: 606 2022/08/07 00:41:43 - mmengine - INFO - Epoch(val) [7][6180/6282] eta: 0:00:02 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 00:41:44 - mmengine - INFO - Epoch(val) [7][6200/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 00:41:44 - mmengine - INFO - Epoch(val) [7][6220/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 00:41:45 - mmengine - INFO - Epoch(val) [7][6240/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 00:41:45 - mmengine - INFO - Epoch(val) [7][6260/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 00:41:45 - mmengine - INFO - Epoch(val) [7][6280/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 00:46:24 - mmengine - INFO - Epoch(val) [7][6282/6282] mAP/mAP@0.5IOU: 0.2022 2022/08/07 00:46:34 - mmengine - INFO - Epoch(train) [8][20/1441] lr: 2.0000e-01 eta: 2:04:16 time: 0.4667 data_time: 0.0964 memory: 8503 grad_norm: 0.1053 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.8091 recall@top3: 0.8379 prec@top3: 0.6788 recall@top5: 0.9212 prec@top5: 0.4655 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 00:46:41 - mmengine - INFO - Epoch(train) [8][40/1441] lr: 2.0000e-01 eta: 2:04:07 time: 0.3721 data_time: 0.0243 memory: 8503 grad_norm: 0.1103 recall@thr=0.5: 0.5894 prec@thr=0.5: 0.7236 recall@top3: 0.8394 prec@top3: 0.5691 recall@top5: 0.9370 prec@top5: 0.4000 loss_action_cls: 0.0477 loss: 0.0477 2022/08/07 00:46:49 - mmengine - INFO - Epoch(train) [8][60/1441] lr: 2.0000e-01 eta: 2:03:59 time: 0.3974 data_time: 0.0217 memory: 8503 grad_norm: 0.1050 recall@thr=0.5: 0.7986 prec@thr=0.5: 0.8785 recall@top3: 0.8733 prec@top3: 0.6875 recall@top5: 0.9306 prec@top5: 0.4500 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 00:46:56 - mmengine - INFO - Epoch(train) [8][80/1441] lr: 2.0000e-01 eta: 2:03:50 time: 0.3678 data_time: 0.0165 memory: 8503 grad_norm: 0.1052 recall@thr=0.5: 0.6465 prec@thr=0.5: 0.7626 recall@top3: 0.7475 prec@top3: 0.5253 recall@top5: 0.8838 prec@top5: 0.3939 loss_action_cls: 0.0481 loss: 0.0481 2022/08/07 00:47:05 - mmengine - INFO - Epoch(train) [8][100/1441] lr: 2.0000e-01 eta: 2:03:43 time: 0.4187 data_time: 0.0237 memory: 8503 grad_norm: 0.1033 recall@thr=0.5: 0.6707 prec@thr=0.5: 0.7624 recall@top3: 0.7799 prec@top3: 0.7011 recall@top5: 0.9261 prec@top5: 0.5000 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 00:47:12 - mmengine - INFO - Epoch(train) [8][120/1441] lr: 2.0000e-01 eta: 2:03:34 time: 0.3710 data_time: 0.0212 memory: 8503 grad_norm: 0.1065 recall@thr=0.5: 0.6890 prec@thr=0.5: 0.7614 recall@top3: 0.7242 prec@top3: 0.6970 recall@top5: 0.9379 prec@top5: 0.5318 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 00:47:19 - mmengine - INFO - Epoch(train) [8][140/1441] lr: 2.0000e-01 eta: 2:03:25 time: 0.3763 data_time: 0.0264 memory: 8503 grad_norm: 0.1085 recall@thr=0.5: 0.6878 prec@thr=0.5: 0.8333 recall@top3: 0.7933 prec@top3: 0.6741 recall@top5: 0.9337 prec@top5: 0.4933 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 00:47:28 - mmengine - INFO - Epoch(train) [8][160/1441] lr: 2.0000e-01 eta: 2:03:18 time: 0.4177 data_time: 0.0236 memory: 8503 grad_norm: 0.1101 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.8852 recall@top3: 0.7926 prec@top3: 0.6963 recall@top5: 0.9593 prec@top5: 0.5200 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 00:47:36 - mmengine - INFO - Epoch(train) [8][180/1441] lr: 2.0000e-01 eta: 2:03:10 time: 0.4029 data_time: 0.0250 memory: 8503 grad_norm: 0.1100 recall@thr=0.5: 0.6589 prec@thr=0.5: 0.8391 recall@top3: 0.8527 prec@top3: 0.6357 recall@top5: 0.9671 prec@top5: 0.4419 loss_action_cls: 0.0435 loss: 0.0435 2022/08/07 00:47:44 - mmengine - INFO - Epoch(train) [8][200/1441] lr: 2.0000e-01 eta: 2:03:02 time: 0.3981 data_time: 0.0242 memory: 8503 grad_norm: 0.1086 recall@thr=0.5: 0.6718 prec@thr=0.5: 0.8146 recall@top3: 0.8214 prec@top3: 0.7347 recall@top5: 0.9184 prec@top5: 0.5061 loss_action_cls: 0.0477 loss: 0.0477 2022/08/07 00:47:51 - mmengine - INFO - Epoch(train) [8][220/1441] lr: 2.0000e-01 eta: 2:02:53 time: 0.3786 data_time: 0.0213 memory: 8503 grad_norm: 0.1083 recall@thr=0.5: 0.7215 prec@thr=0.5: 0.8667 recall@top3: 0.8415 prec@top3: 0.7333 recall@top5: 0.9652 prec@top5: 0.5156 loss_action_cls: 0.0445 loss: 0.0445 2022/08/07 00:47:59 - mmengine - INFO - Epoch(train) [8][240/1441] lr: 2.0000e-01 eta: 2:02:45 time: 0.3977 data_time: 0.0230 memory: 8503 grad_norm: 0.1086 recall@thr=0.5: 0.7064 prec@thr=0.5: 0.7076 recall@top3: 0.7348 prec@top3: 0.6212 recall@top5: 0.9583 prec@top5: 0.4909 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 00:48:07 - mmengine - INFO - Epoch(train) [8][260/1441] lr: 2.0000e-01 eta: 2:02:37 time: 0.3840 data_time: 0.0256 memory: 8503 grad_norm: 0.1099 recall@thr=0.5: 0.5388 prec@thr=0.5: 0.6899 recall@top3: 0.7171 prec@top3: 0.5814 recall@top5: 0.9264 prec@top5: 0.4651 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 00:48:15 - mmengine - INFO - Epoch(train) [8][280/1441] lr: 2.0000e-01 eta: 2:02:29 time: 0.3905 data_time: 0.0177 memory: 8503 grad_norm: 0.1048 recall@thr=0.5: 0.6258 prec@thr=0.5: 0.7579 recall@top3: 0.7594 prec@top3: 0.6730 recall@top5: 0.9057 prec@top5: 0.4868 loss_action_cls: 0.0455 loss: 0.0455 2022/08/07 00:48:23 - mmengine - INFO - Epoch(train) [8][300/1441] lr: 2.0000e-01 eta: 2:02:20 time: 0.3892 data_time: 0.0227 memory: 8503 grad_norm: 0.1085 recall@thr=0.5: 0.6434 prec@thr=0.5: 0.7267 recall@top3: 0.7120 prec@top3: 0.5426 recall@top5: 0.8950 prec@top5: 0.4233 loss_action_cls: 0.0445 loss: 0.0445 2022/08/07 00:48:30 - mmengine - INFO - Epoch(train) [8][320/1441] lr: 2.0000e-01 eta: 2:02:11 time: 0.3729 data_time: 0.0175 memory: 8503 grad_norm: 0.1092 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7993 recall@top3: 0.7703 prec@top3: 0.6797 recall@top5: 0.9036 prec@top5: 0.5020 loss_action_cls: 0.0436 loss: 0.0436 2022/08/07 00:48:38 - mmengine - INFO - Epoch(train) [8][340/1441] lr: 2.0000e-01 eta: 2:02:03 time: 0.3958 data_time: 0.0218 memory: 8503 grad_norm: 0.1091 recall@thr=0.5: 0.5540 prec@thr=0.5: 0.7557 recall@top3: 0.7414 prec@top3: 0.6207 recall@top5: 0.9098 prec@top5: 0.4690 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 00:48:45 - mmengine - INFO - Epoch(train) [8][360/1441] lr: 2.0000e-01 eta: 2:01:54 time: 0.3683 data_time: 0.0162 memory: 8503 grad_norm: 0.1079 recall@thr=0.5: 0.8821 prec@thr=0.5: 0.8008 recall@top3: 0.8760 prec@top3: 0.5528 recall@top5: 0.9593 prec@top5: 0.3756 loss_action_cls: 0.0476 loss: 0.0476 2022/08/07 00:48:54 - mmengine - INFO - Epoch(train) [8][380/1441] lr: 2.0000e-01 eta: 2:01:47 time: 0.4186 data_time: 0.0275 memory: 8503 grad_norm: 0.1100 recall@thr=0.5: 0.6270 prec@thr=0.5: 0.7262 recall@top3: 0.8651 prec@top3: 0.7302 recall@top5: 0.9425 prec@top5: 0.4905 loss_action_cls: 0.0470 loss: 0.0470 2022/08/07 00:49:01 - mmengine - INFO - Epoch(train) [8][400/1441] lr: 2.0000e-01 eta: 2:01:38 time: 0.3720 data_time: 0.0179 memory: 8503 grad_norm: 0.1081 recall@thr=0.5: 0.5986 prec@thr=0.5: 0.6361 recall@top3: 0.7602 prec@top3: 0.5034 recall@top5: 0.9490 prec@top5: 0.3796 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 00:49:09 - mmengine - INFO - Epoch(train) [8][420/1441] lr: 2.0000e-01 eta: 2:01:30 time: 0.3820 data_time: 0.0216 memory: 8503 grad_norm: 0.1078 recall@thr=0.5: 0.6570 prec@thr=0.5: 0.8236 recall@top3: 0.8566 prec@top3: 0.6744 recall@top5: 0.9884 prec@top5: 0.4884 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 00:49:17 - mmengine - INFO - Epoch(train) [8][440/1441] lr: 2.0000e-01 eta: 2:01:22 time: 0.3962 data_time: 0.0187 memory: 8503 grad_norm: 0.1087 recall@thr=0.5: 0.7521 prec@thr=0.5: 0.7979 recall@top3: 0.8583 prec@top3: 0.6583 recall@top5: 0.9875 prec@top5: 0.4700 loss_action_cls: 0.0462 loss: 0.0462 2022/08/07 00:49:25 - mmengine - INFO - Epoch(train) [8][460/1441] lr: 2.0000e-01 eta: 2:01:13 time: 0.3901 data_time: 0.0219 memory: 8503 grad_norm: 0.1098 recall@thr=0.5: 0.5566 prec@thr=0.5: 0.7579 recall@top3: 0.7138 prec@top3: 0.6164 recall@top5: 0.9277 prec@top5: 0.4981 loss_action_cls: 0.0464 loss: 0.0464 2022/08/07 00:49:32 - mmengine - INFO - Epoch(train) [8][480/1441] lr: 2.0000e-01 eta: 2:01:05 time: 0.3954 data_time: 0.0179 memory: 8503 grad_norm: 0.1050 recall@thr=0.5: 0.5085 prec@thr=0.5: 0.5940 recall@top3: 0.8162 prec@top3: 0.6838 recall@top5: 0.9188 prec@top5: 0.4667 loss_action_cls: 0.0429 loss: 0.0429 2022/08/07 00:49:40 - mmengine - INFO - Epoch(train) [8][500/1441] lr: 2.0000e-01 eta: 2:00:57 time: 0.3822 data_time: 0.0206 memory: 8503 grad_norm: 0.1042 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.7650 recall@top3: 0.8187 prec@top3: 0.7133 recall@top5: 0.9500 prec@top5: 0.5080 loss_action_cls: 0.0464 loss: 0.0464 2022/08/07 00:49:48 - mmengine - INFO - Epoch(train) [8][520/1441] lr: 2.0000e-01 eta: 2:00:49 time: 0.3880 data_time: 0.0182 memory: 8503 grad_norm: 0.1066 recall@thr=0.5: 0.6441 prec@thr=0.5: 0.7630 recall@top3: 0.8015 prec@top3: 0.6667 recall@top5: 0.9456 prec@top5: 0.4978 loss_action_cls: 0.0472 loss: 0.0472 2022/08/07 00:49:56 - mmengine - INFO - Epoch(train) [8][540/1441] lr: 2.0000e-01 eta: 2:00:41 time: 0.4123 data_time: 0.0228 memory: 8503 grad_norm: 0.1085 recall@thr=0.5: 0.7604 prec@thr=0.5: 0.7396 recall@top3: 0.7743 prec@top3: 0.6597 recall@top5: 0.9792 prec@top5: 0.4917 loss_action_cls: 0.0453 loss: 0.0453 2022/08/07 00:50:04 - mmengine - INFO - Epoch(train) [8][560/1441] lr: 2.0000e-01 eta: 2:00:33 time: 0.3884 data_time: 0.0172 memory: 8503 grad_norm: 0.1100 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7037 recall@top3: 0.9213 prec@top3: 0.6296 recall@top5: 0.9676 prec@top5: 0.4056 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 00:50:12 - mmengine - INFO - Epoch(train) [8][580/1441] lr: 2.0000e-01 eta: 2:00:24 time: 0.3853 data_time: 0.0225 memory: 8503 grad_norm: 0.1144 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.8231 recall@top3: 0.8129 prec@top3: 0.6463 recall@top5: 0.9388 prec@top5: 0.4571 loss_action_cls: 0.0446 loss: 0.0446 2022/08/07 00:50:20 - mmengine - INFO - Epoch(train) [8][600/1441] lr: 2.0000e-01 eta: 2:00:17 time: 0.4033 data_time: 0.0188 memory: 8503 grad_norm: 0.1079 recall@thr=0.5: 0.5565 prec@thr=0.5: 0.7619 recall@top3: 0.7490 prec@top3: 0.7075 recall@top5: 0.9510 prec@top5: 0.5347 loss_action_cls: 0.0426 loss: 0.0426 2022/08/07 00:50:28 - mmengine - INFO - Epoch(train) [8][620/1441] lr: 2.0000e-01 eta: 2:00:08 time: 0.3923 data_time: 0.0212 memory: 8503 grad_norm: 0.1036 recall@thr=0.5: 0.6880 prec@thr=0.5: 0.7521 recall@top3: 0.7799 prec@top3: 0.6496 recall@top5: 0.9530 prec@top5: 0.4821 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 00:50:36 - mmengine - INFO - Epoch(train) [8][640/1441] lr: 2.0000e-01 eta: 2:00:01 time: 0.3994 data_time: 0.0187 memory: 8503 grad_norm: 0.1084 recall@thr=0.5: 0.8229 prec@thr=0.5: 0.8500 recall@top3: 0.8667 prec@top3: 0.6917 recall@top5: 0.9667 prec@top5: 0.4800 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 00:50:43 - mmengine - INFO - Epoch(train) [8][660/1441] lr: 2.0000e-01 eta: 1:59:52 time: 0.3926 data_time: 0.0221 memory: 8503 grad_norm: 0.1082 recall@thr=0.5: 0.6603 prec@thr=0.5: 0.8111 recall@top3: 0.8242 prec@top3: 0.7111 recall@top5: 0.9431 prec@top5: 0.4933 loss_action_cls: 0.0467 loss: 0.0467 2022/08/07 00:50:51 - mmengine - INFO - Epoch(train) [8][680/1441] lr: 2.0000e-01 eta: 1:59:44 time: 0.3723 data_time: 0.0178 memory: 8503 grad_norm: 0.1112 recall@thr=0.5: 0.6105 prec@thr=0.5: 0.7210 recall@top3: 0.7717 prec@top3: 0.6159 recall@top5: 0.9293 prec@top5: 0.4609 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 00:50:59 - mmengine - INFO - Epoch(train) [8][700/1441] lr: 2.0000e-01 eta: 1:59:36 time: 0.4068 data_time: 0.0260 memory: 8503 grad_norm: 0.1088 recall@thr=0.5: 0.5000 prec@thr=0.5: 0.6242 recall@top3: 0.7024 prec@top3: 0.6111 recall@top5: 0.8909 prec@top5: 0.4762 loss_action_cls: 0.0456 loss: 0.0456 2022/08/07 00:51:07 - mmengine - INFO - Epoch(train) [8][720/1441] lr: 2.0000e-01 eta: 1:59:28 time: 0.3991 data_time: 0.0186 memory: 8503 grad_norm: 0.1078 recall@thr=0.5: 0.5924 prec@thr=0.5: 0.6849 recall@top3: 0.8034 prec@top3: 0.6302 recall@top5: 0.9570 prec@top5: 0.4656 loss_action_cls: 0.0478 loss: 0.0478 2022/08/07 00:51:15 - mmengine - INFO - Epoch(train) [8][740/1441] lr: 2.0000e-01 eta: 1:59:21 time: 0.4144 data_time: 0.0262 memory: 8503 grad_norm: 0.1059 recall@thr=0.5: 0.7130 prec@thr=0.5: 0.7431 recall@top3: 0.7500 prec@top3: 0.5556 recall@top5: 0.8935 prec@top5: 0.4167 loss_action_cls: 0.0459 loss: 0.0459 2022/08/07 00:51:23 - mmengine - INFO - Epoch(train) [8][760/1441] lr: 2.0000e-01 eta: 1:59:12 time: 0.3790 data_time: 0.0199 memory: 8503 grad_norm: 0.1108 recall@thr=0.5: 0.7188 prec@thr=0.5: 0.8458 recall@top3: 0.8104 prec@top3: 0.6417 recall@top5: 0.9062 prec@top5: 0.4500 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 00:51:31 - mmengine - INFO - Epoch(train) [8][780/1441] lr: 2.0000e-01 eta: 1:59:04 time: 0.4016 data_time: 0.0206 memory: 8503 grad_norm: 0.1052 recall@thr=0.5: 0.6798 prec@thr=0.5: 0.7558 recall@top3: 0.7767 prec@top3: 0.6667 recall@top5: 0.9248 prec@top5: 0.4930 loss_action_cls: 0.0436 loss: 0.0436 2022/08/07 00:51:39 - mmengine - INFO - Epoch(train) [8][800/1441] lr: 2.0000e-01 eta: 1:58:56 time: 0.3917 data_time: 0.0286 memory: 8503 grad_norm: 0.1111 recall@thr=0.5: 0.6126 prec@thr=0.5: 0.8018 recall@top3: 0.7995 prec@top3: 0.7387 recall@top5: 0.9324 prec@top5: 0.5243 loss_action_cls: 0.0497 loss: 0.0497 2022/08/07 00:51:47 - mmengine - INFO - Epoch(train) [8][820/1441] lr: 2.0000e-01 eta: 1:58:49 time: 0.4189 data_time: 0.0211 memory: 8503 grad_norm: 0.1029 recall@thr=0.5: 0.5930 prec@thr=0.5: 0.7442 recall@top3: 0.7519 prec@top3: 0.6279 recall@top5: 0.9109 prec@top5: 0.4558 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 00:51:55 - mmengine - INFO - Epoch(train) [8][840/1441] lr: 2.0000e-01 eta: 1:58:40 time: 0.3769 data_time: 0.0176 memory: 8503 grad_norm: 0.1028 recall@thr=0.5: 0.7051 prec@thr=0.5: 0.7308 recall@top3: 0.8205 prec@top3: 0.6154 recall@top5: 0.9402 prec@top5: 0.4205 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 00:52:03 - mmengine - INFO - Epoch(train) [8][860/1441] lr: 2.0000e-01 eta: 1:58:32 time: 0.4040 data_time: 0.0204 memory: 8503 grad_norm: 0.1043 recall@thr=0.5: 0.6761 prec@thr=0.5: 0.7803 recall@top3: 0.8068 prec@top3: 0.6742 recall@top5: 0.9337 prec@top5: 0.4909 loss_action_cls: 0.0469 loss: 0.0469 2022/08/07 00:52:10 - mmengine - INFO - Epoch(train) [8][880/1441] lr: 2.0000e-01 eta: 1:58:24 time: 0.3790 data_time: 0.0188 memory: 8503 grad_norm: 0.1059 recall@thr=0.5: 0.6862 prec@thr=0.5: 0.7660 recall@top3: 0.8670 prec@top3: 0.6738 recall@top5: 0.9574 prec@top5: 0.4596 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 00:52:18 - mmengine - INFO - Epoch(train) [8][900/1441] lr: 2.0000e-01 eta: 1:58:16 time: 0.4079 data_time: 0.0211 memory: 8503 grad_norm: 0.1097 recall@thr=0.5: 0.6528 prec@thr=0.5: 0.7722 recall@top3: 0.7857 prec@top3: 0.6349 recall@top5: 0.9464 prec@top5: 0.4714 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 00:52:24 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 00:52:26 - mmengine - INFO - Epoch(train) [8][920/1441] lr: 2.0000e-01 eta: 1:58:08 time: 0.3883 data_time: 0.0198 memory: 8503 grad_norm: 0.1070 recall@thr=0.5: 0.6520 prec@thr=0.5: 0.7033 recall@top3: 0.7353 prec@top3: 0.6200 recall@top5: 0.9383 prec@top5: 0.4800 loss_action_cls: 0.0435 loss: 0.0435 2022/08/07 00:52:35 - mmengine - INFO - Epoch(train) [8][940/1441] lr: 2.0000e-01 eta: 1:58:01 time: 0.4198 data_time: 0.0218 memory: 8503 grad_norm: 0.1053 recall@thr=0.5: 0.7092 prec@thr=0.5: 0.8401 recall@top3: 0.7997 prec@top3: 0.7551 recall@top5: 0.9463 prec@top5: 0.5551 loss_action_cls: 0.0467 loss: 0.0467 2022/08/07 00:52:42 - mmengine - INFO - Epoch(train) [8][960/1441] lr: 2.0000e-01 eta: 1:57:52 time: 0.3832 data_time: 0.0215 memory: 8503 grad_norm: 0.1034 recall@thr=0.5: 0.5353 prec@thr=0.5: 0.7500 recall@top3: 0.7686 prec@top3: 0.6569 recall@top5: 0.8745 prec@top5: 0.4588 loss_action_cls: 0.0469 loss: 0.0469 2022/08/07 00:52:50 - mmengine - INFO - Epoch(train) [8][980/1441] lr: 2.0000e-01 eta: 1:57:44 time: 0.3858 data_time: 0.0176 memory: 8503 grad_norm: 0.1111 recall@thr=0.5: 0.5739 prec@thr=0.5: 0.7424 recall@top3: 0.7216 prec@top3: 0.5152 recall@top5: 0.8712 prec@top5: 0.3773 loss_action_cls: 0.0436 loss: 0.0436 2022/08/07 00:52:58 - mmengine - INFO - Epoch(train) [8][1000/1441] lr: 2.0000e-01 eta: 1:57:36 time: 0.4017 data_time: 0.0219 memory: 8503 grad_norm: 0.1058 recall@thr=0.5: 0.6986 prec@thr=0.5: 0.8087 recall@top3: 0.7808 prec@top3: 0.5870 recall@top5: 0.8681 prec@top5: 0.4087 loss_action_cls: 0.0448 loss: 0.0448 2022/08/07 00:53:06 - mmengine - INFO - Epoch(train) [8][1020/1441] lr: 2.0000e-01 eta: 1:57:28 time: 0.3902 data_time: 0.0175 memory: 8503 grad_norm: 0.1105 recall@thr=0.5: 0.6035 prec@thr=0.5: 0.7567 recall@top3: 0.7527 prec@top3: 0.5968 recall@top5: 0.9073 prec@top5: 0.4419 loss_action_cls: 0.0489 loss: 0.0489 2022/08/07 00:53:14 - mmengine - INFO - Epoch(train) [8][1040/1441] lr: 2.0000e-01 eta: 1:57:20 time: 0.4043 data_time: 0.0244 memory: 8503 grad_norm: 0.1077 recall@thr=0.5: 0.6905 prec@thr=0.5: 0.7534 recall@top3: 0.8061 prec@top3: 0.6463 recall@top5: 0.9303 prec@top5: 0.4531 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 00:53:22 - mmengine - INFO - Epoch(train) [8][1060/1441] lr: 2.0000e-01 eta: 1:57:12 time: 0.3823 data_time: 0.0177 memory: 8503 grad_norm: 0.1113 recall@thr=0.5: 0.6967 prec@thr=0.5: 0.7023 recall@top3: 0.7103 prec@top3: 0.6933 recall@top5: 0.8770 prec@top5: 0.5320 loss_action_cls: 0.0469 loss: 0.0469 2022/08/07 00:53:30 - mmengine - INFO - Epoch(train) [8][1080/1441] lr: 2.0000e-01 eta: 1:57:04 time: 0.4052 data_time: 0.0256 memory: 8503 grad_norm: 0.1052 recall@thr=0.5: 0.7094 prec@thr=0.5: 0.8406 recall@top3: 0.8188 prec@top3: 0.7174 recall@top5: 0.9315 prec@top5: 0.5174 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 00:53:38 - mmengine - INFO - Epoch(train) [8][1100/1441] lr: 2.0000e-01 eta: 1:56:56 time: 0.4014 data_time: 0.0190 memory: 8503 grad_norm: 0.1090 recall@thr=0.5: 0.7572 prec@thr=0.5: 0.7101 recall@top3: 0.8261 prec@top3: 0.6377 recall@top5: 0.9203 prec@top5: 0.4304 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 00:53:46 - mmengine - INFO - Epoch(train) [8][1120/1441] lr: 2.0000e-01 eta: 1:56:48 time: 0.3913 data_time: 0.0230 memory: 8503 grad_norm: 0.1046 recall@thr=0.5: 0.6826 prec@thr=0.5: 0.7630 recall@top3: 0.7433 prec@top3: 0.6296 recall@top5: 0.9704 prec@top5: 0.4933 loss_action_cls: 0.0453 loss: 0.0453 2022/08/07 00:53:54 - mmengine - INFO - Epoch(train) [8][1140/1441] lr: 2.0000e-01 eta: 1:56:40 time: 0.4107 data_time: 0.0268 memory: 8503 grad_norm: 0.1017 recall@thr=0.5: 0.6221 prec@thr=0.5: 0.6899 recall@top3: 0.8101 prec@top3: 0.6047 recall@top5: 0.9070 prec@top5: 0.4186 loss_action_cls: 0.0467 loss: 0.0467 2022/08/07 00:54:01 - mmengine - INFO - Epoch(train) [8][1160/1441] lr: 2.0000e-01 eta: 1:56:32 time: 0.3779 data_time: 0.0229 memory: 8503 grad_norm: 0.1095 recall@thr=0.5: 0.5944 prec@thr=0.5: 0.6000 recall@top3: 0.6926 prec@top3: 0.4963 recall@top5: 0.8556 prec@top5: 0.3778 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 00:54:09 - mmengine - INFO - Epoch(train) [8][1180/1441] lr: 2.0000e-01 eta: 1:56:23 time: 0.3810 data_time: 0.0187 memory: 8503 grad_norm: 0.1084 recall@thr=0.5: 0.6732 prec@thr=0.5: 0.6294 recall@top3: 0.7588 prec@top3: 0.6053 recall@top5: 0.9189 prec@top5: 0.4368 loss_action_cls: 0.0482 loss: 0.0482 2022/08/07 00:54:17 - mmengine - INFO - Epoch(train) [8][1200/1441] lr: 2.0000e-01 eta: 1:56:16 time: 0.4073 data_time: 0.0230 memory: 8503 grad_norm: 0.1055 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7742 recall@top3: 0.8013 prec@top3: 0.6855 recall@top5: 0.9113 prec@top5: 0.4755 loss_action_cls: 0.0462 loss: 0.0462 2022/08/07 00:54:25 - mmengine - INFO - Epoch(train) [8][1220/1441] lr: 2.0000e-01 eta: 1:56:07 time: 0.3941 data_time: 0.0179 memory: 8503 grad_norm: 0.1074 recall@thr=0.5: 0.7315 prec@thr=0.5: 0.7848 recall@top3: 0.7739 prec@top3: 0.6485 recall@top5: 0.9533 prec@top5: 0.4764 loss_action_cls: 0.0439 loss: 0.0439 2022/08/07 00:54:33 - mmengine - INFO - Epoch(train) [8][1240/1441] lr: 2.0000e-01 eta: 1:56:00 time: 0.4030 data_time: 0.0256 memory: 8503 grad_norm: 0.1031 recall@thr=0.5: 0.6609 prec@thr=0.5: 0.7276 recall@top3: 0.7587 prec@top3: 0.6346 recall@top5: 0.8978 prec@top5: 0.4654 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 00:54:41 - mmengine - INFO - Epoch(train) [8][1260/1441] lr: 2.0000e-01 eta: 1:55:51 time: 0.3765 data_time: 0.0173 memory: 8503 grad_norm: 0.1070 recall@thr=0.5: 0.5570 prec@thr=0.5: 0.5409 recall@top3: 0.6901 prec@top3: 0.4795 recall@top5: 0.8421 prec@top5: 0.3509 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 00:54:48 - mmengine - INFO - Epoch(train) [8][1280/1441] lr: 2.0000e-01 eta: 1:55:42 time: 0.3790 data_time: 0.0262 memory: 8503 grad_norm: 0.1055 recall@thr=0.5: 0.5871 prec@thr=0.5: 0.7186 recall@top3: 0.7632 prec@top3: 0.6918 recall@top5: 0.9097 prec@top5: 0.5132 loss_action_cls: 0.0463 loss: 0.0463 2022/08/07 00:54:56 - mmengine - INFO - Epoch(train) [8][1300/1441] lr: 2.0000e-01 eta: 1:55:35 time: 0.4024 data_time: 0.0184 memory: 8503 grad_norm: 0.1067 recall@thr=0.5: 0.6379 prec@thr=0.5: 0.6894 recall@top3: 0.7731 prec@top3: 0.6288 recall@top5: 0.9053 prec@top5: 0.4591 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 00:55:04 - mmengine - INFO - Epoch(train) [8][1320/1441] lr: 2.0000e-01 eta: 1:55:27 time: 0.3926 data_time: 0.0246 memory: 8503 grad_norm: 0.1056 recall@thr=0.5: 0.6223 prec@thr=0.5: 0.7419 recall@top3: 0.7554 prec@top3: 0.6398 recall@top5: 0.8884 prec@top5: 0.4484 loss_action_cls: 0.0427 loss: 0.0427 2022/08/07 00:55:12 - mmengine - INFO - Epoch(train) [8][1340/1441] lr: 2.0000e-01 eta: 1:55:18 time: 0.3892 data_time: 0.0177 memory: 8503 grad_norm: 0.1075 recall@thr=0.5: 0.5903 prec@thr=0.5: 0.7907 recall@top3: 0.7535 prec@top3: 0.7054 recall@top5: 0.9178 prec@top5: 0.5209 loss_action_cls: 0.0460 loss: 0.0460 2022/08/07 00:55:20 - mmengine - INFO - Epoch(train) [8][1360/1441] lr: 2.0000e-01 eta: 1:55:11 time: 0.4062 data_time: 0.0230 memory: 8503 grad_norm: 0.1015 recall@thr=0.5: 0.6892 prec@thr=0.5: 0.7252 recall@top3: 0.7680 prec@top3: 0.6306 recall@top5: 0.8671 prec@top5: 0.4432 loss_action_cls: 0.0458 loss: 0.0458 2022/08/07 00:55:28 - mmengine - INFO - Epoch(train) [8][1380/1441] lr: 2.0000e-01 eta: 1:55:02 time: 0.3829 data_time: 0.0194 memory: 8503 grad_norm: 0.1096 recall@thr=0.5: 0.6370 prec@thr=0.5: 0.7464 recall@top3: 0.7558 prec@top3: 0.6594 recall@top5: 0.9341 prec@top5: 0.5000 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 00:55:36 - mmengine - INFO - Epoch(train) [8][1400/1441] lr: 2.0000e-01 eta: 1:54:55 time: 0.4077 data_time: 0.0233 memory: 8503 grad_norm: 0.1067 recall@thr=0.5: 0.6382 prec@thr=0.5: 0.7018 recall@top3: 0.8136 prec@top3: 0.6053 recall@top5: 0.9035 prec@top5: 0.4158 loss_action_cls: 0.0449 loss: 0.0449 2022/08/07 00:55:43 - mmengine - INFO - Epoch(train) [8][1420/1441] lr: 2.0000e-01 eta: 1:54:46 time: 0.3881 data_time: 0.0183 memory: 8503 grad_norm: 0.1057 recall@thr=0.5: 0.6024 prec@thr=0.5: 0.7708 recall@top3: 0.7396 prec@top3: 0.6458 recall@top5: 0.8872 prec@top5: 0.4792 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 00:55:51 - mmengine - INFO - Epoch(train) [8][1440/1441] lr: 2.0000e-01 eta: 1:54:38 time: 0.3814 data_time: 0.0186 memory: 8503 grad_norm: 0.1105 recall@thr=0.5: 0.5171 prec@thr=0.5: 0.6838 recall@top3: 0.8120 prec@top3: 0.5812 recall@top5: 0.9252 prec@top5: 0.4051 loss_action_cls: 0.0417 loss: 0.0417 2022/08/07 00:55:51 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 00:55:51 - mmengine - INFO - Epoch(train) [8][1441/1441] lr: 2.0000e-01 eta: 1:54:38 time: 0.3740 data_time: 0.0190 memory: 4495 grad_norm: 0.1114 recall@thr=0.5: 0.7756 prec@thr=0.5: 0.8558 recall@top3: 0.8269 prec@top3: 0.6923 recall@top5: 0.9615 prec@top5: 0.4846 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 00:55:51 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/08/07 00:55:57 - mmengine - INFO - Epoch(val) [8][20/6282] eta: 0:03:59 time: 0.0383 data_time: 0.0049 memory: 560 2022/08/07 00:55:58 - mmengine - INFO - Epoch(val) [8][40/6282] eta: 0:03:55 time: 0.0378 data_time: 0.0042 memory: 560 2022/08/07 00:55:58 - mmengine - INFO - Epoch(val) [8][60/6282] eta: 0:03:47 time: 0.0366 data_time: 0.0045 memory: 560 2022/08/07 00:55:59 - mmengine - INFO - Epoch(val) [8][80/6282] eta: 0:04:04 time: 0.0394 data_time: 0.0067 memory: 560 2022/08/07 00:56:00 - mmengine - INFO - Epoch(val) [8][100/6282] eta: 0:04:49 time: 0.0468 data_time: 0.0057 memory: 560 2022/08/07 00:56:01 - mmengine - INFO - Epoch(val) [8][120/6282] eta: 0:04:45 time: 0.0464 data_time: 0.0057 memory: 606 2022/08/07 00:56:02 - mmengine - INFO - Epoch(val) [8][140/6282] eta: 0:04:18 time: 0.0421 data_time: 0.0043 memory: 606 2022/08/07 00:56:03 - mmengine - INFO - Epoch(val) [8][160/6282] eta: 0:04:25 time: 0.0434 data_time: 0.0058 memory: 606 2022/08/07 00:56:04 - mmengine - INFO - Epoch(val) [8][180/6282] eta: 0:04:07 time: 0.0406 data_time: 0.0053 memory: 606 2022/08/07 00:56:05 - mmengine - INFO - Epoch(val) [8][200/6282] eta: 0:04:15 time: 0.0420 data_time: 0.0042 memory: 606 2022/08/07 00:56:05 - mmengine - INFO - Epoch(val) [8][220/6282] eta: 0:04:04 time: 0.0403 data_time: 0.0053 memory: 577 2022/08/07 00:56:06 - mmengine - INFO - Epoch(val) [8][240/6282] eta: 0:04:02 time: 0.0402 data_time: 0.0042 memory: 577 2022/08/07 00:56:07 - mmengine - INFO - Epoch(val) [8][260/6282] eta: 0:04:09 time: 0.0414 data_time: 0.0043 memory: 577 2022/08/07 00:56:08 - mmengine - INFO - Epoch(val) [8][280/6282] eta: 0:04:08 time: 0.0414 data_time: 0.0063 memory: 577 2022/08/07 00:56:09 - mmengine - INFO - Epoch(val) [8][300/6282] eta: 0:04:34 time: 0.0460 data_time: 0.0070 memory: 606 2022/08/07 00:56:10 - mmengine - INFO - Epoch(val) [8][320/6282] eta: 0:04:23 time: 0.0442 data_time: 0.0055 memory: 606 2022/08/07 00:56:11 - mmengine - INFO - Epoch(val) [8][340/6282] eta: 0:04:31 time: 0.0456 data_time: 0.0035 memory: 606 2022/08/07 00:56:11 - mmengine - INFO - Epoch(val) [8][360/6282] eta: 0:04:19 time: 0.0438 data_time: 0.0065 memory: 606 2022/08/07 00:56:12 - mmengine - INFO - Epoch(val) [8][380/6282] eta: 0:04:09 time: 0.0422 data_time: 0.0039 memory: 606 2022/08/07 00:56:14 - mmengine - INFO - Epoch(val) [8][400/6282] eta: 0:07:04 time: 0.0722 data_time: 0.0056 memory: 606 2022/08/07 00:56:15 - mmengine - INFO - Epoch(val) [8][420/6282] eta: 0:03:47 time: 0.0387 data_time: 0.0042 memory: 579 2022/08/07 00:56:15 - mmengine - INFO - Epoch(val) [8][440/6282] eta: 0:04:04 time: 0.0418 data_time: 0.0042 memory: 579 2022/08/07 00:56:16 - mmengine - INFO - Epoch(val) [8][460/6282] eta: 0:03:40 time: 0.0378 data_time: 0.0040 memory: 579 2022/08/07 00:56:17 - mmengine - INFO - Epoch(val) [8][480/6282] eta: 0:03:56 time: 0.0408 data_time: 0.0041 memory: 579 2022/08/07 00:56:18 - mmengine - INFO - Epoch(val) [8][500/6282] eta: 0:03:40 time: 0.0381 data_time: 0.0041 memory: 579 2022/08/07 00:56:19 - mmengine - INFO - Epoch(val) [8][520/6282] eta: 0:03:45 time: 0.0391 data_time: 0.0036 memory: 577 2022/08/07 00:56:19 - mmengine - INFO - Epoch(val) [8][540/6282] eta: 0:03:44 time: 0.0390 data_time: 0.0051 memory: 577 2022/08/07 00:56:20 - mmengine - INFO - Epoch(val) [8][560/6282] eta: 0:03:53 time: 0.0408 data_time: 0.0047 memory: 577 2022/08/07 00:56:21 - mmengine - INFO - Epoch(val) [8][580/6282] eta: 0:04:29 time: 0.0473 data_time: 0.0073 memory: 577 2022/08/07 00:56:22 - mmengine - INFO - Epoch(val) [8][600/6282] eta: 0:04:03 time: 0.0429 data_time: 0.0027 memory: 577 2022/08/07 00:56:23 - mmengine - INFO - Epoch(val) [8][620/6282] eta: 0:04:21 time: 0.0462 data_time: 0.0051 memory: 577 2022/08/07 00:56:24 - mmengine - INFO - Epoch(val) [8][640/6282] eta: 0:04:10 time: 0.0444 data_time: 0.0044 memory: 575 2022/08/07 00:56:25 - mmengine - INFO - Epoch(val) [8][660/6282] eta: 0:04:19 time: 0.0461 data_time: 0.0043 memory: 575 2022/08/07 00:56:26 - mmengine - INFO - Epoch(val) [8][680/6282] eta: 0:04:31 time: 0.0484 data_time: 0.0054 memory: 575 2022/08/07 00:56:27 - mmengine - INFO - Epoch(val) [8][700/6282] eta: 0:03:36 time: 0.0389 data_time: 0.0043 memory: 575 2022/08/07 00:56:27 - mmengine - INFO - Epoch(val) [8][720/6282] eta: 0:04:01 time: 0.0435 data_time: 0.0043 memory: 606 2022/08/07 00:56:28 - mmengine - INFO - Epoch(val) [8][740/6282] eta: 0:03:54 time: 0.0423 data_time: 0.0048 memory: 606 2022/08/07 00:56:29 - mmengine - INFO - Epoch(val) [8][760/6282] eta: 0:03:55 time: 0.0427 data_time: 0.0049 memory: 606 2022/08/07 00:56:30 - mmengine - INFO - Epoch(val) [8][780/6282] eta: 0:04:09 time: 0.0454 data_time: 0.0058 memory: 606 2022/08/07 00:56:31 - mmengine - INFO - Epoch(val) [8][800/6282] eta: 0:03:56 time: 0.0432 data_time: 0.0051 memory: 606 2022/08/07 00:56:32 - mmengine - INFO - Epoch(val) [8][820/6282] eta: 0:03:34 time: 0.0392 data_time: 0.0042 memory: 606 2022/08/07 00:56:33 - mmengine - INFO - Epoch(val) [8][840/6282] eta: 0:06:02 time: 0.0665 data_time: 0.0044 memory: 577 2022/08/07 00:56:34 - mmengine - INFO - Epoch(val) [8][860/6282] eta: 0:03:57 time: 0.0439 data_time: 0.0055 memory: 577 2022/08/07 00:56:35 - mmengine - INFO - Epoch(val) [8][880/6282] eta: 0:03:53 time: 0.0433 data_time: 0.0043 memory: 577 2022/08/07 00:56:36 - mmengine - INFO - Epoch(val) [8][900/6282] eta: 0:03:29 time: 0.0389 data_time: 0.0043 memory: 577 2022/08/07 00:56:36 - mmengine - INFO - Epoch(val) [8][920/6282] eta: 0:03:33 time: 0.0398 data_time: 0.0041 memory: 577 2022/08/07 00:56:37 - mmengine - INFO - Epoch(val) [8][940/6282] eta: 0:03:51 time: 0.0433 data_time: 0.0044 memory: 560 2022/08/07 00:56:38 - mmengine - INFO - Epoch(val) [8][960/6282] eta: 0:03:33 time: 0.0402 data_time: 0.0032 memory: 560 2022/08/07 00:56:39 - mmengine - INFO - Epoch(val) [8][980/6282] eta: 0:03:53 time: 0.0440 data_time: 0.0062 memory: 560 2022/08/07 00:56:40 - mmengine - INFO - Epoch(val) [8][1000/6282] eta: 0:03:33 time: 0.0404 data_time: 0.0058 memory: 560 2022/08/07 00:56:41 - mmengine - INFO - Epoch(val) [8][1020/6282] eta: 0:03:26 time: 0.0392 data_time: 0.0037 memory: 577 2022/08/07 00:56:41 - mmengine - INFO - Epoch(val) [8][1040/6282] eta: 0:03:33 time: 0.0407 data_time: 0.0055 memory: 577 2022/08/07 00:56:42 - mmengine - INFO - Epoch(val) [8][1060/6282] eta: 0:03:23 time: 0.0389 data_time: 0.0043 memory: 577 2022/08/07 00:56:43 - mmengine - INFO - Epoch(val) [8][1080/6282] eta: 0:04:03 time: 0.0469 data_time: 0.0052 memory: 577 2022/08/07 00:56:44 - mmengine - INFO - Epoch(val) [8][1100/6282] eta: 0:04:04 time: 0.0471 data_time: 0.0074 memory: 577 2022/08/07 00:56:45 - mmengine - INFO - Epoch(val) [8][1120/6282] eta: 0:03:53 time: 0.0452 data_time: 0.0042 memory: 577 2022/08/07 00:56:46 - mmengine - INFO - Epoch(val) [8][1140/6282] eta: 0:04:10 time: 0.0486 data_time: 0.0060 memory: 577 2022/08/07 00:56:47 - mmengine - INFO - Epoch(val) [8][1160/6282] eta: 0:03:39 time: 0.0428 data_time: 0.0045 memory: 577 2022/08/07 00:56:48 - mmengine - INFO - Epoch(val) [8][1180/6282] eta: 0:03:53 time: 0.0457 data_time: 0.0043 memory: 577 2022/08/07 00:56:49 - mmengine - INFO - Epoch(val) [8][1200/6282] eta: 0:03:50 time: 0.0454 data_time: 0.0046 memory: 577 2022/08/07 00:56:50 - mmengine - INFO - Epoch(val) [8][1220/6282] eta: 0:03:54 time: 0.0464 data_time: 0.0060 memory: 577 2022/08/07 00:56:51 - mmengine - INFO - Epoch(val) [8][1240/6282] eta: 0:03:58 time: 0.0473 data_time: 0.0052 memory: 606 2022/08/07 00:56:52 - mmengine - INFO - Epoch(val) [8][1260/6282] eta: 0:03:51 time: 0.0461 data_time: 0.0039 memory: 606 2022/08/07 00:56:53 - mmengine - INFO - Epoch(val) [8][1280/6282] eta: 0:06:16 time: 0.0753 data_time: 0.0078 memory: 606 2022/08/07 00:56:54 - mmengine - INFO - Epoch(val) [8][1300/6282] eta: 0:03:55 time: 0.0473 data_time: 0.0036 memory: 606 2022/08/07 00:56:55 - mmengine - INFO - Epoch(val) [8][1320/6282] eta: 0:03:19 time: 0.0402 data_time: 0.0049 memory: 606 2022/08/07 00:56:56 - mmengine - INFO - Epoch(val) [8][1340/6282] eta: 0:03:22 time: 0.0410 data_time: 0.0041 memory: 606 2022/08/07 00:56:57 - mmengine - INFO - Epoch(val) [8][1360/6282] eta: 0:03:37 time: 0.0441 data_time: 0.0043 memory: 606 2022/08/07 00:56:57 - mmengine - INFO - Epoch(val) [8][1380/6282] eta: 0:03:30 time: 0.0430 data_time: 0.0038 memory: 606 2022/08/07 00:56:58 - mmengine - INFO - Epoch(val) [8][1400/6282] eta: 0:03:32 time: 0.0435 data_time: 0.0061 memory: 606 2022/08/07 00:56:59 - mmengine - INFO - Epoch(val) [8][1420/6282] eta: 0:03:15 time: 0.0403 data_time: 0.0043 memory: 606 2022/08/07 00:57:00 - mmengine - INFO - Epoch(val) [8][1440/6282] eta: 0:03:04 time: 0.0381 data_time: 0.0052 memory: 606 2022/08/07 00:57:01 - mmengine - INFO - Epoch(val) [8][1460/6282] eta: 0:03:03 time: 0.0380 data_time: 0.0030 memory: 606 2022/08/07 00:57:01 - mmengine - INFO - Epoch(val) [8][1480/6282] eta: 0:03:05 time: 0.0385 data_time: 0.0039 memory: 606 2022/08/07 00:57:02 - mmengine - INFO - Epoch(val) [8][1500/6282] eta: 0:03:09 time: 0.0395 data_time: 0.0046 memory: 606 2022/08/07 00:57:03 - mmengine - INFO - Epoch(val) [8][1520/6282] eta: 0:03:10 time: 0.0400 data_time: 0.0064 memory: 650 2022/08/07 00:57:04 - mmengine - INFO - Epoch(val) [8][1540/6282] eta: 0:03:15 time: 0.0412 data_time: 0.0048 memory: 650 2022/08/07 00:57:05 - mmengine - INFO - Epoch(val) [8][1560/6282] eta: 0:03:20 time: 0.0425 data_time: 0.0041 memory: 650 2022/08/07 00:57:06 - mmengine - INFO - Epoch(val) [8][1580/6282] eta: 0:03:02 time: 0.0389 data_time: 0.0027 memory: 650 2022/08/07 00:57:06 - mmengine - INFO - Epoch(val) [8][1600/6282] eta: 0:03:09 time: 0.0404 data_time: 0.0032 memory: 650 2022/08/07 00:57:07 - mmengine - INFO - Epoch(val) [8][1620/6282] eta: 0:03:19 time: 0.0428 data_time: 0.0046 memory: 650 2022/08/07 00:57:08 - mmengine - INFO - Epoch(val) [8][1640/6282] eta: 0:03:09 time: 0.0407 data_time: 0.0037 memory: 606 2022/08/07 00:57:09 - mmengine - INFO - Epoch(val) [8][1660/6282] eta: 0:02:54 time: 0.0377 data_time: 0.0032 memory: 606 2022/08/07 00:57:10 - mmengine - INFO - Epoch(val) [8][1680/6282] eta: 0:03:02 time: 0.0396 data_time: 0.0039 memory: 606 2022/08/07 00:57:11 - mmengine - INFO - Epoch(val) [8][1700/6282] eta: 0:03:18 time: 0.0432 data_time: 0.0056 memory: 606 2022/08/07 00:57:11 - mmengine - INFO - Epoch(val) [8][1720/6282] eta: 0:03:03 time: 0.0403 data_time: 0.0043 memory: 606 2022/08/07 00:57:12 - mmengine - INFO - Epoch(val) [8][1740/6282] eta: 0:03:26 time: 0.0454 data_time: 0.0043 memory: 606 2022/08/07 00:57:14 - mmengine - INFO - Epoch(val) [8][1760/6282] eta: 0:05:36 time: 0.0745 data_time: 0.0050 memory: 606 2022/08/07 00:57:15 - mmengine - INFO - Epoch(val) [8][1780/6282] eta: 0:03:23 time: 0.0452 data_time: 0.0050 memory: 606 2022/08/07 00:57:16 - mmengine - INFO - Epoch(val) [8][1800/6282] eta: 0:03:15 time: 0.0436 data_time: 0.0064 memory: 606 2022/08/07 00:57:16 - mmengine - INFO - Epoch(val) [8][1820/6282] eta: 0:03:24 time: 0.0458 data_time: 0.0045 memory: 606 2022/08/07 00:57:17 - mmengine - INFO - Epoch(val) [8][1840/6282] eta: 0:03:15 time: 0.0440 data_time: 0.0059 memory: 606 2022/08/07 00:57:18 - mmengine - INFO - Epoch(val) [8][1860/6282] eta: 0:03:11 time: 0.0434 data_time: 0.0033 memory: 606 2022/08/07 00:57:19 - mmengine - INFO - Epoch(val) [8][1880/6282] eta: 0:03:01 time: 0.0413 data_time: 0.0040 memory: 606 2022/08/07 00:57:20 - mmengine - INFO - Epoch(val) [8][1900/6282] eta: 0:03:07 time: 0.0428 data_time: 0.0041 memory: 606 2022/08/07 00:57:21 - mmengine - INFO - Epoch(val) [8][1920/6282] eta: 0:03:03 time: 0.0421 data_time: 0.0051 memory: 606 2022/08/07 00:57:22 - mmengine - INFO - Epoch(val) [8][1940/6282] eta: 0:02:59 time: 0.0412 data_time: 0.0045 memory: 606 2022/08/07 00:57:23 - mmengine - INFO - Epoch(val) [8][1960/6282] eta: 0:03:06 time: 0.0431 data_time: 0.0035 memory: 579 2022/08/07 00:57:23 - mmengine - INFO - Epoch(val) [8][1980/6282] eta: 0:02:45 time: 0.0385 data_time: 0.0041 memory: 579 2022/08/07 00:57:24 - mmengine - INFO - Epoch(val) [8][2000/6282] eta: 0:02:34 time: 0.0362 data_time: 0.0035 memory: 579 2022/08/07 00:57:25 - mmengine - INFO - Epoch(val) [8][2020/6282] eta: 0:02:57 time: 0.0415 data_time: 0.0041 memory: 579 2022/08/07 00:57:26 - mmengine - INFO - Epoch(val) [8][2040/6282] eta: 0:02:42 time: 0.0384 data_time: 0.0043 memory: 579 2022/08/07 00:57:26 - mmengine - INFO - Epoch(val) [8][2060/6282] eta: 0:02:49 time: 0.0401 data_time: 0.0057 memory: 579 2022/08/07 00:57:27 - mmengine - INFO - Epoch(val) [8][2080/6282] eta: 0:02:56 time: 0.0420 data_time: 0.0062 memory: 579 2022/08/07 00:57:28 - mmengine - INFO - Epoch(val) [8][2100/6282] eta: 0:02:42 time: 0.0389 data_time: 0.0050 memory: 579 2022/08/07 00:57:29 - mmengine - INFO - Epoch(val) [8][2120/6282] eta: 0:03:02 time: 0.0438 data_time: 0.0034 memory: 579 2022/08/07 00:57:30 - mmengine - INFO - Epoch(val) [8][2140/6282] eta: 0:02:46 time: 0.0402 data_time: 0.0059 memory: 579 2022/08/07 00:57:31 - mmengine - INFO - Epoch(val) [8][2160/6282] eta: 0:02:45 time: 0.0401 data_time: 0.0041 memory: 577 2022/08/07 00:57:31 - mmengine - INFO - Epoch(val) [8][2180/6282] eta: 0:02:44 time: 0.0402 data_time: 0.0059 memory: 577 2022/08/07 00:57:32 - mmengine - INFO - Epoch(val) [8][2200/6282] eta: 0:02:50 time: 0.0417 data_time: 0.0029 memory: 577 2022/08/07 00:57:34 - mmengine - INFO - Epoch(val) [8][2220/6282] eta: 0:04:28 time: 0.0661 data_time: 0.0038 memory: 577 2022/08/07 00:57:34 - mmengine - INFO - Epoch(val) [8][2240/6282] eta: 0:02:49 time: 0.0419 data_time: 0.0045 memory: 577 2022/08/07 00:57:35 - mmengine - INFO - Epoch(val) [8][2260/6282] eta: 0:02:58 time: 0.0445 data_time: 0.0055 memory: 579 2022/08/07 00:57:36 - mmengine - INFO - Epoch(val) [8][2280/6282] eta: 0:02:37 time: 0.0394 data_time: 0.0039 memory: 579 2022/08/07 00:57:37 - mmengine - INFO - Epoch(val) [8][2300/6282] eta: 0:02:37 time: 0.0395 data_time: 0.0034 memory: 579 2022/08/07 00:57:38 - mmengine - INFO - Epoch(val) [8][2320/6282] eta: 0:02:40 time: 0.0405 data_time: 0.0040 memory: 579 2022/08/07 00:57:39 - mmengine - INFO - Epoch(val) [8][2340/6282] eta: 0:02:39 time: 0.0405 data_time: 0.0040 memory: 579 2022/08/07 00:57:39 - mmengine - INFO - Epoch(val) [8][2360/6282] eta: 0:02:40 time: 0.0409 data_time: 0.0058 memory: 577 2022/08/07 00:57:40 - mmengine - INFO - Epoch(val) [8][2380/6282] eta: 0:02:42 time: 0.0417 data_time: 0.0051 memory: 577 2022/08/07 00:57:41 - mmengine - INFO - Epoch(val) [8][2400/6282] eta: 0:02:41 time: 0.0416 data_time: 0.0060 memory: 577 2022/08/07 00:57:42 - mmengine - INFO - Epoch(val) [8][2420/6282] eta: 0:03:03 time: 0.0476 data_time: 0.0058 memory: 577 2022/08/07 00:57:43 - mmengine - INFO - Epoch(val) [8][2440/6282] eta: 0:02:45 time: 0.0430 data_time: 0.0073 memory: 577 2022/08/07 00:57:44 - mmengine - INFO - Epoch(val) [8][2460/6282] eta: 0:03:03 time: 0.0480 data_time: 0.0049 memory: 606 2022/08/07 00:57:45 - mmengine - INFO - Epoch(val) [8][2480/6282] eta: 0:03:06 time: 0.0492 data_time: 0.0053 memory: 606 2022/08/07 00:57:46 - mmengine - INFO - Epoch(val) [8][2500/6282] eta: 0:02:58 time: 0.0472 data_time: 0.0050 memory: 606 2022/08/07 00:57:47 - mmengine - INFO - Epoch(val) [8][2520/6282] eta: 0:02:41 time: 0.0429 data_time: 0.0053 memory: 606 2022/08/07 00:57:48 - mmengine - INFO - Epoch(val) [8][2540/6282] eta: 0:02:56 time: 0.0472 data_time: 0.0054 memory: 606 2022/08/07 00:57:48 - mmengine - INFO - Epoch(val) [8][2560/6282] eta: 0:02:26 time: 0.0394 data_time: 0.0030 memory: 606 2022/08/07 00:57:49 - mmengine - INFO - Epoch(val) [8][2580/6282] eta: 0:02:42 time: 0.0440 data_time: 0.0048 memory: 606 2022/08/07 00:57:50 - mmengine - INFO - Epoch(val) [8][2600/6282] eta: 0:02:32 time: 0.0414 data_time: 0.0058 memory: 606 2022/08/07 00:57:51 - mmengine - INFO - Epoch(val) [8][2620/6282] eta: 0:02:25 time: 0.0396 data_time: 0.0036 memory: 606 2022/08/07 00:57:52 - mmengine - INFO - Epoch(val) [8][2640/6282] eta: 0:02:27 time: 0.0404 data_time: 0.0045 memory: 606 2022/08/07 00:57:53 - mmengine - INFO - Epoch(val) [8][2660/6282] eta: 0:04:17 time: 0.0710 data_time: 0.0056 memory: 646 2022/08/07 00:57:54 - mmengine - INFO - Epoch(val) [8][2680/6282] eta: 0:02:36 time: 0.0435 data_time: 0.0054 memory: 646 2022/08/07 00:57:55 - mmengine - INFO - Epoch(val) [8][2700/6282] eta: 0:02:41 time: 0.0451 data_time: 0.0038 memory: 646 2022/08/07 00:57:56 - mmengine - INFO - Epoch(val) [8][2720/6282] eta: 0:02:27 time: 0.0415 data_time: 0.0038 memory: 646 2022/08/07 00:57:57 - mmengine - INFO - Epoch(val) [8][2740/6282] eta: 0:02:27 time: 0.0416 data_time: 0.0041 memory: 646 2022/08/07 00:57:58 - mmengine - INFO - Epoch(val) [8][2760/6282] eta: 0:02:27 time: 0.0418 data_time: 0.0037 memory: 579 2022/08/07 00:57:58 - mmengine - INFO - Epoch(val) [8][2780/6282] eta: 0:02:24 time: 0.0412 data_time: 0.0045 memory: 579 2022/08/07 00:57:59 - mmengine - INFO - Epoch(val) [8][2800/6282] eta: 0:02:23 time: 0.0411 data_time: 0.0048 memory: 579 2022/08/07 00:58:00 - mmengine - INFO - Epoch(val) [8][2820/6282] eta: 0:02:17 time: 0.0398 data_time: 0.0034 memory: 579 2022/08/07 00:58:01 - mmengine - INFO - Epoch(val) [8][2840/6282] eta: 0:02:22 time: 0.0415 data_time: 0.0038 memory: 579 2022/08/07 00:58:02 - mmengine - INFO - Epoch(val) [8][2860/6282] eta: 0:02:23 time: 0.0419 data_time: 0.0051 memory: 606 2022/08/07 00:58:03 - mmengine - INFO - Epoch(val) [8][2880/6282] eta: 0:02:24 time: 0.0425 data_time: 0.0054 memory: 606 2022/08/07 00:58:04 - mmengine - INFO - Epoch(val) [8][2900/6282] eta: 0:02:47 time: 0.0496 data_time: 0.0080 memory: 606 2022/08/07 00:58:04 - mmengine - INFO - Epoch(val) [8][2920/6282] eta: 0:02:23 time: 0.0426 data_time: 0.0045 memory: 606 2022/08/07 00:58:05 - mmengine - INFO - Epoch(val) [8][2940/6282] eta: 0:02:05 time: 0.0375 data_time: 0.0037 memory: 591 2022/08/07 00:58:06 - mmengine - INFO - Epoch(val) [8][2960/6282] eta: 0:02:19 time: 0.0421 data_time: 0.0054 memory: 591 2022/08/07 00:58:07 - mmengine - INFO - Epoch(val) [8][2980/6282] eta: 0:02:09 time: 0.0392 data_time: 0.0054 memory: 591 2022/08/07 00:58:08 - mmengine - INFO - Epoch(val) [8][3000/6282] eta: 0:02:12 time: 0.0403 data_time: 0.0041 memory: 591 2022/08/07 00:58:09 - mmengine - INFO - Epoch(val) [8][3020/6282] eta: 0:02:31 time: 0.0464 data_time: 0.0057 memory: 606 2022/08/07 00:58:09 - mmengine - INFO - Epoch(val) [8][3040/6282] eta: 0:02:19 time: 0.0430 data_time: 0.0031 memory: 606 2022/08/07 00:58:10 - mmengine - INFO - Epoch(val) [8][3060/6282] eta: 0:02:14 time: 0.0416 data_time: 0.0040 memory: 606 2022/08/07 00:58:11 - mmengine - INFO - Epoch(val) [8][3080/6282] eta: 0:02:22 time: 0.0444 data_time: 0.0050 memory: 606 2022/08/07 00:58:12 - mmengine - INFO - Epoch(val) [8][3100/6282] eta: 0:02:09 time: 0.0408 data_time: 0.0045 memory: 606 2022/08/07 00:58:14 - mmengine - INFO - Epoch(val) [8][3120/6282] eta: 0:04:06 time: 0.0778 data_time: 0.0030 memory: 579 2022/08/07 00:58:14 - mmengine - INFO - Epoch(val) [8][3140/6282] eta: 0:02:04 time: 0.0396 data_time: 0.0036 memory: 579 2022/08/07 00:58:15 - mmengine - INFO - Epoch(val) [8][3160/6282] eta: 0:02:03 time: 0.0395 data_time: 0.0049 memory: 579 2022/08/07 00:58:16 - mmengine - INFO - Epoch(val) [8][3180/6282] eta: 0:02:01 time: 0.0390 data_time: 0.0051 memory: 579 2022/08/07 00:58:17 - mmengine - INFO - Epoch(val) [8][3200/6282] eta: 0:01:58 time: 0.0385 data_time: 0.0050 memory: 606 2022/08/07 00:58:18 - mmengine - INFO - Epoch(val) [8][3220/6282] eta: 0:02:08 time: 0.0418 data_time: 0.0047 memory: 606 2022/08/07 00:58:18 - mmengine - INFO - Epoch(val) [8][3240/6282] eta: 0:02:01 time: 0.0398 data_time: 0.0032 memory: 606 2022/08/07 00:58:19 - mmengine - INFO - Epoch(val) [8][3260/6282] eta: 0:02:05 time: 0.0416 data_time: 0.0035 memory: 606 2022/08/07 00:58:20 - mmengine - INFO - Epoch(val) [8][3280/6282] eta: 0:02:13 time: 0.0443 data_time: 0.0045 memory: 606 2022/08/07 00:58:21 - mmengine - INFO - Epoch(val) [8][3300/6282] eta: 0:02:04 time: 0.0419 data_time: 0.0047 memory: 606 2022/08/07 00:58:22 - mmengine - INFO - Epoch(val) [8][3320/6282] eta: 0:02:06 time: 0.0426 data_time: 0.0038 memory: 606 2022/08/07 00:58:23 - mmengine - INFO - Epoch(val) [8][3340/6282] eta: 0:02:04 time: 0.0424 data_time: 0.0050 memory: 606 2022/08/07 00:58:24 - mmengine - INFO - Epoch(val) [8][3360/6282] eta: 0:02:03 time: 0.0423 data_time: 0.0040 memory: 606 2022/08/07 00:58:24 - mmengine - INFO - Epoch(val) [8][3380/6282] eta: 0:01:59 time: 0.0412 data_time: 0.0036 memory: 606 2022/08/07 00:58:25 - mmengine - INFO - Epoch(val) [8][3400/6282] eta: 0:01:51 time: 0.0386 data_time: 0.0033 memory: 577 2022/08/07 00:58:26 - mmengine - INFO - Epoch(val) [8][3420/6282] eta: 0:01:58 time: 0.0413 data_time: 0.0057 memory: 577 2022/08/07 00:58:27 - mmengine - INFO - Epoch(val) [8][3440/6282] eta: 0:01:51 time: 0.0393 data_time: 0.0031 memory: 577 2022/08/07 00:58:28 - mmengine - INFO - Epoch(val) [8][3460/6282] eta: 0:01:57 time: 0.0415 data_time: 0.0033 memory: 577 2022/08/07 00:58:29 - mmengine - INFO - Epoch(val) [8][3480/6282] eta: 0:01:56 time: 0.0415 data_time: 0.0049 memory: 577 2022/08/07 00:58:29 - mmengine - INFO - Epoch(val) [8][3500/6282] eta: 0:01:50 time: 0.0398 data_time: 0.0033 memory: 577 2022/08/07 00:58:30 - mmengine - INFO - Epoch(val) [8][3520/6282] eta: 0:01:48 time: 0.0394 data_time: 0.0034 memory: 577 2022/08/07 00:58:31 - mmengine - INFO - Epoch(val) [8][3540/6282] eta: 0:01:47 time: 0.0394 data_time: 0.0043 memory: 577 2022/08/07 00:58:32 - mmengine - INFO - Epoch(val) [8][3560/6282] eta: 0:02:01 time: 0.0446 data_time: 0.0046 memory: 577 2022/08/07 00:58:33 - mmengine - INFO - Epoch(val) [8][3580/6282] eta: 0:03:06 time: 0.0690 data_time: 0.0044 memory: 598 2022/08/07 00:58:34 - mmengine - INFO - Epoch(val) [8][3600/6282] eta: 0:01:53 time: 0.0421 data_time: 0.0055 memory: 598 2022/08/07 00:58:35 - mmengine - INFO - Epoch(val) [8][3620/6282] eta: 0:01:47 time: 0.0402 data_time: 0.0048 memory: 598 2022/08/07 00:58:36 - mmengine - INFO - Epoch(val) [8][3640/6282] eta: 0:01:51 time: 0.0424 data_time: 0.0051 memory: 598 2022/08/07 00:58:37 - mmengine - INFO - Epoch(val) [8][3660/6282] eta: 0:01:48 time: 0.0415 data_time: 0.0041 memory: 598 2022/08/07 00:58:37 - mmengine - INFO - Epoch(val) [8][3680/6282] eta: 0:01:49 time: 0.0422 data_time: 0.0052 memory: 606 2022/08/07 00:58:38 - mmengine - INFO - Epoch(val) [8][3700/6282] eta: 0:01:53 time: 0.0438 data_time: 0.0045 memory: 606 2022/08/07 00:58:39 - mmengine - INFO - Epoch(val) [8][3720/6282] eta: 0:01:58 time: 0.0464 data_time: 0.0059 memory: 606 2022/08/07 00:58:40 - mmengine - INFO - Epoch(val) [8][3740/6282] eta: 0:01:47 time: 0.0424 data_time: 0.0062 memory: 606 2022/08/07 00:58:41 - mmengine - INFO - Epoch(val) [8][3760/6282] eta: 0:01:49 time: 0.0433 data_time: 0.0049 memory: 606 2022/08/07 00:58:42 - mmengine - INFO - Epoch(val) [8][3780/6282] eta: 0:01:47 time: 0.0429 data_time: 0.0053 memory: 606 2022/08/07 00:58:43 - mmengine - INFO - Epoch(val) [8][3800/6282] eta: 0:02:00 time: 0.0487 data_time: 0.0035 memory: 606 2022/08/07 00:58:44 - mmengine - INFO - Epoch(val) [8][3820/6282] eta: 0:01:41 time: 0.0412 data_time: 0.0051 memory: 606 2022/08/07 00:58:45 - mmengine - INFO - Epoch(val) [8][3840/6282] eta: 0:01:45 time: 0.0433 data_time: 0.0035 memory: 606 2022/08/07 00:58:45 - mmengine - INFO - Epoch(val) [8][3860/6282] eta: 0:01:33 time: 0.0385 data_time: 0.0043 memory: 606 2022/08/07 00:58:46 - mmengine - INFO - Epoch(val) [8][3880/6282] eta: 0:01:32 time: 0.0384 data_time: 0.0034 memory: 606 2022/08/07 00:58:47 - mmengine - INFO - Epoch(val) [8][3900/6282] eta: 0:01:42 time: 0.0431 data_time: 0.0038 memory: 606 2022/08/07 00:58:48 - mmengine - INFO - Epoch(val) [8][3920/6282] eta: 0:01:31 time: 0.0389 data_time: 0.0043 memory: 606 2022/08/07 00:58:49 - mmengine - INFO - Epoch(val) [8][3940/6282] eta: 0:01:41 time: 0.0433 data_time: 0.0047 memory: 606 2022/08/07 00:58:49 - mmengine - INFO - Epoch(val) [8][3960/6282] eta: 0:01:33 time: 0.0404 data_time: 0.0040 memory: 606 2022/08/07 00:58:50 - mmengine - INFO - Epoch(val) [8][3980/6282] eta: 0:01:30 time: 0.0394 data_time: 0.0037 memory: 606 2022/08/07 00:58:51 - mmengine - INFO - Epoch(val) [8][4000/6282] eta: 0:01:30 time: 0.0395 data_time: 0.0058 memory: 606 2022/08/07 00:58:52 - mmengine - INFO - Epoch(val) [8][4020/6282] eta: 0:01:35 time: 0.0421 data_time: 0.0039 memory: 606 2022/08/07 00:58:53 - mmengine - INFO - Epoch(val) [8][4040/6282] eta: 0:02:30 time: 0.0671 data_time: 0.0045 memory: 646 2022/08/07 00:58:54 - mmengine - INFO - Epoch(val) [8][4060/6282] eta: 0:01:54 time: 0.0515 data_time: 0.0115 memory: 646 2022/08/07 00:58:55 - mmengine - INFO - Epoch(val) [8][4080/6282] eta: 0:01:37 time: 0.0443 data_time: 0.0055 memory: 646 2022/08/07 00:58:56 - mmengine - INFO - Epoch(val) [8][4100/6282] eta: 0:01:41 time: 0.0467 data_time: 0.0050 memory: 646 2022/08/07 00:58:57 - mmengine - INFO - Epoch(val) [8][4120/6282] eta: 0:01:33 time: 0.0434 data_time: 0.0036 memory: 646 2022/08/07 00:58:58 - mmengine - INFO - Epoch(val) [8][4140/6282] eta: 0:01:30 time: 0.0422 data_time: 0.0040 memory: 646 2022/08/07 00:58:59 - mmengine - INFO - Epoch(val) [8][4160/6282] eta: 0:01:20 time: 0.0380 data_time: 0.0033 memory: 577 2022/08/07 00:58:59 - mmengine - INFO - Epoch(val) [8][4180/6282] eta: 0:01:20 time: 0.0381 data_time: 0.0033 memory: 577 2022/08/07 00:59:00 - mmengine - INFO - Epoch(val) [8][4200/6282] eta: 0:01:20 time: 0.0386 data_time: 0.0047 memory: 577 2022/08/07 00:59:01 - mmengine - INFO - Epoch(val) [8][4220/6282] eta: 0:01:16 time: 0.0372 data_time: 0.0045 memory: 577 2022/08/07 00:59:02 - mmengine - INFO - Epoch(val) [8][4240/6282] eta: 0:01:24 time: 0.0413 data_time: 0.0034 memory: 577 2022/08/07 00:59:02 - mmengine - INFO - Epoch(val) [8][4260/6282] eta: 0:01:15 time: 0.0375 data_time: 0.0039 memory: 576 2022/08/07 00:59:03 - mmengine - INFO - Epoch(val) [8][4280/6282] eta: 0:01:23 time: 0.0417 data_time: 0.0053 memory: 576 2022/08/07 00:59:04 - mmengine - INFO - Epoch(val) [8][4300/6282] eta: 0:01:21 time: 0.0410 data_time: 0.0040 memory: 576 2022/08/07 00:59:05 - mmengine - INFO - Epoch(val) [8][4320/6282] eta: 0:01:14 time: 0.0378 data_time: 0.0035 memory: 576 2022/08/07 00:59:06 - mmengine - INFO - Epoch(val) [8][4340/6282] eta: 0:01:14 time: 0.0385 data_time: 0.0058 memory: 576 2022/08/07 00:59:07 - mmengine - INFO - Epoch(val) [8][4360/6282] eta: 0:01:18 time: 0.0410 data_time: 0.0047 memory: 606 2022/08/07 00:59:07 - mmengine - INFO - Epoch(val) [8][4380/6282] eta: 0:01:17 time: 0.0405 data_time: 0.0044 memory: 606 2022/08/07 00:59:08 - mmengine - INFO - Epoch(val) [8][4400/6282] eta: 0:01:17 time: 0.0410 data_time: 0.0053 memory: 606 2022/08/07 00:59:09 - mmengine - INFO - Epoch(val) [8][4420/6282] eta: 0:01:16 time: 0.0408 data_time: 0.0048 memory: 606 2022/08/07 00:59:10 - mmengine - INFO - Epoch(val) [8][4440/6282] eta: 0:01:18 time: 0.0428 data_time: 0.0048 memory: 610 2022/08/07 00:59:11 - mmengine - INFO - Epoch(val) [8][4460/6282] eta: 0:01:20 time: 0.0442 data_time: 0.0064 memory: 610 2022/08/07 00:59:12 - mmengine - INFO - Epoch(val) [8][4480/6282] eta: 0:01:16 time: 0.0423 data_time: 0.0042 memory: 610 2022/08/07 00:59:12 - mmengine - INFO - Epoch(val) [8][4500/6282] eta: 0:01:14 time: 0.0420 data_time: 0.0061 memory: 610 2022/08/07 00:59:14 - mmengine - INFO - Epoch(val) [8][4520/6282] eta: 0:01:53 time: 0.0645 data_time: 0.0064 memory: 610 2022/08/07 00:59:15 - mmengine - INFO - Epoch(val) [8][4540/6282] eta: 0:01:05 time: 0.0376 data_time: 0.0041 memory: 579 2022/08/07 00:59:15 - mmengine - INFO - Epoch(val) [8][4560/6282] eta: 0:01:06 time: 0.0388 data_time: 0.0057 memory: 579 2022/08/07 00:59:16 - mmengine - INFO - Epoch(val) [8][4580/6282] eta: 0:01:05 time: 0.0386 data_time: 0.0049 memory: 579 2022/08/07 00:59:17 - mmengine - INFO - Epoch(val) [8][4600/6282] eta: 0:01:10 time: 0.0421 data_time: 0.0046 memory: 579 2022/08/07 00:59:18 - mmengine - INFO - Epoch(val) [8][4620/6282] eta: 0:01:09 time: 0.0420 data_time: 0.0054 memory: 579 2022/08/07 00:59:19 - mmengine - INFO - Epoch(val) [8][4640/6282] eta: 0:01:04 time: 0.0390 data_time: 0.0044 memory: 610 2022/08/07 00:59:19 - mmengine - INFO - Epoch(val) [8][4660/6282] eta: 0:01:05 time: 0.0402 data_time: 0.0040 memory: 610 2022/08/07 00:59:20 - mmengine - INFO - Epoch(val) [8][4680/6282] eta: 0:01:05 time: 0.0410 data_time: 0.0048 memory: 610 2022/08/07 00:59:21 - mmengine - INFO - Epoch(val) [8][4700/6282] eta: 0:01:10 time: 0.0444 data_time: 0.0068 memory: 610 2022/08/07 00:59:22 - mmengine - INFO - Epoch(val) [8][4720/6282] eta: 0:01:04 time: 0.0412 data_time: 0.0048 memory: 610 2022/08/07 00:59:23 - mmengine - INFO - Epoch(val) [8][4740/6282] eta: 0:01:03 time: 0.0410 data_time: 0.0050 memory: 590 2022/08/07 00:59:24 - mmengine - INFO - Epoch(val) [8][4760/6282] eta: 0:00:58 time: 0.0382 data_time: 0.0045 memory: 590 2022/08/07 00:59:24 - mmengine - INFO - Epoch(val) [8][4780/6282] eta: 0:00:59 time: 0.0395 data_time: 0.0042 memory: 590 2022/08/07 00:59:25 - mmengine - INFO - Epoch(val) [8][4800/6282] eta: 0:00:52 time: 0.0352 data_time: 0.0041 memory: 590 2022/08/07 00:59:26 - mmengine - INFO - Epoch(val) [8][4820/6282] eta: 0:01:01 time: 0.0418 data_time: 0.0045 memory: 606 2022/08/07 00:59:27 - mmengine - INFO - Epoch(val) [8][4840/6282] eta: 0:00:56 time: 0.0394 data_time: 0.0039 memory: 606 2022/08/07 00:59:28 - mmengine - INFO - Epoch(val) [8][4860/6282] eta: 0:00:57 time: 0.0406 data_time: 0.0037 memory: 606 2022/08/07 00:59:28 - mmengine - INFO - Epoch(val) [8][4880/6282] eta: 0:00:57 time: 0.0413 data_time: 0.0036 memory: 606 2022/08/07 00:59:29 - mmengine - INFO - Epoch(val) [8][4900/6282] eta: 0:00:55 time: 0.0400 data_time: 0.0037 memory: 606 2022/08/07 00:59:30 - mmengine - INFO - Epoch(val) [8][4920/6282] eta: 0:00:54 time: 0.0401 data_time: 0.0052 memory: 608 2022/08/07 00:59:31 - mmengine - INFO - Epoch(val) [8][4940/6282] eta: 0:00:55 time: 0.0416 data_time: 0.0044 memory: 608 2022/08/07 00:59:32 - mmengine - INFO - Epoch(val) [8][4960/6282] eta: 0:00:54 time: 0.0416 data_time: 0.0032 memory: 608 2022/08/07 00:59:32 - mmengine - INFO - Epoch(val) [8][4980/6282] eta: 0:00:51 time: 0.0394 data_time: 0.0047 memory: 608 2022/08/07 00:59:34 - mmengine - INFO - Epoch(val) [8][5000/6282] eta: 0:01:28 time: 0.0694 data_time: 0.0054 memory: 608 2022/08/07 00:59:35 - mmengine - INFO - Epoch(val) [8][5020/6282] eta: 0:00:52 time: 0.0418 data_time: 0.0053 memory: 608 2022/08/07 00:59:36 - mmengine - INFO - Epoch(val) [8][5040/6282] eta: 0:00:51 time: 0.0413 data_time: 0.0048 memory: 579 2022/08/07 00:59:36 - mmengine - INFO - Epoch(val) [8][5060/6282] eta: 0:00:50 time: 0.0415 data_time: 0.0045 memory: 579 2022/08/07 00:59:37 - mmengine - INFO - Epoch(val) [8][5080/6282] eta: 0:00:51 time: 0.0426 data_time: 0.0046 memory: 579 2022/08/07 00:59:38 - mmengine - INFO - Epoch(val) [8][5100/6282] eta: 0:00:50 time: 0.0427 data_time: 0.0058 memory: 579 2022/08/07 00:59:39 - mmengine - INFO - Epoch(val) [8][5120/6282] eta: 0:00:45 time: 0.0389 data_time: 0.0039 memory: 579 2022/08/07 00:59:40 - mmengine - INFO - Epoch(val) [8][5140/6282] eta: 0:00:45 time: 0.0401 data_time: 0.0039 memory: 577 2022/08/07 00:59:41 - mmengine - INFO - Epoch(val) [8][5160/6282] eta: 0:00:46 time: 0.0419 data_time: 0.0058 memory: 577 2022/08/07 00:59:41 - mmengine - INFO - Epoch(val) [8][5180/6282] eta: 0:00:47 time: 0.0434 data_time: 0.0042 memory: 577 2022/08/07 00:59:42 - mmengine - INFO - Epoch(val) [8][5200/6282] eta: 0:00:46 time: 0.0427 data_time: 0.0048 memory: 577 2022/08/07 00:59:43 - mmengine - INFO - Epoch(val) [8][5220/6282] eta: 0:00:42 time: 0.0402 data_time: 0.0050 memory: 577 2022/08/07 00:59:44 - mmengine - INFO - Epoch(val) [8][5240/6282] eta: 0:00:41 time: 0.0397 data_time: 0.0054 memory: 576 2022/08/07 00:59:45 - mmengine - INFO - Epoch(val) [8][5260/6282] eta: 0:00:43 time: 0.0424 data_time: 0.0047 memory: 576 2022/08/07 00:59:46 - mmengine - INFO - Epoch(val) [8][5280/6282] eta: 0:00:44 time: 0.0447 data_time: 0.0050 memory: 576 2022/08/07 00:59:47 - mmengine - INFO - Epoch(val) [8][5300/6282] eta: 0:00:43 time: 0.0439 data_time: 0.0077 memory: 576 2022/08/07 00:59:47 - mmengine - INFO - Epoch(val) [8][5320/6282] eta: 0:00:38 time: 0.0404 data_time: 0.0050 memory: 577 2022/08/07 00:59:48 - mmengine - INFO - Epoch(val) [8][5340/6282] eta: 0:00:35 time: 0.0375 data_time: 0.0038 memory: 577 2022/08/07 00:59:49 - mmengine - INFO - Epoch(val) [8][5360/6282] eta: 0:00:38 time: 0.0414 data_time: 0.0047 memory: 577 2022/08/07 00:59:50 - mmengine - INFO - Epoch(val) [8][5380/6282] eta: 0:00:37 time: 0.0412 data_time: 0.0052 memory: 577 2022/08/07 00:59:51 - mmengine - INFO - Epoch(val) [8][5400/6282] eta: 0:00:37 time: 0.0426 data_time: 0.0029 memory: 577 2022/08/07 00:59:51 - mmengine - INFO - Epoch(val) [8][5420/6282] eta: 0:00:34 time: 0.0400 data_time: 0.0056 memory: 577 2022/08/07 00:59:52 - mmengine - INFO - Epoch(val) [8][5440/6282] eta: 0:00:34 time: 0.0406 data_time: 0.0054 memory: 577 2022/08/07 00:59:54 - mmengine - INFO - Epoch(val) [8][5460/6282] eta: 0:00:54 time: 0.0666 data_time: 0.0036 memory: 577 2022/08/07 00:59:54 - mmengine - INFO - Epoch(val) [8][5480/6282] eta: 0:00:32 time: 0.0400 data_time: 0.0039 memory: 577 2022/08/07 00:59:55 - mmengine - INFO - Epoch(val) [8][5500/6282] eta: 0:00:33 time: 0.0423 data_time: 0.0048 memory: 577 2022/08/07 00:59:56 - mmengine - INFO - Epoch(val) [8][5520/6282] eta: 0:00:32 time: 0.0429 data_time: 0.0035 memory: 588 2022/08/07 00:59:57 - mmengine - INFO - Epoch(val) [8][5540/6282] eta: 0:00:30 time: 0.0405 data_time: 0.0052 memory: 588 2022/08/07 00:59:58 - mmengine - INFO - Epoch(val) [8][5560/6282] eta: 0:00:30 time: 0.0419 data_time: 0.0038 memory: 588 2022/08/07 00:59:59 - mmengine - INFO - Epoch(val) [8][5580/6282] eta: 0:00:28 time: 0.0405 data_time: 0.0038 memory: 588 2022/08/07 01:00:00 - mmengine - INFO - Epoch(val) [8][5600/6282] eta: 0:00:29 time: 0.0435 data_time: 0.0039 memory: 588 2022/08/07 01:00:00 - mmengine - INFO - Epoch(val) [8][5620/6282] eta: 0:00:25 time: 0.0392 data_time: 0.0042 memory: 588 2022/08/07 01:00:01 - mmengine - INFO - Epoch(val) [8][5640/6282] eta: 0:00:26 time: 0.0420 data_time: 0.0031 memory: 577 2022/08/07 01:00:02 - mmengine - INFO - Epoch(val) [8][5660/6282] eta: 0:00:23 time: 0.0376 data_time: 0.0050 memory: 577 2022/08/07 01:00:03 - mmengine - INFO - Epoch(val) [8][5680/6282] eta: 0:00:25 time: 0.0423 data_time: 0.0039 memory: 577 2022/08/07 01:00:04 - mmengine - INFO - Epoch(val) [8][5700/6282] eta: 0:00:21 time: 0.0364 data_time: 0.0045 memory: 577 2022/08/07 01:00:04 - mmengine - INFO - Epoch(val) [8][5720/6282] eta: 0:00:23 time: 0.0410 data_time: 0.0038 memory: 594 2022/08/07 01:00:05 - mmengine - INFO - Epoch(val) [8][5740/6282] eta: 0:00:22 time: 0.0423 data_time: 0.0044 memory: 594 2022/08/07 01:00:06 - mmengine - INFO - Epoch(val) [8][5760/6282] eta: 0:00:21 time: 0.0420 data_time: 0.0051 memory: 594 2022/08/07 01:00:07 - mmengine - INFO - Epoch(val) [8][5780/6282] eta: 0:00:21 time: 0.0429 data_time: 0.0051 memory: 594 2022/08/07 01:00:08 - mmengine - INFO - Epoch(val) [8][5800/6282] eta: 0:00:19 time: 0.0411 data_time: 0.0044 memory: 594 2022/08/07 01:00:09 - mmengine - INFO - Epoch(val) [8][5820/6282] eta: 0:00:20 time: 0.0444 data_time: 0.0037 memory: 594 2022/08/07 01:00:10 - mmengine - INFO - Epoch(val) [8][5840/6282] eta: 0:00:17 time: 0.0387 data_time: 0.0038 memory: 588 2022/08/07 01:00:10 - mmengine - INFO - Epoch(val) [8][5860/6282] eta: 0:00:18 time: 0.0443 data_time: 0.0060 memory: 588 2022/08/07 01:00:11 - mmengine - INFO - Epoch(val) [8][5880/6282] eta: 0:00:15 time: 0.0374 data_time: 0.0035 memory: 588 2022/08/07 01:00:12 - mmengine - INFO - Epoch(val) [8][5900/6282] eta: 0:00:14 time: 0.0383 data_time: 0.0046 memory: 588 2022/08/07 01:00:13 - mmengine - INFO - Epoch(val) [8][5920/6282] eta: 0:00:14 time: 0.0395 data_time: 0.0042 memory: 588 2022/08/07 01:00:14 - mmengine - INFO - Epoch(val) [8][5940/6282] eta: 0:00:22 time: 0.0652 data_time: 0.0045 memory: 577 2022/08/07 01:00:15 - mmengine - INFO - Epoch(val) [8][5960/6282] eta: 0:00:14 time: 0.0448 data_time: 0.0031 memory: 577 2022/08/07 01:00:16 - mmengine - INFO - Epoch(val) [8][5980/6282] eta: 0:00:12 time: 0.0424 data_time: 0.0041 memory: 577 2022/08/07 01:00:17 - mmengine - INFO - Epoch(val) [8][6000/6282] eta: 0:00:11 time: 0.0424 data_time: 0.0050 memory: 606 2022/08/07 01:00:18 - mmengine - INFO - Epoch(val) [8][6020/6282] eta: 0:00:10 time: 0.0417 data_time: 0.0053 memory: 606 2022/08/07 01:00:18 - mmengine - INFO - Epoch(val) [8][6040/6282] eta: 0:00:11 time: 0.0469 data_time: 0.0062 memory: 606 2022/08/07 01:00:19 - mmengine - INFO - Epoch(val) [8][6060/6282] eta: 0:00:09 time: 0.0442 data_time: 0.0038 memory: 606 2022/08/07 01:00:20 - mmengine - INFO - Epoch(val) [8][6080/6282] eta: 0:00:08 time: 0.0444 data_time: 0.0049 memory: 606 2022/08/07 01:00:21 - mmengine - INFO - Epoch(val) [8][6100/6282] eta: 0:00:07 time: 0.0425 data_time: 0.0045 memory: 606 2022/08/07 01:00:22 - mmengine - INFO - Epoch(val) [8][6120/6282] eta: 0:00:06 time: 0.0394 data_time: 0.0033 memory: 606 2022/08/07 01:00:23 - mmengine - INFO - Epoch(val) [8][6140/6282] eta: 0:00:05 time: 0.0399 data_time: 0.0037 memory: 606 2022/08/07 01:00:24 - mmengine - INFO - Epoch(val) [8][6160/6282] eta: 0:00:04 time: 0.0408 data_time: 0.0049 memory: 606 2022/08/07 01:00:24 - mmengine - INFO - Epoch(val) [8][6180/6282] eta: 0:00:03 time: 0.0374 data_time: 0.0042 memory: 606 2022/08/07 01:00:25 - mmengine - INFO - Epoch(val) [8][6200/6282] eta: 0:00:02 time: 0.0254 data_time: 0.0019 memory: 606 2022/08/07 01:00:25 - mmengine - INFO - Epoch(val) [8][6220/6282] eta: 0:00:01 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 01:00:26 - mmengine - INFO - Epoch(val) [8][6240/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 01:00:26 - mmengine - INFO - Epoch(val) [8][6260/6282] eta: 0:00:00 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 01:00:26 - mmengine - INFO - Epoch(val) [8][6280/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 01:04:51 - mmengine - INFO - Epoch(val) [8][6282/6282] mAP/mAP@0.5IOU: 0.2052 2022/08/07 01:04:51 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/ava_slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_7.pth is removed 2022/08/07 01:04:54 - mmengine - INFO - The best checkpoint with 0.2052 mAP/mAP@0.5IOU at 9 epoch is saved to best_mAP/mAP@0.5IOU_epoch_9.pth. 2022/08/07 01:05:02 - mmengine - INFO - Epoch(train) [9][20/1441] lr: 2.0000e-01 eta: 1:54:29 time: 0.3934 data_time: 0.0423 memory: 8503 grad_norm: 0.1027 recall@thr=0.5: 0.6888 prec@thr=0.5: 0.6943 recall@top3: 0.7034 prec@top3: 0.6782 recall@top5: 0.8974 prec@top5: 0.5310 loss_action_cls: 0.0419 loss: 0.0419 2022/08/07 01:05:10 - mmengine - INFO - Epoch(train) [9][40/1441] lr: 2.0000e-01 eta: 1:54:21 time: 0.3865 data_time: 0.0253 memory: 8503 grad_norm: 0.1096 recall@thr=0.5: 0.5048 prec@thr=0.5: 0.7619 recall@top3: 0.6905 prec@top3: 0.5619 recall@top5: 0.8857 prec@top5: 0.4286 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 01:05:18 - mmengine - INFO - Epoch(train) [9][60/1441] lr: 2.0000e-01 eta: 1:54:13 time: 0.3964 data_time: 0.0215 memory: 8503 grad_norm: 0.1119 recall@thr=0.5: 0.5819 prec@thr=0.5: 0.6333 recall@top3: 0.7248 prec@top3: 0.5429 recall@top5: 0.9019 prec@top5: 0.4057 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 01:05:25 - mmengine - INFO - Epoch(train) [9][80/1441] lr: 2.0000e-01 eta: 1:54:04 time: 0.3847 data_time: 0.0304 memory: 8503 grad_norm: 0.1092 recall@thr=0.5: 0.6232 prec@thr=0.5: 0.8366 recall@top3: 0.8242 prec@top3: 0.7582 recall@top5: 0.9572 prec@top5: 0.5294 loss_action_cls: 0.0439 loss: 0.0439 2022/08/07 01:05:33 - mmengine - INFO - Epoch(train) [9][100/1441] lr: 2.0000e-01 eta: 1:53:56 time: 0.3847 data_time: 0.0219 memory: 8503 grad_norm: 0.1095 recall@thr=0.5: 0.6217 prec@thr=0.5: 0.6977 recall@top3: 0.8384 prec@top3: 0.5891 recall@top5: 0.9434 prec@top5: 0.4186 loss_action_cls: 0.0429 loss: 0.0429 2022/08/07 01:05:41 - mmengine - INFO - Epoch(train) [9][120/1441] lr: 2.0000e-01 eta: 1:53:48 time: 0.3972 data_time: 0.0213 memory: 8503 grad_norm: 0.1103 recall@thr=0.5: 0.5589 prec@thr=0.5: 0.7326 recall@top3: 0.8260 prec@top3: 0.6279 recall@top5: 0.9360 prec@top5: 0.4279 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 01:05:49 - mmengine - INFO - Epoch(train) [9][140/1441] lr: 2.0000e-01 eta: 1:53:39 time: 0.3794 data_time: 0.0257 memory: 8503 grad_norm: 0.1147 recall@thr=0.5: 0.5556 prec@thr=0.5: 0.7500 recall@top3: 0.8148 prec@top3: 0.6389 recall@top5: 0.9324 prec@top5: 0.4556 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 01:05:57 - mmengine - INFO - Epoch(train) [9][160/1441] lr: 2.0000e-01 eta: 1:53:31 time: 0.3957 data_time: 0.0211 memory: 8503 grad_norm: 0.1122 recall@thr=0.5: 0.6060 prec@thr=0.5: 0.6333 recall@top3: 0.7740 prec@top3: 0.5467 recall@top5: 0.8667 prec@top5: 0.3880 loss_action_cls: 0.0456 loss: 0.0456 2022/08/07 01:06:05 - mmengine - INFO - Epoch(train) [9][180/1441] lr: 2.0000e-01 eta: 1:53:24 time: 0.4024 data_time: 0.0227 memory: 8503 grad_norm: 0.1078 recall@thr=0.5: 0.7179 prec@thr=0.5: 0.6923 recall@top3: 0.7821 prec@top3: 0.5556 recall@top5: 0.8932 prec@top5: 0.3846 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 01:06:12 - mmengine - INFO - Epoch(train) [9][200/1441] lr: 2.0000e-01 eta: 1:53:15 time: 0.3801 data_time: 0.0227 memory: 8503 grad_norm: 0.1105 recall@thr=0.5: 0.7885 prec@thr=0.5: 0.7671 recall@top3: 0.8568 prec@top3: 0.6838 recall@top5: 0.9530 prec@top5: 0.4667 loss_action_cls: 0.0451 loss: 0.0451 2022/08/07 01:06:20 - mmengine - INFO - Epoch(train) [9][220/1441] lr: 2.0000e-01 eta: 1:53:07 time: 0.3779 data_time: 0.0256 memory: 8503 grad_norm: 0.1117 recall@thr=0.5: 0.6990 prec@thr=0.5: 0.8418 recall@top3: 0.8095 prec@top3: 0.7483 recall@top5: 0.9660 prec@top5: 0.5469 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 01:06:28 - mmengine - INFO - Epoch(train) [9][240/1441] lr: 2.0000e-01 eta: 1:52:59 time: 0.3947 data_time: 0.0224 memory: 8503 grad_norm: 0.1126 recall@thr=0.5: 0.7006 prec@thr=0.5: 0.7443 recall@top3: 0.8468 prec@top3: 0.6724 recall@top5: 0.9511 prec@top5: 0.4759 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 01:06:35 - mmengine - INFO - Epoch(train) [9][260/1441] lr: 2.0000e-01 eta: 1:52:50 time: 0.3812 data_time: 0.0209 memory: 8503 grad_norm: 0.1078 recall@thr=0.5: 0.5770 prec@thr=0.5: 0.7076 recall@top3: 0.6557 prec@top3: 0.6284 recall@top5: 0.9019 prec@top5: 0.5016 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 01:06:43 - mmengine - INFO - Epoch(train) [9][280/1441] lr: 2.0000e-01 eta: 1:52:41 time: 0.3675 data_time: 0.0204 memory: 8503 grad_norm: 0.1058 recall@thr=0.5: 0.7228 prec@thr=0.5: 0.7710 recall@top3: 0.8207 prec@top3: 0.7029 recall@top5: 0.9275 prec@top5: 0.4739 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 01:06:51 - mmengine - INFO - Epoch(train) [9][300/1441] lr: 2.0000e-01 eta: 1:52:33 time: 0.3958 data_time: 0.0199 memory: 8503 grad_norm: 0.1146 recall@thr=0.5: 0.8066 prec@thr=0.5: 0.8318 recall@top3: 0.8821 prec@top3: 0.6415 recall@top5: 0.9654 prec@top5: 0.4377 loss_action_cls: 0.0438 loss: 0.0438 2022/08/07 01:06:58 - mmengine - INFO - Epoch(train) [9][320/1441] lr: 2.0000e-01 eta: 1:52:25 time: 0.3692 data_time: 0.0217 memory: 8503 grad_norm: 0.1119 recall@thr=0.5: 0.7137 prec@thr=0.5: 0.6756 recall@top3: 0.7500 prec@top3: 0.5128 recall@top5: 0.9231 prec@top5: 0.3744 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 01:07:06 - mmengine - INFO - Epoch(train) [9][340/1441] lr: 2.0000e-01 eta: 1:52:17 time: 0.4049 data_time: 0.0233 memory: 8503 grad_norm: 0.1138 recall@thr=0.5: 0.6105 prec@thr=0.5: 0.7246 recall@top3: 0.7101 prec@top3: 0.6377 recall@top5: 0.9022 prec@top5: 0.5043 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 01:07:13 - mmengine - INFO - Epoch(train) [9][360/1441] lr: 2.0000e-01 eta: 1:52:08 time: 0.3637 data_time: 0.0197 memory: 8503 grad_norm: 0.1122 recall@thr=0.5: 0.8264 prec@thr=0.5: 0.8019 recall@top3: 0.8889 prec@top3: 0.6944 recall@top5: 0.9722 prec@top5: 0.4667 loss_action_cls: 0.0427 loss: 0.0427 2022/08/07 01:07:21 - mmengine - INFO - Epoch(train) [9][380/1441] lr: 2.0000e-01 eta: 1:51:59 time: 0.3766 data_time: 0.0203 memory: 8503 grad_norm: 0.1133 recall@thr=0.5: 0.7963 prec@thr=0.5: 0.7874 recall@top3: 0.8481 prec@top3: 0.6444 recall@top5: 1.0000 prec@top5: 0.4667 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 01:07:29 - mmengine - INFO - Epoch(train) [9][400/1441] lr: 2.0000e-01 eta: 1:51:51 time: 0.3997 data_time: 0.0236 memory: 8503 grad_norm: 0.1116 recall@thr=0.5: 0.6681 prec@thr=0.5: 0.8083 recall@top3: 0.8014 prec@top3: 0.6611 recall@top5: 0.9458 prec@top5: 0.4767 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 01:07:36 - mmengine - INFO - Epoch(train) [9][420/1441] lr: 2.0000e-01 eta: 1:51:43 time: 0.3717 data_time: 0.0222 memory: 8503 grad_norm: 0.1066 recall@thr=0.5: 0.6695 prec@thr=0.5: 0.8208 recall@top3: 0.7758 prec@top3: 0.6667 recall@top5: 0.9217 prec@top5: 0.4792 loss_action_cls: 0.0449 loss: 0.0449 2022/08/07 01:07:44 - mmengine - INFO - Epoch(train) [9][440/1441] lr: 2.0000e-01 eta: 1:51:34 time: 0.3713 data_time: 0.0228 memory: 8503 grad_norm: 0.1070 recall@thr=0.5: 0.6337 prec@thr=0.5: 0.7228 recall@top3: 0.7881 prec@top3: 0.6026 recall@top5: 0.9138 prec@top5: 0.4308 loss_action_cls: 0.0451 loss: 0.0451 2022/08/07 01:07:52 - mmengine - INFO - Epoch(train) [9][460/1441] lr: 2.0000e-01 eta: 1:51:27 time: 0.4302 data_time: 0.0204 memory: 8503 grad_norm: 0.1073 recall@thr=0.5: 0.6933 prec@thr=0.5: 0.6773 recall@top3: 0.7145 prec@top3: 0.6099 recall@top5: 0.8475 prec@top5: 0.4426 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 01:07:57 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 01:08:00 - mmengine - INFO - Epoch(train) [9][480/1441] lr: 2.0000e-01 eta: 1:51:19 time: 0.3818 data_time: 0.0271 memory: 8503 grad_norm: 0.1044 recall@thr=0.5: 0.7446 prec@thr=0.5: 0.7946 recall@top3: 0.8688 prec@top3: 0.6607 recall@top5: 0.9622 prec@top5: 0.4500 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 01:08:08 - mmengine - INFO - Epoch(train) [9][500/1441] lr: 2.0000e-01 eta: 1:51:11 time: 0.4062 data_time: 0.0276 memory: 8503 grad_norm: 0.1047 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.8585 recall@top3: 0.8593 prec@top3: 0.7333 recall@top5: 0.9481 prec@top5: 0.4933 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 01:08:16 - mmengine - INFO - Epoch(train) [9][520/1441] lr: 2.0000e-01 eta: 1:51:02 time: 0.3730 data_time: 0.0278 memory: 8503 grad_norm: 0.1102 recall@thr=0.5: 0.7636 prec@thr=0.5: 0.8217 recall@top3: 0.8760 prec@top3: 0.6512 recall@top5: 0.9690 prec@top5: 0.4419 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 01:08:23 - mmengine - INFO - Epoch(train) [9][540/1441] lr: 2.0000e-01 eta: 1:50:54 time: 0.3776 data_time: 0.0222 memory: 8503 grad_norm: 0.1099 recall@thr=0.5: 0.6085 prec@thr=0.5: 0.6279 recall@top3: 0.7829 prec@top3: 0.6434 recall@top5: 0.8411 prec@top5: 0.4186 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 01:08:31 - mmengine - INFO - Epoch(train) [9][560/1441] lr: 2.0000e-01 eta: 1:50:46 time: 0.4050 data_time: 0.0217 memory: 8503 grad_norm: 0.1146 recall@thr=0.5: 0.7021 prec@thr=0.5: 0.8362 recall@top3: 0.8493 prec@top3: 0.7376 recall@top5: 0.9521 prec@top5: 0.5021 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 01:08:39 - mmengine - INFO - Epoch(train) [9][580/1441] lr: 2.0000e-01 eta: 1:50:38 time: 0.3732 data_time: 0.0198 memory: 8503 grad_norm: 0.1145 recall@thr=0.5: 0.7535 prec@thr=0.5: 0.7847 recall@top3: 0.8681 prec@top3: 0.6181 recall@top5: 1.0000 prec@top5: 0.4417 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 01:08:46 - mmengine - INFO - Epoch(train) [9][600/1441] lr: 2.0000e-01 eta: 1:50:29 time: 0.3910 data_time: 0.0184 memory: 8503 grad_norm: 0.1070 recall@thr=0.5: 0.6757 prec@thr=0.5: 0.7485 recall@top3: 0.7430 prec@top3: 0.6023 recall@top5: 0.8927 prec@top5: 0.4526 loss_action_cls: 0.0449 loss: 0.0449 2022/08/07 01:08:54 - mmengine - INFO - Epoch(train) [9][620/1441] lr: 2.0000e-01 eta: 1:50:21 time: 0.3692 data_time: 0.0201 memory: 8503 grad_norm: 0.1103 recall@thr=0.5: 0.7678 prec@thr=0.5: 0.7994 recall@top3: 0.8130 prec@top3: 0.6610 recall@top5: 0.9593 prec@top5: 0.4847 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 01:09:01 - mmengine - INFO - Epoch(train) [9][640/1441] lr: 2.0000e-01 eta: 1:50:12 time: 0.3639 data_time: 0.0180 memory: 8503 grad_norm: 0.1120 recall@thr=0.5: 0.6413 prec@thr=0.5: 0.7699 recall@top3: 0.7138 prec@top3: 0.6014 recall@top5: 0.8877 prec@top5: 0.4609 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 01:09:09 - mmengine - INFO - Epoch(train) [9][660/1441] lr: 2.0000e-01 eta: 1:50:04 time: 0.4125 data_time: 0.0196 memory: 8503 grad_norm: 0.1106 recall@thr=0.5: 0.6004 prec@thr=0.5: 0.7417 recall@top3: 0.6800 prec@top3: 0.5167 recall@top5: 0.8542 prec@top5: 0.4100 loss_action_cls: 0.0444 loss: 0.0444 2022/08/07 01:09:17 - mmengine - INFO - Epoch(train) [9][680/1441] lr: 2.0000e-01 eta: 1:49:56 time: 0.3657 data_time: 0.0187 memory: 8503 grad_norm: 0.1097 recall@thr=0.5: 0.7532 prec@thr=0.5: 0.8397 recall@top3: 0.8269 prec@top3: 0.7308 recall@top5: 0.9551 prec@top5: 0.5077 loss_action_cls: 0.0462 loss: 0.0462 2022/08/07 01:09:25 - mmengine - INFO - Epoch(train) [9][700/1441] lr: 2.0000e-01 eta: 1:49:48 time: 0.4089 data_time: 0.0190 memory: 8503 grad_norm: 0.1075 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.7593 recall@top3: 0.8386 prec@top3: 0.5802 recall@top5: 0.9259 prec@top5: 0.4037 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 01:09:32 - mmengine - INFO - Epoch(train) [9][720/1441] lr: 2.0000e-01 eta: 1:49:39 time: 0.3627 data_time: 0.0186 memory: 8503 grad_norm: 0.1093 recall@thr=0.5: 0.7324 prec@thr=0.5: 0.7885 recall@top3: 0.8221 prec@top3: 0.6795 recall@top5: 0.9327 prec@top5: 0.4692 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 01:09:40 - mmengine - INFO - Epoch(train) [9][740/1441] lr: 2.0000e-01 eta: 1:49:30 time: 0.3716 data_time: 0.0197 memory: 8503 grad_norm: 0.1050 recall@thr=0.5: 0.5864 prec@thr=0.5: 0.6769 recall@top3: 0.7374 prec@top3: 0.6054 recall@top5: 0.8684 prec@top5: 0.4367 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 01:09:47 - mmengine - INFO - Epoch(train) [9][760/1441] lr: 2.0000e-01 eta: 1:49:22 time: 0.3810 data_time: 0.0179 memory: 8503 grad_norm: 0.1089 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.7979 recall@top3: 0.8576 prec@top3: 0.7083 recall@top5: 0.9688 prec@top5: 0.4875 loss_action_cls: 0.0424 loss: 0.0424 2022/08/07 01:09:55 - mmengine - INFO - Epoch(train) [9][780/1441] lr: 2.0000e-01 eta: 1:49:13 time: 0.3701 data_time: 0.0211 memory: 8503 grad_norm: 0.1098 recall@thr=0.5: 0.6503 prec@thr=0.5: 0.6765 recall@top3: 0.7353 prec@top3: 0.6209 recall@top5: 0.9660 prec@top5: 0.4980 loss_action_cls: 0.0461 loss: 0.0461 2022/08/07 01:10:02 - mmengine - INFO - Epoch(train) [9][800/1441] lr: 2.0000e-01 eta: 1:49:05 time: 0.3746 data_time: 0.0229 memory: 8503 grad_norm: 0.1087 recall@thr=0.5: 0.7252 prec@thr=0.5: 0.7568 recall@top3: 0.8288 prec@top3: 0.6486 recall@top5: 0.9595 prec@top5: 0.4649 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 01:10:10 - mmengine - INFO - Epoch(train) [9][820/1441] lr: 2.0000e-01 eta: 1:48:56 time: 0.3761 data_time: 0.0209 memory: 8503 grad_norm: 0.1098 recall@thr=0.5: 0.6037 prec@thr=0.5: 0.7175 recall@top3: 0.6931 prec@top3: 0.5610 recall@top5: 0.8659 prec@top5: 0.4195 loss_action_cls: 0.0444 loss: 0.0444 2022/08/07 01:10:17 - mmengine - INFO - Epoch(train) [9][840/1441] lr: 2.0000e-01 eta: 1:48:48 time: 0.3952 data_time: 0.0174 memory: 8503 grad_norm: 0.1101 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6083 recall@top3: 0.6917 prec@top3: 0.5417 recall@top5: 0.8646 prec@top5: 0.4200 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 01:10:25 - mmengine - INFO - Epoch(train) [9][860/1441] lr: 2.0000e-01 eta: 1:48:40 time: 0.3916 data_time: 0.0281 memory: 8503 grad_norm: 0.1092 recall@thr=0.5: 0.7976 prec@thr=0.5: 0.7721 recall@top3: 0.8452 prec@top3: 0.6599 recall@top5: 0.9932 prec@top5: 0.4776 loss_action_cls: 0.0454 loss: 0.0454 2022/08/07 01:10:33 - mmengine - INFO - Epoch(train) [9][880/1441] lr: 2.0000e-01 eta: 1:48:32 time: 0.3661 data_time: 0.0192 memory: 8503 grad_norm: 0.1101 recall@thr=0.5: 0.4925 prec@thr=0.5: 0.6088 recall@top3: 0.6571 prec@top3: 0.5306 recall@top5: 0.7789 prec@top5: 0.3878 loss_action_cls: 0.0462 loss: 0.0462 2022/08/07 01:10:40 - mmengine - INFO - Epoch(train) [9][900/1441] lr: 2.0000e-01 eta: 1:48:23 time: 0.3786 data_time: 0.0192 memory: 8503 grad_norm: 0.1147 recall@thr=0.5: 0.6336 prec@thr=0.5: 0.7721 recall@top3: 0.7378 prec@top3: 0.7240 recall@top5: 0.9182 prec@top5: 0.5687 loss_action_cls: 0.0450 loss: 0.0450 2022/08/07 01:10:48 - mmengine - INFO - Epoch(train) [9][920/1441] lr: 2.0000e-01 eta: 1:48:16 time: 0.4065 data_time: 0.0224 memory: 8503 grad_norm: 0.1074 recall@thr=0.5: 0.7450 prec@thr=0.5: 0.7625 recall@top3: 0.8033 prec@top3: 0.5667 recall@top5: 0.9500 prec@top5: 0.4250 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 01:10:56 - mmengine - INFO - Epoch(train) [9][940/1441] lr: 2.0000e-01 eta: 1:48:07 time: 0.3816 data_time: 0.0194 memory: 8503 grad_norm: 0.1145 recall@thr=0.5: 0.6484 prec@thr=0.5: 0.7256 recall@top3: 0.8191 prec@top3: 0.6098 recall@top5: 0.9492 prec@top5: 0.4341 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 01:11:03 - mmengine - INFO - Epoch(train) [9][960/1441] lr: 2.0000e-01 eta: 1:47:58 time: 0.3671 data_time: 0.0194 memory: 8503 grad_norm: 0.1124 recall@thr=0.5: 0.7145 prec@thr=0.5: 0.8369 recall@top3: 0.7819 prec@top3: 0.7234 recall@top5: 0.9309 prec@top5: 0.5319 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 01:11:11 - mmengine - INFO - Epoch(train) [9][980/1441] lr: 2.0000e-01 eta: 1:47:51 time: 0.3999 data_time: 0.0187 memory: 8503 grad_norm: 0.1092 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.7741 recall@top3: 0.7926 prec@top3: 0.6889 recall@top5: 0.9426 prec@top5: 0.5067 loss_action_cls: 0.0446 loss: 0.0446 2022/08/07 01:11:19 - mmengine - INFO - Epoch(train) [9][1000/1441] lr: 2.0000e-01 eta: 1:47:42 time: 0.3729 data_time: 0.0196 memory: 8503 grad_norm: 0.1090 recall@thr=0.5: 0.6864 prec@thr=0.5: 0.7514 recall@top3: 0.7768 prec@top3: 0.5763 recall@top5: 0.8856 prec@top5: 0.4068 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 01:11:27 - mmengine - INFO - Epoch(train) [9][1020/1441] lr: 2.0000e-01 eta: 1:47:34 time: 0.4026 data_time: 0.0207 memory: 8503 grad_norm: 0.1116 recall@thr=0.5: 0.8030 prec@thr=0.5: 0.7473 recall@top3: 0.8788 prec@top3: 0.6848 recall@top5: 0.9758 prec@top5: 0.4727 loss_action_cls: 0.0440 loss: 0.0440 2022/08/07 01:11:34 - mmengine - INFO - Epoch(train) [9][1040/1441] lr: 2.0000e-01 eta: 1:47:26 time: 0.3691 data_time: 0.0189 memory: 8503 grad_norm: 0.1065 recall@thr=0.5: 0.7979 prec@thr=0.5: 0.7539 recall@top3: 0.8369 prec@top3: 0.6667 recall@top5: 0.9397 prec@top5: 0.4638 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 01:11:42 - mmengine - INFO - Epoch(train) [9][1060/1441] lr: 2.0000e-01 eta: 1:47:17 time: 0.3755 data_time: 0.0205 memory: 8503 grad_norm: 0.1151 recall@thr=0.5: 0.7288 prec@thr=0.5: 0.7516 recall@top3: 0.7908 prec@top3: 0.6667 recall@top5: 0.9346 prec@top5: 0.4667 loss_action_cls: 0.0444 loss: 0.0444 2022/08/07 01:11:50 - mmengine - INFO - Epoch(train) [9][1080/1441] lr: 2.0000e-01 eta: 1:47:09 time: 0.4018 data_time: 0.0184 memory: 8503 grad_norm: 0.1102 recall@thr=0.5: 0.6470 prec@thr=0.5: 0.6774 recall@top3: 0.7547 prec@top3: 0.5726 recall@top5: 0.9265 prec@top5: 0.4103 loss_action_cls: 0.0441 loss: 0.0441 2022/08/07 01:11:57 - mmengine - INFO - Epoch(train) [9][1100/1441] lr: 2.0000e-01 eta: 1:47:01 time: 0.3848 data_time: 0.0193 memory: 8503 grad_norm: 0.1111 recall@thr=0.5: 0.7766 prec@thr=0.5: 0.8050 recall@top3: 0.8564 prec@top3: 0.7305 recall@top5: 0.9805 prec@top5: 0.5149 loss_action_cls: 0.0436 loss: 0.0436 2022/08/07 01:12:05 - mmengine - INFO - Epoch(train) [9][1120/1441] lr: 2.0000e-01 eta: 1:46:53 time: 0.3815 data_time: 0.0180 memory: 8503 grad_norm: 0.1064 recall@thr=0.5: 0.6381 prec@thr=0.5: 0.6714 recall@top3: 0.7619 prec@top3: 0.5238 recall@top5: 0.9405 prec@top5: 0.3829 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 01:12:12 - mmengine - INFO - Epoch(train) [9][1140/1441] lr: 2.0000e-01 eta: 1:46:44 time: 0.3690 data_time: 0.0190 memory: 8503 grad_norm: 0.1080 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.7433 recall@top3: 0.7333 prec@top3: 0.5133 recall@top5: 0.8733 prec@top5: 0.3600 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 01:12:20 - mmengine - INFO - Epoch(train) [9][1160/1441] lr: 2.0000e-01 eta: 1:46:36 time: 0.3763 data_time: 0.0226 memory: 8503 grad_norm: 0.1083 recall@thr=0.5: 0.6833 prec@thr=0.5: 0.7755 recall@top3: 0.8082 prec@top3: 0.6327 recall@top5: 0.9619 prec@top5: 0.4571 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 01:12:28 - mmengine - INFO - Epoch(train) [9][1180/1441] lr: 2.0000e-01 eta: 1:46:28 time: 0.3885 data_time: 0.0221 memory: 8503 grad_norm: 0.1166 recall@thr=0.5: 0.7545 prec@thr=0.5: 0.8617 recall@top3: 0.8705 prec@top3: 0.8182 recall@top5: 0.9795 prec@top5: 0.5727 loss_action_cls: 0.0447 loss: 0.0447 2022/08/07 01:12:35 - mmengine - INFO - Epoch(train) [9][1200/1441] lr: 2.0000e-01 eta: 1:46:19 time: 0.3745 data_time: 0.0226 memory: 8503 grad_norm: 0.1135 recall@thr=0.5: 0.7270 prec@thr=0.5: 0.7518 recall@top3: 0.8209 prec@top3: 0.6454 recall@top5: 0.9255 prec@top5: 0.4426 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 01:12:43 - mmengine - INFO - Epoch(train) [9][1220/1441] lr: 2.0000e-01 eta: 1:46:11 time: 0.3877 data_time: 0.0212 memory: 8503 grad_norm: 0.1129 recall@thr=0.5: 0.6601 prec@thr=0.5: 0.7451 recall@top3: 0.7500 prec@top3: 0.7255 recall@top5: 0.9706 prec@top5: 0.5647 loss_action_cls: 0.0455 loss: 0.0455 2022/08/07 01:12:51 - mmengine - INFO - Epoch(train) [9][1240/1441] lr: 2.0000e-01 eta: 1:46:03 time: 0.3966 data_time: 0.0170 memory: 8503 grad_norm: 0.1088 recall@thr=0.5: 0.5686 prec@thr=0.5: 0.6802 recall@top3: 0.7481 prec@top3: 0.6047 recall@top5: 0.9287 prec@top5: 0.4651 loss_action_cls: 0.0419 loss: 0.0419 2022/08/07 01:12:59 - mmengine - INFO - Epoch(train) [9][1260/1441] lr: 2.0000e-01 eta: 1:45:55 time: 0.3977 data_time: 0.0285 memory: 8503 grad_norm: 0.1160 recall@thr=0.5: 0.6292 prec@thr=0.5: 0.7625 recall@top3: 0.7417 prec@top3: 0.6417 recall@top5: 0.9167 prec@top5: 0.4850 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 01:13:07 - mmengine - INFO - Epoch(train) [9][1280/1441] lr: 2.0000e-01 eta: 1:45:47 time: 0.4022 data_time: 0.0195 memory: 8503 grad_norm: 0.1093 recall@thr=0.5: 0.6736 prec@thr=0.5: 0.8333 recall@top3: 0.7581 prec@top3: 0.6822 recall@top5: 0.9178 prec@top5: 0.5070 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 01:13:15 - mmengine - INFO - Epoch(train) [9][1300/1441] lr: 2.0000e-01 eta: 1:45:39 time: 0.3852 data_time: 0.0199 memory: 8503 grad_norm: 0.1099 recall@thr=0.5: 0.5826 prec@thr=0.5: 0.8049 recall@top3: 0.7110 prec@top3: 0.6742 recall@top5: 0.9398 prec@top5: 0.5364 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 01:13:22 - mmengine - INFO - Epoch(train) [9][1320/1441] lr: 2.0000e-01 eta: 1:45:31 time: 0.3780 data_time: 0.0170 memory: 8503 grad_norm: 0.1049 recall@thr=0.5: 0.8036 prec@thr=0.5: 0.7897 recall@top3: 0.8639 prec@top3: 0.7222 recall@top5: 0.9345 prec@top5: 0.4857 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 01:13:30 - mmengine - INFO - Epoch(train) [9][1340/1441] lr: 2.0000e-01 eta: 1:45:23 time: 0.4072 data_time: 0.0192 memory: 8503 grad_norm: 0.1107 recall@thr=0.5: 0.6815 prec@thr=0.5: 0.7815 recall@top3: 0.7667 prec@top3: 0.6000 recall@top5: 0.8963 prec@top5: 0.4444 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 01:13:38 - mmengine - INFO - Epoch(train) [9][1360/1441] lr: 2.0000e-01 eta: 1:45:15 time: 0.3911 data_time: 0.0173 memory: 8503 grad_norm: 0.1097 recall@thr=0.5: 0.5381 prec@thr=0.5: 0.6952 recall@top3: 0.6405 prec@top3: 0.5333 recall@top5: 0.8571 prec@top5: 0.4229 loss_action_cls: 0.0455 loss: 0.0455 2022/08/07 01:13:46 - mmengine - INFO - Epoch(train) [9][1380/1441] lr: 2.0000e-01 eta: 1:45:07 time: 0.4067 data_time: 0.0242 memory: 8503 grad_norm: 0.1120 recall@thr=0.5: 0.7092 prec@thr=0.5: 0.8103 recall@top3: 0.7979 prec@top3: 0.7376 recall@top5: 0.9220 prec@top5: 0.5234 loss_action_cls: 0.0402 loss: 0.0402 2022/08/07 01:13:54 - mmengine - INFO - Epoch(train) [9][1400/1441] lr: 2.0000e-01 eta: 1:44:59 time: 0.3778 data_time: 0.0173 memory: 8503 grad_norm: 0.1128 recall@thr=0.5: 0.6046 prec@thr=0.5: 0.7026 recall@top3: 0.7337 prec@top3: 0.6340 recall@top5: 0.8954 prec@top5: 0.4745 loss_action_cls: 0.0437 loss: 0.0437 2022/08/07 01:14:02 - mmengine - INFO - Epoch(train) [9][1420/1441] lr: 2.0000e-01 eta: 1:44:51 time: 0.3852 data_time: 0.0200 memory: 8503 grad_norm: 0.1087 recall@thr=0.5: 0.7067 prec@thr=0.5: 0.7617 recall@top3: 0.7617 prec@top3: 0.6533 recall@top5: 0.8800 prec@top5: 0.4600 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 01:14:09 - mmengine - INFO - Epoch(train) [9][1440/1441] lr: 2.0000e-01 eta: 1:44:43 time: 0.3938 data_time: 0.0171 memory: 8503 grad_norm: 0.1130 recall@thr=0.5: 0.5095 prec@thr=0.5: 0.6452 recall@top3: 0.7024 prec@top3: 0.5524 recall@top5: 0.8952 prec@top5: 0.4400 loss_action_cls: 0.0470 loss: 0.0470 2022/08/07 01:14:10 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 01:14:10 - mmengine - INFO - Epoch(train) [9][1441/1441] lr: 2.0000e-01 eta: 1:44:43 time: 0.3866 data_time: 0.0175 memory: 4495 grad_norm: 0.1146 recall@thr=0.5: 0.6855 prec@thr=0.5: 0.8602 recall@top3: 0.8403 prec@top3: 0.7097 recall@top5: 0.9575 prec@top5: 0.5097 loss_action_cls: 0.0467 loss: 0.0467 2022/08/07 01:14:10 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/08/07 01:14:16 - mmengine - INFO - Epoch(val) [9][20/6282] eta: 0:04:13 time: 0.0406 data_time: 0.0053 memory: 560 2022/08/07 01:14:17 - mmengine - INFO - Epoch(val) [9][40/6282] eta: 0:04:04 time: 0.0392 data_time: 0.0052 memory: 560 2022/08/07 01:14:18 - mmengine - INFO - Epoch(val) [9][60/6282] eta: 0:04:05 time: 0.0394 data_time: 0.0044 memory: 560 2022/08/07 01:14:18 - mmengine - INFO - Epoch(val) [9][80/6282] eta: 0:04:10 time: 0.0403 data_time: 0.0035 memory: 560 2022/08/07 01:14:19 - mmengine - INFO - Epoch(val) [9][100/6282] eta: 0:04:24 time: 0.0428 data_time: 0.0054 memory: 560 2022/08/07 01:14:20 - mmengine - INFO - Epoch(val) [9][120/6282] eta: 0:04:39 time: 0.0454 data_time: 0.0046 memory: 606 2022/08/07 01:14:21 - mmengine - INFO - Epoch(val) [9][140/6282] eta: 0:04:14 time: 0.0414 data_time: 0.0045 memory: 606 2022/08/07 01:14:22 - mmengine - INFO - Epoch(val) [9][160/6282] eta: 0:04:21 time: 0.0427 data_time: 0.0054 memory: 606 2022/08/07 01:14:23 - mmengine - INFO - Epoch(val) [9][180/6282] eta: 0:04:43 time: 0.0465 data_time: 0.0059 memory: 606 2022/08/07 01:14:24 - mmengine - INFO - Epoch(val) [9][200/6282] eta: 0:04:25 time: 0.0436 data_time: 0.0044 memory: 606 2022/08/07 01:14:25 - mmengine - INFO - Epoch(val) [9][220/6282] eta: 0:06:06 time: 0.0605 data_time: 0.0043 memory: 577 2022/08/07 01:14:26 - mmengine - INFO - Epoch(val) [9][240/6282] eta: 0:04:06 time: 0.0408 data_time: 0.0049 memory: 577 2022/08/07 01:14:27 - mmengine - INFO - Epoch(val) [9][260/6282] eta: 0:03:59 time: 0.0399 data_time: 0.0062 memory: 577 2022/08/07 01:14:28 - mmengine - INFO - Epoch(val) [9][280/6282] eta: 0:04:30 time: 0.0451 data_time: 0.0047 memory: 577 2022/08/07 01:14:28 - mmengine - INFO - Epoch(val) [9][300/6282] eta: 0:04:20 time: 0.0436 data_time: 0.0042 memory: 606 2022/08/07 01:14:29 - mmengine - INFO - Epoch(val) [9][320/6282] eta: 0:04:15 time: 0.0428 data_time: 0.0048 memory: 606 2022/08/07 01:14:30 - mmengine - INFO - Epoch(val) [9][340/6282] eta: 0:04:19 time: 0.0437 data_time: 0.0041 memory: 606 2022/08/07 01:14:31 - mmengine - INFO - Epoch(val) [9][360/6282] eta: 0:04:12 time: 0.0426 data_time: 0.0051 memory: 606 2022/08/07 01:14:32 - mmengine - INFO - Epoch(val) [9][380/6282] eta: 0:04:03 time: 0.0412 data_time: 0.0044 memory: 606 2022/08/07 01:14:33 - mmengine - INFO - Epoch(val) [9][400/6282] eta: 0:03:46 time: 0.0385 data_time: 0.0042 memory: 606 2022/08/07 01:14:33 - mmengine - INFO - Epoch(val) [9][420/6282] eta: 0:03:57 time: 0.0406 data_time: 0.0054 memory: 579 2022/08/07 01:14:34 - mmengine - INFO - Epoch(val) [9][440/6282] eta: 0:04:40 time: 0.0480 data_time: 0.0045 memory: 579 2022/08/07 01:14:35 - mmengine - INFO - Epoch(val) [9][460/6282] eta: 0:04:04 time: 0.0419 data_time: 0.0054 memory: 579 2022/08/07 01:14:36 - mmengine - INFO - Epoch(val) [9][480/6282] eta: 0:04:03 time: 0.0420 data_time: 0.0045 memory: 579 2022/08/07 01:14:37 - mmengine - INFO - Epoch(val) [9][500/6282] eta: 0:04:22 time: 0.0454 data_time: 0.0044 memory: 579 2022/08/07 01:14:38 - mmengine - INFO - Epoch(val) [9][520/6282] eta: 0:04:08 time: 0.0432 data_time: 0.0042 memory: 577 2022/08/07 01:14:39 - mmengine - INFO - Epoch(val) [9][540/6282] eta: 0:04:28 time: 0.0468 data_time: 0.0071 memory: 577 2022/08/07 01:14:40 - mmengine - INFO - Epoch(val) [9][560/6282] eta: 0:04:11 time: 0.0439 data_time: 0.0068 memory: 577 2022/08/07 01:14:41 - mmengine - INFO - Epoch(val) [9][580/6282] eta: 0:04:08 time: 0.0435 data_time: 0.0044 memory: 577 2022/08/07 01:14:42 - mmengine - INFO - Epoch(val) [9][600/6282] eta: 0:04:27 time: 0.0470 data_time: 0.0055 memory: 577 2022/08/07 01:14:43 - mmengine - INFO - Epoch(val) [9][620/6282] eta: 0:04:22 time: 0.0463 data_time: 0.0069 memory: 577 2022/08/07 01:14:43 - mmengine - INFO - Epoch(val) [9][640/6282] eta: 0:04:04 time: 0.0434 data_time: 0.0040 memory: 575 2022/08/07 01:14:45 - mmengine - INFO - Epoch(val) [9][660/6282] eta: 0:06:13 time: 0.0665 data_time: 0.0049 memory: 575 2022/08/07 01:14:46 - mmengine - INFO - Epoch(val) [9][680/6282] eta: 0:04:07 time: 0.0441 data_time: 0.0110 memory: 575 2022/08/07 01:14:46 - mmengine - INFO - Epoch(val) [9][700/6282] eta: 0:03:54 time: 0.0419 data_time: 0.0048 memory: 575 2022/08/07 01:14:47 - mmengine - INFO - Epoch(val) [9][720/6282] eta: 0:03:49 time: 0.0413 data_time: 0.0034 memory: 606 2022/08/07 01:14:48 - mmengine - INFO - Epoch(val) [9][740/6282] eta: 0:03:47 time: 0.0410 data_time: 0.0040 memory: 606 2022/08/07 01:14:49 - mmengine - INFO - Epoch(val) [9][760/6282] eta: 0:03:48 time: 0.0415 data_time: 0.0047 memory: 606 2022/08/07 01:14:50 - mmengine - INFO - Epoch(val) [9][780/6282] eta: 0:03:57 time: 0.0432 data_time: 0.0056 memory: 606 2022/08/07 01:14:51 - mmengine - INFO - Epoch(val) [9][800/6282] eta: 0:04:03 time: 0.0444 data_time: 0.0051 memory: 606 2022/08/07 01:14:52 - mmengine - INFO - Epoch(val) [9][820/6282] eta: 0:03:52 time: 0.0425 data_time: 0.0041 memory: 606 2022/08/07 01:14:53 - mmengine - INFO - Epoch(val) [9][840/6282] eta: 0:03:58 time: 0.0438 data_time: 0.0038 memory: 577 2022/08/07 01:14:53 - mmengine - INFO - Epoch(val) [9][860/6282] eta: 0:03:32 time: 0.0392 data_time: 0.0042 memory: 577 2022/08/07 01:14:54 - mmengine - INFO - Epoch(val) [9][880/6282] eta: 0:03:41 time: 0.0410 data_time: 0.0054 memory: 577 2022/08/07 01:14:55 - mmengine - INFO - Epoch(val) [9][900/6282] eta: 0:03:57 time: 0.0441 data_time: 0.0041 memory: 577 2022/08/07 01:14:56 - mmengine - INFO - Epoch(val) [9][920/6282] eta: 0:03:13 time: 0.0361 data_time: 0.0045 memory: 577 2022/08/07 01:14:57 - mmengine - INFO - Epoch(val) [9][940/6282] eta: 0:03:32 time: 0.0397 data_time: 0.0037 memory: 560 2022/08/07 01:14:57 - mmengine - INFO - Epoch(val) [9][960/6282] eta: 0:03:44 time: 0.0421 data_time: 0.0047 memory: 560 2022/08/07 01:14:58 - mmengine - INFO - Epoch(val) [9][980/6282] eta: 0:03:37 time: 0.0410 data_time: 0.0047 memory: 560 2022/08/07 01:14:59 - mmengine - INFO - Epoch(val) [9][1000/6282] eta: 0:03:19 time: 0.0377 data_time: 0.0035 memory: 560 2022/08/07 01:15:00 - mmengine - INFO - Epoch(val) [9][1020/6282] eta: 0:04:00 time: 0.0457 data_time: 0.0042 memory: 577 2022/08/07 01:15:01 - mmengine - INFO - Epoch(val) [9][1040/6282] eta: 0:04:04 time: 0.0466 data_time: 0.0062 memory: 577 2022/08/07 01:15:02 - mmengine - INFO - Epoch(val) [9][1060/6282] eta: 0:04:32 time: 0.0522 data_time: 0.0055 memory: 577 2022/08/07 01:15:03 - mmengine - INFO - Epoch(val) [9][1080/6282] eta: 0:04:00 time: 0.0461 data_time: 0.0049 memory: 577 2022/08/07 01:15:04 - mmengine - INFO - Epoch(val) [9][1100/6282] eta: 0:04:14 time: 0.0491 data_time: 0.0057 memory: 577 2022/08/07 01:15:05 - mmengine - INFO - Epoch(val) [9][1120/6282] eta: 0:03:48 time: 0.0443 data_time: 0.0063 memory: 577 2022/08/07 01:15:06 - mmengine - INFO - Epoch(val) [9][1140/6282] eta: 0:04:04 time: 0.0475 data_time: 0.0055 memory: 577 2022/08/07 01:15:07 - mmengine - INFO - Epoch(val) [9][1160/6282] eta: 0:04:11 time: 0.0492 data_time: 0.0054 memory: 577 2022/08/07 01:15:08 - mmengine - INFO - Epoch(val) [9][1180/6282] eta: 0:03:42 time: 0.0437 data_time: 0.0059 memory: 577 2022/08/07 01:15:09 - mmengine - INFO - Epoch(val) [9][1200/6282] eta: 0:03:56 time: 0.0466 data_time: 0.0055 memory: 577 2022/08/07 01:15:10 - mmengine - INFO - Epoch(val) [9][1220/6282] eta: 0:04:09 time: 0.0494 data_time: 0.0055 memory: 577 2022/08/07 01:15:11 - mmengine - INFO - Epoch(val) [9][1240/6282] eta: 0:04:05 time: 0.0486 data_time: 0.0045 memory: 606 2022/08/07 01:15:11 - mmengine - INFO - Epoch(val) [9][1260/6282] eta: 0:03:22 time: 0.0403 data_time: 0.0040 memory: 606 2022/08/07 01:15:12 - mmengine - INFO - Epoch(val) [9][1280/6282] eta: 0:03:34 time: 0.0428 data_time: 0.0068 memory: 606 2022/08/07 01:15:13 - mmengine - INFO - Epoch(val) [9][1300/6282] eta: 0:03:33 time: 0.0428 data_time: 0.0039 memory: 606 2022/08/07 01:15:14 - mmengine - INFO - Epoch(val) [9][1320/6282] eta: 0:03:17 time: 0.0399 data_time: 0.0037 memory: 606 2022/08/07 01:15:15 - mmengine - INFO - Epoch(val) [9][1340/6282] eta: 0:05:17 time: 0.0643 data_time: 0.0040 memory: 606 2022/08/07 01:15:16 - mmengine - INFO - Epoch(val) [9][1360/6282] eta: 0:03:10 time: 0.0387 data_time: 0.0038 memory: 606 2022/08/07 01:15:17 - mmengine - INFO - Epoch(val) [9][1380/6282] eta: 0:03:13 time: 0.0394 data_time: 0.0049 memory: 606 2022/08/07 01:15:18 - mmengine - INFO - Epoch(val) [9][1400/6282] eta: 0:03:32 time: 0.0436 data_time: 0.0044 memory: 606 2022/08/07 01:15:19 - mmengine - INFO - Epoch(val) [9][1420/6282] eta: 0:03:14 time: 0.0399 data_time: 0.0047 memory: 606 2022/08/07 01:15:19 - mmengine - INFO - Epoch(val) [9][1440/6282] eta: 0:03:11 time: 0.0395 data_time: 0.0042 memory: 606 2022/08/07 01:15:20 - mmengine - INFO - Epoch(val) [9][1460/6282] eta: 0:02:59 time: 0.0372 data_time: 0.0029 memory: 606 2022/08/07 01:15:21 - mmengine - INFO - Epoch(val) [9][1480/6282] eta: 0:03:31 time: 0.0440 data_time: 0.0043 memory: 606 2022/08/07 01:15:22 - mmengine - INFO - Epoch(val) [9][1500/6282] eta: 0:03:19 time: 0.0416 data_time: 0.0037 memory: 606 2022/08/07 01:15:23 - mmengine - INFO - Epoch(val) [9][1520/6282] eta: 0:03:10 time: 0.0400 data_time: 0.0054 memory: 650 2022/08/07 01:15:24 - mmengine - INFO - Epoch(val) [9][1540/6282] eta: 0:03:41 time: 0.0468 data_time: 0.0079 memory: 650 2022/08/07 01:15:24 - mmengine - INFO - Epoch(val) [9][1560/6282] eta: 0:03:23 time: 0.0430 data_time: 0.0033 memory: 650 2022/08/07 01:15:25 - mmengine - INFO - Epoch(val) [9][1580/6282] eta: 0:03:27 time: 0.0442 data_time: 0.0043 memory: 650 2022/08/07 01:15:26 - mmengine - INFO - Epoch(val) [9][1600/6282] eta: 0:03:10 time: 0.0407 data_time: 0.0042 memory: 650 2022/08/07 01:15:27 - mmengine - INFO - Epoch(val) [9][1620/6282] eta: 0:03:31 time: 0.0453 data_time: 0.0043 memory: 650 2022/08/07 01:15:28 - mmengine - INFO - Epoch(val) [9][1640/6282] eta: 0:03:21 time: 0.0434 data_time: 0.0052 memory: 606 2022/08/07 01:15:29 - mmengine - INFO - Epoch(val) [9][1660/6282] eta: 0:03:37 time: 0.0470 data_time: 0.0067 memory: 606 2022/08/07 01:15:30 - mmengine - INFO - Epoch(val) [9][1680/6282] eta: 0:03:26 time: 0.0450 data_time: 0.0050 memory: 606 2022/08/07 01:15:31 - mmengine - INFO - Epoch(val) [9][1700/6282] eta: 0:03:24 time: 0.0446 data_time: 0.0059 memory: 606 2022/08/07 01:15:32 - mmengine - INFO - Epoch(val) [9][1720/6282] eta: 0:03:18 time: 0.0435 data_time: 0.0034 memory: 606 2022/08/07 01:15:33 - mmengine - INFO - Epoch(val) [9][1740/6282] eta: 0:03:37 time: 0.0478 data_time: 0.0066 memory: 606 2022/08/07 01:15:33 - mmengine - INFO - Epoch(val) [9][1760/6282] eta: 0:03:19 time: 0.0442 data_time: 0.0045 memory: 606 2022/08/07 01:15:35 - mmengine - INFO - Epoch(val) [9][1780/6282] eta: 0:05:01 time: 0.0670 data_time: 0.0039 memory: 606 2022/08/07 01:15:36 - mmengine - INFO - Epoch(val) [9][1800/6282] eta: 0:03:03 time: 0.0409 data_time: 0.0031 memory: 606 2022/08/07 01:15:36 - mmengine - INFO - Epoch(val) [9][1820/6282] eta: 0:02:51 time: 0.0385 data_time: 0.0028 memory: 606 2022/08/07 01:15:37 - mmengine - INFO - Epoch(val) [9][1840/6282] eta: 0:03:11 time: 0.0432 data_time: 0.0070 memory: 606 2022/08/07 01:15:38 - mmengine - INFO - Epoch(val) [9][1860/6282] eta: 0:03:27 time: 0.0470 data_time: 0.0067 memory: 606 2022/08/07 01:15:39 - mmengine - INFO - Epoch(val) [9][1880/6282] eta: 0:03:09 time: 0.0429 data_time: 0.0043 memory: 606 2022/08/07 01:15:40 - mmengine - INFO - Epoch(val) [9][1900/6282] eta: 0:03:14 time: 0.0443 data_time: 0.0054 memory: 606 2022/08/07 01:15:41 - mmengine - INFO - Epoch(val) [9][1920/6282] eta: 0:03:12 time: 0.0440 data_time: 0.0047 memory: 606 2022/08/07 01:15:42 - mmengine - INFO - Epoch(val) [9][1940/6282] eta: 0:03:13 time: 0.0446 data_time: 0.0062 memory: 606 2022/08/07 01:15:43 - mmengine - INFO - Epoch(val) [9][1960/6282] eta: 0:02:55 time: 0.0405 data_time: 0.0042 memory: 579 2022/08/07 01:15:43 - mmengine - INFO - Epoch(val) [9][1980/6282] eta: 0:02:56 time: 0.0410 data_time: 0.0054 memory: 579 2022/08/07 01:15:44 - mmengine - INFO - Epoch(val) [9][2000/6282] eta: 0:03:07 time: 0.0439 data_time: 0.0044 memory: 579 2022/08/07 01:15:45 - mmengine - INFO - Epoch(val) [9][2020/6282] eta: 0:02:53 time: 0.0406 data_time: 0.0040 memory: 579 2022/08/07 01:15:46 - mmengine - INFO - Epoch(val) [9][2040/6282] eta: 0:03:00 time: 0.0425 data_time: 0.0056 memory: 579 2022/08/07 01:15:47 - mmengine - INFO - Epoch(val) [9][2060/6282] eta: 0:02:55 time: 0.0416 data_time: 0.0036 memory: 579 2022/08/07 01:15:48 - mmengine - INFO - Epoch(val) [9][2080/6282] eta: 0:02:54 time: 0.0415 data_time: 0.0062 memory: 579 2022/08/07 01:15:48 - mmengine - INFO - Epoch(val) [9][2100/6282] eta: 0:02:48 time: 0.0402 data_time: 0.0029 memory: 579 2022/08/07 01:15:49 - mmengine - INFO - Epoch(val) [9][2120/6282] eta: 0:03:00 time: 0.0433 data_time: 0.0047 memory: 579 2022/08/07 01:15:50 - mmengine - INFO - Epoch(val) [9][2140/6282] eta: 0:03:00 time: 0.0437 data_time: 0.0060 memory: 579 2022/08/07 01:15:51 - mmengine - INFO - Epoch(val) [9][2160/6282] eta: 0:02:50 time: 0.0414 data_time: 0.0056 memory: 577 2022/08/07 01:15:52 - mmengine - INFO - Epoch(val) [9][2180/6282] eta: 0:02:45 time: 0.0404 data_time: 0.0064 memory: 577 2022/08/07 01:15:53 - mmengine - INFO - Epoch(val) [9][2200/6282] eta: 0:02:39 time: 0.0390 data_time: 0.0036 memory: 577 2022/08/07 01:15:54 - mmengine - INFO - Epoch(val) [9][2220/6282] eta: 0:02:49 time: 0.0417 data_time: 0.0048 memory: 577 2022/08/07 01:15:55 - mmengine - INFO - Epoch(val) [9][2240/6282] eta: 0:03:25 time: 0.0509 data_time: 0.0059 memory: 577 2022/08/07 01:15:55 - mmengine - INFO - Epoch(val) [9][2260/6282] eta: 0:02:47 time: 0.0417 data_time: 0.0057 memory: 579 2022/08/07 01:15:56 - mmengine - INFO - Epoch(val) [9][2280/6282] eta: 0:02:58 time: 0.0445 data_time: 0.0067 memory: 579 2022/08/07 01:15:57 - mmengine - INFO - Epoch(val) [9][2300/6282] eta: 0:02:46 time: 0.0419 data_time: 0.0051 memory: 579 2022/08/07 01:15:58 - mmengine - INFO - Epoch(val) [9][2320/6282] eta: 0:02:31 time: 0.0383 data_time: 0.0033 memory: 579 2022/08/07 01:15:59 - mmengine - INFO - Epoch(val) [9][2340/6282] eta: 0:02:46 time: 0.0423 data_time: 0.0052 memory: 579 2022/08/07 01:16:00 - mmengine - INFO - Epoch(val) [9][2360/6282] eta: 0:02:48 time: 0.0429 data_time: 0.0047 memory: 577 2022/08/07 01:16:01 - mmengine - INFO - Epoch(val) [9][2380/6282] eta: 0:03:01 time: 0.0465 data_time: 0.0047 memory: 577 2022/08/07 01:16:02 - mmengine - INFO - Epoch(val) [9][2400/6282] eta: 0:02:56 time: 0.0455 data_time: 0.0050 memory: 577 2022/08/07 01:16:02 - mmengine - INFO - Epoch(val) [9][2420/6282] eta: 0:02:44 time: 0.0426 data_time: 0.0047 memory: 577 2022/08/07 01:16:03 - mmengine - INFO - Epoch(val) [9][2440/6282] eta: 0:02:44 time: 0.0429 data_time: 0.0052 memory: 577 2022/08/07 01:16:04 - mmengine - INFO - Epoch(val) [9][2460/6282] eta: 0:03:11 time: 0.0502 data_time: 0.0066 memory: 606 2022/08/07 01:16:05 - mmengine - INFO - Epoch(val) [9][2480/6282] eta: 0:02:39 time: 0.0420 data_time: 0.0047 memory: 606 2022/08/07 01:16:06 - mmengine - INFO - Epoch(val) [9][2500/6282] eta: 0:02:28 time: 0.0392 data_time: 0.0040 memory: 606 2022/08/07 01:16:07 - mmengine - INFO - Epoch(val) [9][2520/6282] eta: 0:02:24 time: 0.0385 data_time: 0.0052 memory: 606 2022/08/07 01:16:08 - mmengine - INFO - Epoch(val) [9][2540/6282] eta: 0:02:44 time: 0.0440 data_time: 0.0057 memory: 606 2022/08/07 01:16:08 - mmengine - INFO - Epoch(val) [9][2560/6282] eta: 0:02:22 time: 0.0383 data_time: 0.0031 memory: 606 2022/08/07 01:16:09 - mmengine - INFO - Epoch(val) [9][2580/6282] eta: 0:02:45 time: 0.0447 data_time: 0.0037 memory: 606 2022/08/07 01:16:10 - mmengine - INFO - Epoch(val) [9][2600/6282] eta: 0:02:32 time: 0.0414 data_time: 0.0048 memory: 606 2022/08/07 01:16:11 - mmengine - INFO - Epoch(val) [9][2620/6282] eta: 0:02:33 time: 0.0420 data_time: 0.0056 memory: 606 2022/08/07 01:16:12 - mmengine - INFO - Epoch(val) [9][2640/6282] eta: 0:02:31 time: 0.0415 data_time: 0.0060 memory: 606 2022/08/07 01:16:13 - mmengine - INFO - Epoch(val) [9][2660/6282] eta: 0:02:34 time: 0.0427 data_time: 0.0061 memory: 646 2022/08/07 01:16:14 - mmengine - INFO - Epoch(val) [9][2680/6282] eta: 0:02:41 time: 0.0448 data_time: 0.0043 memory: 646 2022/08/07 01:16:15 - mmengine - INFO - Epoch(val) [9][2700/6282] eta: 0:04:06 time: 0.0688 data_time: 0.0031 memory: 646 2022/08/07 01:16:16 - mmengine - INFO - Epoch(val) [9][2720/6282] eta: 0:02:41 time: 0.0452 data_time: 0.0066 memory: 646 2022/08/07 01:16:17 - mmengine - INFO - Epoch(val) [9][2740/6282] eta: 0:02:20 time: 0.0398 data_time: 0.0040 memory: 646 2022/08/07 01:16:17 - mmengine - INFO - Epoch(val) [9][2760/6282] eta: 0:02:13 time: 0.0378 data_time: 0.0041 memory: 579 2022/08/07 01:16:18 - mmengine - INFO - Epoch(val) [9][2780/6282] eta: 0:02:27 time: 0.0420 data_time: 0.0063 memory: 579 2022/08/07 01:16:19 - mmengine - INFO - Epoch(val) [9][2800/6282] eta: 0:02:21 time: 0.0407 data_time: 0.0032 memory: 579 2022/08/07 01:16:20 - mmengine - INFO - Epoch(val) [9][2820/6282] eta: 0:02:14 time: 0.0388 data_time: 0.0045 memory: 579 2022/08/07 01:16:21 - mmengine - INFO - Epoch(val) [9][2840/6282] eta: 0:02:17 time: 0.0399 data_time: 0.0032 memory: 579 2022/08/07 01:16:22 - mmengine - INFO - Epoch(val) [9][2860/6282] eta: 0:02:23 time: 0.0420 data_time: 0.0049 memory: 606 2022/08/07 01:16:22 - mmengine - INFO - Epoch(val) [9][2880/6282] eta: 0:02:07 time: 0.0376 data_time: 0.0043 memory: 606 2022/08/07 01:16:23 - mmengine - INFO - Epoch(val) [9][2900/6282] eta: 0:02:16 time: 0.0403 data_time: 0.0044 memory: 606 2022/08/07 01:16:24 - mmengine - INFO - Epoch(val) [9][2920/6282] eta: 0:02:06 time: 0.0377 data_time: 0.0027 memory: 606 2022/08/07 01:16:25 - mmengine - INFO - Epoch(val) [9][2940/6282] eta: 0:02:15 time: 0.0406 data_time: 0.0054 memory: 591 2022/08/07 01:16:26 - mmengine - INFO - Epoch(val) [9][2960/6282] eta: 0:02:19 time: 0.0419 data_time: 0.0069 memory: 591 2022/08/07 01:16:26 - mmengine - INFO - Epoch(val) [9][2980/6282] eta: 0:02:16 time: 0.0412 data_time: 0.0059 memory: 591 2022/08/07 01:16:27 - mmengine - INFO - Epoch(val) [9][3000/6282] eta: 0:02:11 time: 0.0401 data_time: 0.0050 memory: 591 2022/08/07 01:16:28 - mmengine - INFO - Epoch(val) [9][3020/6282] eta: 0:02:17 time: 0.0421 data_time: 0.0051 memory: 606 2022/08/07 01:16:29 - mmengine - INFO - Epoch(val) [9][3040/6282] eta: 0:02:23 time: 0.0442 data_time: 0.0058 memory: 606 2022/08/07 01:16:30 - mmengine - INFO - Epoch(val) [9][3060/6282] eta: 0:02:01 time: 0.0376 data_time: 0.0039 memory: 606 2022/08/07 01:16:31 - mmengine - INFO - Epoch(val) [9][3080/6282] eta: 0:02:14 time: 0.0420 data_time: 0.0058 memory: 606 2022/08/07 01:16:31 - mmengine - INFO - Epoch(val) [9][3100/6282] eta: 0:02:06 time: 0.0398 data_time: 0.0057 memory: 606 2022/08/07 01:16:32 - mmengine - INFO - Epoch(val) [9][3120/6282] eta: 0:02:00 time: 0.0381 data_time: 0.0046 memory: 579 2022/08/07 01:16:33 - mmengine - INFO - Epoch(val) [9][3140/6282] eta: 0:02:06 time: 0.0403 data_time: 0.0036 memory: 579 2022/08/07 01:16:34 - mmengine - INFO - Epoch(val) [9][3160/6282] eta: 0:01:59 time: 0.0382 data_time: 0.0047 memory: 579 2022/08/07 01:16:35 - mmengine - INFO - Epoch(val) [9][3180/6282] eta: 0:03:26 time: 0.0666 data_time: 0.0043 memory: 579 2022/08/07 01:16:36 - mmengine - INFO - Epoch(val) [9][3200/6282] eta: 0:02:01 time: 0.0394 data_time: 0.0035 memory: 606 2022/08/07 01:16:37 - mmengine - INFO - Epoch(val) [9][3220/6282] eta: 0:02:10 time: 0.0426 data_time: 0.0049 memory: 606 2022/08/07 01:16:38 - mmengine - INFO - Epoch(val) [9][3240/6282] eta: 0:02:20 time: 0.0463 data_time: 0.0058 memory: 606 2022/08/07 01:16:39 - mmengine - INFO - Epoch(val) [9][3260/6282] eta: 0:02:08 time: 0.0424 data_time: 0.0053 memory: 606 2022/08/07 01:16:39 - mmengine - INFO - Epoch(val) [9][3280/6282] eta: 0:02:08 time: 0.0427 data_time: 0.0068 memory: 606 2022/08/07 01:16:40 - mmengine - INFO - Epoch(val) [9][3300/6282] eta: 0:02:14 time: 0.0451 data_time: 0.0077 memory: 606 2022/08/07 01:16:41 - mmengine - INFO - Epoch(val) [9][3320/6282] eta: 0:02:04 time: 0.0422 data_time: 0.0057 memory: 606 2022/08/07 01:16:42 - mmengine - INFO - Epoch(val) [9][3340/6282] eta: 0:02:06 time: 0.0429 data_time: 0.0055 memory: 606 2022/08/07 01:16:43 - mmengine - INFO - Epoch(val) [9][3360/6282] eta: 0:02:00 time: 0.0414 data_time: 0.0036 memory: 606 2022/08/07 01:16:44 - mmengine - INFO - Epoch(val) [9][3380/6282] eta: 0:02:02 time: 0.0421 data_time: 0.0041 memory: 606 2022/08/07 01:16:45 - mmengine - INFO - Epoch(val) [9][3400/6282] eta: 0:01:54 time: 0.0397 data_time: 0.0043 memory: 577 2022/08/07 01:16:45 - mmengine - INFO - Epoch(val) [9][3420/6282] eta: 0:02:00 time: 0.0423 data_time: 0.0055 memory: 577 2022/08/07 01:16:46 - mmengine - INFO - Epoch(val) [9][3440/6282] eta: 0:01:48 time: 0.0383 data_time: 0.0047 memory: 577 2022/08/07 01:16:47 - mmengine - INFO - Epoch(val) [9][3460/6282] eta: 0:01:46 time: 0.0376 data_time: 0.0038 memory: 577 2022/08/07 01:16:48 - mmengine - INFO - Epoch(val) [9][3480/6282] eta: 0:01:51 time: 0.0399 data_time: 0.0042 memory: 577 2022/08/07 01:16:49 - mmengine - INFO - Epoch(val) [9][3500/6282] eta: 0:01:49 time: 0.0395 data_time: 0.0041 memory: 577 2022/08/07 01:16:49 - mmengine - INFO - Epoch(val) [9][3520/6282] eta: 0:01:48 time: 0.0393 data_time: 0.0047 memory: 577 2022/08/07 01:16:50 - mmengine - INFO - Epoch(val) [9][3540/6282] eta: 0:01:55 time: 0.0420 data_time: 0.0062 memory: 577 2022/08/07 01:16:51 - mmengine - INFO - Epoch(val) [9][3560/6282] eta: 0:01:57 time: 0.0431 data_time: 0.0047 memory: 577 2022/08/07 01:16:52 - mmengine - INFO - Epoch(val) [9][3580/6282] eta: 0:01:52 time: 0.0416 data_time: 0.0051 memory: 598 2022/08/07 01:16:53 - mmengine - INFO - Epoch(val) [9][3600/6282] eta: 0:01:47 time: 0.0400 data_time: 0.0039 memory: 598 2022/08/07 01:16:54 - mmengine - INFO - Epoch(val) [9][3620/6282] eta: 0:01:50 time: 0.0414 data_time: 0.0044 memory: 598 2022/08/07 01:16:54 - mmengine - INFO - Epoch(val) [9][3640/6282] eta: 0:01:48 time: 0.0411 data_time: 0.0048 memory: 598 2022/08/07 01:16:56 - mmengine - INFO - Epoch(val) [9][3660/6282] eta: 0:03:11 time: 0.0731 data_time: 0.0051 memory: 598 2022/08/07 01:16:57 - mmengine - INFO - Epoch(val) [9][3680/6282] eta: 0:01:51 time: 0.0430 data_time: 0.0057 memory: 606 2022/08/07 01:16:58 - mmengine - INFO - Epoch(val) [9][3700/6282] eta: 0:01:47 time: 0.0417 data_time: 0.0041 memory: 606 2022/08/07 01:16:58 - mmengine - INFO - Epoch(val) [9][3720/6282] eta: 0:01:56 time: 0.0453 data_time: 0.0052 memory: 606 2022/08/07 01:16:59 - mmengine - INFO - Epoch(val) [9][3740/6282] eta: 0:01:48 time: 0.0427 data_time: 0.0041 memory: 606 2022/08/07 01:17:00 - mmengine - INFO - Epoch(val) [9][3760/6282] eta: 0:01:44 time: 0.0415 data_time: 0.0045 memory: 606 2022/08/07 01:17:01 - mmengine - INFO - Epoch(val) [9][3780/6282] eta: 0:01:43 time: 0.0412 data_time: 0.0046 memory: 606 2022/08/07 01:17:02 - mmengine - INFO - Epoch(val) [9][3800/6282] eta: 0:01:53 time: 0.0456 data_time: 0.0078 memory: 606 2022/08/07 01:17:03 - mmengine - INFO - Epoch(val) [9][3820/6282] eta: 0:01:37 time: 0.0398 data_time: 0.0051 memory: 606 2022/08/07 01:17:04 - mmengine - INFO - Epoch(val) [9][3840/6282] eta: 0:01:40 time: 0.0410 data_time: 0.0056 memory: 606 2022/08/07 01:17:04 - mmengine - INFO - Epoch(val) [9][3860/6282] eta: 0:01:36 time: 0.0398 data_time: 0.0036 memory: 606 2022/08/07 01:17:05 - mmengine - INFO - Epoch(val) [9][3880/6282] eta: 0:01:34 time: 0.0393 data_time: 0.0055 memory: 606 2022/08/07 01:17:06 - mmengine - INFO - Epoch(val) [9][3900/6282] eta: 0:01:30 time: 0.0379 data_time: 0.0050 memory: 606 2022/08/07 01:17:07 - mmengine - INFO - Epoch(val) [9][3920/6282] eta: 0:01:25 time: 0.0364 data_time: 0.0039 memory: 606 2022/08/07 01:17:07 - mmengine - INFO - Epoch(val) [9][3940/6282] eta: 0:01:28 time: 0.0377 data_time: 0.0042 memory: 606 2022/08/07 01:17:08 - mmengine - INFO - Epoch(val) [9][3960/6282] eta: 0:01:32 time: 0.0397 data_time: 0.0030 memory: 606 2022/08/07 01:17:09 - mmengine - INFO - Epoch(val) [9][3980/6282] eta: 0:01:31 time: 0.0398 data_time: 0.0040 memory: 606 2022/08/07 01:17:10 - mmengine - INFO - Epoch(val) [9][4000/6282] eta: 0:01:40 time: 0.0439 data_time: 0.0050 memory: 606 2022/08/07 01:17:11 - mmengine - INFO - Epoch(val) [9][4020/6282] eta: 0:01:29 time: 0.0394 data_time: 0.0038 memory: 606 2022/08/07 01:17:12 - mmengine - INFO - Epoch(val) [9][4040/6282] eta: 0:01:40 time: 0.0448 data_time: 0.0057 memory: 646 2022/08/07 01:17:12 - mmengine - INFO - Epoch(val) [9][4060/6282] eta: 0:01:37 time: 0.0437 data_time: 0.0051 memory: 646 2022/08/07 01:17:13 - mmengine - INFO - Epoch(val) [9][4080/6282] eta: 0:01:38 time: 0.0447 data_time: 0.0041 memory: 646 2022/08/07 01:17:14 - mmengine - INFO - Epoch(val) [9][4100/6282] eta: 0:01:38 time: 0.0451 data_time: 0.0043 memory: 646 2022/08/07 01:17:16 - mmengine - INFO - Epoch(val) [9][4120/6282] eta: 0:02:26 time: 0.0677 data_time: 0.0046 memory: 646 2022/08/07 01:17:17 - mmengine - INFO - Epoch(val) [9][4140/6282] eta: 0:01:30 time: 0.0423 data_time: 0.0053 memory: 646 2022/08/07 01:17:17 - mmengine - INFO - Epoch(val) [9][4160/6282] eta: 0:01:25 time: 0.0404 data_time: 0.0030 memory: 577 2022/08/07 01:17:18 - mmengine - INFO - Epoch(val) [9][4180/6282] eta: 0:01:24 time: 0.0403 data_time: 0.0042 memory: 577 2022/08/07 01:17:19 - mmengine - INFO - Epoch(val) [9][4200/6282] eta: 0:01:25 time: 0.0412 data_time: 0.0068 memory: 577 2022/08/07 01:17:20 - mmengine - INFO - Epoch(val) [9][4220/6282] eta: 0:01:23 time: 0.0405 data_time: 0.0042 memory: 577 2022/08/07 01:17:21 - mmengine - INFO - Epoch(val) [9][4240/6282] eta: 0:01:23 time: 0.0409 data_time: 0.0034 memory: 577 2022/08/07 01:17:22 - mmengine - INFO - Epoch(val) [9][4260/6282] eta: 0:01:27 time: 0.0434 data_time: 0.0046 memory: 576 2022/08/07 01:17:22 - mmengine - INFO - Epoch(val) [9][4280/6282] eta: 0:01:19 time: 0.0395 data_time: 0.0042 memory: 576 2022/08/07 01:17:23 - mmengine - INFO - Epoch(val) [9][4300/6282] eta: 0:01:17 time: 0.0389 data_time: 0.0041 memory: 576 2022/08/07 01:17:24 - mmengine - INFO - Epoch(val) [9][4320/6282] eta: 0:01:15 time: 0.0383 data_time: 0.0055 memory: 576 2022/08/07 01:17:25 - mmengine - INFO - Epoch(val) [9][4340/6282] eta: 0:01:18 time: 0.0404 data_time: 0.0035 memory: 576 2022/08/07 01:17:26 - mmengine - INFO - Epoch(val) [9][4360/6282] eta: 0:01:24 time: 0.0439 data_time: 0.0062 memory: 606 2022/08/07 01:17:27 - mmengine - INFO - Epoch(val) [9][4380/6282] eta: 0:01:27 time: 0.0462 data_time: 0.0056 memory: 606 2022/08/07 01:17:27 - mmengine - INFO - Epoch(val) [9][4400/6282] eta: 0:01:15 time: 0.0402 data_time: 0.0040 memory: 606 2022/08/07 01:17:28 - mmengine - INFO - Epoch(val) [9][4420/6282] eta: 0:01:28 time: 0.0474 data_time: 0.0069 memory: 606 2022/08/07 01:17:29 - mmengine - INFO - Epoch(val) [9][4440/6282] eta: 0:01:18 time: 0.0425 data_time: 0.0060 memory: 610 2022/08/07 01:17:30 - mmengine - INFO - Epoch(val) [9][4460/6282] eta: 0:01:17 time: 0.0425 data_time: 0.0044 memory: 610 2022/08/07 01:17:31 - mmengine - INFO - Epoch(val) [9][4480/6282] eta: 0:01:14 time: 0.0413 data_time: 0.0041 memory: 610 2022/08/07 01:17:32 - mmengine - INFO - Epoch(val) [9][4500/6282] eta: 0:01:13 time: 0.0415 data_time: 0.0056 memory: 610 2022/08/07 01:17:32 - mmengine - INFO - Epoch(val) [9][4520/6282] eta: 0:01:06 time: 0.0379 data_time: 0.0038 memory: 610 2022/08/07 01:17:33 - mmengine - INFO - Epoch(val) [9][4540/6282] eta: 0:01:07 time: 0.0386 data_time: 0.0041 memory: 579 2022/08/07 01:17:34 - mmengine - INFO - Epoch(val) [9][4560/6282] eta: 0:01:07 time: 0.0394 data_time: 0.0049 memory: 579 2022/08/07 01:17:35 - mmengine - INFO - Epoch(val) [9][4580/6282] eta: 0:01:54 time: 0.0672 data_time: 0.0027 memory: 579 2022/08/07 01:17:36 - mmengine - INFO - Epoch(val) [9][4600/6282] eta: 0:01:07 time: 0.0399 data_time: 0.0040 memory: 579 2022/08/07 01:17:37 - mmengine - INFO - Epoch(val) [9][4620/6282] eta: 0:01:12 time: 0.0437 data_time: 0.0051 memory: 579 2022/08/07 01:17:38 - mmengine - INFO - Epoch(val) [9][4640/6282] eta: 0:01:12 time: 0.0440 data_time: 0.0045 memory: 610 2022/08/07 01:17:39 - mmengine - INFO - Epoch(val) [9][4660/6282] eta: 0:01:10 time: 0.0435 data_time: 0.0043 memory: 610 2022/08/07 01:17:40 - mmengine - INFO - Epoch(val) [9][4680/6282] eta: 0:01:04 time: 0.0404 data_time: 0.0043 memory: 610 2022/08/07 01:17:41 - mmengine - INFO - Epoch(val) [9][4700/6282] eta: 0:01:09 time: 0.0441 data_time: 0.0043 memory: 610 2022/08/07 01:17:41 - mmengine - INFO - Epoch(val) [9][4720/6282] eta: 0:01:09 time: 0.0443 data_time: 0.0040 memory: 610 2022/08/07 01:17:42 - mmengine - INFO - Epoch(val) [9][4740/6282] eta: 0:01:01 time: 0.0397 data_time: 0.0038 memory: 590 2022/08/07 01:17:43 - mmengine - INFO - Epoch(val) [9][4760/6282] eta: 0:01:02 time: 0.0410 data_time: 0.0058 memory: 590 2022/08/07 01:17:44 - mmengine - INFO - Epoch(val) [9][4780/6282] eta: 0:00:58 time: 0.0388 data_time: 0.0049 memory: 590 2022/08/07 01:17:45 - mmengine - INFO - Epoch(val) [9][4800/6282] eta: 0:01:07 time: 0.0453 data_time: 0.0094 memory: 590 2022/08/07 01:17:46 - mmengine - INFO - Epoch(val) [9][4820/6282] eta: 0:00:59 time: 0.0406 data_time: 0.0037 memory: 606 2022/08/07 01:17:46 - mmengine - INFO - Epoch(val) [9][4840/6282] eta: 0:00:58 time: 0.0403 data_time: 0.0067 memory: 606 2022/08/07 01:17:47 - mmengine - INFO - Epoch(val) [9][4860/6282] eta: 0:01:01 time: 0.0435 data_time: 0.0058 memory: 606 2022/08/07 01:17:48 - mmengine - INFO - Epoch(val) [9][4880/6282] eta: 0:01:00 time: 0.0433 data_time: 0.0040 memory: 606 2022/08/07 01:17:49 - mmengine - INFO - Epoch(val) [9][4900/6282] eta: 0:00:58 time: 0.0421 data_time: 0.0049 memory: 606 2022/08/07 01:17:50 - mmengine - INFO - Epoch(val) [9][4920/6282] eta: 0:00:56 time: 0.0417 data_time: 0.0042 memory: 608 2022/08/07 01:17:51 - mmengine - INFO - Epoch(val) [9][4940/6282] eta: 0:00:57 time: 0.0432 data_time: 0.0041 memory: 608 2022/08/07 01:17:52 - mmengine - INFO - Epoch(val) [9][4960/6282] eta: 0:00:54 time: 0.0415 data_time: 0.0033 memory: 608 2022/08/07 01:17:53 - mmengine - INFO - Epoch(val) [9][4980/6282] eta: 0:00:56 time: 0.0431 data_time: 0.0056 memory: 608 2022/08/07 01:17:53 - mmengine - INFO - Epoch(val) [9][5000/6282] eta: 0:00:52 time: 0.0409 data_time: 0.0037 memory: 608 2022/08/07 01:17:54 - mmengine - INFO - Epoch(val) [9][5020/6282] eta: 0:00:57 time: 0.0457 data_time: 0.0059 memory: 608 2022/08/07 01:17:56 - mmengine - INFO - Epoch(val) [9][5040/6282] eta: 0:01:26 time: 0.0700 data_time: 0.0066 memory: 579 2022/08/07 01:17:57 - mmengine - INFO - Epoch(val) [9][5060/6282] eta: 0:00:52 time: 0.0432 data_time: 0.0033 memory: 579 2022/08/07 01:17:57 - mmengine - INFO - Epoch(val) [9][5080/6282] eta: 0:00:53 time: 0.0448 data_time: 0.0052 memory: 579 2022/08/07 01:17:58 - mmengine - INFO - Epoch(val) [9][5100/6282] eta: 0:00:45 time: 0.0389 data_time: 0.0043 memory: 579 2022/08/07 01:17:59 - mmengine - INFO - Epoch(val) [9][5120/6282] eta: 0:00:42 time: 0.0368 data_time: 0.0034 memory: 579 2022/08/07 01:18:00 - mmengine - INFO - Epoch(val) [9][5140/6282] eta: 0:00:45 time: 0.0397 data_time: 0.0036 memory: 577 2022/08/07 01:18:01 - mmengine - INFO - Epoch(val) [9][5160/6282] eta: 0:00:41 time: 0.0369 data_time: 0.0034 memory: 577 2022/08/07 01:18:01 - mmengine - INFO - Epoch(val) [9][5180/6282] eta: 0:00:44 time: 0.0407 data_time: 0.0049 memory: 577 2022/08/07 01:18:02 - mmengine - INFO - Epoch(val) [9][5200/6282] eta: 0:00:42 time: 0.0390 data_time: 0.0036 memory: 577 2022/08/07 01:18:03 - mmengine - INFO - Epoch(val) [9][5220/6282] eta: 0:00:44 time: 0.0415 data_time: 0.0037 memory: 577 2022/08/07 01:18:04 - mmengine - INFO - Epoch(val) [9][5240/6282] eta: 0:00:40 time: 0.0392 data_time: 0.0037 memory: 576 2022/08/07 01:18:05 - mmengine - INFO - Epoch(val) [9][5260/6282] eta: 0:00:42 time: 0.0415 data_time: 0.0033 memory: 576 2022/08/07 01:18:05 - mmengine - INFO - Epoch(val) [9][5280/6282] eta: 0:00:39 time: 0.0392 data_time: 0.0039 memory: 576 2022/08/07 01:18:06 - mmengine - INFO - Epoch(val) [9][5300/6282] eta: 0:00:39 time: 0.0398 data_time: 0.0041 memory: 576 2022/08/07 01:18:07 - mmengine - INFO - Epoch(val) [9][5320/6282] eta: 0:00:36 time: 0.0380 data_time: 0.0039 memory: 577 2022/08/07 01:18:08 - mmengine - INFO - Epoch(val) [9][5340/6282] eta: 0:00:36 time: 0.0392 data_time: 0.0045 memory: 577 2022/08/07 01:18:09 - mmengine - INFO - Epoch(val) [9][5360/6282] eta: 0:00:36 time: 0.0392 data_time: 0.0032 memory: 577 2022/08/07 01:18:09 - mmengine - INFO - Epoch(val) [9][5380/6282] eta: 0:00:36 time: 0.0408 data_time: 0.0051 memory: 577 2022/08/07 01:18:10 - mmengine - INFO - Epoch(val) [9][5400/6282] eta: 0:00:38 time: 0.0436 data_time: 0.0044 memory: 577 2022/08/07 01:18:11 - mmengine - INFO - Epoch(val) [9][5420/6282] eta: 0:00:36 time: 0.0421 data_time: 0.0049 memory: 577 2022/08/07 01:18:12 - mmengine - INFO - Epoch(val) [9][5440/6282] eta: 0:00:33 time: 0.0399 data_time: 0.0042 memory: 577 2022/08/07 01:18:13 - mmengine - INFO - Epoch(val) [9][5460/6282] eta: 0:00:30 time: 0.0377 data_time: 0.0030 memory: 577 2022/08/07 01:18:14 - mmengine - INFO - Epoch(val) [9][5480/6282] eta: 0:00:30 time: 0.0375 data_time: 0.0045 memory: 577 2022/08/07 01:18:14 - mmengine - INFO - Epoch(val) [9][5500/6282] eta: 0:00:30 time: 0.0387 data_time: 0.0043 memory: 577 2022/08/07 01:18:16 - mmengine - INFO - Epoch(val) [9][5520/6282] eta: 0:00:46 time: 0.0616 data_time: 0.0040 memory: 588 2022/08/07 01:18:16 - mmengine - INFO - Epoch(val) [9][5540/6282] eta: 0:00:30 time: 0.0407 data_time: 0.0036 memory: 588 2022/08/07 01:18:17 - mmengine - INFO - Epoch(val) [9][5560/6282] eta: 0:00:28 time: 0.0402 data_time: 0.0051 memory: 588 2022/08/07 01:18:18 - mmengine - INFO - Epoch(val) [9][5580/6282] eta: 0:00:25 time: 0.0360 data_time: 0.0032 memory: 588 2022/08/07 01:18:19 - mmengine - INFO - Epoch(val) [9][5600/6282] eta: 0:00:27 time: 0.0407 data_time: 0.0043 memory: 588 2022/08/07 01:18:20 - mmengine - INFO - Epoch(val) [9][5620/6282] eta: 0:00:27 time: 0.0416 data_time: 0.0055 memory: 588 2022/08/07 01:18:20 - mmengine - INFO - Epoch(val) [9][5640/6282] eta: 0:00:25 time: 0.0402 data_time: 0.0036 memory: 577 2022/08/07 01:18:21 - mmengine - INFO - Epoch(val) [9][5660/6282] eta: 0:00:24 time: 0.0400 data_time: 0.0033 memory: 577 2022/08/07 01:18:22 - mmengine - INFO - Epoch(val) [9][5680/6282] eta: 0:00:24 time: 0.0405 data_time: 0.0049 memory: 577 2022/08/07 01:18:23 - mmengine - INFO - Epoch(val) [9][5700/6282] eta: 0:00:24 time: 0.0424 data_time: 0.0042 memory: 577 2022/08/07 01:18:24 - mmengine - INFO - Epoch(val) [9][5720/6282] eta: 0:00:23 time: 0.0419 data_time: 0.0046 memory: 594 2022/08/07 01:18:25 - mmengine - INFO - Epoch(val) [9][5740/6282] eta: 0:00:25 time: 0.0467 data_time: 0.0051 memory: 594 2022/08/07 01:18:25 - mmengine - INFO - Epoch(val) [9][5760/6282] eta: 0:00:20 time: 0.0401 data_time: 0.0053 memory: 594 2022/08/07 01:18:26 - mmengine - INFO - Epoch(val) [9][5780/6282] eta: 0:00:20 time: 0.0418 data_time: 0.0048 memory: 594 2022/08/07 01:18:27 - mmengine - INFO - Epoch(val) [9][5800/6282] eta: 0:00:18 time: 0.0389 data_time: 0.0046 memory: 594 2022/08/07 01:18:28 - mmengine - INFO - Epoch(val) [9][5820/6282] eta: 0:00:18 time: 0.0406 data_time: 0.0074 memory: 594 2022/08/07 01:18:29 - mmengine - INFO - Epoch(val) [9][5840/6282] eta: 0:00:18 time: 0.0413 data_time: 0.0063 memory: 588 2022/08/07 01:18:30 - mmengine - INFO - Epoch(val) [9][5860/6282] eta: 0:00:16 time: 0.0395 data_time: 0.0034 memory: 588 2022/08/07 01:18:30 - mmengine - INFO - Epoch(val) [9][5880/6282] eta: 0:00:17 time: 0.0425 data_time: 0.0054 memory: 588 2022/08/07 01:18:31 - mmengine - INFO - Epoch(val) [9][5900/6282] eta: 0:00:15 time: 0.0409 data_time: 0.0033 memory: 588 2022/08/07 01:18:32 - mmengine - INFO - Epoch(val) [9][5920/6282] eta: 0:00:13 time: 0.0383 data_time: 0.0036 memory: 588 2022/08/07 01:18:33 - mmengine - INFO - Epoch(val) [9][5940/6282] eta: 0:00:13 time: 0.0400 data_time: 0.0064 memory: 577 2022/08/07 01:18:34 - mmengine - INFO - Epoch(val) [9][5960/6282] eta: 0:00:13 time: 0.0429 data_time: 0.0034 memory: 577 2022/08/07 01:18:35 - mmengine - INFO - Epoch(val) [9][5980/6282] eta: 0:00:21 time: 0.0717 data_time: 0.0065 memory: 577 2022/08/07 01:18:36 - mmengine - INFO - Epoch(val) [9][6000/6282] eta: 0:00:12 time: 0.0435 data_time: 0.0048 memory: 606 2022/08/07 01:18:37 - mmengine - INFO - Epoch(val) [9][6020/6282] eta: 0:00:10 time: 0.0411 data_time: 0.0048 memory: 606 2022/08/07 01:18:38 - mmengine - INFO - Epoch(val) [9][6040/6282] eta: 0:00:09 time: 0.0411 data_time: 0.0045 memory: 606 2022/08/07 01:18:39 - mmengine - INFO - Epoch(val) [9][6060/6282] eta: 0:00:09 time: 0.0423 data_time: 0.0053 memory: 606 2022/08/07 01:18:39 - mmengine - INFO - Epoch(val) [9][6080/6282] eta: 0:00:08 time: 0.0415 data_time: 0.0053 memory: 606 2022/08/07 01:18:40 - mmengine - INFO - Epoch(val) [9][6100/6282] eta: 0:00:06 time: 0.0382 data_time: 0.0043 memory: 606 2022/08/07 01:18:41 - mmengine - INFO - Epoch(val) [9][6120/6282] eta: 0:00:05 time: 0.0329 data_time: 0.0025 memory: 606 2022/08/07 01:18:41 - mmengine - INFO - Epoch(val) [9][6140/6282] eta: 0:00:03 time: 0.0257 data_time: 0.0017 memory: 606 2022/08/07 01:18:42 - mmengine - INFO - Epoch(val) [9][6160/6282] eta: 0:00:02 time: 0.0202 data_time: 0.0013 memory: 606 2022/08/07 01:18:42 - mmengine - INFO - Epoch(val) [9][6180/6282] eta: 0:00:02 time: 0.0199 data_time: 0.0013 memory: 606 2022/08/07 01:18:43 - mmengine - INFO - Epoch(val) [9][6200/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 01:18:43 - mmengine - INFO - Epoch(val) [9][6220/6282] eta: 0:00:01 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 01:18:43 - mmengine - INFO - Epoch(val) [9][6240/6282] eta: 0:00:00 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 01:18:44 - mmengine - INFO - Epoch(val) [9][6260/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 01:18:44 - mmengine - INFO - Epoch(val) [9][6280/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 01:22:58 - mmengine - INFO - Epoch(val) [9][6282/6282] mAP/mAP@0.5IOU: 0.2073 2022/08/07 01:22:58 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/ava_slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_9.pth is removed 2022/08/07 01:23:00 - mmengine - INFO - The best checkpoint with 0.2073 mAP/mAP@0.5IOU at 10 epoch is saved to best_mAP/mAP@0.5IOU_epoch_10.pth. 2022/08/07 01:23:08 - mmengine - INFO - Epoch(train) [10][20/1441] lr: 2.0000e-01 eta: 1:44:34 time: 0.3914 data_time: 0.0419 memory: 8503 grad_norm: 0.1066 recall@thr=0.5: 0.6870 prec@thr=0.5: 0.8415 recall@top3: 0.8394 prec@top3: 0.6829 recall@top5: 0.9390 prec@top5: 0.4683 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 01:23:12 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 01:23:16 - mmengine - INFO - Epoch(train) [10][40/1441] lr: 2.0000e-01 eta: 1:44:26 time: 0.3997 data_time: 0.0288 memory: 8503 grad_norm: 0.1142 recall@thr=0.5: 0.7024 prec@thr=0.5: 0.7670 recall@top3: 0.7942 prec@top3: 0.6735 recall@top5: 0.9660 prec@top5: 0.5020 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 01:23:24 - mmengine - INFO - Epoch(train) [10][60/1441] lr: 2.0000e-01 eta: 1:44:18 time: 0.3754 data_time: 0.0214 memory: 8503 grad_norm: 0.1088 recall@thr=0.5: 0.6438 prec@thr=0.5: 0.6875 recall@top3: 0.7583 prec@top3: 0.7333 recall@top5: 0.8292 prec@top5: 0.4850 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 01:23:31 - mmengine - INFO - Epoch(train) [10][80/1441] lr: 2.0000e-01 eta: 1:44:09 time: 0.3694 data_time: 0.0206 memory: 8503 grad_norm: 0.1162 recall@thr=0.5: 0.6402 prec@thr=0.5: 0.6629 recall@top3: 0.7955 prec@top3: 0.5076 recall@top5: 0.9394 prec@top5: 0.3591 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 01:23:39 - mmengine - INFO - Epoch(train) [10][100/1441] lr: 2.0000e-01 eta: 1:44:02 time: 0.4183 data_time: 0.0243 memory: 8503 grad_norm: 0.1113 recall@thr=0.5: 0.7550 prec@thr=0.5: 0.7917 recall@top3: 0.9142 prec@top3: 0.7417 recall@top5: 0.9638 prec@top5: 0.4850 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 01:23:47 - mmengine - INFO - Epoch(train) [10][120/1441] lr: 2.0000e-01 eta: 1:43:53 time: 0.3715 data_time: 0.0196 memory: 8503 grad_norm: 0.1132 recall@thr=0.5: 0.7254 prec@thr=0.5: 0.6364 recall@top3: 0.7614 prec@top3: 0.5985 recall@top5: 0.9148 prec@top5: 0.4409 loss_action_cls: 0.0434 loss: 0.0434 2022/08/07 01:23:55 - mmengine - INFO - Epoch(train) [10][140/1441] lr: 2.0000e-01 eta: 1:43:45 time: 0.3913 data_time: 0.0219 memory: 8503 grad_norm: 0.1179 recall@thr=0.5: 0.7216 prec@thr=0.5: 0.6738 recall@top3: 0.8333 prec@top3: 0.4823 recall@top5: 0.9894 prec@top5: 0.3447 loss_action_cls: 0.0466 loss: 0.0466 2022/08/07 01:24:03 - mmengine - INFO - Epoch(train) [10][160/1441] lr: 2.0000e-01 eta: 1:43:37 time: 0.3955 data_time: 0.0184 memory: 8503 grad_norm: 0.1184 recall@thr=0.5: 0.6685 prec@thr=0.5: 0.7167 recall@top3: 0.7926 prec@top3: 0.6519 recall@top5: 0.9296 prec@top5: 0.4711 loss_action_cls: 0.0443 loss: 0.0443 2022/08/07 01:24:10 - mmengine - INFO - Epoch(train) [10][180/1441] lr: 2.0000e-01 eta: 1:43:29 time: 0.3948 data_time: 0.0327 memory: 8503 grad_norm: 0.1105 recall@thr=0.5: 0.5682 prec@thr=0.5: 0.6970 recall@top3: 0.7083 prec@top3: 0.5985 recall@top5: 0.8902 prec@top5: 0.4682 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 01:24:19 - mmengine - INFO - Epoch(train) [10][200/1441] lr: 2.0000e-01 eta: 1:43:22 time: 0.4129 data_time: 0.0185 memory: 8503 grad_norm: 0.1163 recall@thr=0.5: 0.6951 prec@thr=0.5: 0.7014 recall@top3: 0.7559 prec@top3: 0.6250 recall@top5: 0.9465 prec@top5: 0.4667 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 01:24:26 - mmengine - INFO - Epoch(train) [10][220/1441] lr: 2.0000e-01 eta: 1:43:13 time: 0.3769 data_time: 0.0220 memory: 8503 grad_norm: 0.1122 recall@thr=0.5: 0.7114 prec@thr=0.5: 0.8750 recall@top3: 0.8924 prec@top3: 0.7045 recall@top5: 0.9697 prec@top5: 0.4773 loss_action_cls: 0.0424 loss: 0.0424 2022/08/07 01:24:34 - mmengine - INFO - Epoch(train) [10][240/1441] lr: 2.0000e-01 eta: 1:43:05 time: 0.3770 data_time: 0.0181 memory: 8503 grad_norm: 0.1157 recall@thr=0.5: 0.7699 prec@thr=0.5: 0.8754 recall@top3: 0.8514 prec@top3: 0.7391 recall@top5: 0.9312 prec@top5: 0.4913 loss_action_cls: 0.0432 loss: 0.0432 2022/08/07 01:24:42 - mmengine - INFO - Epoch(train) [10][260/1441] lr: 2.0000e-01 eta: 1:42:57 time: 0.4149 data_time: 0.0206 memory: 8503 grad_norm: 0.1123 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.7255 recall@top3: 0.8644 prec@top3: 0.6144 recall@top5: 0.9248 prec@top5: 0.4039 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 01:24:50 - mmengine - INFO - Epoch(train) [10][280/1441] lr: 2.0000e-01 eta: 1:42:49 time: 0.3764 data_time: 0.0174 memory: 8503 grad_norm: 0.1140 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.8125 recall@top3: 0.8333 prec@top3: 0.6750 recall@top5: 0.9750 prec@top5: 0.4700 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 01:24:58 - mmengine - INFO - Epoch(train) [10][300/1441] lr: 2.0000e-01 eta: 1:42:41 time: 0.4036 data_time: 0.0248 memory: 8503 grad_norm: 0.1137 recall@thr=0.5: 0.6488 prec@thr=0.5: 0.7262 recall@top3: 0.8016 prec@top3: 0.6825 recall@top5: 0.9563 prec@top5: 0.5000 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 01:25:05 - mmengine - INFO - Epoch(train) [10][320/1441] lr: 2.0000e-01 eta: 1:42:33 time: 0.3739 data_time: 0.0182 memory: 8503 grad_norm: 0.1150 recall@thr=0.5: 0.6848 prec@thr=0.5: 0.8116 recall@top3: 0.8569 prec@top3: 0.7174 recall@top5: 0.9783 prec@top5: 0.5043 loss_action_cls: 0.0400 loss: 0.0400 2022/08/07 01:25:13 - mmengine - INFO - Epoch(train) [10][340/1441] lr: 2.0000e-01 eta: 1:42:25 time: 0.3824 data_time: 0.0231 memory: 8503 grad_norm: 0.1228 recall@thr=0.5: 0.7232 prec@thr=0.5: 0.8013 recall@top3: 0.8709 prec@top3: 0.7647 recall@top5: 0.9670 prec@top5: 0.5176 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 01:25:21 - mmengine - INFO - Epoch(train) [10][360/1441] lr: 2.0000e-01 eta: 1:42:17 time: 0.4171 data_time: 0.0183 memory: 8503 grad_norm: 0.1167 recall@thr=0.5: 0.5855 prec@thr=0.5: 0.6325 recall@top3: 0.6111 prec@top3: 0.4701 recall@top5: 0.7991 prec@top5: 0.3590 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 01:25:29 - mmengine - INFO - Epoch(train) [10][380/1441] lr: 2.0000e-01 eta: 1:42:09 time: 0.3879 data_time: 0.0217 memory: 8503 grad_norm: 0.1141 recall@thr=0.5: 0.3710 prec@thr=0.5: 0.5161 recall@top3: 0.6371 prec@top3: 0.5591 recall@top5: 0.8710 prec@top5: 0.4452 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 01:25:37 - mmengine - INFO - Epoch(train) [10][400/1441] lr: 2.0000e-01 eta: 1:42:01 time: 0.4051 data_time: 0.0180 memory: 8503 grad_norm: 0.1097 recall@thr=0.5: 0.6562 prec@thr=0.5: 0.7747 recall@top3: 0.7487 prec@top3: 0.7083 recall@top5: 0.9440 prec@top5: 0.5187 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 01:25:45 - mmengine - INFO - Epoch(train) [10][420/1441] lr: 2.0000e-01 eta: 1:41:53 time: 0.3790 data_time: 0.0232 memory: 8503 grad_norm: 0.1113 recall@thr=0.5: 0.6246 prec@thr=0.5: 0.7063 recall@top3: 0.7853 prec@top3: 0.6270 recall@top5: 0.9357 prec@top5: 0.4667 loss_action_cls: 0.0439 loss: 0.0439 2022/08/07 01:25:53 - mmengine - INFO - Epoch(train) [10][440/1441] lr: 2.0000e-01 eta: 1:41:45 time: 0.4024 data_time: 0.0286 memory: 8503 grad_norm: 0.1167 recall@thr=0.5: 0.6907 prec@thr=0.5: 0.7868 recall@top3: 0.7822 prec@top3: 0.6667 recall@top5: 0.9798 prec@top5: 0.5256 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 01:26:01 - mmengine - INFO - Epoch(train) [10][460/1441] lr: 2.0000e-01 eta: 1:41:38 time: 0.4120 data_time: 0.0226 memory: 8503 grad_norm: 0.1140 recall@thr=0.5: 0.5833 prec@thr=0.5: 0.7763 recall@top3: 0.7719 prec@top3: 0.6257 recall@top5: 0.9254 prec@top5: 0.4667 loss_action_cls: 0.0456 loss: 0.0456 2022/08/07 01:26:09 - mmengine - INFO - Epoch(train) [10][480/1441] lr: 2.0000e-01 eta: 1:41:30 time: 0.3981 data_time: 0.0184 memory: 8503 grad_norm: 0.1142 recall@thr=0.5: 0.6642 prec@thr=0.5: 0.7208 recall@top3: 0.7479 prec@top3: 0.6083 recall@top5: 0.8796 prec@top5: 0.4450 loss_action_cls: 0.0456 loss: 0.0456 2022/08/07 01:26:17 - mmengine - INFO - Epoch(train) [10][500/1441] lr: 2.0000e-01 eta: 1:41:22 time: 0.4023 data_time: 0.0214 memory: 8503 grad_norm: 0.1117 recall@thr=0.5: 0.7365 prec@thr=0.5: 0.7698 recall@top3: 0.7944 prec@top3: 0.6508 recall@top5: 0.9643 prec@top5: 0.4952 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 01:26:24 - mmengine - INFO - Epoch(train) [10][520/1441] lr: 2.0000e-01 eta: 1:41:13 time: 0.3686 data_time: 0.0187 memory: 8503 grad_norm: 0.1121 recall@thr=0.5: 0.6235 prec@thr=0.5: 0.6713 recall@top3: 0.7731 prec@top3: 0.6358 recall@top5: 0.8935 prec@top5: 0.4556 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 01:26:32 - mmengine - INFO - Epoch(train) [10][540/1441] lr: 2.0000e-01 eta: 1:41:06 time: 0.3989 data_time: 0.0228 memory: 8503 grad_norm: 0.1144 recall@thr=0.5: 0.7433 prec@thr=0.5: 0.8404 recall@top3: 0.8131 prec@top3: 0.7021 recall@top5: 0.9262 prec@top5: 0.4936 loss_action_cls: 0.0419 loss: 0.0419 2022/08/07 01:26:40 - mmengine - INFO - Epoch(train) [10][560/1441] lr: 2.0000e-01 eta: 1:40:58 time: 0.3950 data_time: 0.0189 memory: 8503 grad_norm: 0.1129 recall@thr=0.5: 0.7207 prec@thr=0.5: 0.7703 recall@top3: 0.8829 prec@top3: 0.5766 recall@top5: 1.0000 prec@top5: 0.4000 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 01:26:48 - mmengine - INFO - Epoch(train) [10][580/1441] lr: 2.0000e-01 eta: 1:40:49 time: 0.3903 data_time: 0.0206 memory: 8503 grad_norm: 0.1137 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.7530 recall@top3: 0.7655 prec@top3: 0.5476 recall@top5: 0.9018 prec@top5: 0.4107 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 01:26:55 - mmengine - INFO - Epoch(train) [10][600/1441] lr: 2.0000e-01 eta: 1:40:41 time: 0.3760 data_time: 0.0171 memory: 8503 grad_norm: 0.1165 recall@thr=0.5: 0.7183 prec@thr=0.5: 0.7698 recall@top3: 0.8036 prec@top3: 0.5635 recall@top5: 0.9405 prec@top5: 0.4190 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 01:27:03 - mmengine - INFO - Epoch(train) [10][620/1441] lr: 2.0000e-01 eta: 1:40:33 time: 0.3886 data_time: 0.0201 memory: 8503 grad_norm: 0.1175 recall@thr=0.5: 0.8217 prec@thr=0.5: 0.8895 recall@top3: 0.8760 prec@top3: 0.6124 recall@top5: 0.9574 prec@top5: 0.4093 loss_action_cls: 0.0419 loss: 0.0419 2022/08/07 01:27:11 - mmengine - INFO - Epoch(train) [10][640/1441] lr: 2.0000e-01 eta: 1:40:25 time: 0.3877 data_time: 0.0229 memory: 8503 grad_norm: 0.1185 recall@thr=0.5: 0.7391 prec@thr=0.5: 0.7536 recall@top3: 0.8351 prec@top3: 0.7029 recall@top5: 0.9457 prec@top5: 0.4696 loss_action_cls: 0.0418 loss: 0.0418 2022/08/07 01:27:19 - mmengine - INFO - Epoch(train) [10][660/1441] lr: 2.0000e-01 eta: 1:40:17 time: 0.3939 data_time: 0.0221 memory: 8503 grad_norm: 0.1183 recall@thr=0.5: 0.6346 prec@thr=0.5: 0.7585 recall@top3: 0.7906 prec@top3: 0.5385 recall@top5: 0.9316 prec@top5: 0.3795 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 01:27:26 - mmengine - INFO - Epoch(train) [10][680/1441] lr: 2.0000e-01 eta: 1:40:08 time: 0.3723 data_time: 0.0231 memory: 8503 grad_norm: 0.1131 recall@thr=0.5: 0.7021 prec@thr=0.5: 0.7057 recall@top3: 0.8298 prec@top3: 0.6170 recall@top5: 0.9840 prec@top5: 0.4426 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 01:27:34 - mmengine - INFO - Epoch(train) [10][700/1441] lr: 2.0000e-01 eta: 1:40:00 time: 0.3744 data_time: 0.0233 memory: 8503 grad_norm: 0.1116 recall@thr=0.5: 0.7631 prec@thr=0.5: 0.8072 recall@top3: 0.8137 prec@top3: 0.6928 recall@top5: 0.9771 prec@top5: 0.5176 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 01:27:42 - mmengine - INFO - Epoch(train) [10][720/1441] lr: 2.0000e-01 eta: 1:39:52 time: 0.3959 data_time: 0.0207 memory: 8503 grad_norm: 0.1115 recall@thr=0.5: 0.8034 prec@thr=0.5: 0.8611 recall@top3: 0.8483 prec@top3: 0.7094 recall@top5: 0.9402 prec@top5: 0.4872 loss_action_cls: 0.0445 loss: 0.0445 2022/08/07 01:27:50 - mmengine - INFO - Epoch(train) [10][740/1441] lr: 2.0000e-01 eta: 1:39:44 time: 0.3895 data_time: 0.0195 memory: 8503 grad_norm: 0.1132 recall@thr=0.5: 0.7745 prec@thr=0.5: 0.8627 recall@top3: 0.8725 prec@top3: 0.6536 recall@top5: 0.9935 prec@top5: 0.4510 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 01:27:57 - mmengine - INFO - Epoch(train) [10][760/1441] lr: 2.0000e-01 eta: 1:39:36 time: 0.3953 data_time: 0.0186 memory: 8503 grad_norm: 0.1131 recall@thr=0.5: 0.7558 prec@thr=0.5: 0.8023 recall@top3: 0.8430 prec@top3: 0.6977 recall@top5: 0.8953 prec@top5: 0.4512 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 01:28:05 - mmengine - INFO - Epoch(train) [10][780/1441] lr: 2.0000e-01 eta: 1:39:28 time: 0.3910 data_time: 0.0366 memory: 8503 grad_norm: 0.1112 recall@thr=0.5: 0.5979 prec@thr=0.5: 0.7217 recall@top3: 0.7396 prec@top3: 0.6333 recall@top5: 0.9125 prec@top5: 0.4550 loss_action_cls: 0.0434 loss: 0.0434 2022/08/07 01:28:13 - mmengine - INFO - Epoch(train) [10][800/1441] lr: 2.0000e-01 eta: 1:39:20 time: 0.3783 data_time: 0.0243 memory: 8503 grad_norm: 0.1135 recall@thr=0.5: 0.6806 prec@thr=0.5: 0.7302 recall@top3: 0.7976 prec@top3: 0.5714 recall@top5: 0.9325 prec@top5: 0.4095 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 01:28:21 - mmengine - INFO - Epoch(train) [10][820/1441] lr: 2.0000e-01 eta: 1:39:13 time: 0.4253 data_time: 0.0265 memory: 8503 grad_norm: 0.1176 recall@thr=0.5: 0.7010 prec@thr=0.5: 0.7631 recall@top3: 0.8039 prec@top3: 0.6797 recall@top5: 0.9722 prec@top5: 0.5137 loss_action_cls: 0.0408 loss: 0.0408 2022/08/07 01:28:29 - mmengine - INFO - Epoch(train) [10][840/1441] lr: 2.0000e-01 eta: 1:39:04 time: 0.3789 data_time: 0.0244 memory: 8503 grad_norm: 0.1176 recall@thr=0.5: 0.6421 prec@thr=0.5: 0.7719 recall@top3: 0.7535 prec@top3: 0.6228 recall@top5: 0.9000 prec@top5: 0.4632 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 01:28:37 - mmengine - INFO - Epoch(train) [10][860/1441] lr: 2.0000e-01 eta: 1:38:57 time: 0.4128 data_time: 0.0235 memory: 8503 grad_norm: 0.1124 recall@thr=0.5: 0.6647 prec@thr=0.5: 0.7143 recall@top3: 0.7321 prec@top3: 0.5873 recall@top5: 0.9048 prec@top5: 0.4524 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 01:28:45 - mmengine - INFO - Epoch(train) [10][880/1441] lr: 2.0000e-01 eta: 1:38:49 time: 0.3875 data_time: 0.0263 memory: 8503 grad_norm: 0.1134 recall@thr=0.5: 0.6268 prec@thr=0.5: 0.7120 recall@top3: 0.7554 prec@top3: 0.6159 recall@top5: 0.9257 prec@top5: 0.4609 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 01:28:53 - mmengine - INFO - Epoch(train) [10][900/1441] lr: 2.0000e-01 eta: 1:38:41 time: 0.4011 data_time: 0.0164 memory: 8503 grad_norm: 0.1138 recall@thr=0.5: 0.7033 prec@thr=0.5: 0.8417 recall@top3: 0.8117 prec@top3: 0.6067 recall@top5: 0.9617 prec@top5: 0.4440 loss_action_cls: 0.0411 loss: 0.0411 2022/08/07 01:29:01 - mmengine - INFO - Epoch(train) [10][920/1441] lr: 2.0000e-01 eta: 1:38:33 time: 0.4222 data_time: 0.0274 memory: 8503 grad_norm: 0.1174 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8098 recall@top3: 0.8394 prec@top3: 0.6212 recall@top5: 0.9303 prec@top5: 0.4364 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 01:29:10 - mmengine - INFO - Epoch(train) [10][940/1441] lr: 2.0000e-01 eta: 1:38:26 time: 0.4230 data_time: 0.0214 memory: 8503 grad_norm: 0.1139 recall@thr=0.5: 0.7787 prec@thr=0.5: 0.8300 recall@top3: 0.8637 prec@top3: 0.6533 recall@top5: 0.9627 prec@top5: 0.4600 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 01:29:18 - mmengine - INFO - Epoch(train) [10][960/1441] lr: 2.0000e-01 eta: 1:38:18 time: 0.3857 data_time: 0.0266 memory: 8503 grad_norm: 0.1146 recall@thr=0.5: 0.6895 prec@thr=0.5: 0.8212 recall@top3: 0.7707 prec@top3: 0.7419 recall@top5: 0.9532 prec@top5: 0.5548 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 01:29:25 - mmengine - INFO - Epoch(train) [10][980/1441] lr: 2.0000e-01 eta: 1:38:10 time: 0.3857 data_time: 0.0186 memory: 8503 grad_norm: 0.1193 recall@thr=0.5: 0.7032 prec@thr=0.5: 0.7928 recall@top3: 0.7869 prec@top3: 0.6486 recall@top5: 0.9550 prec@top5: 0.4703 loss_action_cls: 0.0430 loss: 0.0430 2022/08/07 01:29:34 - mmengine - INFO - Epoch(train) [10][1000/1441] lr: 2.0000e-01 eta: 1:38:03 time: 0.4365 data_time: 0.0272 memory: 8503 grad_norm: 0.1130 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.7556 recall@top3: 0.8167 prec@top3: 0.6000 recall@top5: 0.8907 prec@top5: 0.4044 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 01:29:42 - mmengine - INFO - Epoch(train) [10][1020/1441] lr: 2.0000e-01 eta: 1:37:55 time: 0.3905 data_time: 0.0163 memory: 8503 grad_norm: 0.1122 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.7743 recall@top3: 0.8646 prec@top3: 0.5764 recall@top5: 1.0000 prec@top5: 0.4083 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 01:29:47 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 01:29:50 - mmengine - INFO - Epoch(train) [10][1040/1441] lr: 2.0000e-01 eta: 1:37:47 time: 0.4181 data_time: 0.0270 memory: 8503 grad_norm: 0.1127 recall@thr=0.5: 0.7392 prec@thr=0.5: 0.7861 recall@top3: 0.7781 prec@top3: 0.7222 recall@top5: 0.9269 prec@top5: 0.5300 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 01:29:58 - mmengine - INFO - Epoch(train) [10][1060/1441] lr: 2.0000e-01 eta: 1:37:39 time: 0.3960 data_time: 0.0182 memory: 8503 grad_norm: 0.1169 recall@thr=0.5: 0.8095 prec@thr=0.5: 0.9325 recall@top3: 0.8313 prec@top3: 0.7778 recall@top5: 0.9563 prec@top5: 0.5429 loss_action_cls: 0.0415 loss: 0.0415 2022/08/07 01:30:07 - mmengine - INFO - Epoch(train) [10][1080/1441] lr: 2.0000e-01 eta: 1:37:32 time: 0.4357 data_time: 0.0332 memory: 8503 grad_norm: 0.1140 recall@thr=0.5: 0.7418 prec@thr=0.5: 0.8203 recall@top3: 0.8546 prec@top3: 0.6928 recall@top5: 0.9559 prec@top5: 0.4627 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 01:30:15 - mmengine - INFO - Epoch(train) [10][1100/1441] lr: 2.0000e-01 eta: 1:37:24 time: 0.3901 data_time: 0.0185 memory: 8503 grad_norm: 0.1157 recall@thr=0.5: 0.7639 prec@thr=0.5: 0.8576 recall@top3: 0.8559 prec@top3: 0.7083 recall@top5: 0.9635 prec@top5: 0.4958 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 01:30:23 - mmengine - INFO - Epoch(train) [10][1120/1441] lr: 2.0000e-01 eta: 1:37:17 time: 0.4281 data_time: 0.0251 memory: 8503 grad_norm: 0.1149 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.7333 recall@top3: 0.8091 prec@top3: 0.6606 recall@top5: 0.9667 prec@top5: 0.4691 loss_action_cls: 0.0408 loss: 0.0408 2022/08/07 01:30:31 - mmengine - INFO - Epoch(train) [10][1140/1441] lr: 2.0000e-01 eta: 1:37:09 time: 0.3926 data_time: 0.0155 memory: 8503 grad_norm: 0.1140 recall@thr=0.5: 0.7676 prec@thr=0.5: 0.7258 recall@top3: 0.7779 prec@top3: 0.6424 recall@top5: 0.9442 prec@top5: 0.4764 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 01:30:39 - mmengine - INFO - Epoch(train) [10][1160/1441] lr: 2.0000e-01 eta: 1:37:01 time: 0.4095 data_time: 0.0230 memory: 8503 grad_norm: 0.1148 recall@thr=0.5: 0.6259 prec@thr=0.5: 0.7857 recall@top3: 0.7908 prec@top3: 0.7007 recall@top5: 0.9099 prec@top5: 0.4857 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 01:30:47 - mmengine - INFO - Epoch(train) [10][1180/1441] lr: 2.0000e-01 eta: 1:36:53 time: 0.3957 data_time: 0.0163 memory: 8503 grad_norm: 0.1120 recall@thr=0.5: 0.5581 prec@thr=0.5: 0.7674 recall@top3: 0.7674 prec@top3: 0.6744 recall@top5: 0.9050 prec@top5: 0.4884 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 01:30:55 - mmengine - INFO - Epoch(train) [10][1200/1441] lr: 2.0000e-01 eta: 1:36:45 time: 0.3845 data_time: 0.0231 memory: 8503 grad_norm: 0.1151 recall@thr=0.5: 0.6718 prec@thr=0.5: 0.8632 recall@top3: 0.7979 prec@top3: 0.6923 recall@top5: 0.9487 prec@top5: 0.5128 loss_action_cls: 0.0433 loss: 0.0433 2022/08/07 01:31:03 - mmengine - INFO - Epoch(train) [10][1220/1441] lr: 2.0000e-01 eta: 1:36:37 time: 0.4077 data_time: 0.0179 memory: 8503 grad_norm: 0.1154 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.8111 recall@top3: 0.7481 prec@top3: 0.7481 recall@top5: 0.8963 prec@top5: 0.5422 loss_action_cls: 0.0414 loss: 0.0414 2022/08/07 01:31:11 - mmengine - INFO - Epoch(train) [10][1240/1441] lr: 2.0000e-01 eta: 1:36:29 time: 0.3896 data_time: 0.0245 memory: 8503 grad_norm: 0.1144 recall@thr=0.5: 0.6799 prec@thr=0.5: 0.7727 recall@top3: 0.7992 prec@top3: 0.6136 recall@top5: 0.9659 prec@top5: 0.4545 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 01:31:19 - mmengine - INFO - Epoch(train) [10][1260/1441] lr: 2.0000e-01 eta: 1:36:22 time: 0.4283 data_time: 0.0185 memory: 8503 grad_norm: 0.1197 recall@thr=0.5: 0.6997 prec@thr=0.5: 0.7971 recall@top3: 0.7202 prec@top3: 0.6410 recall@top5: 0.9250 prec@top5: 0.5038 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 01:31:27 - mmengine - INFO - Epoch(train) [10][1280/1441] lr: 2.0000e-01 eta: 1:36:14 time: 0.3898 data_time: 0.0233 memory: 8503 grad_norm: 0.1172 recall@thr=0.5: 0.6744 prec@thr=0.5: 0.7481 recall@top3: 0.7636 prec@top3: 0.5581 recall@top5: 0.9767 prec@top5: 0.4279 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 01:31:35 - mmengine - INFO - Epoch(train) [10][1300/1441] lr: 2.0000e-01 eta: 1:36:06 time: 0.3893 data_time: 0.0171 memory: 8503 grad_norm: 0.1139 recall@thr=0.5: 0.7542 prec@thr=0.5: 0.7646 recall@top3: 0.8333 prec@top3: 0.7250 recall@top5: 0.9250 prec@top5: 0.5000 loss_action_cls: 0.0402 loss: 0.0402 2022/08/07 01:31:43 - mmengine - INFO - Epoch(train) [10][1320/1441] lr: 2.0000e-01 eta: 1:35:58 time: 0.4166 data_time: 0.0241 memory: 8503 grad_norm: 0.1096 recall@thr=0.5: 0.5891 prec@thr=0.5: 0.7054 recall@top3: 0.8120 prec@top3: 0.6899 recall@top5: 0.9360 prec@top5: 0.4837 loss_action_cls: 0.0422 loss: 0.0422 2022/08/07 01:31:51 - mmengine - INFO - Epoch(train) [10][1340/1441] lr: 2.0000e-01 eta: 1:35:50 time: 0.3864 data_time: 0.0164 memory: 8503 grad_norm: 0.1145 recall@thr=0.5: 0.6515 prec@thr=0.5: 0.7121 recall@top3: 0.7500 prec@top3: 0.5985 recall@top5: 0.9015 prec@top5: 0.4318 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 01:31:59 - mmengine - INFO - Epoch(train) [10][1360/1441] lr: 2.0000e-01 eta: 1:35:43 time: 0.4209 data_time: 0.0261 memory: 8503 grad_norm: 0.1158 recall@thr=0.5: 0.6200 prec@thr=0.5: 0.7452 recall@top3: 0.8324 prec@top3: 0.7143 recall@top5: 0.9133 prec@top5: 0.4857 loss_action_cls: 0.0419 loss: 0.0419 2022/08/07 01:32:07 - mmengine - INFO - Epoch(train) [10][1380/1441] lr: 2.0000e-01 eta: 1:35:35 time: 0.3843 data_time: 0.0172 memory: 8503 grad_norm: 0.1124 recall@thr=0.5: 0.5795 prec@thr=0.5: 0.7308 recall@top3: 0.7333 prec@top3: 0.6496 recall@top5: 0.8667 prec@top5: 0.4667 loss_action_cls: 0.0431 loss: 0.0431 2022/08/07 01:32:15 - mmengine - INFO - Epoch(train) [10][1400/1441] lr: 2.0000e-01 eta: 1:35:27 time: 0.3911 data_time: 0.0308 memory: 8503 grad_norm: 0.1137 recall@thr=0.5: 0.6474 prec@thr=0.5: 0.7778 recall@top3: 0.7970 prec@top3: 0.6581 recall@top5: 0.9402 prec@top5: 0.4718 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 01:32:23 - mmengine - INFO - Epoch(train) [10][1420/1441] lr: 2.0000e-01 eta: 1:35:19 time: 0.4155 data_time: 0.0173 memory: 8503 grad_norm: 0.1110 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.8300 recall@top3: 0.8033 prec@top3: 0.7467 recall@top5: 0.9400 prec@top5: 0.5360 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 01:32:31 - mmengine - INFO - Epoch(train) [10][1440/1441] lr: 2.0000e-01 eta: 1:35:11 time: 0.3869 data_time: 0.0221 memory: 8503 grad_norm: 0.1147 recall@thr=0.5: 0.6972 prec@thr=0.5: 0.7093 recall@top3: 0.7134 prec@top3: 0.6504 recall@top5: 0.9451 prec@top5: 0.5171 loss_action_cls: 0.0420 loss: 0.0420 2022/08/07 01:32:31 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 01:32:31 - mmengine - INFO - Epoch(train) [10][1441/1441] lr: 2.0000e-01 eta: 1:35:11 time: 0.3757 data_time: 0.0187 memory: 4495 grad_norm: 0.1174 recall@thr=0.5: 0.5873 prec@thr=0.5: 0.6667 recall@top3: 0.7143 prec@top3: 0.6032 recall@top5: 0.9206 prec@top5: 0.4762 loss_action_cls: 0.0423 loss: 0.0423 2022/08/07 01:32:31 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/08/07 01:32:37 - mmengine - INFO - Epoch(val) [10][20/6282] eta: 0:04:31 time: 0.0434 data_time: 0.0073 memory: 560 2022/08/07 01:32:38 - mmengine - INFO - Epoch(val) [10][40/6282] eta: 0:04:13 time: 0.0406 data_time: 0.0054 memory: 560 2022/08/07 01:32:39 - mmengine - INFO - Epoch(val) [10][60/6282] eta: 0:04:08 time: 0.0399 data_time: 0.0051 memory: 560 2022/08/07 01:32:40 - mmengine - INFO - Epoch(val) [10][80/6282] eta: 0:04:21 time: 0.0422 data_time: 0.0041 memory: 560 2022/08/07 01:32:40 - mmengine - INFO - Epoch(val) [10][100/6282] eta: 0:03:48 time: 0.0370 data_time: 0.0045 memory: 560 2022/08/07 01:32:41 - mmengine - INFO - Epoch(val) [10][120/6282] eta: 0:04:31 time: 0.0441 data_time: 0.0062 memory: 606 2022/08/07 01:32:42 - mmengine - INFO - Epoch(val) [10][140/6282] eta: 0:04:00 time: 0.0392 data_time: 0.0046 memory: 606 2022/08/07 01:32:43 - mmengine - INFO - Epoch(val) [10][160/6282] eta: 0:04:16 time: 0.0419 data_time: 0.0053 memory: 606 2022/08/07 01:32:44 - mmengine - INFO - Epoch(val) [10][180/6282] eta: 0:04:26 time: 0.0437 data_time: 0.0051 memory: 606 2022/08/07 01:32:45 - mmengine - INFO - Epoch(val) [10][200/6282] eta: 0:04:20 time: 0.0428 data_time: 0.0041 memory: 606 2022/08/07 01:32:45 - mmengine - INFO - Epoch(val) [10][220/6282] eta: 0:04:03 time: 0.0401 data_time: 0.0039 memory: 577 2022/08/07 01:32:47 - mmengine - INFO - Epoch(val) [10][240/6282] eta: 0:06:57 time: 0.0691 data_time: 0.0048 memory: 577 2022/08/07 01:32:48 - mmengine - INFO - Epoch(val) [10][260/6282] eta: 0:04:21 time: 0.0434 data_time: 0.0041 memory: 577 2022/08/07 01:32:49 - mmengine - INFO - Epoch(val) [10][280/6282] eta: 0:03:58 time: 0.0398 data_time: 0.0025 memory: 577 2022/08/07 01:32:49 - mmengine - INFO - Epoch(val) [10][300/6282] eta: 0:04:09 time: 0.0418 data_time: 0.0054 memory: 606 2022/08/07 01:32:50 - mmengine - INFO - Epoch(val) [10][320/6282] eta: 0:04:11 time: 0.0422 data_time: 0.0073 memory: 606 2022/08/07 01:32:51 - mmengine - INFO - Epoch(val) [10][340/6282] eta: 0:04:16 time: 0.0432 data_time: 0.0039 memory: 606 2022/08/07 01:32:52 - mmengine - INFO - Epoch(val) [10][360/6282] eta: 0:04:06 time: 0.0416 data_time: 0.0042 memory: 606 2022/08/07 01:32:53 - mmengine - INFO - Epoch(val) [10][380/6282] eta: 0:04:13 time: 0.0430 data_time: 0.0031 memory: 606 2022/08/07 01:32:54 - mmengine - INFO - Epoch(val) [10][400/6282] eta: 0:03:59 time: 0.0407 data_time: 0.0045 memory: 606 2022/08/07 01:32:54 - mmengine - INFO - Epoch(val) [10][420/6282] eta: 0:03:43 time: 0.0381 data_time: 0.0036 memory: 579 2022/08/07 01:32:55 - mmengine - INFO - Epoch(val) [10][440/6282] eta: 0:03:37 time: 0.0372 data_time: 0.0036 memory: 579 2022/08/07 01:32:56 - mmengine - INFO - Epoch(val) [10][460/6282] eta: 0:04:05 time: 0.0422 data_time: 0.0052 memory: 579 2022/08/07 01:32:57 - mmengine - INFO - Epoch(val) [10][480/6282] eta: 0:04:01 time: 0.0416 data_time: 0.0043 memory: 579 2022/08/07 01:32:58 - mmengine - INFO - Epoch(val) [10][500/6282] eta: 0:03:48 time: 0.0395 data_time: 0.0046 memory: 579 2022/08/07 01:32:58 - mmengine - INFO - Epoch(val) [10][520/6282] eta: 0:03:40 time: 0.0383 data_time: 0.0041 memory: 577 2022/08/07 01:32:59 - mmengine - INFO - Epoch(val) [10][540/6282] eta: 0:03:38 time: 0.0380 data_time: 0.0049 memory: 577 2022/08/07 01:33:00 - mmengine - INFO - Epoch(val) [10][560/6282] eta: 0:03:45 time: 0.0394 data_time: 0.0034 memory: 577 2022/08/07 01:33:01 - mmengine - INFO - Epoch(val) [10][580/6282] eta: 0:04:37 time: 0.0486 data_time: 0.0097 memory: 577 2022/08/07 01:33:02 - mmengine - INFO - Epoch(val) [10][600/6282] eta: 0:04:16 time: 0.0451 data_time: 0.0063 memory: 577 2022/08/07 01:33:03 - mmengine - INFO - Epoch(val) [10][620/6282] eta: 0:04:31 time: 0.0479 data_time: 0.0048 memory: 577 2022/08/07 01:33:04 - mmengine - INFO - Epoch(val) [10][640/6282] eta: 0:04:10 time: 0.0444 data_time: 0.0044 memory: 575 2022/08/07 01:33:05 - mmengine - INFO - Epoch(val) [10][660/6282] eta: 0:04:31 time: 0.0482 data_time: 0.0070 memory: 575 2022/08/07 01:33:06 - mmengine - INFO - Epoch(val) [10][680/6282] eta: 0:04:04 time: 0.0436 data_time: 0.0066 memory: 575 2022/08/07 01:33:07 - mmengine - INFO - Epoch(val) [10][700/6282] eta: 0:06:30 time: 0.0700 data_time: 0.0056 memory: 575 2022/08/07 01:33:08 - mmengine - INFO - Epoch(val) [10][720/6282] eta: 0:04:12 time: 0.0454 data_time: 0.0035 memory: 606 2022/08/07 01:33:09 - mmengine - INFO - Epoch(val) [10][740/6282] eta: 0:03:59 time: 0.0432 data_time: 0.0049 memory: 606 2022/08/07 01:33:10 - mmengine - INFO - Epoch(val) [10][760/6282] eta: 0:04:04 time: 0.0443 data_time: 0.0037 memory: 606 2022/08/07 01:33:11 - mmengine - INFO - Epoch(val) [10][780/6282] eta: 0:03:48 time: 0.0415 data_time: 0.0041 memory: 606 2022/08/07 01:33:11 - mmengine - INFO - Epoch(val) [10][800/6282] eta: 0:03:47 time: 0.0415 data_time: 0.0045 memory: 606 2022/08/07 01:33:12 - mmengine - INFO - Epoch(val) [10][820/6282] eta: 0:03:51 time: 0.0423 data_time: 0.0038 memory: 606 2022/08/07 01:33:13 - mmengine - INFO - Epoch(val) [10][840/6282] eta: 0:03:24 time: 0.0377 data_time: 0.0028 memory: 577 2022/08/07 01:33:14 - mmengine - INFO - Epoch(val) [10][860/6282] eta: 0:03:30 time: 0.0388 data_time: 0.0040 memory: 577 2022/08/07 01:33:15 - mmengine - INFO - Epoch(val) [10][880/6282] eta: 0:03:39 time: 0.0406 data_time: 0.0053 memory: 577 2022/08/07 01:33:16 - mmengine - INFO - Epoch(val) [10][900/6282] eta: 0:03:36 time: 0.0402 data_time: 0.0047 memory: 577 2022/08/07 01:33:16 - mmengine - INFO - Epoch(val) [10][920/6282] eta: 0:03:42 time: 0.0415 data_time: 0.0052 memory: 577 2022/08/07 01:33:17 - mmengine - INFO - Epoch(val) [10][940/6282] eta: 0:03:29 time: 0.0392 data_time: 0.0046 memory: 560 2022/08/07 01:33:18 - mmengine - INFO - Epoch(val) [10][960/6282] eta: 0:03:31 time: 0.0397 data_time: 0.0046 memory: 560 2022/08/07 01:33:19 - mmengine - INFO - Epoch(val) [10][980/6282] eta: 0:03:38 time: 0.0412 data_time: 0.0032 memory: 560 2022/08/07 01:33:20 - mmengine - INFO - Epoch(val) [10][1000/6282] eta: 0:03:51 time: 0.0439 data_time: 0.0054 memory: 560 2022/08/07 01:33:21 - mmengine - INFO - Epoch(val) [10][1020/6282] eta: 0:03:42 time: 0.0423 data_time: 0.0056 memory: 577 2022/08/07 01:33:21 - mmengine - INFO - Epoch(val) [10][1040/6282] eta: 0:03:29 time: 0.0399 data_time: 0.0037 memory: 577 2022/08/07 01:33:22 - mmengine - INFO - Epoch(val) [10][1060/6282] eta: 0:03:42 time: 0.0426 data_time: 0.0047 memory: 577 2022/08/07 01:33:23 - mmengine - INFO - Epoch(val) [10][1080/6282] eta: 0:03:31 time: 0.0407 data_time: 0.0039 memory: 577 2022/08/07 01:33:24 - mmengine - INFO - Epoch(val) [10][1100/6282] eta: 0:03:37 time: 0.0419 data_time: 0.0065 memory: 577 2022/08/07 01:33:25 - mmengine - INFO - Epoch(val) [10][1120/6282] eta: 0:04:00 time: 0.0467 data_time: 0.0056 memory: 577 2022/08/07 01:33:26 - mmengine - INFO - Epoch(val) [10][1140/6282] eta: 0:04:13 time: 0.0494 data_time: 0.0066 memory: 577 2022/08/07 01:33:27 - mmengine - INFO - Epoch(val) [10][1160/6282] eta: 0:06:19 time: 0.0740 data_time: 0.0044 memory: 577 2022/08/07 01:33:28 - mmengine - INFO - Epoch(val) [10][1180/6282] eta: 0:03:56 time: 0.0463 data_time: 0.0045 memory: 577 2022/08/07 01:33:29 - mmengine - INFO - Epoch(val) [10][1200/6282] eta: 0:04:00 time: 0.0474 data_time: 0.0053 memory: 577 2022/08/07 01:33:30 - mmengine - INFO - Epoch(val) [10][1220/6282] eta: 0:03:48 time: 0.0451 data_time: 0.0048 memory: 577 2022/08/07 01:33:31 - mmengine - INFO - Epoch(val) [10][1240/6282] eta: 0:03:53 time: 0.0463 data_time: 0.0044 memory: 606 2022/08/07 01:33:32 - mmengine - INFO - Epoch(val) [10][1260/6282] eta: 0:03:37 time: 0.0434 data_time: 0.0039 memory: 606 2022/08/07 01:33:33 - mmengine - INFO - Epoch(val) [10][1280/6282] eta: 0:03:31 time: 0.0422 data_time: 0.0035 memory: 606 2022/08/07 01:33:34 - mmengine - INFO - Epoch(val) [10][1300/6282] eta: 0:03:40 time: 0.0442 data_time: 0.0044 memory: 606 2022/08/07 01:33:35 - mmengine - INFO - Epoch(val) [10][1320/6282] eta: 0:03:26 time: 0.0415 data_time: 0.0032 memory: 606 2022/08/07 01:33:35 - mmengine - INFO - Epoch(val) [10][1340/6282] eta: 0:03:27 time: 0.0419 data_time: 0.0047 memory: 606 2022/08/07 01:33:36 - mmengine - INFO - Epoch(val) [10][1360/6282] eta: 0:03:30 time: 0.0427 data_time: 0.0030 memory: 606 2022/08/07 01:33:37 - mmengine - INFO - Epoch(val) [10][1380/6282] eta: 0:03:25 time: 0.0418 data_time: 0.0044 memory: 606 2022/08/07 01:33:38 - mmengine - INFO - Epoch(val) [10][1400/6282] eta: 0:03:22 time: 0.0414 data_time: 0.0040 memory: 606 2022/08/07 01:33:39 - mmengine - INFO - Epoch(val) [10][1420/6282] eta: 0:03:15 time: 0.0402 data_time: 0.0033 memory: 606 2022/08/07 01:33:40 - mmengine - INFO - Epoch(val) [10][1440/6282] eta: 0:03:16 time: 0.0405 data_time: 0.0035 memory: 606 2022/08/07 01:33:40 - mmengine - INFO - Epoch(val) [10][1460/6282] eta: 0:03:02 time: 0.0378 data_time: 0.0031 memory: 606 2022/08/07 01:33:41 - mmengine - INFO - Epoch(val) [10][1480/6282] eta: 0:03:07 time: 0.0391 data_time: 0.0045 memory: 606 2022/08/07 01:33:42 - mmengine - INFO - Epoch(val) [10][1500/6282] eta: 0:03:05 time: 0.0389 data_time: 0.0047 memory: 606 2022/08/07 01:33:43 - mmengine - INFO - Epoch(val) [10][1520/6282] eta: 0:03:02 time: 0.0384 data_time: 0.0042 memory: 650 2022/08/07 01:33:44 - mmengine - INFO - Epoch(val) [10][1540/6282] eta: 0:03:28 time: 0.0440 data_time: 0.0044 memory: 650 2022/08/07 01:33:45 - mmengine - INFO - Epoch(val) [10][1560/6282] eta: 0:03:35 time: 0.0457 data_time: 0.0048 memory: 650 2022/08/07 01:33:45 - mmengine - INFO - Epoch(val) [10][1580/6282] eta: 0:03:26 time: 0.0440 data_time: 0.0046 memory: 650 2022/08/07 01:33:47 - mmengine - INFO - Epoch(val) [10][1600/6282] eta: 0:05:22 time: 0.0688 data_time: 0.0038 memory: 650 2022/08/07 01:33:48 - mmengine - INFO - Epoch(val) [10][1620/6282] eta: 0:03:17 time: 0.0425 data_time: 0.0047 memory: 650 2022/08/07 01:33:48 - mmengine - INFO - Epoch(val) [10][1640/6282] eta: 0:03:05 time: 0.0400 data_time: 0.0042 memory: 606 2022/08/07 01:33:49 - mmengine - INFO - Epoch(val) [10][1660/6282] eta: 0:03:11 time: 0.0414 data_time: 0.0035 memory: 606 2022/08/07 01:33:50 - mmengine - INFO - Epoch(val) [10][1680/6282] eta: 0:03:16 time: 0.0428 data_time: 0.0040 memory: 606 2022/08/07 01:33:51 - mmengine - INFO - Epoch(val) [10][1700/6282] eta: 0:03:09 time: 0.0413 data_time: 0.0026 memory: 606 2022/08/07 01:33:52 - mmengine - INFO - Epoch(val) [10][1720/6282] eta: 0:03:29 time: 0.0460 data_time: 0.0053 memory: 606 2022/08/07 01:33:53 - mmengine - INFO - Epoch(val) [10][1740/6282] eta: 0:03:22 time: 0.0446 data_time: 0.0067 memory: 606 2022/08/07 01:33:54 - mmengine - INFO - Epoch(val) [10][1760/6282] eta: 0:03:35 time: 0.0476 data_time: 0.0065 memory: 606 2022/08/07 01:33:55 - mmengine - INFO - Epoch(val) [10][1780/6282] eta: 0:03:27 time: 0.0461 data_time: 0.0056 memory: 606 2022/08/07 01:33:56 - mmengine - INFO - Epoch(val) [10][1800/6282] eta: 0:03:08 time: 0.0421 data_time: 0.0043 memory: 606 2022/08/07 01:33:57 - mmengine - INFO - Epoch(val) [10][1820/6282] eta: 0:03:16 time: 0.0441 data_time: 0.0054 memory: 606 2022/08/07 01:33:57 - mmengine - INFO - Epoch(val) [10][1840/6282] eta: 0:03:11 time: 0.0431 data_time: 0.0044 memory: 606 2022/08/07 01:33:58 - mmengine - INFO - Epoch(val) [10][1860/6282] eta: 0:03:07 time: 0.0425 data_time: 0.0042 memory: 606 2022/08/07 01:33:59 - mmengine - INFO - Epoch(val) [10][1880/6282] eta: 0:03:03 time: 0.0416 data_time: 0.0047 memory: 606 2022/08/07 01:34:00 - mmengine - INFO - Epoch(val) [10][1900/6282] eta: 0:03:07 time: 0.0427 data_time: 0.0053 memory: 606 2022/08/07 01:34:01 - mmengine - INFO - Epoch(val) [10][1920/6282] eta: 0:02:59 time: 0.0411 data_time: 0.0045 memory: 606 2022/08/07 01:34:02 - mmengine - INFO - Epoch(val) [10][1940/6282] eta: 0:02:53 time: 0.0399 data_time: 0.0050 memory: 606 2022/08/07 01:34:02 - mmengine - INFO - Epoch(val) [10][1960/6282] eta: 0:03:00 time: 0.0416 data_time: 0.0039 memory: 579 2022/08/07 01:34:03 - mmengine - INFO - Epoch(val) [10][1980/6282] eta: 0:02:43 time: 0.0380 data_time: 0.0038 memory: 579 2022/08/07 01:34:04 - mmengine - INFO - Epoch(val) [10][2000/6282] eta: 0:02:42 time: 0.0378 data_time: 0.0040 memory: 579 2022/08/07 01:34:05 - mmengine - INFO - Epoch(val) [10][2020/6282] eta: 0:02:49 time: 0.0397 data_time: 0.0046 memory: 579 2022/08/07 01:34:06 - mmengine - INFO - Epoch(val) [10][2040/6282] eta: 0:02:41 time: 0.0381 data_time: 0.0041 memory: 579 2022/08/07 01:34:07 - mmengine - INFO - Epoch(val) [10][2060/6282] eta: 0:05:10 time: 0.0736 data_time: 0.0061 memory: 579 2022/08/07 01:34:08 - mmengine - INFO - Epoch(val) [10][2080/6282] eta: 0:02:57 time: 0.0423 data_time: 0.0042 memory: 579 2022/08/07 01:34:09 - mmengine - INFO - Epoch(val) [10][2100/6282] eta: 0:02:57 time: 0.0424 data_time: 0.0034 memory: 579 2022/08/07 01:34:09 - mmengine - INFO - Epoch(val) [10][2120/6282] eta: 0:02:32 time: 0.0367 data_time: 0.0040 memory: 579 2022/08/07 01:34:10 - mmengine - INFO - Epoch(val) [10][2140/6282] eta: 0:02:53 time: 0.0420 data_time: 0.0065 memory: 579 2022/08/07 01:34:11 - mmengine - INFO - Epoch(val) [10][2160/6282] eta: 0:02:30 time: 0.0364 data_time: 0.0038 memory: 577 2022/08/07 01:34:12 - mmengine - INFO - Epoch(val) [10][2180/6282] eta: 0:02:46 time: 0.0406 data_time: 0.0041 memory: 577 2022/08/07 01:34:13 - mmengine - INFO - Epoch(val) [10][2200/6282] eta: 0:02:42 time: 0.0397 data_time: 0.0043 memory: 577 2022/08/07 01:34:14 - mmengine - INFO - Epoch(val) [10][2220/6282] eta: 0:02:44 time: 0.0404 data_time: 0.0050 memory: 577 2022/08/07 01:34:14 - mmengine - INFO - Epoch(val) [10][2240/6282] eta: 0:02:45 time: 0.0408 data_time: 0.0045 memory: 577 2022/08/07 01:34:15 - mmengine - INFO - Epoch(val) [10][2260/6282] eta: 0:02:44 time: 0.0409 data_time: 0.0051 memory: 579 2022/08/07 01:34:16 - mmengine - INFO - Epoch(val) [10][2280/6282] eta: 0:02:37 time: 0.0393 data_time: 0.0031 memory: 579 2022/08/07 01:34:17 - mmengine - INFO - Epoch(val) [10][2300/6282] eta: 0:02:44 time: 0.0414 data_time: 0.0036 memory: 579 2022/08/07 01:34:18 - mmengine - INFO - Epoch(val) [10][2320/6282] eta: 0:02:36 time: 0.0396 data_time: 0.0037 memory: 579 2022/08/07 01:34:19 - mmengine - INFO - Epoch(val) [10][2340/6282] eta: 0:02:53 time: 0.0439 data_time: 0.0038 memory: 579 2022/08/07 01:34:19 - mmengine - INFO - Epoch(val) [10][2360/6282] eta: 0:02:40 time: 0.0408 data_time: 0.0042 memory: 577 2022/08/07 01:34:20 - mmengine - INFO - Epoch(val) [10][2380/6282] eta: 0:02:44 time: 0.0420 data_time: 0.0045 memory: 577 2022/08/07 01:34:21 - mmengine - INFO - Epoch(val) [10][2400/6282] eta: 0:02:58 time: 0.0459 data_time: 0.0050 memory: 577 2022/08/07 01:34:22 - mmengine - INFO - Epoch(val) [10][2420/6282] eta: 0:02:51 time: 0.0445 data_time: 0.0058 memory: 577 2022/08/07 01:34:23 - mmengine - INFO - Epoch(val) [10][2440/6282] eta: 0:02:58 time: 0.0464 data_time: 0.0055 memory: 577 2022/08/07 01:34:24 - mmengine - INFO - Epoch(val) [10][2460/6282] eta: 0:03:02 time: 0.0477 data_time: 0.0044 memory: 606 2022/08/07 01:34:25 - mmengine - INFO - Epoch(val) [10][2480/6282] eta: 0:02:54 time: 0.0459 data_time: 0.0056 memory: 606 2022/08/07 01:34:26 - mmengine - INFO - Epoch(val) [10][2500/6282] eta: 0:02:53 time: 0.0460 data_time: 0.0046 memory: 606 2022/08/07 01:34:27 - mmengine - INFO - Epoch(val) [10][2520/6282] eta: 0:04:22 time: 0.0697 data_time: 0.0053 memory: 606 2022/08/07 01:34:28 - mmengine - INFO - Epoch(val) [10][2540/6282] eta: 0:02:48 time: 0.0451 data_time: 0.0058 memory: 606 2022/08/07 01:34:29 - mmengine - INFO - Epoch(val) [10][2560/6282] eta: 0:02:25 time: 0.0391 data_time: 0.0038 memory: 606 2022/08/07 01:34:30 - mmengine - INFO - Epoch(val) [10][2580/6282] eta: 0:02:26 time: 0.0396 data_time: 0.0046 memory: 606 2022/08/07 01:34:31 - mmengine - INFO - Epoch(val) [10][2600/6282] eta: 0:02:37 time: 0.0429 data_time: 0.0039 memory: 606 2022/08/07 01:34:31 - mmengine - INFO - Epoch(val) [10][2620/6282] eta: 0:02:35 time: 0.0425 data_time: 0.0060 memory: 606 2022/08/07 01:34:32 - mmengine - INFO - Epoch(val) [10][2640/6282] eta: 0:02:26 time: 0.0403 data_time: 0.0044 memory: 606 2022/08/07 01:34:33 - mmengine - INFO - Epoch(val) [10][2660/6282] eta: 0:02:39 time: 0.0440 data_time: 0.0028 memory: 646 2022/08/07 01:34:34 - mmengine - INFO - Epoch(val) [10][2680/6282] eta: 0:02:36 time: 0.0436 data_time: 0.0041 memory: 646 2022/08/07 01:34:35 - mmengine - INFO - Epoch(val) [10][2700/6282] eta: 0:02:45 time: 0.0463 data_time: 0.0047 memory: 646 2022/08/07 01:34:36 - mmengine - INFO - Epoch(val) [10][2720/6282] eta: 0:02:55 time: 0.0494 data_time: 0.0040 memory: 646 2022/08/07 01:34:37 - mmengine - INFO - Epoch(val) [10][2740/6282] eta: 0:02:36 time: 0.0441 data_time: 0.0050 memory: 646 2022/08/07 01:34:38 - mmengine - INFO - Epoch(val) [10][2760/6282] eta: 0:02:23 time: 0.0407 data_time: 0.0039 memory: 579 2022/08/07 01:34:38 - mmengine - INFO - Epoch(val) [10][2780/6282] eta: 0:02:17 time: 0.0394 data_time: 0.0035 memory: 579 2022/08/07 01:34:39 - mmengine - INFO - Epoch(val) [10][2800/6282] eta: 0:02:08 time: 0.0370 data_time: 0.0043 memory: 579 2022/08/07 01:34:40 - mmengine - INFO - Epoch(val) [10][2820/6282] eta: 0:02:21 time: 0.0409 data_time: 0.0039 memory: 579 2022/08/07 01:34:41 - mmengine - INFO - Epoch(val) [10][2840/6282] eta: 0:02:16 time: 0.0397 data_time: 0.0038 memory: 579 2022/08/07 01:34:42 - mmengine - INFO - Epoch(val) [10][2860/6282] eta: 0:02:23 time: 0.0419 data_time: 0.0030 memory: 606 2022/08/07 01:34:43 - mmengine - INFO - Epoch(val) [10][2880/6282] eta: 0:02:17 time: 0.0403 data_time: 0.0044 memory: 606 2022/08/07 01:34:43 - mmengine - INFO - Epoch(val) [10][2900/6282] eta: 0:02:15 time: 0.0400 data_time: 0.0043 memory: 606 2022/08/07 01:34:44 - mmengine - INFO - Epoch(val) [10][2920/6282] eta: 0:02:10 time: 0.0388 data_time: 0.0044 memory: 606 2022/08/07 01:34:45 - mmengine - INFO - Epoch(val) [10][2940/6282] eta: 0:02:22 time: 0.0427 data_time: 0.0044 memory: 591 2022/08/07 01:34:46 - mmengine - INFO - Epoch(val) [10][2960/6282] eta: 0:02:11 time: 0.0397 data_time: 0.0043 memory: 591 2022/08/07 01:34:47 - mmengine - INFO - Epoch(val) [10][2980/6282] eta: 0:03:51 time: 0.0701 data_time: 0.0036 memory: 591 2022/08/07 01:34:48 - mmengine - INFO - Epoch(val) [10][3000/6282] eta: 0:02:04 time: 0.0379 data_time: 0.0039 memory: 591 2022/08/07 01:34:49 - mmengine - INFO - Epoch(val) [10][3020/6282] eta: 0:02:08 time: 0.0393 data_time: 0.0039 memory: 606 2022/08/07 01:34:50 - mmengine - INFO - Epoch(val) [10][3040/6282] eta: 0:02:11 time: 0.0406 data_time: 0.0038 memory: 606 2022/08/07 01:34:50 - mmengine - INFO - Epoch(val) [10][3060/6282] eta: 0:02:07 time: 0.0396 data_time: 0.0039 memory: 606 2022/08/07 01:34:51 - mmengine - INFO - Epoch(val) [10][3080/6282] eta: 0:02:11 time: 0.0411 data_time: 0.0045 memory: 606 2022/08/07 01:34:52 - mmengine - INFO - Epoch(val) [10][3100/6282] eta: 0:02:12 time: 0.0417 data_time: 0.0048 memory: 606 2022/08/07 01:34:53 - mmengine - INFO - Epoch(val) [10][3120/6282] eta: 0:02:05 time: 0.0397 data_time: 0.0045 memory: 579 2022/08/07 01:34:54 - mmengine - INFO - Epoch(val) [10][3140/6282] eta: 0:02:06 time: 0.0401 data_time: 0.0045 memory: 579 2022/08/07 01:34:55 - mmengine - INFO - Epoch(val) [10][3160/6282] eta: 0:02:05 time: 0.0401 data_time: 0.0031 memory: 579 2022/08/07 01:34:55 - mmengine - INFO - Epoch(val) [10][3180/6282] eta: 0:02:07 time: 0.0412 data_time: 0.0052 memory: 579 2022/08/07 01:34:56 - mmengine - INFO - Epoch(val) [10][3200/6282] eta: 0:02:05 time: 0.0406 data_time: 0.0041 memory: 606 2022/08/07 01:34:57 - mmengine - INFO - Epoch(val) [10][3220/6282] eta: 0:01:57 time: 0.0385 data_time: 0.0046 memory: 606 2022/08/07 01:34:58 - mmengine - INFO - Epoch(val) [10][3240/6282] eta: 0:01:56 time: 0.0383 data_time: 0.0026 memory: 606 2022/08/07 01:34:59 - mmengine - INFO - Epoch(val) [10][3260/6282] eta: 0:02:07 time: 0.0421 data_time: 0.0054 memory: 606 2022/08/07 01:34:59 - mmengine - INFO - Epoch(val) [10][3280/6282] eta: 0:02:02 time: 0.0408 data_time: 0.0032 memory: 606 2022/08/07 01:35:00 - mmengine - INFO - Epoch(val) [10][3300/6282] eta: 0:02:14 time: 0.0452 data_time: 0.0063 memory: 606 2022/08/07 01:35:01 - mmengine - INFO - Epoch(val) [10][3320/6282] eta: 0:02:32 time: 0.0513 data_time: 0.0068 memory: 606 2022/08/07 01:35:02 - mmengine - INFO - Epoch(val) [10][3340/6282] eta: 0:02:10 time: 0.0445 data_time: 0.0044 memory: 606 2022/08/07 01:35:03 - mmengine - INFO - Epoch(val) [10][3360/6282] eta: 0:02:02 time: 0.0421 data_time: 0.0067 memory: 606 2022/08/07 01:35:04 - mmengine - INFO - Epoch(val) [10][3380/6282] eta: 0:01:59 time: 0.0411 data_time: 0.0038 memory: 606 2022/08/07 01:35:05 - mmengine - INFO - Epoch(val) [10][3400/6282] eta: 0:01:43 time: 0.0358 data_time: 0.0050 memory: 577 2022/08/07 01:35:05 - mmengine - INFO - Epoch(val) [10][3420/6282] eta: 0:01:50 time: 0.0385 data_time: 0.0039 memory: 577 2022/08/07 01:35:06 - mmengine - INFO - Epoch(val) [10][3440/6282] eta: 0:01:44 time: 0.0369 data_time: 0.0024 memory: 577 2022/08/07 01:35:07 - mmengine - INFO - Epoch(val) [10][3460/6282] eta: 0:01:55 time: 0.0410 data_time: 0.0060 memory: 577 2022/08/07 01:35:08 - mmengine - INFO - Epoch(val) [10][3480/6282] eta: 0:01:50 time: 0.0393 data_time: 0.0032 memory: 577 2022/08/07 01:35:09 - mmengine - INFO - Epoch(val) [10][3500/6282] eta: 0:01:50 time: 0.0397 data_time: 0.0041 memory: 577 2022/08/07 01:35:09 - mmengine - INFO - Epoch(val) [10][3520/6282] eta: 0:01:47 time: 0.0390 data_time: 0.0044 memory: 577 2022/08/07 01:35:10 - mmengine - INFO - Epoch(val) [10][3540/6282] eta: 0:01:57 time: 0.0430 data_time: 0.0041 memory: 577 2022/08/07 01:35:11 - mmengine - INFO - Epoch(val) [10][3560/6282] eta: 0:01:50 time: 0.0407 data_time: 0.0057 memory: 577 2022/08/07 01:35:12 - mmengine - INFO - Epoch(val) [10][3580/6282] eta: 0:01:51 time: 0.0412 data_time: 0.0040 memory: 598 2022/08/07 01:35:13 - mmengine - INFO - Epoch(val) [10][3600/6282] eta: 0:01:50 time: 0.0412 data_time: 0.0041 memory: 598 2022/08/07 01:35:14 - mmengine - INFO - Epoch(val) [10][3620/6282] eta: 0:01:47 time: 0.0403 data_time: 0.0048 memory: 598 2022/08/07 01:35:14 - mmengine - INFO - Epoch(val) [10][3640/6282] eta: 0:01:44 time: 0.0397 data_time: 0.0038 memory: 598 2022/08/07 01:35:15 - mmengine - INFO - Epoch(val) [10][3660/6282] eta: 0:01:51 time: 0.0427 data_time: 0.0044 memory: 598 2022/08/07 01:35:16 - mmengine - INFO - Epoch(val) [10][3680/6282] eta: 0:01:43 time: 0.0397 data_time: 0.0053 memory: 606 2022/08/07 01:35:17 - mmengine - INFO - Epoch(val) [10][3700/6282] eta: 0:02:51 time: 0.0665 data_time: 0.0052 memory: 606 2022/08/07 01:35:18 - mmengine - INFO - Epoch(val) [10][3720/6282] eta: 0:01:50 time: 0.0431 data_time: 0.0045 memory: 606 2022/08/07 01:35:19 - mmengine - INFO - Epoch(val) [10][3740/6282] eta: 0:01:54 time: 0.0449 data_time: 0.0042 memory: 606 2022/08/07 01:35:20 - mmengine - INFO - Epoch(val) [10][3760/6282] eta: 0:01:39 time: 0.0394 data_time: 0.0041 memory: 606 2022/08/07 01:35:21 - mmengine - INFO - Epoch(val) [10][3780/6282] eta: 0:01:43 time: 0.0412 data_time: 0.0065 memory: 606 2022/08/07 01:35:22 - mmengine - INFO - Epoch(val) [10][3800/6282] eta: 0:01:49 time: 0.0442 data_time: 0.0040 memory: 606 2022/08/07 01:35:23 - mmengine - INFO - Epoch(val) [10][3820/6282] eta: 0:01:42 time: 0.0416 data_time: 0.0044 memory: 606 2022/08/07 01:35:23 - mmengine - INFO - Epoch(val) [10][3840/6282] eta: 0:01:45 time: 0.0433 data_time: 0.0051 memory: 606 2022/08/07 01:35:24 - mmengine - INFO - Epoch(val) [10][3860/6282] eta: 0:01:47 time: 0.0443 data_time: 0.0043 memory: 606 2022/08/07 01:35:25 - mmengine - INFO - Epoch(val) [10][3880/6282] eta: 0:01:37 time: 0.0407 data_time: 0.0052 memory: 606 2022/08/07 01:35:26 - mmengine - INFO - Epoch(val) [10][3900/6282] eta: 0:01:31 time: 0.0385 data_time: 0.0041 memory: 606 2022/08/07 01:35:27 - mmengine - INFO - Epoch(val) [10][3920/6282] eta: 0:01:43 time: 0.0437 data_time: 0.0053 memory: 606 2022/08/07 01:35:28 - mmengine - INFO - Epoch(val) [10][3940/6282] eta: 0:01:36 time: 0.0414 data_time: 0.0040 memory: 606 2022/08/07 01:35:28 - mmengine - INFO - Epoch(val) [10][3960/6282] eta: 0:01:31 time: 0.0396 data_time: 0.0030 memory: 606 2022/08/07 01:35:29 - mmengine - INFO - Epoch(val) [10][3980/6282] eta: 0:01:24 time: 0.0367 data_time: 0.0035 memory: 606 2022/08/07 01:35:30 - mmengine - INFO - Epoch(val) [10][4000/6282] eta: 0:01:30 time: 0.0395 data_time: 0.0038 memory: 606 2022/08/07 01:35:31 - mmengine - INFO - Epoch(val) [10][4020/6282] eta: 0:01:23 time: 0.0367 data_time: 0.0040 memory: 606 2022/08/07 01:35:31 - mmengine - INFO - Epoch(val) [10][4040/6282] eta: 0:01:25 time: 0.0380 data_time: 0.0036 memory: 646 2022/08/07 01:35:32 - mmengine - INFO - Epoch(val) [10][4060/6282] eta: 0:01:33 time: 0.0421 data_time: 0.0045 memory: 646 2022/08/07 01:35:33 - mmengine - INFO - Epoch(val) [10][4080/6282] eta: 0:01:37 time: 0.0441 data_time: 0.0044 memory: 646 2022/08/07 01:35:34 - mmengine - INFO - Epoch(val) [10][4100/6282] eta: 0:01:34 time: 0.0431 data_time: 0.0051 memory: 646 2022/08/07 01:35:35 - mmengine - INFO - Epoch(val) [10][4120/6282] eta: 0:01:38 time: 0.0455 data_time: 0.0052 memory: 646 2022/08/07 01:35:36 - mmengine - INFO - Epoch(val) [10][4140/6282] eta: 0:01:31 time: 0.0426 data_time: 0.0035 memory: 646 2022/08/07 01:35:37 - mmengine - INFO - Epoch(val) [10][4160/6282] eta: 0:02:32 time: 0.0719 data_time: 0.0058 memory: 577 2022/08/07 01:35:38 - mmengine - INFO - Epoch(val) [10][4180/6282] eta: 0:01:22 time: 0.0391 data_time: 0.0047 memory: 577 2022/08/07 01:35:39 - mmengine - INFO - Epoch(val) [10][4200/6282] eta: 0:01:22 time: 0.0395 data_time: 0.0047 memory: 577 2022/08/07 01:35:40 - mmengine - INFO - Epoch(val) [10][4220/6282] eta: 0:01:25 time: 0.0415 data_time: 0.0041 memory: 577 2022/08/07 01:35:41 - mmengine - INFO - Epoch(val) [10][4240/6282] eta: 0:01:29 time: 0.0438 data_time: 0.0043 memory: 577 2022/08/07 01:35:41 - mmengine - INFO - Epoch(val) [10][4260/6282] eta: 0:01:18 time: 0.0387 data_time: 0.0045 memory: 576 2022/08/07 01:35:42 - mmengine - INFO - Epoch(val) [10][4280/6282] eta: 0:01:16 time: 0.0380 data_time: 0.0035 memory: 576 2022/08/07 01:35:43 - mmengine - INFO - Epoch(val) [10][4300/6282] eta: 0:01:20 time: 0.0407 data_time: 0.0063 memory: 576 2022/08/07 01:35:44 - mmengine - INFO - Epoch(val) [10][4320/6282] eta: 0:01:12 time: 0.0370 data_time: 0.0044 memory: 576 2022/08/07 01:35:44 - mmengine - INFO - Epoch(val) [10][4340/6282] eta: 0:01:04 time: 0.0333 data_time: 0.0036 memory: 576 2022/08/07 01:35:45 - mmengine - INFO - Epoch(val) [10][4360/6282] eta: 0:01:14 time: 0.0390 data_time: 0.0037 memory: 606 2022/08/07 01:35:46 - mmengine - INFO - Epoch(val) [10][4380/6282] eta: 0:01:19 time: 0.0417 data_time: 0.0051 memory: 606 2022/08/07 01:35:47 - mmengine - INFO - Epoch(val) [10][4400/6282] eta: 0:01:14 time: 0.0394 data_time: 0.0040 memory: 606 2022/08/07 01:35:48 - mmengine - INFO - Epoch(val) [10][4420/6282] eta: 0:01:09 time: 0.0373 data_time: 0.0035 memory: 606 2022/08/07 01:35:48 - mmengine - INFO - Epoch(val) [10][4440/6282] eta: 0:01:17 time: 0.0419 data_time: 0.0047 memory: 610 2022/08/07 01:35:49 - mmengine - INFO - Epoch(val) [10][4460/6282] eta: 0:01:16 time: 0.0418 data_time: 0.0046 memory: 610 2022/08/07 01:35:50 - mmengine - INFO - Epoch(val) [10][4480/6282] eta: 0:01:11 time: 0.0395 data_time: 0.0047 memory: 610 2022/08/07 01:35:51 - mmengine - INFO - Epoch(val) [10][4500/6282] eta: 0:01:17 time: 0.0437 data_time: 0.0054 memory: 610 2022/08/07 01:35:52 - mmengine - INFO - Epoch(val) [10][4520/6282] eta: 0:01:13 time: 0.0418 data_time: 0.0043 memory: 610 2022/08/07 01:35:53 - mmengine - INFO - Epoch(val) [10][4540/6282] eta: 0:01:11 time: 0.0408 data_time: 0.0050 memory: 579 2022/08/07 01:35:53 - mmengine - INFO - Epoch(val) [10][4560/6282] eta: 0:01:07 time: 0.0392 data_time: 0.0048 memory: 579 2022/08/07 01:35:54 - mmengine - INFO - Epoch(val) [10][4580/6282] eta: 0:01:07 time: 0.0396 data_time: 0.0040 memory: 579 2022/08/07 01:35:55 - mmengine - INFO - Epoch(val) [10][4600/6282] eta: 0:01:07 time: 0.0400 data_time: 0.0052 memory: 579 2022/08/07 01:35:56 - mmengine - INFO - Epoch(val) [10][4620/6282] eta: 0:01:05 time: 0.0396 data_time: 0.0048 memory: 579 2022/08/07 01:35:57 - mmengine - INFO - Epoch(val) [10][4640/6282] eta: 0:01:20 time: 0.0489 data_time: 0.0065 memory: 610 2022/08/07 01:35:58 - mmengine - INFO - Epoch(val) [10][4660/6282] eta: 0:01:10 time: 0.0432 data_time: 0.0045 memory: 610 2022/08/07 01:35:59 - mmengine - INFO - Epoch(val) [10][4680/6282] eta: 0:00:59 time: 0.0372 data_time: 0.0037 memory: 610 2022/08/07 01:35:59 - mmengine - INFO - Epoch(val) [10][4700/6282] eta: 0:01:08 time: 0.0433 data_time: 0.0059 memory: 610 2022/08/07 01:36:00 - mmengine - INFO - Epoch(val) [10][4720/6282] eta: 0:01:02 time: 0.0401 data_time: 0.0035 memory: 610 2022/08/07 01:36:01 - mmengine - INFO - Epoch(val) [10][4740/6282] eta: 0:01:01 time: 0.0398 data_time: 0.0035 memory: 590 2022/08/07 01:36:02 - mmengine - INFO - Epoch(val) [10][4760/6282] eta: 0:00:57 time: 0.0379 data_time: 0.0023 memory: 590 2022/08/07 01:36:03 - mmengine - INFO - Epoch(val) [10][4780/6282] eta: 0:00:59 time: 0.0395 data_time: 0.0036 memory: 590 2022/08/07 01:36:03 - mmengine - INFO - Epoch(val) [10][4800/6282] eta: 0:00:55 time: 0.0377 data_time: 0.0039 memory: 590 2022/08/07 01:36:04 - mmengine - INFO - Epoch(val) [10][4820/6282] eta: 0:00:54 time: 0.0369 data_time: 0.0037 memory: 606 2022/08/07 01:36:05 - mmengine - INFO - Epoch(val) [10][4840/6282] eta: 0:00:55 time: 0.0383 data_time: 0.0035 memory: 606 2022/08/07 01:36:06 - mmengine - INFO - Epoch(val) [10][4860/6282] eta: 0:00:57 time: 0.0407 data_time: 0.0045 memory: 606 2022/08/07 01:36:07 - mmengine - INFO - Epoch(val) [10][4880/6282] eta: 0:00:56 time: 0.0402 data_time: 0.0032 memory: 606 2022/08/07 01:36:07 - mmengine - INFO - Epoch(val) [10][4900/6282] eta: 0:00:59 time: 0.0432 data_time: 0.0064 memory: 606 2022/08/07 01:36:08 - mmengine - INFO - Epoch(val) [10][4920/6282] eta: 0:00:56 time: 0.0414 data_time: 0.0052 memory: 608 2022/08/07 01:36:09 - mmengine - INFO - Epoch(val) [10][4940/6282] eta: 0:00:54 time: 0.0404 data_time: 0.0042 memory: 608 2022/08/07 01:36:10 - mmengine - INFO - Epoch(val) [10][4960/6282] eta: 0:00:54 time: 0.0415 data_time: 0.0052 memory: 608 2022/08/07 01:36:11 - mmengine - INFO - Epoch(val) [10][4980/6282] eta: 0:00:58 time: 0.0446 data_time: 0.0058 memory: 608 2022/08/07 01:36:12 - mmengine - INFO - Epoch(val) [10][5000/6282] eta: 0:00:52 time: 0.0406 data_time: 0.0034 memory: 608 2022/08/07 01:36:12 - mmengine - INFO - Epoch(val) [10][5020/6282] eta: 0:00:51 time: 0.0409 data_time: 0.0050 memory: 608 2022/08/07 01:36:13 - mmengine - INFO - Epoch(val) [10][5040/6282] eta: 0:00:50 time: 0.0407 data_time: 0.0062 memory: 579 2022/08/07 01:36:14 - mmengine - INFO - Epoch(val) [10][5060/6282] eta: 0:00:49 time: 0.0409 data_time: 0.0065 memory: 579 2022/08/07 01:36:15 - mmengine - INFO - Epoch(val) [10][5080/6282] eta: 0:00:49 time: 0.0410 data_time: 0.0030 memory: 579 2022/08/07 01:36:16 - mmengine - INFO - Epoch(val) [10][5100/6282] eta: 0:00:47 time: 0.0405 data_time: 0.0038 memory: 579 2022/08/07 01:36:17 - mmengine - INFO - Epoch(val) [10][5120/6282] eta: 0:01:13 time: 0.0632 data_time: 0.0051 memory: 579 2022/08/07 01:36:18 - mmengine - INFO - Epoch(val) [10][5140/6282] eta: 0:00:45 time: 0.0400 data_time: 0.0046 memory: 577 2022/08/07 01:36:19 - mmengine - INFO - Epoch(val) [10][5160/6282] eta: 0:00:47 time: 0.0422 data_time: 0.0035 memory: 577 2022/08/07 01:36:19 - mmengine - INFO - Epoch(val) [10][5180/6282] eta: 0:00:41 time: 0.0381 data_time: 0.0034 memory: 577 2022/08/07 01:36:20 - mmengine - INFO - Epoch(val) [10][5200/6282] eta: 0:00:41 time: 0.0386 data_time: 0.0043 memory: 577 2022/08/07 01:36:21 - mmengine - INFO - Epoch(val) [10][5220/6282] eta: 0:00:43 time: 0.0412 data_time: 0.0047 memory: 577 2022/08/07 01:36:22 - mmengine - INFO - Epoch(val) [10][5240/6282] eta: 0:00:44 time: 0.0428 data_time: 0.0039 memory: 576 2022/08/07 01:36:23 - mmengine - INFO - Epoch(val) [10][5260/6282] eta: 0:00:41 time: 0.0411 data_time: 0.0036 memory: 576 2022/08/07 01:36:24 - mmengine - INFO - Epoch(val) [10][5280/6282] eta: 0:00:40 time: 0.0400 data_time: 0.0050 memory: 576 2022/08/07 01:36:24 - mmengine - INFO - Epoch(val) [10][5300/6282] eta: 0:00:36 time: 0.0377 data_time: 0.0035 memory: 576 2022/08/07 01:36:25 - mmengine - INFO - Epoch(val) [10][5320/6282] eta: 0:00:35 time: 0.0364 data_time: 0.0042 memory: 577 2022/08/07 01:36:26 - mmengine - INFO - Epoch(val) [10][5340/6282] eta: 0:00:39 time: 0.0420 data_time: 0.0057 memory: 577 2022/08/07 01:36:27 - mmengine - INFO - Epoch(val) [10][5360/6282] eta: 0:00:35 time: 0.0380 data_time: 0.0047 memory: 577 2022/08/07 01:36:28 - mmengine - INFO - Epoch(val) [10][5380/6282] eta: 0:00:37 time: 0.0417 data_time: 0.0042 memory: 577 2022/08/07 01:36:28 - mmengine - INFO - Epoch(val) [10][5400/6282] eta: 0:00:35 time: 0.0407 data_time: 0.0044 memory: 577 2022/08/07 01:36:29 - mmengine - INFO - Epoch(val) [10][5420/6282] eta: 0:00:33 time: 0.0385 data_time: 0.0044 memory: 577 2022/08/07 01:36:30 - mmengine - INFO - Epoch(val) [10][5440/6282] eta: 0:00:32 time: 0.0384 data_time: 0.0032 memory: 577 2022/08/07 01:36:31 - mmengine - INFO - Epoch(val) [10][5460/6282] eta: 0:00:31 time: 0.0381 data_time: 0.0032 memory: 577 2022/08/07 01:36:31 - mmengine - INFO - Epoch(val) [10][5480/6282] eta: 0:00:31 time: 0.0387 data_time: 0.0031 memory: 577 2022/08/07 01:36:32 - mmengine - INFO - Epoch(val) [10][5500/6282] eta: 0:00:30 time: 0.0391 data_time: 0.0041 memory: 577 2022/08/07 01:36:33 - mmengine - INFO - Epoch(val) [10][5520/6282] eta: 0:00:28 time: 0.0368 data_time: 0.0041 memory: 588 2022/08/07 01:36:34 - mmengine - INFO - Epoch(val) [10][5540/6282] eta: 0:00:29 time: 0.0396 data_time: 0.0041 memory: 588 2022/08/07 01:36:35 - mmengine - INFO - Epoch(val) [10][5560/6282] eta: 0:00:29 time: 0.0406 data_time: 0.0054 memory: 588 2022/08/07 01:36:35 - mmengine - INFO - Epoch(val) [10][5580/6282] eta: 0:00:27 time: 0.0391 data_time: 0.0027 memory: 588 2022/08/07 01:36:37 - mmengine - INFO - Epoch(val) [10][5600/6282] eta: 0:00:47 time: 0.0697 data_time: 0.0047 memory: 588 2022/08/07 01:36:38 - mmengine - INFO - Epoch(val) [10][5620/6282] eta: 0:00:27 time: 0.0409 data_time: 0.0038 memory: 588 2022/08/07 01:36:39 - mmengine - INFO - Epoch(val) [10][5640/6282] eta: 0:00:26 time: 0.0406 data_time: 0.0034 memory: 577 2022/08/07 01:36:39 - mmengine - INFO - Epoch(val) [10][5660/6282] eta: 0:00:24 time: 0.0388 data_time: 0.0033 memory: 577 2022/08/07 01:36:40 - mmengine - INFO - Epoch(val) [10][5680/6282] eta: 0:00:23 time: 0.0385 data_time: 0.0041 memory: 577 2022/08/07 01:36:41 - mmengine - INFO - Epoch(val) [10][5700/6282] eta: 0:00:20 time: 0.0358 data_time: 0.0039 memory: 577 2022/08/07 01:36:42 - mmengine - INFO - Epoch(val) [10][5720/6282] eta: 0:00:22 time: 0.0408 data_time: 0.0064 memory: 594 2022/08/07 01:36:42 - mmengine - INFO - Epoch(val) [10][5740/6282] eta: 0:00:20 time: 0.0387 data_time: 0.0035 memory: 594 2022/08/07 01:36:43 - mmengine - INFO - Epoch(val) [10][5760/6282] eta: 0:00:19 time: 0.0373 data_time: 0.0051 memory: 594 2022/08/07 01:36:44 - mmengine - INFO - Epoch(val) [10][5780/6282] eta: 0:00:20 time: 0.0402 data_time: 0.0034 memory: 594 2022/08/07 01:36:45 - mmengine - INFO - Epoch(val) [10][5800/6282] eta: 0:00:19 time: 0.0411 data_time: 0.0056 memory: 594 2022/08/07 01:36:46 - mmengine - INFO - Epoch(val) [10][5820/6282] eta: 0:00:17 time: 0.0380 data_time: 0.0039 memory: 594 2022/08/07 01:36:46 - mmengine - INFO - Epoch(val) [10][5840/6282] eta: 0:00:16 time: 0.0375 data_time: 0.0032 memory: 588 2022/08/07 01:36:47 - mmengine - INFO - Epoch(val) [10][5860/6282] eta: 0:00:17 time: 0.0412 data_time: 0.0041 memory: 588 2022/08/07 01:36:48 - mmengine - INFO - Epoch(val) [10][5880/6282] eta: 0:00:15 time: 0.0389 data_time: 0.0048 memory: 588 2022/08/07 01:36:49 - mmengine - INFO - Epoch(val) [10][5900/6282] eta: 0:00:16 time: 0.0424 data_time: 0.0063 memory: 588 2022/08/07 01:36:50 - mmengine - INFO - Epoch(val) [10][5920/6282] eta: 0:00:13 time: 0.0372 data_time: 0.0044 memory: 588 2022/08/07 01:36:50 - mmengine - INFO - Epoch(val) [10][5940/6282] eta: 0:00:13 time: 0.0409 data_time: 0.0043 memory: 577 2022/08/07 01:36:51 - mmengine - INFO - Epoch(val) [10][5960/6282] eta: 0:00:12 time: 0.0387 data_time: 0.0043 memory: 577 2022/08/07 01:36:52 - mmengine - INFO - Epoch(val) [10][5980/6282] eta: 0:00:12 time: 0.0404 data_time: 0.0052 memory: 577 2022/08/07 01:36:53 - mmengine - INFO - Epoch(val) [10][6000/6282] eta: 0:00:11 time: 0.0406 data_time: 0.0041 memory: 606 2022/08/07 01:36:54 - mmengine - INFO - Epoch(val) [10][6020/6282] eta: 0:00:11 time: 0.0421 data_time: 0.0056 memory: 606 2022/08/07 01:36:55 - mmengine - INFO - Epoch(val) [10][6040/6282] eta: 0:00:10 time: 0.0440 data_time: 0.0066 memory: 606 2022/08/07 01:36:55 - mmengine - INFO - Epoch(val) [10][6060/6282] eta: 0:00:09 time: 0.0423 data_time: 0.0053 memory: 606 2022/08/07 01:36:56 - mmengine - INFO - Epoch(val) [10][6080/6282] eta: 0:00:09 time: 0.0447 data_time: 0.0043 memory: 606 2022/08/07 01:36:58 - mmengine - INFO - Epoch(val) [10][6100/6282] eta: 0:00:12 time: 0.0689 data_time: 0.0090 memory: 606 2022/08/07 01:36:59 - mmengine - INFO - Epoch(val) [10][6120/6282] eta: 0:00:06 time: 0.0402 data_time: 0.0047 memory: 606 2022/08/07 01:36:59 - mmengine - INFO - Epoch(val) [10][6140/6282] eta: 0:00:05 time: 0.0405 data_time: 0.0070 memory: 606 2022/08/07 01:37:00 - mmengine - INFO - Epoch(val) [10][6160/6282] eta: 0:00:05 time: 0.0411 data_time: 0.0034 memory: 606 2022/08/07 01:37:01 - mmengine - INFO - Epoch(val) [10][6180/6282] eta: 0:00:04 time: 0.0418 data_time: 0.0061 memory: 606 2022/08/07 01:37:02 - mmengine - INFO - Epoch(val) [10][6200/6282] eta: 0:00:03 time: 0.0421 data_time: 0.0031 memory: 606 2022/08/07 01:37:03 - mmengine - INFO - Epoch(val) [10][6220/6282] eta: 0:00:02 time: 0.0382 data_time: 0.0041 memory: 606 2022/08/07 01:37:03 - mmengine - INFO - Epoch(val) [10][6240/6282] eta: 0:00:01 time: 0.0339 data_time: 0.0026 memory: 606 2022/08/07 01:37:04 - mmengine - INFO - Epoch(val) [10][6260/6282] eta: 0:00:00 time: 0.0220 data_time: 0.0014 memory: 606 2022/08/07 01:37:04 - mmengine - INFO - Epoch(val) [10][6280/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0013 memory: 606 2022/08/07 01:41:13 - mmengine - INFO - Epoch(val) [10][6282/6282] mAP/mAP@0.5IOU: 0.2065 2022/08/07 01:41:21 - mmengine - INFO - Epoch(train) [11][20/1441] lr: 2.0000e-02 eta: 1:35:03 time: 0.4081 data_time: 0.0539 memory: 8503 grad_norm: 0.1037 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8019 recall@top3: 0.7963 prec@top3: 0.7315 recall@top5: 0.9722 prec@top5: 0.5333 loss_action_cls: 0.0425 loss: 0.0425 2022/08/07 01:41:29 - mmengine - INFO - Epoch(train) [11][40/1441] lr: 2.0000e-02 eta: 1:34:55 time: 0.4072 data_time: 0.0195 memory: 8503 grad_norm: 0.1064 recall@thr=0.5: 0.6259 prec@thr=0.5: 0.7037 recall@top3: 0.7981 prec@top3: 0.6667 recall@top5: 0.9444 prec@top5: 0.4667 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 01:41:37 - mmengine - INFO - Epoch(train) [11][60/1441] lr: 2.0000e-02 eta: 1:34:47 time: 0.3766 data_time: 0.0247 memory: 8503 grad_norm: 0.1069 recall@thr=0.5: 0.7560 prec@thr=0.5: 0.7872 recall@top3: 0.7866 prec@top3: 0.7024 recall@top5: 0.9024 prec@top5: 0.4929 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 01:41:45 - mmengine - INFO - Epoch(train) [11][80/1441] lr: 2.0000e-02 eta: 1:34:39 time: 0.3910 data_time: 0.0208 memory: 8503 grad_norm: 0.1074 recall@thr=0.5: 0.7271 prec@thr=0.5: 0.7639 recall@top3: 0.8444 prec@top3: 0.6806 recall@top5: 0.9792 prec@top5: 0.4875 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 01:41:53 - mmengine - INFO - Epoch(train) [11][100/1441] lr: 2.0000e-02 eta: 1:34:31 time: 0.4066 data_time: 0.0264 memory: 8503 grad_norm: 0.1047 recall@thr=0.5: 0.7593 prec@thr=0.5: 0.7870 recall@top3: 0.8642 prec@top3: 0.6481 recall@top5: 0.9630 prec@top5: 0.4407 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 01:42:01 - mmengine - INFO - Epoch(train) [11][120/1441] lr: 2.0000e-02 eta: 1:34:23 time: 0.3916 data_time: 0.0239 memory: 8503 grad_norm: 0.1085 recall@thr=0.5: 0.6717 prec@thr=0.5: 0.7467 recall@top3: 0.7950 prec@top3: 0.6600 recall@top5: 0.8783 prec@top5: 0.4440 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 01:42:08 - mmengine - INFO - Epoch(train) [11][140/1441] lr: 2.0000e-02 eta: 1:34:15 time: 0.3866 data_time: 0.0195 memory: 8503 grad_norm: 0.1091 recall@thr=0.5: 0.7659 prec@thr=0.5: 0.8651 recall@top3: 0.8829 prec@top3: 0.7302 recall@top5: 0.9841 prec@top5: 0.5000 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 01:42:16 - mmengine - INFO - Epoch(train) [11][160/1441] lr: 2.0000e-02 eta: 1:34:06 time: 0.3839 data_time: 0.0257 memory: 8503 grad_norm: 0.1095 recall@thr=0.5: 0.7900 prec@thr=0.5: 0.8896 recall@top3: 0.8817 prec@top3: 0.8000 recall@top5: 1.0000 prec@top5: 0.5700 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 01:42:24 - mmengine - INFO - Epoch(train) [11][180/1441] lr: 2.0000e-02 eta: 1:33:58 time: 0.3748 data_time: 0.0185 memory: 8503 grad_norm: 0.1087 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.7197 recall@top3: 0.8542 prec@top3: 0.6667 recall@top5: 0.9470 prec@top5: 0.4591 loss_action_cls: 0.0428 loss: 0.0428 2022/08/07 01:42:32 - mmengine - INFO - Epoch(train) [11][200/1441] lr: 2.0000e-02 eta: 1:33:50 time: 0.3958 data_time: 0.0302 memory: 8503 grad_norm: 0.1067 recall@thr=0.5: 0.7623 prec@thr=0.5: 0.8231 recall@top3: 0.8336 prec@top3: 0.7333 recall@top5: 0.9508 prec@top5: 0.5108 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 01:42:39 - mmengine - INFO - Epoch(train) [11][220/1441] lr: 2.0000e-02 eta: 1:33:42 time: 0.3768 data_time: 0.0213 memory: 8503 grad_norm: 0.1074 recall@thr=0.5: 0.7988 prec@thr=0.5: 0.8534 recall@top3: 0.8509 prec@top3: 0.7407 recall@top5: 0.9491 prec@top5: 0.5111 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 01:42:47 - mmengine - INFO - Epoch(train) [11][240/1441] lr: 2.0000e-02 eta: 1:33:34 time: 0.3942 data_time: 0.0224 memory: 8503 grad_norm: 0.1129 recall@thr=0.5: 0.8171 prec@thr=0.5: 0.9062 recall@top3: 0.9258 prec@top3: 0.7167 recall@top5: 0.9938 prec@top5: 0.4800 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 01:42:55 - mmengine - INFO - Epoch(train) [11][260/1441] lr: 2.0000e-02 eta: 1:33:26 time: 0.3778 data_time: 0.0201 memory: 8503 grad_norm: 0.1113 recall@thr=0.5: 0.7536 prec@thr=0.5: 0.8333 recall@top3: 0.7935 prec@top3: 0.6594 recall@top5: 0.9293 prec@top5: 0.4783 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 01:43:02 - mmengine - INFO - Epoch(train) [11][280/1441] lr: 2.0000e-02 eta: 1:33:18 time: 0.3874 data_time: 0.0194 memory: 8503 grad_norm: 0.1123 recall@thr=0.5: 0.7770 prec@thr=0.5: 0.8063 recall@top3: 0.9032 prec@top3: 0.6396 recall@top5: 0.9775 prec@top5: 0.4216 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 01:43:10 - mmengine - INFO - Epoch(train) [11][300/1441] lr: 2.0000e-02 eta: 1:33:09 time: 0.3720 data_time: 0.0219 memory: 8503 grad_norm: 0.1063 recall@thr=0.5: 0.6784 prec@thr=0.5: 0.8049 recall@top3: 0.7693 prec@top3: 0.6970 recall@top5: 0.9064 prec@top5: 0.4909 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 01:43:18 - mmengine - INFO - Epoch(train) [11][320/1441] lr: 2.0000e-02 eta: 1:33:02 time: 0.4103 data_time: 0.0193 memory: 8503 grad_norm: 0.1114 recall@thr=0.5: 0.8681 prec@thr=0.5: 0.8823 recall@top3: 0.8878 prec@top3: 0.7917 recall@top5: 0.9931 prec@top5: 0.5417 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 01:43:26 - mmengine - INFO - Epoch(train) [11][340/1441] lr: 2.0000e-02 eta: 1:32:53 time: 0.3781 data_time: 0.0222 memory: 8503 grad_norm: 0.1120 recall@thr=0.5: 0.6903 prec@thr=0.5: 0.8060 recall@top3: 0.7278 prec@top3: 0.6389 recall@top5: 0.8819 prec@top5: 0.4889 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 01:43:33 - mmengine - INFO - Epoch(train) [11][360/1441] lr: 2.0000e-02 eta: 1:32:45 time: 0.3902 data_time: 0.0184 memory: 8503 grad_norm: 0.1100 recall@thr=0.5: 0.6782 prec@thr=0.5: 0.7778 recall@top3: 0.8131 prec@top3: 0.6825 recall@top5: 0.9278 prec@top5: 0.4857 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 01:43:41 - mmengine - INFO - Epoch(train) [11][380/1441] lr: 2.0000e-02 eta: 1:32:37 time: 0.3732 data_time: 0.0222 memory: 8503 grad_norm: 0.1098 recall@thr=0.5: 0.5476 prec@thr=0.5: 0.6905 recall@top3: 0.7500 prec@top3: 0.5635 recall@top5: 0.9484 prec@top5: 0.4238 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 01:43:49 - mmengine - INFO - Epoch(train) [11][400/1441] lr: 2.0000e-02 eta: 1:32:29 time: 0.3959 data_time: 0.0198 memory: 8503 grad_norm: 0.1169 recall@thr=0.5: 0.7476 prec@thr=0.5: 0.7643 recall@top3: 0.9000 prec@top3: 0.6571 recall@top5: 0.9524 prec@top5: 0.4286 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 01:43:56 - mmengine - INFO - Epoch(train) [11][420/1441] lr: 2.0000e-02 eta: 1:32:21 time: 0.3743 data_time: 0.0216 memory: 8503 grad_norm: 0.1147 recall@thr=0.5: 0.6923 prec@thr=0.5: 0.7907 recall@top3: 0.8029 prec@top3: 0.7308 recall@top5: 0.9567 prec@top5: 0.5346 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 01:44:04 - mmengine - INFO - Epoch(train) [11][440/1441] lr: 2.0000e-02 eta: 1:32:13 time: 0.3940 data_time: 0.0190 memory: 8503 grad_norm: 0.1112 recall@thr=0.5: 0.6938 prec@thr=0.5: 0.7888 recall@top3: 0.7946 prec@top3: 0.6512 recall@top5: 0.8779 prec@top5: 0.4419 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 01:44:12 - mmengine - INFO - Epoch(train) [11][460/1441] lr: 2.0000e-02 eta: 1:32:05 time: 0.4056 data_time: 0.0291 memory: 8503 grad_norm: 0.1123 recall@thr=0.5: 0.7389 prec@thr=0.5: 0.7919 recall@top3: 0.7722 prec@top3: 0.5630 recall@top5: 0.8944 prec@top5: 0.4089 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 01:44:20 - mmengine - INFO - Epoch(train) [11][480/1441] lr: 2.0000e-02 eta: 1:31:57 time: 0.3957 data_time: 0.0221 memory: 8503 grad_norm: 0.1117 recall@thr=0.5: 0.7390 prec@thr=0.5: 0.7908 recall@top3: 0.8188 prec@top3: 0.6099 recall@top5: 0.9656 prec@top5: 0.4468 loss_action_cls: 0.0407 loss: 0.0407 2022/08/07 01:44:28 - mmengine - INFO - Epoch(train) [11][500/1441] lr: 2.0000e-02 eta: 1:31:49 time: 0.3966 data_time: 0.0178 memory: 8503 grad_norm: 0.1131 recall@thr=0.5: 0.7286 prec@thr=0.5: 0.8207 recall@top3: 0.7678 prec@top3: 0.7609 recall@top5: 0.9348 prec@top5: 0.5478 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 01:44:36 - mmengine - INFO - Epoch(train) [11][520/1441] lr: 2.0000e-02 eta: 1:31:41 time: 0.3756 data_time: 0.0230 memory: 8503 grad_norm: 0.1078 recall@thr=0.5: 0.6992 prec@thr=0.5: 0.8537 recall@top3: 0.8293 prec@top3: 0.6585 recall@top5: 0.8720 prec@top5: 0.4195 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 01:44:43 - mmengine - INFO - Epoch(train) [11][540/1441] lr: 2.0000e-02 eta: 1:31:32 time: 0.3743 data_time: 0.0178 memory: 8503 grad_norm: 0.1145 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.8259 recall@top3: 0.8593 prec@top3: 0.6963 recall@top5: 0.9926 prec@top5: 0.4844 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 01:44:51 - mmengine - INFO - Epoch(train) [11][560/1441] lr: 2.0000e-02 eta: 1:31:25 time: 0.4177 data_time: 0.0241 memory: 8503 grad_norm: 0.1127 recall@thr=0.5: 0.7631 prec@thr=0.5: 0.8214 recall@top3: 0.7845 prec@top3: 0.6667 recall@top5: 0.9048 prec@top5: 0.4857 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 01:44:59 - mmengine - INFO - Epoch(train) [11][580/1441] lr: 2.0000e-02 eta: 1:31:17 time: 0.3822 data_time: 0.0191 memory: 8503 grad_norm: 0.1124 recall@thr=0.5: 0.7755 prec@thr=0.5: 0.7789 recall@top3: 0.8214 prec@top3: 0.6122 recall@top5: 0.9762 prec@top5: 0.4408 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 01:45:04 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 01:45:08 - mmengine - INFO - Epoch(train) [11][600/1441] lr: 2.0000e-02 eta: 1:31:09 time: 0.4236 data_time: 0.0291 memory: 8503 grad_norm: 0.1109 recall@thr=0.5: 0.7679 prec@thr=0.5: 0.7698 recall@top3: 0.7817 prec@top3: 0.6190 recall@top5: 0.9187 prec@top5: 0.4286 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 01:45:15 - mmengine - INFO - Epoch(train) [11][620/1441] lr: 2.0000e-02 eta: 1:31:01 time: 0.3897 data_time: 0.0165 memory: 8503 grad_norm: 0.1131 recall@thr=0.5: 0.5851 prec@thr=0.5: 0.7860 recall@top3: 0.7143 prec@top3: 0.7083 recall@top5: 0.9170 prec@top5: 0.5571 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 01:45:24 - mmengine - INFO - Epoch(train) [11][640/1441] lr: 2.0000e-02 eta: 1:30:54 time: 0.4134 data_time: 0.0235 memory: 8503 grad_norm: 0.1098 recall@thr=0.5: 0.8718 prec@thr=0.5: 0.8154 recall@top3: 0.9209 prec@top3: 0.6923 recall@top5: 0.9530 prec@top5: 0.4308 loss_action_cls: 0.0412 loss: 0.0412 2022/08/07 01:45:31 - mmengine - INFO - Epoch(train) [11][660/1441] lr: 2.0000e-02 eta: 1:30:46 time: 0.3821 data_time: 0.0182 memory: 8503 grad_norm: 0.1104 recall@thr=0.5: 0.7885 prec@thr=0.5: 0.7619 recall@top3: 0.8333 prec@top3: 0.5833 recall@top5: 0.9263 prec@top5: 0.4077 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 01:45:39 - mmengine - INFO - Epoch(train) [11][680/1441] lr: 2.0000e-02 eta: 1:30:38 time: 0.4093 data_time: 0.0251 memory: 8503 grad_norm: 0.1093 recall@thr=0.5: 0.7576 prec@thr=0.5: 0.8182 recall@top3: 0.8939 prec@top3: 0.6768 recall@top5: 0.9747 prec@top5: 0.4485 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 01:45:47 - mmengine - INFO - Epoch(train) [11][700/1441] lr: 2.0000e-02 eta: 1:30:30 time: 0.3921 data_time: 0.0174 memory: 8503 grad_norm: 0.1107 recall@thr=0.5: 0.7769 prec@thr=0.5: 0.8674 recall@top3: 0.8360 prec@top3: 0.7045 recall@top5: 0.9303 prec@top5: 0.4818 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 01:45:55 - mmengine - INFO - Epoch(train) [11][720/1441] lr: 2.0000e-02 eta: 1:30:22 time: 0.3894 data_time: 0.0244 memory: 8503 grad_norm: 0.1155 recall@thr=0.5: 0.6496 prec@thr=0.5: 0.6987 recall@top3: 0.7564 prec@top3: 0.5470 recall@top5: 0.8632 prec@top5: 0.3846 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 01:46:03 - mmengine - INFO - Epoch(train) [11][740/1441] lr: 2.0000e-02 eta: 1:30:14 time: 0.4165 data_time: 0.0178 memory: 8503 grad_norm: 0.1125 recall@thr=0.5: 0.6528 prec@thr=0.5: 0.8420 recall@top3: 0.7899 prec@top3: 0.6250 recall@top5: 0.9149 prec@top5: 0.4625 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 01:46:11 - mmengine - INFO - Epoch(train) [11][760/1441] lr: 2.0000e-02 eta: 1:30:06 time: 0.3885 data_time: 0.0236 memory: 8503 grad_norm: 0.1119 recall@thr=0.5: 0.8112 prec@thr=0.5: 0.8741 recall@top3: 0.8503 prec@top3: 0.7007 recall@top5: 0.9524 prec@top5: 0.4816 loss_action_cls: 0.0397 loss: 0.0397 2022/08/07 01:46:20 - mmengine - INFO - Epoch(train) [11][780/1441] lr: 2.0000e-02 eta: 1:29:59 time: 0.4200 data_time: 0.0184 memory: 8503 grad_norm: 0.1135 recall@thr=0.5: 0.6757 prec@thr=0.5: 0.7899 recall@top3: 0.7808 prec@top3: 0.7101 recall@top5: 0.9167 prec@top5: 0.5087 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 01:46:27 - mmengine - INFO - Epoch(train) [11][800/1441] lr: 2.0000e-02 eta: 1:29:51 time: 0.3873 data_time: 0.0361 memory: 8503 grad_norm: 0.1126 recall@thr=0.5: 0.7064 prec@thr=0.5: 0.8523 recall@top3: 0.7235 prec@top3: 0.6591 recall@top5: 0.8598 prec@top5: 0.4864 loss_action_cls: 0.0413 loss: 0.0413 2022/08/07 01:46:35 - mmengine - INFO - Epoch(train) [11][820/1441] lr: 2.0000e-02 eta: 1:29:42 time: 0.3778 data_time: 0.0181 memory: 8503 grad_norm: 0.1113 recall@thr=0.5: 0.7169 prec@thr=0.5: 0.7500 recall@top3: 0.8428 prec@top3: 0.6000 recall@top5: 0.9319 prec@top5: 0.4133 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 01:46:43 - mmengine - INFO - Epoch(train) [11][840/1441] lr: 2.0000e-02 eta: 1:29:35 time: 0.4200 data_time: 0.0223 memory: 8503 grad_norm: 0.1118 recall@thr=0.5: 0.7775 prec@thr=0.5: 0.8287 recall@top3: 0.8688 prec@top3: 0.7222 recall@top5: 0.9370 prec@top5: 0.4741 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 01:46:51 - mmengine - INFO - Epoch(train) [11][860/1441] lr: 2.0000e-02 eta: 1:29:27 time: 0.3802 data_time: 0.0203 memory: 8503 grad_norm: 0.1144 recall@thr=0.5: 0.5750 prec@thr=0.5: 0.6905 recall@top3: 0.7048 prec@top3: 0.5556 recall@top5: 0.8345 prec@top5: 0.4048 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 01:46:59 - mmengine - INFO - Epoch(train) [11][880/1441] lr: 2.0000e-02 eta: 1:29:19 time: 0.4127 data_time: 0.0244 memory: 8503 grad_norm: 0.1159 recall@thr=0.5: 0.6783 prec@thr=0.5: 0.7190 recall@top3: 0.8314 prec@top3: 0.5814 recall@top5: 0.9128 prec@top5: 0.3860 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 01:47:07 - mmengine - INFO - Epoch(train) [11][900/1441] lr: 2.0000e-02 eta: 1:29:11 time: 0.3984 data_time: 0.0204 memory: 8503 grad_norm: 0.1119 recall@thr=0.5: 0.7151 prec@thr=0.5: 0.8411 recall@top3: 0.8547 prec@top3: 0.7287 recall@top5: 0.9690 prec@top5: 0.4977 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 01:47:15 - mmengine - INFO - Epoch(train) [11][920/1441] lr: 2.0000e-02 eta: 1:29:03 time: 0.3863 data_time: 0.0226 memory: 8503 grad_norm: 0.1101 recall@thr=0.5: 0.7766 prec@thr=0.5: 0.8058 recall@top3: 0.8175 prec@top3: 0.6725 recall@top5: 0.9643 prec@top5: 0.5018 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 01:47:23 - mmengine - INFO - Epoch(train) [11][940/1441] lr: 2.0000e-02 eta: 1:28:55 time: 0.4035 data_time: 0.0184 memory: 8503 grad_norm: 0.1160 recall@thr=0.5: 0.8062 prec@thr=0.5: 0.8225 recall@top3: 0.8641 prec@top3: 0.7246 recall@top5: 0.9764 prec@top5: 0.5043 loss_action_cls: 0.0406 loss: 0.0406 2022/08/07 01:47:31 - mmengine - INFO - Epoch(train) [11][960/1441] lr: 2.0000e-02 eta: 1:28:47 time: 0.3822 data_time: 0.0224 memory: 8503 grad_norm: 0.1150 recall@thr=0.5: 0.8008 prec@thr=0.5: 0.7886 recall@top3: 0.9228 prec@top3: 0.6829 recall@top5: 0.9797 prec@top5: 0.4488 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 01:47:39 - mmengine - INFO - Epoch(train) [11][980/1441] lr: 2.0000e-02 eta: 1:28:39 time: 0.4004 data_time: 0.0178 memory: 8503 grad_norm: 0.1164 recall@thr=0.5: 0.6378 prec@thr=0.5: 0.6875 recall@top3: 0.7941 prec@top3: 0.6806 recall@top5: 0.9448 prec@top5: 0.4875 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 01:47:46 - mmengine - INFO - Epoch(train) [11][1000/1441] lr: 2.0000e-02 eta: 1:28:31 time: 0.3840 data_time: 0.0221 memory: 8503 grad_norm: 0.1130 recall@thr=0.5: 0.7645 prec@thr=0.5: 0.7971 recall@top3: 0.8297 prec@top3: 0.7174 recall@top5: 0.9384 prec@top5: 0.4957 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 01:47:54 - mmengine - INFO - Epoch(train) [11][1020/1441] lr: 2.0000e-02 eta: 1:28:23 time: 0.3831 data_time: 0.0186 memory: 8503 grad_norm: 0.1134 recall@thr=0.5: 0.6549 prec@thr=0.5: 0.6098 recall@top3: 0.7227 prec@top3: 0.5833 recall@top5: 0.8746 prec@top5: 0.4273 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 01:48:02 - mmengine - INFO - Epoch(train) [11][1040/1441] lr: 2.0000e-02 eta: 1:28:15 time: 0.4107 data_time: 0.0215 memory: 8503 grad_norm: 0.1137 recall@thr=0.5: 0.7248 prec@thr=0.5: 0.8226 recall@top3: 0.8025 prec@top3: 0.7296 recall@top5: 0.9553 prec@top5: 0.5396 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 01:48:10 - mmengine - INFO - Epoch(train) [11][1060/1441] lr: 2.0000e-02 eta: 1:28:07 time: 0.3767 data_time: 0.0172 memory: 8503 grad_norm: 0.1132 recall@thr=0.5: 0.7300 prec@thr=0.5: 0.8117 recall@top3: 0.8267 prec@top3: 0.7533 recall@top5: 0.8933 prec@top5: 0.4960 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 01:48:18 - mmengine - INFO - Epoch(train) [11][1080/1441] lr: 2.0000e-02 eta: 1:27:59 time: 0.4090 data_time: 0.0220 memory: 8503 grad_norm: 0.1111 recall@thr=0.5: 0.8246 prec@thr=0.5: 0.8794 recall@top3: 0.9013 prec@top3: 0.7193 recall@top5: 0.9715 prec@top5: 0.4842 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 01:48:25 - mmengine - INFO - Epoch(train) [11][1100/1441] lr: 2.0000e-02 eta: 1:27:51 time: 0.3745 data_time: 0.0181 memory: 8503 grad_norm: 0.1139 recall@thr=0.5: 0.8073 prec@thr=0.5: 0.8354 recall@top3: 0.9496 prec@top3: 0.7154 recall@top5: 0.9740 prec@top5: 0.4439 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 01:48:34 - mmengine - INFO - Epoch(train) [11][1120/1441] lr: 2.0000e-02 eta: 1:27:43 time: 0.4143 data_time: 0.0225 memory: 8503 grad_norm: 0.1166 recall@thr=0.5: 0.7064 prec@thr=0.5: 0.7201 recall@top3: 0.7936 prec@top3: 0.5833 recall@top5: 0.9072 prec@top5: 0.4182 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 01:48:41 - mmengine - INFO - Epoch(train) [11][1140/1441] lr: 2.0000e-02 eta: 1:27:35 time: 0.3817 data_time: 0.0207 memory: 8503 grad_norm: 0.1150 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7323 recall@top3: 0.7652 prec@top3: 0.5556 recall@top5: 0.8687 prec@top5: 0.4000 loss_action_cls: 0.0410 loss: 0.0410 2022/08/07 01:48:49 - mmengine - INFO - Epoch(train) [11][1160/1441] lr: 2.0000e-02 eta: 1:27:28 time: 0.4130 data_time: 0.0283 memory: 8503 grad_norm: 0.1118 recall@thr=0.5: 0.6347 prec@thr=0.5: 0.8100 recall@top3: 0.7637 prec@top3: 0.7200 recall@top5: 0.9180 prec@top5: 0.5360 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 01:48:57 - mmengine - INFO - Epoch(train) [11][1180/1441] lr: 2.0000e-02 eta: 1:27:19 time: 0.3819 data_time: 0.0179 memory: 8503 grad_norm: 0.1128 recall@thr=0.5: 0.7247 prec@thr=0.5: 0.7423 recall@top3: 0.7988 prec@top3: 0.5741 recall@top5: 0.8954 prec@top5: 0.4074 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 01:49:05 - mmengine - INFO - Epoch(train) [11][1200/1441] lr: 2.0000e-02 eta: 1:27:11 time: 0.3902 data_time: 0.0205 memory: 8503 grad_norm: 0.1166 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.6750 recall@top3: 0.7783 prec@top3: 0.6267 recall@top5: 0.8900 prec@top5: 0.4320 loss_action_cls: 0.0405 loss: 0.0405 2022/08/07 01:49:13 - mmengine - INFO - Epoch(train) [11][1220/1441] lr: 2.0000e-02 eta: 1:27:04 time: 0.3984 data_time: 0.0198 memory: 8503 grad_norm: 0.1173 recall@thr=0.5: 0.8004 prec@thr=0.5: 0.8198 recall@top3: 0.8624 prec@top3: 0.6977 recall@top5: 0.9496 prec@top5: 0.4791 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 01:49:21 - mmengine - INFO - Epoch(train) [11][1240/1441] lr: 2.0000e-02 eta: 1:26:56 time: 0.4129 data_time: 0.0221 memory: 8503 grad_norm: 0.1174 recall@thr=0.5: 0.6788 prec@thr=0.5: 0.7863 recall@top3: 0.8062 prec@top3: 0.7059 recall@top5: 0.9137 prec@top5: 0.4941 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 01:49:29 - mmengine - INFO - Epoch(train) [11][1260/1441] lr: 2.0000e-02 eta: 1:26:48 time: 0.4027 data_time: 0.0231 memory: 8503 grad_norm: 0.1130 recall@thr=0.5: 0.7790 prec@thr=0.5: 0.8859 recall@top3: 0.8054 prec@top3: 0.6812 recall@top5: 0.9457 prec@top5: 0.5043 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 01:49:37 - mmengine - INFO - Epoch(train) [11][1280/1441] lr: 2.0000e-02 eta: 1:26:40 time: 0.3870 data_time: 0.0227 memory: 8503 grad_norm: 0.1157 recall@thr=0.5: 0.7836 prec@thr=0.5: 0.8396 recall@top3: 0.8906 prec@top3: 0.7736 recall@top5: 0.9799 prec@top5: 0.5245 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 01:49:45 - mmengine - INFO - Epoch(train) [11][1300/1441] lr: 2.0000e-02 eta: 1:26:32 time: 0.4107 data_time: 0.0237 memory: 8503 grad_norm: 0.1156 recall@thr=0.5: 0.6557 prec@thr=0.5: 0.7765 recall@top3: 0.8155 prec@top3: 0.7273 recall@top5: 0.9375 prec@top5: 0.5227 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 01:49:53 - mmengine - INFO - Epoch(train) [11][1320/1441] lr: 2.0000e-02 eta: 1:26:24 time: 0.3871 data_time: 0.0249 memory: 8503 grad_norm: 0.1156 recall@thr=0.5: 0.6438 prec@thr=0.5: 0.7125 recall@top3: 0.8063 prec@top3: 0.6583 recall@top5: 0.9167 prec@top5: 0.4500 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 01:50:01 - mmengine - INFO - Epoch(train) [11][1340/1441] lr: 2.0000e-02 eta: 1:26:17 time: 0.4066 data_time: 0.0179 memory: 8503 grad_norm: 0.1165 recall@thr=0.5: 0.7508 prec@thr=0.5: 0.7996 recall@top3: 0.8183 prec@top3: 0.6905 recall@top5: 0.9250 prec@top5: 0.4810 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 01:50:09 - mmengine - INFO - Epoch(train) [11][1360/1441] lr: 2.0000e-02 eta: 1:26:09 time: 0.3928 data_time: 0.0226 memory: 8503 grad_norm: 0.1166 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.7550 recall@top3: 0.8150 prec@top3: 0.6600 recall@top5: 0.9633 prec@top5: 0.4760 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 01:50:17 - mmengine - INFO - Epoch(train) [11][1380/1441] lr: 2.0000e-02 eta: 1:26:00 time: 0.3816 data_time: 0.0189 memory: 8503 grad_norm: 0.1133 recall@thr=0.5: 0.7268 prec@thr=0.5: 0.8922 recall@top3: 0.8422 prec@top3: 0.7843 recall@top5: 0.9676 prec@top5: 0.5608 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 01:50:25 - mmengine - INFO - Epoch(train) [11][1400/1441] lr: 2.0000e-02 eta: 1:25:53 time: 0.4223 data_time: 0.0230 memory: 8503 grad_norm: 0.1167 recall@thr=0.5: 0.8116 prec@thr=0.5: 0.7899 recall@top3: 0.8333 prec@top3: 0.4928 recall@top5: 0.9312 prec@top5: 0.3391 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 01:50:33 - mmengine - INFO - Epoch(train) [11][1420/1441] lr: 2.0000e-02 eta: 1:25:45 time: 0.3835 data_time: 0.0209 memory: 8503 grad_norm: 0.1126 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.7746 recall@top3: 0.7689 prec@top3: 0.6894 recall@top5: 0.8864 prec@top5: 0.5000 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 01:50:41 - mmengine - INFO - Epoch(train) [11][1440/1441] lr: 2.0000e-02 eta: 1:25:37 time: 0.4037 data_time: 0.0190 memory: 8503 grad_norm: 0.1162 recall@thr=0.5: 0.6650 prec@thr=0.5: 0.7750 recall@top3: 0.7333 prec@top3: 0.5933 recall@top5: 0.8467 prec@top5: 0.4120 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 01:50:41 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 01:50:41 - mmengine - INFO - Epoch(train) [11][1441/1441] lr: 2.0000e-02 eta: 1:25:37 time: 0.3944 data_time: 0.0199 memory: 4495 grad_norm: 0.1208 recall@thr=0.5: 0.6633 prec@thr=0.5: 0.8833 recall@top3: 0.7950 prec@top3: 0.6667 recall@top5: 0.8806 prec@top5: 0.4667 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 01:50:41 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/08/07 01:50:47 - mmengine - INFO - Epoch(val) [11][20/6282] eta: 0:04:28 time: 0.0428 data_time: 0.0049 memory: 560 2022/08/07 01:50:48 - mmengine - INFO - Epoch(val) [11][40/6282] eta: 0:04:36 time: 0.0444 data_time: 0.0040 memory: 560 2022/08/07 01:50:49 - mmengine - INFO - Epoch(val) [11][60/6282] eta: 0:03:56 time: 0.0379 data_time: 0.0039 memory: 560 2022/08/07 01:50:50 - mmengine - INFO - Epoch(val) [11][80/6282] eta: 0:04:26 time: 0.0429 data_time: 0.0037 memory: 560 2022/08/07 01:50:50 - mmengine - INFO - Epoch(val) [11][100/6282] eta: 0:04:00 time: 0.0390 data_time: 0.0041 memory: 560 2022/08/07 01:50:51 - mmengine - INFO - Epoch(val) [11][120/6282] eta: 0:04:14 time: 0.0413 data_time: 0.0047 memory: 606 2022/08/07 01:50:52 - mmengine - INFO - Epoch(val) [11][140/6282] eta: 0:04:45 time: 0.0465 data_time: 0.0047 memory: 606 2022/08/07 01:50:53 - mmengine - INFO - Epoch(val) [11][160/6282] eta: 0:04:28 time: 0.0438 data_time: 0.0046 memory: 606 2022/08/07 01:50:54 - mmengine - INFO - Epoch(val) [11][180/6282] eta: 0:04:11 time: 0.0412 data_time: 0.0043 memory: 606 2022/08/07 01:50:55 - mmengine - INFO - Epoch(val) [11][200/6282] eta: 0:04:16 time: 0.0423 data_time: 0.0050 memory: 606 2022/08/07 01:50:56 - mmengine - INFO - Epoch(val) [11][220/6282] eta: 0:04:16 time: 0.0424 data_time: 0.0060 memory: 577 2022/08/07 01:50:56 - mmengine - INFO - Epoch(val) [11][240/6282] eta: 0:04:06 time: 0.0407 data_time: 0.0054 memory: 577 2022/08/07 01:50:57 - mmengine - INFO - Epoch(val) [11][260/6282] eta: 0:04:23 time: 0.0438 data_time: 0.0050 memory: 577 2022/08/07 01:50:59 - mmengine - INFO - Epoch(val) [11][280/6282] eta: 0:06:56 time: 0.0694 data_time: 0.0054 memory: 577 2022/08/07 01:51:00 - mmengine - INFO - Epoch(val) [11][300/6282] eta: 0:04:12 time: 0.0423 data_time: 0.0045 memory: 606 2022/08/07 01:51:00 - mmengine - INFO - Epoch(val) [11][320/6282] eta: 0:04:07 time: 0.0415 data_time: 0.0049 memory: 606 2022/08/07 01:51:01 - mmengine - INFO - Epoch(val) [11][340/6282] eta: 0:04:21 time: 0.0441 data_time: 0.0039 memory: 606 2022/08/07 01:51:02 - mmengine - INFO - Epoch(val) [11][360/6282] eta: 0:04:28 time: 0.0454 data_time: 0.0042 memory: 606 2022/08/07 01:51:03 - mmengine - INFO - Epoch(val) [11][380/6282] eta: 0:04:08 time: 0.0422 data_time: 0.0056 memory: 606 2022/08/07 01:51:04 - mmengine - INFO - Epoch(val) [11][400/6282] eta: 0:03:58 time: 0.0406 data_time: 0.0037 memory: 606 2022/08/07 01:51:05 - mmengine - INFO - Epoch(val) [11][420/6282] eta: 0:03:56 time: 0.0403 data_time: 0.0036 memory: 579 2022/08/07 01:51:06 - mmengine - INFO - Epoch(val) [11][440/6282] eta: 0:04:06 time: 0.0421 data_time: 0.0040 memory: 579 2022/08/07 01:51:06 - mmengine - INFO - Epoch(val) [11][460/6282] eta: 0:03:47 time: 0.0390 data_time: 0.0040 memory: 579 2022/08/07 01:51:07 - mmengine - INFO - Epoch(val) [11][480/6282] eta: 0:03:51 time: 0.0399 data_time: 0.0039 memory: 579 2022/08/07 01:51:08 - mmengine - INFO - Epoch(val) [11][500/6282] eta: 0:04:09 time: 0.0431 data_time: 0.0052 memory: 579 2022/08/07 01:51:09 - mmengine - INFO - Epoch(val) [11][520/6282] eta: 0:03:55 time: 0.0409 data_time: 0.0058 memory: 577 2022/08/07 01:51:10 - mmengine - INFO - Epoch(val) [11][540/6282] eta: 0:04:06 time: 0.0429 data_time: 0.0035 memory: 577 2022/08/07 01:51:11 - mmengine - INFO - Epoch(val) [11][560/6282] eta: 0:04:10 time: 0.0438 data_time: 0.0071 memory: 577 2022/08/07 01:51:12 - mmengine - INFO - Epoch(val) [11][580/6282] eta: 0:04:25 time: 0.0465 data_time: 0.0038 memory: 577 2022/08/07 01:51:12 - mmengine - INFO - Epoch(val) [11][600/6282] eta: 0:04:36 time: 0.0487 data_time: 0.0043 memory: 577 2022/08/07 01:51:13 - mmengine - INFO - Epoch(val) [11][620/6282] eta: 0:04:19 time: 0.0459 data_time: 0.0060 memory: 577 2022/08/07 01:51:14 - mmengine - INFO - Epoch(val) [11][640/6282] eta: 0:04:16 time: 0.0455 data_time: 0.0041 memory: 575 2022/08/07 01:51:15 - mmengine - INFO - Epoch(val) [11][660/6282] eta: 0:04:30 time: 0.0481 data_time: 0.0037 memory: 575 2022/08/07 01:51:16 - mmengine - INFO - Epoch(val) [11][680/6282] eta: 0:04:04 time: 0.0436 data_time: 0.0052 memory: 575 2022/08/07 01:51:17 - mmengine - INFO - Epoch(val) [11][700/6282] eta: 0:04:04 time: 0.0438 data_time: 0.0041 memory: 575 2022/08/07 01:51:18 - mmengine - INFO - Epoch(val) [11][720/6282] eta: 0:06:23 time: 0.0689 data_time: 0.0048 memory: 606 2022/08/07 01:51:19 - mmengine - INFO - Epoch(val) [11][740/6282] eta: 0:04:10 time: 0.0451 data_time: 0.0034 memory: 606 2022/08/07 01:51:20 - mmengine - INFO - Epoch(val) [11][760/6282] eta: 0:03:53 time: 0.0423 data_time: 0.0045 memory: 606 2022/08/07 01:51:21 - mmengine - INFO - Epoch(val) [11][780/6282] eta: 0:04:00 time: 0.0437 data_time: 0.0063 memory: 606 2022/08/07 01:51:22 - mmengine - INFO - Epoch(val) [11][800/6282] eta: 0:04:01 time: 0.0440 data_time: 0.0033 memory: 606 2022/08/07 01:51:23 - mmengine - INFO - Epoch(val) [11][820/6282] eta: 0:03:44 time: 0.0410 data_time: 0.0044 memory: 606 2022/08/07 01:51:24 - mmengine - INFO - Epoch(val) [11][840/6282] eta: 0:03:50 time: 0.0423 data_time: 0.0037 memory: 577 2022/08/07 01:51:25 - mmengine - INFO - Epoch(val) [11][860/6282] eta: 0:03:56 time: 0.0436 data_time: 0.0035 memory: 577 2022/08/07 01:51:25 - mmengine - INFO - Epoch(val) [11][880/6282] eta: 0:03:45 time: 0.0418 data_time: 0.0049 memory: 577 2022/08/07 01:51:26 - mmengine - INFO - Epoch(val) [11][900/6282] eta: 0:03:40 time: 0.0410 data_time: 0.0039 memory: 577 2022/08/07 01:51:27 - mmengine - INFO - Epoch(val) [11][920/6282] eta: 0:03:35 time: 0.0402 data_time: 0.0042 memory: 577 2022/08/07 01:51:28 - mmengine - INFO - Epoch(val) [11][940/6282] eta: 0:03:26 time: 0.0387 data_time: 0.0046 memory: 560 2022/08/07 01:51:29 - mmengine - INFO - Epoch(val) [11][960/6282] eta: 0:03:48 time: 0.0430 data_time: 0.0061 memory: 560 2022/08/07 01:51:30 - mmengine - INFO - Epoch(val) [11][980/6282] eta: 0:03:39 time: 0.0413 data_time: 0.0047 memory: 560 2022/08/07 01:51:30 - mmengine - INFO - Epoch(val) [11][1000/6282] eta: 0:03:42 time: 0.0421 data_time: 0.0055 memory: 560 2022/08/07 01:51:31 - mmengine - INFO - Epoch(val) [11][1020/6282] eta: 0:03:37 time: 0.0413 data_time: 0.0044 memory: 577 2022/08/07 01:51:32 - mmengine - INFO - Epoch(val) [11][1040/6282] eta: 0:03:36 time: 0.0413 data_time: 0.0047 memory: 577 2022/08/07 01:51:33 - mmengine - INFO - Epoch(val) [11][1060/6282] eta: 0:03:54 time: 0.0450 data_time: 0.0043 memory: 577 2022/08/07 01:51:34 - mmengine - INFO - Epoch(val) [11][1080/6282] eta: 0:03:48 time: 0.0439 data_time: 0.0069 memory: 577 2022/08/07 01:51:35 - mmengine - INFO - Epoch(val) [11][1100/6282] eta: 0:04:04 time: 0.0472 data_time: 0.0043 memory: 577 2022/08/07 01:51:36 - mmengine - INFO - Epoch(val) [11][1120/6282] eta: 0:04:09 time: 0.0483 data_time: 0.0044 memory: 577 2022/08/07 01:51:37 - mmengine - INFO - Epoch(val) [11][1140/6282] eta: 0:04:04 time: 0.0475 data_time: 0.0057 memory: 577 2022/08/07 01:51:38 - mmengine - INFO - Epoch(val) [11][1160/6282] eta: 0:06:25 time: 0.0752 data_time: 0.0077 memory: 577 2022/08/07 01:51:39 - mmengine - INFO - Epoch(val) [11][1180/6282] eta: 0:03:54 time: 0.0460 data_time: 0.0056 memory: 577 2022/08/07 01:51:40 - mmengine - INFO - Epoch(val) [11][1200/6282] eta: 0:04:08 time: 0.0489 data_time: 0.0060 memory: 577 2022/08/07 01:51:41 - mmengine - INFO - Epoch(val) [11][1220/6282] eta: 0:04:02 time: 0.0480 data_time: 0.0070 memory: 577 2022/08/07 01:51:42 - mmengine - INFO - Epoch(val) [11][1240/6282] eta: 0:04:06 time: 0.0490 data_time: 0.0055 memory: 606 2022/08/07 01:51:43 - mmengine - INFO - Epoch(val) [11][1260/6282] eta: 0:03:34 time: 0.0427 data_time: 0.0039 memory: 606 2022/08/07 01:51:44 - mmengine - INFO - Epoch(val) [11][1280/6282] eta: 0:03:23 time: 0.0406 data_time: 0.0041 memory: 606 2022/08/07 01:51:45 - mmengine - INFO - Epoch(val) [11][1300/6282] eta: 0:03:25 time: 0.0413 data_time: 0.0037 memory: 606 2022/08/07 01:51:46 - mmengine - INFO - Epoch(val) [11][1320/6282] eta: 0:03:34 time: 0.0433 data_time: 0.0048 memory: 606 2022/08/07 01:51:47 - mmengine - INFO - Epoch(val) [11][1340/6282] eta: 0:03:24 time: 0.0414 data_time: 0.0042 memory: 606 2022/08/07 01:51:47 - mmengine - INFO - Epoch(val) [11][1360/6282] eta: 0:03:12 time: 0.0391 data_time: 0.0040 memory: 606 2022/08/07 01:51:48 - mmengine - INFO - Epoch(val) [11][1380/6282] eta: 0:03:09 time: 0.0386 data_time: 0.0051 memory: 606 2022/08/07 01:51:49 - mmengine - INFO - Epoch(val) [11][1400/6282] eta: 0:03:19 time: 0.0408 data_time: 0.0024 memory: 606 2022/08/07 01:51:50 - mmengine - INFO - Epoch(val) [11][1420/6282] eta: 0:03:09 time: 0.0390 data_time: 0.0034 memory: 606 2022/08/07 01:51:50 - mmengine - INFO - Epoch(val) [11][1440/6282] eta: 0:03:06 time: 0.0386 data_time: 0.0043 memory: 606 2022/08/07 01:51:51 - mmengine - INFO - Epoch(val) [11][1460/6282] eta: 0:03:02 time: 0.0379 data_time: 0.0044 memory: 606 2022/08/07 01:51:52 - mmengine - INFO - Epoch(val) [11][1480/6282] eta: 0:03:05 time: 0.0387 data_time: 0.0033 memory: 606 2022/08/07 01:51:53 - mmengine - INFO - Epoch(val) [11][1500/6282] eta: 0:03:29 time: 0.0438 data_time: 0.0043 memory: 606 2022/08/07 01:51:54 - mmengine - INFO - Epoch(val) [11][1520/6282] eta: 0:03:16 time: 0.0413 data_time: 0.0047 memory: 650 2022/08/07 01:51:55 - mmengine - INFO - Epoch(val) [11][1540/6282] eta: 0:03:31 time: 0.0446 data_time: 0.0061 memory: 650 2022/08/07 01:51:56 - mmengine - INFO - Epoch(val) [11][1560/6282] eta: 0:03:20 time: 0.0424 data_time: 0.0043 memory: 650 2022/08/07 01:51:56 - mmengine - INFO - Epoch(val) [11][1580/6282] eta: 0:03:30 time: 0.0449 data_time: 0.0050 memory: 650 2022/08/07 01:51:57 - mmengine - INFO - Epoch(val) [11][1600/6282] eta: 0:03:26 time: 0.0441 data_time: 0.0044 memory: 650 2022/08/07 01:51:59 - mmengine - INFO - Epoch(val) [11][1620/6282] eta: 0:05:27 time: 0.0702 data_time: 0.0029 memory: 650 2022/08/07 01:52:00 - mmengine - INFO - Epoch(val) [11][1640/6282] eta: 0:03:15 time: 0.0421 data_time: 0.0050 memory: 606 2022/08/07 01:52:00 - mmengine - INFO - Epoch(val) [11][1660/6282] eta: 0:03:01 time: 0.0392 data_time: 0.0033 memory: 606 2022/08/07 01:52:01 - mmengine - INFO - Epoch(val) [11][1680/6282] eta: 0:03:21 time: 0.0437 data_time: 0.0051 memory: 606 2022/08/07 01:52:02 - mmengine - INFO - Epoch(val) [11][1700/6282] eta: 0:03:17 time: 0.0431 data_time: 0.0052 memory: 606 2022/08/07 01:52:03 - mmengine - INFO - Epoch(val) [11][1720/6282] eta: 0:03:26 time: 0.0452 data_time: 0.0047 memory: 606 2022/08/07 01:52:04 - mmengine - INFO - Epoch(val) [11][1740/6282] eta: 0:03:30 time: 0.0464 data_time: 0.0053 memory: 606 2022/08/07 01:52:05 - mmengine - INFO - Epoch(val) [11][1760/6282] eta: 0:03:19 time: 0.0441 data_time: 0.0039 memory: 606 2022/08/07 01:52:06 - mmengine - INFO - Epoch(val) [11][1780/6282] eta: 0:03:05 time: 0.0411 data_time: 0.0044 memory: 606 2022/08/07 01:52:07 - mmengine - INFO - Epoch(val) [11][1800/6282] eta: 0:03:16 time: 0.0438 data_time: 0.0036 memory: 606 2022/08/07 01:52:08 - mmengine - INFO - Epoch(val) [11][1820/6282] eta: 0:03:16 time: 0.0440 data_time: 0.0042 memory: 606 2022/08/07 01:52:08 - mmengine - INFO - Epoch(val) [11][1840/6282] eta: 0:03:06 time: 0.0420 data_time: 0.0048 memory: 606 2022/08/07 01:52:09 - mmengine - INFO - Epoch(val) [11][1860/6282] eta: 0:03:23 time: 0.0459 data_time: 0.0067 memory: 606 2022/08/07 01:52:10 - mmengine - INFO - Epoch(val) [11][1880/6282] eta: 0:02:57 time: 0.0404 data_time: 0.0040 memory: 606 2022/08/07 01:52:11 - mmengine - INFO - Epoch(val) [11][1900/6282] eta: 0:03:08 time: 0.0431 data_time: 0.0031 memory: 606 2022/08/07 01:52:12 - mmengine - INFO - Epoch(val) [11][1920/6282] eta: 0:02:58 time: 0.0410 data_time: 0.0039 memory: 606 2022/08/07 01:52:13 - mmengine - INFO - Epoch(val) [11][1940/6282] eta: 0:03:04 time: 0.0425 data_time: 0.0051 memory: 606 2022/08/07 01:52:13 - mmengine - INFO - Epoch(val) [11][1960/6282] eta: 0:02:53 time: 0.0401 data_time: 0.0041 memory: 579 2022/08/07 01:52:14 - mmengine - INFO - Epoch(val) [11][1980/6282] eta: 0:03:04 time: 0.0429 data_time: 0.0046 memory: 579 2022/08/07 01:52:15 - mmengine - INFO - Epoch(val) [11][2000/6282] eta: 0:02:58 time: 0.0416 data_time: 0.0048 memory: 579 2022/08/07 01:52:16 - mmengine - INFO - Epoch(val) [11][2020/6282] eta: 0:02:56 time: 0.0415 data_time: 0.0042 memory: 579 2022/08/07 01:52:17 - mmengine - INFO - Epoch(val) [11][2040/6282] eta: 0:02:54 time: 0.0411 data_time: 0.0042 memory: 579 2022/08/07 01:52:18 - mmengine - INFO - Epoch(val) [11][2060/6282] eta: 0:02:57 time: 0.0421 data_time: 0.0041 memory: 579 2022/08/07 01:52:19 - mmengine - INFO - Epoch(val) [11][2080/6282] eta: 0:04:36 time: 0.0659 data_time: 0.0047 memory: 579 2022/08/07 01:52:20 - mmengine - INFO - Epoch(val) [11][2100/6282] eta: 0:02:49 time: 0.0405 data_time: 0.0046 memory: 579 2022/08/07 01:52:21 - mmengine - INFO - Epoch(val) [11][2120/6282] eta: 0:02:57 time: 0.0427 data_time: 0.0058 memory: 579 2022/08/07 01:52:22 - mmengine - INFO - Epoch(val) [11][2140/6282] eta: 0:02:41 time: 0.0389 data_time: 0.0041 memory: 579 2022/08/07 01:52:22 - mmengine - INFO - Epoch(val) [11][2160/6282] eta: 0:02:45 time: 0.0402 data_time: 0.0045 memory: 577 2022/08/07 01:52:23 - mmengine - INFO - Epoch(val) [11][2180/6282] eta: 0:02:35 time: 0.0378 data_time: 0.0058 memory: 577 2022/08/07 01:52:24 - mmengine - INFO - Epoch(val) [11][2200/6282] eta: 0:02:40 time: 0.0394 data_time: 0.0024 memory: 577 2022/08/07 01:52:25 - mmengine - INFO - Epoch(val) [11][2220/6282] eta: 0:02:46 time: 0.0409 data_time: 0.0029 memory: 577 2022/08/07 01:52:26 - mmengine - INFO - Epoch(val) [11][2240/6282] eta: 0:02:46 time: 0.0411 data_time: 0.0043 memory: 577 2022/08/07 01:52:26 - mmengine - INFO - Epoch(val) [11][2260/6282] eta: 0:02:41 time: 0.0401 data_time: 0.0040 memory: 579 2022/08/07 01:52:27 - mmengine - INFO - Epoch(val) [11][2280/6282] eta: 0:02:38 time: 0.0397 data_time: 0.0043 memory: 579 2022/08/07 01:52:28 - mmengine - INFO - Epoch(val) [11][2300/6282] eta: 0:02:52 time: 0.0434 data_time: 0.0038 memory: 579 2022/08/07 01:52:29 - mmengine - INFO - Epoch(val) [11][2320/6282] eta: 0:02:38 time: 0.0400 data_time: 0.0038 memory: 579 2022/08/07 01:52:30 - mmengine - INFO - Epoch(val) [11][2340/6282] eta: 0:02:40 time: 0.0407 data_time: 0.0036 memory: 579 2022/08/07 01:52:31 - mmengine - INFO - Epoch(val) [11][2360/6282] eta: 0:02:48 time: 0.0429 data_time: 0.0057 memory: 577 2022/08/07 01:52:32 - mmengine - INFO - Epoch(val) [11][2380/6282] eta: 0:02:54 time: 0.0448 data_time: 0.0043 memory: 577 2022/08/07 01:52:32 - mmengine - INFO - Epoch(val) [11][2400/6282] eta: 0:03:02 time: 0.0470 data_time: 0.0068 memory: 577 2022/08/07 01:52:33 - mmengine - INFO - Epoch(val) [11][2420/6282] eta: 0:02:43 time: 0.0424 data_time: 0.0057 memory: 577 2022/08/07 01:52:34 - mmengine - INFO - Epoch(val) [11][2440/6282] eta: 0:03:03 time: 0.0477 data_time: 0.0045 memory: 577 2022/08/07 01:52:35 - mmengine - INFO - Epoch(val) [11][2460/6282] eta: 0:02:51 time: 0.0449 data_time: 0.0059 memory: 606 2022/08/07 01:52:36 - mmengine - INFO - Epoch(val) [11][2480/6282] eta: 0:02:47 time: 0.0440 data_time: 0.0054 memory: 606 2022/08/07 01:52:37 - mmengine - INFO - Epoch(val) [11][2500/6282] eta: 0:02:41 time: 0.0426 data_time: 0.0041 memory: 606 2022/08/07 01:52:38 - mmengine - INFO - Epoch(val) [11][2520/6282] eta: 0:02:32 time: 0.0405 data_time: 0.0044 memory: 606 2022/08/07 01:52:39 - mmengine - INFO - Epoch(val) [11][2540/6282] eta: 0:04:09 time: 0.0666 data_time: 0.0039 memory: 606 2022/08/07 01:52:40 - mmengine - INFO - Epoch(val) [11][2560/6282] eta: 0:02:38 time: 0.0426 data_time: 0.0040 memory: 606 2022/08/07 01:52:41 - mmengine - INFO - Epoch(val) [11][2580/6282] eta: 0:02:33 time: 0.0413 data_time: 0.0035 memory: 606 2022/08/07 01:52:42 - mmengine - INFO - Epoch(val) [11][2600/6282] eta: 0:02:42 time: 0.0441 data_time: 0.0060 memory: 606 2022/08/07 01:52:43 - mmengine - INFO - Epoch(val) [11][2620/6282] eta: 0:02:35 time: 0.0426 data_time: 0.0039 memory: 606 2022/08/07 01:52:43 - mmengine - INFO - Epoch(val) [11][2640/6282] eta: 0:02:39 time: 0.0439 data_time: 0.0048 memory: 606 2022/08/07 01:52:44 - mmengine - INFO - Epoch(val) [11][2660/6282] eta: 0:02:26 time: 0.0405 data_time: 0.0041 memory: 646 2022/08/07 01:52:45 - mmengine - INFO - Epoch(val) [11][2680/6282] eta: 0:02:44 time: 0.0457 data_time: 0.0042 memory: 646 2022/08/07 01:52:46 - mmengine - INFO - Epoch(val) [11][2700/6282] eta: 0:02:33 time: 0.0428 data_time: 0.0039 memory: 646 2022/08/07 01:52:47 - mmengine - INFO - Epoch(val) [11][2720/6282] eta: 0:02:48 time: 0.0473 data_time: 0.0048 memory: 646 2022/08/07 01:52:48 - mmengine - INFO - Epoch(val) [11][2740/6282] eta: 0:02:34 time: 0.0437 data_time: 0.0056 memory: 646 2022/08/07 01:52:49 - mmengine - INFO - Epoch(val) [11][2760/6282] eta: 0:02:27 time: 0.0418 data_time: 0.0052 memory: 579 2022/08/07 01:52:50 - mmengine - INFO - Epoch(val) [11][2780/6282] eta: 0:02:24 time: 0.0413 data_time: 0.0040 memory: 579 2022/08/07 01:52:50 - mmengine - INFO - Epoch(val) [11][2800/6282] eta: 0:02:25 time: 0.0419 data_time: 0.0039 memory: 579 2022/08/07 01:52:51 - mmengine - INFO - Epoch(val) [11][2820/6282] eta: 0:02:09 time: 0.0374 data_time: 0.0037 memory: 579 2022/08/07 01:52:52 - mmengine - INFO - Epoch(val) [11][2840/6282] eta: 0:02:13 time: 0.0389 data_time: 0.0040 memory: 579 2022/08/07 01:52:53 - mmengine - INFO - Epoch(val) [11][2860/6282] eta: 0:02:20 time: 0.0409 data_time: 0.0043 memory: 606 2022/08/07 01:52:54 - mmengine - INFO - Epoch(val) [11][2880/6282] eta: 0:02:16 time: 0.0401 data_time: 0.0042 memory: 606 2022/08/07 01:52:54 - mmengine - INFO - Epoch(val) [11][2900/6282] eta: 0:02:12 time: 0.0392 data_time: 0.0035 memory: 606 2022/08/07 01:52:55 - mmengine - INFO - Epoch(val) [11][2920/6282] eta: 0:02:08 time: 0.0383 data_time: 0.0037 memory: 606 2022/08/07 01:52:56 - mmengine - INFO - Epoch(val) [11][2940/6282] eta: 0:02:15 time: 0.0405 data_time: 0.0049 memory: 591 2022/08/07 01:52:57 - mmengine - INFO - Epoch(val) [11][2960/6282] eta: 0:02:26 time: 0.0441 data_time: 0.0066 memory: 591 2022/08/07 01:52:58 - mmengine - INFO - Epoch(val) [11][2980/6282] eta: 0:02:19 time: 0.0423 data_time: 0.0047 memory: 591 2022/08/07 01:52:59 - mmengine - INFO - Epoch(val) [11][3000/6282] eta: 0:03:38 time: 0.0665 data_time: 0.0041 memory: 591 2022/08/07 01:53:00 - mmengine - INFO - Epoch(val) [11][3020/6282] eta: 0:02:20 time: 0.0432 data_time: 0.0043 memory: 606 2022/08/07 01:53:01 - mmengine - INFO - Epoch(val) [11][3040/6282] eta: 0:02:29 time: 0.0461 data_time: 0.0059 memory: 606 2022/08/07 01:53:02 - mmengine - INFO - Epoch(val) [11][3060/6282] eta: 0:02:13 time: 0.0413 data_time: 0.0044 memory: 606 2022/08/07 01:53:03 - mmengine - INFO - Epoch(val) [11][3080/6282] eta: 0:02:12 time: 0.0412 data_time: 0.0039 memory: 606 2022/08/07 01:53:03 - mmengine - INFO - Epoch(val) [11][3100/6282] eta: 0:02:09 time: 0.0406 data_time: 0.0043 memory: 606 2022/08/07 01:53:04 - mmengine - INFO - Epoch(val) [11][3120/6282] eta: 0:02:03 time: 0.0390 data_time: 0.0042 memory: 579 2022/08/07 01:53:05 - mmengine - INFO - Epoch(val) [11][3140/6282] eta: 0:02:02 time: 0.0390 data_time: 0.0051 memory: 579 2022/08/07 01:53:06 - mmengine - INFO - Epoch(val) [11][3160/6282] eta: 0:01:50 time: 0.0352 data_time: 0.0032 memory: 579 2022/08/07 01:53:07 - mmengine - INFO - Epoch(val) [11][3180/6282] eta: 0:02:03 time: 0.0398 data_time: 0.0040 memory: 579 2022/08/07 01:53:07 - mmengine - INFO - Epoch(val) [11][3200/6282] eta: 0:01:59 time: 0.0387 data_time: 0.0046 memory: 606 2022/08/07 01:53:08 - mmengine - INFO - Epoch(val) [11][3220/6282] eta: 0:02:20 time: 0.0458 data_time: 0.0052 memory: 606 2022/08/07 01:53:09 - mmengine - INFO - Epoch(val) [11][3240/6282] eta: 0:02:16 time: 0.0449 data_time: 0.0043 memory: 606 2022/08/07 01:53:10 - mmengine - INFO - Epoch(val) [11][3260/6282] eta: 0:02:12 time: 0.0440 data_time: 0.0040 memory: 606 2022/08/07 01:53:11 - mmengine - INFO - Epoch(val) [11][3280/6282] eta: 0:01:59 time: 0.0399 data_time: 0.0040 memory: 606 2022/08/07 01:53:12 - mmengine - INFO - Epoch(val) [11][3300/6282] eta: 0:02:01 time: 0.0408 data_time: 0.0055 memory: 606 2022/08/07 01:53:12 - mmengine - INFO - Epoch(val) [11][3320/6282] eta: 0:01:57 time: 0.0396 data_time: 0.0044 memory: 606 2022/08/07 01:53:13 - mmengine - INFO - Epoch(val) [11][3340/6282] eta: 0:02:05 time: 0.0426 data_time: 0.0040 memory: 606 2022/08/07 01:53:14 - mmengine - INFO - Epoch(val) [11][3360/6282] eta: 0:01:57 time: 0.0401 data_time: 0.0040 memory: 606 2022/08/07 01:53:15 - mmengine - INFO - Epoch(val) [11][3380/6282] eta: 0:02:03 time: 0.0427 data_time: 0.0035 memory: 606 2022/08/07 01:53:16 - mmengine - INFO - Epoch(val) [11][3400/6282] eta: 0:01:51 time: 0.0386 data_time: 0.0033 memory: 577 2022/08/07 01:53:17 - mmengine - INFO - Epoch(val) [11][3420/6282] eta: 0:01:50 time: 0.0387 data_time: 0.0036 memory: 577 2022/08/07 01:53:17 - mmengine - INFO - Epoch(val) [11][3440/6282] eta: 0:01:47 time: 0.0378 data_time: 0.0042 memory: 577 2022/08/07 01:53:19 - mmengine - INFO - Epoch(val) [11][3460/6282] eta: 0:03:06 time: 0.0661 data_time: 0.0038 memory: 577 2022/08/07 01:53:20 - mmengine - INFO - Epoch(val) [11][3480/6282] eta: 0:01:51 time: 0.0398 data_time: 0.0054 memory: 577 2022/08/07 01:53:20 - mmengine - INFO - Epoch(val) [11][3500/6282] eta: 0:01:58 time: 0.0427 data_time: 0.0057 memory: 577 2022/08/07 01:53:21 - mmengine - INFO - Epoch(val) [11][3520/6282] eta: 0:01:53 time: 0.0412 data_time: 0.0055 memory: 577 2022/08/07 01:53:22 - mmengine - INFO - Epoch(val) [11][3540/6282] eta: 0:01:54 time: 0.0417 data_time: 0.0042 memory: 577 2022/08/07 01:53:23 - mmengine - INFO - Epoch(val) [11][3560/6282] eta: 0:01:50 time: 0.0405 data_time: 0.0042 memory: 577 2022/08/07 01:53:24 - mmengine - INFO - Epoch(val) [11][3580/6282] eta: 0:01:53 time: 0.0421 data_time: 0.0058 memory: 598 2022/08/07 01:53:25 - mmengine - INFO - Epoch(val) [11][3600/6282] eta: 0:01:55 time: 0.0430 data_time: 0.0052 memory: 598 2022/08/07 01:53:25 - mmengine - INFO - Epoch(val) [11][3620/6282] eta: 0:01:48 time: 0.0407 data_time: 0.0056 memory: 598 2022/08/07 01:53:26 - mmengine - INFO - Epoch(val) [11][3640/6282] eta: 0:01:43 time: 0.0391 data_time: 0.0036 memory: 598 2022/08/07 01:53:27 - mmengine - INFO - Epoch(val) [11][3660/6282] eta: 0:01:51 time: 0.0424 data_time: 0.0042 memory: 598 2022/08/07 01:53:28 - mmengine - INFO - Epoch(val) [11][3680/6282] eta: 0:01:58 time: 0.0454 data_time: 0.0062 memory: 606 2022/08/07 01:53:29 - mmengine - INFO - Epoch(val) [11][3700/6282] eta: 0:01:51 time: 0.0434 data_time: 0.0044 memory: 606 2022/08/07 01:53:30 - mmengine - INFO - Epoch(val) [11][3720/6282] eta: 0:01:57 time: 0.0460 data_time: 0.0079 memory: 606 2022/08/07 01:53:31 - mmengine - INFO - Epoch(val) [11][3740/6282] eta: 0:01:48 time: 0.0425 data_time: 0.0057 memory: 606 2022/08/07 01:53:32 - mmengine - INFO - Epoch(val) [11][3760/6282] eta: 0:01:51 time: 0.0441 data_time: 0.0051 memory: 606 2022/08/07 01:53:32 - mmengine - INFO - Epoch(val) [11][3780/6282] eta: 0:01:44 time: 0.0417 data_time: 0.0049 memory: 606 2022/08/07 01:53:33 - mmengine - INFO - Epoch(val) [11][3800/6282] eta: 0:01:42 time: 0.0413 data_time: 0.0046 memory: 606 2022/08/07 01:53:34 - mmengine - INFO - Epoch(val) [11][3820/6282] eta: 0:01:43 time: 0.0419 data_time: 0.0048 memory: 606 2022/08/07 01:53:35 - mmengine - INFO - Epoch(val) [11][3840/6282] eta: 0:01:48 time: 0.0444 data_time: 0.0034 memory: 606 2022/08/07 01:53:36 - mmengine - INFO - Epoch(val) [11][3860/6282] eta: 0:01:43 time: 0.0428 data_time: 0.0052 memory: 606 2022/08/07 01:53:37 - mmengine - INFO - Epoch(val) [11][3880/6282] eta: 0:01:32 time: 0.0387 data_time: 0.0030 memory: 606 2022/08/07 01:53:37 - mmengine - INFO - Epoch(val) [11][3900/6282] eta: 0:01:33 time: 0.0392 data_time: 0.0037 memory: 606 2022/08/07 01:53:39 - mmengine - INFO - Epoch(val) [11][3920/6282] eta: 0:02:30 time: 0.0636 data_time: 0.0042 memory: 606 2022/08/07 01:53:40 - mmengine - INFO - Epoch(val) [11][3940/6282] eta: 0:01:33 time: 0.0400 data_time: 0.0037 memory: 606 2022/08/07 01:53:40 - mmengine - INFO - Epoch(val) [11][3960/6282] eta: 0:01:29 time: 0.0384 data_time: 0.0034 memory: 606 2022/08/07 01:53:41 - mmengine - INFO - Epoch(val) [11][3980/6282] eta: 0:01:26 time: 0.0375 data_time: 0.0029 memory: 606 2022/08/07 01:53:42 - mmengine - INFO - Epoch(val) [11][4000/6282] eta: 0:01:35 time: 0.0418 data_time: 0.0053 memory: 606 2022/08/07 01:53:43 - mmengine - INFO - Epoch(val) [11][4020/6282] eta: 0:01:37 time: 0.0432 data_time: 0.0050 memory: 606 2022/08/07 01:53:44 - mmengine - INFO - Epoch(val) [11][4040/6282] eta: 0:01:40 time: 0.0448 data_time: 0.0047 memory: 646 2022/08/07 01:53:45 - mmengine - INFO - Epoch(val) [11][4060/6282] eta: 0:01:36 time: 0.0436 data_time: 0.0047 memory: 646 2022/08/07 01:53:46 - mmengine - INFO - Epoch(val) [11][4080/6282] eta: 0:01:40 time: 0.0456 data_time: 0.0050 memory: 646 2022/08/07 01:53:46 - mmengine - INFO - Epoch(val) [11][4100/6282] eta: 0:01:37 time: 0.0447 data_time: 0.0040 memory: 646 2022/08/07 01:53:47 - mmengine - INFO - Epoch(val) [11][4120/6282] eta: 0:01:37 time: 0.0451 data_time: 0.0060 memory: 646 2022/08/07 01:53:48 - mmengine - INFO - Epoch(val) [11][4140/6282] eta: 0:01:35 time: 0.0446 data_time: 0.0042 memory: 646 2022/08/07 01:53:49 - mmengine - INFO - Epoch(val) [11][4160/6282] eta: 0:01:28 time: 0.0419 data_time: 0.0034 memory: 577 2022/08/07 01:53:50 - mmengine - INFO - Epoch(val) [11][4180/6282] eta: 0:01:26 time: 0.0410 data_time: 0.0053 memory: 577 2022/08/07 01:53:51 - mmengine - INFO - Epoch(val) [11][4200/6282] eta: 0:01:24 time: 0.0407 data_time: 0.0048 memory: 577 2022/08/07 01:53:52 - mmengine - INFO - Epoch(val) [11][4220/6282] eta: 0:01:18 time: 0.0382 data_time: 0.0037 memory: 577 2022/08/07 01:53:53 - mmengine - INFO - Epoch(val) [11][4240/6282] eta: 0:02:11 time: 0.0643 data_time: 0.0041 memory: 577 2022/08/07 01:53:54 - mmengine - INFO - Epoch(val) [11][4260/6282] eta: 0:01:17 time: 0.0385 data_time: 0.0041 memory: 576 2022/08/07 01:53:54 - mmengine - INFO - Epoch(val) [11][4280/6282] eta: 0:01:17 time: 0.0389 data_time: 0.0033 memory: 576 2022/08/07 01:53:55 - mmengine - INFO - Epoch(val) [11][4300/6282] eta: 0:01:21 time: 0.0411 data_time: 0.0046 memory: 576 2022/08/07 01:53:56 - mmengine - INFO - Epoch(val) [11][4320/6282] eta: 0:01:16 time: 0.0388 data_time: 0.0044 memory: 576 2022/08/07 01:53:57 - mmengine - INFO - Epoch(val) [11][4340/6282] eta: 0:01:18 time: 0.0402 data_time: 0.0027 memory: 576 2022/08/07 01:53:58 - mmengine - INFO - Epoch(val) [11][4360/6282] eta: 0:01:16 time: 0.0399 data_time: 0.0037 memory: 606 2022/08/07 01:53:59 - mmengine - INFO - Epoch(val) [11][4380/6282] eta: 0:01:20 time: 0.0426 data_time: 0.0040 memory: 606 2022/08/07 01:53:59 - mmengine - INFO - Epoch(val) [11][4400/6282] eta: 0:01:19 time: 0.0425 data_time: 0.0055 memory: 606 2022/08/07 01:54:00 - mmengine - INFO - Epoch(val) [11][4420/6282] eta: 0:01:16 time: 0.0409 data_time: 0.0036 memory: 606 2022/08/07 01:54:01 - mmengine - INFO - Epoch(val) [11][4440/6282] eta: 0:01:15 time: 0.0411 data_time: 0.0035 memory: 610 2022/08/07 01:54:02 - mmengine - INFO - Epoch(val) [11][4460/6282] eta: 0:01:14 time: 0.0411 data_time: 0.0045 memory: 610 2022/08/07 01:54:03 - mmengine - INFO - Epoch(val) [11][4480/6282] eta: 0:01:12 time: 0.0405 data_time: 0.0033 memory: 610 2022/08/07 01:54:04 - mmengine - INFO - Epoch(val) [11][4500/6282] eta: 0:01:11 time: 0.0399 data_time: 0.0041 memory: 610 2022/08/07 01:54:04 - mmengine - INFO - Epoch(val) [11][4520/6282] eta: 0:01:08 time: 0.0388 data_time: 0.0039 memory: 610 2022/08/07 01:54:05 - mmengine - INFO - Epoch(val) [11][4540/6282] eta: 0:01:06 time: 0.0382 data_time: 0.0035 memory: 579 2022/08/07 01:54:06 - mmengine - INFO - Epoch(val) [11][4560/6282] eta: 0:01:05 time: 0.0378 data_time: 0.0050 memory: 579 2022/08/07 01:54:07 - mmengine - INFO - Epoch(val) [11][4580/6282] eta: 0:01:03 time: 0.0373 data_time: 0.0032 memory: 579 2022/08/07 01:54:07 - mmengine - INFO - Epoch(val) [11][4600/6282] eta: 0:01:08 time: 0.0410 data_time: 0.0049 memory: 579 2022/08/07 01:54:09 - mmengine - INFO - Epoch(val) [11][4620/6282] eta: 0:01:52 time: 0.0674 data_time: 0.0048 memory: 579 2022/08/07 01:54:10 - mmengine - INFO - Epoch(val) [11][4640/6282] eta: 0:01:07 time: 0.0414 data_time: 0.0063 memory: 610 2022/08/07 01:54:10 - mmengine - INFO - Epoch(val) [11][4660/6282] eta: 0:01:05 time: 0.0401 data_time: 0.0044 memory: 610 2022/08/07 01:54:11 - mmengine - INFO - Epoch(val) [11][4680/6282] eta: 0:01:05 time: 0.0408 data_time: 0.0050 memory: 610 2022/08/07 01:54:12 - mmengine - INFO - Epoch(val) [11][4700/6282] eta: 0:01:04 time: 0.0411 data_time: 0.0050 memory: 610 2022/08/07 01:54:13 - mmengine - INFO - Epoch(val) [11][4720/6282] eta: 0:01:07 time: 0.0435 data_time: 0.0050 memory: 610 2022/08/07 01:54:14 - mmengine - INFO - Epoch(val) [11][4740/6282] eta: 0:01:03 time: 0.0412 data_time: 0.0060 memory: 590 2022/08/07 01:54:15 - mmengine - INFO - Epoch(val) [11][4760/6282] eta: 0:01:02 time: 0.0411 data_time: 0.0052 memory: 590 2022/08/07 01:54:15 - mmengine - INFO - Epoch(val) [11][4780/6282] eta: 0:00:53 time: 0.0359 data_time: 0.0035 memory: 590 2022/08/07 01:54:16 - mmengine - INFO - Epoch(val) [11][4800/6282] eta: 0:01:00 time: 0.0408 data_time: 0.0053 memory: 590 2022/08/07 01:54:17 - mmengine - INFO - Epoch(val) [11][4820/6282] eta: 0:00:54 time: 0.0374 data_time: 0.0045 memory: 606 2022/08/07 01:54:18 - mmengine - INFO - Epoch(val) [11][4840/6282] eta: 0:00:59 time: 0.0409 data_time: 0.0045 memory: 606 2022/08/07 01:54:19 - mmengine - INFO - Epoch(val) [11][4860/6282] eta: 0:01:00 time: 0.0423 data_time: 0.0053 memory: 606 2022/08/07 01:54:20 - mmengine - INFO - Epoch(val) [11][4880/6282] eta: 0:00:59 time: 0.0427 data_time: 0.0061 memory: 606 2022/08/07 01:54:21 - mmengine - INFO - Epoch(val) [11][4900/6282] eta: 0:01:00 time: 0.0436 data_time: 0.0060 memory: 606 2022/08/07 01:54:21 - mmengine - INFO - Epoch(val) [11][4920/6282] eta: 0:00:51 time: 0.0382 data_time: 0.0043 memory: 608 2022/08/07 01:54:22 - mmengine - INFO - Epoch(val) [11][4940/6282] eta: 0:01:01 time: 0.0455 data_time: 0.0046 memory: 608 2022/08/07 01:54:23 - mmengine - INFO - Epoch(val) [11][4960/6282] eta: 0:00:58 time: 0.0440 data_time: 0.0053 memory: 608 2022/08/07 01:54:24 - mmengine - INFO - Epoch(val) [11][4980/6282] eta: 0:00:56 time: 0.0435 data_time: 0.0053 memory: 608 2022/08/07 01:54:25 - mmengine - INFO - Epoch(val) [11][5000/6282] eta: 0:00:54 time: 0.0427 data_time: 0.0049 memory: 608 2022/08/07 01:54:26 - mmengine - INFO - Epoch(val) [11][5020/6282] eta: 0:00:54 time: 0.0429 data_time: 0.0054 memory: 608 2022/08/07 01:54:27 - mmengine - INFO - Epoch(val) [11][5040/6282] eta: 0:00:48 time: 0.0392 data_time: 0.0048 memory: 579 2022/08/07 01:54:27 - mmengine - INFO - Epoch(val) [11][5060/6282] eta: 0:00:50 time: 0.0415 data_time: 0.0041 memory: 579 2022/08/07 01:54:29 - mmengine - INFO - Epoch(val) [11][5080/6282] eta: 0:01:16 time: 0.0637 data_time: 0.0037 memory: 579 2022/08/07 01:54:29 - mmengine - INFO - Epoch(val) [11][5100/6282] eta: 0:00:48 time: 0.0410 data_time: 0.0046 memory: 579 2022/08/07 01:54:30 - mmengine - INFO - Epoch(val) [11][5120/6282] eta: 0:00:45 time: 0.0393 data_time: 0.0047 memory: 579 2022/08/07 01:54:31 - mmengine - INFO - Epoch(val) [11][5140/6282] eta: 0:00:44 time: 0.0389 data_time: 0.0034 memory: 577 2022/08/07 01:54:32 - mmengine - INFO - Epoch(val) [11][5160/6282] eta: 0:00:51 time: 0.0458 data_time: 0.0062 memory: 577 2022/08/07 01:54:33 - mmengine - INFO - Epoch(val) [11][5180/6282] eta: 0:00:49 time: 0.0448 data_time: 0.0042 memory: 577 2022/08/07 01:54:34 - mmengine - INFO - Epoch(val) [11][5200/6282] eta: 0:00:45 time: 0.0423 data_time: 0.0042 memory: 577 2022/08/07 01:54:35 - mmengine - INFO - Epoch(val) [11][5220/6282] eta: 0:00:40 time: 0.0377 data_time: 0.0038 memory: 577 2022/08/07 01:54:35 - mmengine - INFO - Epoch(val) [11][5240/6282] eta: 0:00:42 time: 0.0406 data_time: 0.0048 memory: 576 2022/08/07 01:54:36 - mmengine - INFO - Epoch(val) [11][5260/6282] eta: 0:00:42 time: 0.0414 data_time: 0.0042 memory: 576 2022/08/07 01:54:37 - mmengine - INFO - Epoch(val) [11][5280/6282] eta: 0:00:42 time: 0.0426 data_time: 0.0027 memory: 576 2022/08/07 01:54:38 - mmengine - INFO - Epoch(val) [11][5300/6282] eta: 0:00:38 time: 0.0393 data_time: 0.0044 memory: 576 2022/08/07 01:54:39 - mmengine - INFO - Epoch(val) [11][5320/6282] eta: 0:00:41 time: 0.0429 data_time: 0.0038 memory: 577 2022/08/07 01:54:40 - mmengine - INFO - Epoch(val) [11][5340/6282] eta: 0:00:38 time: 0.0409 data_time: 0.0047 memory: 577 2022/08/07 01:54:40 - mmengine - INFO - Epoch(val) [11][5360/6282] eta: 0:00:38 time: 0.0419 data_time: 0.0041 memory: 577 2022/08/07 01:54:41 - mmengine - INFO - Epoch(val) [11][5380/6282] eta: 0:00:38 time: 0.0428 data_time: 0.0050 memory: 577 2022/08/07 01:54:42 - mmengine - INFO - Epoch(val) [11][5400/6282] eta: 0:00:35 time: 0.0401 data_time: 0.0043 memory: 577 2022/08/07 01:54:43 - mmengine - INFO - Epoch(val) [11][5420/6282] eta: 0:00:35 time: 0.0413 data_time: 0.0045 memory: 577 2022/08/07 01:54:44 - mmengine - INFO - Epoch(val) [11][5440/6282] eta: 0:00:34 time: 0.0411 data_time: 0.0037 memory: 577 2022/08/07 01:54:45 - mmengine - INFO - Epoch(val) [11][5460/6282] eta: 0:00:35 time: 0.0426 data_time: 0.0033 memory: 577 2022/08/07 01:54:46 - mmengine - INFO - Epoch(val) [11][5480/6282] eta: 0:00:35 time: 0.0442 data_time: 0.0063 memory: 577 2022/08/07 01:54:46 - mmengine - INFO - Epoch(val) [11][5500/6282] eta: 0:00:33 time: 0.0426 data_time: 0.0036 memory: 577 2022/08/07 01:54:47 - mmengine - INFO - Epoch(val) [11][5520/6282] eta: 0:00:29 time: 0.0382 data_time: 0.0036 memory: 588 2022/08/07 01:54:48 - mmengine - INFO - Epoch(val) [11][5540/6282] eta: 0:00:28 time: 0.0386 data_time: 0.0044 memory: 588 2022/08/07 01:54:49 - mmengine - INFO - Epoch(val) [11][5560/6282] eta: 0:00:49 time: 0.0687 data_time: 0.0053 memory: 588 2022/08/07 01:54:50 - mmengine - INFO - Epoch(val) [11][5580/6282] eta: 0:00:29 time: 0.0414 data_time: 0.0045 memory: 588 2022/08/07 01:54:51 - mmengine - INFO - Epoch(val) [11][5600/6282] eta: 0:00:24 time: 0.0353 data_time: 0.0033 memory: 588 2022/08/07 01:54:52 - mmengine - INFO - Epoch(val) [11][5620/6282] eta: 0:00:26 time: 0.0394 data_time: 0.0032 memory: 588 2022/08/07 01:54:53 - mmengine - INFO - Epoch(val) [11][5640/6282] eta: 0:00:28 time: 0.0444 data_time: 0.0043 memory: 577 2022/08/07 01:54:53 - mmengine - INFO - Epoch(val) [11][5660/6282] eta: 0:00:25 time: 0.0417 data_time: 0.0052 memory: 577 2022/08/07 01:54:54 - mmengine - INFO - Epoch(val) [11][5680/6282] eta: 0:00:24 time: 0.0402 data_time: 0.0051 memory: 577 2022/08/07 01:54:55 - mmengine - INFO - Epoch(val) [11][5700/6282] eta: 0:00:23 time: 0.0400 data_time: 0.0040 memory: 577 2022/08/07 01:54:56 - mmengine - INFO - Epoch(val) [11][5720/6282] eta: 0:00:23 time: 0.0419 data_time: 0.0058 memory: 594 2022/08/07 01:54:57 - mmengine - INFO - Epoch(val) [11][5740/6282] eta: 0:00:23 time: 0.0431 data_time: 0.0042 memory: 594 2022/08/07 01:54:58 - mmengine - INFO - Epoch(val) [11][5760/6282] eta: 0:00:22 time: 0.0435 data_time: 0.0068 memory: 594 2022/08/07 01:54:58 - mmengine - INFO - Epoch(val) [11][5780/6282] eta: 0:00:19 time: 0.0393 data_time: 0.0039 memory: 594 2022/08/07 01:54:59 - mmengine - INFO - Epoch(val) [11][5800/6282] eta: 0:00:18 time: 0.0375 data_time: 0.0041 memory: 594 2022/08/07 01:55:00 - mmengine - INFO - Epoch(val) [11][5820/6282] eta: 0:00:18 time: 0.0401 data_time: 0.0050 memory: 594 2022/08/07 01:55:01 - mmengine - INFO - Epoch(val) [11][5840/6282] eta: 0:00:21 time: 0.0481 data_time: 0.0044 memory: 588 2022/08/07 01:55:02 - mmengine - INFO - Epoch(val) [11][5860/6282] eta: 0:00:18 time: 0.0442 data_time: 0.0058 memory: 588 2022/08/07 01:55:03 - mmengine - INFO - Epoch(val) [11][5880/6282] eta: 0:00:16 time: 0.0412 data_time: 0.0051 memory: 588 2022/08/07 01:55:04 - mmengine - INFO - Epoch(val) [11][5900/6282] eta: 0:00:17 time: 0.0449 data_time: 0.0045 memory: 588 2022/08/07 01:55:05 - mmengine - INFO - Epoch(val) [11][5920/6282] eta: 0:00:14 time: 0.0413 data_time: 0.0042 memory: 588 2022/08/07 01:55:05 - mmengine - INFO - Epoch(val) [11][5940/6282] eta: 0:00:14 time: 0.0428 data_time: 0.0039 memory: 577 2022/08/07 01:55:06 - mmengine - INFO - Epoch(val) [11][5960/6282] eta: 0:00:13 time: 0.0413 data_time: 0.0044 memory: 577 2022/08/07 01:55:07 - mmengine - INFO - Epoch(val) [11][5980/6282] eta: 0:00:12 time: 0.0428 data_time: 0.0048 memory: 577 2022/08/07 01:55:08 - mmengine - INFO - Epoch(val) [11][6000/6282] eta: 0:00:12 time: 0.0442 data_time: 0.0049 memory: 606 2022/08/07 01:55:09 - mmengine - INFO - Epoch(val) [11][6020/6282] eta: 0:00:11 time: 0.0453 data_time: 0.0049 memory: 606 2022/08/07 01:55:10 - mmengine - INFO - Epoch(val) [11][6040/6282] eta: 0:00:09 time: 0.0398 data_time: 0.0036 memory: 606 2022/08/07 01:55:11 - mmengine - INFO - Epoch(val) [11][6060/6282] eta: 0:00:08 time: 0.0387 data_time: 0.0037 memory: 606 2022/08/07 01:55:11 - mmengine - INFO - Epoch(val) [11][6080/6282] eta: 0:00:08 time: 0.0435 data_time: 0.0051 memory: 606 2022/08/07 01:55:12 - mmengine - INFO - Epoch(val) [11][6100/6282] eta: 0:00:07 time: 0.0402 data_time: 0.0032 memory: 606 2022/08/07 01:55:13 - mmengine - INFO - Epoch(val) [11][6120/6282] eta: 0:00:04 time: 0.0268 data_time: 0.0019 memory: 606 2022/08/07 01:55:13 - mmengine - INFO - Epoch(val) [11][6140/6282] eta: 0:00:03 time: 0.0214 data_time: 0.0013 memory: 606 2022/08/07 01:55:14 - mmengine - INFO - Epoch(val) [11][6160/6282] eta: 0:00:02 time: 0.0199 data_time: 0.0013 memory: 606 2022/08/07 01:55:14 - mmengine - INFO - Epoch(val) [11][6180/6282] eta: 0:00:02 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 01:55:14 - mmengine - INFO - Epoch(val) [11][6200/6282] eta: 0:00:01 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 01:55:15 - mmengine - INFO - Epoch(val) [11][6220/6282] eta: 0:00:01 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 01:55:15 - mmengine - INFO - Epoch(val) [11][6240/6282] eta: 0:00:00 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 01:55:16 - mmengine - INFO - Epoch(val) [11][6260/6282] eta: 0:00:00 time: 0.0196 data_time: 0.0012 memory: 606 2022/08/07 01:55:16 - mmengine - INFO - Epoch(val) [11][6280/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0013 memory: 606 2022/08/07 01:59:00 - mmengine - INFO - Epoch(val) [11][6282/6282] mAP/mAP@0.5IOU: 0.2096 2022/08/07 01:59:00 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/ava_slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/best_mAP/mAP@0.5IOU_epoch_10.pth is removed 2022/08/07 01:59:02 - mmengine - INFO - The best checkpoint with 0.2096 mAP/mAP@0.5IOU at 12 epoch is saved to best_mAP/mAP@0.5IOU_epoch_12.pth. 2022/08/07 01:59:10 - mmengine - INFO - Epoch(train) [12][20/1441] lr: 2.0000e-02 eta: 1:25:28 time: 0.4002 data_time: 0.0414 memory: 8503 grad_norm: 0.1145 recall@thr=0.5: 0.7353 prec@thr=0.5: 0.8920 recall@top3: 0.8620 prec@top3: 0.8200 recall@top5: 0.9327 prec@top5: 0.5360 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 01:59:18 - mmengine - INFO - Epoch(train) [12][40/1441] lr: 2.0000e-02 eta: 1:25:21 time: 0.4002 data_time: 0.0220 memory: 8503 grad_norm: 0.1151 recall@thr=0.5: 0.7516 prec@thr=0.5: 0.8255 recall@top3: 0.8774 prec@top3: 0.6918 recall@top5: 0.9434 prec@top5: 0.4604 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 01:59:26 - mmengine - INFO - Epoch(train) [12][60/1441] lr: 2.0000e-02 eta: 1:25:12 time: 0.3842 data_time: 0.0241 memory: 8503 grad_norm: 0.1162 recall@thr=0.5: 0.7297 prec@thr=0.5: 0.8041 recall@top3: 0.8649 prec@top3: 0.7387 recall@top5: 0.9730 prec@top5: 0.5081 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 01:59:34 - mmengine - INFO - Epoch(train) [12][80/1441] lr: 2.0000e-02 eta: 1:25:05 time: 0.3973 data_time: 0.0220 memory: 8503 grad_norm: 0.1184 recall@thr=0.5: 0.7146 prec@thr=0.5: 0.8030 recall@top3: 0.8460 prec@top3: 0.6465 recall@top5: 0.9495 prec@top5: 0.4606 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 01:59:42 - mmengine - INFO - Epoch(train) [12][100/1441] lr: 2.0000e-02 eta: 1:24:57 time: 0.3942 data_time: 0.0233 memory: 8503 grad_norm: 0.1148 recall@thr=0.5: 0.7610 prec@thr=0.5: 0.7508 recall@top3: 0.8167 prec@top3: 0.6911 recall@top5: 0.9260 prec@top5: 0.4878 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 01:59:50 - mmengine - INFO - Epoch(train) [12][120/1441] lr: 2.0000e-02 eta: 1:24:49 time: 0.3969 data_time: 0.0237 memory: 8503 grad_norm: 0.1173 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.7715 recall@top3: 0.7970 prec@top3: 0.6162 recall@top5: 0.9470 prec@top5: 0.4485 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 01:59:58 - mmengine - INFO - Epoch(train) [12][140/1441] lr: 2.0000e-02 eta: 1:24:41 time: 0.3856 data_time: 0.0216 memory: 8503 grad_norm: 0.1135 recall@thr=0.5: 0.6119 prec@thr=0.5: 0.6852 recall@top3: 0.7867 prec@top3: 0.6667 recall@top5: 0.9078 prec@top5: 0.4622 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 02:00:02 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 02:00:06 - mmengine - INFO - Epoch(train) [12][160/1441] lr: 2.0000e-02 eta: 1:24:33 time: 0.4229 data_time: 0.0203 memory: 8503 grad_norm: 0.1172 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7979 recall@top3: 0.7938 prec@top3: 0.6417 recall@top5: 0.9292 prec@top5: 0.4650 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 02:00:14 - mmengine - INFO - Epoch(train) [12][180/1441] lr: 2.0000e-02 eta: 1:24:25 time: 0.4113 data_time: 0.0253 memory: 8503 grad_norm: 0.1173 recall@thr=0.5: 0.6630 prec@thr=0.5: 0.8296 recall@top3: 0.7759 prec@top3: 0.6667 recall@top5: 0.9389 prec@top5: 0.4933 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 02:00:24 - mmengine - INFO - Epoch(train) [12][200/1441] lr: 2.0000e-02 eta: 1:24:19 time: 0.4847 data_time: 0.0246 memory: 8503 grad_norm: 0.1157 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.7677 recall@top3: 0.8542 prec@top3: 0.6806 recall@top5: 0.9531 prec@top5: 0.4417 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 02:00:32 - mmengine - INFO - Epoch(train) [12][220/1441] lr: 2.0000e-02 eta: 1:24:11 time: 0.3848 data_time: 0.0254 memory: 8503 grad_norm: 0.1165 recall@thr=0.5: 0.6361 prec@thr=0.5: 0.7861 recall@top3: 0.8556 prec@top3: 0.6556 recall@top5: 0.9333 prec@top5: 0.4400 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 02:00:40 - mmengine - INFO - Epoch(train) [12][240/1441] lr: 2.0000e-02 eta: 1:24:03 time: 0.4003 data_time: 0.0259 memory: 8503 grad_norm: 0.1185 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.7604 recall@top3: 0.8733 prec@top3: 0.6597 recall@top5: 0.9583 prec@top5: 0.4333 loss_action_cls: 0.0396 loss: 0.0396 2022/08/07 02:00:47 - mmengine - INFO - Epoch(train) [12][260/1441] lr: 2.0000e-02 eta: 1:23:55 time: 0.3814 data_time: 0.0231 memory: 8503 grad_norm: 0.1169 recall@thr=0.5: 0.8061 prec@thr=0.5: 0.8265 recall@top3: 0.8571 prec@top3: 0.7279 recall@top5: 0.9847 prec@top5: 0.5143 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 02:00:55 - mmengine - INFO - Epoch(train) [12][280/1441] lr: 2.0000e-02 eta: 1:23:47 time: 0.3858 data_time: 0.0259 memory: 8503 grad_norm: 0.1168 recall@thr=0.5: 0.7473 prec@thr=0.5: 0.7252 recall@top3: 0.8563 prec@top3: 0.6126 recall@top5: 0.9676 prec@top5: 0.4324 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 02:01:04 - mmengine - INFO - Epoch(train) [12][300/1441] lr: 2.0000e-02 eta: 1:23:39 time: 0.4293 data_time: 0.0241 memory: 8503 grad_norm: 0.1189 recall@thr=0.5: 0.7009 prec@thr=0.5: 0.8025 recall@top3: 0.8290 prec@top3: 0.6605 recall@top5: 0.9306 prec@top5: 0.4630 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 02:01:11 - mmengine - INFO - Epoch(train) [12][320/1441] lr: 2.0000e-02 eta: 1:23:31 time: 0.3817 data_time: 0.0216 memory: 8503 grad_norm: 0.1184 recall@thr=0.5: 0.7039 prec@thr=0.5: 0.8014 recall@top3: 0.8262 prec@top3: 0.6950 recall@top5: 0.9716 prec@top5: 0.5021 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 02:01:19 - mmengine - INFO - Epoch(train) [12][340/1441] lr: 2.0000e-02 eta: 1:23:23 time: 0.3837 data_time: 0.0195 memory: 8503 grad_norm: 0.1178 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.8268 recall@top3: 0.8023 prec@top3: 0.6275 recall@top5: 0.9248 prec@top5: 0.4431 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 02:01:27 - mmengine - INFO - Epoch(train) [12][360/1441] lr: 2.0000e-02 eta: 1:23:15 time: 0.4020 data_time: 0.0195 memory: 8503 grad_norm: 0.1167 recall@thr=0.5: 0.7603 prec@thr=0.5: 0.8611 recall@top3: 0.8540 prec@top3: 0.6905 recall@top5: 0.9389 prec@top5: 0.4524 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 02:01:34 - mmengine - INFO - Epoch(train) [12][380/1441] lr: 2.0000e-02 eta: 1:23:07 time: 0.3786 data_time: 0.0203 memory: 8503 grad_norm: 0.1128 recall@thr=0.5: 0.7095 prec@thr=0.5: 0.8253 recall@top3: 0.7991 prec@top3: 0.6724 recall@top5: 0.9046 prec@top5: 0.4724 loss_action_cls: 0.0401 loss: 0.0401 2022/08/07 02:01:43 - mmengine - INFO - Epoch(train) [12][400/1441] lr: 2.0000e-02 eta: 1:22:59 time: 0.4193 data_time: 0.0202 memory: 8503 grad_norm: 0.1168 recall@thr=0.5: 0.6467 prec@thr=0.5: 0.7583 recall@top3: 0.7667 prec@top3: 0.6533 recall@top5: 0.9267 prec@top5: 0.4800 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 02:01:51 - mmengine - INFO - Epoch(train) [12][420/1441] lr: 2.0000e-02 eta: 1:22:51 time: 0.3900 data_time: 0.0218 memory: 8503 grad_norm: 0.1193 recall@thr=0.5: 0.7890 prec@thr=0.5: 0.7936 recall@top3: 0.8617 prec@top3: 0.7234 recall@top5: 0.9752 prec@top5: 0.5106 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 02:01:58 - mmengine - INFO - Epoch(train) [12][440/1441] lr: 2.0000e-02 eta: 1:22:43 time: 0.3764 data_time: 0.0184 memory: 8503 grad_norm: 0.1209 recall@thr=0.5: 0.6395 prec@thr=0.5: 0.8265 recall@top3: 0.8401 prec@top3: 0.7279 recall@top5: 0.9456 prec@top5: 0.5020 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 02:02:06 - mmengine - INFO - Epoch(train) [12][460/1441] lr: 2.0000e-02 eta: 1:22:35 time: 0.4089 data_time: 0.0192 memory: 8503 grad_norm: 0.1128 recall@thr=0.5: 0.7810 prec@thr=0.5: 0.9052 recall@top3: 0.8824 prec@top3: 0.7908 recall@top5: 0.9624 prec@top5: 0.5294 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 02:02:14 - mmengine - INFO - Epoch(train) [12][480/1441] lr: 2.0000e-02 eta: 1:22:27 time: 0.3870 data_time: 0.0173 memory: 8503 grad_norm: 0.1190 recall@thr=0.5: 0.7233 prec@thr=0.5: 0.7493 recall@top3: 0.8583 prec@top3: 0.5933 recall@top5: 0.9883 prec@top5: 0.4320 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:02:23 - mmengine - INFO - Epoch(train) [12][500/1441] lr: 2.0000e-02 eta: 1:22:20 time: 0.4248 data_time: 0.0192 memory: 8503 grad_norm: 0.1156 recall@thr=0.5: 0.7950 prec@thr=0.5: 0.8896 recall@top3: 0.8108 prec@top3: 0.6396 recall@top5: 0.9640 prec@top5: 0.4757 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 02:02:31 - mmengine - INFO - Epoch(train) [12][520/1441] lr: 2.0000e-02 eta: 1:22:12 time: 0.4021 data_time: 0.0178 memory: 8503 grad_norm: 0.1173 recall@thr=0.5: 0.7174 prec@thr=0.5: 0.8488 recall@top3: 0.8283 prec@top3: 0.7364 recall@top5: 0.9380 prec@top5: 0.5163 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 02:02:39 - mmengine - INFO - Epoch(train) [12][540/1441] lr: 2.0000e-02 eta: 1:22:04 time: 0.3933 data_time: 0.0195 memory: 8503 grad_norm: 0.1204 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8299 recall@top3: 0.9615 prec@top3: 0.6496 recall@top5: 0.9786 prec@top5: 0.4000 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 02:02:47 - mmengine - INFO - Epoch(train) [12][560/1441] lr: 2.0000e-02 eta: 1:21:56 time: 0.4009 data_time: 0.0201 memory: 8503 grad_norm: 0.1180 recall@thr=0.5: 0.8305 prec@thr=0.5: 0.8051 recall@top3: 0.8997 prec@top3: 0.6215 recall@top5: 0.9689 prec@top5: 0.4068 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 02:02:55 - mmengine - INFO - Epoch(train) [12][580/1441] lr: 2.0000e-02 eta: 1:21:49 time: 0.4161 data_time: 0.0285 memory: 8503 grad_norm: 0.1173 recall@thr=0.5: 0.6260 prec@thr=0.5: 0.7190 recall@top3: 0.7713 prec@top3: 0.6279 recall@top5: 0.9186 prec@top5: 0.4651 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 02:03:03 - mmengine - INFO - Epoch(train) [12][600/1441] lr: 2.0000e-02 eta: 1:21:41 time: 0.3992 data_time: 0.0196 memory: 8503 grad_norm: 0.1186 recall@thr=0.5: 0.8191 prec@thr=0.5: 0.9065 recall@top3: 0.9045 prec@top3: 0.7073 recall@top5: 0.9776 prec@top5: 0.4585 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 02:03:11 - mmengine - INFO - Epoch(train) [12][620/1441] lr: 2.0000e-02 eta: 1:21:33 time: 0.4144 data_time: 0.0198 memory: 8503 grad_norm: 0.1185 recall@thr=0.5: 0.8091 prec@thr=0.5: 0.7778 recall@top3: 0.8135 prec@top3: 0.7302 recall@top5: 0.9397 prec@top5: 0.5238 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 02:03:19 - mmengine - INFO - Epoch(train) [12][640/1441] lr: 2.0000e-02 eta: 1:21:25 time: 0.3809 data_time: 0.0186 memory: 8503 grad_norm: 0.1181 recall@thr=0.5: 0.7995 prec@thr=0.5: 0.9167 recall@top3: 0.8784 prec@top3: 0.7297 recall@top5: 0.9527 prec@top5: 0.4865 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 02:03:26 - mmengine - INFO - Epoch(train) [12][660/1441] lr: 2.0000e-02 eta: 1:21:17 time: 0.3860 data_time: 0.0198 memory: 8503 grad_norm: 0.1178 recall@thr=0.5: 0.6944 prec@thr=0.5: 0.8222 recall@top3: 0.8019 prec@top3: 0.7556 recall@top5: 0.9259 prec@top5: 0.5289 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 02:03:35 - mmengine - INFO - Epoch(train) [12][680/1441] lr: 2.0000e-02 eta: 1:21:09 time: 0.4055 data_time: 0.0211 memory: 8503 grad_norm: 0.1207 recall@thr=0.5: 0.7551 prec@thr=0.5: 0.7653 recall@top3: 0.8537 prec@top3: 0.6803 recall@top5: 0.9592 prec@top5: 0.4612 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 02:03:43 - mmengine - INFO - Epoch(train) [12][700/1441] lr: 2.0000e-02 eta: 1:21:01 time: 0.4007 data_time: 0.0198 memory: 8503 grad_norm: 0.1150 recall@thr=0.5: 0.6613 prec@thr=0.5: 0.7266 recall@top3: 0.7594 prec@top3: 0.7097 recall@top5: 0.9315 prec@top5: 0.5226 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 02:03:51 - mmengine - INFO - Epoch(train) [12][720/1441] lr: 2.0000e-02 eta: 1:20:53 time: 0.4048 data_time: 0.0206 memory: 8503 grad_norm: 0.1183 recall@thr=0.5: 0.7459 prec@thr=0.5: 0.7703 recall@top3: 0.7967 prec@top3: 0.6098 recall@top5: 0.9248 prec@top5: 0.4390 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 02:03:58 - mmengine - INFO - Epoch(train) [12][740/1441] lr: 2.0000e-02 eta: 1:20:45 time: 0.3846 data_time: 0.0206 memory: 8503 grad_norm: 0.1176 recall@thr=0.5: 0.6500 prec@thr=0.5: 0.7959 recall@top3: 0.7861 prec@top3: 0.6939 recall@top5: 0.9405 prec@top5: 0.5102 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:04:06 - mmengine - INFO - Epoch(train) [12][760/1441] lr: 2.0000e-02 eta: 1:20:37 time: 0.3841 data_time: 0.0207 memory: 8503 grad_norm: 0.1168 recall@thr=0.5: 0.7130 prec@thr=0.5: 0.7122 recall@top3: 0.7667 prec@top3: 0.5926 recall@top5: 0.9704 prec@top5: 0.4622 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 02:04:14 - mmengine - INFO - Epoch(train) [12][780/1441] lr: 2.0000e-02 eta: 1:20:29 time: 0.4064 data_time: 0.0205 memory: 8503 grad_norm: 0.1167 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.8023 recall@top3: 0.9341 prec@top3: 0.7442 recall@top5: 1.0000 prec@top5: 0.4884 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 02:04:22 - mmengine - INFO - Epoch(train) [12][800/1441] lr: 2.0000e-02 eta: 1:20:22 time: 0.4095 data_time: 0.0195 memory: 8503 grad_norm: 0.1169 recall@thr=0.5: 0.8016 prec@thr=0.5: 0.8211 recall@top3: 0.8707 prec@top3: 0.6829 recall@top5: 0.9415 prec@top5: 0.4488 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 02:04:31 - mmengine - INFO - Epoch(train) [12][820/1441] lr: 2.0000e-02 eta: 1:20:14 time: 0.4324 data_time: 0.0208 memory: 8503 grad_norm: 0.1177 recall@thr=0.5: 0.7852 prec@thr=0.5: 0.8523 recall@top3: 0.8701 prec@top3: 0.6818 recall@top5: 0.9758 prec@top5: 0.4864 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 02:04:39 - mmengine - INFO - Epoch(train) [12][840/1441] lr: 2.0000e-02 eta: 1:20:06 time: 0.3848 data_time: 0.0239 memory: 8503 grad_norm: 0.1178 recall@thr=0.5: 0.6953 prec@thr=0.5: 0.7984 recall@top3: 0.8667 prec@top3: 0.7287 recall@top5: 0.9632 prec@top5: 0.5023 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 02:04:46 - mmengine - INFO - Epoch(train) [12][860/1441] lr: 2.0000e-02 eta: 1:19:58 time: 0.3861 data_time: 0.0153 memory: 8503 grad_norm: 0.1194 recall@thr=0.5: 0.7713 prec@thr=0.5: 0.7965 recall@top3: 0.8395 prec@top3: 0.7829 recall@top5: 0.9504 prec@top5: 0.5442 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 02:04:55 - mmengine - INFO - Epoch(train) [12][880/1441] lr: 2.0000e-02 eta: 1:19:51 time: 0.4173 data_time: 0.0266 memory: 8503 grad_norm: 0.1174 recall@thr=0.5: 0.7862 prec@thr=0.5: 0.8333 recall@top3: 0.8659 prec@top3: 0.6884 recall@top5: 0.9384 prec@top5: 0.4609 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 02:05:03 - mmengine - INFO - Epoch(train) [12][900/1441] lr: 2.0000e-02 eta: 1:19:43 time: 0.4091 data_time: 0.0169 memory: 8503 grad_norm: 0.1173 recall@thr=0.5: 0.7493 prec@thr=0.5: 0.8333 recall@top3: 0.8844 prec@top3: 0.7101 recall@top5: 0.9710 prec@top5: 0.4826 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 02:05:11 - mmengine - INFO - Epoch(train) [12][920/1441] lr: 2.0000e-02 eta: 1:19:35 time: 0.3831 data_time: 0.0228 memory: 8503 grad_norm: 0.1190 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8125 recall@top3: 0.8519 prec@top3: 0.5833 recall@top5: 0.9329 prec@top5: 0.4000 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 02:05:18 - mmengine - INFO - Epoch(train) [12][940/1441] lr: 2.0000e-02 eta: 1:19:27 time: 0.3835 data_time: 0.0212 memory: 8503 grad_norm: 0.1197 recall@thr=0.5: 0.7967 prec@thr=0.5: 0.8733 recall@top3: 0.8533 prec@top3: 0.7667 recall@top5: 0.9700 prec@top5: 0.5400 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 02:05:26 - mmengine - INFO - Epoch(train) [12][960/1441] lr: 2.0000e-02 eta: 1:19:19 time: 0.4033 data_time: 0.0250 memory: 8503 grad_norm: 0.1165 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7729 recall@top3: 0.7300 prec@top3: 0.6250 recall@top5: 0.8833 prec@top5: 0.4550 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 02:05:34 - mmengine - INFO - Epoch(train) [12][980/1441] lr: 2.0000e-02 eta: 1:19:11 time: 0.3781 data_time: 0.0157 memory: 8503 grad_norm: 0.1187 recall@thr=0.5: 0.7364 prec@thr=0.5: 0.8553 recall@top3: 0.8140 prec@top3: 0.7807 recall@top5: 0.9596 prec@top5: 0.5684 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 02:05:42 - mmengine - INFO - Epoch(train) [12][1000/1441] lr: 2.0000e-02 eta: 1:19:03 time: 0.4002 data_time: 0.0224 memory: 8503 grad_norm: 0.1186 recall@thr=0.5: 0.6419 prec@thr=0.5: 0.6802 recall@top3: 0.6973 prec@top3: 0.5659 recall@top5: 0.8783 prec@top5: 0.4279 loss_action_cls: 0.0421 loss: 0.0421 2022/08/07 02:05:50 - mmengine - INFO - Epoch(train) [12][1020/1441] lr: 2.0000e-02 eta: 1:18:55 time: 0.4025 data_time: 0.0197 memory: 8503 grad_norm: 0.1163 recall@thr=0.5: 0.7197 prec@thr=0.5: 0.8106 recall@top3: 0.7727 prec@top3: 0.6818 recall@top5: 0.9470 prec@top5: 0.5182 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 02:05:58 - mmengine - INFO - Epoch(train) [12][1040/1441] lr: 2.0000e-02 eta: 1:18:47 time: 0.3784 data_time: 0.0253 memory: 8503 grad_norm: 0.1176 recall@thr=0.5: 0.8589 prec@thr=0.5: 0.8489 recall@top3: 0.8539 prec@top3: 0.6778 recall@top5: 0.9589 prec@top5: 0.4733 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 02:06:06 - mmengine - INFO - Epoch(train) [12][1060/1441] lr: 2.0000e-02 eta: 1:18:39 time: 0.4113 data_time: 0.0189 memory: 8503 grad_norm: 0.1176 recall@thr=0.5: 0.7748 prec@thr=0.5: 0.8794 recall@top3: 0.8493 prec@top3: 0.7021 recall@top5: 0.9521 prec@top5: 0.4809 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 02:06:14 - mmengine - INFO - Epoch(train) [12][1080/1441] lr: 2.0000e-02 eta: 1:18:31 time: 0.4047 data_time: 0.0248 memory: 8503 grad_norm: 0.1184 recall@thr=0.5: 0.7958 prec@thr=0.5: 0.8137 recall@top3: 0.8529 prec@top3: 0.6144 recall@top5: 0.9428 prec@top5: 0.4118 loss_action_cls: 0.0390 loss: 0.0390 2022/08/07 02:06:22 - mmengine - INFO - Epoch(train) [12][1100/1441] lr: 2.0000e-02 eta: 1:18:23 time: 0.3822 data_time: 0.0188 memory: 8503 grad_norm: 0.1188 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8621 recall@top3: 0.8731 prec@top3: 0.6515 recall@top5: 0.9451 prec@top5: 0.4364 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 02:06:29 - mmengine - INFO - Epoch(train) [12][1120/1441] lr: 2.0000e-02 eta: 1:18:15 time: 0.3924 data_time: 0.0249 memory: 8503 grad_norm: 0.1175 recall@thr=0.5: 0.7463 prec@thr=0.5: 0.8222 recall@top3: 0.8481 prec@top3: 0.7556 recall@top5: 0.9519 prec@top5: 0.5156 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 02:06:37 - mmengine - INFO - Epoch(train) [12][1140/1441] lr: 2.0000e-02 eta: 1:18:07 time: 0.4012 data_time: 0.0196 memory: 8503 grad_norm: 0.1185 recall@thr=0.5: 0.7574 prec@thr=0.5: 0.8472 recall@top3: 0.8111 prec@top3: 0.6111 recall@top5: 0.9426 prec@top5: 0.4444 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:06:41 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 02:06:45 - mmengine - INFO - Epoch(train) [12][1160/1441] lr: 2.0000e-02 eta: 1:17:59 time: 0.3993 data_time: 0.0256 memory: 8503 grad_norm: 0.1228 recall@thr=0.5: 0.6603 prec@thr=0.5: 0.7700 recall@top3: 0.8407 prec@top3: 0.7067 recall@top5: 0.9667 prec@top5: 0.4960 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 02:06:53 - mmengine - INFO - Epoch(train) [12][1180/1441] lr: 2.0000e-02 eta: 1:17:51 time: 0.4012 data_time: 0.0216 memory: 8503 grad_norm: 0.1218 recall@thr=0.5: 0.7057 prec@thr=0.5: 0.8138 recall@top3: 0.8174 prec@top3: 0.7234 recall@top5: 0.9415 prec@top5: 0.5191 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 02:07:02 - mmengine - INFO - Epoch(train) [12][1200/1441] lr: 2.0000e-02 eta: 1:17:44 time: 0.4048 data_time: 0.0233 memory: 8503 grad_norm: 0.1197 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7906 recall@top3: 0.8333 prec@top3: 0.6068 recall@top5: 0.9359 prec@top5: 0.4051 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 02:07:09 - mmengine - INFO - Epoch(train) [12][1220/1441] lr: 2.0000e-02 eta: 1:17:35 time: 0.3806 data_time: 0.0185 memory: 8503 grad_norm: 0.1172 recall@thr=0.5: 0.6764 prec@thr=0.5: 0.7500 recall@top3: 0.7423 prec@top3: 0.5854 recall@top5: 0.8996 prec@top5: 0.4390 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 02:07:17 - mmengine - INFO - Epoch(train) [12][1240/1441] lr: 2.0000e-02 eta: 1:17:27 time: 0.3886 data_time: 0.0244 memory: 8503 grad_norm: 0.1172 recall@thr=0.5: 0.7567 prec@thr=0.5: 0.8494 recall@top3: 0.8064 prec@top3: 0.7953 recall@top5: 0.9640 prec@top5: 0.5895 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 02:07:25 - mmengine - INFO - Epoch(train) [12][1260/1441] lr: 2.0000e-02 eta: 1:17:20 time: 0.3988 data_time: 0.0216 memory: 8503 grad_norm: 0.1203 recall@thr=0.5: 0.7844 prec@thr=0.5: 0.8170 recall@top3: 0.9112 prec@top3: 0.7464 recall@top5: 0.9946 prec@top5: 0.4957 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 02:07:33 - mmengine - INFO - Epoch(train) [12][1280/1441] lr: 2.0000e-02 eta: 1:17:11 time: 0.3813 data_time: 0.0271 memory: 8503 grad_norm: 0.1199 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8803 recall@top3: 0.8568 prec@top3: 0.7265 recall@top5: 0.9060 prec@top5: 0.4564 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 02:07:41 - mmengine - INFO - Epoch(train) [12][1300/1441] lr: 2.0000e-02 eta: 1:17:04 time: 0.4102 data_time: 0.0212 memory: 8503 grad_norm: 0.1174 recall@thr=0.5: 0.7148 prec@thr=0.5: 0.7315 recall@top3: 0.7704 prec@top3: 0.6370 recall@top5: 0.8815 prec@top5: 0.4444 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 02:07:49 - mmengine - INFO - Epoch(train) [12][1320/1441] lr: 2.0000e-02 eta: 1:16:56 time: 0.3889 data_time: 0.0327 memory: 8503 grad_norm: 0.1166 recall@thr=0.5: 0.6432 prec@thr=0.5: 0.8065 recall@top3: 0.7972 prec@top3: 0.6836 recall@top5: 0.9339 prec@top5: 0.4814 loss_action_cls: 0.0395 loss: 0.0395 2022/08/07 02:07:56 - mmengine - INFO - Epoch(train) [12][1340/1441] lr: 2.0000e-02 eta: 1:16:47 time: 0.3781 data_time: 0.0210 memory: 8503 grad_norm: 0.1188 recall@thr=0.5: 0.7155 prec@thr=0.5: 0.7597 recall@top3: 0.8070 prec@top3: 0.6667 recall@top5: 0.9078 prec@top5: 0.4605 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 02:08:04 - mmengine - INFO - Epoch(train) [12][1360/1441] lr: 2.0000e-02 eta: 1:16:40 time: 0.4061 data_time: 0.0258 memory: 8503 grad_norm: 0.1197 recall@thr=0.5: 0.7670 prec@thr=0.5: 0.8409 recall@top3: 0.8201 prec@top3: 0.7273 recall@top5: 0.9318 prec@top5: 0.5045 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 02:08:12 - mmengine - INFO - Epoch(train) [12][1380/1441] lr: 2.0000e-02 eta: 1:16:32 time: 0.3954 data_time: 0.0228 memory: 8503 grad_norm: 0.1168 recall@thr=0.5: 0.6762 prec@thr=0.5: 0.7872 recall@top3: 0.8021 prec@top3: 0.7092 recall@top5: 0.9418 prec@top5: 0.5149 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 02:08:20 - mmengine - INFO - Epoch(train) [12][1400/1441] lr: 2.0000e-02 eta: 1:16:24 time: 0.4142 data_time: 0.0238 memory: 8503 grad_norm: 0.1196 recall@thr=0.5: 0.7428 prec@thr=0.5: 0.9022 recall@top3: 0.8623 prec@top3: 0.7246 recall@top5: 0.9620 prec@top5: 0.4913 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 02:08:28 - mmengine - INFO - Epoch(train) [12][1420/1441] lr: 2.0000e-02 eta: 1:16:16 time: 0.3852 data_time: 0.0214 memory: 8503 grad_norm: 0.1171 recall@thr=0.5: 0.8227 prec@thr=0.5: 0.7766 recall@top3: 0.8936 prec@top3: 0.6667 recall@top5: 0.9539 prec@top5: 0.4298 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 02:08:36 - mmengine - INFO - Epoch(train) [12][1440/1441] lr: 2.0000e-02 eta: 1:16:08 time: 0.4097 data_time: 0.0234 memory: 8503 grad_norm: 0.1193 recall@thr=0.5: 0.8152 prec@thr=0.5: 0.8768 recall@top3: 0.8877 prec@top3: 0.7101 recall@top5: 0.9638 prec@top5: 0.4696 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 02:08:36 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 02:08:36 - mmengine - INFO - Epoch(train) [12][1441/1441] lr: 2.0000e-02 eta: 1:16:08 time: 0.4003 data_time: 0.0216 memory: 4495 grad_norm: 0.1226 recall@thr=0.5: 0.5903 prec@thr=0.5: 0.5937 recall@top3: 0.6806 prec@top3: 0.4444 recall@top5: 0.8542 prec@top5: 0.3333 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:08:37 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/08/07 02:08:43 - mmengine - INFO - Epoch(val) [12][20/6282] eta: 0:04:24 time: 0.0422 data_time: 0.0049 memory: 560 2022/08/07 02:08:44 - mmengine - INFO - Epoch(val) [12][40/6282] eta: 0:04:02 time: 0.0389 data_time: 0.0041 memory: 560 2022/08/07 02:08:45 - mmengine - INFO - Epoch(val) [12][60/6282] eta: 0:04:37 time: 0.0446 data_time: 0.0055 memory: 560 2022/08/07 02:08:45 - mmengine - INFO - Epoch(val) [12][80/6282] eta: 0:04:12 time: 0.0407 data_time: 0.0044 memory: 560 2022/08/07 02:08:46 - mmengine - INFO - Epoch(val) [12][100/6282] eta: 0:04:23 time: 0.0426 data_time: 0.0054 memory: 560 2022/08/07 02:08:47 - mmengine - INFO - Epoch(val) [12][120/6282] eta: 0:04:32 time: 0.0443 data_time: 0.0033 memory: 606 2022/08/07 02:08:48 - mmengine - INFO - Epoch(val) [12][140/6282] eta: 0:04:36 time: 0.0450 data_time: 0.0052 memory: 606 2022/08/07 02:08:49 - mmengine - INFO - Epoch(val) [12][160/6282] eta: 0:04:47 time: 0.0470 data_time: 0.0052 memory: 606 2022/08/07 02:08:50 - mmengine - INFO - Epoch(val) [12][180/6282] eta: 0:06:35 time: 0.0649 data_time: 0.0035 memory: 606 2022/08/07 02:08:51 - mmengine - INFO - Epoch(val) [12][200/6282] eta: 0:04:32 time: 0.0449 data_time: 0.0051 memory: 606 2022/08/07 02:08:52 - mmengine - INFO - Epoch(val) [12][220/6282] eta: 0:04:02 time: 0.0400 data_time: 0.0032 memory: 577 2022/08/07 02:08:53 - mmengine - INFO - Epoch(val) [12][240/6282] eta: 0:03:59 time: 0.0397 data_time: 0.0039 memory: 577 2022/08/07 02:08:54 - mmengine - INFO - Epoch(val) [12][260/6282] eta: 0:04:13 time: 0.0421 data_time: 0.0046 memory: 577 2022/08/07 02:08:55 - mmengine - INFO - Epoch(val) [12][280/6282] eta: 0:04:11 time: 0.0419 data_time: 0.0050 memory: 577 2022/08/07 02:08:56 - mmengine - INFO - Epoch(val) [12][300/6282] eta: 0:04:31 time: 0.0454 data_time: 0.0048 memory: 606 2022/08/07 02:08:57 - mmengine - INFO - Epoch(val) [12][320/6282] eta: 0:04:56 time: 0.0497 data_time: 0.0063 memory: 606 2022/08/07 02:08:57 - mmengine - INFO - Epoch(val) [12][340/6282] eta: 0:04:20 time: 0.0438 data_time: 0.0043 memory: 606 2022/08/07 02:08:58 - mmengine - INFO - Epoch(val) [12][360/6282] eta: 0:04:16 time: 0.0432 data_time: 0.0035 memory: 606 2022/08/07 02:08:59 - mmengine - INFO - Epoch(val) [12][380/6282] eta: 0:04:14 time: 0.0431 data_time: 0.0056 memory: 606 2022/08/07 02:09:00 - mmengine - INFO - Epoch(val) [12][400/6282] eta: 0:04:03 time: 0.0414 data_time: 0.0037 memory: 606 2022/08/07 02:09:01 - mmengine - INFO - Epoch(val) [12][420/6282] eta: 0:04:05 time: 0.0419 data_time: 0.0055 memory: 579 2022/08/07 02:09:02 - mmengine - INFO - Epoch(val) [12][440/6282] eta: 0:03:59 time: 0.0410 data_time: 0.0035 memory: 579 2022/08/07 02:09:03 - mmengine - INFO - Epoch(val) [12][460/6282] eta: 0:03:57 time: 0.0409 data_time: 0.0040 memory: 579 2022/08/07 02:09:03 - mmengine - INFO - Epoch(val) [12][480/6282] eta: 0:03:39 time: 0.0378 data_time: 0.0028 memory: 579 2022/08/07 02:09:04 - mmengine - INFO - Epoch(val) [12][500/6282] eta: 0:03:54 time: 0.0406 data_time: 0.0053 memory: 579 2022/08/07 02:09:05 - mmengine - INFO - Epoch(val) [12][520/6282] eta: 0:03:42 time: 0.0387 data_time: 0.0055 memory: 577 2022/08/07 02:09:06 - mmengine - INFO - Epoch(val) [12][540/6282] eta: 0:04:20 time: 0.0453 data_time: 0.0045 memory: 577 2022/08/07 02:09:07 - mmengine - INFO - Epoch(val) [12][560/6282] eta: 0:04:22 time: 0.0460 data_time: 0.0038 memory: 577 2022/08/07 02:09:08 - mmengine - INFO - Epoch(val) [12][580/6282] eta: 0:04:23 time: 0.0463 data_time: 0.0041 memory: 577 2022/08/07 02:09:09 - mmengine - INFO - Epoch(val) [12][600/6282] eta: 0:04:31 time: 0.0478 data_time: 0.0047 memory: 577 2022/08/07 02:09:10 - mmengine - INFO - Epoch(val) [12][620/6282] eta: 0:06:46 time: 0.0718 data_time: 0.0060 memory: 577 2022/08/07 02:09:11 - mmengine - INFO - Epoch(val) [12][640/6282] eta: 0:04:11 time: 0.0446 data_time: 0.0057 memory: 575 2022/08/07 02:09:12 - mmengine - INFO - Epoch(val) [12][660/6282] eta: 0:03:43 time: 0.0398 data_time: 0.0048 memory: 575 2022/08/07 02:09:13 - mmengine - INFO - Epoch(val) [12][680/6282] eta: 0:03:48 time: 0.0408 data_time: 0.0045 memory: 575 2022/08/07 02:09:14 - mmengine - INFO - Epoch(val) [12][700/6282] eta: 0:03:42 time: 0.0399 data_time: 0.0041 memory: 575 2022/08/07 02:09:14 - mmengine - INFO - Epoch(val) [12][720/6282] eta: 0:03:35 time: 0.0388 data_time: 0.0028 memory: 606 2022/08/07 02:09:15 - mmengine - INFO - Epoch(val) [12][740/6282] eta: 0:03:50 time: 0.0416 data_time: 0.0040 memory: 606 2022/08/07 02:09:16 - mmengine - INFO - Epoch(val) [12][760/6282] eta: 0:03:58 time: 0.0432 data_time: 0.0041 memory: 606 2022/08/07 02:09:17 - mmengine - INFO - Epoch(val) [12][780/6282] eta: 0:03:58 time: 0.0434 data_time: 0.0054 memory: 606 2022/08/07 02:09:18 - mmengine - INFO - Epoch(val) [12][800/6282] eta: 0:03:40 time: 0.0403 data_time: 0.0039 memory: 606 2022/08/07 02:09:19 - mmengine - INFO - Epoch(val) [12][820/6282] eta: 0:03:34 time: 0.0393 data_time: 0.0034 memory: 606 2022/08/07 02:09:19 - mmengine - INFO - Epoch(val) [12][840/6282] eta: 0:03:52 time: 0.0428 data_time: 0.0053 memory: 577 2022/08/07 02:09:20 - mmengine - INFO - Epoch(val) [12][860/6282] eta: 0:03:54 time: 0.0433 data_time: 0.0050 memory: 577 2022/08/07 02:09:21 - mmengine - INFO - Epoch(val) [12][880/6282] eta: 0:03:39 time: 0.0406 data_time: 0.0044 memory: 577 2022/08/07 02:09:22 - mmengine - INFO - Epoch(val) [12][900/6282] eta: 0:03:37 time: 0.0405 data_time: 0.0047 memory: 577 2022/08/07 02:09:23 - mmengine - INFO - Epoch(val) [12][920/6282] eta: 0:04:00 time: 0.0448 data_time: 0.0073 memory: 577 2022/08/07 02:09:24 - mmengine - INFO - Epoch(val) [12][940/6282] eta: 0:03:44 time: 0.0420 data_time: 0.0043 memory: 560 2022/08/07 02:09:25 - mmengine - INFO - Epoch(val) [12][960/6282] eta: 0:03:59 time: 0.0450 data_time: 0.0046 memory: 560 2022/08/07 02:09:25 - mmengine - INFO - Epoch(val) [12][980/6282] eta: 0:03:35 time: 0.0406 data_time: 0.0055 memory: 560 2022/08/07 02:09:26 - mmengine - INFO - Epoch(val) [12][1000/6282] eta: 0:03:36 time: 0.0410 data_time: 0.0049 memory: 560 2022/08/07 02:09:27 - mmengine - INFO - Epoch(val) [12][1020/6282] eta: 0:03:24 time: 0.0389 data_time: 0.0038 memory: 577 2022/08/07 02:09:28 - mmengine - INFO - Epoch(val) [12][1040/6282] eta: 0:03:44 time: 0.0428 data_time: 0.0045 memory: 577 2022/08/07 02:09:29 - mmengine - INFO - Epoch(val) [12][1060/6282] eta: 0:04:09 time: 0.0478 data_time: 0.0069 memory: 577 2022/08/07 02:09:30 - mmengine - INFO - Epoch(val) [12][1080/6282] eta: 0:06:36 time: 0.0761 data_time: 0.0051 memory: 577 2022/08/07 02:09:31 - mmengine - INFO - Epoch(val) [12][1100/6282] eta: 0:04:21 time: 0.0504 data_time: 0.0061 memory: 577 2022/08/07 02:09:32 - mmengine - INFO - Epoch(val) [12][1120/6282] eta: 0:04:12 time: 0.0489 data_time: 0.0041 memory: 577 2022/08/07 02:09:33 - mmengine - INFO - Epoch(val) [12][1140/6282] eta: 0:03:54 time: 0.0456 data_time: 0.0051 memory: 577 2022/08/07 02:09:34 - mmengine - INFO - Epoch(val) [12][1160/6282] eta: 0:03:50 time: 0.0450 data_time: 0.0044 memory: 577 2022/08/07 02:09:35 - mmengine - INFO - Epoch(val) [12][1180/6282] eta: 0:03:49 time: 0.0450 data_time: 0.0054 memory: 577 2022/08/07 02:09:36 - mmengine - INFO - Epoch(val) [12][1200/6282] eta: 0:03:53 time: 0.0460 data_time: 0.0065 memory: 577 2022/08/07 02:09:37 - mmengine - INFO - Epoch(val) [12][1220/6282] eta: 0:04:01 time: 0.0477 data_time: 0.0050 memory: 577 2022/08/07 02:09:38 - mmengine - INFO - Epoch(val) [12][1240/6282] eta: 0:03:55 time: 0.0468 data_time: 0.0062 memory: 606 2022/08/07 02:09:39 - mmengine - INFO - Epoch(val) [12][1260/6282] eta: 0:03:38 time: 0.0436 data_time: 0.0046 memory: 606 2022/08/07 02:09:40 - mmengine - INFO - Epoch(val) [12][1280/6282] eta: 0:03:44 time: 0.0450 data_time: 0.0045 memory: 606 2022/08/07 02:09:41 - mmengine - INFO - Epoch(val) [12][1300/6282] eta: 0:03:18 time: 0.0399 data_time: 0.0030 memory: 606 2022/08/07 02:09:42 - mmengine - INFO - Epoch(val) [12][1320/6282] eta: 0:03:30 time: 0.0425 data_time: 0.0045 memory: 606 2022/08/07 02:09:42 - mmengine - INFO - Epoch(val) [12][1340/6282] eta: 0:03:13 time: 0.0392 data_time: 0.0034 memory: 606 2022/08/07 02:09:43 - mmengine - INFO - Epoch(val) [12][1360/6282] eta: 0:03:19 time: 0.0406 data_time: 0.0040 memory: 606 2022/08/07 02:09:44 - mmengine - INFO - Epoch(val) [12][1380/6282] eta: 0:03:16 time: 0.0401 data_time: 0.0047 memory: 606 2022/08/07 02:09:45 - mmengine - INFO - Epoch(val) [12][1400/6282] eta: 0:03:21 time: 0.0413 data_time: 0.0052 memory: 606 2022/08/07 02:09:46 - mmengine - INFO - Epoch(val) [12][1420/6282] eta: 0:03:15 time: 0.0403 data_time: 0.0049 memory: 606 2022/08/07 02:09:47 - mmengine - INFO - Epoch(val) [12][1440/6282] eta: 0:03:18 time: 0.0409 data_time: 0.0035 memory: 606 2022/08/07 02:09:47 - mmengine - INFO - Epoch(val) [12][1460/6282] eta: 0:03:12 time: 0.0399 data_time: 0.0046 memory: 606 2022/08/07 02:09:48 - mmengine - INFO - Epoch(val) [12][1480/6282] eta: 0:03:22 time: 0.0422 data_time: 0.0051 memory: 606 2022/08/07 02:09:49 - mmengine - INFO - Epoch(val) [12][1500/6282] eta: 0:03:21 time: 0.0421 data_time: 0.0050 memory: 606 2022/08/07 02:09:50 - mmengine - INFO - Epoch(val) [12][1520/6282] eta: 0:05:07 time: 0.0646 data_time: 0.0043 memory: 650 2022/08/07 02:09:51 - mmengine - INFO - Epoch(val) [12][1540/6282] eta: 0:03:25 time: 0.0433 data_time: 0.0059 memory: 650 2022/08/07 02:09:52 - mmengine - INFO - Epoch(val) [12][1560/6282] eta: 0:03:27 time: 0.0440 data_time: 0.0049 memory: 650 2022/08/07 02:09:53 - mmengine - INFO - Epoch(val) [12][1580/6282] eta: 0:03:22 time: 0.0430 data_time: 0.0048 memory: 650 2022/08/07 02:09:54 - mmengine - INFO - Epoch(val) [12][1600/6282] eta: 0:03:17 time: 0.0423 data_time: 0.0033 memory: 650 2022/08/07 02:09:55 - mmengine - INFO - Epoch(val) [12][1620/6282] eta: 0:03:24 time: 0.0438 data_time: 0.0053 memory: 650 2022/08/07 02:09:56 - mmengine - INFO - Epoch(val) [12][1640/6282] eta: 0:03:18 time: 0.0427 data_time: 0.0057 memory: 606 2022/08/07 02:09:57 - mmengine - INFO - Epoch(val) [12][1660/6282] eta: 0:03:39 time: 0.0474 data_time: 0.0092 memory: 606 2022/08/07 02:09:57 - mmengine - INFO - Epoch(val) [12][1680/6282] eta: 0:03:25 time: 0.0447 data_time: 0.0034 memory: 606 2022/08/07 02:09:58 - mmengine - INFO - Epoch(val) [12][1700/6282] eta: 0:03:22 time: 0.0441 data_time: 0.0044 memory: 606 2022/08/07 02:09:59 - mmengine - INFO - Epoch(val) [12][1720/6282] eta: 0:03:51 time: 0.0506 data_time: 0.0070 memory: 606 2022/08/07 02:10:00 - mmengine - INFO - Epoch(val) [12][1740/6282] eta: 0:03:40 time: 0.0485 data_time: 0.0112 memory: 606 2022/08/07 02:10:02 - mmengine - INFO - Epoch(val) [12][1760/6282] eta: 0:05:46 time: 0.0767 data_time: 0.0041 memory: 606 2022/08/07 02:10:03 - mmengine - INFO - Epoch(val) [12][1780/6282] eta: 0:03:13 time: 0.0430 data_time: 0.0058 memory: 606 2022/08/07 02:10:04 - mmengine - INFO - Epoch(val) [12][1800/6282] eta: 0:03:07 time: 0.0418 data_time: 0.0039 memory: 606 2022/08/07 02:10:04 - mmengine - INFO - Epoch(val) [12][1820/6282] eta: 0:03:02 time: 0.0408 data_time: 0.0051 memory: 606 2022/08/07 02:10:05 - mmengine - INFO - Epoch(val) [12][1840/6282] eta: 0:03:04 time: 0.0415 data_time: 0.0034 memory: 606 2022/08/07 02:10:06 - mmengine - INFO - Epoch(val) [12][1860/6282] eta: 0:03:11 time: 0.0432 data_time: 0.0048 memory: 606 2022/08/07 02:10:07 - mmengine - INFO - Epoch(val) [12][1880/6282] eta: 0:02:57 time: 0.0403 data_time: 0.0042 memory: 606 2022/08/07 02:10:08 - mmengine - INFO - Epoch(val) [12][1900/6282] eta: 0:03:04 time: 0.0421 data_time: 0.0043 memory: 606 2022/08/07 02:10:09 - mmengine - INFO - Epoch(val) [12][1920/6282] eta: 0:03:07 time: 0.0429 data_time: 0.0039 memory: 606 2022/08/07 02:10:10 - mmengine - INFO - Epoch(val) [12][1940/6282] eta: 0:03:01 time: 0.0418 data_time: 0.0045 memory: 606 2022/08/07 02:10:10 - mmengine - INFO - Epoch(val) [12][1960/6282] eta: 0:02:55 time: 0.0405 data_time: 0.0053 memory: 579 2022/08/07 02:10:11 - mmengine - INFO - Epoch(val) [12][1980/6282] eta: 0:02:54 time: 0.0406 data_time: 0.0047 memory: 579 2022/08/07 02:10:12 - mmengine - INFO - Epoch(val) [12][2000/6282] eta: 0:02:56 time: 0.0413 data_time: 0.0042 memory: 579 2022/08/07 02:10:13 - mmengine - INFO - Epoch(val) [12][2020/6282] eta: 0:02:48 time: 0.0396 data_time: 0.0043 memory: 579 2022/08/07 02:10:14 - mmengine - INFO - Epoch(val) [12][2040/6282] eta: 0:02:42 time: 0.0383 data_time: 0.0050 memory: 579 2022/08/07 02:10:14 - mmengine - INFO - Epoch(val) [12][2060/6282] eta: 0:02:50 time: 0.0404 data_time: 0.0025 memory: 579 2022/08/07 02:10:15 - mmengine - INFO - Epoch(val) [12][2080/6282] eta: 0:02:46 time: 0.0395 data_time: 0.0046 memory: 579 2022/08/07 02:10:16 - mmengine - INFO - Epoch(val) [12][2100/6282] eta: 0:02:51 time: 0.0409 data_time: 0.0038 memory: 579 2022/08/07 02:10:17 - mmengine - INFO - Epoch(val) [12][2120/6282] eta: 0:02:39 time: 0.0383 data_time: 0.0038 memory: 579 2022/08/07 02:10:18 - mmengine - INFO - Epoch(val) [12][2140/6282] eta: 0:02:58 time: 0.0431 data_time: 0.0025 memory: 579 2022/08/07 02:10:19 - mmengine - INFO - Epoch(val) [12][2160/6282] eta: 0:02:58 time: 0.0433 data_time: 0.0055 memory: 577 2022/08/07 02:10:20 - mmengine - INFO - Epoch(val) [12][2180/6282] eta: 0:02:56 time: 0.0430 data_time: 0.0044 memory: 577 2022/08/07 02:10:21 - mmengine - INFO - Epoch(val) [12][2200/6282] eta: 0:04:36 time: 0.0678 data_time: 0.0056 memory: 577 2022/08/07 02:10:22 - mmengine - INFO - Epoch(val) [12][2220/6282] eta: 0:02:44 time: 0.0405 data_time: 0.0043 memory: 577 2022/08/07 02:10:23 - mmengine - INFO - Epoch(val) [12][2240/6282] eta: 0:03:02 time: 0.0451 data_time: 0.0062 memory: 577 2022/08/07 02:10:23 - mmengine - INFO - Epoch(val) [12][2260/6282] eta: 0:02:37 time: 0.0393 data_time: 0.0046 memory: 579 2022/08/07 02:10:24 - mmengine - INFO - Epoch(val) [12][2280/6282] eta: 0:02:47 time: 0.0418 data_time: 0.0049 memory: 579 2022/08/07 02:10:25 - mmengine - INFO - Epoch(val) [12][2300/6282] eta: 0:02:32 time: 0.0383 data_time: 0.0040 memory: 579 2022/08/07 02:10:26 - mmengine - INFO - Epoch(val) [12][2320/6282] eta: 0:02:45 time: 0.0418 data_time: 0.0047 memory: 579 2022/08/07 02:10:27 - mmengine - INFO - Epoch(val) [12][2340/6282] eta: 0:02:46 time: 0.0423 data_time: 0.0036 memory: 579 2022/08/07 02:10:28 - mmengine - INFO - Epoch(val) [12][2360/6282] eta: 0:02:51 time: 0.0437 data_time: 0.0044 memory: 577 2022/08/07 02:10:29 - mmengine - INFO - Epoch(val) [12][2380/6282] eta: 0:03:06 time: 0.0478 data_time: 0.0046 memory: 577 2022/08/07 02:10:30 - mmengine - INFO - Epoch(val) [12][2400/6282] eta: 0:03:01 time: 0.0469 data_time: 0.0046 memory: 577 2022/08/07 02:10:31 - mmengine - INFO - Epoch(val) [12][2420/6282] eta: 0:02:54 time: 0.0451 data_time: 0.0044 memory: 577 2022/08/07 02:10:31 - mmengine - INFO - Epoch(val) [12][2440/6282] eta: 0:02:51 time: 0.0445 data_time: 0.0052 memory: 577 2022/08/07 02:10:32 - mmengine - INFO - Epoch(val) [12][2460/6282] eta: 0:02:46 time: 0.0436 data_time: 0.0047 memory: 606 2022/08/07 02:10:33 - mmengine - INFO - Epoch(val) [12][2480/6282] eta: 0:02:29 time: 0.0393 data_time: 0.0048 memory: 606 2022/08/07 02:10:34 - mmengine - INFO - Epoch(val) [12][2500/6282] eta: 0:02:21 time: 0.0375 data_time: 0.0033 memory: 606 2022/08/07 02:10:35 - mmengine - INFO - Epoch(val) [12][2520/6282] eta: 0:02:35 time: 0.0414 data_time: 0.0037 memory: 606 2022/08/07 02:10:36 - mmengine - INFO - Epoch(val) [12][2540/6282] eta: 0:02:36 time: 0.0418 data_time: 0.0048 memory: 606 2022/08/07 02:10:36 - mmengine - INFO - Epoch(val) [12][2560/6282] eta: 0:02:30 time: 0.0404 data_time: 0.0041 memory: 606 2022/08/07 02:10:37 - mmengine - INFO - Epoch(val) [12][2580/6282] eta: 0:02:54 time: 0.0471 data_time: 0.0060 memory: 606 2022/08/07 02:10:38 - mmengine - INFO - Epoch(val) [12][2600/6282] eta: 0:02:41 time: 0.0439 data_time: 0.0065 memory: 606 2022/08/07 02:10:39 - mmengine - INFO - Epoch(val) [12][2620/6282] eta: 0:02:48 time: 0.0459 data_time: 0.0069 memory: 606 2022/08/07 02:10:40 - mmengine - INFO - Epoch(val) [12][2640/6282] eta: 0:02:49 time: 0.0465 data_time: 0.0051 memory: 606 2022/08/07 02:10:41 - mmengine - INFO - Epoch(val) [12][2660/6282] eta: 0:02:47 time: 0.0462 data_time: 0.0036 memory: 646 2022/08/07 02:10:42 - mmengine - INFO - Epoch(val) [12][2680/6282] eta: 0:02:42 time: 0.0452 data_time: 0.0056 memory: 646 2022/08/07 02:10:43 - mmengine - INFO - Epoch(val) [12][2700/6282] eta: 0:02:33 time: 0.0429 data_time: 0.0037 memory: 646 2022/08/07 02:10:44 - mmengine - INFO - Epoch(val) [12][2720/6282] eta: 0:02:46 time: 0.0467 data_time: 0.0069 memory: 646 2022/08/07 02:10:45 - mmengine - INFO - Epoch(val) [12][2740/6282] eta: 0:02:41 time: 0.0456 data_time: 0.0051 memory: 646 2022/08/07 02:10:46 - mmengine - INFO - Epoch(val) [12][2760/6282] eta: 0:02:20 time: 0.0398 data_time: 0.0034 memory: 579 2022/08/07 02:10:46 - mmengine - INFO - Epoch(val) [12][2780/6282] eta: 0:02:20 time: 0.0400 data_time: 0.0047 memory: 579 2022/08/07 02:10:47 - mmengine - INFO - Epoch(val) [12][2800/6282] eta: 0:02:15 time: 0.0388 data_time: 0.0031 memory: 579 2022/08/07 02:10:48 - mmengine - INFO - Epoch(val) [12][2820/6282] eta: 0:02:24 time: 0.0418 data_time: 0.0036 memory: 579 2022/08/07 02:10:49 - mmengine - INFO - Epoch(val) [12][2840/6282] eta: 0:02:23 time: 0.0417 data_time: 0.0035 memory: 579 2022/08/07 02:10:50 - mmengine - INFO - Epoch(val) [12][2860/6282] eta: 0:02:28 time: 0.0434 data_time: 0.0031 memory: 606 2022/08/07 02:10:51 - mmengine - INFO - Epoch(val) [12][2880/6282] eta: 0:02:24 time: 0.0424 data_time: 0.0038 memory: 606 2022/08/07 02:10:51 - mmengine - INFO - Epoch(val) [12][2900/6282] eta: 0:02:24 time: 0.0426 data_time: 0.0052 memory: 606 2022/08/07 02:10:52 - mmengine - INFO - Epoch(val) [12][2920/6282] eta: 0:02:08 time: 0.0383 data_time: 0.0034 memory: 606 2022/08/07 02:10:53 - mmengine - INFO - Epoch(val) [12][2940/6282] eta: 0:02:23 time: 0.0428 data_time: 0.0052 memory: 591 2022/08/07 02:10:54 - mmengine - INFO - Epoch(val) [12][2960/6282] eta: 0:02:15 time: 0.0409 data_time: 0.0048 memory: 591 2022/08/07 02:10:55 - mmengine - INFO - Epoch(val) [12][2980/6282] eta: 0:02:18 time: 0.0418 data_time: 0.0046 memory: 591 2022/08/07 02:10:56 - mmengine - INFO - Epoch(val) [12][3000/6282] eta: 0:02:18 time: 0.0422 data_time: 0.0054 memory: 591 2022/08/07 02:10:57 - mmengine - INFO - Epoch(val) [12][3020/6282] eta: 0:02:23 time: 0.0441 data_time: 0.0050 memory: 606 2022/08/07 02:10:57 - mmengine - INFO - Epoch(val) [12][3040/6282] eta: 0:02:17 time: 0.0424 data_time: 0.0053 memory: 606 2022/08/07 02:10:58 - mmengine - INFO - Epoch(val) [12][3060/6282] eta: 0:02:12 time: 0.0412 data_time: 0.0035 memory: 606 2022/08/07 02:10:59 - mmengine - INFO - Epoch(val) [12][3080/6282] eta: 0:01:58 time: 0.0370 data_time: 0.0037 memory: 606 2022/08/07 02:11:00 - mmengine - INFO - Epoch(val) [12][3100/6282] eta: 0:03:37 time: 0.0683 data_time: 0.0033 memory: 606 2022/08/07 02:11:01 - mmengine - INFO - Epoch(val) [12][3120/6282] eta: 0:01:56 time: 0.0370 data_time: 0.0049 memory: 579 2022/08/07 02:11:02 - mmengine - INFO - Epoch(val) [12][3140/6282] eta: 0:01:58 time: 0.0376 data_time: 0.0031 memory: 579 2022/08/07 02:11:03 - mmengine - INFO - Epoch(val) [12][3160/6282] eta: 0:01:59 time: 0.0382 data_time: 0.0036 memory: 579 2022/08/07 02:11:03 - mmengine - INFO - Epoch(val) [12][3180/6282] eta: 0:02:06 time: 0.0407 data_time: 0.0038 memory: 579 2022/08/07 02:11:04 - mmengine - INFO - Epoch(val) [12][3200/6282] eta: 0:02:05 time: 0.0406 data_time: 0.0042 memory: 606 2022/08/07 02:11:05 - mmengine - INFO - Epoch(val) [12][3220/6282] eta: 0:02:07 time: 0.0417 data_time: 0.0051 memory: 606 2022/08/07 02:11:06 - mmengine - INFO - Epoch(val) [12][3240/6282] eta: 0:02:12 time: 0.0434 data_time: 0.0045 memory: 606 2022/08/07 02:11:07 - mmengine - INFO - Epoch(val) [12][3260/6282] eta: 0:02:04 time: 0.0412 data_time: 0.0049 memory: 606 2022/08/07 02:11:08 - mmengine - INFO - Epoch(val) [12][3280/6282] eta: 0:01:58 time: 0.0393 data_time: 0.0050 memory: 606 2022/08/07 02:11:09 - mmengine - INFO - Epoch(val) [12][3300/6282] eta: 0:02:06 time: 0.0424 data_time: 0.0051 memory: 606 2022/08/07 02:11:09 - mmengine - INFO - Epoch(val) [12][3320/6282] eta: 0:02:07 time: 0.0430 data_time: 0.0054 memory: 606 2022/08/07 02:11:10 - mmengine - INFO - Epoch(val) [12][3340/6282] eta: 0:02:00 time: 0.0411 data_time: 0.0043 memory: 606 2022/08/07 02:11:11 - mmengine - INFO - Epoch(val) [12][3360/6282] eta: 0:01:59 time: 0.0411 data_time: 0.0043 memory: 606 2022/08/07 02:11:12 - mmengine - INFO - Epoch(val) [12][3380/6282] eta: 0:02:06 time: 0.0435 data_time: 0.0043 memory: 606 2022/08/07 02:11:13 - mmengine - INFO - Epoch(val) [12][3400/6282] eta: 0:01:47 time: 0.0372 data_time: 0.0036 memory: 577 2022/08/07 02:11:14 - mmengine - INFO - Epoch(val) [12][3420/6282] eta: 0:01:50 time: 0.0388 data_time: 0.0047 memory: 577 2022/08/07 02:11:14 - mmengine - INFO - Epoch(val) [12][3440/6282] eta: 0:01:55 time: 0.0407 data_time: 0.0032 memory: 577 2022/08/07 02:11:15 - mmengine - INFO - Epoch(val) [12][3460/6282] eta: 0:01:47 time: 0.0380 data_time: 0.0038 memory: 577 2022/08/07 02:11:16 - mmengine - INFO - Epoch(val) [12][3480/6282] eta: 0:01:47 time: 0.0383 data_time: 0.0052 memory: 577 2022/08/07 02:11:17 - mmengine - INFO - Epoch(val) [12][3500/6282] eta: 0:01:51 time: 0.0400 data_time: 0.0039 memory: 577 2022/08/07 02:11:18 - mmengine - INFO - Epoch(val) [12][3520/6282] eta: 0:01:57 time: 0.0426 data_time: 0.0052 memory: 577 2022/08/07 02:11:18 - mmengine - INFO - Epoch(val) [12][3540/6282] eta: 0:01:51 time: 0.0407 data_time: 0.0041 memory: 577 2022/08/07 02:11:19 - mmengine - INFO - Epoch(val) [12][3560/6282] eta: 0:01:51 time: 0.0409 data_time: 0.0040 memory: 577 2022/08/07 02:11:21 - mmengine - INFO - Epoch(val) [12][3580/6282] eta: 0:03:01 time: 0.0671 data_time: 0.0044 memory: 598 2022/08/07 02:11:21 - mmengine - INFO - Epoch(val) [12][3600/6282] eta: 0:01:55 time: 0.0429 data_time: 0.0034 memory: 598 2022/08/07 02:11:22 - mmengine - INFO - Epoch(val) [12][3620/6282] eta: 0:01:48 time: 0.0407 data_time: 0.0039 memory: 598 2022/08/07 02:11:23 - mmengine - INFO - Epoch(val) [12][3640/6282] eta: 0:01:56 time: 0.0439 data_time: 0.0052 memory: 598 2022/08/07 02:11:24 - mmengine - INFO - Epoch(val) [12][3660/6282] eta: 0:01:46 time: 0.0406 data_time: 0.0040 memory: 598 2022/08/07 02:11:25 - mmengine - INFO - Epoch(val) [12][3680/6282] eta: 0:01:46 time: 0.0411 data_time: 0.0039 memory: 606 2022/08/07 02:11:26 - mmengine - INFO - Epoch(val) [12][3700/6282] eta: 0:01:49 time: 0.0425 data_time: 0.0040 memory: 606 2022/08/07 02:11:27 - mmengine - INFO - Epoch(val) [12][3720/6282] eta: 0:01:54 time: 0.0449 data_time: 0.0048 memory: 606 2022/08/07 02:11:27 - mmengine - INFO - Epoch(val) [12][3740/6282] eta: 0:01:48 time: 0.0428 data_time: 0.0044 memory: 606 2022/08/07 02:11:28 - mmengine - INFO - Epoch(val) [12][3760/6282] eta: 0:01:39 time: 0.0396 data_time: 0.0044 memory: 606 2022/08/07 02:11:29 - mmengine - INFO - Epoch(val) [12][3780/6282] eta: 0:01:39 time: 0.0399 data_time: 0.0052 memory: 606 2022/08/07 02:11:30 - mmengine - INFO - Epoch(val) [12][3800/6282] eta: 0:01:49 time: 0.0442 data_time: 0.0042 memory: 606 2022/08/07 02:11:31 - mmengine - INFO - Epoch(val) [12][3820/6282] eta: 0:01:42 time: 0.0416 data_time: 0.0047 memory: 606 2022/08/07 02:11:32 - mmengine - INFO - Epoch(val) [12][3840/6282] eta: 0:01:38 time: 0.0405 data_time: 0.0061 memory: 606 2022/08/07 02:11:33 - mmengine - INFO - Epoch(val) [12][3860/6282] eta: 0:01:38 time: 0.0408 data_time: 0.0041 memory: 606 2022/08/07 02:11:33 - mmengine - INFO - Epoch(val) [12][3880/6282] eta: 0:01:34 time: 0.0392 data_time: 0.0043 memory: 606 2022/08/07 02:11:34 - mmengine - INFO - Epoch(val) [12][3900/6282] eta: 0:01:33 time: 0.0392 data_time: 0.0044 memory: 606 2022/08/07 02:11:35 - mmengine - INFO - Epoch(val) [12][3920/6282] eta: 0:01:31 time: 0.0387 data_time: 0.0040 memory: 606 2022/08/07 02:11:36 - mmengine - INFO - Epoch(val) [12][3940/6282] eta: 0:01:24 time: 0.0361 data_time: 0.0037 memory: 606 2022/08/07 02:11:36 - mmengine - INFO - Epoch(val) [12][3960/6282] eta: 0:01:28 time: 0.0382 data_time: 0.0044 memory: 606 2022/08/07 02:11:37 - mmengine - INFO - Epoch(val) [12][3980/6282] eta: 0:01:34 time: 0.0411 data_time: 0.0031 memory: 606 2022/08/07 02:11:38 - mmengine - INFO - Epoch(val) [12][4000/6282] eta: 0:01:34 time: 0.0416 data_time: 0.0042 memory: 606 2022/08/07 02:11:39 - mmengine - INFO - Epoch(val) [12][4020/6282] eta: 0:01:37 time: 0.0432 data_time: 0.0047 memory: 606 2022/08/07 02:11:40 - mmengine - INFO - Epoch(val) [12][4040/6282] eta: 0:02:12 time: 0.0593 data_time: 0.0063 memory: 646 2022/08/07 02:11:41 - mmengine - INFO - Epoch(val) [12][4060/6282] eta: 0:01:41 time: 0.0458 data_time: 0.0043 memory: 646 2022/08/07 02:11:42 - mmengine - INFO - Epoch(val) [12][4080/6282] eta: 0:01:40 time: 0.0459 data_time: 0.0046 memory: 646 2022/08/07 02:11:43 - mmengine - INFO - Epoch(val) [12][4100/6282] eta: 0:01:34 time: 0.0432 data_time: 0.0043 memory: 646 2022/08/07 02:11:44 - mmengine - INFO - Epoch(val) [12][4120/6282] eta: 0:01:27 time: 0.0405 data_time: 0.0036 memory: 646 2022/08/07 02:11:45 - mmengine - INFO - Epoch(val) [12][4140/6282] eta: 0:01:26 time: 0.0404 data_time: 0.0034 memory: 646 2022/08/07 02:11:45 - mmengine - INFO - Epoch(val) [12][4160/6282] eta: 0:01:23 time: 0.0392 data_time: 0.0033 memory: 577 2022/08/07 02:11:46 - mmengine - INFO - Epoch(val) [12][4180/6282] eta: 0:01:18 time: 0.0375 data_time: 0.0025 memory: 577 2022/08/07 02:11:47 - mmengine - INFO - Epoch(val) [12][4200/6282] eta: 0:01:18 time: 0.0375 data_time: 0.0028 memory: 577 2022/08/07 02:11:48 - mmengine - INFO - Epoch(val) [12][4220/6282] eta: 0:01:21 time: 0.0393 data_time: 0.0036 memory: 577 2022/08/07 02:11:49 - mmengine - INFO - Epoch(val) [12][4240/6282] eta: 0:01:23 time: 0.0408 data_time: 0.0036 memory: 577 2022/08/07 02:11:49 - mmengine - INFO - Epoch(val) [12][4260/6282] eta: 0:01:17 time: 0.0383 data_time: 0.0034 memory: 576 2022/08/07 02:11:50 - mmengine - INFO - Epoch(val) [12][4280/6282] eta: 0:01:29 time: 0.0449 data_time: 0.0048 memory: 576 2022/08/07 02:11:51 - mmengine - INFO - Epoch(val) [12][4300/6282] eta: 0:01:19 time: 0.0400 data_time: 0.0037 memory: 576 2022/08/07 02:11:52 - mmengine - INFO - Epoch(val) [12][4320/6282] eta: 0:01:17 time: 0.0393 data_time: 0.0053 memory: 576 2022/08/07 02:11:53 - mmengine - INFO - Epoch(val) [12][4340/6282] eta: 0:01:17 time: 0.0399 data_time: 0.0036 memory: 576 2022/08/07 02:11:53 - mmengine - INFO - Epoch(val) [12][4360/6282] eta: 0:01:22 time: 0.0427 data_time: 0.0036 memory: 606 2022/08/07 02:11:54 - mmengine - INFO - Epoch(val) [12][4380/6282] eta: 0:01:21 time: 0.0430 data_time: 0.0048 memory: 606 2022/08/07 02:11:55 - mmengine - INFO - Epoch(val) [12][4400/6282] eta: 0:01:23 time: 0.0446 data_time: 0.0045 memory: 606 2022/08/07 02:11:56 - mmengine - INFO - Epoch(val) [12][4420/6282] eta: 0:01:21 time: 0.0440 data_time: 0.0029 memory: 606 2022/08/07 02:11:57 - mmengine - INFO - Epoch(val) [12][4440/6282] eta: 0:01:15 time: 0.0411 data_time: 0.0043 memory: 610 2022/08/07 02:11:58 - mmengine - INFO - Epoch(val) [12][4460/6282] eta: 0:01:16 time: 0.0419 data_time: 0.0051 memory: 610 2022/08/07 02:11:59 - mmengine - INFO - Epoch(val) [12][4480/6282] eta: 0:01:11 time: 0.0396 data_time: 0.0030 memory: 610 2022/08/07 02:12:00 - mmengine - INFO - Epoch(val) [12][4500/6282] eta: 0:01:15 time: 0.0422 data_time: 0.0051 memory: 610 2022/08/07 02:12:01 - mmengine - INFO - Epoch(val) [12][4520/6282] eta: 0:01:59 time: 0.0679 data_time: 0.0037 memory: 610 2022/08/07 02:12:02 - mmengine - INFO - Epoch(val) [12][4540/6282] eta: 0:01:04 time: 0.0371 data_time: 0.0025 memory: 579 2022/08/07 02:12:02 - mmengine - INFO - Epoch(val) [12][4560/6282] eta: 0:01:07 time: 0.0394 data_time: 0.0035 memory: 579 2022/08/07 02:12:03 - mmengine - INFO - Epoch(val) [12][4580/6282] eta: 0:01:07 time: 0.0394 data_time: 0.0044 memory: 579 2022/08/07 02:12:04 - mmengine - INFO - Epoch(val) [12][4600/6282] eta: 0:01:07 time: 0.0402 data_time: 0.0031 memory: 579 2022/08/07 02:12:05 - mmengine - INFO - Epoch(val) [12][4620/6282] eta: 0:01:11 time: 0.0430 data_time: 0.0049 memory: 579 2022/08/07 02:12:06 - mmengine - INFO - Epoch(val) [12][4640/6282] eta: 0:01:13 time: 0.0450 data_time: 0.0042 memory: 610 2022/08/07 02:12:07 - mmengine - INFO - Epoch(val) [12][4660/6282] eta: 0:01:07 time: 0.0415 data_time: 0.0042 memory: 610 2022/08/07 02:12:08 - mmengine - INFO - Epoch(val) [12][4680/6282] eta: 0:01:06 time: 0.0412 data_time: 0.0053 memory: 610 2022/08/07 02:12:08 - mmengine - INFO - Epoch(val) [12][4700/6282] eta: 0:01:09 time: 0.0437 data_time: 0.0030 memory: 610 2022/08/07 02:12:09 - mmengine - INFO - Epoch(val) [12][4720/6282] eta: 0:01:06 time: 0.0423 data_time: 0.0055 memory: 610 2022/08/07 02:12:10 - mmengine - INFO - Epoch(val) [12][4740/6282] eta: 0:00:59 time: 0.0387 data_time: 0.0042 memory: 590 2022/08/07 02:12:11 - mmengine - INFO - Epoch(val) [12][4760/6282] eta: 0:01:00 time: 0.0395 data_time: 0.0053 memory: 590 2022/08/07 02:12:12 - mmengine - INFO - Epoch(val) [12][4780/6282] eta: 0:01:01 time: 0.0410 data_time: 0.0051 memory: 590 2022/08/07 02:12:13 - mmengine - INFO - Epoch(val) [12][4800/6282] eta: 0:01:02 time: 0.0425 data_time: 0.0053 memory: 590 2022/08/07 02:12:13 - mmengine - INFO - Epoch(val) [12][4820/6282] eta: 0:01:01 time: 0.0418 data_time: 0.0062 memory: 606 2022/08/07 02:12:14 - mmengine - INFO - Epoch(val) [12][4840/6282] eta: 0:01:00 time: 0.0421 data_time: 0.0056 memory: 606 2022/08/07 02:12:15 - mmengine - INFO - Epoch(val) [12][4860/6282] eta: 0:00:59 time: 0.0417 data_time: 0.0060 memory: 606 2022/08/07 02:12:16 - mmengine - INFO - Epoch(val) [12][4880/6282] eta: 0:01:00 time: 0.0429 data_time: 0.0040 memory: 606 2022/08/07 02:12:17 - mmengine - INFO - Epoch(val) [12][4900/6282] eta: 0:01:00 time: 0.0439 data_time: 0.0059 memory: 606 2022/08/07 02:12:18 - mmengine - INFO - Epoch(val) [12][4920/6282] eta: 0:01:00 time: 0.0446 data_time: 0.0080 memory: 608 2022/08/07 02:12:19 - mmengine - INFO - Epoch(val) [12][4940/6282] eta: 0:00:53 time: 0.0401 data_time: 0.0042 memory: 608 2022/08/07 02:12:19 - mmengine - INFO - Epoch(val) [12][4960/6282] eta: 0:00:55 time: 0.0417 data_time: 0.0037 memory: 608 2022/08/07 02:12:21 - mmengine - INFO - Epoch(val) [12][4980/6282] eta: 0:01:30 time: 0.0698 data_time: 0.0049 memory: 608 2022/08/07 02:12:22 - mmengine - INFO - Epoch(val) [12][5000/6282] eta: 0:00:51 time: 0.0405 data_time: 0.0048 memory: 608 2022/08/07 02:12:22 - mmengine - INFO - Epoch(val) [12][5020/6282] eta: 0:00:50 time: 0.0399 data_time: 0.0038 memory: 608 2022/08/07 02:12:23 - mmengine - INFO - Epoch(val) [12][5040/6282] eta: 0:00:48 time: 0.0388 data_time: 0.0045 memory: 579 2022/08/07 02:12:24 - mmengine - INFO - Epoch(val) [12][5060/6282] eta: 0:00:49 time: 0.0404 data_time: 0.0041 memory: 579 2022/08/07 02:12:25 - mmengine - INFO - Epoch(val) [12][5080/6282] eta: 0:00:52 time: 0.0433 data_time: 0.0059 memory: 579 2022/08/07 02:12:26 - mmengine - INFO - Epoch(val) [12][5100/6282] eta: 0:00:47 time: 0.0401 data_time: 0.0054 memory: 579 2022/08/07 02:12:27 - mmengine - INFO - Epoch(val) [12][5120/6282] eta: 0:00:46 time: 0.0404 data_time: 0.0039 memory: 579 2022/08/07 02:12:27 - mmengine - INFO - Epoch(val) [12][5140/6282] eta: 0:00:49 time: 0.0438 data_time: 0.0036 memory: 577 2022/08/07 02:12:28 - mmengine - INFO - Epoch(val) [12][5160/6282] eta: 0:00:48 time: 0.0434 data_time: 0.0051 memory: 577 2022/08/07 02:12:29 - mmengine - INFO - Epoch(val) [12][5180/6282] eta: 0:00:43 time: 0.0398 data_time: 0.0035 memory: 577 2022/08/07 02:12:30 - mmengine - INFO - Epoch(val) [12][5200/6282] eta: 0:00:45 time: 0.0422 data_time: 0.0056 memory: 577 2022/08/07 02:12:31 - mmengine - INFO - Epoch(val) [12][5220/6282] eta: 0:00:43 time: 0.0408 data_time: 0.0048 memory: 577 2022/08/07 02:12:32 - mmengine - INFO - Epoch(val) [12][5240/6282] eta: 0:00:43 time: 0.0421 data_time: 0.0060 memory: 576 2022/08/07 02:12:33 - mmengine - INFO - Epoch(val) [12][5260/6282] eta: 0:00:40 time: 0.0400 data_time: 0.0033 memory: 576 2022/08/07 02:12:33 - mmengine - INFO - Epoch(val) [12][5280/6282] eta: 0:00:44 time: 0.0440 data_time: 0.0046 memory: 576 2022/08/07 02:12:34 - mmengine - INFO - Epoch(val) [12][5300/6282] eta: 0:00:40 time: 0.0417 data_time: 0.0062 memory: 576 2022/08/07 02:12:35 - mmengine - INFO - Epoch(val) [12][5320/6282] eta: 0:00:44 time: 0.0459 data_time: 0.0042 memory: 577 2022/08/07 02:12:36 - mmengine - INFO - Epoch(val) [12][5340/6282] eta: 0:00:39 time: 0.0423 data_time: 0.0047 memory: 577 2022/08/07 02:12:37 - mmengine - INFO - Epoch(val) [12][5360/6282] eta: 0:00:40 time: 0.0442 data_time: 0.0058 memory: 577 2022/08/07 02:12:38 - mmengine - INFO - Epoch(val) [12][5380/6282] eta: 0:00:36 time: 0.0408 data_time: 0.0052 memory: 577 2022/08/07 02:12:39 - mmengine - INFO - Epoch(val) [12][5400/6282] eta: 0:00:38 time: 0.0437 data_time: 0.0060 memory: 577 2022/08/07 02:12:40 - mmengine - INFO - Epoch(val) [12][5420/6282] eta: 0:00:36 time: 0.0427 data_time: 0.0056 memory: 577 2022/08/07 02:12:41 - mmengine - INFO - Epoch(val) [12][5440/6282] eta: 0:00:54 time: 0.0648 data_time: 0.0039 memory: 577 2022/08/07 02:12:42 - mmengine - INFO - Epoch(val) [12][5460/6282] eta: 0:00:34 time: 0.0414 data_time: 0.0033 memory: 577 2022/08/07 02:12:42 - mmengine - INFO - Epoch(val) [12][5480/6282] eta: 0:00:29 time: 0.0366 data_time: 0.0036 memory: 577 2022/08/07 02:12:43 - mmengine - INFO - Epoch(val) [12][5500/6282] eta: 0:00:28 time: 0.0364 data_time: 0.0044 memory: 577 2022/08/07 02:12:44 - mmengine - INFO - Epoch(val) [12][5520/6282] eta: 0:00:31 time: 0.0414 data_time: 0.0058 memory: 588 2022/08/07 02:12:45 - mmengine - INFO - Epoch(val) [12][5540/6282] eta: 0:00:29 time: 0.0399 data_time: 0.0043 memory: 588 2022/08/07 02:12:46 - mmengine - INFO - Epoch(val) [12][5560/6282] eta: 0:00:26 time: 0.0373 data_time: 0.0043 memory: 588 2022/08/07 02:12:46 - mmengine - INFO - Epoch(val) [12][5580/6282] eta: 0:00:27 time: 0.0393 data_time: 0.0046 memory: 588 2022/08/07 02:12:47 - mmengine - INFO - Epoch(val) [12][5600/6282] eta: 0:00:29 time: 0.0432 data_time: 0.0038 memory: 588 2022/08/07 02:12:48 - mmengine - INFO - Epoch(val) [12][5620/6282] eta: 0:00:24 time: 0.0364 data_time: 0.0045 memory: 588 2022/08/07 02:12:49 - mmengine - INFO - Epoch(val) [12][5640/6282] eta: 0:00:23 time: 0.0368 data_time: 0.0040 memory: 577 2022/08/07 02:12:50 - mmengine - INFO - Epoch(val) [12][5660/6282] eta: 0:00:22 time: 0.0358 data_time: 0.0032 memory: 577 2022/08/07 02:12:50 - mmengine - INFO - Epoch(val) [12][5680/6282] eta: 0:00:26 time: 0.0447 data_time: 0.0056 memory: 577 2022/08/07 02:12:51 - mmengine - INFO - Epoch(val) [12][5700/6282] eta: 0:00:24 time: 0.0420 data_time: 0.0050 memory: 577 2022/08/07 02:12:52 - mmengine - INFO - Epoch(val) [12][5720/6282] eta: 0:00:23 time: 0.0420 data_time: 0.0044 memory: 594 2022/08/07 02:12:53 - mmengine - INFO - Epoch(val) [12][5740/6282] eta: 0:00:21 time: 0.0405 data_time: 0.0033 memory: 594 2022/08/07 02:12:54 - mmengine - INFO - Epoch(val) [12][5760/6282] eta: 0:00:21 time: 0.0419 data_time: 0.0031 memory: 594 2022/08/07 02:12:55 - mmengine - INFO - Epoch(val) [12][5780/6282] eta: 0:00:20 time: 0.0413 data_time: 0.0044 memory: 594 2022/08/07 02:12:55 - mmengine - INFO - Epoch(val) [12][5800/6282] eta: 0:00:19 time: 0.0408 data_time: 0.0046 memory: 594 2022/08/07 02:12:56 - mmengine - INFO - Epoch(val) [12][5820/6282] eta: 0:00:18 time: 0.0396 data_time: 0.0044 memory: 594 2022/08/07 02:12:57 - mmengine - INFO - Epoch(val) [12][5840/6282] eta: 0:00:16 time: 0.0380 data_time: 0.0041 memory: 588 2022/08/07 02:12:58 - mmengine - INFO - Epoch(val) [12][5860/6282] eta: 0:00:16 time: 0.0391 data_time: 0.0036 memory: 588 2022/08/07 02:12:59 - mmengine - INFO - Epoch(val) [12][5880/6282] eta: 0:00:14 time: 0.0367 data_time: 0.0036 memory: 588 2022/08/07 02:12:59 - mmengine - INFO - Epoch(val) [12][5900/6282] eta: 0:00:15 time: 0.0405 data_time: 0.0033 memory: 588 2022/08/07 02:13:01 - mmengine - INFO - Epoch(val) [12][5920/6282] eta: 0:00:25 time: 0.0700 data_time: 0.0030 memory: 588 2022/08/07 02:13:02 - mmengine - INFO - Epoch(val) [12][5940/6282] eta: 0:00:14 time: 0.0414 data_time: 0.0047 memory: 577 2022/08/07 02:13:03 - mmengine - INFO - Epoch(val) [12][5960/6282] eta: 0:00:13 time: 0.0423 data_time: 0.0038 memory: 577 2022/08/07 02:13:03 - mmengine - INFO - Epoch(val) [12][5980/6282] eta: 0:00:11 time: 0.0388 data_time: 0.0046 memory: 577 2022/08/07 02:13:04 - mmengine - INFO - Epoch(val) [12][6000/6282] eta: 0:00:11 time: 0.0402 data_time: 0.0042 memory: 606 2022/08/07 02:13:05 - mmengine - INFO - Epoch(val) [12][6020/6282] eta: 0:00:10 time: 0.0410 data_time: 0.0050 memory: 606 2022/08/07 02:13:06 - mmengine - INFO - Epoch(val) [12][6040/6282] eta: 0:00:09 time: 0.0408 data_time: 0.0049 memory: 606 2022/08/07 02:13:07 - mmengine - INFO - Epoch(val) [12][6060/6282] eta: 0:00:09 time: 0.0422 data_time: 0.0041 memory: 606 2022/08/07 02:13:08 - mmengine - INFO - Epoch(val) [12][6080/6282] eta: 0:00:08 time: 0.0422 data_time: 0.0061 memory: 606 2022/08/07 02:13:08 - mmengine - INFO - Epoch(val) [12][6100/6282] eta: 0:00:06 time: 0.0370 data_time: 0.0039 memory: 606 2022/08/07 02:13:09 - mmengine - INFO - Epoch(val) [12][6120/6282] eta: 0:00:04 time: 0.0252 data_time: 0.0020 memory: 606 2022/08/07 02:13:09 - mmengine - INFO - Epoch(val) [12][6140/6282] eta: 0:00:02 time: 0.0201 data_time: 0.0013 memory: 606 2022/08/07 02:13:10 - mmengine - INFO - Epoch(val) [12][6160/6282] eta: 0:00:02 time: 0.0200 data_time: 0.0013 memory: 606 2022/08/07 02:13:10 - mmengine - INFO - Epoch(val) [12][6180/6282] eta: 0:00:02 time: 0.0206 data_time: 0.0016 memory: 606 2022/08/07 02:13:10 - mmengine - INFO - Epoch(val) [12][6200/6282] eta: 0:00:01 time: 0.0203 data_time: 0.0018 memory: 606 2022/08/07 02:13:11 - mmengine - INFO - Epoch(val) [12][6220/6282] eta: 0:00:01 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 02:13:11 - mmengine - INFO - Epoch(val) [12][6240/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 02:13:12 - mmengine - INFO - Epoch(val) [12][6260/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 02:13:12 - mmengine - INFO - Epoch(val) [12][6280/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 02:16:49 - mmengine - INFO - Epoch(val) [12][6282/6282] mAP/mAP@0.5IOU: 0.2081 2022/08/07 02:16:58 - mmengine - INFO - Epoch(train) [13][20/1441] lr: 2.0000e-02 eta: 1:16:00 time: 0.4062 data_time: 0.0493 memory: 8503 grad_norm: 0.1202 recall@thr=0.5: 0.8019 prec@thr=0.5: 0.7855 recall@top3: 0.8216 prec@top3: 0.6543 recall@top5: 0.9540 prec@top5: 0.4815 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 02:17:05 - mmengine - INFO - Epoch(train) [13][40/1441] lr: 2.0000e-02 eta: 1:15:52 time: 0.3762 data_time: 0.0277 memory: 8503 grad_norm: 0.1176 recall@thr=0.5: 0.7405 prec@thr=0.5: 0.8485 recall@top3: 0.8201 prec@top3: 0.6894 recall@top5: 0.9337 prec@top5: 0.4773 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 02:17:13 - mmengine - INFO - Epoch(train) [13][60/1441] lr: 2.0000e-02 eta: 1:15:44 time: 0.4007 data_time: 0.0260 memory: 8503 grad_norm: 0.1218 recall@thr=0.5: 0.7616 prec@thr=0.5: 0.7810 recall@top3: 0.8643 prec@top3: 0.6667 recall@top5: 0.9535 prec@top5: 0.4558 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 02:17:21 - mmengine - INFO - Epoch(train) [13][80/1441] lr: 2.0000e-02 eta: 1:15:36 time: 0.3785 data_time: 0.0233 memory: 8503 grad_norm: 0.1211 recall@thr=0.5: 0.6896 prec@thr=0.5: 0.8542 recall@top3: 0.8125 prec@top3: 0.6833 recall@top5: 0.9125 prec@top5: 0.4700 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 02:17:28 - mmengine - INFO - Epoch(train) [13][100/1441] lr: 2.0000e-02 eta: 1:15:27 time: 0.3818 data_time: 0.0216 memory: 8503 grad_norm: 0.1211 recall@thr=0.5: 0.7577 prec@thr=0.5: 0.8765 recall@top3: 0.8333 prec@top3: 0.7469 recall@top5: 0.9691 prec@top5: 0.5333 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 02:17:36 - mmengine - INFO - Epoch(train) [13][120/1441] lr: 2.0000e-02 eta: 1:15:20 time: 0.4041 data_time: 0.0216 memory: 8503 grad_norm: 0.1192 recall@thr=0.5: 0.7826 prec@thr=0.5: 0.8086 recall@top3: 0.8216 prec@top3: 0.7344 recall@top5: 0.9427 prec@top5: 0.5156 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 02:17:44 - mmengine - INFO - Epoch(train) [13][140/1441] lr: 2.0000e-02 eta: 1:15:12 time: 0.3803 data_time: 0.0217 memory: 8503 grad_norm: 0.1199 recall@thr=0.5: 0.8488 prec@thr=0.5: 0.8992 recall@top3: 0.8857 prec@top3: 0.6589 recall@top5: 0.9419 prec@top5: 0.4279 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 02:17:52 - mmengine - INFO - Epoch(train) [13][160/1441] lr: 2.0000e-02 eta: 1:15:04 time: 0.4127 data_time: 0.0242 memory: 8503 grad_norm: 0.1220 recall@thr=0.5: 0.7529 prec@thr=0.5: 0.8221 recall@top3: 0.7529 prec@top3: 0.7000 recall@top5: 0.9208 prec@top5: 0.5400 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 02:18:00 - mmengine - INFO - Epoch(train) [13][180/1441] lr: 2.0000e-02 eta: 1:14:56 time: 0.3912 data_time: 0.0167 memory: 8503 grad_norm: 0.1206 recall@thr=0.5: 0.8226 prec@thr=0.5: 0.8184 recall@top3: 0.8825 prec@top3: 0.6410 recall@top5: 0.9658 prec@top5: 0.4359 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:18:08 - mmengine - INFO - Epoch(train) [13][200/1441] lr: 2.0000e-02 eta: 1:14:48 time: 0.3762 data_time: 0.0230 memory: 8503 grad_norm: 0.1190 recall@thr=0.5: 0.7926 prec@thr=0.5: 0.8726 recall@top3: 0.8500 prec@top3: 0.7333 recall@top5: 0.9648 prec@top5: 0.5111 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 02:18:16 - mmengine - INFO - Epoch(train) [13][220/1441] lr: 2.0000e-02 eta: 1:14:40 time: 0.4182 data_time: 0.0184 memory: 8503 grad_norm: 0.1191 recall@thr=0.5: 0.6481 prec@thr=0.5: 0.7000 recall@top3: 0.7067 prec@top3: 0.5852 recall@top5: 0.8867 prec@top5: 0.4444 loss_action_cls: 0.0418 loss: 0.0418 2022/08/07 02:18:24 - mmengine - INFO - Epoch(train) [13][240/1441] lr: 2.0000e-02 eta: 1:14:32 time: 0.3764 data_time: 0.0219 memory: 8503 grad_norm: 0.1199 recall@thr=0.5: 0.7207 prec@thr=0.5: 0.7377 recall@top3: 0.8765 prec@top3: 0.7037 recall@top5: 0.9336 prec@top5: 0.4593 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 02:18:32 - mmengine - INFO - Epoch(train) [13][260/1441] lr: 2.0000e-02 eta: 1:14:24 time: 0.4102 data_time: 0.0176 memory: 8503 grad_norm: 0.1209 recall@thr=0.5: 0.6906 prec@thr=0.5: 0.7971 recall@top3: 0.8377 prec@top3: 0.6377 recall@top5: 0.8986 prec@top5: 0.4217 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 02:18:39 - mmengine - INFO - Epoch(train) [13][280/1441] lr: 2.0000e-02 eta: 1:14:16 time: 0.3787 data_time: 0.0221 memory: 8503 grad_norm: 0.1181 recall@thr=0.5: 0.7845 prec@thr=0.5: 0.8348 recall@top3: 0.8621 prec@top3: 0.7471 recall@top5: 0.9425 prec@top5: 0.4931 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 02:18:47 - mmengine - INFO - Epoch(train) [13][300/1441] lr: 2.0000e-02 eta: 1:14:08 time: 0.3817 data_time: 0.0172 memory: 8503 grad_norm: 0.1250 recall@thr=0.5: 0.7642 prec@thr=0.5: 0.7703 recall@top3: 0.8232 prec@top3: 0.6423 recall@top5: 0.9065 prec@top5: 0.4390 loss_action_cls: 0.0391 loss: 0.0391 2022/08/07 02:18:55 - mmengine - INFO - Epoch(train) [13][320/1441] lr: 2.0000e-02 eta: 1:14:00 time: 0.4194 data_time: 0.0229 memory: 8503 grad_norm: 0.1214 recall@thr=0.5: 0.8058 prec@thr=0.5: 0.9306 recall@top3: 0.8642 prec@top3: 0.8222 recall@top5: 0.9761 prec@top5: 0.5700 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 02:19:03 - mmengine - INFO - Epoch(train) [13][340/1441] lr: 2.0000e-02 eta: 1:13:52 time: 0.3807 data_time: 0.0182 memory: 8503 grad_norm: 0.1214 recall@thr=0.5: 0.7326 prec@thr=0.5: 0.7979 recall@top3: 0.8337 prec@top3: 0.7447 recall@top5: 0.9745 prec@top5: 0.5319 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 02:19:11 - mmengine - INFO - Epoch(train) [13][360/1441] lr: 2.0000e-02 eta: 1:13:44 time: 0.4238 data_time: 0.0215 memory: 8503 grad_norm: 0.1220 recall@thr=0.5: 0.8198 prec@thr=0.5: 0.8108 recall@top3: 0.9392 prec@top3: 0.5946 recall@top5: 0.9865 prec@top5: 0.3838 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 02:19:19 - mmengine - INFO - Epoch(train) [13][380/1441] lr: 2.0000e-02 eta: 1:13:37 time: 0.3932 data_time: 0.0245 memory: 8503 grad_norm: 0.1182 recall@thr=0.5: 0.8496 prec@thr=0.5: 0.9072 recall@top3: 0.8545 prec@top3: 0.7652 recall@top5: 0.9955 prec@top5: 0.5455 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 02:19:27 - mmengine - INFO - Epoch(train) [13][400/1441] lr: 2.0000e-02 eta: 1:13:29 time: 0.3994 data_time: 0.0230 memory: 8503 grad_norm: 0.1221 recall@thr=0.5: 0.6909 prec@thr=0.5: 0.7409 recall@top3: 0.7636 prec@top3: 0.6909 recall@top5: 0.9076 prec@top5: 0.4909 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 02:19:36 - mmengine - INFO - Epoch(train) [13][420/1441] lr: 2.0000e-02 eta: 1:13:21 time: 0.4158 data_time: 0.0172 memory: 8503 grad_norm: 0.1210 recall@thr=0.5: 0.6908 prec@thr=0.5: 0.7675 recall@top3: 0.8136 prec@top3: 0.6930 recall@top5: 0.9167 prec@top5: 0.4684 loss_action_cls: 0.0409 loss: 0.0409 2022/08/07 02:19:43 - mmengine - INFO - Epoch(train) [13][440/1441] lr: 2.0000e-02 eta: 1:13:13 time: 0.3885 data_time: 0.0228 memory: 8503 grad_norm: 0.1223 recall@thr=0.5: 0.8078 prec@thr=0.5: 0.8452 recall@top3: 0.8980 prec@top3: 0.7483 recall@top5: 0.9728 prec@top5: 0.4939 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 02:19:51 - mmengine - INFO - Epoch(train) [13][460/1441] lr: 2.0000e-02 eta: 1:13:05 time: 0.4036 data_time: 0.0170 memory: 8503 grad_norm: 0.1205 recall@thr=0.5: 0.6519 prec@thr=0.5: 0.6259 recall@top3: 0.7481 prec@top3: 0.5407 recall@top5: 0.8241 prec@top5: 0.3600 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 02:19:59 - mmengine - INFO - Epoch(train) [13][480/1441] lr: 2.0000e-02 eta: 1:12:57 time: 0.3815 data_time: 0.0180 memory: 8503 grad_norm: 0.1163 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8568 recall@top3: 0.8828 prec@top3: 0.6771 recall@top5: 0.9479 prec@top5: 0.4500 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 02:20:07 - mmengine - INFO - Epoch(train) [13][500/1441] lr: 2.0000e-02 eta: 1:12:49 time: 0.4129 data_time: 0.0197 memory: 8503 grad_norm: 0.1241 recall@thr=0.5: 0.6913 prec@thr=0.5: 0.7726 recall@top3: 0.7802 prec@top3: 0.6181 recall@top5: 0.9028 prec@top5: 0.4458 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 02:20:15 - mmengine - INFO - Epoch(train) [13][520/1441] lr: 2.0000e-02 eta: 1:12:41 time: 0.3787 data_time: 0.0178 memory: 8503 grad_norm: 0.1235 recall@thr=0.5: 0.8293 prec@thr=0.5: 0.8150 recall@top3: 0.9004 prec@top3: 0.6341 recall@top5: 0.9350 prec@top5: 0.4000 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 02:20:23 - mmengine - INFO - Epoch(train) [13][540/1441] lr: 2.0000e-02 eta: 1:12:34 time: 0.4215 data_time: 0.0221 memory: 8503 grad_norm: 0.1228 recall@thr=0.5: 0.7217 prec@thr=0.5: 0.8017 recall@top3: 0.8417 prec@top3: 0.6933 recall@top5: 0.9283 prec@top5: 0.4680 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 02:20:31 - mmengine - INFO - Epoch(train) [13][560/1441] lr: 2.0000e-02 eta: 1:12:25 time: 0.3783 data_time: 0.0187 memory: 8503 grad_norm: 0.1236 recall@thr=0.5: 0.7546 prec@thr=0.5: 0.7546 recall@top3: 0.8519 prec@top3: 0.5463 recall@top5: 0.9653 prec@top5: 0.3889 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 02:20:39 - mmengine - INFO - Epoch(train) [13][580/1441] lr: 2.0000e-02 eta: 1:12:17 time: 0.3887 data_time: 0.0221 memory: 8503 grad_norm: 0.1222 recall@thr=0.5: 0.7327 prec@thr=0.5: 0.8553 recall@top3: 0.8270 prec@top3: 0.6667 recall@top5: 0.9230 prec@top5: 0.4642 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 02:20:47 - mmengine - INFO - Epoch(train) [13][600/1441] lr: 2.0000e-02 eta: 1:12:10 time: 0.4162 data_time: 0.0206 memory: 8503 grad_norm: 0.1253 recall@thr=0.5: 0.7581 prec@thr=0.5: 0.7825 recall@top3: 0.8028 prec@top3: 0.6260 recall@top5: 0.9146 prec@top5: 0.4390 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 02:20:55 - mmengine - INFO - Epoch(train) [13][620/1441] lr: 2.0000e-02 eta: 1:12:02 time: 0.3825 data_time: 0.0216 memory: 8503 grad_norm: 0.1195 recall@thr=0.5: 0.7532 prec@thr=0.5: 0.8611 recall@top3: 0.8246 prec@top3: 0.6270 recall@top5: 0.9373 prec@top5: 0.4333 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 02:21:03 - mmengine - INFO - Epoch(train) [13][640/1441] lr: 2.0000e-02 eta: 1:11:54 time: 0.3984 data_time: 0.0178 memory: 8503 grad_norm: 0.1229 recall@thr=0.5: 0.6535 prec@thr=0.5: 0.7149 recall@top3: 0.7303 prec@top3: 0.5789 recall@top5: 0.9298 prec@top5: 0.4474 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 02:21:10 - mmengine - INFO - Epoch(train) [13][660/1441] lr: 2.0000e-02 eta: 1:11:46 time: 0.3844 data_time: 0.0211 memory: 8503 grad_norm: 0.1214 recall@thr=0.5: 0.6333 prec@thr=0.5: 0.6933 recall@top3: 0.6900 prec@top3: 0.5267 recall@top5: 0.8300 prec@top5: 0.4040 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 02:21:18 - mmengine - INFO - Epoch(train) [13][680/1441] lr: 2.0000e-02 eta: 1:11:37 time: 0.3791 data_time: 0.0177 memory: 8503 grad_norm: 0.1203 recall@thr=0.5: 0.7450 prec@thr=0.5: 0.7200 recall@top3: 0.8550 prec@top3: 0.6200 recall@top5: 0.9817 prec@top5: 0.4520 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 02:21:27 - mmengine - INFO - Epoch(train) [13][700/1441] lr: 2.0000e-02 eta: 1:11:30 time: 0.4309 data_time: 0.0225 memory: 8503 grad_norm: 0.1187 recall@thr=0.5: 0.7054 prec@thr=0.5: 0.8101 recall@top3: 0.7558 prec@top3: 0.6744 recall@top5: 0.9128 prec@top5: 0.5116 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 02:21:30 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 02:21:34 - mmengine - INFO - Epoch(train) [13][720/1441] lr: 2.0000e-02 eta: 1:11:22 time: 0.3849 data_time: 0.0197 memory: 8503 grad_norm: 0.1232 recall@thr=0.5: 0.7171 prec@thr=0.5: 0.8289 recall@top3: 0.7939 prec@top3: 0.6754 recall@top5: 0.8882 prec@top5: 0.4632 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 02:21:42 - mmengine - INFO - Epoch(train) [13][740/1441] lr: 2.0000e-02 eta: 1:11:14 time: 0.4083 data_time: 0.0214 memory: 8503 grad_norm: 0.1165 recall@thr=0.5: 0.7883 prec@thr=0.5: 0.8018 recall@top3: 0.8153 prec@top3: 0.6667 recall@top5: 0.8649 prec@top5: 0.4378 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 02:21:50 - mmengine - INFO - Epoch(train) [13][760/1441] lr: 2.0000e-02 eta: 1:11:06 time: 0.3933 data_time: 0.0175 memory: 8503 grad_norm: 0.1220 recall@thr=0.5: 0.6567 prec@thr=0.5: 0.7133 recall@top3: 0.7417 prec@top3: 0.6200 recall@top5: 0.8767 prec@top5: 0.4440 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 02:21:58 - mmengine - INFO - Epoch(train) [13][780/1441] lr: 2.0000e-02 eta: 1:10:58 time: 0.4015 data_time: 0.0322 memory: 8503 grad_norm: 0.1212 recall@thr=0.5: 0.7637 prec@thr=0.5: 0.7696 recall@top3: 0.8922 prec@top3: 0.6078 recall@top5: 0.9441 prec@top5: 0.4000 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 02:22:06 - mmengine - INFO - Epoch(train) [13][800/1441] lr: 2.0000e-02 eta: 1:10:51 time: 0.4048 data_time: 0.0189 memory: 8503 grad_norm: 0.1217 recall@thr=0.5: 0.7199 prec@thr=0.5: 0.7801 recall@top3: 0.8280 prec@top3: 0.6596 recall@top5: 0.9716 prec@top5: 0.4723 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 02:22:14 - mmengine - INFO - Epoch(train) [13][820/1441] lr: 2.0000e-02 eta: 1:10:42 time: 0.3852 data_time: 0.0213 memory: 8503 grad_norm: 0.1251 recall@thr=0.5: 0.7896 prec@thr=0.5: 0.7521 recall@top3: 0.8979 prec@top3: 0.6500 recall@top5: 0.9688 prec@top5: 0.4200 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 02:22:22 - mmengine - INFO - Epoch(train) [13][840/1441] lr: 2.0000e-02 eta: 1:10:35 time: 0.4154 data_time: 0.0178 memory: 8503 grad_norm: 0.1202 recall@thr=0.5: 0.6583 prec@thr=0.5: 0.7292 recall@top3: 0.7352 prec@top3: 0.5758 recall@top5: 0.8636 prec@top5: 0.4318 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:22:30 - mmengine - INFO - Epoch(train) [13][860/1441] lr: 2.0000e-02 eta: 1:10:27 time: 0.3878 data_time: 0.0225 memory: 8503 grad_norm: 0.1254 recall@thr=0.5: 0.6741 prec@thr=0.5: 0.7852 recall@top3: 0.7759 prec@top3: 0.6815 recall@top5: 0.8981 prec@top5: 0.5022 loss_action_cls: 0.0404 loss: 0.0404 2022/08/07 02:22:38 - mmengine - INFO - Epoch(train) [13][880/1441] lr: 2.0000e-02 eta: 1:10:19 time: 0.3938 data_time: 0.0183 memory: 8503 grad_norm: 0.1249 recall@thr=0.5: 0.7330 prec@thr=0.5: 0.8519 recall@top3: 0.8260 prec@top3: 0.7885 recall@top5: 0.9260 prec@top5: 0.5538 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 02:22:47 - mmengine - INFO - Epoch(train) [13][900/1441] lr: 2.0000e-02 eta: 1:10:11 time: 0.4238 data_time: 0.0210 memory: 8503 grad_norm: 0.1202 recall@thr=0.5: 0.7695 prec@thr=0.5: 0.8014 recall@top3: 0.7879 prec@top3: 0.6950 recall@top5: 0.9791 prec@top5: 0.5447 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 02:22:55 - mmengine - INFO - Epoch(train) [13][920/1441] lr: 2.0000e-02 eta: 1:10:03 time: 0.4076 data_time: 0.0223 memory: 8503 grad_norm: 0.1240 recall@thr=0.5: 0.7293 prec@thr=0.5: 0.7346 recall@top3: 0.8318 prec@top3: 0.6790 recall@top5: 0.9179 prec@top5: 0.4630 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 02:23:02 - mmengine - INFO - Epoch(train) [13][940/1441] lr: 2.0000e-02 eta: 1:09:55 time: 0.3873 data_time: 0.0184 memory: 8503 grad_norm: 0.1243 recall@thr=0.5: 0.7227 prec@thr=0.5: 0.8533 recall@top3: 0.8290 prec@top3: 0.7267 recall@top5: 0.9420 prec@top5: 0.5120 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 02:23:10 - mmengine - INFO - Epoch(train) [13][960/1441] lr: 2.0000e-02 eta: 1:09:47 time: 0.3922 data_time: 0.0241 memory: 8503 grad_norm: 0.1220 recall@thr=0.5: 0.7875 prec@thr=0.5: 0.7875 recall@top3: 0.8729 prec@top3: 0.7083 recall@top5: 0.9542 prec@top5: 0.4750 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 02:23:18 - mmengine - INFO - Epoch(train) [13][980/1441] lr: 2.0000e-02 eta: 1:09:39 time: 0.3808 data_time: 0.0226 memory: 8503 grad_norm: 0.1224 recall@thr=0.5: 0.7683 prec@thr=0.5: 0.8256 recall@top3: 0.8110 prec@top3: 0.6585 recall@top5: 0.9187 prec@top5: 0.4585 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 02:23:26 - mmengine - INFO - Epoch(train) [13][1000/1441] lr: 2.0000e-02 eta: 1:09:31 time: 0.4004 data_time: 0.0242 memory: 8503 grad_norm: 0.1227 recall@thr=0.5: 0.8106 prec@thr=0.5: 0.8030 recall@top3: 0.8447 prec@top3: 0.6818 recall@top5: 0.9280 prec@top5: 0.4636 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 02:23:34 - mmengine - INFO - Epoch(train) [13][1020/1441] lr: 2.0000e-02 eta: 1:09:23 time: 0.3786 data_time: 0.0236 memory: 8503 grad_norm: 0.1246 recall@thr=0.5: 0.6693 prec@thr=0.5: 0.7944 recall@top3: 0.7663 prec@top3: 0.6296 recall@top5: 0.9059 prec@top5: 0.4622 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 02:23:42 - mmengine - INFO - Epoch(train) [13][1040/1441] lr: 2.0000e-02 eta: 1:09:15 time: 0.4084 data_time: 0.0258 memory: 8503 grad_norm: 0.1251 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.7895 recall@top3: 0.7990 prec@top3: 0.6732 recall@top5: 0.9167 prec@top5: 0.4863 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 02:23:50 - mmengine - INFO - Epoch(train) [13][1060/1441] lr: 2.0000e-02 eta: 1:09:07 time: 0.3917 data_time: 0.0259 memory: 8503 grad_norm: 0.1251 recall@thr=0.5: 0.6239 prec@thr=0.5: 0.7609 recall@top3: 0.7569 prec@top3: 0.6957 recall@top5: 0.9478 prec@top5: 0.5217 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 02:23:57 - mmengine - INFO - Epoch(train) [13][1080/1441] lr: 2.0000e-02 eta: 1:08:59 time: 0.3793 data_time: 0.0252 memory: 8503 grad_norm: 0.1245 recall@thr=0.5: 0.7970 prec@thr=0.5: 0.7628 recall@top3: 0.8248 prec@top3: 0.6581 recall@top5: 0.9658 prec@top5: 0.4769 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 02:24:05 - mmengine - INFO - Epoch(train) [13][1100/1441] lr: 2.0000e-02 eta: 1:08:52 time: 0.4087 data_time: 0.0229 memory: 8503 grad_norm: 0.1180 recall@thr=0.5: 0.7809 prec@thr=0.5: 0.8256 recall@top3: 0.8596 prec@top3: 0.7716 recall@top5: 0.9784 prec@top5: 0.5444 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 02:24:13 - mmengine - INFO - Epoch(train) [13][1120/1441] lr: 2.0000e-02 eta: 1:08:44 time: 0.3877 data_time: 0.0271 memory: 8503 grad_norm: 0.1202 recall@thr=0.5: 0.6345 prec@thr=0.5: 0.6174 recall@top3: 0.7633 prec@top3: 0.5606 recall@top5: 0.9432 prec@top5: 0.4136 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 02:24:21 - mmengine - INFO - Epoch(train) [13][1140/1441] lr: 2.0000e-02 eta: 1:08:35 time: 0.3788 data_time: 0.0242 memory: 8503 grad_norm: 0.1223 recall@thr=0.5: 0.7197 prec@thr=0.5: 0.7822 recall@top3: 0.8864 prec@top3: 0.7045 recall@top5: 0.9640 prec@top5: 0.4727 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 02:24:29 - mmengine - INFO - Epoch(train) [13][1160/1441] lr: 2.0000e-02 eta: 1:08:28 time: 0.4200 data_time: 0.0231 memory: 8503 grad_norm: 0.1220 recall@thr=0.5: 0.7158 prec@thr=0.5: 0.7949 recall@top3: 0.8034 prec@top3: 0.5470 recall@top5: 0.9573 prec@top5: 0.4051 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 02:24:37 - mmengine - INFO - Epoch(train) [13][1180/1441] lr: 2.0000e-02 eta: 1:08:20 time: 0.3779 data_time: 0.0209 memory: 8503 grad_norm: 0.1216 recall@thr=0.5: 0.8566 prec@thr=0.5: 0.8256 recall@top3: 0.8837 prec@top3: 0.6977 recall@top5: 0.9419 prec@top5: 0.4512 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 02:24:45 - mmengine - INFO - Epoch(train) [13][1200/1441] lr: 2.0000e-02 eta: 1:08:12 time: 0.4083 data_time: 0.0234 memory: 8503 grad_norm: 0.1257 recall@thr=0.5: 0.7552 prec@thr=0.5: 0.7743 recall@top3: 0.8073 prec@top3: 0.6944 recall@top5: 0.9514 prec@top5: 0.5125 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 02:24:53 - mmengine - INFO - Epoch(train) [13][1220/1441] lr: 2.0000e-02 eta: 1:08:04 time: 0.3937 data_time: 0.0304 memory: 8503 grad_norm: 0.1188 recall@thr=0.5: 0.7298 prec@thr=0.5: 0.8056 recall@top3: 0.7754 prec@top3: 0.7310 recall@top5: 0.9462 prec@top5: 0.5439 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 02:25:00 - mmengine - INFO - Epoch(train) [13][1240/1441] lr: 2.0000e-02 eta: 1:07:56 time: 0.3818 data_time: 0.0224 memory: 8503 grad_norm: 0.1194 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.8081 recall@top3: 0.8737 prec@top3: 0.7475 recall@top5: 0.9394 prec@top5: 0.4909 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 02:25:09 - mmengine - INFO - Epoch(train) [13][1260/1441] lr: 2.0000e-02 eta: 1:07:48 time: 0.4368 data_time: 0.0229 memory: 8503 grad_norm: 0.1242 recall@thr=0.5: 0.7650 prec@thr=0.5: 0.7949 recall@top3: 0.8632 prec@top3: 0.5983 recall@top5: 0.9444 prec@top5: 0.3949 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:25:17 - mmengine - INFO - Epoch(train) [13][1280/1441] lr: 2.0000e-02 eta: 1:07:40 time: 0.3985 data_time: 0.0205 memory: 8503 grad_norm: 0.1232 recall@thr=0.5: 0.7158 prec@thr=0.5: 0.7778 recall@top3: 0.8632 prec@top3: 0.6581 recall@top5: 1.0000 prec@top5: 0.4564 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 02:25:25 - mmengine - INFO - Epoch(train) [13][1300/1441] lr: 2.0000e-02 eta: 1:07:33 time: 0.4022 data_time: 0.0206 memory: 8503 grad_norm: 0.1259 recall@thr=0.5: 0.7538 prec@thr=0.5: 0.8295 recall@top3: 0.7898 prec@top3: 0.7273 recall@top5: 0.9545 prec@top5: 0.5409 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 02:25:33 - mmengine - INFO - Epoch(train) [13][1320/1441] lr: 2.0000e-02 eta: 1:07:25 time: 0.3882 data_time: 0.0238 memory: 8503 grad_norm: 0.1237 recall@thr=0.5: 0.6413 prec@thr=0.5: 0.7246 recall@top3: 0.7790 prec@top3: 0.6522 recall@top5: 0.9058 prec@top5: 0.4435 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 02:25:40 - mmengine - INFO - Epoch(train) [13][1340/1441] lr: 2.0000e-02 eta: 1:07:16 time: 0.3803 data_time: 0.0220 memory: 8503 grad_norm: 0.1209 recall@thr=0.5: 0.8186 prec@thr=0.5: 0.8284 recall@top3: 0.9167 prec@top3: 0.6765 recall@top5: 0.9706 prec@top5: 0.4412 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 02:25:49 - mmengine - INFO - Epoch(train) [13][1360/1441] lr: 2.0000e-02 eta: 1:07:09 time: 0.4089 data_time: 0.0210 memory: 8503 grad_norm: 0.1240 recall@thr=0.5: 0.6964 prec@thr=0.5: 0.7817 recall@top3: 0.7480 prec@top3: 0.6349 recall@top5: 0.9008 prec@top5: 0.4571 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 02:25:56 - mmengine - INFO - Epoch(train) [13][1380/1441] lr: 2.0000e-02 eta: 1:07:01 time: 0.3797 data_time: 0.0228 memory: 8503 grad_norm: 0.1245 recall@thr=0.5: 0.7450 prec@thr=0.5: 0.8042 recall@top3: 0.8525 prec@top3: 0.6917 recall@top5: 0.9617 prec@top5: 0.4800 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 02:26:05 - mmengine - INFO - Epoch(train) [13][1400/1441] lr: 2.0000e-02 eta: 1:06:53 time: 0.4234 data_time: 0.0242 memory: 8503 grad_norm: 0.1256 recall@thr=0.5: 0.8315 prec@thr=0.5: 0.8860 recall@top3: 0.8545 prec@top3: 0.7477 recall@top5: 0.9495 prec@top5: 0.5189 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 02:26:12 - mmengine - INFO - Epoch(train) [13][1420/1441] lr: 2.0000e-02 eta: 1:06:45 time: 0.3777 data_time: 0.0205 memory: 8503 grad_norm: 0.1217 recall@thr=0.5: 0.7490 prec@thr=0.5: 0.7857 recall@top3: 0.8646 prec@top3: 0.7075 recall@top5: 0.9136 prec@top5: 0.4612 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 02:26:20 - mmengine - INFO - Epoch(train) [13][1440/1441] lr: 2.0000e-02 eta: 1:06:37 time: 0.3676 data_time: 0.0179 memory: 8503 grad_norm: 0.1220 recall@thr=0.5: 0.8170 prec@thr=0.5: 0.9407 recall@top3: 0.8563 prec@top3: 0.7259 recall@top5: 0.9722 prec@top5: 0.5111 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 02:26:20 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 02:26:20 - mmengine - INFO - Epoch(train) [13][1441/1441] lr: 2.0000e-02 eta: 1:06:37 time: 0.3601 data_time: 0.0182 memory: 4495 grad_norm: 0.1234 recall@thr=0.5: 0.8860 prec@thr=0.5: 0.9649 recall@top3: 0.9561 prec@top3: 0.6316 recall@top5: 1.0000 prec@top5: 0.4105 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 02:26:20 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/08/07 02:26:26 - mmengine - INFO - Epoch(val) [13][20/6282] eta: 0:04:27 time: 0.0427 data_time: 0.0060 memory: 560 2022/08/07 02:26:27 - mmengine - INFO - Epoch(val) [13][40/6282] eta: 0:04:03 time: 0.0390 data_time: 0.0036 memory: 560 2022/08/07 02:26:28 - mmengine - INFO - Epoch(val) [13][60/6282] eta: 0:03:49 time: 0.0369 data_time: 0.0043 memory: 560 2022/08/07 02:26:29 - mmengine - INFO - Epoch(val) [13][80/6282] eta: 0:04:21 time: 0.0422 data_time: 0.0044 memory: 560 2022/08/07 02:26:29 - mmengine - INFO - Epoch(val) [13][100/6282] eta: 0:03:38 time: 0.0354 data_time: 0.0050 memory: 560 2022/08/07 02:26:30 - mmengine - INFO - Epoch(val) [13][120/6282] eta: 0:04:03 time: 0.0395 data_time: 0.0042 memory: 606 2022/08/07 02:26:31 - mmengine - INFO - Epoch(val) [13][140/6282] eta: 0:04:19 time: 0.0422 data_time: 0.0052 memory: 606 2022/08/07 02:26:32 - mmengine - INFO - Epoch(val) [13][160/6282] eta: 0:04:31 time: 0.0443 data_time: 0.0049 memory: 606 2022/08/07 02:26:33 - mmengine - INFO - Epoch(val) [13][180/6282] eta: 0:04:16 time: 0.0420 data_time: 0.0054 memory: 606 2022/08/07 02:26:34 - mmengine - INFO - Epoch(val) [13][200/6282] eta: 0:04:17 time: 0.0424 data_time: 0.0044 memory: 606 2022/08/07 02:26:35 - mmengine - INFO - Epoch(val) [13][220/6282] eta: 0:04:21 time: 0.0432 data_time: 0.0050 memory: 577 2022/08/07 02:26:35 - mmengine - INFO - Epoch(val) [13][240/6282] eta: 0:04:33 time: 0.0453 data_time: 0.0063 memory: 577 2022/08/07 02:26:36 - mmengine - INFO - Epoch(val) [13][260/6282] eta: 0:03:59 time: 0.0398 data_time: 0.0035 memory: 577 2022/08/07 02:26:37 - mmengine - INFO - Epoch(val) [13][280/6282] eta: 0:03:59 time: 0.0399 data_time: 0.0052 memory: 577 2022/08/07 02:26:38 - mmengine - INFO - Epoch(val) [13][300/6282] eta: 0:03:58 time: 0.0398 data_time: 0.0061 memory: 606 2022/08/07 02:26:39 - mmengine - INFO - Epoch(val) [13][320/6282] eta: 0:04:14 time: 0.0427 data_time: 0.0035 memory: 606 2022/08/07 02:26:40 - mmengine - INFO - Epoch(val) [13][340/6282] eta: 0:04:10 time: 0.0422 data_time: 0.0042 memory: 606 2022/08/07 02:26:40 - mmengine - INFO - Epoch(val) [13][360/6282] eta: 0:04:10 time: 0.0423 data_time: 0.0047 memory: 606 2022/08/07 02:26:42 - mmengine - INFO - Epoch(val) [13][380/6282] eta: 0:07:01 time: 0.0715 data_time: 0.0040 memory: 606 2022/08/07 02:26:43 - mmengine - INFO - Epoch(val) [13][400/6282] eta: 0:03:55 time: 0.0400 data_time: 0.0040 memory: 606 2022/08/07 02:26:44 - mmengine - INFO - Epoch(val) [13][420/6282] eta: 0:03:53 time: 0.0399 data_time: 0.0047 memory: 579 2022/08/07 02:26:44 - mmengine - INFO - Epoch(val) [13][440/6282] eta: 0:04:06 time: 0.0421 data_time: 0.0050 memory: 579 2022/08/07 02:26:45 - mmengine - INFO - Epoch(val) [13][460/6282] eta: 0:04:07 time: 0.0426 data_time: 0.0036 memory: 579 2022/08/07 02:26:46 - mmengine - INFO - Epoch(val) [13][480/6282] eta: 0:03:52 time: 0.0400 data_time: 0.0046 memory: 579 2022/08/07 02:26:47 - mmengine - INFO - Epoch(val) [13][500/6282] eta: 0:03:44 time: 0.0388 data_time: 0.0033 memory: 579 2022/08/07 02:26:48 - mmengine - INFO - Epoch(val) [13][520/6282] eta: 0:03:53 time: 0.0405 data_time: 0.0039 memory: 577 2022/08/07 02:26:49 - mmengine - INFO - Epoch(val) [13][540/6282] eta: 0:03:46 time: 0.0395 data_time: 0.0032 memory: 577 2022/08/07 02:26:49 - mmengine - INFO - Epoch(val) [13][560/6282] eta: 0:03:41 time: 0.0387 data_time: 0.0047 memory: 577 2022/08/07 02:26:50 - mmengine - INFO - Epoch(val) [13][580/6282] eta: 0:04:29 time: 0.0472 data_time: 0.0074 memory: 577 2022/08/07 02:26:51 - mmengine - INFO - Epoch(val) [13][600/6282] eta: 0:03:53 time: 0.0411 data_time: 0.0051 memory: 577 2022/08/07 02:26:52 - mmengine - INFO - Epoch(val) [13][620/6282] eta: 0:03:48 time: 0.0404 data_time: 0.0040 memory: 577 2022/08/07 02:26:53 - mmengine - INFO - Epoch(val) [13][640/6282] eta: 0:04:14 time: 0.0452 data_time: 0.0068 memory: 575 2022/08/07 02:26:54 - mmengine - INFO - Epoch(val) [13][660/6282] eta: 0:04:28 time: 0.0478 data_time: 0.0055 memory: 575 2022/08/07 02:26:55 - mmengine - INFO - Epoch(val) [13][680/6282] eta: 0:03:48 time: 0.0408 data_time: 0.0033 memory: 575 2022/08/07 02:26:56 - mmengine - INFO - Epoch(val) [13][700/6282] eta: 0:04:12 time: 0.0452 data_time: 0.0042 memory: 575 2022/08/07 02:26:56 - mmengine - INFO - Epoch(val) [13][720/6282] eta: 0:04:01 time: 0.0435 data_time: 0.0035 memory: 606 2022/08/07 02:26:57 - mmengine - INFO - Epoch(val) [13][740/6282] eta: 0:03:39 time: 0.0396 data_time: 0.0038 memory: 606 2022/08/07 02:26:58 - mmengine - INFO - Epoch(val) [13][760/6282] eta: 0:03:56 time: 0.0428 data_time: 0.0052 memory: 606 2022/08/07 02:26:59 - mmengine - INFO - Epoch(val) [13][780/6282] eta: 0:03:44 time: 0.0408 data_time: 0.0056 memory: 606 2022/08/07 02:27:00 - mmengine - INFO - Epoch(val) [13][800/6282] eta: 0:03:40 time: 0.0402 data_time: 0.0053 memory: 606 2022/08/07 02:27:01 - mmengine - INFO - Epoch(val) [13][820/6282] eta: 0:03:42 time: 0.0406 data_time: 0.0065 memory: 606 2022/08/07 02:27:02 - mmengine - INFO - Epoch(val) [13][840/6282] eta: 0:06:01 time: 0.0664 data_time: 0.0038 memory: 577 2022/08/07 02:27:03 - mmengine - INFO - Epoch(val) [13][860/6282] eta: 0:03:48 time: 0.0421 data_time: 0.0045 memory: 577 2022/08/07 02:27:04 - mmengine - INFO - Epoch(val) [13][880/6282] eta: 0:03:50 time: 0.0427 data_time: 0.0059 memory: 577 2022/08/07 02:27:05 - mmengine - INFO - Epoch(val) [13][900/6282] eta: 0:03:43 time: 0.0415 data_time: 0.0041 memory: 577 2022/08/07 02:27:05 - mmengine - INFO - Epoch(val) [13][920/6282] eta: 0:03:36 time: 0.0404 data_time: 0.0035 memory: 577 2022/08/07 02:27:06 - mmengine - INFO - Epoch(val) [13][940/6282] eta: 0:03:46 time: 0.0424 data_time: 0.0050 memory: 560 2022/08/07 02:27:07 - mmengine - INFO - Epoch(val) [13][960/6282] eta: 0:03:25 time: 0.0386 data_time: 0.0039 memory: 560 2022/08/07 02:27:08 - mmengine - INFO - Epoch(val) [13][980/6282] eta: 0:03:27 time: 0.0392 data_time: 0.0049 memory: 560 2022/08/07 02:27:09 - mmengine - INFO - Epoch(val) [13][1000/6282] eta: 0:03:34 time: 0.0407 data_time: 0.0050 memory: 560 2022/08/07 02:27:09 - mmengine - INFO - Epoch(val) [13][1020/6282] eta: 0:03:34 time: 0.0407 data_time: 0.0035 memory: 577 2022/08/07 02:27:10 - mmengine - INFO - Epoch(val) [13][1040/6282] eta: 0:03:40 time: 0.0421 data_time: 0.0041 memory: 577 2022/08/07 02:27:11 - mmengine - INFO - Epoch(val) [13][1060/6282] eta: 0:03:25 time: 0.0394 data_time: 0.0058 memory: 577 2022/08/07 02:27:12 - mmengine - INFO - Epoch(val) [13][1080/6282] eta: 0:03:39 time: 0.0422 data_time: 0.0050 memory: 577 2022/08/07 02:27:13 - mmengine - INFO - Epoch(val) [13][1100/6282] eta: 0:03:53 time: 0.0450 data_time: 0.0067 memory: 577 2022/08/07 02:27:14 - mmengine - INFO - Epoch(val) [13][1120/6282] eta: 0:03:55 time: 0.0457 data_time: 0.0057 memory: 577 2022/08/07 02:27:15 - mmengine - INFO - Epoch(val) [13][1140/6282] eta: 0:04:05 time: 0.0477 data_time: 0.0068 memory: 577 2022/08/07 02:27:16 - mmengine - INFO - Epoch(val) [13][1160/6282] eta: 0:04:02 time: 0.0473 data_time: 0.0046 memory: 577 2022/08/07 02:27:17 - mmengine - INFO - Epoch(val) [13][1180/6282] eta: 0:03:37 time: 0.0427 data_time: 0.0044 memory: 577 2022/08/07 02:27:18 - mmengine - INFO - Epoch(val) [13][1200/6282] eta: 0:03:42 time: 0.0437 data_time: 0.0039 memory: 577 2022/08/07 02:27:18 - mmengine - INFO - Epoch(val) [13][1220/6282] eta: 0:03:46 time: 0.0448 data_time: 0.0057 memory: 577 2022/08/07 02:27:19 - mmengine - INFO - Epoch(val) [13][1240/6282] eta: 0:04:03 time: 0.0483 data_time: 0.0065 memory: 606 2022/08/07 02:27:20 - mmengine - INFO - Epoch(val) [13][1260/6282] eta: 0:03:45 time: 0.0448 data_time: 0.0048 memory: 606 2022/08/07 02:27:22 - mmengine - INFO - Epoch(val) [13][1280/6282] eta: 0:06:03 time: 0.0727 data_time: 0.0048 memory: 606 2022/08/07 02:27:23 - mmengine - INFO - Epoch(val) [13][1300/6282] eta: 0:03:28 time: 0.0419 data_time: 0.0057 memory: 606 2022/08/07 02:27:24 - mmengine - INFO - Epoch(val) [13][1320/6282] eta: 0:03:30 time: 0.0424 data_time: 0.0033 memory: 606 2022/08/07 02:27:24 - mmengine - INFO - Epoch(val) [13][1340/6282] eta: 0:03:34 time: 0.0433 data_time: 0.0045 memory: 606 2022/08/07 02:27:25 - mmengine - INFO - Epoch(val) [13][1360/6282] eta: 0:03:30 time: 0.0428 data_time: 0.0045 memory: 606 2022/08/07 02:27:26 - mmengine - INFO - Epoch(val) [13][1380/6282] eta: 0:03:15 time: 0.0398 data_time: 0.0037 memory: 606 2022/08/07 02:27:27 - mmengine - INFO - Epoch(val) [13][1400/6282] eta: 0:03:13 time: 0.0397 data_time: 0.0050 memory: 606 2022/08/07 02:27:28 - mmengine - INFO - Epoch(val) [13][1420/6282] eta: 0:03:36 time: 0.0446 data_time: 0.0042 memory: 606 2022/08/07 02:27:29 - mmengine - INFO - Epoch(val) [13][1440/6282] eta: 0:03:25 time: 0.0423 data_time: 0.0046 memory: 606 2022/08/07 02:27:29 - mmengine - INFO - Epoch(val) [13][1460/6282] eta: 0:03:00 time: 0.0374 data_time: 0.0036 memory: 606 2022/08/07 02:27:30 - mmengine - INFO - Epoch(val) [13][1480/6282] eta: 0:03:08 time: 0.0392 data_time: 0.0030 memory: 606 2022/08/07 02:27:31 - mmengine - INFO - Epoch(val) [13][1500/6282] eta: 0:03:10 time: 0.0399 data_time: 0.0053 memory: 606 2022/08/07 02:27:32 - mmengine - INFO - Epoch(val) [13][1520/6282] eta: 0:03:02 time: 0.0383 data_time: 0.0044 memory: 650 2022/08/07 02:27:33 - mmengine - INFO - Epoch(val) [13][1540/6282] eta: 0:03:14 time: 0.0411 data_time: 0.0037 memory: 650 2022/08/07 02:27:34 - mmengine - INFO - Epoch(val) [13][1560/6282] eta: 0:03:28 time: 0.0443 data_time: 0.0044 memory: 650 2022/08/07 02:27:34 - mmengine - INFO - Epoch(val) [13][1580/6282] eta: 0:03:21 time: 0.0428 data_time: 0.0046 memory: 650 2022/08/07 02:27:35 - mmengine - INFO - Epoch(val) [13][1600/6282] eta: 0:03:11 time: 0.0410 data_time: 0.0032 memory: 650 2022/08/07 02:27:36 - mmengine - INFO - Epoch(val) [13][1620/6282] eta: 0:03:13 time: 0.0416 data_time: 0.0039 memory: 650 2022/08/07 02:27:37 - mmengine - INFO - Epoch(val) [13][1640/6282] eta: 0:03:13 time: 0.0417 data_time: 0.0047 memory: 606 2022/08/07 02:27:38 - mmengine - INFO - Epoch(val) [13][1660/6282] eta: 0:03:14 time: 0.0420 data_time: 0.0054 memory: 606 2022/08/07 02:27:39 - mmengine - INFO - Epoch(val) [13][1680/6282] eta: 0:03:12 time: 0.0419 data_time: 0.0069 memory: 606 2022/08/07 02:27:40 - mmengine - INFO - Epoch(val) [13][1700/6282] eta: 0:03:24 time: 0.0446 data_time: 0.0062 memory: 606 2022/08/07 02:27:41 - mmengine - INFO - Epoch(val) [13][1720/6282] eta: 0:03:33 time: 0.0469 data_time: 0.0044 memory: 606 2022/08/07 02:27:42 - mmengine - INFO - Epoch(val) [13][1740/6282] eta: 0:05:34 time: 0.0737 data_time: 0.0076 memory: 606 2022/08/07 02:27:43 - mmengine - INFO - Epoch(val) [13][1760/6282] eta: 0:03:27 time: 0.0459 data_time: 0.0052 memory: 606 2022/08/07 02:27:44 - mmengine - INFO - Epoch(val) [13][1780/6282] eta: 0:03:18 time: 0.0441 data_time: 0.0052 memory: 606 2022/08/07 02:27:45 - mmengine - INFO - Epoch(val) [13][1800/6282] eta: 0:03:09 time: 0.0424 data_time: 0.0058 memory: 606 2022/08/07 02:27:46 - mmengine - INFO - Epoch(val) [13][1820/6282] eta: 0:03:14 time: 0.0436 data_time: 0.0041 memory: 606 2022/08/07 02:27:46 - mmengine - INFO - Epoch(val) [13][1840/6282] eta: 0:03:07 time: 0.0422 data_time: 0.0040 memory: 606 2022/08/07 02:27:47 - mmengine - INFO - Epoch(val) [13][1860/6282] eta: 0:03:01 time: 0.0410 data_time: 0.0035 memory: 606 2022/08/07 02:27:48 - mmengine - INFO - Epoch(val) [13][1880/6282] eta: 0:03:03 time: 0.0416 data_time: 0.0045 memory: 606 2022/08/07 02:27:49 - mmengine - INFO - Epoch(val) [13][1900/6282] eta: 0:03:14 time: 0.0444 data_time: 0.0056 memory: 606 2022/08/07 02:27:50 - mmengine - INFO - Epoch(val) [13][1920/6282] eta: 0:03:03 time: 0.0420 data_time: 0.0041 memory: 606 2022/08/07 02:27:51 - mmengine - INFO - Epoch(val) [13][1940/6282] eta: 0:02:47 time: 0.0386 data_time: 0.0035 memory: 606 2022/08/07 02:27:52 - mmengine - INFO - Epoch(val) [13][1960/6282] eta: 0:02:50 time: 0.0394 data_time: 0.0050 memory: 579 2022/08/07 02:27:52 - mmengine - INFO - Epoch(val) [13][1980/6282] eta: 0:02:57 time: 0.0412 data_time: 0.0062 memory: 579 2022/08/07 02:27:53 - mmengine - INFO - Epoch(val) [13][2000/6282] eta: 0:02:52 time: 0.0403 data_time: 0.0049 memory: 579 2022/08/07 02:27:54 - mmengine - INFO - Epoch(val) [13][2020/6282] eta: 0:02:59 time: 0.0422 data_time: 0.0056 memory: 579 2022/08/07 02:27:55 - mmengine - INFO - Epoch(val) [13][2040/6282] eta: 0:02:50 time: 0.0403 data_time: 0.0038 memory: 579 2022/08/07 02:27:56 - mmengine - INFO - Epoch(val) [13][2060/6282] eta: 0:02:55 time: 0.0416 data_time: 0.0038 memory: 579 2022/08/07 02:27:57 - mmengine - INFO - Epoch(val) [13][2080/6282] eta: 0:02:46 time: 0.0396 data_time: 0.0040 memory: 579 2022/08/07 02:27:57 - mmengine - INFO - Epoch(val) [13][2100/6282] eta: 0:02:55 time: 0.0420 data_time: 0.0049 memory: 579 2022/08/07 02:27:58 - mmengine - INFO - Epoch(val) [13][2120/6282] eta: 0:03:15 time: 0.0470 data_time: 0.0040 memory: 579 2022/08/07 02:27:59 - mmengine - INFO - Epoch(val) [13][2140/6282] eta: 0:02:53 time: 0.0420 data_time: 0.0053 memory: 579 2022/08/07 02:28:00 - mmengine - INFO - Epoch(val) [13][2160/6282] eta: 0:02:37 time: 0.0381 data_time: 0.0032 memory: 577 2022/08/07 02:28:01 - mmengine - INFO - Epoch(val) [13][2180/6282] eta: 0:02:22 time: 0.0347 data_time: 0.0039 memory: 577 2022/08/07 02:28:02 - mmengine - INFO - Epoch(val) [13][2200/6282] eta: 0:04:26 time: 0.0653 data_time: 0.0038 memory: 577 2022/08/07 02:28:03 - mmengine - INFO - Epoch(val) [13][2220/6282] eta: 0:02:39 time: 0.0392 data_time: 0.0048 memory: 577 2022/08/07 02:28:04 - mmengine - INFO - Epoch(val) [13][2240/6282] eta: 0:02:47 time: 0.0414 data_time: 0.0059 memory: 577 2022/08/07 02:28:05 - mmengine - INFO - Epoch(val) [13][2260/6282] eta: 0:02:52 time: 0.0428 data_time: 0.0046 memory: 579 2022/08/07 02:28:05 - mmengine - INFO - Epoch(val) [13][2280/6282] eta: 0:02:33 time: 0.0384 data_time: 0.0047 memory: 579 2022/08/07 02:28:06 - mmengine - INFO - Epoch(val) [13][2300/6282] eta: 0:02:45 time: 0.0416 data_time: 0.0049 memory: 579 2022/08/07 02:28:07 - mmengine - INFO - Epoch(val) [13][2320/6282] eta: 0:02:44 time: 0.0415 data_time: 0.0046 memory: 579 2022/08/07 02:28:08 - mmengine - INFO - Epoch(val) [13][2340/6282] eta: 0:02:34 time: 0.0392 data_time: 0.0037 memory: 579 2022/08/07 02:28:09 - mmengine - INFO - Epoch(val) [13][2360/6282] eta: 0:02:46 time: 0.0424 data_time: 0.0040 memory: 577 2022/08/07 02:28:09 - mmengine - INFO - Epoch(val) [13][2380/6282] eta: 0:02:38 time: 0.0406 data_time: 0.0056 memory: 577 2022/08/07 02:28:10 - mmengine - INFO - Epoch(val) [13][2400/6282] eta: 0:02:32 time: 0.0393 data_time: 0.0040 memory: 577 2022/08/07 02:28:11 - mmengine - INFO - Epoch(val) [13][2420/6282] eta: 0:02:46 time: 0.0432 data_time: 0.0052 memory: 577 2022/08/07 02:28:12 - mmengine - INFO - Epoch(val) [13][2440/6282] eta: 0:03:11 time: 0.0499 data_time: 0.0066 memory: 577 2022/08/07 02:28:13 - mmengine - INFO - Epoch(val) [13][2460/6282] eta: 0:03:03 time: 0.0479 data_time: 0.0058 memory: 606 2022/08/07 02:28:14 - mmengine - INFO - Epoch(val) [13][2480/6282] eta: 0:02:46 time: 0.0437 data_time: 0.0046 memory: 606 2022/08/07 02:28:15 - mmengine - INFO - Epoch(val) [13][2500/6282] eta: 0:02:51 time: 0.0455 data_time: 0.0046 memory: 606 2022/08/07 02:28:16 - mmengine - INFO - Epoch(val) [13][2520/6282] eta: 0:02:39 time: 0.0425 data_time: 0.0044 memory: 606 2022/08/07 02:28:17 - mmengine - INFO - Epoch(val) [13][2540/6282] eta: 0:02:34 time: 0.0413 data_time: 0.0050 memory: 606 2022/08/07 02:28:17 - mmengine - INFO - Epoch(val) [13][2560/6282] eta: 0:02:33 time: 0.0413 data_time: 0.0034 memory: 606 2022/08/07 02:28:18 - mmengine - INFO - Epoch(val) [13][2580/6282] eta: 0:02:34 time: 0.0417 data_time: 0.0030 memory: 606 2022/08/07 02:28:19 - mmengine - INFO - Epoch(val) [13][2600/6282] eta: 0:02:31 time: 0.0413 data_time: 0.0032 memory: 606 2022/08/07 02:28:20 - mmengine - INFO - Epoch(val) [13][2620/6282] eta: 0:02:37 time: 0.0431 data_time: 0.0048 memory: 606 2022/08/07 02:28:21 - mmengine - INFO - Epoch(val) [13][2640/6282] eta: 0:02:34 time: 0.0424 data_time: 0.0047 memory: 606 2022/08/07 02:28:22 - mmengine - INFO - Epoch(val) [13][2660/6282] eta: 0:04:09 time: 0.0689 data_time: 0.0049 memory: 646 2022/08/07 02:28:23 - mmengine - INFO - Epoch(val) [13][2680/6282] eta: 0:02:52 time: 0.0479 data_time: 0.0065 memory: 646 2022/08/07 02:28:24 - mmengine - INFO - Epoch(val) [13][2700/6282] eta: 0:02:59 time: 0.0501 data_time: 0.0048 memory: 646 2022/08/07 02:28:25 - mmengine - INFO - Epoch(val) [13][2720/6282] eta: 0:02:42 time: 0.0457 data_time: 0.0035 memory: 646 2022/08/07 02:28:26 - mmengine - INFO - Epoch(val) [13][2740/6282] eta: 0:02:23 time: 0.0405 data_time: 0.0029 memory: 646 2022/08/07 02:28:27 - mmengine - INFO - Epoch(val) [13][2760/6282] eta: 0:02:17 time: 0.0391 data_time: 0.0045 memory: 579 2022/08/07 02:28:28 - mmengine - INFO - Epoch(val) [13][2780/6282] eta: 0:02:06 time: 0.0361 data_time: 0.0030 memory: 579 2022/08/07 02:28:28 - mmengine - INFO - Epoch(val) [13][2800/6282] eta: 0:02:26 time: 0.0420 data_time: 0.0054 memory: 579 2022/08/07 02:28:29 - mmengine - INFO - Epoch(val) [13][2820/6282] eta: 0:02:23 time: 0.0413 data_time: 0.0038 memory: 579 2022/08/07 02:28:30 - mmengine - INFO - Epoch(val) [13][2840/6282] eta: 0:02:19 time: 0.0407 data_time: 0.0042 memory: 579 2022/08/07 02:28:31 - mmengine - INFO - Epoch(val) [13][2860/6282] eta: 0:02:16 time: 0.0399 data_time: 0.0038 memory: 606 2022/08/07 02:28:32 - mmengine - INFO - Epoch(val) [13][2880/6282] eta: 0:02:30 time: 0.0443 data_time: 0.0056 memory: 606 2022/08/07 02:28:33 - mmengine - INFO - Epoch(val) [13][2900/6282] eta: 0:02:14 time: 0.0397 data_time: 0.0033 memory: 606 2022/08/07 02:28:33 - mmengine - INFO - Epoch(val) [13][2920/6282] eta: 0:02:07 time: 0.0379 data_time: 0.0027 memory: 606 2022/08/07 02:28:34 - mmengine - INFO - Epoch(val) [13][2940/6282] eta: 0:02:16 time: 0.0409 data_time: 0.0054 memory: 591 2022/08/07 02:28:35 - mmengine - INFO - Epoch(val) [13][2960/6282] eta: 0:02:05 time: 0.0377 data_time: 0.0039 memory: 591 2022/08/07 02:28:36 - mmengine - INFO - Epoch(val) [13][2980/6282] eta: 0:02:17 time: 0.0416 data_time: 0.0046 memory: 591 2022/08/07 02:28:37 - mmengine - INFO - Epoch(val) [13][3000/6282] eta: 0:02:18 time: 0.0421 data_time: 0.0042 memory: 591 2022/08/07 02:28:38 - mmengine - INFO - Epoch(val) [13][3020/6282] eta: 0:02:13 time: 0.0409 data_time: 0.0055 memory: 606 2022/08/07 02:28:38 - mmengine - INFO - Epoch(val) [13][3040/6282] eta: 0:02:20 time: 0.0432 data_time: 0.0040 memory: 606 2022/08/07 02:28:39 - mmengine - INFO - Epoch(val) [13][3060/6282] eta: 0:02:17 time: 0.0428 data_time: 0.0053 memory: 606 2022/08/07 02:28:40 - mmengine - INFO - Epoch(val) [13][3080/6282] eta: 0:02:12 time: 0.0413 data_time: 0.0043 memory: 606 2022/08/07 02:28:41 - mmengine - INFO - Epoch(val) [13][3100/6282] eta: 0:02:04 time: 0.0390 data_time: 0.0042 memory: 606 2022/08/07 02:28:42 - mmengine - INFO - Epoch(val) [13][3120/6282] eta: 0:03:21 time: 0.0636 data_time: 0.0046 memory: 579 2022/08/07 02:28:43 - mmengine - INFO - Epoch(val) [13][3140/6282] eta: 0:02:10 time: 0.0415 data_time: 0.0054 memory: 579 2022/08/07 02:28:44 - mmengine - INFO - Epoch(val) [13][3160/6282] eta: 0:02:12 time: 0.0423 data_time: 0.0032 memory: 579 2022/08/07 02:28:45 - mmengine - INFO - Epoch(val) [13][3180/6282] eta: 0:02:13 time: 0.0430 data_time: 0.0046 memory: 579 2022/08/07 02:28:46 - mmengine - INFO - Epoch(val) [13][3200/6282] eta: 0:01:59 time: 0.0387 data_time: 0.0033 memory: 606 2022/08/07 02:28:46 - mmengine - INFO - Epoch(val) [13][3220/6282] eta: 0:02:09 time: 0.0424 data_time: 0.0046 memory: 606 2022/08/07 02:28:47 - mmengine - INFO - Epoch(val) [13][3240/6282] eta: 0:02:03 time: 0.0405 data_time: 0.0033 memory: 606 2022/08/07 02:28:48 - mmengine - INFO - Epoch(val) [13][3260/6282] eta: 0:02:04 time: 0.0413 data_time: 0.0044 memory: 606 2022/08/07 02:28:49 - mmengine - INFO - Epoch(val) [13][3280/6282] eta: 0:02:06 time: 0.0421 data_time: 0.0031 memory: 606 2022/08/07 02:28:50 - mmengine - INFO - Epoch(val) [13][3300/6282] eta: 0:02:09 time: 0.0433 data_time: 0.0052 memory: 606 2022/08/07 02:28:51 - mmengine - INFO - Epoch(val) [13][3320/6282] eta: 0:02:15 time: 0.0458 data_time: 0.0046 memory: 606 2022/08/07 02:28:52 - mmengine - INFO - Epoch(val) [13][3340/6282] eta: 0:02:18 time: 0.0471 data_time: 0.0065 memory: 606 2022/08/07 02:28:53 - mmengine - INFO - Epoch(val) [13][3360/6282] eta: 0:02:08 time: 0.0441 data_time: 0.0054 memory: 606 2022/08/07 02:28:53 - mmengine - INFO - Epoch(val) [13][3380/6282] eta: 0:01:57 time: 0.0403 data_time: 0.0039 memory: 606 2022/08/07 02:28:54 - mmengine - INFO - Epoch(val) [13][3400/6282] eta: 0:02:04 time: 0.0432 data_time: 0.0039 memory: 577 2022/08/07 02:28:55 - mmengine - INFO - Epoch(val) [13][3420/6282] eta: 0:01:58 time: 0.0413 data_time: 0.0038 memory: 577 2022/08/07 02:28:56 - mmengine - INFO - Epoch(val) [13][3440/6282] eta: 0:01:47 time: 0.0379 data_time: 0.0043 memory: 577 2022/08/07 02:28:57 - mmengine - INFO - Epoch(val) [13][3460/6282] eta: 0:01:52 time: 0.0398 data_time: 0.0043 memory: 577 2022/08/07 02:28:58 - mmengine - INFO - Epoch(val) [13][3480/6282] eta: 0:01:55 time: 0.0411 data_time: 0.0031 memory: 577 2022/08/07 02:28:58 - mmengine - INFO - Epoch(val) [13][3500/6282] eta: 0:01:54 time: 0.0410 data_time: 0.0051 memory: 577 2022/08/07 02:28:59 - mmengine - INFO - Epoch(val) [13][3520/6282] eta: 0:01:54 time: 0.0413 data_time: 0.0053 memory: 577 2022/08/07 02:29:00 - mmengine - INFO - Epoch(val) [13][3540/6282] eta: 0:01:47 time: 0.0393 data_time: 0.0044 memory: 577 2022/08/07 02:29:01 - mmengine - INFO - Epoch(val) [13][3560/6282] eta: 0:01:44 time: 0.0386 data_time: 0.0047 memory: 577 2022/08/07 02:29:02 - mmengine - INFO - Epoch(val) [13][3580/6282] eta: 0:02:57 time: 0.0657 data_time: 0.0032 memory: 598 2022/08/07 02:29:03 - mmengine - INFO - Epoch(val) [13][3600/6282] eta: 0:01:51 time: 0.0414 data_time: 0.0055 memory: 598 2022/08/07 02:29:04 - mmengine - INFO - Epoch(val) [13][3620/6282] eta: 0:01:50 time: 0.0414 data_time: 0.0049 memory: 598 2022/08/07 02:29:05 - mmengine - INFO - Epoch(val) [13][3640/6282] eta: 0:01:52 time: 0.0425 data_time: 0.0038 memory: 598 2022/08/07 02:29:06 - mmengine - INFO - Epoch(val) [13][3660/6282] eta: 0:01:58 time: 0.0451 data_time: 0.0047 memory: 598 2022/08/07 02:29:07 - mmengine - INFO - Epoch(val) [13][3680/6282] eta: 0:01:52 time: 0.0431 data_time: 0.0041 memory: 606 2022/08/07 02:29:07 - mmengine - INFO - Epoch(val) [13][3700/6282] eta: 0:01:49 time: 0.0423 data_time: 0.0048 memory: 606 2022/08/07 02:29:08 - mmengine - INFO - Epoch(val) [13][3720/6282] eta: 0:01:54 time: 0.0448 data_time: 0.0050 memory: 606 2022/08/07 02:29:09 - mmengine - INFO - Epoch(val) [13][3740/6282] eta: 0:01:51 time: 0.0438 data_time: 0.0055 memory: 606 2022/08/07 02:29:10 - mmengine - INFO - Epoch(val) [13][3760/6282] eta: 0:01:54 time: 0.0453 data_time: 0.0077 memory: 606 2022/08/07 02:29:11 - mmengine - INFO - Epoch(val) [13][3780/6282] eta: 0:01:51 time: 0.0446 data_time: 0.0044 memory: 606 2022/08/07 02:29:12 - mmengine - INFO - Epoch(val) [13][3800/6282] eta: 0:01:48 time: 0.0437 data_time: 0.0034 memory: 606 2022/08/07 02:29:13 - mmengine - INFO - Epoch(val) [13][3820/6282] eta: 0:01:49 time: 0.0443 data_time: 0.0040 memory: 606 2022/08/07 02:29:14 - mmengine - INFO - Epoch(val) [13][3840/6282] eta: 0:01:46 time: 0.0435 data_time: 0.0048 memory: 606 2022/08/07 02:29:15 - mmengine - INFO - Epoch(val) [13][3860/6282] eta: 0:01:41 time: 0.0420 data_time: 0.0045 memory: 606 2022/08/07 02:29:15 - mmengine - INFO - Epoch(val) [13][3880/6282] eta: 0:01:39 time: 0.0412 data_time: 0.0047 memory: 606 2022/08/07 02:29:16 - mmengine - INFO - Epoch(val) [13][3900/6282] eta: 0:01:32 time: 0.0390 data_time: 0.0041 memory: 606 2022/08/07 02:29:17 - mmengine - INFO - Epoch(val) [13][3920/6282] eta: 0:01:28 time: 0.0376 data_time: 0.0044 memory: 606 2022/08/07 02:29:18 - mmengine - INFO - Epoch(val) [13][3940/6282] eta: 0:01:33 time: 0.0400 data_time: 0.0036 memory: 606 2022/08/07 02:29:19 - mmengine - INFO - Epoch(val) [13][3960/6282] eta: 0:01:30 time: 0.0389 data_time: 0.0046 memory: 606 2022/08/07 02:29:19 - mmengine - INFO - Epoch(val) [13][3980/6282] eta: 0:01:24 time: 0.0366 data_time: 0.0043 memory: 606 2022/08/07 02:29:20 - mmengine - INFO - Epoch(val) [13][4000/6282] eta: 0:01:28 time: 0.0388 data_time: 0.0033 memory: 606 2022/08/07 02:29:21 - mmengine - INFO - Epoch(val) [13][4020/6282] eta: 0:01:29 time: 0.0394 data_time: 0.0044 memory: 606 2022/08/07 02:29:22 - mmengine - INFO - Epoch(val) [13][4040/6282] eta: 0:02:29 time: 0.0667 data_time: 0.0102 memory: 646 2022/08/07 02:29:23 - mmengine - INFO - Epoch(val) [13][4060/6282] eta: 0:01:40 time: 0.0452 data_time: 0.0050 memory: 646 2022/08/07 02:29:24 - mmengine - INFO - Epoch(val) [13][4080/6282] eta: 0:01:31 time: 0.0417 data_time: 0.0032 memory: 646 2022/08/07 02:29:25 - mmengine - INFO - Epoch(val) [13][4100/6282] eta: 0:01:33 time: 0.0426 data_time: 0.0031 memory: 646 2022/08/07 02:29:26 - mmengine - INFO - Epoch(val) [13][4120/6282] eta: 0:01:40 time: 0.0463 data_time: 0.0047 memory: 646 2022/08/07 02:29:27 - mmengine - INFO - Epoch(val) [13][4140/6282] eta: 0:01:31 time: 0.0425 data_time: 0.0045 memory: 646 2022/08/07 02:29:28 - mmengine - INFO - Epoch(val) [13][4160/6282] eta: 0:01:20 time: 0.0380 data_time: 0.0036 memory: 577 2022/08/07 02:29:28 - mmengine - INFO - Epoch(val) [13][4180/6282] eta: 0:01:28 time: 0.0420 data_time: 0.0050 memory: 577 2022/08/07 02:29:29 - mmengine - INFO - Epoch(val) [13][4200/6282] eta: 0:01:23 time: 0.0403 data_time: 0.0036 memory: 577 2022/08/07 02:29:30 - mmengine - INFO - Epoch(val) [13][4220/6282] eta: 0:01:27 time: 0.0424 data_time: 0.0043 memory: 577 2022/08/07 02:29:31 - mmengine - INFO - Epoch(val) [13][4240/6282] eta: 0:01:16 time: 0.0375 data_time: 0.0033 memory: 577 2022/08/07 02:29:32 - mmengine - INFO - Epoch(val) [13][4260/6282] eta: 0:01:23 time: 0.0414 data_time: 0.0049 memory: 576 2022/08/07 02:29:32 - mmengine - INFO - Epoch(val) [13][4280/6282] eta: 0:01:16 time: 0.0381 data_time: 0.0044 memory: 576 2022/08/07 02:29:33 - mmengine - INFO - Epoch(val) [13][4300/6282] eta: 0:01:17 time: 0.0391 data_time: 0.0043 memory: 576 2022/08/07 02:29:34 - mmengine - INFO - Epoch(val) [13][4320/6282] eta: 0:01:17 time: 0.0393 data_time: 0.0056 memory: 576 2022/08/07 02:29:35 - mmengine - INFO - Epoch(val) [13][4340/6282] eta: 0:01:11 time: 0.0368 data_time: 0.0031 memory: 576 2022/08/07 02:29:36 - mmengine - INFO - Epoch(val) [13][4360/6282] eta: 0:01:20 time: 0.0420 data_time: 0.0057 memory: 606 2022/08/07 02:29:36 - mmengine - INFO - Epoch(val) [13][4380/6282] eta: 0:01:12 time: 0.0383 data_time: 0.0038 memory: 606 2022/08/07 02:29:37 - mmengine - INFO - Epoch(val) [13][4400/6282] eta: 0:01:25 time: 0.0453 data_time: 0.0062 memory: 606 2022/08/07 02:29:38 - mmengine - INFO - Epoch(val) [13][4420/6282] eta: 0:01:21 time: 0.0438 data_time: 0.0035 memory: 606 2022/08/07 02:29:39 - mmengine - INFO - Epoch(val) [13][4440/6282] eta: 0:01:20 time: 0.0438 data_time: 0.0052 memory: 610 2022/08/07 02:29:40 - mmengine - INFO - Epoch(val) [13][4460/6282] eta: 0:01:18 time: 0.0433 data_time: 0.0045 memory: 610 2022/08/07 02:29:41 - mmengine - INFO - Epoch(val) [13][4480/6282] eta: 0:01:14 time: 0.0414 data_time: 0.0032 memory: 610 2022/08/07 02:29:42 - mmengine - INFO - Epoch(val) [13][4500/6282] eta: 0:01:53 time: 0.0636 data_time: 0.0045 memory: 610 2022/08/07 02:29:43 - mmengine - INFO - Epoch(val) [13][4520/6282] eta: 0:01:12 time: 0.0411 data_time: 0.0047 memory: 610 2022/08/07 02:29:44 - mmengine - INFO - Epoch(val) [13][4540/6282] eta: 0:01:08 time: 0.0393 data_time: 0.0032 memory: 579 2022/08/07 02:29:45 - mmengine - INFO - Epoch(val) [13][4560/6282] eta: 0:01:06 time: 0.0386 data_time: 0.0037 memory: 579 2022/08/07 02:29:45 - mmengine - INFO - Epoch(val) [13][4580/6282] eta: 0:01:08 time: 0.0403 data_time: 0.0037 memory: 579 2022/08/07 02:29:46 - mmengine - INFO - Epoch(val) [13][4600/6282] eta: 0:01:00 time: 0.0361 data_time: 0.0037 memory: 579 2022/08/07 02:29:47 - mmengine - INFO - Epoch(val) [13][4620/6282] eta: 0:01:02 time: 0.0374 data_time: 0.0049 memory: 579 2022/08/07 02:29:48 - mmengine - INFO - Epoch(val) [13][4640/6282] eta: 0:01:06 time: 0.0406 data_time: 0.0041 memory: 610 2022/08/07 02:29:48 - mmengine - INFO - Epoch(val) [13][4660/6282] eta: 0:01:03 time: 0.0393 data_time: 0.0040 memory: 610 2022/08/07 02:29:49 - mmengine - INFO - Epoch(val) [13][4680/6282] eta: 0:01:03 time: 0.0395 data_time: 0.0037 memory: 610 2022/08/07 02:29:50 - mmengine - INFO - Epoch(val) [13][4700/6282] eta: 0:01:05 time: 0.0413 data_time: 0.0058 memory: 610 2022/08/07 02:29:51 - mmengine - INFO - Epoch(val) [13][4720/6282] eta: 0:01:01 time: 0.0397 data_time: 0.0029 memory: 610 2022/08/07 02:29:52 - mmengine - INFO - Epoch(val) [13][4740/6282] eta: 0:01:04 time: 0.0421 data_time: 0.0044 memory: 590 2022/08/07 02:29:53 - mmengine - INFO - Epoch(val) [13][4760/6282] eta: 0:01:00 time: 0.0395 data_time: 0.0045 memory: 590 2022/08/07 02:29:53 - mmengine - INFO - Epoch(val) [13][4780/6282] eta: 0:00:58 time: 0.0389 data_time: 0.0045 memory: 590 2022/08/07 02:29:54 - mmengine - INFO - Epoch(val) [13][4800/6282] eta: 0:00:55 time: 0.0376 data_time: 0.0032 memory: 590 2022/08/07 02:29:55 - mmengine - INFO - Epoch(val) [13][4820/6282] eta: 0:00:56 time: 0.0387 data_time: 0.0048 memory: 606 2022/08/07 02:29:56 - mmengine - INFO - Epoch(val) [13][4840/6282] eta: 0:00:59 time: 0.0414 data_time: 0.0042 memory: 606 2022/08/07 02:29:57 - mmengine - INFO - Epoch(val) [13][4860/6282] eta: 0:00:58 time: 0.0410 data_time: 0.0041 memory: 606 2022/08/07 02:29:57 - mmengine - INFO - Epoch(val) [13][4880/6282] eta: 0:00:57 time: 0.0410 data_time: 0.0046 memory: 606 2022/08/07 02:29:58 - mmengine - INFO - Epoch(val) [13][4900/6282] eta: 0:00:57 time: 0.0417 data_time: 0.0049 memory: 606 2022/08/07 02:29:59 - mmengine - INFO - Epoch(val) [13][4920/6282] eta: 0:00:58 time: 0.0431 data_time: 0.0053 memory: 608 2022/08/07 02:30:00 - mmengine - INFO - Epoch(val) [13][4940/6282] eta: 0:01:00 time: 0.0453 data_time: 0.0053 memory: 608 2022/08/07 02:30:01 - mmengine - INFO - Epoch(val) [13][4960/6282] eta: 0:00:54 time: 0.0414 data_time: 0.0062 memory: 608 2022/08/07 02:30:03 - mmengine - INFO - Epoch(val) [13][4980/6282] eta: 0:01:42 time: 0.0786 data_time: 0.0032 memory: 608 2022/08/07 02:30:03 - mmengine - INFO - Epoch(val) [13][5000/6282] eta: 0:00:54 time: 0.0429 data_time: 0.0050 memory: 608 2022/08/07 02:30:04 - mmengine - INFO - Epoch(val) [13][5020/6282] eta: 0:00:49 time: 0.0393 data_time: 0.0065 memory: 608 2022/08/07 02:30:05 - mmengine - INFO - Epoch(val) [13][5040/6282] eta: 0:00:53 time: 0.0430 data_time: 0.0045 memory: 579 2022/08/07 02:30:06 - mmengine - INFO - Epoch(val) [13][5060/6282] eta: 0:00:49 time: 0.0401 data_time: 0.0044 memory: 579 2022/08/07 02:30:07 - mmengine - INFO - Epoch(val) [13][5080/6282] eta: 0:00:46 time: 0.0387 data_time: 0.0052 memory: 579 2022/08/07 02:30:07 - mmengine - INFO - Epoch(val) [13][5100/6282] eta: 0:00:49 time: 0.0416 data_time: 0.0043 memory: 579 2022/08/07 02:30:08 - mmengine - INFO - Epoch(val) [13][5120/6282] eta: 0:00:43 time: 0.0373 data_time: 0.0039 memory: 579 2022/08/07 02:30:09 - mmengine - INFO - Epoch(val) [13][5140/6282] eta: 0:00:46 time: 0.0404 data_time: 0.0042 memory: 577 2022/08/07 02:30:10 - mmengine - INFO - Epoch(val) [13][5160/6282] eta: 0:00:46 time: 0.0418 data_time: 0.0046 memory: 577 2022/08/07 02:30:11 - mmengine - INFO - Epoch(val) [13][5180/6282] eta: 0:00:45 time: 0.0415 data_time: 0.0035 memory: 577 2022/08/07 02:30:12 - mmengine - INFO - Epoch(val) [13][5200/6282] eta: 0:00:47 time: 0.0439 data_time: 0.0045 memory: 577 2022/08/07 02:30:13 - mmengine - INFO - Epoch(val) [13][5220/6282] eta: 0:00:44 time: 0.0422 data_time: 0.0040 memory: 577 2022/08/07 02:30:13 - mmengine - INFO - Epoch(val) [13][5240/6282] eta: 0:00:43 time: 0.0421 data_time: 0.0048 memory: 576 2022/08/07 02:30:14 - mmengine - INFO - Epoch(val) [13][5260/6282] eta: 0:00:40 time: 0.0398 data_time: 0.0035 memory: 576 2022/08/07 02:30:15 - mmengine - INFO - Epoch(val) [13][5280/6282] eta: 0:00:44 time: 0.0448 data_time: 0.0055 memory: 576 2022/08/07 02:30:16 - mmengine - INFO - Epoch(val) [13][5300/6282] eta: 0:00:37 time: 0.0387 data_time: 0.0057 memory: 576 2022/08/07 02:30:17 - mmengine - INFO - Epoch(val) [13][5320/6282] eta: 0:00:37 time: 0.0393 data_time: 0.0039 memory: 577 2022/08/07 02:30:18 - mmengine - INFO - Epoch(val) [13][5340/6282] eta: 0:00:37 time: 0.0400 data_time: 0.0047 memory: 577 2022/08/07 02:30:18 - mmengine - INFO - Epoch(val) [13][5360/6282] eta: 0:00:38 time: 0.0413 data_time: 0.0047 memory: 577 2022/08/07 02:30:19 - mmengine - INFO - Epoch(val) [13][5380/6282] eta: 0:00:35 time: 0.0392 data_time: 0.0036 memory: 577 2022/08/07 02:30:20 - mmengine - INFO - Epoch(val) [13][5400/6282] eta: 0:00:34 time: 0.0395 data_time: 0.0040 memory: 577 2022/08/07 02:30:21 - mmengine - INFO - Epoch(val) [13][5420/6282] eta: 0:00:33 time: 0.0392 data_time: 0.0049 memory: 577 2022/08/07 02:30:22 - mmengine - INFO - Epoch(val) [13][5440/6282] eta: 0:00:57 time: 0.0688 data_time: 0.0035 memory: 577 2022/08/07 02:30:23 - mmengine - INFO - Epoch(val) [13][5460/6282] eta: 0:00:35 time: 0.0430 data_time: 0.0059 memory: 577 2022/08/07 02:30:24 - mmengine - INFO - Epoch(val) [13][5480/6282] eta: 0:00:34 time: 0.0432 data_time: 0.0048 memory: 577 2022/08/07 02:30:25 - mmengine - INFO - Epoch(val) [13][5500/6282] eta: 0:00:31 time: 0.0407 data_time: 0.0050 memory: 577 2022/08/07 02:30:25 - mmengine - INFO - Epoch(val) [13][5520/6282] eta: 0:00:27 time: 0.0358 data_time: 0.0027 memory: 588 2022/08/07 02:30:26 - mmengine - INFO - Epoch(val) [13][5540/6282] eta: 0:00:32 time: 0.0431 data_time: 0.0052 memory: 588 2022/08/07 02:30:27 - mmengine - INFO - Epoch(val) [13][5560/6282] eta: 0:00:28 time: 0.0389 data_time: 0.0032 memory: 588 2022/08/07 02:30:28 - mmengine - INFO - Epoch(val) [13][5580/6282] eta: 0:00:26 time: 0.0378 data_time: 0.0046 memory: 588 2022/08/07 02:30:29 - mmengine - INFO - Epoch(val) [13][5600/6282] eta: 0:00:26 time: 0.0383 data_time: 0.0039 memory: 588 2022/08/07 02:30:29 - mmengine - INFO - Epoch(val) [13][5620/6282] eta: 0:00:24 time: 0.0375 data_time: 0.0035 memory: 588 2022/08/07 02:30:30 - mmengine - INFO - Epoch(val) [13][5640/6282] eta: 0:00:26 time: 0.0408 data_time: 0.0051 memory: 577 2022/08/07 02:30:31 - mmengine - INFO - Epoch(val) [13][5660/6282] eta: 0:00:25 time: 0.0409 data_time: 0.0039 memory: 577 2022/08/07 02:30:32 - mmengine - INFO - Epoch(val) [13][5680/6282] eta: 0:00:25 time: 0.0421 data_time: 0.0036 memory: 577 2022/08/07 02:30:33 - mmengine - INFO - Epoch(val) [13][5700/6282] eta: 0:00:22 time: 0.0378 data_time: 0.0051 memory: 577 2022/08/07 02:30:34 - mmengine - INFO - Epoch(val) [13][5720/6282] eta: 0:00:23 time: 0.0410 data_time: 0.0047 memory: 594 2022/08/07 02:30:34 - mmengine - INFO - Epoch(val) [13][5740/6282] eta: 0:00:22 time: 0.0411 data_time: 0.0038 memory: 594 2022/08/07 02:30:35 - mmengine - INFO - Epoch(val) [13][5760/6282] eta: 0:00:21 time: 0.0414 data_time: 0.0028 memory: 594 2022/08/07 02:30:36 - mmengine - INFO - Epoch(val) [13][5780/6282] eta: 0:00:21 time: 0.0427 data_time: 0.0060 memory: 594 2022/08/07 02:30:37 - mmengine - INFO - Epoch(val) [13][5800/6282] eta: 0:00:20 time: 0.0425 data_time: 0.0045 memory: 594 2022/08/07 02:30:38 - mmengine - INFO - Epoch(val) [13][5820/6282] eta: 0:00:19 time: 0.0421 data_time: 0.0045 memory: 594 2022/08/07 02:30:39 - mmengine - INFO - Epoch(val) [13][5840/6282] eta: 0:00:17 time: 0.0401 data_time: 0.0041 memory: 588 2022/08/07 02:30:39 - mmengine - INFO - Epoch(val) [13][5860/6282] eta: 0:00:16 time: 0.0388 data_time: 0.0040 memory: 588 2022/08/07 02:30:40 - mmengine - INFO - Epoch(val) [13][5880/6282] eta: 0:00:16 time: 0.0409 data_time: 0.0035 memory: 588 2022/08/07 02:30:41 - mmengine - INFO - Epoch(val) [13][5900/6282] eta: 0:00:16 time: 0.0425 data_time: 0.0039 memory: 588 2022/08/07 02:30:43 - mmengine - INFO - Epoch(val) [13][5920/6282] eta: 0:00:25 time: 0.0709 data_time: 0.0043 memory: 588 2022/08/07 02:30:43 - mmengine - INFO - Epoch(val) [13][5940/6282] eta: 0:00:14 time: 0.0425 data_time: 0.0044 memory: 577 2022/08/07 02:30:44 - mmengine - INFO - Epoch(val) [13][5960/6282] eta: 0:00:13 time: 0.0416 data_time: 0.0055 memory: 577 2022/08/07 02:30:45 - mmengine - INFO - Epoch(val) [13][5980/6282] eta: 0:00:12 time: 0.0398 data_time: 0.0046 memory: 577 2022/08/07 02:30:46 - mmengine - INFO - Epoch(val) [13][6000/6282] eta: 0:00:11 time: 0.0407 data_time: 0.0048 memory: 606 2022/08/07 02:30:47 - mmengine - INFO - Epoch(val) [13][6020/6282] eta: 0:00:10 time: 0.0402 data_time: 0.0051 memory: 606 2022/08/07 02:30:48 - mmengine - INFO - Epoch(val) [13][6040/6282] eta: 0:00:09 time: 0.0405 data_time: 0.0049 memory: 606 2022/08/07 02:30:48 - mmengine - INFO - Epoch(val) [13][6060/6282] eta: 0:00:08 time: 0.0398 data_time: 0.0036 memory: 606 2022/08/07 02:30:49 - mmengine - INFO - Epoch(val) [13][6080/6282] eta: 0:00:08 time: 0.0399 data_time: 0.0043 memory: 606 2022/08/07 02:30:50 - mmengine - INFO - Epoch(val) [13][6100/6282] eta: 0:00:07 time: 0.0420 data_time: 0.0040 memory: 606 2022/08/07 02:30:51 - mmengine - INFO - Epoch(val) [13][6120/6282] eta: 0:00:06 time: 0.0389 data_time: 0.0034 memory: 606 2022/08/07 02:30:52 - mmengine - INFO - Epoch(val) [13][6140/6282] eta: 0:00:05 time: 0.0410 data_time: 0.0037 memory: 606 2022/08/07 02:30:52 - mmengine - INFO - Epoch(val) [13][6160/6282] eta: 0:00:04 time: 0.0363 data_time: 0.0035 memory: 606 2022/08/07 02:30:53 - mmengine - INFO - Epoch(val) [13][6180/6282] eta: 0:00:03 time: 0.0313 data_time: 0.0024 memory: 606 2022/08/07 02:30:53 - mmengine - INFO - Epoch(val) [13][6200/6282] eta: 0:00:01 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 02:30:54 - mmengine - INFO - Epoch(val) [13][6220/6282] eta: 0:00:01 time: 0.0202 data_time: 0.0013 memory: 606 2022/08/07 02:30:54 - mmengine - INFO - Epoch(val) [13][6240/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 02:30:55 - mmengine - INFO - Epoch(val) [13][6260/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 02:30:55 - mmengine - INFO - Epoch(val) [13][6280/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0013 memory: 606 2022/08/07 02:34:39 - mmengine - INFO - Epoch(val) [13][6282/6282] mAP/mAP@0.5IOU: 0.2082 2022/08/07 02:34:48 - mmengine - INFO - Epoch(train) [14][20/1441] lr: 2.0000e-02 eta: 1:06:28 time: 0.4209 data_time: 0.0472 memory: 8503 grad_norm: 0.1219 recall@thr=0.5: 0.7233 prec@thr=0.5: 0.7933 recall@top3: 0.8117 prec@top3: 0.6067 recall@top5: 0.9867 prec@top5: 0.4480 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 02:34:56 - mmengine - INFO - Epoch(train) [14][40/1441] lr: 2.0000e-02 eta: 1:06:21 time: 0.4145 data_time: 0.0168 memory: 8503 grad_norm: 0.1242 recall@thr=0.5: 0.7545 prec@thr=0.5: 0.8018 recall@top3: 0.8041 prec@top3: 0.5676 recall@top5: 0.9324 prec@top5: 0.4054 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 02:35:04 - mmengine - INFO - Epoch(train) [14][60/1441] lr: 2.0000e-02 eta: 1:06:13 time: 0.3894 data_time: 0.0253 memory: 8503 grad_norm: 0.1226 recall@thr=0.5: 0.7504 prec@thr=0.5: 0.8333 recall@top3: 0.8554 prec@top3: 0.6667 recall@top5: 0.9748 prec@top5: 0.4791 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 02:35:11 - mmengine - INFO - Epoch(train) [14][80/1441] lr: 2.0000e-02 eta: 1:06:04 time: 0.3764 data_time: 0.0228 memory: 8503 grad_norm: 0.1231 recall@thr=0.5: 0.7439 prec@thr=0.5: 0.7764 recall@top3: 0.8740 prec@top3: 0.6911 recall@top5: 0.9553 prec@top5: 0.4634 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 02:35:20 - mmengine - INFO - Epoch(train) [14][100/1441] lr: 2.0000e-02 eta: 1:05:57 time: 0.4204 data_time: 0.0247 memory: 8503 grad_norm: 0.1261 recall@thr=0.5: 0.8347 prec@thr=0.5: 0.8401 recall@top3: 0.8531 prec@top3: 0.7007 recall@top5: 0.9585 prec@top5: 0.4898 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 02:35:27 - mmengine - INFO - Epoch(train) [14][120/1441] lr: 2.0000e-02 eta: 1:05:49 time: 0.3692 data_time: 0.0161 memory: 8503 grad_norm: 0.1238 recall@thr=0.5: 0.6938 prec@thr=0.5: 0.7868 recall@top3: 0.8779 prec@top3: 0.6667 recall@top5: 0.9554 prec@top5: 0.4419 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 02:35:35 - mmengine - INFO - Epoch(train) [14][140/1441] lr: 2.0000e-02 eta: 1:05:41 time: 0.4017 data_time: 0.0256 memory: 8503 grad_norm: 0.1247 recall@thr=0.5: 0.7465 prec@thr=0.5: 0.7469 recall@top3: 0.8245 prec@top3: 0.7044 recall@top5: 0.9522 prec@top5: 0.5094 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 02:35:43 - mmengine - INFO - Epoch(train) [14][160/1441] lr: 2.0000e-02 eta: 1:05:33 time: 0.3856 data_time: 0.0166 memory: 8503 grad_norm: 0.1254 recall@thr=0.5: 0.6322 prec@thr=0.5: 0.7319 recall@top3: 0.7790 prec@top3: 0.5580 recall@top5: 0.9130 prec@top5: 0.4087 loss_action_cls: 0.0403 loss: 0.0403 2022/08/07 02:35:51 - mmengine - INFO - Epoch(train) [14][180/1441] lr: 2.0000e-02 eta: 1:05:25 time: 0.4088 data_time: 0.0228 memory: 8503 grad_norm: 0.1242 recall@thr=0.5: 0.7520 prec@thr=0.5: 0.7846 recall@top3: 0.9024 prec@top3: 0.6992 recall@top5: 0.9675 prec@top5: 0.4537 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:35:58 - mmengine - INFO - Epoch(train) [14][200/1441] lr: 2.0000e-02 eta: 1:05:17 time: 0.3671 data_time: 0.0159 memory: 8503 grad_norm: 0.1242 recall@thr=0.5: 0.7346 prec@thr=0.5: 0.9104 recall@top3: 0.8399 prec@top3: 0.7925 recall@top5: 0.9412 prec@top5: 0.5358 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 02:36:06 - mmengine - INFO - Epoch(train) [14][220/1441] lr: 2.0000e-02 eta: 1:05:09 time: 0.4084 data_time: 0.0244 memory: 8503 grad_norm: 0.1259 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7108 recall@top3: 0.7892 prec@top3: 0.6275 recall@top5: 0.9265 prec@top5: 0.4588 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 02:36:14 - mmengine - INFO - Epoch(train) [14][240/1441] lr: 2.0000e-02 eta: 1:05:01 time: 0.3987 data_time: 0.0168 memory: 8503 grad_norm: 0.1215 recall@thr=0.5: 0.7333 prec@thr=0.5: 0.8074 recall@top3: 0.7815 prec@top3: 0.6889 recall@top5: 0.8833 prec@top5: 0.4756 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 02:36:22 - mmengine - INFO - Epoch(train) [14][260/1441] lr: 2.0000e-02 eta: 1:04:53 time: 0.3845 data_time: 0.0242 memory: 8503 grad_norm: 0.1230 recall@thr=0.5: 0.7597 prec@thr=0.5: 0.7736 recall@top3: 0.8097 prec@top3: 0.6778 recall@top5: 0.9694 prec@top5: 0.4933 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 02:36:25 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 02:36:30 - mmengine - INFO - Epoch(train) [14][280/1441] lr: 2.0000e-02 eta: 1:04:45 time: 0.3754 data_time: 0.0169 memory: 8503 grad_norm: 0.1264 recall@thr=0.5: 0.7215 prec@thr=0.5: 0.7480 recall@top3: 0.7358 prec@top3: 0.5935 recall@top5: 0.9431 prec@top5: 0.4683 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 02:36:38 - mmengine - INFO - Epoch(train) [14][300/1441] lr: 2.0000e-02 eta: 1:04:37 time: 0.3985 data_time: 0.0233 memory: 8503 grad_norm: 0.1250 recall@thr=0.5: 0.7469 prec@thr=0.5: 0.8056 recall@top3: 0.7840 prec@top3: 0.6667 recall@top5: 0.9660 prec@top5: 0.5074 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 02:36:45 - mmengine - INFO - Epoch(train) [14][320/1441] lr: 2.0000e-02 eta: 1:04:29 time: 0.3750 data_time: 0.0195 memory: 8503 grad_norm: 0.1235 recall@thr=0.5: 0.5988 prec@thr=0.5: 0.7562 recall@top3: 0.6871 prec@top3: 0.6917 recall@top5: 0.9225 prec@top5: 0.5600 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 02:36:53 - mmengine - INFO - Epoch(train) [14][340/1441] lr: 2.0000e-02 eta: 1:04:21 time: 0.4069 data_time: 0.0240 memory: 8503 grad_norm: 0.1273 recall@thr=0.5: 0.8180 prec@thr=0.5: 0.7645 recall@top3: 0.8399 prec@top3: 0.6491 recall@top5: 0.9583 prec@top5: 0.4526 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 02:37:01 - mmengine - INFO - Epoch(train) [14][360/1441] lr: 2.0000e-02 eta: 1:04:13 time: 0.3858 data_time: 0.0162 memory: 8503 grad_norm: 0.1266 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.7585 recall@top3: 0.8486 prec@top3: 0.6259 recall@top5: 0.9456 prec@top5: 0.4327 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 02:37:09 - mmengine - INFO - Epoch(train) [14][380/1441] lr: 2.0000e-02 eta: 1:04:05 time: 0.3933 data_time: 0.0239 memory: 8503 grad_norm: 0.1250 recall@thr=0.5: 0.7583 prec@thr=0.5: 0.7708 recall@top3: 0.8688 prec@top3: 0.6833 recall@top5: 0.9750 prec@top5: 0.4600 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 02:37:17 - mmengine - INFO - Epoch(train) [14][400/1441] lr: 2.0000e-02 eta: 1:03:57 time: 0.4092 data_time: 0.0167 memory: 8503 grad_norm: 0.1206 recall@thr=0.5: 0.8635 prec@thr=0.5: 0.8794 recall@top3: 0.9167 prec@top3: 0.7092 recall@top5: 0.9645 prec@top5: 0.4596 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 02:37:25 - mmengine - INFO - Epoch(train) [14][420/1441] lr: 2.0000e-02 eta: 1:03:49 time: 0.3861 data_time: 0.0239 memory: 8503 grad_norm: 0.1258 recall@thr=0.5: 0.7061 prec@thr=0.5: 0.7171 recall@top3: 0.8553 prec@top3: 0.6754 recall@top5: 0.9298 prec@top5: 0.4526 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 02:37:33 - mmengine - INFO - Epoch(train) [14][440/1441] lr: 2.0000e-02 eta: 1:03:41 time: 0.4022 data_time: 0.0171 memory: 8503 grad_norm: 0.1239 recall@thr=0.5: 0.6725 prec@thr=0.5: 0.8417 recall@top3: 0.8263 prec@top3: 0.6500 recall@top5: 0.9483 prec@top5: 0.4700 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 02:37:41 - mmengine - INFO - Epoch(train) [14][460/1441] lr: 2.0000e-02 eta: 1:03:33 time: 0.3941 data_time: 0.0231 memory: 8503 grad_norm: 0.1262 recall@thr=0.5: 0.7303 prec@thr=0.5: 0.8026 recall@top3: 0.9079 prec@top3: 0.6667 recall@top5: 0.9912 prec@top5: 0.4474 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 02:37:49 - mmengine - INFO - Epoch(train) [14][480/1441] lr: 2.0000e-02 eta: 1:03:25 time: 0.4005 data_time: 0.0167 memory: 8503 grad_norm: 0.1235 recall@thr=0.5: 0.6709 prec@thr=0.5: 0.7479 recall@top3: 0.8654 prec@top3: 0.7094 recall@top5: 0.9829 prec@top5: 0.5026 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 02:37:57 - mmengine - INFO - Epoch(train) [14][500/1441] lr: 2.0000e-02 eta: 1:03:18 time: 0.4270 data_time: 0.0267 memory: 8503 grad_norm: 0.1241 recall@thr=0.5: 0.7185 prec@thr=0.5: 0.8704 recall@top3: 0.8407 prec@top3: 0.7556 recall@top5: 0.9667 prec@top5: 0.5289 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 02:38:05 - mmengine - INFO - Epoch(train) [14][520/1441] lr: 2.0000e-02 eta: 1:03:10 time: 0.3789 data_time: 0.0189 memory: 8503 grad_norm: 0.1263 recall@thr=0.5: 0.8355 prec@thr=0.5: 0.8376 recall@top3: 0.8803 prec@top3: 0.6752 recall@top5: 0.9786 prec@top5: 0.4667 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:38:13 - mmengine - INFO - Epoch(train) [14][540/1441] lr: 2.0000e-02 eta: 1:03:02 time: 0.3985 data_time: 0.0217 memory: 8503 grad_norm: 0.1249 recall@thr=0.5: 0.8152 prec@thr=0.5: 0.8170 recall@top3: 0.8188 prec@top3: 0.6304 recall@top5: 0.9529 prec@top5: 0.4435 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 02:38:20 - mmengine - INFO - Epoch(train) [14][560/1441] lr: 2.0000e-02 eta: 1:02:54 time: 0.3767 data_time: 0.0253 memory: 8503 grad_norm: 0.1219 recall@thr=0.5: 0.7415 prec@thr=0.5: 0.7279 recall@top3: 0.8248 prec@top3: 0.6122 recall@top5: 0.9116 prec@top5: 0.4041 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 02:38:28 - mmengine - INFO - Epoch(train) [14][580/1441] lr: 2.0000e-02 eta: 1:02:46 time: 0.3749 data_time: 0.0221 memory: 8503 grad_norm: 0.1295 recall@thr=0.5: 0.7364 prec@thr=0.5: 0.7694 recall@top3: 0.8333 prec@top3: 0.7054 recall@top5: 0.8915 prec@top5: 0.4605 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 02:38:36 - mmengine - INFO - Epoch(train) [14][600/1441] lr: 2.0000e-02 eta: 1:02:38 time: 0.3962 data_time: 0.0177 memory: 8503 grad_norm: 0.1240 recall@thr=0.5: 0.6850 prec@thr=0.5: 0.8455 recall@top3: 0.7947 prec@top3: 0.7317 recall@top5: 1.0000 prec@top5: 0.5610 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 02:38:43 - mmengine - INFO - Epoch(train) [14][620/1441] lr: 2.0000e-02 eta: 1:02:30 time: 0.3798 data_time: 0.0225 memory: 8503 grad_norm: 0.1227 recall@thr=0.5: 0.6768 prec@thr=0.5: 0.7222 recall@top3: 0.8434 prec@top3: 0.5455 recall@top5: 0.9091 prec@top5: 0.3576 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 02:38:51 - mmengine - INFO - Epoch(train) [14][640/1441] lr: 2.0000e-02 eta: 1:02:22 time: 0.3879 data_time: 0.0164 memory: 8503 grad_norm: 0.1268 recall@thr=0.5: 0.8023 prec@thr=0.5: 0.8298 recall@top3: 0.8624 prec@top3: 0.6357 recall@top5: 0.9496 prec@top5: 0.4279 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 02:39:00 - mmengine - INFO - Epoch(train) [14][660/1441] lr: 2.0000e-02 eta: 1:02:14 time: 0.4233 data_time: 0.0227 memory: 8503 grad_norm: 0.1235 recall@thr=0.5: 0.6689 prec@thr=0.5: 0.8224 recall@top3: 0.8268 prec@top3: 0.6491 recall@top5: 0.8969 prec@top5: 0.4316 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 02:39:07 - mmengine - INFO - Epoch(train) [14][680/1441] lr: 2.0000e-02 eta: 1:02:06 time: 0.3776 data_time: 0.0171 memory: 8503 grad_norm: 0.1262 recall@thr=0.5: 0.7274 prec@thr=0.5: 0.7535 recall@top3: 0.8299 prec@top3: 0.6181 recall@top5: 0.9566 prec@top5: 0.4292 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 02:39:16 - mmengine - INFO - Epoch(train) [14][700/1441] lr: 2.0000e-02 eta: 1:01:58 time: 0.4407 data_time: 0.0221 memory: 8503 grad_norm: 0.1248 recall@thr=0.5: 0.7991 prec@thr=0.5: 0.8376 recall@top3: 0.9145 prec@top3: 0.6496 recall@top5: 0.9786 prec@top5: 0.4205 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 02:39:23 - mmengine - INFO - Epoch(train) [14][720/1441] lr: 2.0000e-02 eta: 1:01:50 time: 0.3758 data_time: 0.0157 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.6768 prec@thr=0.5: 0.6927 recall@top3: 0.7744 prec@top3: 0.5854 recall@top5: 0.9431 prec@top5: 0.4585 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 02:39:31 - mmengine - INFO - Epoch(train) [14][740/1441] lr: 2.0000e-02 eta: 1:01:42 time: 0.3892 data_time: 0.0258 memory: 8503 grad_norm: 0.1220 recall@thr=0.5: 0.6647 prec@thr=0.5: 0.8643 recall@top3: 0.8062 prec@top3: 0.7054 recall@top5: 0.9205 prec@top5: 0.4791 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 02:39:39 - mmengine - INFO - Epoch(train) [14][760/1441] lr: 2.0000e-02 eta: 1:01:34 time: 0.4039 data_time: 0.0259 memory: 8503 grad_norm: 0.1230 recall@thr=0.5: 0.7098 prec@thr=0.5: 0.8184 recall@top3: 0.7888 prec@top3: 0.6839 recall@top5: 0.9382 prec@top5: 0.4966 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 02:39:47 - mmengine - INFO - Epoch(train) [14][780/1441] lr: 2.0000e-02 eta: 1:01:26 time: 0.3747 data_time: 0.0179 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.7950 prec@thr=0.5: 0.8511 recall@top3: 0.8525 prec@top3: 0.7660 recall@top5: 0.9603 prec@top5: 0.5277 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 02:39:55 - mmengine - INFO - Epoch(train) [14][800/1441] lr: 2.0000e-02 eta: 1:01:18 time: 0.4043 data_time: 0.0200 memory: 8503 grad_norm: 0.1270 recall@thr=0.5: 0.7691 prec@thr=0.5: 0.8344 recall@top3: 0.8219 prec@top3: 0.7292 recall@top5: 0.9340 prec@top5: 0.5167 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 02:40:02 - mmengine - INFO - Epoch(train) [14][820/1441] lr: 2.0000e-02 eta: 1:01:10 time: 0.3800 data_time: 0.0186 memory: 8503 grad_norm: 0.1266 recall@thr=0.5: 0.7645 prec@thr=0.5: 0.8225 recall@top3: 0.8841 prec@top3: 0.6957 recall@top5: 0.9493 prec@top5: 0.4565 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 02:40:10 - mmengine - INFO - Epoch(train) [14][840/1441] lr: 2.0000e-02 eta: 1:01:02 time: 0.3954 data_time: 0.0279 memory: 8503 grad_norm: 0.1280 recall@thr=0.5: 0.7133 prec@thr=0.5: 0.7875 recall@top3: 0.7444 prec@top3: 0.6556 recall@top5: 0.9053 prec@top5: 0.4967 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 02:40:18 - mmengine - INFO - Epoch(train) [14][860/1441] lr: 2.0000e-02 eta: 1:00:54 time: 0.3958 data_time: 0.0188 memory: 8503 grad_norm: 0.1236 recall@thr=0.5: 0.7786 prec@thr=0.5: 0.8532 recall@top3: 0.8861 prec@top3: 0.7222 recall@top5: 0.9940 prec@top5: 0.5095 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 02:40:26 - mmengine - INFO - Epoch(train) [14][880/1441] lr: 2.0000e-02 eta: 1:00:46 time: 0.3837 data_time: 0.0225 memory: 8503 grad_norm: 0.1227 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7296 recall@top3: 0.8204 prec@top3: 0.6667 recall@top5: 0.9852 prec@top5: 0.4889 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 02:40:34 - mmengine - INFO - Epoch(train) [14][900/1441] lr: 2.0000e-02 eta: 1:00:39 time: 0.3989 data_time: 0.0182 memory: 8503 grad_norm: 0.1251 recall@thr=0.5: 0.6267 prec@thr=0.5: 0.8700 recall@top3: 0.7633 prec@top3: 0.7000 recall@top5: 0.9033 prec@top5: 0.5040 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 02:40:42 - mmengine - INFO - Epoch(train) [14][920/1441] lr: 2.0000e-02 eta: 1:00:31 time: 0.3865 data_time: 0.0209 memory: 8503 grad_norm: 0.1265 recall@thr=0.5: 0.8270 prec@thr=0.5: 0.9200 recall@top3: 0.9020 prec@top3: 0.7467 recall@top5: 0.9920 prec@top5: 0.5240 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 02:40:49 - mmengine - INFO - Epoch(train) [14][940/1441] lr: 2.0000e-02 eta: 1:00:22 time: 0.3755 data_time: 0.0181 memory: 8503 grad_norm: 0.1278 recall@thr=0.5: 0.8488 prec@thr=0.5: 0.8895 recall@top3: 0.9089 prec@top3: 0.7287 recall@top5: 0.9322 prec@top5: 0.4512 loss_action_cls: 0.0399 loss: 0.0399 2022/08/07 02:40:57 - mmengine - INFO - Epoch(train) [14][960/1441] lr: 2.0000e-02 eta: 1:00:14 time: 0.3957 data_time: 0.0201 memory: 8503 grad_norm: 0.1244 recall@thr=0.5: 0.7455 prec@thr=0.5: 0.8497 recall@top3: 0.8586 prec@top3: 0.5595 recall@top5: 0.9435 prec@top5: 0.3821 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 02:41:05 - mmengine - INFO - Epoch(train) [14][980/1441] lr: 2.0000e-02 eta: 1:00:06 time: 0.3884 data_time: 0.0238 memory: 8503 grad_norm: 0.1249 recall@thr=0.5: 0.7973 prec@thr=0.5: 0.8068 recall@top3: 0.8087 prec@top3: 0.6439 recall@top5: 0.9072 prec@top5: 0.4409 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 02:41:12 - mmengine - INFO - Epoch(train) [14][1000/1441] lr: 2.0000e-02 eta: 0:59:58 time: 0.3728 data_time: 0.0212 memory: 8503 grad_norm: 0.1252 recall@thr=0.5: 0.7274 prec@thr=0.5: 0.8125 recall@top3: 0.8576 prec@top3: 0.6875 recall@top5: 0.9201 prec@top5: 0.4583 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 02:41:20 - mmengine - INFO - Epoch(train) [14][1020/1441] lr: 2.0000e-02 eta: 0:59:50 time: 0.3951 data_time: 0.0181 memory: 8503 grad_norm: 0.1268 recall@thr=0.5: 0.8485 prec@thr=0.5: 0.9167 recall@top3: 0.9304 prec@top3: 0.8214 recall@top5: 0.9929 prec@top5: 0.5393 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 02:41:28 - mmengine - INFO - Epoch(train) [14][1040/1441] lr: 2.0000e-02 eta: 0:59:42 time: 0.3769 data_time: 0.0209 memory: 8503 grad_norm: 0.1231 recall@thr=0.5: 0.8566 prec@thr=0.5: 0.8372 recall@top3: 0.9430 prec@top3: 0.6667 recall@top5: 0.9907 prec@top5: 0.4372 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 02:41:36 - mmengine - INFO - Epoch(train) [14][1060/1441] lr: 2.0000e-02 eta: 0:59:34 time: 0.3955 data_time: 0.0201 memory: 8503 grad_norm: 0.1277 recall@thr=0.5: 0.8350 prec@thr=0.5: 0.8129 recall@top3: 0.8895 prec@top3: 0.6190 recall@top5: 0.9524 prec@top5: 0.4163 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 02:41:43 - mmengine - INFO - Epoch(train) [14][1080/1441] lr: 2.0000e-02 eta: 0:59:26 time: 0.3770 data_time: 0.0239 memory: 8503 grad_norm: 0.1250 recall@thr=0.5: 0.8427 prec@thr=0.5: 0.8681 recall@top3: 0.8670 prec@top3: 0.7292 recall@top5: 0.9618 prec@top5: 0.5042 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 02:41:51 - mmengine - INFO - Epoch(train) [14][1100/1441] lr: 2.0000e-02 eta: 0:59:18 time: 0.3716 data_time: 0.0211 memory: 8503 grad_norm: 0.1253 recall@thr=0.5: 0.7337 prec@thr=0.5: 0.8862 recall@top3: 0.8293 prec@top3: 0.7398 recall@top5: 0.9159 prec@top5: 0.5024 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 02:41:59 - mmengine - INFO - Epoch(train) [14][1120/1441] lr: 2.0000e-02 eta: 0:59:10 time: 0.4100 data_time: 0.0239 memory: 8503 grad_norm: 0.1292 recall@thr=0.5: 0.7556 prec@thr=0.5: 0.8704 recall@top3: 0.7756 prec@top3: 0.6519 recall@top5: 0.9244 prec@top5: 0.4800 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 02:42:06 - mmengine - INFO - Epoch(train) [14][1140/1441] lr: 2.0000e-02 eta: 0:59:02 time: 0.3792 data_time: 0.0205 memory: 8503 grad_norm: 0.1237 recall@thr=0.5: 0.7690 prec@thr=0.5: 0.8566 recall@top3: 0.8035 prec@top3: 0.7519 recall@top5: 0.9473 prec@top5: 0.5488 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 02:42:14 - mmengine - INFO - Epoch(train) [14][1160/1441] lr: 2.0000e-02 eta: 0:58:54 time: 0.3974 data_time: 0.0236 memory: 8503 grad_norm: 0.1257 recall@thr=0.5: 0.7129 prec@thr=0.5: 0.7588 recall@top3: 0.7490 prec@top3: 0.6939 recall@top5: 0.8813 prec@top5: 0.5102 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 02:42:22 - mmengine - INFO - Epoch(train) [14][1180/1441] lr: 2.0000e-02 eta: 0:58:46 time: 0.3863 data_time: 0.0323 memory: 8503 grad_norm: 0.1297 recall@thr=0.5: 0.6433 prec@thr=0.5: 0.7383 recall@top3: 0.7867 prec@top3: 0.5667 recall@top5: 0.8933 prec@top5: 0.3920 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 02:42:30 - mmengine - INFO - Epoch(train) [14][1200/1441] lr: 2.0000e-02 eta: 0:58:38 time: 0.3766 data_time: 0.0217 memory: 8503 grad_norm: 0.1266 recall@thr=0.5: 0.7157 prec@thr=0.5: 0.6618 recall@top3: 0.7892 prec@top3: 0.5000 recall@top5: 0.9559 prec@top5: 0.3706 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 02:42:38 - mmengine - INFO - Epoch(train) [14][1220/1441] lr: 2.0000e-02 eta: 0:58:30 time: 0.3981 data_time: 0.0177 memory: 8503 grad_norm: 0.1301 recall@thr=0.5: 0.6549 prec@thr=0.5: 0.7254 recall@top3: 0.7962 prec@top3: 0.6742 recall@top5: 0.9413 prec@top5: 0.4955 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 02:42:45 - mmengine - INFO - Epoch(train) [14][1240/1441] lr: 2.0000e-02 eta: 0:58:22 time: 0.3735 data_time: 0.0228 memory: 8503 grad_norm: 0.1277 recall@thr=0.5: 0.7215 prec@thr=0.5: 0.8889 recall@top3: 0.8868 prec@top3: 0.8125 recall@top5: 0.9792 prec@top5: 0.5583 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 02:42:53 - mmengine - INFO - Epoch(train) [14][1260/1441] lr: 2.0000e-02 eta: 0:58:14 time: 0.3844 data_time: 0.0191 memory: 8503 grad_norm: 0.1268 recall@thr=0.5: 0.7750 prec@thr=0.5: 0.8125 recall@top3: 0.8375 prec@top3: 0.6417 recall@top5: 0.9438 prec@top5: 0.4500 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 02:42:56 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 02:43:01 - mmengine - INFO - Epoch(train) [14][1280/1441] lr: 2.0000e-02 eta: 0:58:07 time: 0.4208 data_time: 0.0235 memory: 8503 grad_norm: 0.1270 recall@thr=0.5: 0.7389 prec@thr=0.5: 0.8974 recall@top3: 0.8519 prec@top3: 0.8074 recall@top5: 0.9704 prec@top5: 0.5556 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 02:43:09 - mmengine - INFO - Epoch(train) [14][1300/1441] lr: 2.0000e-02 eta: 0:57:58 time: 0.3747 data_time: 0.0193 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.7790 prec@thr=0.5: 0.8007 recall@top3: 0.8623 prec@top3: 0.5942 recall@top5: 0.9529 prec@top5: 0.4000 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 02:43:17 - mmengine - INFO - Epoch(train) [14][1320/1441] lr: 2.0000e-02 eta: 0:57:51 time: 0.4102 data_time: 0.0254 memory: 8503 grad_norm: 0.1281 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.7625 recall@top3: 0.7375 prec@top3: 0.6083 recall@top5: 0.8875 prec@top5: 0.4650 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 02:43:25 - mmengine - INFO - Epoch(train) [14][1340/1441] lr: 2.0000e-02 eta: 0:57:43 time: 0.3825 data_time: 0.0175 memory: 8503 grad_norm: 0.1246 recall@thr=0.5: 0.7178 prec@thr=0.5: 0.7083 recall@top3: 0.8580 prec@top3: 0.6515 recall@top5: 0.9489 prec@top5: 0.4500 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 02:43:32 - mmengine - INFO - Epoch(train) [14][1360/1441] lr: 2.0000e-02 eta: 0:57:35 time: 0.3838 data_time: 0.0229 memory: 8503 grad_norm: 0.1250 recall@thr=0.5: 0.8315 prec@thr=0.5: 0.8063 recall@top3: 0.8685 prec@top3: 0.6593 recall@top5: 0.9500 prec@top5: 0.4489 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 02:43:40 - mmengine - INFO - Epoch(train) [14][1380/1441] lr: 2.0000e-02 eta: 0:57:27 time: 0.4090 data_time: 0.0197 memory: 8503 grad_norm: 0.1235 recall@thr=0.5: 0.7754 prec@thr=0.5: 0.9221 recall@top3: 0.8315 prec@top3: 0.7536 recall@top5: 0.9783 prec@top5: 0.5391 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 02:43:48 - mmengine - INFO - Epoch(train) [14][1400/1441] lr: 2.0000e-02 eta: 0:57:19 time: 0.4015 data_time: 0.0242 memory: 8503 grad_norm: 0.1276 recall@thr=0.5: 0.7209 prec@thr=0.5: 0.8151 recall@top3: 0.8159 prec@top3: 0.7519 recall@top5: 0.9419 prec@top5: 0.5349 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 02:43:56 - mmengine - INFO - Epoch(train) [14][1420/1441] lr: 2.0000e-02 eta: 0:57:11 time: 0.3749 data_time: 0.0201 memory: 8503 grad_norm: 0.1253 recall@thr=0.5: 0.8094 prec@thr=0.5: 0.8802 recall@top3: 0.8510 prec@top3: 0.7292 recall@top5: 0.9524 prec@top5: 0.5083 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 02:44:04 - mmengine - INFO - Epoch(train) [14][1440/1441] lr: 2.0000e-02 eta: 0:57:03 time: 0.4074 data_time: 0.0203 memory: 8503 grad_norm: 0.1291 recall@thr=0.5: 0.7134 prec@thr=0.5: 0.7886 recall@top3: 0.7785 prec@top3: 0.6911 recall@top5: 0.9207 prec@top5: 0.4927 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 02:44:04 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 02:44:04 - mmengine - INFO - Epoch(train) [14][1441/1441] lr: 2.0000e-02 eta: 0:57:03 time: 0.3993 data_time: 0.0198 memory: 4495 grad_norm: 0.1320 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.7889 recall@top3: 0.9222 prec@top3: 0.6222 recall@top5: 0.9778 prec@top5: 0.4000 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 02:44:04 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/08/07 02:44:10 - mmengine - INFO - Epoch(val) [14][20/6282] eta: 0:04:27 time: 0.0428 data_time: 0.0060 memory: 560 2022/08/07 02:44:11 - mmengine - INFO - Epoch(val) [14][40/6282] eta: 0:03:58 time: 0.0382 data_time: 0.0029 memory: 560 2022/08/07 02:44:11 - mmengine - INFO - Epoch(val) [14][60/6282] eta: 0:03:57 time: 0.0381 data_time: 0.0054 memory: 560 2022/08/07 02:44:12 - mmengine - INFO - Epoch(val) [14][80/6282] eta: 0:03:57 time: 0.0383 data_time: 0.0044 memory: 560 2022/08/07 02:44:13 - mmengine - INFO - Epoch(val) [14][100/6282] eta: 0:04:10 time: 0.0405 data_time: 0.0048 memory: 560 2022/08/07 02:44:14 - mmengine - INFO - Epoch(val) [14][120/6282] eta: 0:04:41 time: 0.0457 data_time: 0.0049 memory: 606 2022/08/07 02:44:15 - mmengine - INFO - Epoch(val) [14][140/6282] eta: 0:04:00 time: 0.0392 data_time: 0.0042 memory: 606 2022/08/07 02:44:16 - mmengine - INFO - Epoch(val) [14][160/6282] eta: 0:04:37 time: 0.0453 data_time: 0.0044 memory: 606 2022/08/07 02:44:17 - mmengine - INFO - Epoch(val) [14][180/6282] eta: 0:04:56 time: 0.0487 data_time: 0.0061 memory: 606 2022/08/07 02:44:17 - mmengine - INFO - Epoch(val) [14][200/6282] eta: 0:04:02 time: 0.0398 data_time: 0.0038 memory: 606 2022/08/07 02:44:18 - mmengine - INFO - Epoch(val) [14][220/6282] eta: 0:04:00 time: 0.0397 data_time: 0.0042 memory: 577 2022/08/07 02:44:19 - mmengine - INFO - Epoch(val) [14][240/6282] eta: 0:04:15 time: 0.0422 data_time: 0.0054 memory: 577 2022/08/07 02:44:20 - mmengine - INFO - Epoch(val) [14][260/6282] eta: 0:04:26 time: 0.0442 data_time: 0.0056 memory: 577 2022/08/07 02:44:21 - mmengine - INFO - Epoch(val) [14][280/6282] eta: 0:04:02 time: 0.0404 data_time: 0.0040 memory: 577 2022/08/07 02:44:22 - mmengine - INFO - Epoch(val) [14][300/6282] eta: 0:04:36 time: 0.0462 data_time: 0.0061 memory: 606 2022/08/07 02:44:23 - mmengine - INFO - Epoch(val) [14][320/6282] eta: 0:04:07 time: 0.0415 data_time: 0.0036 memory: 606 2022/08/07 02:44:24 - mmengine - INFO - Epoch(val) [14][340/6282] eta: 0:06:18 time: 0.0637 data_time: 0.0050 memory: 606 2022/08/07 02:44:25 - mmengine - INFO - Epoch(val) [14][360/6282] eta: 0:04:16 time: 0.0432 data_time: 0.0034 memory: 606 2022/08/07 02:44:26 - mmengine - INFO - Epoch(val) [14][380/6282] eta: 0:04:28 time: 0.0455 data_time: 0.0057 memory: 606 2022/08/07 02:44:27 - mmengine - INFO - Epoch(val) [14][400/6282] eta: 0:04:04 time: 0.0416 data_time: 0.0042 memory: 606 2022/08/07 02:44:27 - mmengine - INFO - Epoch(val) [14][420/6282] eta: 0:04:00 time: 0.0410 data_time: 0.0052 memory: 579 2022/08/07 02:44:28 - mmengine - INFO - Epoch(val) [14][440/6282] eta: 0:03:51 time: 0.0397 data_time: 0.0045 memory: 579 2022/08/07 02:44:29 - mmengine - INFO - Epoch(val) [14][460/6282] eta: 0:03:57 time: 0.0408 data_time: 0.0051 memory: 579 2022/08/07 02:44:30 - mmengine - INFO - Epoch(val) [14][480/6282] eta: 0:03:45 time: 0.0388 data_time: 0.0036 memory: 579 2022/08/07 02:44:31 - mmengine - INFO - Epoch(val) [14][500/6282] eta: 0:03:48 time: 0.0395 data_time: 0.0045 memory: 579 2022/08/07 02:44:31 - mmengine - INFO - Epoch(val) [14][520/6282] eta: 0:03:30 time: 0.0365 data_time: 0.0043 memory: 577 2022/08/07 02:44:32 - mmengine - INFO - Epoch(val) [14][540/6282] eta: 0:03:50 time: 0.0401 data_time: 0.0037 memory: 577 2022/08/07 02:44:33 - mmengine - INFO - Epoch(val) [14][560/6282] eta: 0:03:36 time: 0.0379 data_time: 0.0038 memory: 577 2022/08/07 02:44:34 - mmengine - INFO - Epoch(val) [14][580/6282] eta: 0:04:20 time: 0.0456 data_time: 0.0044 memory: 577 2022/08/07 02:44:35 - mmengine - INFO - Epoch(val) [14][600/6282] eta: 0:04:10 time: 0.0441 data_time: 0.0062 memory: 577 2022/08/07 02:44:36 - mmengine - INFO - Epoch(val) [14][620/6282] eta: 0:04:26 time: 0.0472 data_time: 0.0084 memory: 577 2022/08/07 02:44:37 - mmengine - INFO - Epoch(val) [14][640/6282] eta: 0:04:24 time: 0.0468 data_time: 0.0064 memory: 575 2022/08/07 02:44:38 - mmengine - INFO - Epoch(val) [14][660/6282] eta: 0:04:18 time: 0.0460 data_time: 0.0068 memory: 575 2022/08/07 02:44:39 - mmengine - INFO - Epoch(val) [14][680/6282] eta: 0:04:18 time: 0.0462 data_time: 0.0063 memory: 575 2022/08/07 02:44:39 - mmengine - INFO - Epoch(val) [14][700/6282] eta: 0:03:50 time: 0.0414 data_time: 0.0039 memory: 575 2022/08/07 02:44:40 - mmengine - INFO - Epoch(val) [14][720/6282] eta: 0:04:16 time: 0.0461 data_time: 0.0046 memory: 606 2022/08/07 02:44:41 - mmengine - INFO - Epoch(val) [14][740/6282] eta: 0:03:46 time: 0.0409 data_time: 0.0030 memory: 606 2022/08/07 02:44:42 - mmengine - INFO - Epoch(val) [14][760/6282] eta: 0:04:09 time: 0.0452 data_time: 0.0054 memory: 606 2022/08/07 02:44:43 - mmengine - INFO - Epoch(val) [14][780/6282] eta: 0:05:56 time: 0.0647 data_time: 0.0036 memory: 606 2022/08/07 02:44:44 - mmengine - INFO - Epoch(val) [14][800/6282] eta: 0:03:51 time: 0.0422 data_time: 0.0045 memory: 606 2022/08/07 02:44:45 - mmengine - INFO - Epoch(val) [14][820/6282] eta: 0:03:39 time: 0.0402 data_time: 0.0040 memory: 606 2022/08/07 02:44:46 - mmengine - INFO - Epoch(val) [14][840/6282] eta: 0:03:34 time: 0.0394 data_time: 0.0041 memory: 577 2022/08/07 02:44:47 - mmengine - INFO - Epoch(val) [14][860/6282] eta: 0:03:36 time: 0.0400 data_time: 0.0042 memory: 577 2022/08/07 02:44:48 - mmengine - INFO - Epoch(val) [14][880/6282] eta: 0:03:52 time: 0.0430 data_time: 0.0052 memory: 577 2022/08/07 02:44:48 - mmengine - INFO - Epoch(val) [14][900/6282] eta: 0:03:53 time: 0.0433 data_time: 0.0044 memory: 577 2022/08/07 02:44:49 - mmengine - INFO - Epoch(val) [14][920/6282] eta: 0:03:34 time: 0.0400 data_time: 0.0033 memory: 577 2022/08/07 02:44:50 - mmengine - INFO - Epoch(val) [14][940/6282] eta: 0:03:38 time: 0.0408 data_time: 0.0065 memory: 560 2022/08/07 02:44:51 - mmengine - INFO - Epoch(val) [14][960/6282] eta: 0:03:25 time: 0.0387 data_time: 0.0036 memory: 560 2022/08/07 02:44:52 - mmengine - INFO - Epoch(val) [14][980/6282] eta: 0:03:34 time: 0.0405 data_time: 0.0041 memory: 560 2022/08/07 02:44:52 - mmengine - INFO - Epoch(val) [14][1000/6282] eta: 0:03:31 time: 0.0401 data_time: 0.0044 memory: 560 2022/08/07 02:44:53 - mmengine - INFO - Epoch(val) [14][1020/6282] eta: 0:03:41 time: 0.0421 data_time: 0.0047 memory: 577 2022/08/07 02:44:54 - mmengine - INFO - Epoch(val) [14][1040/6282] eta: 0:03:47 time: 0.0433 data_time: 0.0051 memory: 577 2022/08/07 02:44:55 - mmengine - INFO - Epoch(val) [14][1060/6282] eta: 0:03:38 time: 0.0419 data_time: 0.0040 memory: 577 2022/08/07 02:44:56 - mmengine - INFO - Epoch(val) [14][1080/6282] eta: 0:03:29 time: 0.0403 data_time: 0.0038 memory: 577 2022/08/07 02:44:57 - mmengine - INFO - Epoch(val) [14][1100/6282] eta: 0:03:44 time: 0.0434 data_time: 0.0043 memory: 577 2022/08/07 02:44:58 - mmengine - INFO - Epoch(val) [14][1120/6282] eta: 0:03:46 time: 0.0439 data_time: 0.0067 memory: 577 2022/08/07 02:44:59 - mmengine - INFO - Epoch(val) [14][1140/6282] eta: 0:03:43 time: 0.0435 data_time: 0.0035 memory: 577 2022/08/07 02:44:59 - mmengine - INFO - Epoch(val) [14][1160/6282] eta: 0:03:47 time: 0.0444 data_time: 0.0064 memory: 577 2022/08/07 02:45:00 - mmengine - INFO - Epoch(val) [14][1180/6282] eta: 0:03:54 time: 0.0460 data_time: 0.0036 memory: 577 2022/08/07 02:45:02 - mmengine - INFO - Epoch(val) [14][1200/6282] eta: 0:06:49 time: 0.0806 data_time: 0.0049 memory: 577 2022/08/07 02:45:03 - mmengine - INFO - Epoch(val) [14][1220/6282] eta: 0:03:51 time: 0.0457 data_time: 0.0054 memory: 577 2022/08/07 02:45:04 - mmengine - INFO - Epoch(val) [14][1240/6282] eta: 0:03:53 time: 0.0463 data_time: 0.0058 memory: 606 2022/08/07 02:45:05 - mmengine - INFO - Epoch(val) [14][1260/6282] eta: 0:03:59 time: 0.0478 data_time: 0.0073 memory: 606 2022/08/07 02:45:06 - mmengine - INFO - Epoch(val) [14][1280/6282] eta: 0:03:54 time: 0.0469 data_time: 0.0071 memory: 606 2022/08/07 02:45:07 - mmengine - INFO - Epoch(val) [14][1300/6282] eta: 0:03:30 time: 0.0423 data_time: 0.0042 memory: 606 2022/08/07 02:45:08 - mmengine - INFO - Epoch(val) [14][1320/6282] eta: 0:03:45 time: 0.0455 data_time: 0.0053 memory: 606 2022/08/07 02:45:08 - mmengine - INFO - Epoch(val) [14][1340/6282] eta: 0:03:31 time: 0.0429 data_time: 0.0039 memory: 606 2022/08/07 02:45:09 - mmengine - INFO - Epoch(val) [14][1360/6282] eta: 0:03:32 time: 0.0431 data_time: 0.0041 memory: 606 2022/08/07 02:45:10 - mmengine - INFO - Epoch(val) [14][1380/6282] eta: 0:03:21 time: 0.0410 data_time: 0.0045 memory: 606 2022/08/07 02:45:11 - mmengine - INFO - Epoch(val) [14][1400/6282] eta: 0:03:30 time: 0.0431 data_time: 0.0042 memory: 606 2022/08/07 02:45:12 - mmengine - INFO - Epoch(val) [14][1420/6282] eta: 0:03:26 time: 0.0425 data_time: 0.0035 memory: 606 2022/08/07 02:45:13 - mmengine - INFO - Epoch(val) [14][1440/6282] eta: 0:03:06 time: 0.0386 data_time: 0.0035 memory: 606 2022/08/07 02:45:14 - mmengine - INFO - Epoch(val) [14][1460/6282] eta: 0:04:54 time: 0.0611 data_time: 0.0042 memory: 606 2022/08/07 02:45:15 - mmengine - INFO - Epoch(val) [14][1480/6282] eta: 0:03:17 time: 0.0411 data_time: 0.0045 memory: 606 2022/08/07 02:45:15 - mmengine - INFO - Epoch(val) [14][1500/6282] eta: 0:02:51 time: 0.0359 data_time: 0.0034 memory: 606 2022/08/07 02:45:16 - mmengine - INFO - Epoch(val) [14][1520/6282] eta: 0:03:19 time: 0.0420 data_time: 0.0048 memory: 650 2022/08/07 02:45:17 - mmengine - INFO - Epoch(val) [14][1540/6282] eta: 0:03:28 time: 0.0439 data_time: 0.0045 memory: 650 2022/08/07 02:45:18 - mmengine - INFO - Epoch(val) [14][1560/6282] eta: 0:03:36 time: 0.0458 data_time: 0.0040 memory: 650 2022/08/07 02:45:19 - mmengine - INFO - Epoch(val) [14][1580/6282] eta: 0:03:30 time: 0.0448 data_time: 0.0057 memory: 650 2022/08/07 02:45:20 - mmengine - INFO - Epoch(val) [14][1600/6282] eta: 0:03:27 time: 0.0443 data_time: 0.0039 memory: 650 2022/08/07 02:45:21 - mmengine - INFO - Epoch(val) [14][1620/6282] eta: 0:03:12 time: 0.0413 data_time: 0.0050 memory: 650 2022/08/07 02:45:22 - mmengine - INFO - Epoch(val) [14][1640/6282] eta: 0:03:02 time: 0.0394 data_time: 0.0045 memory: 606 2022/08/07 02:45:22 - mmengine - INFO - Epoch(val) [14][1660/6282] eta: 0:03:08 time: 0.0407 data_time: 0.0038 memory: 606 2022/08/07 02:45:23 - mmengine - INFO - Epoch(val) [14][1680/6282] eta: 0:03:15 time: 0.0424 data_time: 0.0058 memory: 606 2022/08/07 02:45:24 - mmengine - INFO - Epoch(val) [14][1700/6282] eta: 0:03:07 time: 0.0410 data_time: 0.0049 memory: 606 2022/08/07 02:45:25 - mmengine - INFO - Epoch(val) [14][1720/6282] eta: 0:03:19 time: 0.0438 data_time: 0.0056 memory: 606 2022/08/07 02:45:26 - mmengine - INFO - Epoch(val) [14][1740/6282] eta: 0:03:26 time: 0.0454 data_time: 0.0069 memory: 606 2022/08/07 02:45:27 - mmengine - INFO - Epoch(val) [14][1760/6282] eta: 0:03:37 time: 0.0480 data_time: 0.0047 memory: 606 2022/08/07 02:45:28 - mmengine - INFO - Epoch(val) [14][1780/6282] eta: 0:03:18 time: 0.0440 data_time: 0.0046 memory: 606 2022/08/07 02:45:29 - mmengine - INFO - Epoch(val) [14][1800/6282] eta: 0:03:26 time: 0.0461 data_time: 0.0048 memory: 606 2022/08/07 02:45:30 - mmengine - INFO - Epoch(val) [14][1820/6282] eta: 0:03:10 time: 0.0427 data_time: 0.0042 memory: 606 2022/08/07 02:45:31 - mmengine - INFO - Epoch(val) [14][1840/6282] eta: 0:03:10 time: 0.0430 data_time: 0.0048 memory: 606 2022/08/07 02:45:31 - mmengine - INFO - Epoch(val) [14][1860/6282] eta: 0:03:05 time: 0.0420 data_time: 0.0039 memory: 606 2022/08/07 02:45:32 - mmengine - INFO - Epoch(val) [14][1880/6282] eta: 0:03:13 time: 0.0440 data_time: 0.0049 memory: 606 2022/08/07 02:45:34 - mmengine - INFO - Epoch(val) [14][1900/6282] eta: 0:04:43 time: 0.0647 data_time: 0.0042 memory: 606 2022/08/07 02:45:34 - mmengine - INFO - Epoch(val) [14][1920/6282] eta: 0:02:57 time: 0.0406 data_time: 0.0040 memory: 606 2022/08/07 02:45:35 - mmengine - INFO - Epoch(val) [14][1940/6282] eta: 0:03:11 time: 0.0442 data_time: 0.0046 memory: 606 2022/08/07 02:45:36 - mmengine - INFO - Epoch(val) [14][1960/6282] eta: 0:02:53 time: 0.0402 data_time: 0.0030 memory: 579 2022/08/07 02:45:37 - mmengine - INFO - Epoch(val) [14][1980/6282] eta: 0:03:00 time: 0.0419 data_time: 0.0039 memory: 579 2022/08/07 02:45:38 - mmengine - INFO - Epoch(val) [14][2000/6282] eta: 0:02:58 time: 0.0417 data_time: 0.0038 memory: 579 2022/08/07 02:45:39 - mmengine - INFO - Epoch(val) [14][2020/6282] eta: 0:03:03 time: 0.0430 data_time: 0.0050 memory: 579 2022/08/07 02:45:40 - mmengine - INFO - Epoch(val) [14][2040/6282] eta: 0:02:52 time: 0.0406 data_time: 0.0036 memory: 579 2022/08/07 02:45:40 - mmengine - INFO - Epoch(val) [14][2060/6282] eta: 0:03:03 time: 0.0435 data_time: 0.0055 memory: 579 2022/08/07 02:45:41 - mmengine - INFO - Epoch(val) [14][2080/6282] eta: 0:03:00 time: 0.0430 data_time: 0.0046 memory: 579 2022/08/07 02:45:42 - mmengine - INFO - Epoch(val) [14][2100/6282] eta: 0:02:52 time: 0.0413 data_time: 0.0039 memory: 579 2022/08/07 02:45:43 - mmengine - INFO - Epoch(val) [14][2120/6282] eta: 0:02:46 time: 0.0399 data_time: 0.0048 memory: 579 2022/08/07 02:45:44 - mmengine - INFO - Epoch(val) [14][2140/6282] eta: 0:03:06 time: 0.0451 data_time: 0.0054 memory: 579 2022/08/07 02:45:45 - mmengine - INFO - Epoch(val) [14][2160/6282] eta: 0:02:34 time: 0.0375 data_time: 0.0031 memory: 577 2022/08/07 02:45:45 - mmengine - INFO - Epoch(val) [14][2180/6282] eta: 0:02:46 time: 0.0406 data_time: 0.0044 memory: 577 2022/08/07 02:45:46 - mmengine - INFO - Epoch(val) [14][2200/6282] eta: 0:02:47 time: 0.0411 data_time: 0.0039 memory: 577 2022/08/07 02:45:47 - mmengine - INFO - Epoch(val) [14][2220/6282] eta: 0:02:47 time: 0.0411 data_time: 0.0034 memory: 577 2022/08/07 02:45:48 - mmengine - INFO - Epoch(val) [14][2240/6282] eta: 0:02:37 time: 0.0390 data_time: 0.0036 memory: 577 2022/08/07 02:45:49 - mmengine - INFO - Epoch(val) [14][2260/6282] eta: 0:02:37 time: 0.0392 data_time: 0.0059 memory: 579 2022/08/07 02:45:49 - mmengine - INFO - Epoch(val) [14][2280/6282] eta: 0:02:40 time: 0.0401 data_time: 0.0044 memory: 579 2022/08/07 02:45:50 - mmengine - INFO - Epoch(val) [14][2300/6282] eta: 0:02:50 time: 0.0428 data_time: 0.0076 memory: 579 2022/08/07 02:45:51 - mmengine - INFO - Epoch(val) [14][2320/6282] eta: 0:02:41 time: 0.0408 data_time: 0.0054 memory: 579 2022/08/07 02:45:52 - mmengine - INFO - Epoch(val) [14][2340/6282] eta: 0:02:48 time: 0.0427 data_time: 0.0046 memory: 579 2022/08/07 02:45:53 - mmengine - INFO - Epoch(val) [14][2360/6282] eta: 0:02:33 time: 0.0390 data_time: 0.0049 memory: 577 2022/08/07 02:45:54 - mmengine - INFO - Epoch(val) [14][2380/6282] eta: 0:04:25 time: 0.0680 data_time: 0.0044 memory: 577 2022/08/07 02:45:55 - mmengine - INFO - Epoch(val) [14][2400/6282] eta: 0:02:35 time: 0.0400 data_time: 0.0050 memory: 577 2022/08/07 02:45:56 - mmengine - INFO - Epoch(val) [14][2420/6282] eta: 0:03:06 time: 0.0483 data_time: 0.0043 memory: 577 2022/08/07 02:45:57 - mmengine - INFO - Epoch(val) [14][2440/6282] eta: 0:03:00 time: 0.0471 data_time: 0.0057 memory: 577 2022/08/07 02:45:58 - mmengine - INFO - Epoch(val) [14][2460/6282] eta: 0:03:09 time: 0.0495 data_time: 0.0054 memory: 606 2022/08/07 02:45:59 - mmengine - INFO - Epoch(val) [14][2480/6282] eta: 0:03:02 time: 0.0481 data_time: 0.0052 memory: 606 2022/08/07 02:46:00 - mmengine - INFO - Epoch(val) [14][2500/6282] eta: 0:03:03 time: 0.0485 data_time: 0.0047 memory: 606 2022/08/07 02:46:01 - mmengine - INFO - Epoch(val) [14][2520/6282] eta: 0:02:32 time: 0.0405 data_time: 0.0034 memory: 606 2022/08/07 02:46:02 - mmengine - INFO - Epoch(val) [14][2540/6282] eta: 0:02:43 time: 0.0437 data_time: 0.0044 memory: 606 2022/08/07 02:46:03 - mmengine - INFO - Epoch(val) [14][2560/6282] eta: 0:02:35 time: 0.0417 data_time: 0.0045 memory: 606 2022/08/07 02:46:03 - mmengine - INFO - Epoch(val) [14][2580/6282] eta: 0:02:32 time: 0.0412 data_time: 0.0032 memory: 606 2022/08/07 02:46:04 - mmengine - INFO - Epoch(val) [14][2600/6282] eta: 0:02:29 time: 0.0405 data_time: 0.0044 memory: 606 2022/08/07 02:46:05 - mmengine - INFO - Epoch(val) [14][2620/6282] eta: 0:02:29 time: 0.0408 data_time: 0.0038 memory: 606 2022/08/07 02:46:06 - mmengine - INFO - Epoch(val) [14][2640/6282] eta: 0:02:34 time: 0.0424 data_time: 0.0054 memory: 606 2022/08/07 02:46:07 - mmengine - INFO - Epoch(val) [14][2660/6282] eta: 0:02:44 time: 0.0453 data_time: 0.0034 memory: 646 2022/08/07 02:46:08 - mmengine - INFO - Epoch(val) [14][2680/6282] eta: 0:02:30 time: 0.0417 data_time: 0.0033 memory: 646 2022/08/07 02:46:09 - mmengine - INFO - Epoch(val) [14][2700/6282] eta: 0:02:36 time: 0.0438 data_time: 0.0046 memory: 646 2022/08/07 02:46:10 - mmengine - INFO - Epoch(val) [14][2720/6282] eta: 0:02:56 time: 0.0497 data_time: 0.0058 memory: 646 2022/08/07 02:46:10 - mmengine - INFO - Epoch(val) [14][2740/6282] eta: 0:02:31 time: 0.0427 data_time: 0.0051 memory: 646 2022/08/07 02:46:11 - mmengine - INFO - Epoch(val) [14][2760/6282] eta: 0:02:09 time: 0.0369 data_time: 0.0054 memory: 579 2022/08/07 02:46:12 - mmengine - INFO - Epoch(val) [14][2780/6282] eta: 0:02:17 time: 0.0392 data_time: 0.0035 memory: 579 2022/08/07 02:46:13 - mmengine - INFO - Epoch(val) [14][2800/6282] eta: 0:02:15 time: 0.0389 data_time: 0.0037 memory: 579 2022/08/07 02:46:14 - mmengine - INFO - Epoch(val) [14][2820/6282] eta: 0:03:52 time: 0.0671 data_time: 0.0032 memory: 579 2022/08/07 02:46:15 - mmengine - INFO - Epoch(val) [14][2840/6282] eta: 0:02:25 time: 0.0421 data_time: 0.0044 memory: 579 2022/08/07 02:46:16 - mmengine - INFO - Epoch(val) [14][2860/6282] eta: 0:02:28 time: 0.0433 data_time: 0.0046 memory: 606 2022/08/07 02:46:17 - mmengine - INFO - Epoch(val) [14][2880/6282] eta: 0:02:15 time: 0.0399 data_time: 0.0046 memory: 606 2022/08/07 02:46:17 - mmengine - INFO - Epoch(val) [14][2900/6282] eta: 0:02:11 time: 0.0389 data_time: 0.0029 memory: 606 2022/08/07 02:46:18 - mmengine - INFO - Epoch(val) [14][2920/6282] eta: 0:02:09 time: 0.0386 data_time: 0.0038 memory: 606 2022/08/07 02:46:19 - mmengine - INFO - Epoch(val) [14][2940/6282] eta: 0:02:15 time: 0.0405 data_time: 0.0047 memory: 591 2022/08/07 02:46:20 - mmengine - INFO - Epoch(val) [14][2960/6282] eta: 0:02:11 time: 0.0394 data_time: 0.0041 memory: 591 2022/08/07 02:46:21 - mmengine - INFO - Epoch(val) [14][2980/6282] eta: 0:02:20 time: 0.0425 data_time: 0.0037 memory: 591 2022/08/07 02:46:22 - mmengine - INFO - Epoch(val) [14][3000/6282] eta: 0:02:19 time: 0.0426 data_time: 0.0045 memory: 591 2022/08/07 02:46:22 - mmengine - INFO - Epoch(val) [14][3020/6282] eta: 0:02:23 time: 0.0441 data_time: 0.0058 memory: 606 2022/08/07 02:46:23 - mmengine - INFO - Epoch(val) [14][3040/6282] eta: 0:02:36 time: 0.0481 data_time: 0.0070 memory: 606 2022/08/07 02:46:24 - mmengine - INFO - Epoch(val) [14][3060/6282] eta: 0:02:23 time: 0.0445 data_time: 0.0054 memory: 606 2022/08/07 02:46:25 - mmengine - INFO - Epoch(val) [14][3080/6282] eta: 0:02:17 time: 0.0429 data_time: 0.0055 memory: 606 2022/08/07 02:46:26 - mmengine - INFO - Epoch(val) [14][3100/6282] eta: 0:02:13 time: 0.0421 data_time: 0.0038 memory: 606 2022/08/07 02:46:27 - mmengine - INFO - Epoch(val) [14][3120/6282] eta: 0:02:05 time: 0.0397 data_time: 0.0052 memory: 579 2022/08/07 02:46:28 - mmengine - INFO - Epoch(val) [14][3140/6282] eta: 0:02:06 time: 0.0401 data_time: 0.0030 memory: 579 2022/08/07 02:46:28 - mmengine - INFO - Epoch(val) [14][3160/6282] eta: 0:01:56 time: 0.0372 data_time: 0.0038 memory: 579 2022/08/07 02:46:29 - mmengine - INFO - Epoch(val) [14][3180/6282] eta: 0:02:07 time: 0.0411 data_time: 0.0064 memory: 579 2022/08/07 02:46:30 - mmengine - INFO - Epoch(val) [14][3200/6282] eta: 0:02:10 time: 0.0424 data_time: 0.0041 memory: 606 2022/08/07 02:46:31 - mmengine - INFO - Epoch(val) [14][3220/6282] eta: 0:02:08 time: 0.0420 data_time: 0.0029 memory: 606 2022/08/07 02:46:32 - mmengine - INFO - Epoch(val) [14][3240/6282] eta: 0:02:26 time: 0.0482 data_time: 0.0059 memory: 606 2022/08/07 02:46:33 - mmengine - INFO - Epoch(val) [14][3260/6282] eta: 0:02:10 time: 0.0432 data_time: 0.0044 memory: 606 2022/08/07 02:46:34 - mmengine - INFO - Epoch(val) [14][3280/6282] eta: 0:03:26 time: 0.0689 data_time: 0.0048 memory: 606 2022/08/07 02:46:35 - mmengine - INFO - Epoch(val) [14][3300/6282] eta: 0:01:57 time: 0.0394 data_time: 0.0027 memory: 606 2022/08/07 02:46:36 - mmengine - INFO - Epoch(val) [14][3320/6282] eta: 0:02:02 time: 0.0414 data_time: 0.0039 memory: 606 2022/08/07 02:46:37 - mmengine - INFO - Epoch(val) [14][3340/6282] eta: 0:02:02 time: 0.0417 data_time: 0.0046 memory: 606 2022/08/07 02:46:38 - mmengine - INFO - Epoch(val) [14][3360/6282] eta: 0:01:57 time: 0.0401 data_time: 0.0050 memory: 606 2022/08/07 02:46:38 - mmengine - INFO - Epoch(val) [14][3380/6282] eta: 0:01:57 time: 0.0405 data_time: 0.0050 memory: 606 2022/08/07 02:46:39 - mmengine - INFO - Epoch(val) [14][3400/6282] eta: 0:01:54 time: 0.0398 data_time: 0.0037 memory: 577 2022/08/07 02:46:40 - mmengine - INFO - Epoch(val) [14][3420/6282] eta: 0:02:02 time: 0.0429 data_time: 0.0047 memory: 577 2022/08/07 02:46:41 - mmengine - INFO - Epoch(val) [14][3440/6282] eta: 0:01:46 time: 0.0376 data_time: 0.0028 memory: 577 2022/08/07 02:46:42 - mmengine - INFO - Epoch(val) [14][3460/6282] eta: 0:01:59 time: 0.0423 data_time: 0.0045 memory: 577 2022/08/07 02:46:42 - mmengine - INFO - Epoch(val) [14][3480/6282] eta: 0:01:45 time: 0.0376 data_time: 0.0046 memory: 577 2022/08/07 02:46:43 - mmengine - INFO - Epoch(val) [14][3500/6282] eta: 0:01:55 time: 0.0414 data_time: 0.0043 memory: 577 2022/08/07 02:46:44 - mmengine - INFO - Epoch(val) [14][3520/6282] eta: 0:01:51 time: 0.0403 data_time: 0.0037 memory: 577 2022/08/07 02:46:45 - mmengine - INFO - Epoch(val) [14][3540/6282] eta: 0:01:48 time: 0.0397 data_time: 0.0048 memory: 577 2022/08/07 02:46:46 - mmengine - INFO - Epoch(val) [14][3560/6282] eta: 0:01:57 time: 0.0432 data_time: 0.0053 memory: 577 2022/08/07 02:46:47 - mmengine - INFO - Epoch(val) [14][3580/6282] eta: 0:01:54 time: 0.0422 data_time: 0.0038 memory: 598 2022/08/07 02:46:48 - mmengine - INFO - Epoch(val) [14][3600/6282] eta: 0:01:50 time: 0.0412 data_time: 0.0056 memory: 598 2022/08/07 02:46:48 - mmengine - INFO - Epoch(val) [14][3620/6282] eta: 0:01:55 time: 0.0434 data_time: 0.0056 memory: 598 2022/08/07 02:46:49 - mmengine - INFO - Epoch(val) [14][3640/6282] eta: 0:01:55 time: 0.0438 data_time: 0.0038 memory: 598 2022/08/07 02:46:50 - mmengine - INFO - Epoch(val) [14][3660/6282] eta: 0:01:39 time: 0.0381 data_time: 0.0041 memory: 598 2022/08/07 02:46:51 - mmengine - INFO - Epoch(val) [14][3680/6282] eta: 0:01:45 time: 0.0406 data_time: 0.0061 memory: 606 2022/08/07 02:46:52 - mmengine - INFO - Epoch(val) [14][3700/6282] eta: 0:01:53 time: 0.0438 data_time: 0.0054 memory: 606 2022/08/07 02:46:53 - mmengine - INFO - Epoch(val) [14][3720/6282] eta: 0:01:50 time: 0.0431 data_time: 0.0044 memory: 606 2022/08/07 02:46:54 - mmengine - INFO - Epoch(val) [14][3740/6282] eta: 0:02:59 time: 0.0705 data_time: 0.0047 memory: 606 2022/08/07 02:46:55 - mmengine - INFO - Epoch(val) [14][3760/6282] eta: 0:01:54 time: 0.0454 data_time: 0.0034 memory: 606 2022/08/07 02:46:56 - mmengine - INFO - Epoch(val) [14][3780/6282] eta: 0:01:48 time: 0.0434 data_time: 0.0039 memory: 606 2022/08/07 02:46:57 - mmengine - INFO - Epoch(val) [14][3800/6282] eta: 0:01:44 time: 0.0421 data_time: 0.0039 memory: 606 2022/08/07 02:46:58 - mmengine - INFO - Epoch(val) [14][3820/6282] eta: 0:01:43 time: 0.0419 data_time: 0.0045 memory: 606 2022/08/07 02:46:58 - mmengine - INFO - Epoch(val) [14][3840/6282] eta: 0:01:39 time: 0.0408 data_time: 0.0052 memory: 606 2022/08/07 02:46:59 - mmengine - INFO - Epoch(val) [14][3860/6282] eta: 0:01:32 time: 0.0384 data_time: 0.0047 memory: 606 2022/08/07 02:47:00 - mmengine - INFO - Epoch(val) [14][3880/6282] eta: 0:01:39 time: 0.0414 data_time: 0.0030 memory: 606 2022/08/07 02:47:01 - mmengine - INFO - Epoch(val) [14][3900/6282] eta: 0:01:36 time: 0.0405 data_time: 0.0045 memory: 606 2022/08/07 02:47:02 - mmengine - INFO - Epoch(val) [14][3920/6282] eta: 0:01:23 time: 0.0355 data_time: 0.0045 memory: 606 2022/08/07 02:47:02 - mmengine - INFO - Epoch(val) [14][3940/6282] eta: 0:01:31 time: 0.0393 data_time: 0.0029 memory: 606 2022/08/07 02:47:03 - mmengine - INFO - Epoch(val) [14][3960/6282] eta: 0:01:30 time: 0.0388 data_time: 0.0031 memory: 606 2022/08/07 02:47:04 - mmengine - INFO - Epoch(val) [14][3980/6282] eta: 0:01:35 time: 0.0416 data_time: 0.0049 memory: 606 2022/08/07 02:47:05 - mmengine - INFO - Epoch(val) [14][4000/6282] eta: 0:01:30 time: 0.0399 data_time: 0.0038 memory: 606 2022/08/07 02:47:06 - mmengine - INFO - Epoch(val) [14][4020/6282] eta: 0:01:31 time: 0.0402 data_time: 0.0047 memory: 606 2022/08/07 02:47:07 - mmengine - INFO - Epoch(val) [14][4040/6282] eta: 0:01:39 time: 0.0445 data_time: 0.0027 memory: 646 2022/08/07 02:47:08 - mmengine - INFO - Epoch(val) [14][4060/6282] eta: 0:01:46 time: 0.0479 data_time: 0.0056 memory: 646 2022/08/07 02:47:08 - mmengine - INFO - Epoch(val) [14][4080/6282] eta: 0:01:42 time: 0.0463 data_time: 0.0038 memory: 646 2022/08/07 02:47:09 - mmengine - INFO - Epoch(val) [14][4100/6282] eta: 0:01:37 time: 0.0448 data_time: 0.0048 memory: 646 2022/08/07 02:47:10 - mmengine - INFO - Epoch(val) [14][4120/6282] eta: 0:01:36 time: 0.0448 data_time: 0.0032 memory: 646 2022/08/07 02:47:11 - mmengine - INFO - Epoch(val) [14][4140/6282] eta: 0:01:31 time: 0.0428 data_time: 0.0048 memory: 646 2022/08/07 02:47:12 - mmengine - INFO - Epoch(val) [14][4160/6282] eta: 0:01:25 time: 0.0405 data_time: 0.0036 memory: 577 2022/08/07 02:47:13 - mmengine - INFO - Epoch(val) [14][4180/6282] eta: 0:01:24 time: 0.0400 data_time: 0.0044 memory: 577 2022/08/07 02:47:14 - mmengine - INFO - Epoch(val) [14][4200/6282] eta: 0:02:13 time: 0.0643 data_time: 0.0038 memory: 577 2022/08/07 02:47:15 - mmengine - INFO - Epoch(val) [14][4220/6282] eta: 0:01:20 time: 0.0391 data_time: 0.0041 memory: 577 2022/08/07 02:47:16 - mmengine - INFO - Epoch(val) [14][4240/6282] eta: 0:01:16 time: 0.0375 data_time: 0.0048 memory: 577 2022/08/07 02:47:16 - mmengine - INFO - Epoch(val) [14][4260/6282] eta: 0:01:13 time: 0.0365 data_time: 0.0030 memory: 576 2022/08/07 02:47:17 - mmengine - INFO - Epoch(val) [14][4280/6282] eta: 0:01:15 time: 0.0376 data_time: 0.0028 memory: 576 2022/08/07 02:47:18 - mmengine - INFO - Epoch(val) [14][4300/6282] eta: 0:01:17 time: 0.0392 data_time: 0.0045 memory: 576 2022/08/07 02:47:19 - mmengine - INFO - Epoch(val) [14][4320/6282] eta: 0:01:15 time: 0.0386 data_time: 0.0048 memory: 576 2022/08/07 02:47:20 - mmengine - INFO - Epoch(val) [14][4340/6282] eta: 0:01:14 time: 0.0386 data_time: 0.0043 memory: 576 2022/08/07 02:47:20 - mmengine - INFO - Epoch(val) [14][4360/6282] eta: 0:01:19 time: 0.0411 data_time: 0.0032 memory: 606 2022/08/07 02:47:21 - mmengine - INFO - Epoch(val) [14][4380/6282] eta: 0:01:15 time: 0.0397 data_time: 0.0048 memory: 606 2022/08/07 02:47:22 - mmengine - INFO - Epoch(val) [14][4400/6282] eta: 0:01:19 time: 0.0420 data_time: 0.0062 memory: 606 2022/08/07 02:47:23 - mmengine - INFO - Epoch(val) [14][4420/6282] eta: 0:01:13 time: 0.0394 data_time: 0.0042 memory: 606 2022/08/07 02:47:24 - mmengine - INFO - Epoch(val) [14][4440/6282] eta: 0:01:18 time: 0.0427 data_time: 0.0047 memory: 610 2022/08/07 02:47:25 - mmengine - INFO - Epoch(val) [14][4460/6282] eta: 0:01:13 time: 0.0404 data_time: 0.0049 memory: 610 2022/08/07 02:47:25 - mmengine - INFO - Epoch(val) [14][4480/6282] eta: 0:01:19 time: 0.0439 data_time: 0.0049 memory: 610 2022/08/07 02:47:26 - mmengine - INFO - Epoch(val) [14][4500/6282] eta: 0:01:17 time: 0.0434 data_time: 0.0034 memory: 610 2022/08/07 02:47:27 - mmengine - INFO - Epoch(val) [14][4520/6282] eta: 0:01:13 time: 0.0416 data_time: 0.0033 memory: 610 2022/08/07 02:47:28 - mmengine - INFO - Epoch(val) [14][4540/6282] eta: 0:01:12 time: 0.0414 data_time: 0.0030 memory: 579 2022/08/07 02:47:29 - mmengine - INFO - Epoch(val) [14][4560/6282] eta: 0:01:06 time: 0.0387 data_time: 0.0046 memory: 579 2022/08/07 02:47:30 - mmengine - INFO - Epoch(val) [14][4580/6282] eta: 0:01:11 time: 0.0417 data_time: 0.0033 memory: 579 2022/08/07 02:47:30 - mmengine - INFO - Epoch(val) [14][4600/6282] eta: 0:01:03 time: 0.0378 data_time: 0.0024 memory: 579 2022/08/07 02:47:31 - mmengine - INFO - Epoch(val) [14][4620/6282] eta: 0:01:06 time: 0.0402 data_time: 0.0039 memory: 579 2022/08/07 02:47:32 - mmengine - INFO - Epoch(val) [14][4640/6282] eta: 0:01:09 time: 0.0425 data_time: 0.0042 memory: 610 2022/08/07 02:47:33 - mmengine - INFO - Epoch(val) [14][4660/6282] eta: 0:01:08 time: 0.0421 data_time: 0.0032 memory: 610 2022/08/07 02:47:34 - mmengine - INFO - Epoch(val) [14][4680/6282] eta: 0:01:49 time: 0.0684 data_time: 0.0054 memory: 610 2022/08/07 02:47:35 - mmengine - INFO - Epoch(val) [14][4700/6282] eta: 0:01:08 time: 0.0435 data_time: 0.0055 memory: 610 2022/08/07 02:47:36 - mmengine - INFO - Epoch(val) [14][4720/6282] eta: 0:00:57 time: 0.0367 data_time: 0.0039 memory: 610 2022/08/07 02:47:37 - mmengine - INFO - Epoch(val) [14][4740/6282] eta: 0:01:01 time: 0.0397 data_time: 0.0061 memory: 590 2022/08/07 02:47:38 - mmengine - INFO - Epoch(val) [14][4760/6282] eta: 0:01:00 time: 0.0395 data_time: 0.0047 memory: 590 2022/08/07 02:47:38 - mmengine - INFO - Epoch(val) [14][4780/6282] eta: 0:00:56 time: 0.0377 data_time: 0.0044 memory: 590 2022/08/07 02:47:39 - mmengine - INFO - Epoch(val) [14][4800/6282] eta: 0:01:03 time: 0.0429 data_time: 0.0071 memory: 590 2022/08/07 02:47:40 - mmengine - INFO - Epoch(val) [14][4820/6282] eta: 0:00:56 time: 0.0386 data_time: 0.0040 memory: 606 2022/08/07 02:47:41 - mmengine - INFO - Epoch(val) [14][4840/6282] eta: 0:01:00 time: 0.0420 data_time: 0.0042 memory: 606 2022/08/07 02:47:42 - mmengine - INFO - Epoch(val) [14][4860/6282] eta: 0:00:56 time: 0.0397 data_time: 0.0043 memory: 606 2022/08/07 02:47:42 - mmengine - INFO - Epoch(val) [14][4880/6282] eta: 0:00:55 time: 0.0396 data_time: 0.0051 memory: 606 2022/08/07 02:47:43 - mmengine - INFO - Epoch(val) [14][4900/6282] eta: 0:01:02 time: 0.0453 data_time: 0.0064 memory: 606 2022/08/07 02:47:44 - mmengine - INFO - Epoch(val) [14][4920/6282] eta: 0:00:56 time: 0.0414 data_time: 0.0037 memory: 608 2022/08/07 02:47:45 - mmengine - INFO - Epoch(val) [14][4940/6282] eta: 0:00:55 time: 0.0416 data_time: 0.0044 memory: 608 2022/08/07 02:47:46 - mmengine - INFO - Epoch(val) [14][4960/6282] eta: 0:00:53 time: 0.0405 data_time: 0.0039 memory: 608 2022/08/07 02:47:47 - mmengine - INFO - Epoch(val) [14][4980/6282] eta: 0:00:49 time: 0.0383 data_time: 0.0041 memory: 608 2022/08/07 02:47:48 - mmengine - INFO - Epoch(val) [14][5000/6282] eta: 0:00:55 time: 0.0436 data_time: 0.0053 memory: 608 2022/08/07 02:47:48 - mmengine - INFO - Epoch(val) [14][5020/6282] eta: 0:00:53 time: 0.0427 data_time: 0.0031 memory: 608 2022/08/07 02:47:49 - mmengine - INFO - Epoch(val) [14][5040/6282] eta: 0:00:49 time: 0.0398 data_time: 0.0042 memory: 579 2022/08/07 02:47:50 - mmengine - INFO - Epoch(val) [14][5060/6282] eta: 0:00:45 time: 0.0371 data_time: 0.0040 memory: 579 2022/08/07 02:47:51 - mmengine - INFO - Epoch(val) [14][5080/6282] eta: 0:00:49 time: 0.0408 data_time: 0.0052 memory: 579 2022/08/07 02:47:52 - mmengine - INFO - Epoch(val) [14][5100/6282] eta: 0:00:49 time: 0.0418 data_time: 0.0057 memory: 579 2022/08/07 02:47:53 - mmengine - INFO - Epoch(val) [14][5120/6282] eta: 0:00:47 time: 0.0410 data_time: 0.0043 memory: 579 2022/08/07 02:47:54 - mmengine - INFO - Epoch(val) [14][5140/6282] eta: 0:01:19 time: 0.0699 data_time: 0.0043 memory: 577 2022/08/07 02:47:55 - mmengine - INFO - Epoch(val) [14][5160/6282] eta: 0:00:46 time: 0.0417 data_time: 0.0050 memory: 577 2022/08/07 02:47:56 - mmengine - INFO - Epoch(val) [14][5180/6282] eta: 0:00:50 time: 0.0460 data_time: 0.0041 memory: 577 2022/08/07 02:47:57 - mmengine - INFO - Epoch(val) [14][5200/6282] eta: 0:00:45 time: 0.0418 data_time: 0.0040 memory: 577 2022/08/07 02:47:57 - mmengine - INFO - Epoch(val) [14][5220/6282] eta: 0:00:43 time: 0.0406 data_time: 0.0046 memory: 577 2022/08/07 02:47:58 - mmengine - INFO - Epoch(val) [14][5240/6282] eta: 0:00:41 time: 0.0401 data_time: 0.0053 memory: 576 2022/08/07 02:47:59 - mmengine - INFO - Epoch(val) [14][5260/6282] eta: 0:00:40 time: 0.0391 data_time: 0.0042 memory: 576 2022/08/07 02:48:00 - mmengine - INFO - Epoch(val) [14][5280/6282] eta: 0:00:41 time: 0.0413 data_time: 0.0043 memory: 576 2022/08/07 02:48:01 - mmengine - INFO - Epoch(val) [14][5300/6282] eta: 0:00:41 time: 0.0422 data_time: 0.0033 memory: 576 2022/08/07 02:48:02 - mmengine - INFO - Epoch(val) [14][5320/6282] eta: 0:00:41 time: 0.0427 data_time: 0.0045 memory: 577 2022/08/07 02:48:02 - mmengine - INFO - Epoch(val) [14][5340/6282] eta: 0:00:36 time: 0.0383 data_time: 0.0044 memory: 577 2022/08/07 02:48:03 - mmengine - INFO - Epoch(val) [14][5360/6282] eta: 0:00:37 time: 0.0402 data_time: 0.0039 memory: 577 2022/08/07 02:48:04 - mmengine - INFO - Epoch(val) [14][5380/6282] eta: 0:00:37 time: 0.0415 data_time: 0.0042 memory: 577 2022/08/07 02:48:05 - mmengine - INFO - Epoch(val) [14][5400/6282] eta: 0:00:34 time: 0.0396 data_time: 0.0032 memory: 577 2022/08/07 02:48:06 - mmengine - INFO - Epoch(val) [14][5420/6282] eta: 0:00:33 time: 0.0388 data_time: 0.0036 memory: 577 2022/08/07 02:48:07 - mmengine - INFO - Epoch(val) [14][5440/6282] eta: 0:00:51 time: 0.0616 data_time: 0.0039 memory: 577 2022/08/07 02:48:08 - mmengine - INFO - Epoch(val) [14][5460/6282] eta: 0:00:29 time: 0.0365 data_time: 0.0030 memory: 577 2022/08/07 02:48:08 - mmengine - INFO - Epoch(val) [14][5480/6282] eta: 0:00:31 time: 0.0396 data_time: 0.0048 memory: 577 2022/08/07 02:48:09 - mmengine - INFO - Epoch(val) [14][5500/6282] eta: 0:00:30 time: 0.0386 data_time: 0.0051 memory: 577 2022/08/07 02:48:10 - mmengine - INFO - Epoch(val) [14][5520/6282] eta: 0:00:31 time: 0.0418 data_time: 0.0055 memory: 588 2022/08/07 02:48:11 - mmengine - INFO - Epoch(val) [14][5540/6282] eta: 0:00:31 time: 0.0425 data_time: 0.0049 memory: 588 2022/08/07 02:48:12 - mmengine - INFO - Epoch(val) [14][5560/6282] eta: 0:00:29 time: 0.0411 data_time: 0.0047 memory: 588 2022/08/07 02:48:13 - mmengine - INFO - Epoch(val) [14][5580/6282] eta: 0:00:28 time: 0.0406 data_time: 0.0037 memory: 588 2022/08/07 02:48:13 - mmengine - INFO - Epoch(val) [14][5600/6282] eta: 0:00:27 time: 0.0408 data_time: 0.0058 memory: 588 2022/08/07 02:48:14 - mmengine - INFO - Epoch(val) [14][5620/6282] eta: 0:00:24 time: 0.0377 data_time: 0.0028 memory: 588 2022/08/07 02:48:15 - mmengine - INFO - Epoch(val) [14][5640/6282] eta: 0:00:23 time: 0.0373 data_time: 0.0042 memory: 577 2022/08/07 02:48:16 - mmengine - INFO - Epoch(val) [14][5660/6282] eta: 0:00:24 time: 0.0393 data_time: 0.0044 memory: 577 2022/08/07 02:48:17 - mmengine - INFO - Epoch(val) [14][5680/6282] eta: 0:00:22 time: 0.0378 data_time: 0.0035 memory: 577 2022/08/07 02:48:17 - mmengine - INFO - Epoch(val) [14][5700/6282] eta: 0:00:22 time: 0.0384 data_time: 0.0037 memory: 577 2022/08/07 02:48:18 - mmengine - INFO - Epoch(val) [14][5720/6282] eta: 0:00:23 time: 0.0412 data_time: 0.0047 memory: 594 2022/08/07 02:48:19 - mmengine - INFO - Epoch(val) [14][5740/6282] eta: 0:00:22 time: 0.0407 data_time: 0.0053 memory: 594 2022/08/07 02:48:20 - mmengine - INFO - Epoch(val) [14][5760/6282] eta: 0:00:19 time: 0.0382 data_time: 0.0031 memory: 594 2022/08/07 02:48:21 - mmengine - INFO - Epoch(val) [14][5780/6282] eta: 0:00:19 time: 0.0392 data_time: 0.0039 memory: 594 2022/08/07 02:48:21 - mmengine - INFO - Epoch(val) [14][5800/6282] eta: 0:00:18 time: 0.0393 data_time: 0.0031 memory: 594 2022/08/07 02:48:22 - mmengine - INFO - Epoch(val) [14][5820/6282] eta: 0:00:18 time: 0.0396 data_time: 0.0044 memory: 594 2022/08/07 02:48:23 - mmengine - INFO - Epoch(val) [14][5840/6282] eta: 0:00:17 time: 0.0392 data_time: 0.0045 memory: 588 2022/08/07 02:48:24 - mmengine - INFO - Epoch(val) [14][5860/6282] eta: 0:00:29 time: 0.0691 data_time: 0.0052 memory: 588 2022/08/07 02:48:25 - mmengine - INFO - Epoch(val) [14][5880/6282] eta: 0:00:15 time: 0.0387 data_time: 0.0041 memory: 588 2022/08/07 02:48:26 - mmengine - INFO - Epoch(val) [14][5900/6282] eta: 0:00:15 time: 0.0398 data_time: 0.0044 memory: 588 2022/08/07 02:48:27 - mmengine - INFO - Epoch(val) [14][5920/6282] eta: 0:00:14 time: 0.0395 data_time: 0.0060 memory: 588 2022/08/07 02:48:28 - mmengine - INFO - Epoch(val) [14][5940/6282] eta: 0:00:12 time: 0.0376 data_time: 0.0047 memory: 577 2022/08/07 02:48:28 - mmengine - INFO - Epoch(val) [14][5960/6282] eta: 0:00:13 time: 0.0423 data_time: 0.0041 memory: 577 2022/08/07 02:48:29 - mmengine - INFO - Epoch(val) [14][5980/6282] eta: 0:00:11 time: 0.0380 data_time: 0.0049 memory: 577 2022/08/07 02:48:30 - mmengine - INFO - Epoch(val) [14][6000/6282] eta: 0:00:12 time: 0.0452 data_time: 0.0060 memory: 606 2022/08/07 02:48:31 - mmengine - INFO - Epoch(val) [14][6020/6282] eta: 0:00:11 time: 0.0446 data_time: 0.0066 memory: 606 2022/08/07 02:48:32 - mmengine - INFO - Epoch(val) [14][6040/6282] eta: 0:00:09 time: 0.0386 data_time: 0.0052 memory: 606 2022/08/07 02:48:33 - mmengine - INFO - Epoch(val) [14][6060/6282] eta: 0:00:09 time: 0.0417 data_time: 0.0062 memory: 606 2022/08/07 02:48:34 - mmengine - INFO - Epoch(val) [14][6080/6282] eta: 0:00:08 time: 0.0416 data_time: 0.0054 memory: 606 2022/08/07 02:48:34 - mmengine - INFO - Epoch(val) [14][6100/6282] eta: 0:00:09 time: 0.0514 data_time: 0.0122 memory: 606 2022/08/07 02:48:35 - mmengine - INFO - Epoch(val) [14][6120/6282] eta: 0:00:06 time: 0.0431 data_time: 0.0053 memory: 606 2022/08/07 02:48:36 - mmengine - INFO - Epoch(val) [14][6140/6282] eta: 0:00:05 time: 0.0362 data_time: 0.0048 memory: 606 2022/08/07 02:48:37 - mmengine - INFO - Epoch(val) [14][6160/6282] eta: 0:00:03 time: 0.0325 data_time: 0.0028 memory: 606 2022/08/07 02:48:37 - mmengine - INFO - Epoch(val) [14][6180/6282] eta: 0:00:02 time: 0.0271 data_time: 0.0024 memory: 606 2022/08/07 02:48:38 - mmengine - INFO - Epoch(val) [14][6200/6282] eta: 0:00:01 time: 0.0234 data_time: 0.0017 memory: 606 2022/08/07 02:48:38 - mmengine - INFO - Epoch(val) [14][6220/6282] eta: 0:00:01 time: 0.0199 data_time: 0.0013 memory: 606 2022/08/07 02:48:39 - mmengine - INFO - Epoch(val) [14][6240/6282] eta: 0:00:00 time: 0.0200 data_time: 0.0013 memory: 606 2022/08/07 02:48:39 - mmengine - INFO - Epoch(val) [14][6260/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0012 memory: 606 2022/08/07 02:48:39 - mmengine - INFO - Epoch(val) [14][6280/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0013 memory: 606 2022/08/07 02:52:21 - mmengine - INFO - Epoch(val) [14][6282/6282] mAP/mAP@0.5IOU: 0.2078 2022/08/07 02:52:29 - mmengine - INFO - Epoch(train) [15][20/1441] lr: 2.0000e-02 eta: 0:56:55 time: 0.4042 data_time: 0.0395 memory: 8503 grad_norm: 0.1228 recall@thr=0.5: 0.6976 prec@thr=0.5: 0.7744 recall@top3: 0.7878 prec@top3: 0.6098 recall@top5: 0.9455 prec@top5: 0.4732 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 02:52:37 - mmengine - INFO - Epoch(train) [15][40/1441] lr: 2.0000e-02 eta: 0:56:47 time: 0.3832 data_time: 0.0159 memory: 8503 grad_norm: 0.1290 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.8258 recall@top3: 0.8523 prec@top3: 0.6364 recall@top5: 0.9470 prec@top5: 0.4364 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 02:52:45 - mmengine - INFO - Epoch(train) [15][60/1441] lr: 2.0000e-02 eta: 0:56:39 time: 0.3992 data_time: 0.0255 memory: 8503 grad_norm: 0.1275 recall@thr=0.5: 0.7281 prec@thr=0.5: 0.7796 recall@top3: 0.7563 prec@top3: 0.5852 recall@top5: 0.9037 prec@top5: 0.4444 loss_action_cls: 0.0380 loss: 0.0380 2022/08/07 02:52:53 - mmengine - INFO - Epoch(train) [15][80/1441] lr: 2.0000e-02 eta: 0:56:31 time: 0.3941 data_time: 0.0166 memory: 8503 grad_norm: 0.1255 recall@thr=0.5: 0.7049 prec@thr=0.5: 0.8333 recall@top3: 0.8471 prec@top3: 0.7778 recall@top5: 0.9771 prec@top5: 0.5569 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 02:53:01 - mmengine - INFO - Epoch(train) [15][100/1441] lr: 2.0000e-02 eta: 0:56:23 time: 0.3980 data_time: 0.0237 memory: 8503 grad_norm: 0.1281 recall@thr=0.5: 0.7522 prec@thr=0.5: 0.8860 recall@top3: 0.8311 prec@top3: 0.6667 recall@top5: 0.9408 prec@top5: 0.4737 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 02:53:09 - mmengine - INFO - Epoch(train) [15][120/1441] lr: 2.0000e-02 eta: 0:56:15 time: 0.3925 data_time: 0.0160 memory: 8503 grad_norm: 0.1296 recall@thr=0.5: 0.5500 prec@thr=0.5: 0.6708 recall@top3: 0.7292 prec@top3: 0.5583 recall@top5: 0.9083 prec@top5: 0.4100 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 02:53:17 - mmengine - INFO - Epoch(train) [15][140/1441] lr: 2.0000e-02 eta: 0:56:07 time: 0.4246 data_time: 0.0241 memory: 8503 grad_norm: 0.1237 recall@thr=0.5: 0.8385 prec@thr=0.5: 0.8559 recall@top3: 0.9010 prec@top3: 0.7153 recall@top5: 0.9826 prec@top5: 0.4750 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 02:53:25 - mmengine - INFO - Epoch(train) [15][160/1441] lr: 2.0000e-02 eta: 0:55:59 time: 0.3699 data_time: 0.0180 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.6175 prec@thr=0.5: 0.7417 recall@top3: 0.7342 prec@top3: 0.6333 recall@top5: 0.8963 prec@top5: 0.4650 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 02:53:32 - mmengine - INFO - Epoch(train) [15][180/1441] lr: 2.0000e-02 eta: 0:55:51 time: 0.3754 data_time: 0.0257 memory: 8503 grad_norm: 0.1271 recall@thr=0.5: 0.8073 prec@thr=0.5: 0.8785 recall@top3: 0.8906 prec@top3: 0.7778 recall@top5: 0.9931 prec@top5: 0.5208 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 02:53:40 - mmengine - INFO - Epoch(train) [15][200/1441] lr: 2.0000e-02 eta: 0:55:43 time: 0.4085 data_time: 0.0175 memory: 8503 grad_norm: 0.1276 recall@thr=0.5: 0.7528 prec@thr=0.5: 0.7917 recall@top3: 0.8090 prec@top3: 0.7847 recall@top5: 0.9226 prec@top5: 0.5542 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 02:53:48 - mmengine - INFO - Epoch(train) [15][220/1441] lr: 2.0000e-02 eta: 0:55:35 time: 0.4007 data_time: 0.0242 memory: 8503 grad_norm: 0.1272 recall@thr=0.5: 0.7795 prec@thr=0.5: 0.9147 recall@top3: 0.8961 prec@top3: 0.7907 recall@top5: 0.9578 prec@top5: 0.5163 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 02:53:56 - mmengine - INFO - Epoch(train) [15][240/1441] lr: 2.0000e-02 eta: 0:55:27 time: 0.3835 data_time: 0.0181 memory: 8503 grad_norm: 0.1320 recall@thr=0.5: 0.7271 prec@thr=0.5: 0.7025 recall@top3: 0.8979 prec@top3: 0.6917 recall@top5: 0.9625 prec@top5: 0.4550 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 02:54:04 - mmengine - INFO - Epoch(train) [15][260/1441] lr: 2.0000e-02 eta: 0:55:19 time: 0.4009 data_time: 0.0248 memory: 8503 grad_norm: 0.1305 recall@thr=0.5: 0.7692 prec@thr=0.5: 0.7853 recall@top3: 0.8013 prec@top3: 0.6282 recall@top5: 0.9103 prec@top5: 0.4192 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 02:54:12 - mmengine - INFO - Epoch(train) [15][280/1441] lr: 2.0000e-02 eta: 0:55:11 time: 0.3915 data_time: 0.0184 memory: 8503 grad_norm: 0.1292 recall@thr=0.5: 0.8228 prec@thr=0.5: 0.7692 recall@top3: 0.8724 prec@top3: 0.6154 recall@top5: 0.9696 prec@top5: 0.4192 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 02:54:19 - mmengine - INFO - Epoch(train) [15][300/1441] lr: 2.0000e-02 eta: 0:55:03 time: 0.3879 data_time: 0.0255 memory: 8503 grad_norm: 0.1257 recall@thr=0.5: 0.7317 prec@thr=0.5: 0.7927 recall@top3: 0.7610 prec@top3: 0.6016 recall@top5: 0.9431 prec@top5: 0.4390 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 02:54:27 - mmengine - INFO - Epoch(train) [15][320/1441] lr: 2.0000e-02 eta: 0:54:56 time: 0.3971 data_time: 0.0176 memory: 8503 grad_norm: 0.1283 recall@thr=0.5: 0.7434 prec@thr=0.5: 0.7579 recall@top3: 0.8346 prec@top3: 0.6541 recall@top5: 0.9129 prec@top5: 0.4453 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 02:54:35 - mmengine - INFO - Epoch(train) [15][340/1441] lr: 2.0000e-02 eta: 0:54:47 time: 0.3737 data_time: 0.0224 memory: 8503 grad_norm: 0.1263 recall@thr=0.5: 0.5857 prec@thr=0.5: 0.7476 recall@top3: 0.7571 prec@top3: 0.5333 recall@top5: 0.9381 prec@top5: 0.4171 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 02:54:43 - mmengine - INFO - Epoch(train) [15][360/1441] lr: 2.0000e-02 eta: 0:54:40 time: 0.3890 data_time: 0.0165 memory: 8503 grad_norm: 0.1264 recall@thr=0.5: 0.7837 prec@thr=0.5: 0.8709 recall@top3: 0.7992 prec@top3: 0.7442 recall@top5: 0.9791 prec@top5: 0.5674 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 02:54:50 - mmengine - INFO - Epoch(train) [15][380/1441] lr: 2.0000e-02 eta: 0:54:31 time: 0.3704 data_time: 0.0237 memory: 8503 grad_norm: 0.1290 recall@thr=0.5: 0.7317 prec@thr=0.5: 0.7602 recall@top3: 0.8455 prec@top3: 0.5935 recall@top5: 0.9512 prec@top5: 0.4098 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 02:54:58 - mmengine - INFO - Epoch(train) [15][400/1441] lr: 2.0000e-02 eta: 0:54:24 time: 0.4136 data_time: 0.0173 memory: 8503 grad_norm: 0.1278 recall@thr=0.5: 0.7296 prec@thr=0.5: 0.7908 recall@top3: 0.8027 prec@top3: 0.7143 recall@top5: 0.9133 prec@top5: 0.4939 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 02:55:06 - mmengine - INFO - Epoch(train) [15][420/1441] lr: 2.0000e-02 eta: 0:54:16 time: 0.3774 data_time: 0.0294 memory: 8503 grad_norm: 0.1296 recall@thr=0.5: 0.8556 prec@thr=0.5: 0.8667 recall@top3: 0.8963 prec@top3: 0.6741 recall@top5: 0.9667 prec@top5: 0.4489 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 02:55:13 - mmengine - INFO - Epoch(train) [15][440/1441] lr: 2.0000e-02 eta: 0:54:07 time: 0.3694 data_time: 0.0164 memory: 8503 grad_norm: 0.1245 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.8566 recall@top3: 0.7868 prec@top3: 0.6357 recall@top5: 0.8721 prec@top5: 0.4372 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 02:55:21 - mmengine - INFO - Epoch(train) [15][460/1441] lr: 2.0000e-02 eta: 0:54:00 time: 0.4090 data_time: 0.0261 memory: 8503 grad_norm: 0.1261 recall@thr=0.5: 0.6862 prec@thr=0.5: 0.7098 recall@top3: 0.7753 prec@top3: 0.5920 recall@top5: 0.9287 prec@top5: 0.4207 loss_action_cls: 0.0394 loss: 0.0394 2022/08/07 02:55:29 - mmengine - INFO - Epoch(train) [15][480/1441] lr: 2.0000e-02 eta: 0:53:51 time: 0.3682 data_time: 0.0166 memory: 8503 grad_norm: 0.1287 recall@thr=0.5: 0.6590 prec@thr=0.5: 0.8102 recall@top3: 0.8164 prec@top3: 0.7160 recall@top5: 0.9660 prec@top5: 0.5259 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 02:55:37 - mmengine - INFO - Epoch(train) [15][500/1441] lr: 2.0000e-02 eta: 0:53:44 time: 0.4116 data_time: 0.0231 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.6312 prec@thr=0.5: 0.7305 recall@top3: 0.8191 prec@top3: 0.6525 recall@top5: 0.9149 prec@top5: 0.4426 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 02:55:45 - mmengine - INFO - Epoch(train) [15][520/1441] lr: 2.0000e-02 eta: 0:53:36 time: 0.3781 data_time: 0.0200 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.7497 prec@thr=0.5: 0.8333 recall@top3: 0.8218 prec@top3: 0.6395 recall@top5: 0.9517 prec@top5: 0.4367 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 02:55:52 - mmengine - INFO - Epoch(train) [15][540/1441] lr: 2.0000e-02 eta: 0:53:28 time: 0.3757 data_time: 0.0218 memory: 8503 grad_norm: 0.1270 recall@thr=0.5: 0.7300 prec@thr=0.5: 0.7800 recall@top3: 0.8433 prec@top3: 0.7200 recall@top5: 0.9433 prec@top5: 0.4840 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 02:56:01 - mmengine - INFO - Epoch(train) [15][560/1441] lr: 2.0000e-02 eta: 0:53:20 time: 0.4160 data_time: 0.0270 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.7790 prec@thr=0.5: 0.8109 recall@top3: 0.8297 prec@top3: 0.7029 recall@top5: 0.9511 prec@top5: 0.4870 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 02:56:08 - mmengine - INFO - Epoch(train) [15][580/1441] lr: 2.0000e-02 eta: 0:53:12 time: 0.3837 data_time: 0.0216 memory: 8503 grad_norm: 0.1291 recall@thr=0.5: 0.5947 prec@thr=0.5: 0.6538 recall@top3: 0.7708 prec@top3: 0.5909 recall@top5: 0.8750 prec@top5: 0.4045 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 02:56:16 - mmengine - INFO - Epoch(train) [15][600/1441] lr: 2.0000e-02 eta: 0:53:04 time: 0.3938 data_time: 0.0259 memory: 8503 grad_norm: 0.1308 recall@thr=0.5: 0.8294 prec@thr=0.5: 0.7611 recall@top3: 0.8849 prec@top3: 0.5476 recall@top5: 0.9762 prec@top5: 0.3762 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 02:56:24 - mmengine - INFO - Epoch(train) [15][620/1441] lr: 2.0000e-02 eta: 0:52:56 time: 0.3777 data_time: 0.0247 memory: 8503 grad_norm: 0.1316 recall@thr=0.5: 0.8140 prec@thr=0.5: 0.8364 recall@top3: 0.8818 prec@top3: 0.7132 recall@top5: 0.9729 prec@top5: 0.4837 loss_action_cls: 0.0388 loss: 0.0388 2022/08/07 02:56:31 - mmengine - INFO - Epoch(train) [15][640/1441] lr: 2.0000e-02 eta: 0:52:48 time: 0.3681 data_time: 0.0226 memory: 8503 grad_norm: 0.1279 recall@thr=0.5: 0.7837 prec@thr=0.5: 0.8510 recall@top3: 0.8494 prec@top3: 0.7500 recall@top5: 0.9359 prec@top5: 0.5038 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 02:56:39 - mmengine - INFO - Epoch(train) [15][660/1441] lr: 2.0000e-02 eta: 0:52:40 time: 0.3994 data_time: 0.0267 memory: 8503 grad_norm: 0.1289 recall@thr=0.5: 0.8121 prec@thr=0.5: 0.7742 recall@top3: 0.8348 prec@top3: 0.5909 recall@top5: 0.9227 prec@top5: 0.4045 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 02:56:46 - mmengine - INFO - Epoch(train) [15][680/1441] lr: 2.0000e-02 eta: 0:52:32 time: 0.3724 data_time: 0.0220 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.7132 prec@thr=0.5: 0.7171 recall@top3: 0.8391 prec@top3: 0.6667 recall@top5: 0.9535 prec@top5: 0.4651 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 02:56:54 - mmengine - INFO - Epoch(train) [15][700/1441] lr: 2.0000e-02 eta: 0:52:24 time: 0.3778 data_time: 0.0241 memory: 8503 grad_norm: 0.1312 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8289 recall@top3: 0.8884 prec@top3: 0.7321 recall@top5: 0.9494 prec@top5: 0.4857 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 02:57:02 - mmengine - INFO - Epoch(train) [15][720/1441] lr: 2.0000e-02 eta: 0:52:16 time: 0.4084 data_time: 0.0243 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.6983 prec@thr=0.5: 0.8583 recall@top3: 0.7583 prec@top3: 0.7733 recall@top5: 0.9400 prec@top5: 0.5760 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 02:57:10 - mmengine - INFO - Epoch(train) [15][740/1441] lr: 2.0000e-02 eta: 0:52:08 time: 0.3779 data_time: 0.0212 memory: 8503 grad_norm: 0.1323 recall@thr=0.5: 0.7224 prec@thr=0.5: 0.7877 recall@top3: 0.7596 prec@top3: 0.6930 recall@top5: 0.9456 prec@top5: 0.5421 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 02:57:18 - mmengine - INFO - Epoch(train) [15][760/1441] lr: 2.0000e-02 eta: 0:52:00 time: 0.4094 data_time: 0.0263 memory: 8503 grad_norm: 0.1278 recall@thr=0.5: 0.8377 prec@thr=0.5: 0.8816 recall@top3: 0.9079 prec@top3: 0.7719 recall@top5: 0.9583 prec@top5: 0.5000 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 02:57:26 - mmengine - INFO - Epoch(train) [15][780/1441] lr: 2.0000e-02 eta: 0:51:52 time: 0.3883 data_time: 0.0203 memory: 8503 grad_norm: 0.1316 recall@thr=0.5: 0.7754 prec@thr=0.5: 0.7174 recall@top3: 0.8431 prec@top3: 0.6304 recall@top5: 0.9583 prec@top5: 0.4522 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 02:57:33 - mmengine - INFO - Epoch(train) [15][800/1441] lr: 2.0000e-02 eta: 0:51:44 time: 0.3802 data_time: 0.0217 memory: 8503 grad_norm: 0.1280 recall@thr=0.5: 0.7803 prec@thr=0.5: 0.7614 recall@top3: 0.8144 prec@top3: 0.5227 recall@top5: 0.9167 prec@top5: 0.3727 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 02:57:42 - mmengine - INFO - Epoch(train) [15][820/1441] lr: 2.0000e-02 eta: 0:51:36 time: 0.4351 data_time: 0.0294 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.7009 prec@thr=0.5: 0.7991 recall@top3: 0.8291 prec@top3: 0.6325 recall@top5: 0.9530 prec@top5: 0.4410 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 02:57:44 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 02:57:50 - mmengine - INFO - Epoch(train) [15][840/1441] lr: 2.0000e-02 eta: 0:51:28 time: 0.3898 data_time: 0.0232 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.8621 prec@thr=0.5: 0.8736 recall@top3: 0.8922 prec@top3: 0.6724 recall@top5: 0.9612 prec@top5: 0.4414 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 02:57:58 - mmengine - INFO - Epoch(train) [15][860/1441] lr: 2.0000e-02 eta: 0:51:21 time: 0.4151 data_time: 0.0214 memory: 8503 grad_norm: 0.1302 recall@thr=0.5: 0.6883 prec@thr=0.5: 0.7992 recall@top3: 0.7886 prec@top3: 0.6818 recall@top5: 0.9095 prec@top5: 0.4773 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 02:58:06 - mmengine - INFO - Epoch(train) [15][880/1441] lr: 2.0000e-02 eta: 0:51:13 time: 0.3774 data_time: 0.0212 memory: 8503 grad_norm: 0.1296 recall@thr=0.5: 0.7017 prec@thr=0.5: 0.8233 recall@top3: 0.8357 prec@top3: 0.7333 recall@top5: 0.9337 prec@top5: 0.5080 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 02:58:13 - mmengine - INFO - Epoch(train) [15][900/1441] lr: 2.0000e-02 eta: 0:51:05 time: 0.3857 data_time: 0.0248 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.6846 prec@thr=0.5: 0.8462 recall@top3: 0.7624 prec@top3: 0.6838 recall@top5: 0.9521 prec@top5: 0.5128 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 02:58:21 - mmengine - INFO - Epoch(train) [15][920/1441] lr: 2.0000e-02 eta: 0:50:57 time: 0.4054 data_time: 0.0255 memory: 8503 grad_norm: 0.1306 recall@thr=0.5: 0.7148 prec@thr=0.5: 0.8302 recall@top3: 0.8258 prec@top3: 0.6667 recall@top5: 0.9805 prec@top5: 0.4943 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 02:58:29 - mmengine - INFO - Epoch(train) [15][940/1441] lr: 2.0000e-02 eta: 0:50:49 time: 0.3984 data_time: 0.0380 memory: 8503 grad_norm: 0.1290 recall@thr=0.5: 0.7074 prec@thr=0.5: 0.8185 recall@top3: 0.8481 prec@top3: 0.7185 recall@top5: 0.9426 prec@top5: 0.4933 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 02:58:37 - mmengine - INFO - Epoch(train) [15][960/1441] lr: 2.0000e-02 eta: 0:50:41 time: 0.4031 data_time: 0.0252 memory: 8503 grad_norm: 0.1275 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.8079 recall@top3: 0.8167 prec@top3: 0.7006 recall@top5: 0.9415 prec@top5: 0.4881 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 02:58:45 - mmengine - INFO - Epoch(train) [15][980/1441] lr: 2.0000e-02 eta: 0:50:33 time: 0.3943 data_time: 0.0269 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.7611 prec@thr=0.5: 0.8056 recall@top3: 0.8000 prec@top3: 0.7460 recall@top5: 0.9325 prec@top5: 0.5381 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 02:58:53 - mmengine - INFO - Epoch(train) [15][1000/1441] lr: 2.0000e-02 eta: 0:50:25 time: 0.4029 data_time: 0.0243 memory: 8503 grad_norm: 0.1268 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.8087 recall@top3: 0.8464 prec@top3: 0.7198 recall@top5: 0.9534 prec@top5: 0.5043 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 02:59:01 - mmengine - INFO - Epoch(train) [15][1020/1441] lr: 2.0000e-02 eta: 0:50:17 time: 0.3775 data_time: 0.0219 memory: 8503 grad_norm: 0.1334 recall@thr=0.5: 0.6432 prec@thr=0.5: 0.7308 recall@top3: 0.7735 prec@top3: 0.6068 recall@top5: 0.9017 prec@top5: 0.4359 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 02:59:09 - mmengine - INFO - Epoch(train) [15][1040/1441] lr: 2.0000e-02 eta: 0:50:09 time: 0.4080 data_time: 0.0215 memory: 8503 grad_norm: 0.1334 recall@thr=0.5: 0.8144 prec@thr=0.5: 0.8741 recall@top3: 0.8311 prec@top3: 0.7407 recall@top5: 0.9433 prec@top5: 0.5289 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 02:59:17 - mmengine - INFO - Epoch(train) [15][1060/1441] lr: 2.0000e-02 eta: 0:50:01 time: 0.3820 data_time: 0.0251 memory: 8503 grad_norm: 0.1312 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7805 recall@top3: 0.8415 prec@top3: 0.5366 recall@top5: 0.9512 prec@top5: 0.3756 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 02:59:25 - mmengine - INFO - Epoch(train) [15][1080/1441] lr: 2.0000e-02 eta: 0:49:53 time: 0.4024 data_time: 0.0205 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.7470 prec@thr=0.5: 0.7803 recall@top3: 0.8534 prec@top3: 0.5985 recall@top5: 0.9833 prec@top5: 0.4227 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 02:59:32 - mmengine - INFO - Epoch(train) [15][1100/1441] lr: 2.0000e-02 eta: 0:49:45 time: 0.3802 data_time: 0.0254 memory: 8503 grad_norm: 0.1314 recall@thr=0.5: 0.8401 prec@thr=0.5: 0.8649 recall@top3: 0.8941 prec@top3: 0.6937 recall@top5: 1.0000 prec@top5: 0.4865 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 02:59:41 - mmengine - INFO - Epoch(train) [15][1120/1441] lr: 2.0000e-02 eta: 0:49:38 time: 0.4182 data_time: 0.0266 memory: 8503 grad_norm: 0.1316 recall@thr=0.5: 0.8171 prec@thr=0.5: 0.8699 recall@top3: 0.8699 prec@top3: 0.6748 recall@top5: 0.9512 prec@top5: 0.4537 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 02:59:49 - mmengine - INFO - Epoch(train) [15][1140/1441] lr: 2.0000e-02 eta: 0:49:30 time: 0.3908 data_time: 0.0211 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.7539 prec@thr=0.5: 0.8004 recall@top3: 0.8295 prec@top3: 0.6434 recall@top5: 0.9612 prec@top5: 0.4512 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 02:59:57 - mmengine - INFO - Epoch(train) [15][1160/1441] lr: 2.0000e-02 eta: 0:49:22 time: 0.3971 data_time: 0.0208 memory: 8503 grad_norm: 0.1267 recall@thr=0.5: 0.7448 prec@thr=0.5: 0.8963 recall@top3: 0.8193 prec@top3: 0.7630 recall@top5: 0.9800 prec@top5: 0.5378 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 03:00:05 - mmengine - INFO - Epoch(train) [15][1180/1441] lr: 2.0000e-02 eta: 0:49:14 time: 0.3974 data_time: 0.0206 memory: 8503 grad_norm: 0.1310 recall@thr=0.5: 0.8803 prec@thr=0.5: 0.9316 recall@top3: 0.8974 prec@top3: 0.7265 recall@top5: 0.9829 prec@top5: 0.4974 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 03:00:12 - mmengine - INFO - Epoch(train) [15][1200/1441] lr: 2.0000e-02 eta: 0:49:06 time: 0.3854 data_time: 0.0226 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.7182 prec@thr=0.5: 0.7333 recall@top3: 0.8394 prec@top3: 0.6667 recall@top5: 0.9727 prec@top5: 0.4582 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 03:00:21 - mmengine - INFO - Epoch(train) [15][1220/1441] lr: 2.0000e-02 eta: 0:48:58 time: 0.4348 data_time: 0.0249 memory: 8503 grad_norm: 0.1345 recall@thr=0.5: 0.6875 prec@thr=0.5: 0.7311 recall@top3: 0.7936 prec@top3: 0.6591 recall@top5: 0.9508 prec@top5: 0.4909 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 03:00:29 - mmengine - INFO - Epoch(train) [15][1240/1441] lr: 2.0000e-02 eta: 0:48:50 time: 0.3942 data_time: 0.0205 memory: 8503 grad_norm: 0.1304 recall@thr=0.5: 0.8411 prec@thr=0.5: 0.9302 recall@top3: 0.9271 prec@top3: 0.8372 recall@top5: 0.9690 prec@top5: 0.5349 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 03:00:37 - mmengine - INFO - Epoch(train) [15][1260/1441] lr: 2.0000e-02 eta: 0:48:43 time: 0.4257 data_time: 0.0249 memory: 8503 grad_norm: 0.1291 recall@thr=0.5: 0.6294 prec@thr=0.5: 0.7288 recall@top3: 0.7745 prec@top3: 0.6909 recall@top5: 0.9312 prec@top5: 0.4982 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 03:00:45 - mmengine - INFO - Epoch(train) [15][1280/1441] lr: 2.0000e-02 eta: 0:48:35 time: 0.3844 data_time: 0.0231 memory: 8503 grad_norm: 0.1297 recall@thr=0.5: 0.9000 prec@thr=0.5: 0.8259 recall@top3: 0.9111 prec@top3: 0.7185 recall@top5: 0.9926 prec@top5: 0.4756 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 03:00:53 - mmengine - INFO - Epoch(train) [15][1300/1441] lr: 2.0000e-02 eta: 0:48:27 time: 0.3875 data_time: 0.0233 memory: 8503 grad_norm: 0.1277 recall@thr=0.5: 0.6131 prec@thr=0.5: 0.7738 recall@top3: 0.7440 prec@top3: 0.6667 recall@top5: 0.8829 prec@top5: 0.4905 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 03:01:01 - mmengine - INFO - Epoch(train) [15][1320/1441] lr: 2.0000e-02 eta: 0:48:19 time: 0.4109 data_time: 0.0244 memory: 8503 grad_norm: 0.1267 recall@thr=0.5: 0.7940 prec@thr=0.5: 0.8214 recall@top3: 0.8679 prec@top3: 0.7460 recall@top5: 0.9683 prec@top5: 0.5190 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 03:01:09 - mmengine - INFO - Epoch(train) [15][1340/1441] lr: 2.0000e-02 eta: 0:48:11 time: 0.3830 data_time: 0.0217 memory: 8503 grad_norm: 0.1274 recall@thr=0.5: 0.7677 prec@thr=0.5: 0.8538 recall@top3: 0.8541 prec@top3: 0.7179 recall@top5: 0.9508 prec@top5: 0.4862 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 03:01:17 - mmengine - INFO - Epoch(train) [15][1360/1441] lr: 2.0000e-02 eta: 0:48:03 time: 0.4118 data_time: 0.0255 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.7976 recall@top3: 0.8155 prec@top3: 0.6349 recall@top5: 0.9762 prec@top5: 0.4905 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 03:01:24 - mmengine - INFO - Epoch(train) [15][1380/1441] lr: 2.0000e-02 eta: 0:47:55 time: 0.3783 data_time: 0.0249 memory: 8503 grad_norm: 0.1300 recall@thr=0.5: 0.7821 prec@thr=0.5: 0.7479 recall@top3: 0.8633 prec@top3: 0.6167 recall@top5: 0.9525 prec@top5: 0.4350 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 03:01:32 - mmengine - INFO - Epoch(train) [15][1400/1441] lr: 2.0000e-02 eta: 0:47:47 time: 0.3803 data_time: 0.0220 memory: 8503 grad_norm: 0.1289 recall@thr=0.5: 0.7035 prec@thr=0.5: 0.8760 recall@top3: 0.8198 prec@top3: 0.7752 recall@top5: 0.9632 prec@top5: 0.5581 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 03:01:40 - mmengine - INFO - Epoch(train) [15][1420/1441] lr: 2.0000e-02 eta: 0:47:39 time: 0.4132 data_time: 0.0260 memory: 8503 grad_norm: 0.1313 recall@thr=0.5: 0.7713 prec@thr=0.5: 0.7926 recall@top3: 0.8014 prec@top3: 0.7305 recall@top5: 0.9610 prec@top5: 0.5489 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 03:01:48 - mmengine - INFO - Epoch(train) [15][1440/1441] lr: 2.0000e-02 eta: 0:47:31 time: 0.3778 data_time: 0.0216 memory: 8503 grad_norm: 0.1287 recall@thr=0.5: 0.6458 prec@thr=0.5: 0.7274 recall@top3: 0.7101 prec@top3: 0.6319 recall@top5: 0.9549 prec@top5: 0.5000 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 03:01:48 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 03:01:48 - mmengine - INFO - Epoch(train) [15][1441/1441] lr: 2.0000e-02 eta: 0:47:31 time: 0.3682 data_time: 0.0223 memory: 4495 grad_norm: 0.1315 recall@thr=0.5: 0.7727 prec@thr=0.5: 0.7462 recall@top3: 0.8561 prec@top3: 0.6212 recall@top5: 1.0000 prec@top5: 0.4545 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 03:01:48 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/08/07 03:01:54 - mmengine - INFO - Epoch(val) [15][20/6282] eta: 0:04:32 time: 0.0434 data_time: 0.0065 memory: 560 2022/08/07 03:01:55 - mmengine - INFO - Epoch(val) [15][40/6282] eta: 0:03:54 time: 0.0376 data_time: 0.0044 memory: 560 2022/08/07 03:01:56 - mmengine - INFO - Epoch(val) [15][60/6282] eta: 0:04:17 time: 0.0415 data_time: 0.0037 memory: 560 2022/08/07 03:01:57 - mmengine - INFO - Epoch(val) [15][80/6282] eta: 0:04:41 time: 0.0453 data_time: 0.0045 memory: 560 2022/08/07 03:01:58 - mmengine - INFO - Epoch(val) [15][100/6282] eta: 0:04:25 time: 0.0429 data_time: 0.0061 memory: 560 2022/08/07 03:01:59 - mmengine - INFO - Epoch(val) [15][120/6282] eta: 0:04:26 time: 0.0432 data_time: 0.0039 memory: 606 2022/08/07 03:01:59 - mmengine - INFO - Epoch(val) [15][140/6282] eta: 0:04:24 time: 0.0431 data_time: 0.0039 memory: 606 2022/08/07 03:02:00 - mmengine - INFO - Epoch(val) [15][160/6282] eta: 0:04:31 time: 0.0443 data_time: 0.0052 memory: 606 2022/08/07 03:02:01 - mmengine - INFO - Epoch(val) [15][180/6282] eta: 0:04:20 time: 0.0427 data_time: 0.0055 memory: 606 2022/08/07 03:02:02 - mmengine - INFO - Epoch(val) [15][200/6282] eta: 0:04:21 time: 0.0430 data_time: 0.0052 memory: 606 2022/08/07 03:02:03 - mmengine - INFO - Epoch(val) [15][220/6282] eta: 0:04:02 time: 0.0400 data_time: 0.0030 memory: 577 2022/08/07 03:02:04 - mmengine - INFO - Epoch(val) [15][240/6282] eta: 0:04:03 time: 0.0403 data_time: 0.0031 memory: 577 2022/08/07 03:02:05 - mmengine - INFO - Epoch(val) [15][260/6282] eta: 0:07:00 time: 0.0699 data_time: 0.0056 memory: 577 2022/08/07 03:02:06 - mmengine - INFO - Epoch(val) [15][280/6282] eta: 0:03:56 time: 0.0394 data_time: 0.0046 memory: 577 2022/08/07 03:02:07 - mmengine - INFO - Epoch(val) [15][300/6282] eta: 0:04:10 time: 0.0418 data_time: 0.0045 memory: 606 2022/08/07 03:02:08 - mmengine - INFO - Epoch(val) [15][320/6282] eta: 0:04:01 time: 0.0404 data_time: 0.0051 memory: 606 2022/08/07 03:02:08 - mmengine - INFO - Epoch(val) [15][340/6282] eta: 0:03:59 time: 0.0402 data_time: 0.0034 memory: 606 2022/08/07 03:02:09 - mmengine - INFO - Epoch(val) [15][360/6282] eta: 0:04:16 time: 0.0434 data_time: 0.0048 memory: 606 2022/08/07 03:02:10 - mmengine - INFO - Epoch(val) [15][380/6282] eta: 0:04:11 time: 0.0426 data_time: 0.0043 memory: 606 2022/08/07 03:02:11 - mmengine - INFO - Epoch(val) [15][400/6282] eta: 0:04:06 time: 0.0419 data_time: 0.0042 memory: 606 2022/08/07 03:02:12 - mmengine - INFO - Epoch(val) [15][420/6282] eta: 0:03:49 time: 0.0391 data_time: 0.0048 memory: 579 2022/08/07 03:02:13 - mmengine - INFO - Epoch(val) [15][440/6282] eta: 0:03:52 time: 0.0398 data_time: 0.0036 memory: 579 2022/08/07 03:02:13 - mmengine - INFO - Epoch(val) [15][460/6282] eta: 0:03:40 time: 0.0378 data_time: 0.0041 memory: 579 2022/08/07 03:02:14 - mmengine - INFO - Epoch(val) [15][480/6282] eta: 0:03:51 time: 0.0399 data_time: 0.0028 memory: 579 2022/08/07 03:02:15 - mmengine - INFO - Epoch(val) [15][500/6282] eta: 0:03:58 time: 0.0413 data_time: 0.0031 memory: 579 2022/08/07 03:02:16 - mmengine - INFO - Epoch(val) [15][520/6282] eta: 0:04:00 time: 0.0417 data_time: 0.0038 memory: 577 2022/08/07 03:02:17 - mmengine - INFO - Epoch(val) [15][540/6282] eta: 0:03:48 time: 0.0397 data_time: 0.0035 memory: 577 2022/08/07 03:02:18 - mmengine - INFO - Epoch(val) [15][560/6282] eta: 0:03:54 time: 0.0410 data_time: 0.0045 memory: 577 2022/08/07 03:02:18 - mmengine - INFO - Epoch(val) [15][580/6282] eta: 0:04:15 time: 0.0449 data_time: 0.0049 memory: 577 2022/08/07 03:02:19 - mmengine - INFO - Epoch(val) [15][600/6282] eta: 0:04:18 time: 0.0455 data_time: 0.0062 memory: 577 2022/08/07 03:02:20 - mmengine - INFO - Epoch(val) [15][620/6282] eta: 0:04:04 time: 0.0432 data_time: 0.0047 memory: 577 2022/08/07 03:02:21 - mmengine - INFO - Epoch(val) [15][640/6282] eta: 0:04:29 time: 0.0477 data_time: 0.0061 memory: 575 2022/08/07 03:02:22 - mmengine - INFO - Epoch(val) [15][660/6282] eta: 0:04:29 time: 0.0480 data_time: 0.0061 memory: 575 2022/08/07 03:02:23 - mmengine - INFO - Epoch(val) [15][680/6282] eta: 0:04:07 time: 0.0442 data_time: 0.0052 memory: 575 2022/08/07 03:02:24 - mmengine - INFO - Epoch(val) [15][700/6282] eta: 0:04:07 time: 0.0444 data_time: 0.0057 memory: 575 2022/08/07 03:02:25 - mmengine - INFO - Epoch(val) [15][720/6282] eta: 0:06:25 time: 0.0693 data_time: 0.0032 memory: 606 2022/08/07 03:02:26 - mmengine - INFO - Epoch(val) [15][740/6282] eta: 0:04:01 time: 0.0435 data_time: 0.0036 memory: 606 2022/08/07 03:02:27 - mmengine - INFO - Epoch(val) [15][760/6282] eta: 0:03:57 time: 0.0429 data_time: 0.0041 memory: 606 2022/08/07 03:02:28 - mmengine - INFO - Epoch(val) [15][780/6282] eta: 0:03:48 time: 0.0415 data_time: 0.0035 memory: 606 2022/08/07 03:02:29 - mmengine - INFO - Epoch(val) [15][800/6282] eta: 0:03:37 time: 0.0397 data_time: 0.0033 memory: 606 2022/08/07 03:02:30 - mmengine - INFO - Epoch(val) [15][820/6282] eta: 0:04:00 time: 0.0441 data_time: 0.0054 memory: 606 2022/08/07 03:02:31 - mmengine - INFO - Epoch(val) [15][840/6282] eta: 0:03:43 time: 0.0410 data_time: 0.0046 memory: 577 2022/08/07 03:02:31 - mmengine - INFO - Epoch(val) [15][860/6282] eta: 0:03:41 time: 0.0409 data_time: 0.0044 memory: 577 2022/08/07 03:02:32 - mmengine - INFO - Epoch(val) [15][880/6282] eta: 0:03:40 time: 0.0408 data_time: 0.0051 memory: 577 2022/08/07 03:02:33 - mmengine - INFO - Epoch(val) [15][900/6282] eta: 0:03:59 time: 0.0444 data_time: 0.0060 memory: 577 2022/08/07 03:02:34 - mmengine - INFO - Epoch(val) [15][920/6282] eta: 0:03:51 time: 0.0432 data_time: 0.0057 memory: 577 2022/08/07 03:02:35 - mmengine - INFO - Epoch(val) [15][940/6282] eta: 0:03:14 time: 0.0365 data_time: 0.0034 memory: 560 2022/08/07 03:02:36 - mmengine - INFO - Epoch(val) [15][960/6282] eta: 0:03:34 time: 0.0404 data_time: 0.0037 memory: 560 2022/08/07 03:02:36 - mmengine - INFO - Epoch(val) [15][980/6282] eta: 0:03:27 time: 0.0391 data_time: 0.0031 memory: 560 2022/08/07 03:02:37 - mmengine - INFO - Epoch(val) [15][1000/6282] eta: 0:03:33 time: 0.0404 data_time: 0.0050 memory: 560 2022/08/07 03:02:38 - mmengine - INFO - Epoch(val) [15][1020/6282] eta: 0:03:59 time: 0.0456 data_time: 0.0049 memory: 577 2022/08/07 03:02:39 - mmengine - INFO - Epoch(val) [15][1040/6282] eta: 0:03:46 time: 0.0433 data_time: 0.0048 memory: 577 2022/08/07 03:02:40 - mmengine - INFO - Epoch(val) [15][1060/6282] eta: 0:03:39 time: 0.0420 data_time: 0.0044 memory: 577 2022/08/07 03:02:41 - mmengine - INFO - Epoch(val) [15][1080/6282] eta: 0:03:32 time: 0.0408 data_time: 0.0060 memory: 577 2022/08/07 03:02:42 - mmengine - INFO - Epoch(val) [15][1100/6282] eta: 0:04:11 time: 0.0485 data_time: 0.0052 memory: 577 2022/08/07 03:02:43 - mmengine - INFO - Epoch(val) [15][1120/6282] eta: 0:03:58 time: 0.0461 data_time: 0.0070 memory: 577 2022/08/07 03:02:44 - mmengine - INFO - Epoch(val) [15][1140/6282] eta: 0:03:51 time: 0.0450 data_time: 0.0040 memory: 577 2022/08/07 03:02:44 - mmengine - INFO - Epoch(val) [15][1160/6282] eta: 0:03:54 time: 0.0458 data_time: 0.0073 memory: 577 2022/08/07 03:02:46 - mmengine - INFO - Epoch(val) [15][1180/6282] eta: 0:07:05 time: 0.0834 data_time: 0.0058 memory: 577 2022/08/07 03:02:47 - mmengine - INFO - Epoch(val) [15][1200/6282] eta: 0:03:47 time: 0.0448 data_time: 0.0060 memory: 577 2022/08/07 03:02:48 - mmengine - INFO - Epoch(val) [15][1220/6282] eta: 0:04:07 time: 0.0488 data_time: 0.0065 memory: 577 2022/08/07 03:02:49 - mmengine - INFO - Epoch(val) [15][1240/6282] eta: 0:04:04 time: 0.0485 data_time: 0.0062 memory: 606 2022/08/07 03:02:50 - mmengine - INFO - Epoch(val) [15][1260/6282] eta: 0:04:08 time: 0.0496 data_time: 0.0083 memory: 606 2022/08/07 03:02:51 - mmengine - INFO - Epoch(val) [15][1280/6282] eta: 0:03:39 time: 0.0439 data_time: 0.0039 memory: 606 2022/08/07 03:02:52 - mmengine - INFO - Epoch(val) [15][1300/6282] eta: 0:03:32 time: 0.0426 data_time: 0.0038 memory: 606 2022/08/07 03:02:53 - mmengine - INFO - Epoch(val) [15][1320/6282] eta: 0:03:33 time: 0.0431 data_time: 0.0052 memory: 606 2022/08/07 03:02:54 - mmengine - INFO - Epoch(val) [15][1340/6282] eta: 0:03:30 time: 0.0426 data_time: 0.0046 memory: 606 2022/08/07 03:02:54 - mmengine - INFO - Epoch(val) [15][1360/6282] eta: 0:03:26 time: 0.0420 data_time: 0.0044 memory: 606 2022/08/07 03:02:55 - mmengine - INFO - Epoch(val) [15][1380/6282] eta: 0:03:36 time: 0.0443 data_time: 0.0049 memory: 606 2022/08/07 03:02:56 - mmengine - INFO - Epoch(val) [15][1400/6282] eta: 0:03:20 time: 0.0410 data_time: 0.0037 memory: 606 2022/08/07 03:02:57 - mmengine - INFO - Epoch(val) [15][1420/6282] eta: 0:03:18 time: 0.0409 data_time: 0.0036 memory: 606 2022/08/07 03:02:58 - mmengine - INFO - Epoch(val) [15][1440/6282] eta: 0:03:13 time: 0.0400 data_time: 0.0037 memory: 606 2022/08/07 03:02:59 - mmengine - INFO - Epoch(val) [15][1460/6282] eta: 0:03:13 time: 0.0401 data_time: 0.0037 memory: 606 2022/08/07 03:02:59 - mmengine - INFO - Epoch(val) [15][1480/6282] eta: 0:03:05 time: 0.0386 data_time: 0.0046 memory: 606 2022/08/07 03:03:00 - mmengine - INFO - Epoch(val) [15][1500/6282] eta: 0:03:21 time: 0.0421 data_time: 0.0044 memory: 606 2022/08/07 03:03:01 - mmengine - INFO - Epoch(val) [15][1520/6282] eta: 0:03:11 time: 0.0402 data_time: 0.0050 memory: 650 2022/08/07 03:03:02 - mmengine - INFO - Epoch(val) [15][1540/6282] eta: 0:03:15 time: 0.0412 data_time: 0.0042 memory: 650 2022/08/07 03:03:03 - mmengine - INFO - Epoch(val) [15][1560/6282] eta: 0:03:36 time: 0.0458 data_time: 0.0058 memory: 650 2022/08/07 03:03:04 - mmengine - INFO - Epoch(val) [15][1580/6282] eta: 0:03:21 time: 0.0429 data_time: 0.0047 memory: 650 2022/08/07 03:03:05 - mmengine - INFO - Epoch(val) [15][1600/6282] eta: 0:03:15 time: 0.0418 data_time: 0.0044 memory: 650 2022/08/07 03:03:06 - mmengine - INFO - Epoch(val) [15][1620/6282] eta: 0:05:16 time: 0.0678 data_time: 0.0038 memory: 650 2022/08/07 03:03:07 - mmengine - INFO - Epoch(val) [15][1640/6282] eta: 0:03:14 time: 0.0420 data_time: 0.0035 memory: 606 2022/08/07 03:03:08 - mmengine - INFO - Epoch(val) [15][1660/6282] eta: 0:03:02 time: 0.0395 data_time: 0.0049 memory: 606 2022/08/07 03:03:08 - mmengine - INFO - Epoch(val) [15][1680/6282] eta: 0:03:08 time: 0.0409 data_time: 0.0035 memory: 606 2022/08/07 03:03:09 - mmengine - INFO - Epoch(val) [15][1700/6282] eta: 0:03:40 time: 0.0482 data_time: 0.0058 memory: 606 2022/08/07 03:03:10 - mmengine - INFO - Epoch(val) [15][1720/6282] eta: 0:03:22 time: 0.0443 data_time: 0.0074 memory: 606 2022/08/07 03:03:11 - mmengine - INFO - Epoch(val) [15][1740/6282] eta: 0:03:18 time: 0.0438 data_time: 0.0036 memory: 606 2022/08/07 03:03:12 - mmengine - INFO - Epoch(val) [15][1760/6282] eta: 0:03:37 time: 0.0481 data_time: 0.0054 memory: 606 2022/08/07 03:03:13 - mmengine - INFO - Epoch(val) [15][1780/6282] eta: 0:03:20 time: 0.0444 data_time: 0.0046 memory: 606 2022/08/07 03:03:14 - mmengine - INFO - Epoch(val) [15][1800/6282] eta: 0:02:56 time: 0.0393 data_time: 0.0041 memory: 606 2022/08/07 03:03:15 - mmengine - INFO - Epoch(val) [15][1820/6282] eta: 0:03:09 time: 0.0424 data_time: 0.0051 memory: 606 2022/08/07 03:03:16 - mmengine - INFO - Epoch(val) [15][1840/6282] eta: 0:03:20 time: 0.0451 data_time: 0.0050 memory: 606 2022/08/07 03:03:17 - mmengine - INFO - Epoch(val) [15][1860/6282] eta: 0:02:57 time: 0.0401 data_time: 0.0042 memory: 606 2022/08/07 03:03:17 - mmengine - INFO - Epoch(val) [15][1880/6282] eta: 0:03:07 time: 0.0427 data_time: 0.0064 memory: 606 2022/08/07 03:03:18 - mmengine - INFO - Epoch(val) [15][1900/6282] eta: 0:03:11 time: 0.0436 data_time: 0.0048 memory: 606 2022/08/07 03:03:19 - mmengine - INFO - Epoch(val) [15][1920/6282] eta: 0:03:11 time: 0.0440 data_time: 0.0054 memory: 606 2022/08/07 03:03:20 - mmengine - INFO - Epoch(val) [15][1940/6282] eta: 0:03:04 time: 0.0424 data_time: 0.0042 memory: 606 2022/08/07 03:03:21 - mmengine - INFO - Epoch(val) [15][1960/6282] eta: 0:02:54 time: 0.0404 data_time: 0.0057 memory: 579 2022/08/07 03:03:22 - mmengine - INFO - Epoch(val) [15][1980/6282] eta: 0:02:46 time: 0.0387 data_time: 0.0037 memory: 579 2022/08/07 03:03:22 - mmengine - INFO - Epoch(val) [15][2000/6282] eta: 0:02:45 time: 0.0386 data_time: 0.0034 memory: 579 2022/08/07 03:03:23 - mmengine - INFO - Epoch(val) [15][2020/6282] eta: 0:02:44 time: 0.0387 data_time: 0.0048 memory: 579 2022/08/07 03:03:24 - mmengine - INFO - Epoch(val) [15][2040/6282] eta: 0:02:59 time: 0.0424 data_time: 0.0043 memory: 579 2022/08/07 03:03:25 - mmengine - INFO - Epoch(val) [15][2060/6282] eta: 0:04:36 time: 0.0654 data_time: 0.0035 memory: 579 2022/08/07 03:03:26 - mmengine - INFO - Epoch(val) [15][2080/6282] eta: 0:02:46 time: 0.0396 data_time: 0.0042 memory: 579 2022/08/07 03:03:27 - mmengine - INFO - Epoch(val) [15][2100/6282] eta: 0:02:50 time: 0.0408 data_time: 0.0057 memory: 579 2022/08/07 03:03:28 - mmengine - INFO - Epoch(val) [15][2120/6282] eta: 0:02:47 time: 0.0404 data_time: 0.0046 memory: 579 2022/08/07 03:03:29 - mmengine - INFO - Epoch(val) [15][2140/6282] eta: 0:02:50 time: 0.0411 data_time: 0.0043 memory: 579 2022/08/07 03:03:30 - mmengine - INFO - Epoch(val) [15][2160/6282] eta: 0:02:51 time: 0.0415 data_time: 0.0037 memory: 577 2022/08/07 03:03:30 - mmengine - INFO - Epoch(val) [15][2180/6282] eta: 0:02:42 time: 0.0397 data_time: 0.0044 memory: 577 2022/08/07 03:03:31 - mmengine - INFO - Epoch(val) [15][2200/6282] eta: 0:02:55 time: 0.0431 data_time: 0.0055 memory: 577 2022/08/07 03:03:32 - mmengine - INFO - Epoch(val) [15][2220/6282] eta: 0:02:36 time: 0.0386 data_time: 0.0036 memory: 577 2022/08/07 03:03:33 - mmengine - INFO - Epoch(val) [15][2240/6282] eta: 0:02:34 time: 0.0382 data_time: 0.0051 memory: 577 2022/08/07 03:03:34 - mmengine - INFO - Epoch(val) [15][2260/6282] eta: 0:02:40 time: 0.0399 data_time: 0.0055 memory: 579 2022/08/07 03:03:34 - mmengine - INFO - Epoch(val) [15][2280/6282] eta: 0:02:50 time: 0.0427 data_time: 0.0040 memory: 579 2022/08/07 03:03:35 - mmengine - INFO - Epoch(val) [15][2300/6282] eta: 0:02:41 time: 0.0404 data_time: 0.0045 memory: 579 2022/08/07 03:03:36 - mmengine - INFO - Epoch(val) [15][2320/6282] eta: 0:02:44 time: 0.0414 data_time: 0.0050 memory: 579 2022/08/07 03:03:37 - mmengine - INFO - Epoch(val) [15][2340/6282] eta: 0:02:42 time: 0.0412 data_time: 0.0051 memory: 579 2022/08/07 03:03:38 - mmengine - INFO - Epoch(val) [15][2360/6282] eta: 0:02:48 time: 0.0429 data_time: 0.0053 memory: 577 2022/08/07 03:03:39 - mmengine - INFO - Epoch(val) [15][2380/6282] eta: 0:02:47 time: 0.0429 data_time: 0.0052 memory: 577 2022/08/07 03:03:40 - mmengine - INFO - Epoch(val) [15][2400/6282] eta: 0:02:41 time: 0.0415 data_time: 0.0035 memory: 577 2022/08/07 03:03:40 - mmengine - INFO - Epoch(val) [15][2420/6282] eta: 0:02:44 time: 0.0425 data_time: 0.0041 memory: 577 2022/08/07 03:03:41 - mmengine - INFO - Epoch(val) [15][2440/6282] eta: 0:02:43 time: 0.0427 data_time: 0.0054 memory: 577 2022/08/07 03:03:42 - mmengine - INFO - Epoch(val) [15][2460/6282] eta: 0:02:59 time: 0.0471 data_time: 0.0044 memory: 606 2022/08/07 03:03:43 - mmengine - INFO - Epoch(val) [15][2480/6282] eta: 0:02:52 time: 0.0454 data_time: 0.0048 memory: 606 2022/08/07 03:03:44 - mmengine - INFO - Epoch(val) [15][2500/6282] eta: 0:02:50 time: 0.0450 data_time: 0.0067 memory: 606 2022/08/07 03:03:46 - mmengine - INFO - Epoch(val) [15][2520/6282] eta: 0:04:29 time: 0.0716 data_time: 0.0046 memory: 606 2022/08/07 03:03:46 - mmengine - INFO - Epoch(val) [15][2540/6282] eta: 0:02:28 time: 0.0397 data_time: 0.0046 memory: 606 2022/08/07 03:03:47 - mmengine - INFO - Epoch(val) [15][2560/6282] eta: 0:02:34 time: 0.0416 data_time: 0.0048 memory: 606 2022/08/07 03:03:48 - mmengine - INFO - Epoch(val) [15][2580/6282] eta: 0:02:31 time: 0.0410 data_time: 0.0050 memory: 606 2022/08/07 03:03:49 - mmengine - INFO - Epoch(val) [15][2600/6282] eta: 0:02:26 time: 0.0399 data_time: 0.0036 memory: 606 2022/08/07 03:03:50 - mmengine - INFO - Epoch(val) [15][2620/6282] eta: 0:02:34 time: 0.0421 data_time: 0.0034 memory: 606 2022/08/07 03:03:51 - mmengine - INFO - Epoch(val) [15][2640/6282] eta: 0:02:41 time: 0.0444 data_time: 0.0044 memory: 606 2022/08/07 03:03:52 - mmengine - INFO - Epoch(val) [15][2660/6282] eta: 0:02:41 time: 0.0446 data_time: 0.0033 memory: 646 2022/08/07 03:03:52 - mmengine - INFO - Epoch(val) [15][2680/6282] eta: 0:02:39 time: 0.0443 data_time: 0.0049 memory: 646 2022/08/07 03:03:53 - mmengine - INFO - Epoch(val) [15][2700/6282] eta: 0:02:42 time: 0.0455 data_time: 0.0044 memory: 646 2022/08/07 03:03:54 - mmengine - INFO - Epoch(val) [15][2720/6282] eta: 0:02:37 time: 0.0443 data_time: 0.0042 memory: 646 2022/08/07 03:03:55 - mmengine - INFO - Epoch(val) [15][2740/6282] eta: 0:02:27 time: 0.0416 data_time: 0.0046 memory: 646 2022/08/07 03:03:56 - mmengine - INFO - Epoch(val) [15][2760/6282] eta: 0:02:13 time: 0.0379 data_time: 0.0042 memory: 579 2022/08/07 03:03:57 - mmengine - INFO - Epoch(val) [15][2780/6282] eta: 0:02:15 time: 0.0388 data_time: 0.0044 memory: 579 2022/08/07 03:03:57 - mmengine - INFO - Epoch(val) [15][2800/6282] eta: 0:02:10 time: 0.0375 data_time: 0.0027 memory: 579 2022/08/07 03:03:58 - mmengine - INFO - Epoch(val) [15][2820/6282] eta: 0:02:21 time: 0.0410 data_time: 0.0046 memory: 579 2022/08/07 03:03:59 - mmengine - INFO - Epoch(val) [15][2840/6282] eta: 0:02:12 time: 0.0386 data_time: 0.0035 memory: 579 2022/08/07 03:04:00 - mmengine - INFO - Epoch(val) [15][2860/6282] eta: 0:02:32 time: 0.0444 data_time: 0.0062 memory: 606 2022/08/07 03:04:01 - mmengine - INFO - Epoch(val) [15][2880/6282] eta: 0:02:23 time: 0.0423 data_time: 0.0044 memory: 606 2022/08/07 03:04:02 - mmengine - INFO - Epoch(val) [15][2900/6282] eta: 0:02:17 time: 0.0406 data_time: 0.0040 memory: 606 2022/08/07 03:04:02 - mmengine - INFO - Epoch(val) [15][2920/6282] eta: 0:02:00 time: 0.0357 data_time: 0.0049 memory: 606 2022/08/07 03:04:03 - mmengine - INFO - Epoch(val) [15][2940/6282] eta: 0:02:06 time: 0.0379 data_time: 0.0049 memory: 591 2022/08/07 03:04:04 - mmengine - INFO - Epoch(val) [15][2960/6282] eta: 0:02:10 time: 0.0392 data_time: 0.0043 memory: 591 2022/08/07 03:04:05 - mmengine - INFO - Epoch(val) [15][2980/6282] eta: 0:03:44 time: 0.0680 data_time: 0.0059 memory: 591 2022/08/07 03:04:06 - mmengine - INFO - Epoch(val) [15][3000/6282] eta: 0:02:13 time: 0.0406 data_time: 0.0041 memory: 591 2022/08/07 03:04:07 - mmengine - INFO - Epoch(val) [15][3020/6282] eta: 0:02:16 time: 0.0419 data_time: 0.0038 memory: 606 2022/08/07 03:04:08 - mmengine - INFO - Epoch(val) [15][3040/6282] eta: 0:02:19 time: 0.0431 data_time: 0.0050 memory: 606 2022/08/07 03:04:09 - mmengine - INFO - Epoch(val) [15][3060/6282] eta: 0:02:13 time: 0.0415 data_time: 0.0035 memory: 606 2022/08/07 03:04:10 - mmengine - INFO - Epoch(val) [15][3080/6282] eta: 0:02:20 time: 0.0437 data_time: 0.0040 memory: 606 2022/08/07 03:04:10 - mmengine - INFO - Epoch(val) [15][3100/6282] eta: 0:02:10 time: 0.0409 data_time: 0.0060 memory: 606 2022/08/07 03:04:11 - mmengine - INFO - Epoch(val) [15][3120/6282] eta: 0:02:04 time: 0.0394 data_time: 0.0047 memory: 579 2022/08/07 03:04:12 - mmengine - INFO - Epoch(val) [15][3140/6282] eta: 0:02:01 time: 0.0387 data_time: 0.0043 memory: 579 2022/08/07 03:04:13 - mmengine - INFO - Epoch(val) [15][3160/6282] eta: 0:02:03 time: 0.0394 data_time: 0.0034 memory: 579 2022/08/07 03:04:14 - mmengine - INFO - Epoch(val) [15][3180/6282] eta: 0:01:58 time: 0.0382 data_time: 0.0037 memory: 579 2022/08/07 03:04:14 - mmengine - INFO - Epoch(val) [15][3200/6282] eta: 0:01:52 time: 0.0365 data_time: 0.0039 memory: 606 2022/08/07 03:04:15 - mmengine - INFO - Epoch(val) [15][3220/6282] eta: 0:01:58 time: 0.0386 data_time: 0.0039 memory: 606 2022/08/07 03:04:16 - mmengine - INFO - Epoch(val) [15][3240/6282] eta: 0:02:07 time: 0.0420 data_time: 0.0051 memory: 606 2022/08/07 03:04:17 - mmengine - INFO - Epoch(val) [15][3260/6282] eta: 0:02:07 time: 0.0423 data_time: 0.0050 memory: 606 2022/08/07 03:04:18 - mmengine - INFO - Epoch(val) [15][3280/6282] eta: 0:02:12 time: 0.0440 data_time: 0.0053 memory: 606 2022/08/07 03:04:19 - mmengine - INFO - Epoch(val) [15][3300/6282] eta: 0:02:04 time: 0.0417 data_time: 0.0063 memory: 606 2022/08/07 03:04:19 - mmengine - INFO - Epoch(val) [15][3320/6282] eta: 0:02:01 time: 0.0412 data_time: 0.0037 memory: 606 2022/08/07 03:04:20 - mmengine - INFO - Epoch(val) [15][3340/6282] eta: 0:01:58 time: 0.0402 data_time: 0.0058 memory: 606 2022/08/07 03:04:21 - mmengine - INFO - Epoch(val) [15][3360/6282] eta: 0:02:08 time: 0.0439 data_time: 0.0059 memory: 606 2022/08/07 03:04:22 - mmengine - INFO - Epoch(val) [15][3380/6282] eta: 0:02:08 time: 0.0444 data_time: 0.0049 memory: 606 2022/08/07 03:04:23 - mmengine - INFO - Epoch(val) [15][3400/6282] eta: 0:01:54 time: 0.0397 data_time: 0.0031 memory: 577 2022/08/07 03:04:24 - mmengine - INFO - Epoch(val) [15][3420/6282] eta: 0:02:05 time: 0.0437 data_time: 0.0050 memory: 577 2022/08/07 03:04:25 - mmengine - INFO - Epoch(val) [15][3440/6282] eta: 0:02:01 time: 0.0427 data_time: 0.0051 memory: 577 2022/08/07 03:04:26 - mmengine - INFO - Epoch(val) [15][3460/6282] eta: 0:03:13 time: 0.0687 data_time: 0.0041 memory: 577 2022/08/07 03:04:27 - mmengine - INFO - Epoch(val) [15][3480/6282] eta: 0:01:50 time: 0.0396 data_time: 0.0039 memory: 577 2022/08/07 03:04:28 - mmengine - INFO - Epoch(val) [15][3500/6282] eta: 0:01:47 time: 0.0387 data_time: 0.0033 memory: 577 2022/08/07 03:04:28 - mmengine - INFO - Epoch(val) [15][3520/6282] eta: 0:01:50 time: 0.0399 data_time: 0.0038 memory: 577 2022/08/07 03:04:29 - mmengine - INFO - Epoch(val) [15][3540/6282] eta: 0:01:45 time: 0.0384 data_time: 0.0040 memory: 577 2022/08/07 03:04:30 - mmengine - INFO - Epoch(val) [15][3560/6282] eta: 0:01:45 time: 0.0388 data_time: 0.0041 memory: 577 2022/08/07 03:04:31 - mmengine - INFO - Epoch(val) [15][3580/6282] eta: 0:01:52 time: 0.0417 data_time: 0.0048 memory: 598 2022/08/07 03:04:32 - mmengine - INFO - Epoch(val) [15][3600/6282] eta: 0:01:46 time: 0.0398 data_time: 0.0051 memory: 598 2022/08/07 03:04:32 - mmengine - INFO - Epoch(val) [15][3620/6282] eta: 0:01:45 time: 0.0395 data_time: 0.0043 memory: 598 2022/08/07 03:04:33 - mmengine - INFO - Epoch(val) [15][3640/6282] eta: 0:01:51 time: 0.0424 data_time: 0.0052 memory: 598 2022/08/07 03:04:34 - mmengine - INFO - Epoch(val) [15][3660/6282] eta: 0:01:52 time: 0.0428 data_time: 0.0054 memory: 598 2022/08/07 03:04:35 - mmengine - INFO - Epoch(val) [15][3680/6282] eta: 0:01:50 time: 0.0425 data_time: 0.0057 memory: 606 2022/08/07 03:04:36 - mmengine - INFO - Epoch(val) [15][3700/6282] eta: 0:02:04 time: 0.0480 data_time: 0.0050 memory: 606 2022/08/07 03:04:37 - mmengine - INFO - Epoch(val) [15][3720/6282] eta: 0:01:44 time: 0.0407 data_time: 0.0036 memory: 606 2022/08/07 03:04:38 - mmengine - INFO - Epoch(val) [15][3740/6282] eta: 0:01:46 time: 0.0420 data_time: 0.0029 memory: 606 2022/08/07 03:04:39 - mmengine - INFO - Epoch(val) [15][3760/6282] eta: 0:01:58 time: 0.0472 data_time: 0.0062 memory: 606 2022/08/07 03:04:40 - mmengine - INFO - Epoch(val) [15][3780/6282] eta: 0:01:44 time: 0.0419 data_time: 0.0034 memory: 606 2022/08/07 03:04:40 - mmengine - INFO - Epoch(val) [15][3800/6282] eta: 0:01:53 time: 0.0459 data_time: 0.0045 memory: 606 2022/08/07 03:04:41 - mmengine - INFO - Epoch(val) [15][3820/6282] eta: 0:01:42 time: 0.0418 data_time: 0.0050 memory: 606 2022/08/07 03:04:42 - mmengine - INFO - Epoch(val) [15][3840/6282] eta: 0:01:34 time: 0.0386 data_time: 0.0040 memory: 606 2022/08/07 03:04:43 - mmengine - INFO - Epoch(val) [15][3860/6282] eta: 0:01:38 time: 0.0405 data_time: 0.0034 memory: 606 2022/08/07 03:04:44 - mmengine - INFO - Epoch(val) [15][3880/6282] eta: 0:01:46 time: 0.0445 data_time: 0.0041 memory: 606 2022/08/07 03:04:45 - mmengine - INFO - Epoch(val) [15][3900/6282] eta: 0:02:43 time: 0.0687 data_time: 0.0056 memory: 606 2022/08/07 03:04:46 - mmengine - INFO - Epoch(val) [15][3920/6282] eta: 0:01:36 time: 0.0410 data_time: 0.0042 memory: 606 2022/08/07 03:04:47 - mmengine - INFO - Epoch(val) [15][3940/6282] eta: 0:01:30 time: 0.0385 data_time: 0.0052 memory: 606 2022/08/07 03:04:48 - mmengine - INFO - Epoch(val) [15][3960/6282] eta: 0:01:29 time: 0.0386 data_time: 0.0048 memory: 606 2022/08/07 03:04:48 - mmengine - INFO - Epoch(val) [15][3980/6282] eta: 0:01:29 time: 0.0388 data_time: 0.0041 memory: 606 2022/08/07 03:04:49 - mmengine - INFO - Epoch(val) [15][4000/6282] eta: 0:01:28 time: 0.0388 data_time: 0.0049 memory: 606 2022/08/07 03:04:50 - mmengine - INFO - Epoch(val) [15][4020/6282] eta: 0:01:32 time: 0.0408 data_time: 0.0032 memory: 606 2022/08/07 03:04:51 - mmengine - INFO - Epoch(val) [15][4040/6282] eta: 0:01:34 time: 0.0422 data_time: 0.0043 memory: 646 2022/08/07 03:04:52 - mmengine - INFO - Epoch(val) [15][4060/6282] eta: 0:01:42 time: 0.0461 data_time: 0.0056 memory: 646 2022/08/07 03:04:53 - mmengine - INFO - Epoch(val) [15][4080/6282] eta: 0:01:32 time: 0.0421 data_time: 0.0043 memory: 646 2022/08/07 03:04:54 - mmengine - INFO - Epoch(val) [15][4100/6282] eta: 0:01:34 time: 0.0432 data_time: 0.0045 memory: 646 2022/08/07 03:04:55 - mmengine - INFO - Epoch(val) [15][4120/6282] eta: 0:01:33 time: 0.0432 data_time: 0.0041 memory: 646 2022/08/07 03:04:55 - mmengine - INFO - Epoch(val) [15][4140/6282] eta: 0:01:33 time: 0.0435 data_time: 0.0052 memory: 646 2022/08/07 03:04:56 - mmengine - INFO - Epoch(val) [15][4160/6282] eta: 0:01:29 time: 0.0423 data_time: 0.0050 memory: 577 2022/08/07 03:04:57 - mmengine - INFO - Epoch(val) [15][4180/6282] eta: 0:01:24 time: 0.0404 data_time: 0.0036 memory: 577 2022/08/07 03:04:58 - mmengine - INFO - Epoch(val) [15][4200/6282] eta: 0:01:31 time: 0.0438 data_time: 0.0047 memory: 577 2022/08/07 03:04:59 - mmengine - INFO - Epoch(val) [15][4220/6282] eta: 0:01:21 time: 0.0398 data_time: 0.0044 memory: 577 2022/08/07 03:05:00 - mmengine - INFO - Epoch(val) [15][4240/6282] eta: 0:01:22 time: 0.0403 data_time: 0.0045 memory: 577 2022/08/07 03:05:00 - mmengine - INFO - Epoch(val) [15][4260/6282] eta: 0:01:21 time: 0.0402 data_time: 0.0037 memory: 576 2022/08/07 03:05:02 - mmengine - INFO - Epoch(val) [15][4280/6282] eta: 0:02:25 time: 0.0729 data_time: 0.0033 memory: 576 2022/08/07 03:05:03 - mmengine - INFO - Epoch(val) [15][4300/6282] eta: 0:01:14 time: 0.0375 data_time: 0.0029 memory: 576 2022/08/07 03:05:03 - mmengine - INFO - Epoch(val) [15][4320/6282] eta: 0:01:13 time: 0.0376 data_time: 0.0034 memory: 576 2022/08/07 03:05:04 - mmengine - INFO - Epoch(val) [15][4340/6282] eta: 0:01:10 time: 0.0365 data_time: 0.0040 memory: 576 2022/08/07 03:05:05 - mmengine - INFO - Epoch(val) [15][4360/6282] eta: 0:01:26 time: 0.0452 data_time: 0.0045 memory: 606 2022/08/07 03:05:06 - mmengine - INFO - Epoch(val) [15][4380/6282] eta: 0:01:13 time: 0.0384 data_time: 0.0044 memory: 606 2022/08/07 03:05:07 - mmengine - INFO - Epoch(val) [15][4400/6282] eta: 0:01:17 time: 0.0413 data_time: 0.0047 memory: 606 2022/08/07 03:05:08 - mmengine - INFO - Epoch(val) [15][4420/6282] eta: 0:01:19 time: 0.0428 data_time: 0.0047 memory: 606 2022/08/07 03:05:08 - mmengine - INFO - Epoch(val) [15][4440/6282] eta: 0:01:22 time: 0.0447 data_time: 0.0050 memory: 610 2022/08/07 03:05:09 - mmengine - INFO - Epoch(val) [15][4460/6282] eta: 0:01:18 time: 0.0429 data_time: 0.0048 memory: 610 2022/08/07 03:05:10 - mmengine - INFO - Epoch(val) [15][4480/6282] eta: 0:01:15 time: 0.0421 data_time: 0.0046 memory: 610 2022/08/07 03:05:11 - mmengine - INFO - Epoch(val) [15][4500/6282] eta: 0:01:17 time: 0.0432 data_time: 0.0048 memory: 610 2022/08/07 03:05:12 - mmengine - INFO - Epoch(val) [15][4520/6282] eta: 0:01:16 time: 0.0434 data_time: 0.0068 memory: 610 2022/08/07 03:05:13 - mmengine - INFO - Epoch(val) [15][4540/6282] eta: 0:01:02 time: 0.0357 data_time: 0.0031 memory: 579 2022/08/07 03:05:14 - mmengine - INFO - Epoch(val) [15][4560/6282] eta: 0:01:09 time: 0.0404 data_time: 0.0047 memory: 579 2022/08/07 03:05:14 - mmengine - INFO - Epoch(val) [15][4580/6282] eta: 0:01:04 time: 0.0377 data_time: 0.0042 memory: 579 2022/08/07 03:05:16 - mmengine - INFO - Epoch(val) [15][4600/6282] eta: 0:01:43 time: 0.0617 data_time: 0.0047 memory: 579 2022/08/07 03:05:16 - mmengine - INFO - Epoch(val) [15][4620/6282] eta: 0:01:05 time: 0.0393 data_time: 0.0050 memory: 579 2022/08/07 03:05:17 - mmengine - INFO - Epoch(val) [15][4640/6282] eta: 0:01:07 time: 0.0411 data_time: 0.0036 memory: 610 2022/08/07 03:05:18 - mmengine - INFO - Epoch(val) [15][4660/6282] eta: 0:01:05 time: 0.0403 data_time: 0.0040 memory: 610 2022/08/07 03:05:19 - mmengine - INFO - Epoch(val) [15][4680/6282] eta: 0:01:07 time: 0.0419 data_time: 0.0047 memory: 610 2022/08/07 03:05:20 - mmengine - INFO - Epoch(val) [15][4700/6282] eta: 0:01:09 time: 0.0440 data_time: 0.0049 memory: 610 2022/08/07 03:05:21 - mmengine - INFO - Epoch(val) [15][4720/6282] eta: 0:01:06 time: 0.0424 data_time: 0.0047 memory: 610 2022/08/07 03:05:21 - mmengine - INFO - Epoch(val) [15][4740/6282] eta: 0:00:54 time: 0.0356 data_time: 0.0032 memory: 590 2022/08/07 03:05:22 - mmengine - INFO - Epoch(val) [15][4760/6282] eta: 0:01:01 time: 0.0406 data_time: 0.0048 memory: 590 2022/08/07 03:05:23 - mmengine - INFO - Epoch(val) [15][4780/6282] eta: 0:01:00 time: 0.0401 data_time: 0.0039 memory: 590 2022/08/07 03:05:24 - mmengine - INFO - Epoch(val) [15][4800/6282] eta: 0:00:59 time: 0.0401 data_time: 0.0033 memory: 590 2022/08/07 03:05:25 - mmengine - INFO - Epoch(val) [15][4820/6282] eta: 0:00:59 time: 0.0408 data_time: 0.0049 memory: 606 2022/08/07 03:05:26 - mmengine - INFO - Epoch(val) [15][4840/6282] eta: 0:01:10 time: 0.0488 data_time: 0.0040 memory: 606 2022/08/07 03:05:27 - mmengine - INFO - Epoch(val) [15][4860/6282] eta: 0:01:03 time: 0.0449 data_time: 0.0043 memory: 606 2022/08/07 03:05:27 - mmengine - INFO - Epoch(val) [15][4880/6282] eta: 0:00:53 time: 0.0383 data_time: 0.0039 memory: 606 2022/08/07 03:05:28 - mmengine - INFO - Epoch(val) [15][4900/6282] eta: 0:00:58 time: 0.0420 data_time: 0.0047 memory: 606 2022/08/07 03:05:29 - mmengine - INFO - Epoch(val) [15][4920/6282] eta: 0:00:58 time: 0.0428 data_time: 0.0038 memory: 608 2022/08/07 03:05:30 - mmengine - INFO - Epoch(val) [15][4940/6282] eta: 0:00:54 time: 0.0406 data_time: 0.0039 memory: 608 2022/08/07 03:05:31 - mmengine - INFO - Epoch(val) [15][4960/6282] eta: 0:00:53 time: 0.0403 data_time: 0.0041 memory: 608 2022/08/07 03:05:32 - mmengine - INFO - Epoch(val) [15][4980/6282] eta: 0:00:54 time: 0.0422 data_time: 0.0046 memory: 608 2022/08/07 03:05:32 - mmengine - INFO - Epoch(val) [15][5000/6282] eta: 0:00:59 time: 0.0464 data_time: 0.0082 memory: 608 2022/08/07 03:05:33 - mmengine - INFO - Epoch(val) [15][5020/6282] eta: 0:00:52 time: 0.0418 data_time: 0.0060 memory: 608 2022/08/07 03:05:34 - mmengine - INFO - Epoch(val) [15][5040/6282] eta: 0:00:49 time: 0.0400 data_time: 0.0038 memory: 579 2022/08/07 03:05:35 - mmengine - INFO - Epoch(val) [15][5060/6282] eta: 0:01:16 time: 0.0624 data_time: 0.0039 memory: 579 2022/08/07 03:05:36 - mmengine - INFO - Epoch(val) [15][5080/6282] eta: 0:00:48 time: 0.0407 data_time: 0.0028 memory: 579 2022/08/07 03:05:37 - mmengine - INFO - Epoch(val) [15][5100/6282] eta: 0:00:46 time: 0.0392 data_time: 0.0040 memory: 579 2022/08/07 03:05:38 - mmengine - INFO - Epoch(val) [15][5120/6282] eta: 0:00:48 time: 0.0416 data_time: 0.0045 memory: 579 2022/08/07 03:05:39 - mmengine - INFO - Epoch(val) [15][5140/6282] eta: 0:00:50 time: 0.0441 data_time: 0.0055 memory: 577 2022/08/07 03:05:40 - mmengine - INFO - Epoch(val) [15][5160/6282] eta: 0:00:48 time: 0.0428 data_time: 0.0035 memory: 577 2022/08/07 03:05:40 - mmengine - INFO - Epoch(val) [15][5180/6282] eta: 0:00:46 time: 0.0425 data_time: 0.0054 memory: 577 2022/08/07 03:05:41 - mmengine - INFO - Epoch(val) [15][5200/6282] eta: 0:00:46 time: 0.0433 data_time: 0.0042 memory: 577 2022/08/07 03:05:42 - mmengine - INFO - Epoch(val) [15][5220/6282] eta: 0:00:45 time: 0.0424 data_time: 0.0044 memory: 577 2022/08/07 03:05:43 - mmengine - INFO - Epoch(val) [15][5240/6282] eta: 0:00:41 time: 0.0394 data_time: 0.0058 memory: 576 2022/08/07 03:05:44 - mmengine - INFO - Epoch(val) [15][5260/6282] eta: 0:00:36 time: 0.0354 data_time: 0.0027 memory: 576 2022/08/07 03:05:45 - mmengine - INFO - Epoch(val) [15][5280/6282] eta: 0:00:38 time: 0.0379 data_time: 0.0048 memory: 576 2022/08/07 03:05:45 - mmengine - INFO - Epoch(val) [15][5300/6282] eta: 0:00:40 time: 0.0413 data_time: 0.0057 memory: 576 2022/08/07 03:05:46 - mmengine - INFO - Epoch(val) [15][5320/6282] eta: 0:00:40 time: 0.0418 data_time: 0.0050 memory: 577 2022/08/07 03:05:47 - mmengine - INFO - Epoch(val) [15][5340/6282] eta: 0:00:41 time: 0.0438 data_time: 0.0053 memory: 577 2022/08/07 03:05:48 - mmengine - INFO - Epoch(val) [15][5360/6282] eta: 0:00:40 time: 0.0442 data_time: 0.0064 memory: 577 2022/08/07 03:05:49 - mmengine - INFO - Epoch(val) [15][5380/6282] eta: 0:00:38 time: 0.0423 data_time: 0.0060 memory: 577 2022/08/07 03:05:50 - mmengine - INFO - Epoch(val) [15][5400/6282] eta: 0:00:34 time: 0.0396 data_time: 0.0039 memory: 577 2022/08/07 03:05:50 - mmengine - INFO - Epoch(val) [15][5420/6282] eta: 0:00:32 time: 0.0380 data_time: 0.0049 memory: 577 2022/08/07 03:05:51 - mmengine - INFO - Epoch(val) [15][5440/6282] eta: 0:00:36 time: 0.0432 data_time: 0.0068 memory: 577 2022/08/07 03:05:52 - mmengine - INFO - Epoch(val) [15][5460/6282] eta: 0:00:32 time: 0.0401 data_time: 0.0041 memory: 577 2022/08/07 03:05:53 - mmengine - INFO - Epoch(val) [15][5480/6282] eta: 0:00:34 time: 0.0425 data_time: 0.0037 memory: 577 2022/08/07 03:05:54 - mmengine - INFO - Epoch(val) [15][5500/6282] eta: 0:00:29 time: 0.0378 data_time: 0.0034 memory: 577 2022/08/07 03:05:55 - mmengine - INFO - Epoch(val) [15][5520/6282] eta: 0:00:30 time: 0.0397 data_time: 0.0041 memory: 588 2022/08/07 03:05:56 - mmengine - INFO - Epoch(val) [15][5540/6282] eta: 0:00:51 time: 0.0693 data_time: 0.0037 memory: 588 2022/08/07 03:05:57 - mmengine - INFO - Epoch(val) [15][5560/6282] eta: 0:00:30 time: 0.0423 data_time: 0.0039 memory: 588 2022/08/07 03:05:58 - mmengine - INFO - Epoch(val) [15][5580/6282] eta: 0:00:27 time: 0.0389 data_time: 0.0059 memory: 588 2022/08/07 03:05:59 - mmengine - INFO - Epoch(val) [15][5600/6282] eta: 0:00:29 time: 0.0435 data_time: 0.0039 memory: 588 2022/08/07 03:05:59 - mmengine - INFO - Epoch(val) [15][5620/6282] eta: 0:00:27 time: 0.0415 data_time: 0.0035 memory: 588 2022/08/07 03:06:00 - mmengine - INFO - Epoch(val) [15][5640/6282] eta: 0:00:25 time: 0.0395 data_time: 0.0042 memory: 577 2022/08/07 03:06:01 - mmengine - INFO - Epoch(val) [15][5660/6282] eta: 0:00:26 time: 0.0427 data_time: 0.0070 memory: 577 2022/08/07 03:06:02 - mmengine - INFO - Epoch(val) [15][5680/6282] eta: 0:00:24 time: 0.0409 data_time: 0.0052 memory: 577 2022/08/07 03:06:03 - mmengine - INFO - Epoch(val) [15][5700/6282] eta: 0:00:24 time: 0.0426 data_time: 0.0053 memory: 577 2022/08/07 03:06:04 - mmengine - INFO - Epoch(val) [15][5720/6282] eta: 0:00:24 time: 0.0435 data_time: 0.0050 memory: 594 2022/08/07 03:06:05 - mmengine - INFO - Epoch(val) [15][5740/6282] eta: 0:00:22 time: 0.0412 data_time: 0.0041 memory: 594 2022/08/07 03:06:05 - mmengine - INFO - Epoch(val) [15][5760/6282] eta: 0:00:21 time: 0.0406 data_time: 0.0037 memory: 594 2022/08/07 03:06:06 - mmengine - INFO - Epoch(val) [15][5780/6282] eta: 0:00:21 time: 0.0421 data_time: 0.0044 memory: 594 2022/08/07 03:06:07 - mmengine - INFO - Epoch(val) [15][5800/6282] eta: 0:00:18 time: 0.0386 data_time: 0.0033 memory: 594 2022/08/07 03:06:08 - mmengine - INFO - Epoch(val) [15][5820/6282] eta: 0:00:19 time: 0.0429 data_time: 0.0027 memory: 594 2022/08/07 03:06:09 - mmengine - INFO - Epoch(val) [15][5840/6282] eta: 0:00:18 time: 0.0414 data_time: 0.0039 memory: 588 2022/08/07 03:06:09 - mmengine - INFO - Epoch(val) [15][5860/6282] eta: 0:00:16 time: 0.0390 data_time: 0.0035 memory: 588 2022/08/07 03:06:10 - mmengine - INFO - Epoch(val) [15][5880/6282] eta: 0:00:16 time: 0.0400 data_time: 0.0037 memory: 588 2022/08/07 03:06:11 - mmengine - INFO - Epoch(val) [15][5900/6282] eta: 0:00:15 time: 0.0403 data_time: 0.0046 memory: 588 2022/08/07 03:06:12 - mmengine - INFO - Epoch(val) [15][5920/6282] eta: 0:00:14 time: 0.0396 data_time: 0.0035 memory: 588 2022/08/07 03:06:13 - mmengine - INFO - Epoch(val) [15][5940/6282] eta: 0:00:13 time: 0.0385 data_time: 0.0037 memory: 577 2022/08/07 03:06:14 - mmengine - INFO - Epoch(val) [15][5960/6282] eta: 0:00:12 time: 0.0397 data_time: 0.0036 memory: 577 2022/08/07 03:06:14 - mmengine - INFO - Epoch(val) [15][5980/6282] eta: 0:00:12 time: 0.0417 data_time: 0.0054 memory: 577 2022/08/07 03:06:16 - mmengine - INFO - Epoch(val) [15][6000/6282] eta: 0:00:19 time: 0.0700 data_time: 0.0037 memory: 606 2022/08/07 03:06:17 - mmengine - INFO - Epoch(val) [15][6020/6282] eta: 0:00:10 time: 0.0412 data_time: 0.0054 memory: 606 2022/08/07 03:06:17 - mmengine - INFO - Epoch(val) [15][6040/6282] eta: 0:00:10 time: 0.0416 data_time: 0.0035 memory: 606 2022/08/07 03:06:18 - mmengine - INFO - Epoch(val) [15][6060/6282] eta: 0:00:09 time: 0.0435 data_time: 0.0063 memory: 606 2022/08/07 03:06:19 - mmengine - INFO - Epoch(val) [15][6080/6282] eta: 0:00:07 time: 0.0395 data_time: 0.0034 memory: 606 2022/08/07 03:06:20 - mmengine - INFO - Epoch(val) [15][6100/6282] eta: 0:00:07 time: 0.0432 data_time: 0.0035 memory: 606 2022/08/07 03:06:21 - mmengine - INFO - Epoch(val) [15][6120/6282] eta: 0:00:05 time: 0.0345 data_time: 0.0028 memory: 606 2022/08/07 03:06:21 - mmengine - INFO - Epoch(val) [15][6140/6282] eta: 0:00:04 time: 0.0298 data_time: 0.0021 memory: 606 2022/08/07 03:06:22 - mmengine - INFO - Epoch(val) [15][6160/6282] eta: 0:00:03 time: 0.0287 data_time: 0.0024 memory: 606 2022/08/07 03:06:22 - mmengine - INFO - Epoch(val) [15][6180/6282] eta: 0:00:02 time: 0.0209 data_time: 0.0014 memory: 606 2022/08/07 03:06:23 - mmengine - INFO - Epoch(val) [15][6200/6282] eta: 0:00:01 time: 0.0201 data_time: 0.0013 memory: 606 2022/08/07 03:06:23 - mmengine - INFO - Epoch(val) [15][6220/6282] eta: 0:00:01 time: 0.0199 data_time: 0.0012 memory: 606 2022/08/07 03:06:24 - mmengine - INFO - Epoch(val) [15][6240/6282] eta: 0:00:00 time: 0.0201 data_time: 0.0013 memory: 606 2022/08/07 03:06:24 - mmengine - INFO - Epoch(val) [15][6260/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0012 memory: 606 2022/08/07 03:06:24 - mmengine - INFO - Epoch(val) [15][6280/6282] eta: 0:00:00 time: 0.0201 data_time: 0.0013 memory: 606 2022/08/07 03:09:58 - mmengine - INFO - Epoch(val) [15][6282/6282] mAP/mAP@0.5IOU: 0.2081 2022/08/07 03:10:06 - mmengine - INFO - Epoch(train) [16][20/1441] lr: 2.0000e-03 eta: 0:47:23 time: 0.4103 data_time: 0.0544 memory: 8503 grad_norm: 0.1248 recall@thr=0.5: 0.6910 prec@thr=0.5: 0.7917 recall@top3: 0.8160 prec@top3: 0.6319 recall@top5: 0.9479 prec@top5: 0.4500 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 03:10:13 - mmengine - INFO - Epoch(train) [16][40/1441] lr: 2.0000e-03 eta: 0:47:15 time: 0.3716 data_time: 0.0160 memory: 8503 grad_norm: 0.1305 recall@thr=0.5: 0.7825 prec@thr=0.5: 0.8842 recall@top3: 0.8460 prec@top3: 0.7458 recall@top5: 0.9661 prec@top5: 0.5186 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 03:10:21 - mmengine - INFO - Epoch(train) [16][60/1441] lr: 2.0000e-03 eta: 0:47:07 time: 0.4061 data_time: 0.0226 memory: 8503 grad_norm: 0.1274 recall@thr=0.5: 0.7667 prec@thr=0.5: 0.7693 recall@top3: 0.8630 prec@top3: 0.6889 recall@top5: 0.9667 prec@top5: 0.4756 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 03:10:29 - mmengine - INFO - Epoch(train) [16][80/1441] lr: 2.0000e-03 eta: 0:46:59 time: 0.3706 data_time: 0.0157 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.7929 prec@thr=0.5: 0.8326 recall@top3: 0.8667 prec@top3: 0.6950 recall@top5: 0.9695 prec@top5: 0.4851 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 03:10:37 - mmengine - INFO - Epoch(train) [16][100/1441] lr: 2.0000e-03 eta: 0:46:51 time: 0.3951 data_time: 0.0220 memory: 8503 grad_norm: 0.1277 recall@thr=0.5: 0.7287 prec@thr=0.5: 0.6977 recall@top3: 0.8682 prec@top3: 0.6744 recall@top5: 0.9302 prec@top5: 0.4512 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 03:10:44 - mmengine - INFO - Epoch(train) [16][120/1441] lr: 2.0000e-03 eta: 0:46:43 time: 0.3900 data_time: 0.0160 memory: 8503 grad_norm: 0.1280 recall@thr=0.5: 0.7388 prec@thr=0.5: 0.8558 recall@top3: 0.8606 prec@top3: 0.7628 recall@top5: 0.9647 prec@top5: 0.5077 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 03:10:52 - mmengine - INFO - Epoch(train) [16][140/1441] lr: 2.0000e-03 eta: 0:46:35 time: 0.3819 data_time: 0.0207 memory: 8503 grad_norm: 0.1266 recall@thr=0.5: 0.7478 prec@thr=0.5: 0.8754 recall@top3: 0.8180 prec@top3: 0.6228 recall@top5: 0.9671 prec@top5: 0.4737 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 03:11:00 - mmengine - INFO - Epoch(train) [16][160/1441] lr: 2.0000e-03 eta: 0:46:27 time: 0.3920 data_time: 0.0175 memory: 8503 grad_norm: 0.1297 recall@thr=0.5: 0.7639 prec@thr=0.5: 0.8009 recall@top3: 0.8102 prec@top3: 0.5648 recall@top5: 0.8866 prec@top5: 0.3889 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 03:11:08 - mmengine - INFO - Epoch(train) [16][180/1441] lr: 2.0000e-03 eta: 0:46:19 time: 0.3971 data_time: 0.0212 memory: 8503 grad_norm: 0.1309 recall@thr=0.5: 0.9109 prec@thr=0.5: 0.9333 recall@top3: 0.9188 prec@top3: 0.8242 recall@top5: 0.9818 prec@top5: 0.5418 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 03:11:16 - mmengine - INFO - Epoch(train) [16][200/1441] lr: 2.0000e-03 eta: 0:46:11 time: 0.4035 data_time: 0.0173 memory: 8503 grad_norm: 0.1296 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.7736 recall@top3: 0.8302 prec@top3: 0.7829 recall@top5: 0.9271 prec@top5: 0.5256 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 03:11:23 - mmengine - INFO - Epoch(train) [16][220/1441] lr: 2.0000e-03 eta: 0:46:03 time: 0.3747 data_time: 0.0211 memory: 8503 grad_norm: 0.1267 recall@thr=0.5: 0.6961 prec@thr=0.5: 0.9085 recall@top3: 0.8072 prec@top3: 0.6667 recall@top5: 0.9085 prec@top5: 0.4588 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 03:11:31 - mmengine - INFO - Epoch(train) [16][240/1441] lr: 2.0000e-03 eta: 0:45:55 time: 0.3896 data_time: 0.0161 memory: 8503 grad_norm: 0.1276 recall@thr=0.5: 0.6629 prec@thr=0.5: 0.7538 recall@top3: 0.8068 prec@top3: 0.6288 recall@top5: 0.9432 prec@top5: 0.4318 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 03:11:39 - mmengine - INFO - Epoch(train) [16][260/1441] lr: 2.0000e-03 eta: 0:45:47 time: 0.4078 data_time: 0.0206 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7986 recall@top3: 0.8281 prec@top3: 0.7014 recall@top5: 0.9583 prec@top5: 0.4958 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 03:11:47 - mmengine - INFO - Epoch(train) [16][280/1441] lr: 2.0000e-03 eta: 0:45:39 time: 0.3662 data_time: 0.0170 memory: 8503 grad_norm: 0.1300 recall@thr=0.5: 0.6354 prec@thr=0.5: 0.7049 recall@top3: 0.7865 prec@top3: 0.5625 recall@top5: 0.8698 prec@top5: 0.3750 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 03:11:55 - mmengine - INFO - Epoch(train) [16][300/1441] lr: 2.0000e-03 eta: 0:45:31 time: 0.3957 data_time: 0.0219 memory: 8503 grad_norm: 0.1270 recall@thr=0.5: 0.7389 prec@thr=0.5: 0.8596 recall@top3: 0.8840 prec@top3: 0.7346 recall@top5: 0.9778 prec@top5: 0.5074 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 03:12:02 - mmengine - INFO - Epoch(train) [16][320/1441] lr: 2.0000e-03 eta: 0:45:23 time: 0.3821 data_time: 0.0173 memory: 8503 grad_norm: 0.1291 recall@thr=0.5: 0.7906 prec@thr=0.5: 0.7607 recall@top3: 0.8504 prec@top3: 0.7009 recall@top5: 0.9487 prec@top5: 0.4667 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 03:12:10 - mmengine - INFO - Epoch(train) [16][340/1441] lr: 2.0000e-03 eta: 0:45:16 time: 0.3996 data_time: 0.0213 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.7308 prec@thr=0.5: 0.7580 recall@top3: 0.8093 prec@top3: 0.7051 recall@top5: 0.9038 prec@top5: 0.4769 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 03:12:18 - mmengine - INFO - Epoch(train) [16][360/1441] lr: 2.0000e-03 eta: 0:45:07 time: 0.3765 data_time: 0.0159 memory: 8503 grad_norm: 0.1296 recall@thr=0.5: 0.7760 prec@thr=0.5: 0.7396 recall@top3: 0.8785 prec@top3: 0.7083 recall@top5: 0.9340 prec@top5: 0.4625 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 03:12:26 - mmengine - INFO - Epoch(train) [16][380/1441] lr: 2.0000e-03 eta: 0:45:00 time: 0.3853 data_time: 0.0282 memory: 8503 grad_norm: 0.1282 recall@thr=0.5: 0.6771 prec@thr=0.5: 0.7206 recall@top3: 0.7137 prec@top3: 0.6863 recall@top5: 0.9062 prec@top5: 0.5176 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 03:12:27 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 03:12:33 - mmengine - INFO - Epoch(train) [16][400/1441] lr: 2.0000e-03 eta: 0:44:52 time: 0.3929 data_time: 0.0174 memory: 8503 grad_norm: 0.1283 recall@thr=0.5: 0.8551 prec@thr=0.5: 0.9112 recall@top3: 0.9312 prec@top3: 0.7826 recall@top5: 0.9891 prec@top5: 0.5087 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 03:12:41 - mmengine - INFO - Epoch(train) [16][420/1441] lr: 2.0000e-03 eta: 0:44:44 time: 0.3773 data_time: 0.0204 memory: 8503 grad_norm: 0.1293 recall@thr=0.5: 0.8092 prec@thr=0.5: 0.8728 recall@top3: 0.8618 prec@top3: 0.7456 recall@top5: 0.9671 prec@top5: 0.5158 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 03:12:49 - mmengine - INFO - Epoch(train) [16][440/1441] lr: 2.0000e-03 eta: 0:44:36 time: 0.3993 data_time: 0.0160 memory: 8503 grad_norm: 0.1280 recall@thr=0.5: 0.5058 prec@thr=0.5: 0.6104 recall@top3: 0.6975 prec@top3: 0.5917 recall@top5: 0.8283 prec@top5: 0.4250 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 03:12:57 - mmengine - INFO - Epoch(train) [16][460/1441] lr: 2.0000e-03 eta: 0:44:28 time: 0.3881 data_time: 0.0242 memory: 8503 grad_norm: 0.1269 recall@thr=0.5: 0.7755 prec@thr=0.5: 0.9060 recall@top3: 0.8004 prec@top3: 0.7518 recall@top5: 0.9312 prec@top5: 0.5489 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 03:13:05 - mmengine - INFO - Epoch(train) [16][480/1441] lr: 2.0000e-03 eta: 0:44:20 time: 0.4016 data_time: 0.0167 memory: 8503 grad_norm: 0.1269 recall@thr=0.5: 0.7766 prec@thr=0.5: 0.7872 recall@top3: 0.8582 prec@top3: 0.5957 recall@top5: 0.9184 prec@top5: 0.3957 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 03:13:13 - mmengine - INFO - Epoch(train) [16][500/1441] lr: 2.0000e-03 eta: 0:44:12 time: 0.3909 data_time: 0.0227 memory: 8503 grad_norm: 0.1270 recall@thr=0.5: 0.7038 prec@thr=0.5: 0.8034 recall@top3: 0.8111 prec@top3: 0.6923 recall@top5: 0.9769 prec@top5: 0.5179 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 03:13:21 - mmengine - INFO - Epoch(train) [16][520/1441] lr: 2.0000e-03 eta: 0:44:04 time: 0.4078 data_time: 0.0187 memory: 8503 grad_norm: 0.1274 recall@thr=0.5: 0.6879 prec@thr=0.5: 0.7848 recall@top3: 0.8424 prec@top3: 0.7212 recall@top5: 0.9485 prec@top5: 0.4945 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 03:13:29 - mmengine - INFO - Epoch(train) [16][540/1441] lr: 2.0000e-03 eta: 0:43:56 time: 0.4126 data_time: 0.0219 memory: 8503 grad_norm: 0.1306 recall@thr=0.5: 0.6347 prec@thr=0.5: 0.7942 recall@top3: 0.8252 prec@top3: 0.6395 recall@top5: 0.9524 prec@top5: 0.4653 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 03:13:37 - mmengine - INFO - Epoch(train) [16][560/1441] lr: 2.0000e-03 eta: 0:43:48 time: 0.4148 data_time: 0.0166 memory: 8503 grad_norm: 0.1326 recall@thr=0.5: 0.8182 prec@thr=0.5: 0.8788 recall@top3: 0.8712 prec@top3: 0.6212 recall@top5: 0.9583 prec@top5: 0.4136 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 03:13:45 - mmengine - INFO - Epoch(train) [16][580/1441] lr: 2.0000e-03 eta: 0:43:40 time: 0.3866 data_time: 0.0211 memory: 8503 grad_norm: 0.1246 recall@thr=0.5: 0.8195 prec@thr=0.5: 0.8884 recall@top3: 0.8686 prec@top3: 0.7799 recall@top5: 0.9906 prec@top5: 0.5509 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 03:13:53 - mmengine - INFO - Epoch(train) [16][600/1441] lr: 2.0000e-03 eta: 0:43:33 time: 0.3867 data_time: 0.0189 memory: 8503 grad_norm: 0.1317 recall@thr=0.5: 0.7262 prec@thr=0.5: 0.7789 recall@top3: 0.8912 prec@top3: 0.7211 recall@top5: 0.9473 prec@top5: 0.4653 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 03:14:01 - mmengine - INFO - Epoch(train) [16][620/1441] lr: 2.0000e-03 eta: 0:43:25 time: 0.3975 data_time: 0.0233 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.7521 prec@thr=0.5: 0.8408 recall@top3: 0.8458 prec@top3: 0.6917 recall@top5: 0.9625 prec@top5: 0.4900 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 03:14:09 - mmengine - INFO - Epoch(train) [16][640/1441] lr: 2.0000e-03 eta: 0:43:17 time: 0.3988 data_time: 0.0158 memory: 8503 grad_norm: 0.1251 recall@thr=0.5: 0.8424 prec@thr=0.5: 0.7772 recall@top3: 0.9167 prec@top3: 0.5797 recall@top5: 0.9728 prec@top5: 0.3826 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 03:14:16 - mmengine - INFO - Epoch(train) [16][660/1441] lr: 2.0000e-03 eta: 0:43:09 time: 0.3910 data_time: 0.0223 memory: 8503 grad_norm: 0.1261 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.7946 recall@top3: 0.8140 prec@top3: 0.6822 recall@top5: 0.9767 prec@top5: 0.4884 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 03:14:24 - mmengine - INFO - Epoch(train) [16][680/1441] lr: 2.0000e-03 eta: 0:43:01 time: 0.3846 data_time: 0.0165 memory: 8503 grad_norm: 0.1330 recall@thr=0.5: 0.8252 prec@thr=0.5: 0.7789 recall@top3: 0.8577 prec@top3: 0.6341 recall@top5: 0.9837 prec@top5: 0.4537 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 03:14:32 - mmengine - INFO - Epoch(train) [16][700/1441] lr: 2.0000e-03 eta: 0:42:53 time: 0.4102 data_time: 0.0233 memory: 8503 grad_norm: 0.1314 recall@thr=0.5: 0.7679 prec@thr=0.5: 0.8274 recall@top3: 0.8770 prec@top3: 0.6349 recall@top5: 0.9484 prec@top5: 0.4238 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 03:14:40 - mmengine - INFO - Epoch(train) [16][720/1441] lr: 2.0000e-03 eta: 0:42:45 time: 0.3997 data_time: 0.0280 memory: 8503 grad_norm: 0.1261 recall@thr=0.5: 0.6699 prec@thr=0.5: 0.8841 recall@top3: 0.7471 prec@top3: 0.7681 recall@top5: 0.9076 prec@top5: 0.5783 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 03:14:49 - mmengine - INFO - Epoch(train) [16][740/1441] lr: 2.0000e-03 eta: 0:42:37 time: 0.4069 data_time: 0.0241 memory: 8503 grad_norm: 0.1289 recall@thr=0.5: 0.7891 prec@thr=0.5: 0.7908 recall@top3: 0.8741 prec@top3: 0.6599 recall@top5: 0.9558 prec@top5: 0.4531 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 03:14:56 - mmengine - INFO - Epoch(train) [16][760/1441] lr: 2.0000e-03 eta: 0:42:29 time: 0.3793 data_time: 0.0172 memory: 8503 grad_norm: 0.1324 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7296 recall@top3: 0.8037 prec@top3: 0.5704 recall@top5: 0.9333 prec@top5: 0.3911 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 03:15:04 - mmengine - INFO - Epoch(train) [16][780/1441] lr: 2.0000e-03 eta: 0:42:21 time: 0.4079 data_time: 0.0218 memory: 8503 grad_norm: 0.1307 recall@thr=0.5: 0.8519 prec@thr=0.5: 0.9185 recall@top3: 0.9044 prec@top3: 0.7778 recall@top5: 1.0000 prec@top5: 0.5378 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 03:15:12 - mmengine - INFO - Epoch(train) [16][800/1441] lr: 2.0000e-03 eta: 0:42:13 time: 0.3702 data_time: 0.0185 memory: 8503 grad_norm: 0.1295 recall@thr=0.5: 0.7677 prec@thr=0.5: 0.9025 recall@top3: 0.8007 prec@top3: 0.7872 recall@top5: 0.9486 prec@top5: 0.5915 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 03:15:20 - mmengine - INFO - Epoch(train) [16][820/1441] lr: 2.0000e-03 eta: 0:42:05 time: 0.4000 data_time: 0.0218 memory: 8503 grad_norm: 0.1304 recall@thr=0.5: 0.7611 prec@thr=0.5: 0.8000 recall@top3: 0.8204 prec@top3: 0.7111 recall@top5: 0.9000 prec@top5: 0.4756 loss_action_cls: 0.0398 loss: 0.0398 2022/08/07 03:15:27 - mmengine - INFO - Epoch(train) [16][840/1441] lr: 2.0000e-03 eta: 0:41:57 time: 0.3709 data_time: 0.0166 memory: 8503 grad_norm: 0.1290 recall@thr=0.5: 0.7424 prec@thr=0.5: 0.8617 recall@top3: 0.8144 prec@top3: 0.6970 recall@top5: 0.9678 prec@top5: 0.5136 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 03:15:35 - mmengine - INFO - Epoch(train) [16][860/1441] lr: 2.0000e-03 eta: 0:41:49 time: 0.3746 data_time: 0.0221 memory: 8503 grad_norm: 0.1274 recall@thr=0.5: 0.8376 prec@thr=0.5: 0.8992 recall@top3: 0.8516 prec@top3: 0.7674 recall@top5: 0.9457 prec@top5: 0.5256 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 03:15:43 - mmengine - INFO - Epoch(train) [16][880/1441] lr: 2.0000e-03 eta: 0:41:41 time: 0.3964 data_time: 0.0174 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.8041 prec@thr=0.5: 0.9144 recall@top3: 0.8896 prec@top3: 0.7027 recall@top5: 0.9842 prec@top5: 0.4811 loss_action_cls: 0.0302 loss: 0.0302 2022/08/07 03:15:51 - mmengine - INFO - Epoch(train) [16][900/1441] lr: 2.0000e-03 eta: 0:41:34 time: 0.3995 data_time: 0.0240 memory: 8503 grad_norm: 0.1292 recall@thr=0.5: 0.7375 prec@thr=0.5: 0.7325 recall@top3: 0.8250 prec@top3: 0.6417 recall@top5: 0.9292 prec@top5: 0.4550 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 03:15:59 - mmengine - INFO - Epoch(train) [16][920/1441] lr: 2.0000e-03 eta: 0:41:26 time: 0.4143 data_time: 0.0181 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.8214 prec@thr=0.5: 0.8980 recall@top3: 0.8770 prec@top3: 0.6984 recall@top5: 0.9921 prec@top5: 0.4857 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 03:16:06 - mmengine - INFO - Epoch(train) [16][940/1441] lr: 2.0000e-03 eta: 0:41:18 time: 0.3799 data_time: 0.0226 memory: 8503 grad_norm: 0.1274 recall@thr=0.5: 0.7523 prec@thr=0.5: 0.7572 recall@top3: 0.8095 prec@top3: 0.6577 recall@top5: 0.9730 prec@top5: 0.4919 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 03:16:14 - mmengine - INFO - Epoch(train) [16][960/1441] lr: 2.0000e-03 eta: 0:41:10 time: 0.3696 data_time: 0.0163 memory: 8503 grad_norm: 0.1292 recall@thr=0.5: 0.7111 prec@thr=0.5: 0.8203 recall@top3: 0.7850 prec@top3: 0.7255 recall@top5: 0.9118 prec@top5: 0.5137 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 03:16:22 - mmengine - INFO - Epoch(train) [16][980/1441] lr: 2.0000e-03 eta: 0:41:02 time: 0.4097 data_time: 0.0246 memory: 8503 grad_norm: 0.1274 recall@thr=0.5: 0.7222 prec@thr=0.5: 0.7359 recall@top3: 0.8017 prec@top3: 0.6239 recall@top5: 0.9615 prec@top5: 0.4615 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 03:16:29 - mmengine - INFO - Epoch(train) [16][1000/1441] lr: 2.0000e-03 eta: 0:40:54 time: 0.3720 data_time: 0.0158 memory: 8503 grad_norm: 0.1275 recall@thr=0.5: 0.7803 prec@thr=0.5: 0.8443 recall@top3: 0.8180 prec@top3: 0.7596 recall@top5: 0.9361 prec@top5: 0.5377 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 03:16:37 - mmengine - INFO - Epoch(train) [16][1020/1441] lr: 2.0000e-03 eta: 0:40:46 time: 0.3988 data_time: 0.0236 memory: 8503 grad_norm: 0.1308 recall@thr=0.5: 0.7533 prec@thr=0.5: 0.7833 recall@top3: 0.8268 prec@top3: 0.6013 recall@top5: 0.9052 prec@top5: 0.4000 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 03:16:45 - mmengine - INFO - Epoch(train) [16][1040/1441] lr: 2.0000e-03 eta: 0:40:38 time: 0.3843 data_time: 0.0282 memory: 8503 grad_norm: 0.1273 recall@thr=0.5: 0.6686 prec@thr=0.5: 0.7403 recall@top3: 0.7791 prec@top3: 0.6357 recall@top5: 0.9050 prec@top5: 0.4651 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 03:16:53 - mmengine - INFO - Epoch(train) [16][1060/1441] lr: 2.0000e-03 eta: 0:40:30 time: 0.3810 data_time: 0.0249 memory: 8503 grad_norm: 0.1311 recall@thr=0.5: 0.7804 prec@thr=0.5: 0.8529 recall@top3: 0.8435 prec@top3: 0.6601 recall@top5: 0.9176 prec@top5: 0.4353 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 03:17:01 - mmengine - INFO - Epoch(train) [16][1080/1441] lr: 2.0000e-03 eta: 0:40:22 time: 0.4031 data_time: 0.0192 memory: 8503 grad_norm: 0.1317 recall@thr=0.5: 0.8644 prec@thr=0.5: 0.8595 recall@top3: 0.9216 prec@top3: 0.6928 recall@top5: 0.9722 prec@top5: 0.4431 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 03:17:09 - mmengine - INFO - Epoch(train) [16][1100/1441] lr: 2.0000e-03 eta: 0:40:14 time: 0.3855 data_time: 0.0238 memory: 8503 grad_norm: 0.1291 recall@thr=0.5: 0.7027 prec@thr=0.5: 0.7005 recall@top3: 0.8086 prec@top3: 0.6216 recall@top5: 0.9279 prec@top5: 0.4324 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 03:17:17 - mmengine - INFO - Epoch(train) [16][1120/1441] lr: 2.0000e-03 eta: 0:40:06 time: 0.4130 data_time: 0.0195 memory: 8503 grad_norm: 0.1330 recall@thr=0.5: 0.7587 prec@thr=0.5: 0.8542 recall@top3: 0.8681 prec@top3: 0.6458 recall@top5: 0.9878 prec@top5: 0.4500 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 03:17:24 - mmengine - INFO - Epoch(train) [16][1140/1441] lr: 2.0000e-03 eta: 0:39:58 time: 0.3844 data_time: 0.0231 memory: 8503 grad_norm: 0.1304 recall@thr=0.5: 0.7018 prec@thr=0.5: 0.8080 recall@top3: 0.7815 prec@top3: 0.6449 recall@top5: 0.8873 prec@top5: 0.4522 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 03:17:32 - mmengine - INFO - Epoch(train) [16][1160/1441] lr: 2.0000e-03 eta: 0:39:50 time: 0.3767 data_time: 0.0226 memory: 8503 grad_norm: 0.1301 recall@thr=0.5: 0.7721 prec@thr=0.5: 0.7899 recall@top3: 0.7576 prec@top3: 0.7029 recall@top5: 0.9304 prec@top5: 0.5174 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 03:17:40 - mmengine - INFO - Epoch(train) [16][1180/1441] lr: 2.0000e-03 eta: 0:39:43 time: 0.4146 data_time: 0.0259 memory: 8503 grad_norm: 0.1279 recall@thr=0.5: 0.7507 prec@thr=0.5: 0.8333 recall@top3: 0.8046 prec@top3: 0.6738 recall@top5: 0.9021 prec@top5: 0.4809 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 03:17:48 - mmengine - INFO - Epoch(train) [16][1200/1441] lr: 2.0000e-03 eta: 0:39:35 time: 0.3859 data_time: 0.0197 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.7259 prec@thr=0.5: 0.8463 recall@top3: 0.8075 prec@top3: 0.7471 recall@top5: 0.9376 prec@top5: 0.5414 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 03:17:56 - mmengine - INFO - Epoch(train) [16][1220/1441] lr: 2.0000e-03 eta: 0:39:27 time: 0.3856 data_time: 0.0205 memory: 8503 grad_norm: 0.1268 recall@thr=0.5: 0.7480 prec@thr=0.5: 0.8413 recall@top3: 0.8234 prec@top3: 0.6825 recall@top5: 0.9563 prec@top5: 0.4905 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 03:18:04 - mmengine - INFO - Epoch(train) [16][1240/1441] lr: 2.0000e-03 eta: 0:39:19 time: 0.4158 data_time: 0.0171 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.7497 prec@thr=0.5: 0.8493 recall@top3: 0.8737 prec@top3: 0.7400 recall@top5: 0.9510 prec@top5: 0.4960 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 03:18:12 - mmengine - INFO - Epoch(train) [16][1260/1441] lr: 2.0000e-03 eta: 0:39:11 time: 0.3869 data_time: 0.0227 memory: 8503 grad_norm: 0.1272 recall@thr=0.5: 0.7881 prec@thr=0.5: 0.8148 recall@top3: 0.8522 prec@top3: 0.7259 recall@top5: 0.9419 prec@top5: 0.4933 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 03:18:20 - mmengine - INFO - Epoch(train) [16][1280/1441] lr: 2.0000e-03 eta: 0:39:03 time: 0.4311 data_time: 0.0228 memory: 8503 grad_norm: 0.1326 recall@thr=0.5: 0.5560 prec@thr=0.5: 0.6548 recall@top3: 0.7147 prec@top3: 0.5476 recall@top5: 0.8492 prec@top5: 0.4048 loss_action_cls: 0.0387 loss: 0.0387 2022/08/07 03:18:28 - mmengine - INFO - Epoch(train) [16][1300/1441] lr: 2.0000e-03 eta: 0:38:55 time: 0.3846 data_time: 0.0241 memory: 8503 grad_norm: 0.1334 recall@thr=0.5: 0.7167 prec@thr=0.5: 0.8203 recall@top3: 0.8509 prec@top3: 0.7297 recall@top5: 0.9622 prec@top5: 0.5027 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 03:18:36 - mmengine - INFO - Epoch(train) [16][1320/1441] lr: 2.0000e-03 eta: 0:38:47 time: 0.3771 data_time: 0.0168 memory: 8503 grad_norm: 0.1301 recall@thr=0.5: 0.8262 prec@thr=0.5: 0.9078 recall@top3: 0.8883 prec@top3: 0.7305 recall@top5: 0.9787 prec@top5: 0.4851 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 03:18:44 - mmengine - INFO - Epoch(train) [16][1340/1441] lr: 2.0000e-03 eta: 0:38:39 time: 0.4069 data_time: 0.0231 memory: 8503 grad_norm: 0.1273 recall@thr=0.5: 0.8265 prec@thr=0.5: 0.8966 recall@top3: 0.8997 prec@top3: 0.8299 recall@top5: 0.9728 prec@top5: 0.5469 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 03:18:52 - mmengine - INFO - Epoch(train) [16][1360/1441] lr: 2.0000e-03 eta: 0:38:31 time: 0.3892 data_time: 0.0180 memory: 8503 grad_norm: 0.1314 recall@thr=0.5: 0.7480 prec@thr=0.5: 0.8496 recall@top3: 0.8313 prec@top3: 0.7073 recall@top5: 0.9289 prec@top5: 0.4878 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 03:19:00 - mmengine - INFO - Epoch(train) [16][1380/1441] lr: 2.0000e-03 eta: 0:38:24 time: 0.4152 data_time: 0.0210 memory: 8503 grad_norm: 0.1291 recall@thr=0.5: 0.7877 prec@thr=0.5: 0.8373 recall@top3: 0.8829 prec@top3: 0.7222 recall@top5: 0.9147 prec@top5: 0.4524 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 03:19:02 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 03:19:08 - mmengine - INFO - Epoch(train) [16][1400/1441] lr: 2.0000e-03 eta: 0:38:16 time: 0.3814 data_time: 0.0283 memory: 8503 grad_norm: 0.1282 recall@thr=0.5: 0.7813 prec@thr=0.5: 0.8304 recall@top3: 0.8170 prec@top3: 0.7485 recall@top5: 0.9643 prec@top5: 0.5509 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 03:19:15 - mmengine - INFO - Epoch(train) [16][1420/1441] lr: 2.0000e-03 eta: 0:38:08 time: 0.3803 data_time: 0.0223 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.6846 prec@thr=0.5: 0.7827 recall@top3: 0.8366 prec@top3: 0.6275 recall@top5: 0.9199 prec@top5: 0.4235 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 03:19:23 - mmengine - INFO - Epoch(train) [16][1440/1441] lr: 2.0000e-03 eta: 0:38:00 time: 0.4111 data_time: 0.0173 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.7805 prec@thr=0.5: 0.7825 recall@top3: 0.8415 prec@top3: 0.6829 recall@top5: 0.9634 prec@top5: 0.4829 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 03:19:24 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 03:19:24 - mmengine - INFO - Epoch(train) [16][1441/1441] lr: 2.0000e-03 eta: 0:38:00 time: 0.4029 data_time: 0.0186 memory: 4495 grad_norm: 0.1350 recall@thr=0.5: 0.8813 prec@thr=0.5: 0.9633 recall@top3: 0.9213 prec@top3: 0.7600 recall@top5: 0.9900 prec@top5: 0.5120 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 03:19:24 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/08/07 03:19:29 - mmengine - INFO - Epoch(val) [16][20/6282] eta: 0:04:09 time: 0.0399 data_time: 0.0068 memory: 560 2022/08/07 03:19:30 - mmengine - INFO - Epoch(val) [16][40/6282] eta: 0:04:06 time: 0.0396 data_time: 0.0046 memory: 560 2022/08/07 03:19:31 - mmengine - INFO - Epoch(val) [16][60/6282] eta: 0:04:09 time: 0.0401 data_time: 0.0049 memory: 560 2022/08/07 03:19:32 - mmengine - INFO - Epoch(val) [16][80/6282] eta: 0:04:28 time: 0.0433 data_time: 0.0044 memory: 560 2022/08/07 03:19:33 - mmengine - INFO - Epoch(val) [16][100/6282] eta: 0:04:29 time: 0.0436 data_time: 0.0048 memory: 560 2022/08/07 03:19:34 - mmengine - INFO - Epoch(val) [16][120/6282] eta: 0:04:46 time: 0.0465 data_time: 0.0058 memory: 606 2022/08/07 03:19:35 - mmengine - INFO - Epoch(val) [16][140/6282] eta: 0:04:31 time: 0.0443 data_time: 0.0052 memory: 606 2022/08/07 03:19:36 - mmengine - INFO - Epoch(val) [16][160/6282] eta: 0:04:32 time: 0.0445 data_time: 0.0061 memory: 606 2022/08/07 03:19:37 - mmengine - INFO - Epoch(val) [16][180/6282] eta: 0:06:56 time: 0.0683 data_time: 0.0041 memory: 606 2022/08/07 03:19:38 - mmengine - INFO - Epoch(val) [16][200/6282] eta: 0:04:30 time: 0.0444 data_time: 0.0048 memory: 606 2022/08/07 03:19:39 - mmengine - INFO - Epoch(val) [16][220/6282] eta: 0:04:14 time: 0.0420 data_time: 0.0052 memory: 577 2022/08/07 03:19:40 - mmengine - INFO - Epoch(val) [16][240/6282] eta: 0:04:13 time: 0.0419 data_time: 0.0031 memory: 577 2022/08/07 03:19:40 - mmengine - INFO - Epoch(val) [16][260/6282] eta: 0:03:59 time: 0.0397 data_time: 0.0046 memory: 577 2022/08/07 03:19:41 - mmengine - INFO - Epoch(val) [16][280/6282] eta: 0:04:19 time: 0.0432 data_time: 0.0045 memory: 577 2022/08/07 03:19:42 - mmengine - INFO - Epoch(val) [16][300/6282] eta: 0:04:37 time: 0.0464 data_time: 0.0047 memory: 606 2022/08/07 03:19:43 - mmengine - INFO - Epoch(val) [16][320/6282] eta: 0:04:07 time: 0.0415 data_time: 0.0032 memory: 606 2022/08/07 03:19:44 - mmengine - INFO - Epoch(val) [16][340/6282] eta: 0:04:05 time: 0.0413 data_time: 0.0048 memory: 606 2022/08/07 03:19:45 - mmengine - INFO - Epoch(val) [16][360/6282] eta: 0:04:14 time: 0.0429 data_time: 0.0041 memory: 606 2022/08/07 03:19:46 - mmengine - INFO - Epoch(val) [16][380/6282] eta: 0:03:47 time: 0.0385 data_time: 0.0032 memory: 606 2022/08/07 03:19:46 - mmengine - INFO - Epoch(val) [16][400/6282] eta: 0:04:32 time: 0.0464 data_time: 0.0030 memory: 606 2022/08/07 03:19:47 - mmengine - INFO - Epoch(val) [16][420/6282] eta: 0:04:23 time: 0.0450 data_time: 0.0057 memory: 579 2022/08/07 03:19:48 - mmengine - INFO - Epoch(val) [16][440/6282] eta: 0:03:52 time: 0.0398 data_time: 0.0041 memory: 579 2022/08/07 03:19:49 - mmengine - INFO - Epoch(val) [16][460/6282] eta: 0:04:07 time: 0.0425 data_time: 0.0052 memory: 579 2022/08/07 03:19:50 - mmengine - INFO - Epoch(val) [16][480/6282] eta: 0:03:50 time: 0.0397 data_time: 0.0038 memory: 579 2022/08/07 03:19:51 - mmengine - INFO - Epoch(val) [16][500/6282] eta: 0:03:58 time: 0.0412 data_time: 0.0030 memory: 579 2022/08/07 03:19:52 - mmengine - INFO - Epoch(val) [16][520/6282] eta: 0:04:05 time: 0.0426 data_time: 0.0037 memory: 577 2022/08/07 03:19:52 - mmengine - INFO - Epoch(val) [16][540/6282] eta: 0:04:11 time: 0.0439 data_time: 0.0058 memory: 577 2022/08/07 03:19:53 - mmengine - INFO - Epoch(val) [16][560/6282] eta: 0:04:20 time: 0.0455 data_time: 0.0044 memory: 577 2022/08/07 03:19:54 - mmengine - INFO - Epoch(val) [16][580/6282] eta: 0:04:26 time: 0.0468 data_time: 0.0054 memory: 577 2022/08/07 03:19:55 - mmengine - INFO - Epoch(val) [16][600/6282] eta: 0:04:28 time: 0.0472 data_time: 0.0059 memory: 577 2022/08/07 03:19:57 - mmengine - INFO - Epoch(val) [16][620/6282] eta: 0:06:52 time: 0.0728 data_time: 0.0055 memory: 577 2022/08/07 03:19:58 - mmengine - INFO - Epoch(val) [16][640/6282] eta: 0:04:07 time: 0.0439 data_time: 0.0066 memory: 575 2022/08/07 03:19:59 - mmengine - INFO - Epoch(val) [16][660/6282] eta: 0:04:12 time: 0.0450 data_time: 0.0049 memory: 575 2022/08/07 03:19:59 - mmengine - INFO - Epoch(val) [16][680/6282] eta: 0:03:50 time: 0.0411 data_time: 0.0056 memory: 575 2022/08/07 03:20:00 - mmengine - INFO - Epoch(val) [16][700/6282] eta: 0:03:36 time: 0.0388 data_time: 0.0028 memory: 575 2022/08/07 03:20:01 - mmengine - INFO - Epoch(val) [16][720/6282] eta: 0:03:44 time: 0.0404 data_time: 0.0041 memory: 606 2022/08/07 03:20:02 - mmengine - INFO - Epoch(val) [16][740/6282] eta: 0:03:47 time: 0.0411 data_time: 0.0031 memory: 606 2022/08/07 03:20:03 - mmengine - INFO - Epoch(val) [16][760/6282] eta: 0:04:05 time: 0.0445 data_time: 0.0059 memory: 606 2022/08/07 03:20:04 - mmengine - INFO - Epoch(val) [16][780/6282] eta: 0:04:00 time: 0.0436 data_time: 0.0040 memory: 606 2022/08/07 03:20:05 - mmengine - INFO - Epoch(val) [16][800/6282] eta: 0:04:01 time: 0.0441 data_time: 0.0054 memory: 606 2022/08/07 03:20:05 - mmengine - INFO - Epoch(val) [16][820/6282] eta: 0:03:35 time: 0.0395 data_time: 0.0034 memory: 606 2022/08/07 03:20:06 - mmengine - INFO - Epoch(val) [16][840/6282] eta: 0:03:39 time: 0.0403 data_time: 0.0049 memory: 577 2022/08/07 03:20:07 - mmengine - INFO - Epoch(val) [16][860/6282] eta: 0:04:11 time: 0.0464 data_time: 0.0050 memory: 577 2022/08/07 03:20:08 - mmengine - INFO - Epoch(val) [16][880/6282] eta: 0:03:52 time: 0.0431 data_time: 0.0054 memory: 577 2022/08/07 03:20:09 - mmengine - INFO - Epoch(val) [16][900/6282] eta: 0:03:31 time: 0.0393 data_time: 0.0045 memory: 577 2022/08/07 03:20:10 - mmengine - INFO - Epoch(val) [16][920/6282] eta: 0:03:18 time: 0.0369 data_time: 0.0036 memory: 577 2022/08/07 03:20:10 - mmengine - INFO - Epoch(val) [16][940/6282] eta: 0:03:29 time: 0.0392 data_time: 0.0050 memory: 560 2022/08/07 03:20:11 - mmengine - INFO - Epoch(val) [16][960/6282] eta: 0:03:43 time: 0.0420 data_time: 0.0054 memory: 560 2022/08/07 03:20:12 - mmengine - INFO - Epoch(val) [16][980/6282] eta: 0:03:39 time: 0.0415 data_time: 0.0044 memory: 560 2022/08/07 03:20:13 - mmengine - INFO - Epoch(val) [16][1000/6282] eta: 0:03:22 time: 0.0383 data_time: 0.0036 memory: 560 2022/08/07 03:20:14 - mmengine - INFO - Epoch(val) [16][1020/6282] eta: 0:03:39 time: 0.0416 data_time: 0.0043 memory: 577 2022/08/07 03:20:15 - mmengine - INFO - Epoch(val) [16][1040/6282] eta: 0:03:25 time: 0.0393 data_time: 0.0029 memory: 577 2022/08/07 03:20:15 - mmengine - INFO - Epoch(val) [16][1060/6282] eta: 0:03:45 time: 0.0432 data_time: 0.0053 memory: 577 2022/08/07 03:20:17 - mmengine - INFO - Epoch(val) [16][1080/6282] eta: 0:06:03 time: 0.0700 data_time: 0.0047 memory: 577 2022/08/07 03:20:18 - mmengine - INFO - Epoch(val) [16][1100/6282] eta: 0:04:00 time: 0.0465 data_time: 0.0057 memory: 577 2022/08/07 03:20:19 - mmengine - INFO - Epoch(val) [16][1120/6282] eta: 0:03:54 time: 0.0454 data_time: 0.0060 memory: 577 2022/08/07 03:20:20 - mmengine - INFO - Epoch(val) [16][1140/6282] eta: 0:03:37 time: 0.0424 data_time: 0.0040 memory: 577 2022/08/07 03:20:20 - mmengine - INFO - Epoch(val) [16][1160/6282] eta: 0:03:42 time: 0.0434 data_time: 0.0056 memory: 577 2022/08/07 03:20:21 - mmengine - INFO - Epoch(val) [16][1180/6282] eta: 0:04:11 time: 0.0493 data_time: 0.0063 memory: 577 2022/08/07 03:20:22 - mmengine - INFO - Epoch(val) [16][1200/6282] eta: 0:04:08 time: 0.0490 data_time: 0.0055 memory: 577 2022/08/07 03:20:23 - mmengine - INFO - Epoch(val) [16][1220/6282] eta: 0:04:07 time: 0.0488 data_time: 0.0047 memory: 577 2022/08/07 03:20:24 - mmengine - INFO - Epoch(val) [16][1240/6282] eta: 0:04:16 time: 0.0508 data_time: 0.0051 memory: 606 2022/08/07 03:20:25 - mmengine - INFO - Epoch(val) [16][1260/6282] eta: 0:03:43 time: 0.0444 data_time: 0.0057 memory: 606 2022/08/07 03:20:26 - mmengine - INFO - Epoch(val) [16][1280/6282] eta: 0:03:10 time: 0.0380 data_time: 0.0043 memory: 606 2022/08/07 03:20:27 - mmengine - INFO - Epoch(val) [16][1300/6282] eta: 0:03:30 time: 0.0423 data_time: 0.0043 memory: 606 2022/08/07 03:20:28 - mmengine - INFO - Epoch(val) [16][1320/6282] eta: 0:03:35 time: 0.0433 data_time: 0.0035 memory: 606 2022/08/07 03:20:29 - mmengine - INFO - Epoch(val) [16][1340/6282] eta: 0:03:36 time: 0.0438 data_time: 0.0043 memory: 606 2022/08/07 03:20:30 - mmengine - INFO - Epoch(val) [16][1360/6282] eta: 0:03:41 time: 0.0450 data_time: 0.0071 memory: 606 2022/08/07 03:20:31 - mmengine - INFO - Epoch(val) [16][1380/6282] eta: 0:03:13 time: 0.0395 data_time: 0.0039 memory: 606 2022/08/07 03:20:31 - mmengine - INFO - Epoch(val) [16][1400/6282] eta: 0:03:13 time: 0.0396 data_time: 0.0035 memory: 606 2022/08/07 03:20:32 - mmengine - INFO - Epoch(val) [16][1420/6282] eta: 0:03:06 time: 0.0384 data_time: 0.0045 memory: 606 2022/08/07 03:20:33 - mmengine - INFO - Epoch(val) [16][1440/6282] eta: 0:03:07 time: 0.0387 data_time: 0.0042 memory: 606 2022/08/07 03:20:34 - mmengine - INFO - Epoch(val) [16][1460/6282] eta: 0:03:11 time: 0.0397 data_time: 0.0044 memory: 606 2022/08/07 03:20:35 - mmengine - INFO - Epoch(val) [16][1480/6282] eta: 0:03:16 time: 0.0409 data_time: 0.0043 memory: 606 2022/08/07 03:20:35 - mmengine - INFO - Epoch(val) [16][1500/6282] eta: 0:03:08 time: 0.0394 data_time: 0.0051 memory: 606 2022/08/07 03:20:36 - mmengine - INFO - Epoch(val) [16][1520/6282] eta: 0:03:13 time: 0.0406 data_time: 0.0040 memory: 650 2022/08/07 03:20:38 - mmengine - INFO - Epoch(val) [16][1540/6282] eta: 0:05:29 time: 0.0696 data_time: 0.0040 memory: 650 2022/08/07 03:20:39 - mmengine - INFO - Epoch(val) [16][1560/6282] eta: 0:03:31 time: 0.0448 data_time: 0.0047 memory: 650 2022/08/07 03:20:39 - mmengine - INFO - Epoch(val) [16][1580/6282] eta: 0:03:18 time: 0.0422 data_time: 0.0042 memory: 650 2022/08/07 03:20:40 - mmengine - INFO - Epoch(val) [16][1600/6282] eta: 0:03:17 time: 0.0423 data_time: 0.0039 memory: 650 2022/08/07 03:20:41 - mmengine - INFO - Epoch(val) [16][1620/6282] eta: 0:03:20 time: 0.0431 data_time: 0.0060 memory: 650 2022/08/07 03:20:42 - mmengine - INFO - Epoch(val) [16][1640/6282] eta: 0:03:18 time: 0.0428 data_time: 0.0045 memory: 606 2022/08/07 03:20:43 - mmengine - INFO - Epoch(val) [16][1660/6282] eta: 0:03:16 time: 0.0426 data_time: 0.0037 memory: 606 2022/08/07 03:20:44 - mmengine - INFO - Epoch(val) [16][1680/6282] eta: 0:03:33 time: 0.0464 data_time: 0.0059 memory: 606 2022/08/07 03:20:45 - mmengine - INFO - Epoch(val) [16][1700/6282] eta: 0:03:37 time: 0.0474 data_time: 0.0045 memory: 606 2022/08/07 03:20:46 - mmengine - INFO - Epoch(val) [16][1720/6282] eta: 0:03:40 time: 0.0483 data_time: 0.0062 memory: 606 2022/08/07 03:20:47 - mmengine - INFO - Epoch(val) [16][1740/6282] eta: 0:03:29 time: 0.0461 data_time: 0.0055 memory: 606 2022/08/07 03:20:48 - mmengine - INFO - Epoch(val) [16][1760/6282] eta: 0:03:13 time: 0.0428 data_time: 0.0043 memory: 606 2022/08/07 03:20:48 - mmengine - INFO - Epoch(val) [16][1780/6282] eta: 0:03:21 time: 0.0447 data_time: 0.0051 memory: 606 2022/08/07 03:20:49 - mmengine - INFO - Epoch(val) [16][1800/6282] eta: 0:03:24 time: 0.0455 data_time: 0.0083 memory: 606 2022/08/07 03:20:50 - mmengine - INFO - Epoch(val) [16][1820/6282] eta: 0:03:06 time: 0.0418 data_time: 0.0045 memory: 606 2022/08/07 03:20:51 - mmengine - INFO - Epoch(val) [16][1840/6282] eta: 0:03:09 time: 0.0427 data_time: 0.0044 memory: 606 2022/08/07 03:20:52 - mmengine - INFO - Epoch(val) [16][1860/6282] eta: 0:03:06 time: 0.0421 data_time: 0.0047 memory: 606 2022/08/07 03:20:53 - mmengine - INFO - Epoch(val) [16][1880/6282] eta: 0:03:10 time: 0.0433 data_time: 0.0041 memory: 606 2022/08/07 03:20:54 - mmengine - INFO - Epoch(val) [16][1900/6282] eta: 0:03:01 time: 0.0415 data_time: 0.0044 memory: 606 2022/08/07 03:20:55 - mmengine - INFO - Epoch(val) [16][1920/6282] eta: 0:03:03 time: 0.0420 data_time: 0.0035 memory: 606 2022/08/07 03:20:55 - mmengine - INFO - Epoch(val) [16][1940/6282] eta: 0:02:56 time: 0.0407 data_time: 0.0043 memory: 606 2022/08/07 03:20:56 - mmengine - INFO - Epoch(val) [16][1960/6282] eta: 0:02:55 time: 0.0406 data_time: 0.0052 memory: 579 2022/08/07 03:20:58 - mmengine - INFO - Epoch(val) [16][1980/6282] eta: 0:04:52 time: 0.0679 data_time: 0.0070 memory: 579 2022/08/07 03:20:59 - mmengine - INFO - Epoch(val) [16][2000/6282] eta: 0:03:12 time: 0.0450 data_time: 0.0056 memory: 579 2022/08/07 03:20:59 - mmengine - INFO - Epoch(val) [16][2020/6282] eta: 0:02:59 time: 0.0420 data_time: 0.0047 memory: 579 2022/08/07 03:21:00 - mmengine - INFO - Epoch(val) [16][2040/6282] eta: 0:03:09 time: 0.0447 data_time: 0.0044 memory: 579 2022/08/07 03:21:01 - mmengine - INFO - Epoch(val) [16][2060/6282] eta: 0:02:53 time: 0.0411 data_time: 0.0032 memory: 579 2022/08/07 03:21:02 - mmengine - INFO - Epoch(val) [16][2080/6282] eta: 0:02:42 time: 0.0387 data_time: 0.0047 memory: 579 2022/08/07 03:21:03 - mmengine - INFO - Epoch(val) [16][2100/6282] eta: 0:02:45 time: 0.0395 data_time: 0.0044 memory: 579 2022/08/07 03:21:03 - mmengine - INFO - Epoch(val) [16][2120/6282] eta: 0:02:39 time: 0.0383 data_time: 0.0028 memory: 579 2022/08/07 03:21:04 - mmengine - INFO - Epoch(val) [16][2140/6282] eta: 0:02:44 time: 0.0397 data_time: 0.0047 memory: 579 2022/08/07 03:21:05 - mmengine - INFO - Epoch(val) [16][2160/6282] eta: 0:02:44 time: 0.0399 data_time: 0.0041 memory: 577 2022/08/07 03:21:06 - mmengine - INFO - Epoch(val) [16][2180/6282] eta: 0:02:43 time: 0.0399 data_time: 0.0057 memory: 577 2022/08/07 03:21:07 - mmengine - INFO - Epoch(val) [16][2200/6282] eta: 0:03:09 time: 0.0464 data_time: 0.0105 memory: 577 2022/08/07 03:21:08 - mmengine - INFO - Epoch(val) [16][2220/6282] eta: 0:02:46 time: 0.0410 data_time: 0.0050 memory: 577 2022/08/07 03:21:09 - mmengine - INFO - Epoch(val) [16][2240/6282] eta: 0:02:52 time: 0.0426 data_time: 0.0041 memory: 577 2022/08/07 03:21:09 - mmengine - INFO - Epoch(val) [16][2260/6282] eta: 0:02:45 time: 0.0412 data_time: 0.0032 memory: 579 2022/08/07 03:21:10 - mmengine - INFO - Epoch(val) [16][2280/6282] eta: 0:02:36 time: 0.0391 data_time: 0.0032 memory: 579 2022/08/07 03:21:11 - mmengine - INFO - Epoch(val) [16][2300/6282] eta: 0:02:48 time: 0.0423 data_time: 0.0041 memory: 579 2022/08/07 03:21:12 - mmengine - INFO - Epoch(val) [16][2320/6282] eta: 0:02:38 time: 0.0400 data_time: 0.0042 memory: 579 2022/08/07 03:21:13 - mmengine - INFO - Epoch(val) [16][2340/6282] eta: 0:02:48 time: 0.0427 data_time: 0.0048 memory: 579 2022/08/07 03:21:14 - mmengine - INFO - Epoch(val) [16][2360/6282] eta: 0:02:37 time: 0.0402 data_time: 0.0046 memory: 577 2022/08/07 03:21:15 - mmengine - INFO - Epoch(val) [16][2380/6282] eta: 0:02:55 time: 0.0450 data_time: 0.0050 memory: 577 2022/08/07 03:21:15 - mmengine - INFO - Epoch(val) [16][2400/6282] eta: 0:03:07 time: 0.0483 data_time: 0.0075 memory: 577 2022/08/07 03:21:17 - mmengine - INFO - Epoch(val) [16][2420/6282] eta: 0:04:27 time: 0.0693 data_time: 0.0040 memory: 577 2022/08/07 03:21:18 - mmengine - INFO - Epoch(val) [16][2440/6282] eta: 0:02:55 time: 0.0456 data_time: 0.0065 memory: 577 2022/08/07 03:21:19 - mmengine - INFO - Epoch(val) [16][2460/6282] eta: 0:02:59 time: 0.0469 data_time: 0.0053 memory: 606 2022/08/07 03:21:20 - mmengine - INFO - Epoch(val) [16][2480/6282] eta: 0:02:33 time: 0.0403 data_time: 0.0038 memory: 606 2022/08/07 03:21:20 - mmengine - INFO - Epoch(val) [16][2500/6282] eta: 0:02:38 time: 0.0420 data_time: 0.0032 memory: 606 2022/08/07 03:21:21 - mmengine - INFO - Epoch(val) [16][2520/6282] eta: 0:02:32 time: 0.0406 data_time: 0.0041 memory: 606 2022/08/07 03:21:22 - mmengine - INFO - Epoch(val) [16][2540/6282] eta: 0:02:31 time: 0.0404 data_time: 0.0046 memory: 606 2022/08/07 03:21:23 - mmengine - INFO - Epoch(val) [16][2560/6282] eta: 0:02:36 time: 0.0421 data_time: 0.0044 memory: 606 2022/08/07 03:21:24 - mmengine - INFO - Epoch(val) [16][2580/6282] eta: 0:02:28 time: 0.0402 data_time: 0.0052 memory: 606 2022/08/07 03:21:25 - mmengine - INFO - Epoch(val) [16][2600/6282] eta: 0:02:46 time: 0.0451 data_time: 0.0056 memory: 606 2022/08/07 03:21:26 - mmengine - INFO - Epoch(val) [16][2620/6282] eta: 0:02:31 time: 0.0415 data_time: 0.0060 memory: 606 2022/08/07 03:21:26 - mmengine - INFO - Epoch(val) [16][2640/6282] eta: 0:02:31 time: 0.0417 data_time: 0.0052 memory: 606 2022/08/07 03:21:27 - mmengine - INFO - Epoch(val) [16][2660/6282] eta: 0:03:00 time: 0.0499 data_time: 0.0057 memory: 646 2022/08/07 03:21:28 - mmengine - INFO - Epoch(val) [16][2680/6282] eta: 0:02:46 time: 0.0462 data_time: 0.0065 memory: 646 2022/08/07 03:21:29 - mmengine - INFO - Epoch(val) [16][2700/6282] eta: 0:02:39 time: 0.0445 data_time: 0.0046 memory: 646 2022/08/07 03:21:30 - mmengine - INFO - Epoch(val) [16][2720/6282] eta: 0:02:38 time: 0.0446 data_time: 0.0051 memory: 646 2022/08/07 03:21:31 - mmengine - INFO - Epoch(val) [16][2740/6282] eta: 0:02:39 time: 0.0449 data_time: 0.0049 memory: 646 2022/08/07 03:21:32 - mmengine - INFO - Epoch(val) [16][2760/6282] eta: 0:02:29 time: 0.0424 data_time: 0.0041 memory: 579 2022/08/07 03:21:33 - mmengine - INFO - Epoch(val) [16][2780/6282] eta: 0:02:11 time: 0.0374 data_time: 0.0037 memory: 579 2022/08/07 03:21:33 - mmengine - INFO - Epoch(val) [16][2800/6282] eta: 0:02:15 time: 0.0388 data_time: 0.0025 memory: 579 2022/08/07 03:21:34 - mmengine - INFO - Epoch(val) [16][2820/6282] eta: 0:02:18 time: 0.0401 data_time: 0.0034 memory: 579 2022/08/07 03:21:35 - mmengine - INFO - Epoch(val) [16][2840/6282] eta: 0:02:17 time: 0.0399 data_time: 0.0043 memory: 579 2022/08/07 03:21:36 - mmengine - INFO - Epoch(val) [16][2860/6282] eta: 0:02:22 time: 0.0416 data_time: 0.0044 memory: 606 2022/08/07 03:21:37 - mmengine - INFO - Epoch(val) [16][2880/6282] eta: 0:03:45 time: 0.0662 data_time: 0.0047 memory: 606 2022/08/07 03:21:38 - mmengine - INFO - Epoch(val) [16][2900/6282] eta: 0:02:12 time: 0.0390 data_time: 0.0031 memory: 606 2022/08/07 03:21:39 - mmengine - INFO - Epoch(val) [16][2920/6282] eta: 0:02:10 time: 0.0387 data_time: 0.0043 memory: 606 2022/08/07 03:21:40 - mmengine - INFO - Epoch(val) [16][2940/6282] eta: 0:02:09 time: 0.0386 data_time: 0.0039 memory: 591 2022/08/07 03:21:40 - mmengine - INFO - Epoch(val) [16][2960/6282] eta: 0:02:17 time: 0.0413 data_time: 0.0037 memory: 591 2022/08/07 03:21:41 - mmengine - INFO - Epoch(val) [16][2980/6282] eta: 0:02:16 time: 0.0413 data_time: 0.0055 memory: 591 2022/08/07 03:21:42 - mmengine - INFO - Epoch(val) [16][3000/6282] eta: 0:02:08 time: 0.0392 data_time: 0.0043 memory: 591 2022/08/07 03:21:43 - mmengine - INFO - Epoch(val) [16][3020/6282] eta: 0:02:15 time: 0.0416 data_time: 0.0046 memory: 606 2022/08/07 03:21:44 - mmengine - INFO - Epoch(val) [16][3040/6282] eta: 0:02:13 time: 0.0411 data_time: 0.0044 memory: 606 2022/08/07 03:21:45 - mmengine - INFO - Epoch(val) [16][3060/6282] eta: 0:02:17 time: 0.0427 data_time: 0.0053 memory: 606 2022/08/07 03:21:46 - mmengine - INFO - Epoch(val) [16][3080/6282] eta: 0:02:13 time: 0.0416 data_time: 0.0052 memory: 606 2022/08/07 03:21:46 - mmengine - INFO - Epoch(val) [16][3100/6282] eta: 0:02:12 time: 0.0418 data_time: 0.0040 memory: 606 2022/08/07 03:21:47 - mmengine - INFO - Epoch(val) [16][3120/6282] eta: 0:02:12 time: 0.0419 data_time: 0.0055 memory: 579 2022/08/07 03:21:48 - mmengine - INFO - Epoch(val) [16][3140/6282] eta: 0:02:02 time: 0.0389 data_time: 0.0042 memory: 579 2022/08/07 03:21:49 - mmengine - INFO - Epoch(val) [16][3160/6282] eta: 0:02:01 time: 0.0390 data_time: 0.0042 memory: 579 2022/08/07 03:21:50 - mmengine - INFO - Epoch(val) [16][3180/6282] eta: 0:01:55 time: 0.0373 data_time: 0.0044 memory: 579 2022/08/07 03:21:50 - mmengine - INFO - Epoch(val) [16][3200/6282] eta: 0:02:07 time: 0.0413 data_time: 0.0057 memory: 606 2022/08/07 03:21:51 - mmengine - INFO - Epoch(val) [16][3220/6282] eta: 0:01:58 time: 0.0387 data_time: 0.0036 memory: 606 2022/08/07 03:21:52 - mmengine - INFO - Epoch(val) [16][3240/6282] eta: 0:02:12 time: 0.0435 data_time: 0.0039 memory: 606 2022/08/07 03:21:53 - mmengine - INFO - Epoch(val) [16][3260/6282] eta: 0:02:03 time: 0.0407 data_time: 0.0037 memory: 606 2022/08/07 03:21:54 - mmengine - INFO - Epoch(val) [16][3280/6282] eta: 0:02:07 time: 0.0425 data_time: 0.0055 memory: 606 2022/08/07 03:21:55 - mmengine - INFO - Epoch(val) [16][3300/6282] eta: 0:02:02 time: 0.0410 data_time: 0.0035 memory: 606 2022/08/07 03:21:55 - mmengine - INFO - Epoch(val) [16][3320/6282] eta: 0:01:59 time: 0.0404 data_time: 0.0069 memory: 606 2022/08/07 03:21:56 - mmengine - INFO - Epoch(val) [16][3340/6282] eta: 0:02:01 time: 0.0412 data_time: 0.0063 memory: 606 2022/08/07 03:21:58 - mmengine - INFO - Epoch(val) [16][3360/6282] eta: 0:03:27 time: 0.0710 data_time: 0.0052 memory: 606 2022/08/07 03:21:59 - mmengine - INFO - Epoch(val) [16][3380/6282] eta: 0:01:54 time: 0.0394 data_time: 0.0037 memory: 606 2022/08/07 03:21:59 - mmengine - INFO - Epoch(val) [16][3400/6282] eta: 0:02:01 time: 0.0423 data_time: 0.0060 memory: 577 2022/08/07 03:22:00 - mmengine - INFO - Epoch(val) [16][3420/6282] eta: 0:01:51 time: 0.0390 data_time: 0.0037 memory: 577 2022/08/07 03:22:01 - mmengine - INFO - Epoch(val) [16][3440/6282] eta: 0:01:56 time: 0.0409 data_time: 0.0037 memory: 577 2022/08/07 03:22:02 - mmengine - INFO - Epoch(val) [16][3460/6282] eta: 0:01:50 time: 0.0391 data_time: 0.0029 memory: 577 2022/08/07 03:22:03 - mmengine - INFO - Epoch(val) [16][3480/6282] eta: 0:01:44 time: 0.0374 data_time: 0.0045 memory: 577 2022/08/07 03:22:03 - mmengine - INFO - Epoch(val) [16][3500/6282] eta: 0:02:04 time: 0.0446 data_time: 0.0054 memory: 577 2022/08/07 03:22:04 - mmengine - INFO - Epoch(val) [16][3520/6282] eta: 0:02:05 time: 0.0453 data_time: 0.0046 memory: 577 2022/08/07 03:22:05 - mmengine - INFO - Epoch(val) [16][3540/6282] eta: 0:01:51 time: 0.0406 data_time: 0.0050 memory: 577 2022/08/07 03:22:06 - mmengine - INFO - Epoch(val) [16][3560/6282] eta: 0:01:53 time: 0.0417 data_time: 0.0028 memory: 577 2022/08/07 03:22:07 - mmengine - INFO - Epoch(val) [16][3580/6282] eta: 0:01:46 time: 0.0393 data_time: 0.0048 memory: 598 2022/08/07 03:22:08 - mmengine - INFO - Epoch(val) [16][3600/6282] eta: 0:01:53 time: 0.0421 data_time: 0.0045 memory: 598 2022/08/07 03:22:09 - mmengine - INFO - Epoch(val) [16][3620/6282] eta: 0:01:52 time: 0.0422 data_time: 0.0060 memory: 598 2022/08/07 03:22:09 - mmengine - INFO - Epoch(val) [16][3640/6282] eta: 0:01:56 time: 0.0440 data_time: 0.0048 memory: 598 2022/08/07 03:22:10 - mmengine - INFO - Epoch(val) [16][3660/6282] eta: 0:01:50 time: 0.0420 data_time: 0.0036 memory: 598 2022/08/07 03:22:11 - mmengine - INFO - Epoch(val) [16][3680/6282] eta: 0:01:55 time: 0.0443 data_time: 0.0048 memory: 606 2022/08/07 03:22:12 - mmengine - INFO - Epoch(val) [16][3700/6282] eta: 0:01:48 time: 0.0420 data_time: 0.0048 memory: 606 2022/08/07 03:22:13 - mmengine - INFO - Epoch(val) [16][3720/6282] eta: 0:01:55 time: 0.0449 data_time: 0.0065 memory: 606 2022/08/07 03:22:14 - mmengine - INFO - Epoch(val) [16][3740/6282] eta: 0:01:45 time: 0.0414 data_time: 0.0043 memory: 606 2022/08/07 03:22:15 - mmengine - INFO - Epoch(val) [16][3760/6282] eta: 0:01:45 time: 0.0418 data_time: 0.0035 memory: 606 2022/08/07 03:22:16 - mmengine - INFO - Epoch(val) [16][3780/6282] eta: 0:01:43 time: 0.0414 data_time: 0.0030 memory: 606 2022/08/07 03:22:16 - mmengine - INFO - Epoch(val) [16][3800/6282] eta: 0:01:40 time: 0.0404 data_time: 0.0041 memory: 606 2022/08/07 03:22:18 - mmengine - INFO - Epoch(val) [16][3820/6282] eta: 0:02:49 time: 0.0687 data_time: 0.0046 memory: 606 2022/08/07 03:22:19 - mmengine - INFO - Epoch(val) [16][3840/6282] eta: 0:01:41 time: 0.0414 data_time: 0.0046 memory: 606 2022/08/07 03:22:19 - mmengine - INFO - Epoch(val) [16][3860/6282] eta: 0:01:37 time: 0.0401 data_time: 0.0060 memory: 606 2022/08/07 03:22:20 - mmengine - INFO - Epoch(val) [16][3880/6282] eta: 0:01:33 time: 0.0388 data_time: 0.0045 memory: 606 2022/08/07 03:22:21 - mmengine - INFO - Epoch(val) [16][3900/6282] eta: 0:01:28 time: 0.0372 data_time: 0.0040 memory: 606 2022/08/07 03:22:22 - mmengine - INFO - Epoch(val) [16][3920/6282] eta: 0:01:40 time: 0.0425 data_time: 0.0043 memory: 606 2022/08/07 03:22:23 - mmengine - INFO - Epoch(val) [16][3940/6282] eta: 0:01:31 time: 0.0391 data_time: 0.0057 memory: 606 2022/08/07 03:22:23 - mmengine - INFO - Epoch(val) [16][3960/6282] eta: 0:01:32 time: 0.0398 data_time: 0.0044 memory: 606 2022/08/07 03:22:24 - mmengine - INFO - Epoch(val) [16][3980/6282] eta: 0:01:36 time: 0.0419 data_time: 0.0036 memory: 606 2022/08/07 03:22:25 - mmengine - INFO - Epoch(val) [16][4000/6282] eta: 0:01:29 time: 0.0390 data_time: 0.0038 memory: 606 2022/08/07 03:22:26 - mmengine - INFO - Epoch(val) [16][4020/6282] eta: 0:01:31 time: 0.0404 data_time: 0.0039 memory: 606 2022/08/07 03:22:27 - mmengine - INFO - Epoch(val) [16][4040/6282] eta: 0:01:47 time: 0.0479 data_time: 0.0088 memory: 646 2022/08/07 03:22:28 - mmengine - INFO - Epoch(val) [16][4060/6282] eta: 0:01:34 time: 0.0427 data_time: 0.0059 memory: 646 2022/08/07 03:22:29 - mmengine - INFO - Epoch(val) [16][4080/6282] eta: 0:01:34 time: 0.0429 data_time: 0.0044 memory: 646 2022/08/07 03:22:29 - mmengine - INFO - Epoch(val) [16][4100/6282] eta: 0:01:32 time: 0.0426 data_time: 0.0039 memory: 646 2022/08/07 03:22:30 - mmengine - INFO - Epoch(val) [16][4120/6282] eta: 0:01:36 time: 0.0444 data_time: 0.0050 memory: 646 2022/08/07 03:22:31 - mmengine - INFO - Epoch(val) [16][4140/6282] eta: 0:01:34 time: 0.0440 data_time: 0.0061 memory: 646 2022/08/07 03:22:32 - mmengine - INFO - Epoch(val) [16][4160/6282] eta: 0:01:22 time: 0.0391 data_time: 0.0045 memory: 577 2022/08/07 03:22:33 - mmengine - INFO - Epoch(val) [16][4180/6282] eta: 0:01:11 time: 0.0342 data_time: 0.0041 memory: 577 2022/08/07 03:22:34 - mmengine - INFO - Epoch(val) [16][4200/6282] eta: 0:01:21 time: 0.0393 data_time: 0.0034 memory: 577 2022/08/07 03:22:34 - mmengine - INFO - Epoch(val) [16][4220/6282] eta: 0:01:19 time: 0.0386 data_time: 0.0032 memory: 577 2022/08/07 03:22:35 - mmengine - INFO - Epoch(val) [16][4240/6282] eta: 0:01:23 time: 0.0410 data_time: 0.0060 memory: 577 2022/08/07 03:22:36 - mmengine - INFO - Epoch(val) [16][4260/6282] eta: 0:01:16 time: 0.0377 data_time: 0.0036 memory: 576 2022/08/07 03:22:37 - mmengine - INFO - Epoch(val) [16][4280/6282] eta: 0:02:08 time: 0.0643 data_time: 0.0033 memory: 576 2022/08/07 03:22:38 - mmengine - INFO - Epoch(val) [16][4300/6282] eta: 0:01:23 time: 0.0421 data_time: 0.0064 memory: 576 2022/08/07 03:22:39 - mmengine - INFO - Epoch(val) [16][4320/6282] eta: 0:01:17 time: 0.0394 data_time: 0.0051 memory: 576 2022/08/07 03:22:40 - mmengine - INFO - Epoch(val) [16][4340/6282] eta: 0:01:22 time: 0.0425 data_time: 0.0046 memory: 576 2022/08/07 03:22:41 - mmengine - INFO - Epoch(val) [16][4360/6282] eta: 0:01:17 time: 0.0403 data_time: 0.0047 memory: 606 2022/08/07 03:22:42 - mmengine - INFO - Epoch(val) [16][4380/6282] eta: 0:01:22 time: 0.0436 data_time: 0.0050 memory: 606 2022/08/07 03:22:42 - mmengine - INFO - Epoch(val) [16][4400/6282] eta: 0:01:17 time: 0.0412 data_time: 0.0048 memory: 606 2022/08/07 03:22:43 - mmengine - INFO - Epoch(val) [16][4420/6282] eta: 0:01:25 time: 0.0458 data_time: 0.0057 memory: 606 2022/08/07 03:22:44 - mmengine - INFO - Epoch(val) [16][4440/6282] eta: 0:01:24 time: 0.0459 data_time: 0.0055 memory: 610 2022/08/07 03:22:45 - mmengine - INFO - Epoch(val) [16][4460/6282] eta: 0:01:23 time: 0.0460 data_time: 0.0063 memory: 610 2022/08/07 03:22:46 - mmengine - INFO - Epoch(val) [16][4480/6282] eta: 0:01:15 time: 0.0421 data_time: 0.0052 memory: 610 2022/08/07 03:22:47 - mmengine - INFO - Epoch(val) [16][4500/6282] eta: 0:01:22 time: 0.0464 data_time: 0.0037 memory: 610 2022/08/07 03:22:48 - mmengine - INFO - Epoch(val) [16][4520/6282] eta: 0:01:09 time: 0.0395 data_time: 0.0047 memory: 610 2022/08/07 03:22:48 - mmengine - INFO - Epoch(val) [16][4540/6282] eta: 0:01:06 time: 0.0380 data_time: 0.0043 memory: 579 2022/08/07 03:22:49 - mmengine - INFO - Epoch(val) [16][4560/6282] eta: 0:01:07 time: 0.0391 data_time: 0.0049 memory: 579 2022/08/07 03:22:50 - mmengine - INFO - Epoch(val) [16][4580/6282] eta: 0:01:03 time: 0.0375 data_time: 0.0036 memory: 579 2022/08/07 03:22:51 - mmengine - INFO - Epoch(val) [16][4600/6282] eta: 0:01:03 time: 0.0377 data_time: 0.0034 memory: 579 2022/08/07 03:22:52 - mmengine - INFO - Epoch(val) [16][4620/6282] eta: 0:01:03 time: 0.0384 data_time: 0.0034 memory: 579 2022/08/07 03:22:52 - mmengine - INFO - Epoch(val) [16][4640/6282] eta: 0:01:06 time: 0.0407 data_time: 0.0033 memory: 610 2022/08/07 03:22:53 - mmengine - INFO - Epoch(val) [16][4660/6282] eta: 0:01:08 time: 0.0425 data_time: 0.0041 memory: 610 2022/08/07 03:22:54 - mmengine - INFO - Epoch(val) [16][4680/6282] eta: 0:01:02 time: 0.0393 data_time: 0.0041 memory: 610 2022/08/07 03:22:55 - mmengine - INFO - Epoch(val) [16][4700/6282] eta: 0:01:02 time: 0.0396 data_time: 0.0032 memory: 610 2022/08/07 03:22:56 - mmengine - INFO - Epoch(val) [16][4720/6282] eta: 0:01:03 time: 0.0407 data_time: 0.0030 memory: 610 2022/08/07 03:22:57 - mmengine - INFO - Epoch(val) [16][4740/6282] eta: 0:01:39 time: 0.0647 data_time: 0.0054 memory: 590 2022/08/07 03:22:58 - 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mmengine - INFO - Epoch(val) [16][5100/6282] eta: 0:00:51 time: 0.0433 data_time: 0.0040 memory: 579 2022/08/07 03:23:13 - mmengine - INFO - Epoch(val) [16][5120/6282] eta: 0:00:48 time: 0.0421 data_time: 0.0066 memory: 579 2022/08/07 03:23:14 - mmengine - INFO - Epoch(val) [16][5140/6282] eta: 0:00:46 time: 0.0404 data_time: 0.0048 memory: 577 2022/08/07 03:23:15 - mmengine - INFO - Epoch(val) [16][5160/6282] eta: 0:00:45 time: 0.0406 data_time: 0.0047 memory: 577 2022/08/07 03:23:16 - mmengine - INFO - Epoch(val) [16][5180/6282] eta: 0:00:43 time: 0.0391 data_time: 0.0041 memory: 577 2022/08/07 03:23:16 - mmengine - INFO - Epoch(val) [16][5200/6282] eta: 0:00:42 time: 0.0389 data_time: 0.0040 memory: 577 2022/08/07 03:23:18 - mmengine - INFO - Epoch(val) [16][5220/6282] eta: 0:01:08 time: 0.0646 data_time: 0.0054 memory: 577 2022/08/07 03:23:19 - mmengine - INFO - Epoch(val) [16][5240/6282] eta: 0:00:40 time: 0.0392 data_time: 0.0034 memory: 576 2022/08/07 03:23:19 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [16][5440/6282] eta: 0:00:34 time: 0.0412 data_time: 0.0063 memory: 577 2022/08/07 03:23:27 - mmengine - INFO - Epoch(val) [16][5460/6282] eta: 0:00:31 time: 0.0380 data_time: 0.0050 memory: 577 2022/08/07 03:23:28 - mmengine - INFO - Epoch(val) [16][5480/6282] eta: 0:00:33 time: 0.0423 data_time: 0.0033 memory: 577 2022/08/07 03:23:29 - mmengine - INFO - Epoch(val) [16][5500/6282] eta: 0:00:33 time: 0.0422 data_time: 0.0057 memory: 577 2022/08/07 03:23:30 - mmengine - INFO - Epoch(val) [16][5520/6282] eta: 0:00:31 time: 0.0408 data_time: 0.0038 memory: 588 2022/08/07 03:23:31 - mmengine - INFO - Epoch(val) [16][5540/6282] eta: 0:00:30 time: 0.0408 data_time: 0.0046 memory: 588 2022/08/07 03:23:32 - mmengine - INFO - Epoch(val) [16][5560/6282] eta: 0:00:28 time: 0.0392 data_time: 0.0056 memory: 588 2022/08/07 03:23:32 - mmengine - INFO - Epoch(val) [16][5580/6282] eta: 0:00:26 time: 0.0372 data_time: 0.0030 memory: 588 2022/08/07 03:23:33 - mmengine - INFO - 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mmengine - INFO - Epoch(val) [16][5780/6282] eta: 0:00:20 time: 0.0416 data_time: 0.0052 memory: 594 2022/08/07 03:23:42 - mmengine - INFO - Epoch(val) [16][5800/6282] eta: 0:00:20 time: 0.0432 data_time: 0.0057 memory: 594 2022/08/07 03:23:43 - mmengine - INFO - Epoch(val) [16][5820/6282] eta: 0:00:18 time: 0.0402 data_time: 0.0047 memory: 594 2022/08/07 03:23:44 - mmengine - INFO - Epoch(val) [16][5840/6282] eta: 0:00:16 time: 0.0376 data_time: 0.0039 memory: 588 2022/08/07 03:23:45 - mmengine - INFO - Epoch(val) [16][5860/6282] eta: 0:00:16 time: 0.0385 data_time: 0.0033 memory: 588 2022/08/07 03:23:45 - mmengine - INFO - Epoch(val) [16][5880/6282] eta: 0:00:16 time: 0.0400 data_time: 0.0045 memory: 588 2022/08/07 03:23:46 - mmengine - INFO - Epoch(val) [16][5900/6282] eta: 0:00:14 time: 0.0381 data_time: 0.0040 memory: 588 2022/08/07 03:23:47 - mmengine - INFO - Epoch(val) [16][5920/6282] eta: 0:00:14 time: 0.0400 data_time: 0.0067 memory: 588 2022/08/07 03:23:48 - mmengine - INFO - Epoch(val) [16][5940/6282] eta: 0:00:13 time: 0.0405 data_time: 0.0047 memory: 577 2022/08/07 03:23:49 - mmengine - INFO - Epoch(val) [16][5960/6282] eta: 0:00:13 time: 0.0412 data_time: 0.0044 memory: 577 2022/08/07 03:23:49 - mmengine - INFO - Epoch(val) [16][5980/6282] eta: 0:00:12 time: 0.0417 data_time: 0.0050 memory: 577 2022/08/07 03:23:50 - mmengine - INFO - Epoch(val) [16][6000/6282] eta: 0:00:13 time: 0.0464 data_time: 0.0060 memory: 606 2022/08/07 03:23:51 - mmengine - INFO - Epoch(val) [16][6020/6282] eta: 0:00:12 time: 0.0467 data_time: 0.0054 memory: 606 2022/08/07 03:23:52 - mmengine - INFO - Epoch(val) [16][6040/6282] eta: 0:00:09 time: 0.0399 data_time: 0.0047 memory: 606 2022/08/07 03:23:53 - mmengine - INFO - Epoch(val) [16][6060/6282] eta: 0:00:09 time: 0.0409 data_time: 0.0045 memory: 606 2022/08/07 03:23:54 - mmengine - INFO - Epoch(val) [16][6080/6282] eta: 0:00:08 time: 0.0444 data_time: 0.0032 memory: 606 2022/08/07 03:23:55 - mmengine - INFO - Epoch(val) [16][6100/6282] eta: 0:00:07 time: 0.0403 data_time: 0.0033 memory: 606 2022/08/07 03:23:56 - mmengine - INFO - Epoch(val) [16][6120/6282] eta: 0:00:06 time: 0.0389 data_time: 0.0043 memory: 606 2022/08/07 03:23:56 - mmengine - INFO - Epoch(val) [16][6140/6282] eta: 0:00:03 time: 0.0262 data_time: 0.0019 memory: 606 2022/08/07 03:23:56 - mmengine - INFO - Epoch(val) [16][6160/6282] eta: 0:00:02 time: 0.0202 data_time: 0.0013 memory: 606 2022/08/07 03:23:57 - mmengine - INFO - Epoch(val) [16][6180/6282] eta: 0:00:04 time: 0.0441 data_time: 0.0019 memory: 606 2022/08/07 03:23:58 - mmengine - INFO - Epoch(val) [16][6200/6282] eta: 0:00:01 time: 0.0198 data_time: 0.0013 memory: 606 2022/08/07 03:23:58 - mmengine - INFO - Epoch(val) [16][6220/6282] eta: 0:00:02 time: 0.0340 data_time: 0.0012 memory: 606 2022/08/07 03:23:59 - mmengine - INFO - Epoch(val) [16][6240/6282] eta: 0:00:00 time: 0.0201 data_time: 0.0015 memory: 606 2022/08/07 03:23:59 - mmengine - INFO - Epoch(val) [16][6260/6282] eta: 0:00:00 time: 0.0197 data_time: 0.0012 memory: 606 2022/08/07 03:24:00 - mmengine - INFO - Epoch(val) [16][6280/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0011 memory: 606 2022/08/07 03:27:35 - mmengine - INFO - Epoch(val) [16][6282/6282] mAP/mAP@0.5IOU: 0.2074 2022/08/07 03:27:44 - mmengine - INFO - Epoch(train) [17][20/1441] lr: 2.0000e-03 eta: 0:37:51 time: 0.4184 data_time: 0.0496 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.8583 prec@thr=0.5: 0.9364 recall@top3: 0.8544 prec@top3: 0.7368 recall@top5: 0.9741 prec@top5: 0.5263 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 03:27:51 - mmengine - INFO - Epoch(train) [17][40/1441] lr: 2.0000e-03 eta: 0:37:43 time: 0.3743 data_time: 0.0155 memory: 8503 grad_norm: 0.1316 recall@thr=0.5: 0.9017 prec@thr=0.5: 0.9115 recall@top3: 0.8996 prec@top3: 0.7607 recall@top5: 0.9872 prec@top5: 0.5179 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 03:27:59 - mmengine - INFO - Epoch(train) [17][60/1441] lr: 2.0000e-03 eta: 0:37:35 time: 0.3820 data_time: 0.0237 memory: 8503 grad_norm: 0.1331 recall@thr=0.5: 0.6540 prec@thr=0.5: 0.8106 recall@top3: 0.7980 prec@top3: 0.6667 recall@top5: 0.9495 prec@top5: 0.4848 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 03:28:06 - mmengine - INFO - Epoch(train) [17][80/1441] lr: 2.0000e-03 eta: 0:37:27 time: 0.3676 data_time: 0.0168 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.7138 prec@thr=0.5: 0.7428 recall@top3: 0.8424 prec@top3: 0.6812 recall@top5: 0.9438 prec@top5: 0.4696 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 03:28:14 - mmengine - INFO - Epoch(train) [17][100/1441] lr: 2.0000e-03 eta: 0:37:20 time: 0.4055 data_time: 0.0218 memory: 8503 grad_norm: 0.1296 recall@thr=0.5: 0.6729 prec@thr=0.5: 0.7810 recall@top3: 0.7824 prec@top3: 0.6536 recall@top5: 0.8745 prec@top5: 0.4353 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 03:28:22 - mmengine - INFO - Epoch(train) [17][120/1441] lr: 2.0000e-03 eta: 0:37:12 time: 0.3960 data_time: 0.0203 memory: 8503 grad_norm: 0.1256 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.7000 recall@top3: 0.7778 prec@top3: 0.6148 recall@top5: 0.9000 prec@top5: 0.4400 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 03:28:30 - mmengine - INFO - Epoch(train) [17][140/1441] lr: 2.0000e-03 eta: 0:37:04 time: 0.3889 data_time: 0.0210 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.7211 prec@thr=0.5: 0.7687 recall@top3: 0.8741 prec@top3: 0.6327 recall@top5: 0.9524 prec@top5: 0.4245 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 03:28:37 - mmengine - INFO - Epoch(train) [17][160/1441] lr: 2.0000e-03 eta: 0:36:56 time: 0.3778 data_time: 0.0179 memory: 8503 grad_norm: 0.1313 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.8760 recall@top3: 0.7702 prec@top3: 0.7907 recall@top5: 0.9016 prec@top5: 0.5628 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 03:28:46 - mmengine - INFO - Epoch(train) [17][180/1441] lr: 2.0000e-03 eta: 0:36:48 time: 0.4177 data_time: 0.0339 memory: 8503 grad_norm: 0.1327 recall@thr=0.5: 0.7907 prec@thr=0.5: 0.8537 recall@top3: 0.8833 prec@top3: 0.7111 recall@top5: 0.9667 prec@top5: 0.4711 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 03:28:54 - mmengine - INFO - Epoch(train) [17][200/1441] lr: 2.0000e-03 eta: 0:36:40 time: 0.3964 data_time: 0.0178 memory: 8503 grad_norm: 0.1283 recall@thr=0.5: 0.6992 prec@thr=0.5: 0.8415 recall@top3: 0.8780 prec@top3: 0.7480 recall@top5: 0.9919 prec@top5: 0.5220 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 03:29:02 - mmengine - INFO - Epoch(train) [17][220/1441] lr: 2.0000e-03 eta: 0:36:32 time: 0.4076 data_time: 0.0215 memory: 8503 grad_norm: 0.1300 recall@thr=0.5: 0.8393 prec@thr=0.5: 0.7440 recall@top3: 0.8557 prec@top3: 0.5833 recall@top5: 0.9435 prec@top5: 0.3929 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 03:29:09 - mmengine - INFO - Epoch(train) [17][240/1441] lr: 2.0000e-03 eta: 0:36:24 time: 0.3728 data_time: 0.0179 memory: 8503 grad_norm: 0.1304 recall@thr=0.5: 0.8078 prec@thr=0.5: 0.8965 recall@top3: 0.8744 prec@top3: 0.7597 recall@top5: 0.9895 prec@top5: 0.5302 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 03:29:18 - mmengine - INFO - Epoch(train) [17][260/1441] lr: 2.0000e-03 eta: 0:36:16 time: 0.4265 data_time: 0.0286 memory: 8503 grad_norm: 0.1281 recall@thr=0.5: 0.7906 prec@thr=0.5: 0.7308 recall@top3: 0.8184 prec@top3: 0.5812 recall@top5: 0.9402 prec@top5: 0.4103 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 03:29:25 - mmengine - INFO - Epoch(train) [17][280/1441] lr: 2.0000e-03 eta: 0:36:08 time: 0.3807 data_time: 0.0175 memory: 8503 grad_norm: 0.1280 recall@thr=0.5: 0.7546 prec@thr=0.5: 0.8792 recall@top3: 0.8258 prec@top3: 0.7667 recall@top5: 0.9771 prec@top5: 0.5650 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 03:29:34 - mmengine - INFO - Epoch(train) [17][300/1441] lr: 2.0000e-03 eta: 0:36:01 time: 0.4100 data_time: 0.0219 memory: 8503 grad_norm: 0.1329 recall@thr=0.5: 0.7718 prec@thr=0.5: 0.8974 recall@top3: 0.8444 prec@top3: 0.6838 recall@top5: 0.9628 prec@top5: 0.4821 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 03:29:42 - mmengine - INFO - Epoch(train) [17][320/1441] lr: 2.0000e-03 eta: 0:35:53 time: 0.4043 data_time: 0.0184 memory: 8503 grad_norm: 0.1297 recall@thr=0.5: 0.8676 prec@thr=0.5: 0.9559 recall@top3: 0.9461 prec@top3: 0.6765 recall@top5: 0.9657 prec@top5: 0.4176 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 03:29:49 - mmengine - INFO - Epoch(train) [17][340/1441] lr: 2.0000e-03 eta: 0:35:45 time: 0.3747 data_time: 0.0229 memory: 8503 grad_norm: 0.1340 recall@thr=0.5: 0.7902 prec@thr=0.5: 0.8735 recall@top3: 0.8527 prec@top3: 0.8155 recall@top5: 0.9866 prec@top5: 0.5714 loss_action_cls: 0.0334 loss: 0.0334 2022/08/07 03:29:57 - mmengine - INFO - Epoch(train) [17][360/1441] lr: 2.0000e-03 eta: 0:35:37 time: 0.3674 data_time: 0.0169 memory: 8503 grad_norm: 0.1283 recall@thr=0.5: 0.8071 prec@thr=0.5: 0.8481 recall@top3: 0.8599 prec@top3: 0.7564 recall@top5: 0.9452 prec@top5: 0.5154 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 03:30:04 - mmengine - INFO - Epoch(train) [17][380/1441] lr: 2.0000e-03 eta: 0:35:29 time: 0.3761 data_time: 0.0267 memory: 8503 grad_norm: 0.1289 recall@thr=0.5: 0.7287 prec@thr=0.5: 0.8102 recall@top3: 0.8111 prec@top3: 0.5926 recall@top5: 0.9630 prec@top5: 0.4500 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 03:30:12 - mmengine - INFO - Epoch(train) [17][400/1441] lr: 2.0000e-03 eta: 0:35:21 time: 0.4007 data_time: 0.0201 memory: 8503 grad_norm: 0.1310 recall@thr=0.5: 0.5779 prec@thr=0.5: 0.6457 recall@top3: 0.7101 prec@top3: 0.5507 recall@top5: 0.8514 prec@top5: 0.4043 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 03:30:20 - mmengine - INFO - Epoch(train) [17][420/1441] lr: 2.0000e-03 eta: 0:35:13 time: 0.3738 data_time: 0.0272 memory: 8503 grad_norm: 0.1286 recall@thr=0.5: 0.7700 prec@thr=0.5: 0.8883 recall@top3: 0.8350 prec@top3: 0.7267 recall@top5: 0.9383 prec@top5: 0.4960 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 03:30:28 - mmengine - INFO - Epoch(train) [17][440/1441] lr: 2.0000e-03 eta: 0:35:05 time: 0.4077 data_time: 0.0254 memory: 8503 grad_norm: 0.1282 recall@thr=0.5: 0.8310 prec@thr=0.5: 0.9167 recall@top3: 0.9213 prec@top3: 0.7593 recall@top5: 0.9838 prec@top5: 0.4944 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 03:30:36 - mmengine - INFO - Epoch(train) [17][460/1441] lr: 2.0000e-03 eta: 0:34:57 time: 0.3888 data_time: 0.0275 memory: 8503 grad_norm: 0.1296 recall@thr=0.5: 0.7390 prec@thr=0.5: 0.7736 recall@top3: 0.8239 prec@top3: 0.6478 recall@top5: 0.9434 prec@top5: 0.4491 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 03:30:43 - mmengine - INFO - Epoch(train) [17][480/1441] lr: 2.0000e-03 eta: 0:34:49 time: 0.3895 data_time: 0.0172 memory: 8503 grad_norm: 0.1277 recall@thr=0.5: 0.8269 prec@thr=0.5: 0.9359 recall@top3: 0.8686 prec@top3: 0.8205 recall@top5: 0.9615 prec@top5: 0.5615 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 03:30:51 - mmengine - INFO - Epoch(train) [17][500/1441] lr: 2.0000e-03 eta: 0:34:41 time: 0.3740 data_time: 0.0276 memory: 8503 grad_norm: 0.1256 recall@thr=0.5: 0.7552 prec@thr=0.5: 0.7326 recall@top3: 0.8212 prec@top3: 0.6597 recall@top5: 0.9444 prec@top5: 0.4542 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 03:30:59 - mmengine - INFO - Epoch(train) [17][520/1441] lr: 2.0000e-03 eta: 0:34:33 time: 0.3951 data_time: 0.0205 memory: 8503 grad_norm: 0.1303 recall@thr=0.5: 0.7365 prec@thr=0.5: 0.8333 recall@top3: 0.7838 prec@top3: 0.5946 recall@top5: 0.9595 prec@top5: 0.4270 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 03:31:06 - mmengine - INFO - Epoch(train) [17][540/1441] lr: 2.0000e-03 eta: 0:34:25 time: 0.3764 data_time: 0.0286 memory: 8503 grad_norm: 0.1276 recall@thr=0.5: 0.6830 prec@thr=0.5: 0.8056 recall@top3: 0.7712 prec@top3: 0.6405 recall@top5: 0.9199 prec@top5: 0.4784 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 03:31:14 - mmengine - INFO - Epoch(train) [17][560/1441] lr: 2.0000e-03 eta: 0:34:17 time: 0.3972 data_time: 0.0322 memory: 8503 grad_norm: 0.1289 recall@thr=0.5: 0.7519 prec@thr=0.5: 0.8148 recall@top3: 0.8056 prec@top3: 0.6815 recall@top5: 0.9148 prec@top5: 0.4800 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 03:31:22 - mmengine - INFO - Epoch(train) [17][580/1441] lr: 2.0000e-03 eta: 0:34:09 time: 0.3841 data_time: 0.0282 memory: 8503 grad_norm: 0.1281 recall@thr=0.5: 0.7756 prec@thr=0.5: 0.8185 recall@top3: 0.8467 prec@top3: 0.7185 recall@top5: 0.9400 prec@top5: 0.4844 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 03:31:30 - mmengine - INFO - Epoch(train) [17][600/1441] lr: 2.0000e-03 eta: 0:34:01 time: 0.3921 data_time: 0.0211 memory: 8503 grad_norm: 0.1271 recall@thr=0.5: 0.7506 prec@thr=0.5: 0.7932 recall@top3: 0.8225 prec@top3: 0.6481 recall@top5: 0.9370 prec@top5: 0.4519 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 03:31:37 - mmengine - INFO - Epoch(train) [17][620/1441] lr: 2.0000e-03 eta: 0:33:53 time: 0.3810 data_time: 0.0256 memory: 8503 grad_norm: 0.1346 recall@thr=0.5: 0.8269 prec@thr=0.5: 0.8355 recall@top3: 0.8953 prec@top3: 0.7179 recall@top5: 0.9915 prec@top5: 0.4821 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 03:31:45 - mmengine - INFO - Epoch(train) [17][640/1441] lr: 2.0000e-03 eta: 0:33:45 time: 0.3951 data_time: 0.0197 memory: 8503 grad_norm: 0.1306 recall@thr=0.5: 0.6941 prec@thr=0.5: 0.6929 recall@top3: 0.7398 prec@top3: 0.6420 recall@top5: 0.8877 prec@top5: 0.4667 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 03:31:53 - mmengine - INFO - Epoch(train) [17][660/1441] lr: 2.0000e-03 eta: 0:33:37 time: 0.3743 data_time: 0.0260 memory: 8503 grad_norm: 0.1290 recall@thr=0.5: 0.8218 prec@thr=0.5: 0.8054 recall@top3: 0.8077 prec@top3: 0.6410 recall@top5: 0.9673 prec@top5: 0.4885 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 03:32:01 - mmengine - INFO - Epoch(train) [17][680/1441] lr: 2.0000e-03 eta: 0:33:30 time: 0.3891 data_time: 0.0193 memory: 8503 grad_norm: 0.1282 recall@thr=0.5: 0.7659 prec@thr=0.5: 0.8080 recall@top3: 0.8283 prec@top3: 0.6594 recall@top5: 0.9268 prec@top5: 0.4609 loss_action_cls: 0.0355 loss: 0.0355 2022/08/07 03:32:08 - mmengine - INFO - Epoch(train) [17][700/1441] lr: 2.0000e-03 eta: 0:33:22 time: 0.3755 data_time: 0.0271 memory: 8503 grad_norm: 0.1306 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.7956 recall@top3: 0.9340 prec@top3: 0.7044 recall@top5: 1.0000 prec@top5: 0.4566 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 03:32:15 - mmengine - INFO - Epoch(train) [17][720/1441] lr: 2.0000e-03 eta: 0:33:14 time: 0.3699 data_time: 0.0192 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.7427 prec@thr=0.5: 0.8333 recall@top3: 0.7854 prec@top3: 0.6667 recall@top5: 0.9268 prec@top5: 0.4878 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 03:32:24 - mmengine - INFO - Epoch(train) [17][740/1441] lr: 2.0000e-03 eta: 0:33:06 time: 0.4052 data_time: 0.0242 memory: 8503 grad_norm: 0.1264 recall@thr=0.5: 0.7204 prec@thr=0.5: 0.7593 recall@top3: 0.8267 prec@top3: 0.6889 recall@top5: 0.9463 prec@top5: 0.4844 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 03:32:31 - mmengine - INFO - Epoch(train) [17][760/1441] lr: 2.0000e-03 eta: 0:32:58 time: 0.3699 data_time: 0.0206 memory: 8503 grad_norm: 0.1309 recall@thr=0.5: 0.7924 prec@thr=0.5: 0.8525 recall@top3: 0.8404 prec@top3: 0.7345 recall@top5: 0.9463 prec@top5: 0.5017 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 03:32:39 - mmengine - INFO - Epoch(train) [17][780/1441] lr: 2.0000e-03 eta: 0:32:50 time: 0.3947 data_time: 0.0248 memory: 8503 grad_norm: 0.1296 recall@thr=0.5: 0.8192 prec@thr=0.5: 0.9292 recall@top3: 0.9212 prec@top3: 0.7833 recall@top5: 0.9833 prec@top5: 0.5150 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 03:32:46 - mmengine - INFO - Epoch(train) [17][800/1441] lr: 2.0000e-03 eta: 0:32:42 time: 0.3748 data_time: 0.0206 memory: 8503 grad_norm: 0.1284 recall@thr=0.5: 0.7274 prec@thr=0.5: 0.7853 recall@top3: 0.8177 prec@top3: 0.6468 recall@top5: 0.9154 prec@top5: 0.4537 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 03:32:54 - mmengine - INFO - Epoch(train) [17][820/1441] lr: 2.0000e-03 eta: 0:32:34 time: 0.3694 data_time: 0.0273 memory: 8503 grad_norm: 0.1252 recall@thr=0.5: 0.7483 prec@thr=0.5: 0.8027 recall@top3: 0.8639 prec@top3: 0.6327 recall@top5: 0.9388 prec@top5: 0.4245 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 03:33:02 - mmengine - INFO - Epoch(train) [17][840/1441] lr: 2.0000e-03 eta: 0:32:26 time: 0.4035 data_time: 0.0203 memory: 8503 grad_norm: 0.1304 recall@thr=0.5: 0.7993 prec@thr=0.5: 0.8122 recall@top3: 0.8520 prec@top3: 0.7075 recall@top5: 0.9252 prec@top5: 0.4653 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 03:33:09 - mmengine - INFO - Epoch(train) [17][860/1441] lr: 2.0000e-03 eta: 0:32:18 time: 0.3780 data_time: 0.0385 memory: 8503 grad_norm: 0.1287 recall@thr=0.5: 0.8509 prec@thr=0.5: 0.8816 recall@top3: 0.8882 prec@top3: 0.5351 recall@top5: 0.9649 prec@top5: 0.3684 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 03:33:17 - mmengine - INFO - Epoch(train) [17][880/1441] lr: 2.0000e-03 eta: 0:32:10 time: 0.3634 data_time: 0.0174 memory: 8503 grad_norm: 0.1313 recall@thr=0.5: 0.7190 prec@thr=0.5: 0.7558 recall@top3: 0.8915 prec@top3: 0.7132 recall@top5: 0.9089 prec@top5: 0.4372 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 03:33:25 - mmengine - INFO - Epoch(train) [17][900/1441] lr: 2.0000e-03 eta: 0:32:02 time: 0.4008 data_time: 0.0274 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.7035 prec@thr=0.5: 0.8217 recall@top3: 0.7849 prec@top3: 0.7287 recall@top5: 0.8934 prec@top5: 0.5070 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 03:33:32 - mmengine - INFO - Epoch(train) [17][920/1441] lr: 2.0000e-03 eta: 0:31:54 time: 0.3649 data_time: 0.0198 memory: 8503 grad_norm: 0.1319 recall@thr=0.5: 0.8191 prec@thr=0.5: 0.9614 recall@top3: 0.8638 prec@top3: 0.7073 recall@top5: 0.9451 prec@top5: 0.4780 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 03:33:40 - mmengine - INFO - Epoch(train) [17][940/1441] lr: 2.0000e-03 eta: 0:31:46 time: 0.4022 data_time: 0.0262 memory: 8503 grad_norm: 0.1329 recall@thr=0.5: 0.8215 prec@thr=0.5: 0.8455 recall@top3: 0.8427 prec@top3: 0.7083 recall@top5: 0.9451 prec@top5: 0.4917 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 03:33:41 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 03:33:47 - mmengine - INFO - Epoch(train) [17][960/1441] lr: 2.0000e-03 eta: 0:31:38 time: 0.3685 data_time: 0.0182 memory: 8503 grad_norm: 0.1333 recall@thr=0.5: 0.7670 prec@thr=0.5: 0.7826 recall@top3: 0.8504 prec@top3: 0.6288 recall@top5: 0.9413 prec@top5: 0.4318 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 03:33:55 - mmengine - INFO - Epoch(train) [17][980/1441] lr: 2.0000e-03 eta: 0:31:30 time: 0.3832 data_time: 0.0247 memory: 8503 grad_norm: 0.1287 recall@thr=0.5: 0.8949 prec@thr=0.5: 0.8388 recall@top3: 0.9203 prec@top3: 0.6812 recall@top5: 0.9438 prec@top5: 0.4261 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 03:34:03 - mmengine - INFO - Epoch(train) [17][1000/1441] lr: 2.0000e-03 eta: 0:31:22 time: 0.3859 data_time: 0.0188 memory: 8503 grad_norm: 0.1316 recall@thr=0.5: 0.7597 prec@thr=0.5: 0.8372 recall@top3: 0.8450 prec@top3: 0.7597 recall@top5: 0.9554 prec@top5: 0.5163 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 03:34:10 - mmengine - INFO - Epoch(train) [17][1020/1441] lr: 2.0000e-03 eta: 0:31:14 time: 0.3825 data_time: 0.0276 memory: 8503 grad_norm: 0.1292 recall@thr=0.5: 0.7234 prec@thr=0.5: 0.7163 recall@top3: 0.7926 prec@top3: 0.6241 recall@top5: 0.9131 prec@top5: 0.4383 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 03:34:18 - mmengine - INFO - Epoch(train) [17][1040/1441] lr: 2.0000e-03 eta: 0:31:06 time: 0.3890 data_time: 0.0187 memory: 8503 grad_norm: 0.1311 recall@thr=0.5: 0.8085 prec@thr=0.5: 0.8262 recall@top3: 0.9043 prec@top3: 0.7163 recall@top5: 0.9610 prec@top5: 0.4596 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 03:34:26 - mmengine - INFO - Epoch(train) [17][1060/1441] lr: 2.0000e-03 eta: 0:30:58 time: 0.3831 data_time: 0.0302 memory: 8503 grad_norm: 0.1312 recall@thr=0.5: 0.7415 prec@thr=0.5: 0.8333 recall@top3: 0.8195 prec@top3: 0.6241 recall@top5: 0.9479 prec@top5: 0.4426 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 03:34:33 - mmengine - INFO - Epoch(train) [17][1080/1441] lr: 2.0000e-03 eta: 0:30:50 time: 0.3737 data_time: 0.0186 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.7430 prec@thr=0.5: 0.8548 recall@top3: 0.8694 prec@top3: 0.6774 recall@top5: 0.9624 prec@top5: 0.4710 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 03:34:41 - mmengine - INFO - Epoch(train) [17][1100/1441] lr: 2.0000e-03 eta: 0:30:42 time: 0.4010 data_time: 0.0300 memory: 8503 grad_norm: 0.1320 recall@thr=0.5: 0.7659 prec@thr=0.5: 0.8254 recall@top3: 0.8730 prec@top3: 0.7063 recall@top5: 0.9643 prec@top5: 0.4810 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 03:34:49 - mmengine - INFO - Epoch(train) [17][1120/1441] lr: 2.0000e-03 eta: 0:30:34 time: 0.3748 data_time: 0.0193 memory: 8503 grad_norm: 0.1301 recall@thr=0.5: 0.7746 prec@thr=0.5: 0.8693 recall@top3: 0.8788 prec@top3: 0.7197 recall@top5: 0.9867 prec@top5: 0.5000 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 03:34:56 - mmengine - INFO - Epoch(train) [17][1140/1441] lr: 2.0000e-03 eta: 0:30:26 time: 0.3717 data_time: 0.0257 memory: 8503 grad_norm: 0.1282 recall@thr=0.5: 0.7767 prec@thr=0.5: 0.8506 recall@top3: 0.8050 prec@top3: 0.7107 recall@top5: 0.9403 prec@top5: 0.5057 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 03:35:04 - mmengine - INFO - Epoch(train) [17][1160/1441] lr: 2.0000e-03 eta: 0:30:19 time: 0.4081 data_time: 0.0213 memory: 8503 grad_norm: 0.1269 recall@thr=0.5: 0.7403 prec@thr=0.5: 0.8062 recall@top3: 0.8488 prec@top3: 0.6202 recall@top5: 0.9651 prec@top5: 0.4326 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 03:35:12 - mmengine - INFO - Epoch(train) [17][1180/1441] lr: 2.0000e-03 eta: 0:30:11 time: 0.3913 data_time: 0.0433 memory: 8503 grad_norm: 0.1297 recall@thr=0.5: 0.7762 prec@thr=0.5: 0.8441 recall@top3: 0.9012 prec@top3: 0.7963 recall@top5: 0.9568 prec@top5: 0.5148 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 03:35:20 - mmengine - INFO - Epoch(train) [17][1200/1441] lr: 2.0000e-03 eta: 0:30:03 time: 0.4014 data_time: 0.0195 memory: 8503 grad_norm: 0.1323 recall@thr=0.5: 0.8235 prec@thr=0.5: 0.8288 recall@top3: 0.8725 prec@top3: 0.7712 recall@top5: 0.9673 prec@top5: 0.5137 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 03:35:28 - mmengine - INFO - Epoch(train) [17][1220/1441] lr: 2.0000e-03 eta: 0:29:55 time: 0.3774 data_time: 0.0249 memory: 8503 grad_norm: 0.1293 recall@thr=0.5: 0.5705 prec@thr=0.5: 0.7722 recall@top3: 0.7552 prec@top3: 0.6875 recall@top5: 0.9212 prec@top5: 0.5083 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 03:35:36 - mmengine - INFO - Epoch(train) [17][1240/1441] lr: 2.0000e-03 eta: 0:29:47 time: 0.3819 data_time: 0.0175 memory: 8503 grad_norm: 0.1324 recall@thr=0.5: 0.7730 prec@thr=0.5: 0.8351 recall@top3: 0.8635 prec@top3: 0.6383 recall@top5: 0.9596 prec@top5: 0.4426 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 03:35:44 - mmengine - INFO - Epoch(train) [17][1260/1441] lr: 2.0000e-03 eta: 0:29:39 time: 0.4104 data_time: 0.0243 memory: 8503 grad_norm: 0.1303 recall@thr=0.5: 0.7100 prec@thr=0.5: 0.7800 recall@top3: 0.8050 prec@top3: 0.7533 recall@top5: 0.8833 prec@top5: 0.5080 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 03:35:51 - mmengine - INFO - Epoch(train) [17][1280/1441] lr: 2.0000e-03 eta: 0:29:31 time: 0.3676 data_time: 0.0173 memory: 8503 grad_norm: 0.1321 recall@thr=0.5: 0.6720 prec@thr=0.5: 0.8239 recall@top3: 0.7821 prec@top3: 0.7484 recall@top5: 0.9110 prec@top5: 0.5396 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 03:35:59 - mmengine - INFO - Epoch(train) [17][1300/1441] lr: 2.0000e-03 eta: 0:29:23 time: 0.3896 data_time: 0.0308 memory: 8503 grad_norm: 0.1256 recall@thr=0.5: 0.7962 prec@thr=0.5: 0.8154 recall@top3: 0.8782 prec@top3: 0.7128 recall@top5: 0.9692 prec@top5: 0.4800 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 03:36:06 - mmengine - INFO - Epoch(train) [17][1320/1441] lr: 2.0000e-03 eta: 0:29:15 time: 0.3708 data_time: 0.0202 memory: 8503 grad_norm: 0.1343 recall@thr=0.5: 0.7991 prec@thr=0.5: 0.9402 recall@top3: 0.8825 prec@top3: 0.7521 recall@top5: 0.9701 prec@top5: 0.5077 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 03:36:14 - mmengine - INFO - Epoch(train) [17][1340/1441] lr: 2.0000e-03 eta: 0:29:07 time: 0.3817 data_time: 0.0275 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.7580 prec@thr=0.5: 0.8837 recall@top3: 0.8899 prec@top3: 0.7292 recall@top5: 0.9667 prec@top5: 0.4875 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 03:36:22 - mmengine - INFO - Epoch(train) [17][1360/1441] lr: 2.0000e-03 eta: 0:28:59 time: 0.4168 data_time: 0.0183 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.6983 prec@thr=0.5: 0.7700 recall@top3: 0.8000 prec@top3: 0.6933 recall@top5: 0.9267 prec@top5: 0.4880 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 03:36:30 - mmengine - INFO - Epoch(train) [17][1380/1441] lr: 2.0000e-03 eta: 0:28:51 time: 0.3813 data_time: 0.0285 memory: 8503 grad_norm: 0.1328 recall@thr=0.5: 0.7481 prec@thr=0.5: 0.8101 recall@top3: 0.8333 prec@top3: 0.7132 recall@top5: 0.9302 prec@top5: 0.4837 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 03:36:38 - mmengine - INFO - Epoch(train) [17][1400/1441] lr: 2.0000e-03 eta: 0:28:44 time: 0.3908 data_time: 0.0223 memory: 8503 grad_norm: 0.1289 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7955 recall@top3: 0.7955 prec@top3: 0.6515 recall@top5: 0.8977 prec@top5: 0.4409 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 03:36:46 - mmengine - INFO - Epoch(train) [17][1420/1441] lr: 2.0000e-03 eta: 0:28:36 time: 0.3994 data_time: 0.0230 memory: 8503 grad_norm: 0.1301 recall@thr=0.5: 0.7955 prec@thr=0.5: 0.8352 recall@top3: 0.9451 prec@top3: 0.7121 recall@top5: 0.9848 prec@top5: 0.4591 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 03:36:53 - mmengine - INFO - Epoch(train) [17][1440/1441] lr: 2.0000e-03 eta: 0:28:28 time: 0.3844 data_time: 0.0180 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.7895 prec@thr=0.5: 0.8180 recall@top3: 0.8449 prec@top3: 0.6190 recall@top5: 0.9211 prec@top5: 0.4163 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 03:36:54 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 03:36:54 - mmengine - INFO - Epoch(train) [17][1441/1441] lr: 2.0000e-03 eta: 0:28:28 time: 0.3780 data_time: 0.0189 memory: 4495 grad_norm: 0.1334 recall@thr=0.5: 0.7197 prec@thr=0.5: 0.7955 recall@top3: 0.8106 prec@top3: 0.6364 recall@top5: 0.9545 prec@top5: 0.4545 loss_action_cls: 0.0389 loss: 0.0389 2022/08/07 03:36:54 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/08/07 03:36:59 - mmengine - INFO - Epoch(val) [17][20/6282] eta: 0:04:32 time: 0.0435 data_time: 0.0060 memory: 560 2022/08/07 03:37:00 - mmengine - INFO - Epoch(val) [17][40/6282] eta: 0:03:52 time: 0.0372 data_time: 0.0040 memory: 560 2022/08/07 03:37:01 - mmengine - INFO - Epoch(val) [17][60/6282] eta: 0:03:50 time: 0.0371 data_time: 0.0043 memory: 560 2022/08/07 03:37:02 - mmengine - INFO - Epoch(val) [17][80/6282] eta: 0:03:56 time: 0.0381 data_time: 0.0037 memory: 560 2022/08/07 03:37:02 - mmengine - INFO - Epoch(val) [17][100/6282] eta: 0:04:09 time: 0.0403 data_time: 0.0038 memory: 560 2022/08/07 03:37:03 - mmengine - INFO - Epoch(val) [17][120/6282] eta: 0:04:40 time: 0.0456 data_time: 0.0044 memory: 606 2022/08/07 03:37:04 - mmengine - INFO - Epoch(val) [17][140/6282] eta: 0:04:15 time: 0.0415 data_time: 0.0041 memory: 606 2022/08/07 03:37:05 - mmengine - INFO - Epoch(val) [17][160/6282] eta: 0:04:10 time: 0.0410 data_time: 0.0046 memory: 606 2022/08/07 03:37:06 - mmengine - INFO - Epoch(val) [17][180/6282] eta: 0:04:39 time: 0.0458 data_time: 0.0052 memory: 606 2022/08/07 03:37:07 - mmengine - INFO - Epoch(val) [17][200/6282] eta: 0:04:14 time: 0.0418 data_time: 0.0039 memory: 606 2022/08/07 03:37:08 - mmengine - INFO - Epoch(val) [17][220/6282] eta: 0:04:14 time: 0.0420 data_time: 0.0050 memory: 577 2022/08/07 03:37:09 - mmengine - INFO - Epoch(val) [17][240/6282] eta: 0:05:49 time: 0.0579 data_time: 0.0051 memory: 577 2022/08/07 03:37:10 - mmengine - INFO - Epoch(val) [17][260/6282] eta: 0:04:04 time: 0.0405 data_time: 0.0044 memory: 577 2022/08/07 03:37:10 - mmengine - INFO - Epoch(val) [17][280/6282] eta: 0:03:50 time: 0.0383 data_time: 0.0045 memory: 577 2022/08/07 03:37:11 - mmengine - INFO - Epoch(val) [17][300/6282] eta: 0:04:04 time: 0.0408 data_time: 0.0034 memory: 606 2022/08/07 03:37:12 - mmengine - INFO - Epoch(val) [17][320/6282] eta: 0:04:10 time: 0.0421 data_time: 0.0036 memory: 606 2022/08/07 03:37:13 - mmengine - INFO - Epoch(val) [17][340/6282] eta: 0:04:19 time: 0.0436 data_time: 0.0040 memory: 606 2022/08/07 03:37:14 - mmengine - INFO - Epoch(val) [17][360/6282] eta: 0:04:23 time: 0.0444 data_time: 0.0051 memory: 606 2022/08/07 03:37:15 - mmengine - INFO - Epoch(val) [17][380/6282] eta: 0:04:08 time: 0.0422 data_time: 0.0043 memory: 606 2022/08/07 03:37:16 - mmengine - INFO - Epoch(val) [17][400/6282] eta: 0:04:04 time: 0.0416 data_time: 0.0045 memory: 606 2022/08/07 03:37:16 - mmengine - INFO - Epoch(val) [17][420/6282] eta: 0:03:50 time: 0.0393 data_time: 0.0040 memory: 579 2022/08/07 03:37:17 - mmengine - INFO - Epoch(val) [17][440/6282] eta: 0:03:37 time: 0.0373 data_time: 0.0041 memory: 579 2022/08/07 03:37:18 - mmengine - INFO - Epoch(val) [17][460/6282] eta: 0:03:53 time: 0.0401 data_time: 0.0033 memory: 579 2022/08/07 03:37:19 - mmengine - INFO - Epoch(val) [17][480/6282] eta: 0:03:45 time: 0.0389 data_time: 0.0049 memory: 579 2022/08/07 03:37:20 - mmengine - INFO - Epoch(val) [17][500/6282] eta: 0:03:58 time: 0.0413 data_time: 0.0039 memory: 579 2022/08/07 03:37:21 - mmengine - INFO - Epoch(val) [17][520/6282] eta: 0:03:55 time: 0.0409 data_time: 0.0039 memory: 577 2022/08/07 03:37:21 - mmengine - INFO - Epoch(val) [17][540/6282] eta: 0:04:06 time: 0.0429 data_time: 0.0048 memory: 577 2022/08/07 03:37:22 - mmengine - INFO - Epoch(val) [17][560/6282] eta: 0:03:51 time: 0.0404 data_time: 0.0049 memory: 577 2022/08/07 03:37:23 - mmengine - INFO - Epoch(val) [17][580/6282] eta: 0:04:05 time: 0.0430 data_time: 0.0040 memory: 577 2022/08/07 03:37:24 - mmengine - INFO - Epoch(val) [17][600/6282] eta: 0:04:16 time: 0.0452 data_time: 0.0047 memory: 577 2022/08/07 03:37:25 - mmengine - INFO - Epoch(val) [17][620/6282] eta: 0:03:52 time: 0.0410 data_time: 0.0045 memory: 577 2022/08/07 03:37:26 - mmengine - INFO - Epoch(val) [17][640/6282] eta: 0:04:15 time: 0.0452 data_time: 0.0044 memory: 575 2022/08/07 03:37:27 - mmengine - INFO - Epoch(val) [17][660/6282] eta: 0:04:17 time: 0.0457 data_time: 0.0052 memory: 575 2022/08/07 03:37:28 - mmengine - INFO - Epoch(val) [17][680/6282] eta: 0:04:05 time: 0.0439 data_time: 0.0038 memory: 575 2022/08/07 03:37:29 - mmengine - INFO - Epoch(val) [17][700/6282] eta: 0:06:30 time: 0.0699 data_time: 0.0054 memory: 575 2022/08/07 03:37:30 - mmengine - INFO - Epoch(val) [17][720/6282] eta: 0:04:12 time: 0.0454 data_time: 0.0037 memory: 606 2022/08/07 03:37:31 - mmengine - INFO - Epoch(val) [17][740/6282] eta: 0:03:45 time: 0.0407 data_time: 0.0040 memory: 606 2022/08/07 03:37:32 - mmengine - INFO - Epoch(val) [17][760/6282] eta: 0:03:59 time: 0.0434 data_time: 0.0064 memory: 606 2022/08/07 03:37:33 - mmengine - INFO - Epoch(val) [17][780/6282] eta: 0:03:50 time: 0.0419 data_time: 0.0044 memory: 606 2022/08/07 03:37:33 - mmengine - INFO - Epoch(val) [17][800/6282] eta: 0:04:03 time: 0.0444 data_time: 0.0036 memory: 606 2022/08/07 03:37:34 - mmengine - INFO - Epoch(val) [17][820/6282] eta: 0:03:45 time: 0.0412 data_time: 0.0034 memory: 606 2022/08/07 03:37:35 - mmengine - INFO - Epoch(val) [17][840/6282] eta: 0:03:21 time: 0.0371 data_time: 0.0037 memory: 577 2022/08/07 03:37:36 - mmengine - INFO - Epoch(val) [17][860/6282] eta: 0:03:27 time: 0.0383 data_time: 0.0034 memory: 577 2022/08/07 03:37:37 - mmengine - INFO - Epoch(val) [17][880/6282] eta: 0:03:17 time: 0.0365 data_time: 0.0028 memory: 577 2022/08/07 03:37:37 - mmengine - INFO - Epoch(val) [17][900/6282] eta: 0:03:28 time: 0.0387 data_time: 0.0046 memory: 577 2022/08/07 03:37:38 - mmengine - INFO - Epoch(val) [17][920/6282] eta: 0:03:38 time: 0.0408 data_time: 0.0034 memory: 577 2022/08/07 03:37:39 - mmengine - INFO - Epoch(val) [17][940/6282] eta: 0:03:44 time: 0.0420 data_time: 0.0057 memory: 560 2022/08/07 03:37:40 - mmengine - INFO - Epoch(val) [17][960/6282] eta: 0:03:33 time: 0.0400 data_time: 0.0060 memory: 560 2022/08/07 03:37:41 - mmengine - INFO - Epoch(val) [17][980/6282] eta: 0:03:49 time: 0.0432 data_time: 0.0040 memory: 560 2022/08/07 03:37:42 - mmengine - INFO - Epoch(val) [17][1000/6282] eta: 0:03:43 time: 0.0423 data_time: 0.0054 memory: 560 2022/08/07 03:37:42 - mmengine - INFO - Epoch(val) [17][1020/6282] eta: 0:03:32 time: 0.0403 data_time: 0.0048 memory: 577 2022/08/07 03:37:43 - mmengine - INFO - Epoch(val) [17][1040/6282] eta: 0:03:32 time: 0.0405 data_time: 0.0052 memory: 577 2022/08/07 03:37:44 - mmengine - INFO - Epoch(val) [17][1060/6282] eta: 0:03:29 time: 0.0401 data_time: 0.0056 memory: 577 2022/08/07 03:37:45 - mmengine - INFO - Epoch(val) [17][1080/6282] eta: 0:03:12 time: 0.0371 data_time: 0.0028 memory: 577 2022/08/07 03:37:46 - mmengine - INFO - Epoch(val) [17][1100/6282] eta: 0:03:35 time: 0.0415 data_time: 0.0051 memory: 577 2022/08/07 03:37:47 - mmengine - INFO - Epoch(val) [17][1120/6282] eta: 0:03:47 time: 0.0440 data_time: 0.0051 memory: 577 2022/08/07 03:37:47 - mmengine - INFO - Epoch(val) [17][1140/6282] eta: 0:03:56 time: 0.0460 data_time: 0.0046 memory: 577 2022/08/07 03:37:49 - mmengine - INFO - Epoch(val) [17][1160/6282] eta: 0:06:15 time: 0.0734 data_time: 0.0048 memory: 577 2022/08/07 03:37:50 - mmengine - INFO - Epoch(val) [17][1180/6282] eta: 0:03:49 time: 0.0449 data_time: 0.0057 memory: 577 2022/08/07 03:37:51 - mmengine - INFO - Epoch(val) [17][1200/6282] eta: 0:03:38 time: 0.0429 data_time: 0.0053 memory: 577 2022/08/07 03:37:52 - mmengine - INFO - Epoch(val) [17][1220/6282] eta: 0:04:06 time: 0.0487 data_time: 0.0051 memory: 577 2022/08/07 03:37:53 - mmengine - INFO - Epoch(val) [17][1240/6282] eta: 0:04:22 time: 0.0521 data_time: 0.0073 memory: 606 2022/08/07 03:37:54 - mmengine - INFO - Epoch(val) [17][1260/6282] eta: 0:03:59 time: 0.0476 data_time: 0.0042 memory: 606 2022/08/07 03:37:55 - mmengine - INFO - Epoch(val) [17][1280/6282] eta: 0:03:56 time: 0.0472 data_time: 0.0052 memory: 606 2022/08/07 03:37:56 - mmengine - INFO - Epoch(val) [17][1300/6282] eta: 0:04:16 time: 0.0515 data_time: 0.0061 memory: 606 2022/08/07 03:37:57 - mmengine - INFO - Epoch(val) [17][1320/6282] eta: 0:03:09 time: 0.0381 data_time: 0.0043 memory: 606 2022/08/07 03:37:57 - mmengine - INFO - Epoch(val) [17][1340/6282] eta: 0:03:31 time: 0.0428 data_time: 0.0042 memory: 606 2022/08/07 03:37:58 - mmengine - INFO - Epoch(val) [17][1360/6282] eta: 0:03:31 time: 0.0429 data_time: 0.0033 memory: 606 2022/08/07 03:37:59 - mmengine - INFO - Epoch(val) [17][1380/6282] eta: 0:03:17 time: 0.0404 data_time: 0.0035 memory: 606 2022/08/07 03:38:00 - mmengine - INFO - Epoch(val) [17][1400/6282] eta: 0:03:31 time: 0.0434 data_time: 0.0049 memory: 606 2022/08/07 03:38:01 - mmengine - INFO - Epoch(val) [17][1420/6282] eta: 0:03:12 time: 0.0396 data_time: 0.0038 memory: 606 2022/08/07 03:38:02 - mmengine - INFO - Epoch(val) [17][1440/6282] eta: 0:03:10 time: 0.0392 data_time: 0.0041 memory: 606 2022/08/07 03:38:02 - mmengine - INFO - Epoch(val) [17][1460/6282] eta: 0:03:09 time: 0.0392 data_time: 0.0055 memory: 606 2022/08/07 03:38:03 - mmengine - INFO - Epoch(val) [17][1480/6282] eta: 0:02:57 time: 0.0369 data_time: 0.0046 memory: 606 2022/08/07 03:38:04 - mmengine - INFO - Epoch(val) [17][1500/6282] eta: 0:03:16 time: 0.0411 data_time: 0.0058 memory: 606 2022/08/07 03:38:05 - mmengine - INFO - Epoch(val) [17][1520/6282] eta: 0:03:21 time: 0.0424 data_time: 0.0060 memory: 650 2022/08/07 03:38:06 - mmengine - INFO - Epoch(val) [17][1540/6282] eta: 0:03:33 time: 0.0450 data_time: 0.0057 memory: 650 2022/08/07 03:38:07 - mmengine - INFO - Epoch(val) [17][1560/6282] eta: 0:03:37 time: 0.0460 data_time: 0.0058 memory: 650 2022/08/07 03:38:08 - mmengine - INFO - Epoch(val) [17][1580/6282] eta: 0:03:24 time: 0.0435 data_time: 0.0038 memory: 650 2022/08/07 03:38:09 - mmengine - INFO - Epoch(val) [17][1600/6282] eta: 0:05:36 time: 0.0718 data_time: 0.0050 memory: 650 2022/08/07 03:38:10 - mmengine - INFO - Epoch(val) [17][1620/6282] eta: 0:03:49 time: 0.0493 data_time: 0.0051 memory: 650 2022/08/07 03:38:11 - mmengine - INFO - Epoch(val) [17][1640/6282] eta: 0:03:14 time: 0.0420 data_time: 0.0052 memory: 606 2022/08/07 03:38:12 - mmengine - INFO - Epoch(val) [17][1660/6282] eta: 0:03:09 time: 0.0411 data_time: 0.0043 memory: 606 2022/08/07 03:38:13 - mmengine - INFO - Epoch(val) [17][1680/6282] eta: 0:03:06 time: 0.0405 data_time: 0.0037 memory: 606 2022/08/07 03:38:13 - mmengine - INFO - Epoch(val) [17][1700/6282] eta: 0:03:09 time: 0.0413 data_time: 0.0042 memory: 606 2022/08/07 03:38:14 - mmengine - INFO - Epoch(val) [17][1720/6282] eta: 0:03:18 time: 0.0435 data_time: 0.0052 memory: 606 2022/08/07 03:38:15 - mmengine - INFO - Epoch(val) [17][1740/6282] eta: 0:03:16 time: 0.0434 data_time: 0.0044 memory: 606 2022/08/07 03:38:16 - mmengine - INFO - Epoch(val) [17][1760/6282] eta: 0:03:36 time: 0.0479 data_time: 0.0063 memory: 606 2022/08/07 03:38:17 - mmengine - INFO - Epoch(val) [17][1780/6282] eta: 0:03:23 time: 0.0451 data_time: 0.0054 memory: 606 2022/08/07 03:38:18 - mmengine - INFO - Epoch(val) [17][1800/6282] eta: 0:03:25 time: 0.0459 data_time: 0.0050 memory: 606 2022/08/07 03:38:19 - mmengine - INFO - Epoch(val) [17][1820/6282] eta: 0:03:32 time: 0.0477 data_time: 0.0080 memory: 606 2022/08/07 03:38:20 - mmengine - INFO - Epoch(val) [17][1840/6282] eta: 0:03:03 time: 0.0414 data_time: 0.0036 memory: 606 2022/08/07 03:38:21 - mmengine - INFO - Epoch(val) [17][1860/6282] eta: 0:03:06 time: 0.0421 data_time: 0.0044 memory: 606 2022/08/07 03:38:22 - mmengine - INFO - Epoch(val) [17][1880/6282] eta: 0:03:03 time: 0.0416 data_time: 0.0042 memory: 606 2022/08/07 03:38:22 - mmengine - INFO - Epoch(val) [17][1900/6282] eta: 0:03:03 time: 0.0419 data_time: 0.0043 memory: 606 2022/08/07 03:38:23 - mmengine - INFO - Epoch(val) [17][1920/6282] eta: 0:03:06 time: 0.0428 data_time: 0.0041 memory: 606 2022/08/07 03:38:24 - mmengine - INFO - Epoch(val) [17][1940/6282] eta: 0:03:09 time: 0.0437 data_time: 0.0038 memory: 606 2022/08/07 03:38:25 - mmengine - INFO - Epoch(val) [17][1960/6282] eta: 0:02:51 time: 0.0397 data_time: 0.0052 memory: 579 2022/08/07 03:38:26 - mmengine - INFO - Epoch(val) [17][1980/6282] eta: 0:02:52 time: 0.0400 data_time: 0.0036 memory: 579 2022/08/07 03:38:27 - mmengine - INFO - Epoch(val) [17][2000/6282] eta: 0:02:50 time: 0.0399 data_time: 0.0045 memory: 579 2022/08/07 03:38:27 - mmengine - INFO - Epoch(val) [17][2020/6282] eta: 0:02:58 time: 0.0419 data_time: 0.0042 memory: 579 2022/08/07 03:38:29 - mmengine - INFO - Epoch(val) [17][2040/6282] eta: 0:04:47 time: 0.0677 data_time: 0.0037 memory: 579 2022/08/07 03:38:30 - mmengine - INFO - Epoch(val) [17][2060/6282] eta: 0:02:52 time: 0.0410 data_time: 0.0051 memory: 579 2022/08/07 03:38:30 - mmengine - INFO - Epoch(val) [17][2080/6282] eta: 0:02:46 time: 0.0395 data_time: 0.0050 memory: 579 2022/08/07 03:38:31 - mmengine - INFO - Epoch(val) [17][2100/6282] eta: 0:02:41 time: 0.0386 data_time: 0.0047 memory: 579 2022/08/07 03:38:32 - mmengine - INFO - Epoch(val) [17][2120/6282] eta: 0:02:44 time: 0.0396 data_time: 0.0036 memory: 579 2022/08/07 03:38:33 - mmengine - INFO - Epoch(val) [17][2140/6282] eta: 0:02:54 time: 0.0421 data_time: 0.0052 memory: 579 2022/08/07 03:38:34 - mmengine - INFO - Epoch(val) [17][2160/6282] eta: 0:02:43 time: 0.0396 data_time: 0.0058 memory: 577 2022/08/07 03:38:35 - mmengine - INFO - Epoch(val) [17][2180/6282] eta: 0:02:44 time: 0.0401 data_time: 0.0043 memory: 577 2022/08/07 03:38:35 - mmengine - INFO - Epoch(val) [17][2200/6282] eta: 0:02:44 time: 0.0402 data_time: 0.0036 memory: 577 2022/08/07 03:38:36 - mmengine - INFO - Epoch(val) [17][2220/6282] eta: 0:02:50 time: 0.0420 data_time: 0.0066 memory: 577 2022/08/07 03:38:37 - mmengine - INFO - Epoch(val) [17][2240/6282] eta: 0:02:36 time: 0.0388 data_time: 0.0038 memory: 577 2022/08/07 03:38:38 - mmengine - INFO - Epoch(val) [17][2260/6282] eta: 0:02:46 time: 0.0414 data_time: 0.0044 memory: 579 2022/08/07 03:38:39 - mmengine - INFO - Epoch(val) [17][2280/6282] eta: 0:02:44 time: 0.0411 data_time: 0.0046 memory: 579 2022/08/07 03:38:39 - mmengine - INFO - Epoch(val) [17][2300/6282] eta: 0:02:41 time: 0.0405 data_time: 0.0042 memory: 579 2022/08/07 03:38:40 - mmengine - INFO - Epoch(val) [17][2320/6282] eta: 0:02:33 time: 0.0386 data_time: 0.0045 memory: 579 2022/08/07 03:38:41 - mmengine - INFO - Epoch(val) [17][2340/6282] eta: 0:02:48 time: 0.0427 data_time: 0.0041 memory: 579 2022/08/07 03:38:42 - mmengine - INFO - Epoch(val) [17][2360/6282] eta: 0:02:39 time: 0.0406 data_time: 0.0054 memory: 577 2022/08/07 03:38:43 - mmengine - INFO - Epoch(val) [17][2380/6282] eta: 0:02:29 time: 0.0383 data_time: 0.0067 memory: 577 2022/08/07 03:38:44 - mmengine - INFO - Epoch(val) [17][2400/6282] eta: 0:02:34 time: 0.0397 data_time: 0.0045 memory: 577 2022/08/07 03:38:44 - mmengine - INFO - Epoch(val) [17][2420/6282] eta: 0:02:35 time: 0.0402 data_time: 0.0049 memory: 577 2022/08/07 03:38:45 - mmengine - INFO - Epoch(val) [17][2440/6282] eta: 0:02:51 time: 0.0446 data_time: 0.0063 memory: 577 2022/08/07 03:38:46 - mmengine - INFO - Epoch(val) [17][2460/6282] eta: 0:03:08 time: 0.0494 data_time: 0.0058 memory: 606 2022/08/07 03:38:47 - mmengine - INFO - Epoch(val) [17][2480/6282] eta: 0:02:49 time: 0.0447 data_time: 0.0049 memory: 606 2022/08/07 03:38:49 - mmengine - INFO - Epoch(val) [17][2500/6282] eta: 0:04:38 time: 0.0735 data_time: 0.0052 memory: 606 2022/08/07 03:38:50 - mmengine - INFO - Epoch(val) [17][2520/6282] eta: 0:03:13 time: 0.0513 data_time: 0.0041 memory: 606 2022/08/07 03:38:51 - mmengine - INFO - Epoch(val) [17][2540/6282] eta: 0:02:25 time: 0.0388 data_time: 0.0036 memory: 606 2022/08/07 03:38:51 - mmengine - INFO - Epoch(val) [17][2560/6282] eta: 0:02:48 time: 0.0452 data_time: 0.0049 memory: 606 2022/08/07 03:38:52 - mmengine - INFO - Epoch(val) [17][2580/6282] eta: 0:02:38 time: 0.0429 data_time: 0.0048 memory: 606 2022/08/07 03:38:53 - mmengine - INFO - Epoch(val) [17][2600/6282] eta: 0:02:30 time: 0.0408 data_time: 0.0047 memory: 606 2022/08/07 03:38:54 - mmengine - INFO - Epoch(val) [17][2620/6282] eta: 0:02:34 time: 0.0421 data_time: 0.0050 memory: 606 2022/08/07 03:38:55 - mmengine - INFO - Epoch(val) [17][2640/6282] eta: 0:02:28 time: 0.0408 data_time: 0.0039 memory: 606 2022/08/07 03:38:56 - mmengine - INFO - Epoch(val) [17][2660/6282] eta: 0:02:44 time: 0.0454 data_time: 0.0058 memory: 646 2022/08/07 03:38:57 - mmengine - INFO - Epoch(val) [17][2680/6282] eta: 0:02:45 time: 0.0460 data_time: 0.0049 memory: 646 2022/08/07 03:38:58 - mmengine - INFO - Epoch(val) [17][2700/6282] eta: 0:02:34 time: 0.0431 data_time: 0.0037 memory: 646 2022/08/07 03:38:59 - mmengine - INFO - Epoch(val) [17][2720/6282] eta: 0:02:49 time: 0.0475 data_time: 0.0047 memory: 646 2022/08/07 03:38:59 - mmengine - INFO - Epoch(val) [17][2740/6282] eta: 0:02:37 time: 0.0444 data_time: 0.0045 memory: 646 2022/08/07 03:39:00 - mmengine - INFO - Epoch(val) [17][2760/6282] eta: 0:02:12 time: 0.0376 data_time: 0.0041 memory: 579 2022/08/07 03:39:01 - mmengine - INFO - Epoch(val) [17][2780/6282] eta: 0:02:26 time: 0.0418 data_time: 0.0042 memory: 579 2022/08/07 03:39:02 - mmengine - INFO - Epoch(val) [17][2800/6282] eta: 0:02:15 time: 0.0390 data_time: 0.0049 memory: 579 2022/08/07 03:39:03 - mmengine - INFO - Epoch(val) [17][2820/6282] eta: 0:02:16 time: 0.0395 data_time: 0.0040 memory: 579 2022/08/07 03:39:04 - mmengine - INFO - Epoch(val) [17][2840/6282] eta: 0:02:20 time: 0.0409 data_time: 0.0039 memory: 579 2022/08/07 03:39:04 - mmengine - INFO - Epoch(val) [17][2860/6282] eta: 0:02:16 time: 0.0399 data_time: 0.0048 memory: 606 2022/08/07 03:39:05 - mmengine - INFO - Epoch(val) [17][2880/6282] eta: 0:02:16 time: 0.0402 data_time: 0.0031 memory: 606 2022/08/07 03:39:06 - mmengine - INFO - Epoch(val) [17][2900/6282] eta: 0:02:21 time: 0.0418 data_time: 0.0049 memory: 606 2022/08/07 03:39:07 - mmengine - INFO - Epoch(val) [17][2920/6282] eta: 0:02:05 time: 0.0373 data_time: 0.0037 memory: 606 2022/08/07 03:39:08 - mmengine - INFO - Epoch(val) [17][2940/6282] eta: 0:02:17 time: 0.0411 data_time: 0.0050 memory: 591 2022/08/07 03:39:09 - mmengine - INFO - Epoch(val) [17][2960/6282] eta: 0:03:44 time: 0.0675 data_time: 0.0052 memory: 591 2022/08/07 03:39:10 - mmengine - INFO - Epoch(val) [17][2980/6282] eta: 0:02:05 time: 0.0379 data_time: 0.0036 memory: 591 2022/08/07 03:39:11 - mmengine - INFO - Epoch(val) [17][3000/6282] eta: 0:02:16 time: 0.0416 data_time: 0.0039 memory: 591 2022/08/07 03:39:11 - mmengine - INFO - Epoch(val) [17][3020/6282] eta: 0:02:20 time: 0.0431 data_time: 0.0044 memory: 606 2022/08/07 03:39:12 - mmengine - INFO - Epoch(val) [17][3040/6282] eta: 0:02:18 time: 0.0428 data_time: 0.0060 memory: 606 2022/08/07 03:39:13 - mmengine - INFO - Epoch(val) [17][3060/6282] eta: 0:02:19 time: 0.0433 data_time: 0.0051 memory: 606 2022/08/07 03:39:14 - mmengine - INFO - Epoch(val) [17][3080/6282] eta: 0:02:31 time: 0.0473 data_time: 0.0063 memory: 606 2022/08/07 03:39:15 - mmengine - INFO - Epoch(val) [17][3100/6282] eta: 0:02:09 time: 0.0406 data_time: 0.0042 memory: 606 2022/08/07 03:39:16 - mmengine - INFO - Epoch(val) [17][3120/6282] eta: 0:02:14 time: 0.0426 data_time: 0.0048 memory: 579 2022/08/07 03:39:17 - mmengine - INFO - Epoch(val) [17][3140/6282] eta: 0:02:10 time: 0.0416 data_time: 0.0058 memory: 579 2022/08/07 03:39:18 - mmengine - INFO - Epoch(val) [17][3160/6282] eta: 0:02:02 time: 0.0394 data_time: 0.0037 memory: 579 2022/08/07 03:39:18 - mmengine - INFO - Epoch(val) [17][3180/6282] eta: 0:01:51 time: 0.0358 data_time: 0.0047 memory: 579 2022/08/07 03:39:19 - mmengine - INFO - Epoch(val) [17][3200/6282] eta: 0:02:05 time: 0.0408 data_time: 0.0048 memory: 606 2022/08/07 03:39:20 - mmengine - INFO - Epoch(val) [17][3220/6282] eta: 0:01:56 time: 0.0379 data_time: 0.0043 memory: 606 2022/08/07 03:39:21 - mmengine - INFO - Epoch(val) [17][3240/6282] eta: 0:02:04 time: 0.0409 data_time: 0.0034 memory: 606 2022/08/07 03:39:22 - mmengine - INFO - Epoch(val) [17][3260/6282] eta: 0:02:06 time: 0.0417 data_time: 0.0044 memory: 606 2022/08/07 03:39:22 - mmengine - INFO - Epoch(val) [17][3280/6282] eta: 0:02:13 time: 0.0446 data_time: 0.0055 memory: 606 2022/08/07 03:39:23 - mmengine - INFO - Epoch(val) [17][3300/6282] eta: 0:02:10 time: 0.0439 data_time: 0.0066 memory: 606 2022/08/07 03:39:24 - mmengine - INFO - Epoch(val) [17][3320/6282] eta: 0:02:04 time: 0.0419 data_time: 0.0034 memory: 606 2022/08/07 03:39:25 - mmengine - INFO - Epoch(val) [17][3340/6282] eta: 0:02:04 time: 0.0424 data_time: 0.0046 memory: 606 2022/08/07 03:39:26 - mmengine - INFO - Epoch(val) [17][3360/6282] eta: 0:02:05 time: 0.0428 data_time: 0.0052 memory: 606 2022/08/07 03:39:27 - mmengine - INFO - Epoch(val) [17][3380/6282] eta: 0:02:03 time: 0.0425 data_time: 0.0039 memory: 606 2022/08/07 03:39:28 - mmengine - INFO - Epoch(val) [17][3400/6282] eta: 0:01:47 time: 0.0374 data_time: 0.0033 memory: 577 2022/08/07 03:39:29 - mmengine - INFO - Epoch(val) [17][3420/6282] eta: 0:03:18 time: 0.0692 data_time: 0.0060 memory: 577 2022/08/07 03:39:30 - mmengine - INFO - Epoch(val) [17][3440/6282] eta: 0:01:51 time: 0.0391 data_time: 0.0042 memory: 577 2022/08/07 03:39:31 - mmengine - INFO - Epoch(val) [17][3460/6282] eta: 0:01:52 time: 0.0399 data_time: 0.0047 memory: 577 2022/08/07 03:39:31 - mmengine - INFO - Epoch(val) [17][3480/6282] eta: 0:01:51 time: 0.0399 data_time: 0.0047 memory: 577 2022/08/07 03:39:32 - mmengine - INFO - Epoch(val) [17][3500/6282] eta: 0:01:44 time: 0.0375 data_time: 0.0028 memory: 577 2022/08/07 03:39:33 - mmengine - INFO - Epoch(val) [17][3520/6282] eta: 0:01:44 time: 0.0378 data_time: 0.0061 memory: 577 2022/08/07 03:39:34 - mmengine - INFO - Epoch(val) [17][3540/6282] eta: 0:01:54 time: 0.0417 data_time: 0.0052 memory: 577 2022/08/07 03:39:35 - mmengine - INFO - Epoch(val) [17][3560/6282] eta: 0:01:55 time: 0.0423 data_time: 0.0040 memory: 577 2022/08/07 03:39:35 - mmengine - INFO - Epoch(val) [17][3580/6282] eta: 0:01:50 time: 0.0409 data_time: 0.0036 memory: 598 2022/08/07 03:39:36 - mmengine - INFO - Epoch(val) [17][3600/6282] eta: 0:01:51 time: 0.0415 data_time: 0.0046 memory: 598 2022/08/07 03:39:37 - mmengine - INFO - Epoch(val) [17][3620/6282] eta: 0:01:56 time: 0.0438 data_time: 0.0058 memory: 598 2022/08/07 03:39:38 - mmengine - INFO - Epoch(val) [17][3640/6282] eta: 0:01:48 time: 0.0409 data_time: 0.0032 memory: 598 2022/08/07 03:39:39 - mmengine - INFO - Epoch(val) [17][3660/6282] eta: 0:01:51 time: 0.0426 data_time: 0.0046 memory: 598 2022/08/07 03:39:40 - mmengine - INFO - Epoch(val) [17][3680/6282] eta: 0:01:53 time: 0.0436 data_time: 0.0052 memory: 606 2022/08/07 03:39:41 - mmengine - INFO - Epoch(val) [17][3700/6282] eta: 0:01:52 time: 0.0434 data_time: 0.0045 memory: 606 2022/08/07 03:39:41 - mmengine - INFO - Epoch(val) [17][3720/6282] eta: 0:01:45 time: 0.0410 data_time: 0.0035 memory: 606 2022/08/07 03:39:42 - mmengine - INFO - Epoch(val) [17][3740/6282] eta: 0:01:51 time: 0.0437 data_time: 0.0056 memory: 606 2022/08/07 03:39:43 - mmengine - INFO - Epoch(val) [17][3760/6282] eta: 0:01:48 time: 0.0430 data_time: 0.0033 memory: 606 2022/08/07 03:39:44 - mmengine - INFO - Epoch(val) [17][3780/6282] eta: 0:01:49 time: 0.0438 data_time: 0.0068 memory: 606 2022/08/07 03:39:45 - mmengine - INFO - Epoch(val) [17][3800/6282] eta: 0:01:52 time: 0.0454 data_time: 0.0042 memory: 606 2022/08/07 03:39:46 - mmengine - INFO - Epoch(val) [17][3820/6282] eta: 0:01:44 time: 0.0425 data_time: 0.0032 memory: 606 2022/08/07 03:39:47 - mmengine - INFO - Epoch(val) [17][3840/6282] eta: 0:01:43 time: 0.0424 data_time: 0.0044 memory: 606 2022/08/07 03:39:48 - mmengine - INFO - Epoch(val) [17][3860/6282] eta: 0:01:38 time: 0.0406 data_time: 0.0051 memory: 606 2022/08/07 03:39:49 - mmengine - INFO - Epoch(val) [17][3880/6282] eta: 0:02:50 time: 0.0711 data_time: 0.0039 memory: 606 2022/08/07 03:39:50 - mmengine - INFO - Epoch(val) [17][3900/6282] eta: 0:01:44 time: 0.0439 data_time: 0.0049 memory: 606 2022/08/07 03:39:51 - mmengine - INFO - Epoch(val) [17][3920/6282] eta: 0:01:31 time: 0.0386 data_time: 0.0042 memory: 606 2022/08/07 03:39:51 - mmengine - INFO - Epoch(val) [17][3940/6282] eta: 0:01:26 time: 0.0368 data_time: 0.0034 memory: 606 2022/08/07 03:39:52 - mmengine - INFO - Epoch(val) [17][3960/6282] eta: 0:01:31 time: 0.0393 data_time: 0.0042 memory: 606 2022/08/07 03:39:53 - mmengine - INFO - Epoch(val) [17][3980/6282] eta: 0:01:27 time: 0.0380 data_time: 0.0046 memory: 606 2022/08/07 03:39:54 - mmengine - INFO - Epoch(val) [17][4000/6282] eta: 0:01:30 time: 0.0398 data_time: 0.0035 memory: 606 2022/08/07 03:39:55 - mmengine - INFO - Epoch(val) [17][4020/6282] eta: 0:01:28 time: 0.0392 data_time: 0.0048 memory: 606 2022/08/07 03:39:56 - mmengine - INFO - Epoch(val) [17][4040/6282] eta: 0:01:35 time: 0.0425 data_time: 0.0048 memory: 646 2022/08/07 03:39:56 - mmengine - INFO - Epoch(val) [17][4060/6282] eta: 0:01:41 time: 0.0458 data_time: 0.0045 memory: 646 2022/08/07 03:39:57 - mmengine - INFO - Epoch(val) [17][4080/6282] eta: 0:01:41 time: 0.0460 data_time: 0.0046 memory: 646 2022/08/07 03:39:58 - mmengine - INFO - Epoch(val) [17][4100/6282] eta: 0:01:29 time: 0.0412 data_time: 0.0042 memory: 646 2022/08/07 03:39:59 - mmengine - INFO - Epoch(val) [17][4120/6282] eta: 0:01:28 time: 0.0407 data_time: 0.0041 memory: 646 2022/08/07 03:40:00 - mmengine - INFO - Epoch(val) [17][4140/6282] eta: 0:01:35 time: 0.0444 data_time: 0.0046 memory: 646 2022/08/07 03:40:01 - mmengine - INFO - Epoch(val) [17][4160/6282] eta: 0:01:19 time: 0.0375 data_time: 0.0041 memory: 577 2022/08/07 03:40:02 - mmengine - INFO - Epoch(val) [17][4180/6282] eta: 0:02:37 time: 0.0751 data_time: 0.0045 memory: 577 2022/08/07 03:40:03 - mmengine - INFO - Epoch(val) [17][4200/6282] eta: 0:01:24 time: 0.0404 data_time: 0.0039 memory: 577 2022/08/07 03:40:04 - mmengine - INFO - Epoch(val) [17][4220/6282] eta: 0:01:22 time: 0.0400 data_time: 0.0050 memory: 577 2022/08/07 03:40:05 - mmengine - INFO - Epoch(val) [17][4240/6282] eta: 0:01:19 time: 0.0389 data_time: 0.0042 memory: 577 2022/08/07 03:40:05 - mmengine - INFO - Epoch(val) [17][4260/6282] eta: 0:01:21 time: 0.0401 data_time: 0.0040 memory: 576 2022/08/07 03:40:06 - mmengine - INFO - Epoch(val) [17][4280/6282] eta: 0:01:19 time: 0.0398 data_time: 0.0043 memory: 576 2022/08/07 03:40:07 - mmengine - INFO - Epoch(val) [17][4300/6282] eta: 0:01:21 time: 0.0411 data_time: 0.0042 memory: 576 2022/08/07 03:40:08 - mmengine - INFO - Epoch(val) [17][4320/6282] eta: 0:01:16 time: 0.0390 data_time: 0.0042 memory: 576 2022/08/07 03:40:09 - mmengine - INFO - Epoch(val) [17][4340/6282] eta: 0:01:24 time: 0.0435 data_time: 0.0059 memory: 576 2022/08/07 03:40:10 - mmengine - INFO - Epoch(val) [17][4360/6282] eta: 0:01:14 time: 0.0390 data_time: 0.0033 memory: 606 2022/08/07 03:40:10 - mmengine - INFO - Epoch(val) [17][4380/6282] eta: 0:01:08 time: 0.0362 data_time: 0.0024 memory: 606 2022/08/07 03:40:11 - mmengine - INFO - Epoch(val) [17][4400/6282] eta: 0:01:16 time: 0.0405 data_time: 0.0042 memory: 606 2022/08/07 03:40:12 - mmengine - INFO - Epoch(val) [17][4420/6282] eta: 0:01:19 time: 0.0429 data_time: 0.0042 memory: 606 2022/08/07 03:40:13 - mmengine - INFO - Epoch(val) [17][4440/6282] eta: 0:01:21 time: 0.0440 data_time: 0.0055 memory: 610 2022/08/07 03:40:14 - mmengine - INFO - Epoch(val) [17][4460/6282] eta: 0:01:18 time: 0.0429 data_time: 0.0047 memory: 610 2022/08/07 03:40:15 - mmengine - INFO - Epoch(val) [17][4480/6282] eta: 0:01:17 time: 0.0431 data_time: 0.0046 memory: 610 2022/08/07 03:40:16 - mmengine - INFO - Epoch(val) [17][4500/6282] eta: 0:01:16 time: 0.0429 data_time: 0.0033 memory: 610 2022/08/07 03:40:16 - mmengine - INFO - Epoch(val) [17][4520/6282] eta: 0:01:12 time: 0.0410 data_time: 0.0049 memory: 610 2022/08/07 03:40:17 - mmengine - INFO - Epoch(val) [17][4540/6282] eta: 0:01:06 time: 0.0379 data_time: 0.0045 memory: 579 2022/08/07 03:40:18 - mmengine - INFO - Epoch(val) [17][4560/6282] eta: 0:01:04 time: 0.0377 data_time: 0.0029 memory: 579 2022/08/07 03:40:19 - mmengine - INFO - Epoch(val) [17][4580/6282] eta: 0:01:40 time: 0.0589 data_time: 0.0039 memory: 579 2022/08/07 03:40:20 - mmengine - INFO - Epoch(val) [17][4600/6282] eta: 0:01:06 time: 0.0394 data_time: 0.0037 memory: 579 2022/08/07 03:40:21 - mmengine - INFO - Epoch(val) [17][4620/6282] eta: 0:01:06 time: 0.0402 data_time: 0.0056 memory: 579 2022/08/07 03:40:22 - mmengine - INFO - Epoch(val) [17][4640/6282] eta: 0:01:11 time: 0.0433 data_time: 0.0049 memory: 610 2022/08/07 03:40:22 - mmengine - INFO - Epoch(val) [17][4660/6282] eta: 0:01:07 time: 0.0414 data_time: 0.0054 memory: 610 2022/08/07 03:40:23 - mmengine - INFO - Epoch(val) [17][4680/6282] eta: 0:01:03 time: 0.0396 data_time: 0.0030 memory: 610 2022/08/07 03:40:24 - mmengine - INFO - Epoch(val) [17][4700/6282] eta: 0:01:12 time: 0.0457 data_time: 0.0058 memory: 610 2022/08/07 03:40:25 - mmengine - INFO - Epoch(val) [17][4720/6282] eta: 0:01:01 time: 0.0396 data_time: 0.0045 memory: 610 2022/08/07 03:40:26 - mmengine - INFO - Epoch(val) [17][4740/6282] eta: 0:01:02 time: 0.0403 data_time: 0.0047 memory: 590 2022/08/07 03:40:27 - mmengine - INFO - Epoch(val) [17][4760/6282] eta: 0:01:01 time: 0.0405 data_time: 0.0045 memory: 590 2022/08/07 03:40:27 - mmengine - INFO - Epoch(val) [17][4780/6282] eta: 0:00:58 time: 0.0390 data_time: 0.0047 memory: 590 2022/08/07 03:40:28 - mmengine - INFO - Epoch(val) [17][4800/6282] eta: 0:01:02 time: 0.0422 data_time: 0.0062 memory: 590 2022/08/07 03:40:29 - mmengine - INFO - Epoch(val) [17][4820/6282] eta: 0:00:59 time: 0.0406 data_time: 0.0045 memory: 606 2022/08/07 03:40:30 - mmengine - INFO - Epoch(val) [17][4840/6282] eta: 0:00:57 time: 0.0399 data_time: 0.0041 memory: 606 2022/08/07 03:40:31 - mmengine - INFO - Epoch(val) [17][4860/6282] eta: 0:00:55 time: 0.0387 data_time: 0.0033 memory: 606 2022/08/07 03:40:32 - mmengine - INFO - Epoch(val) [17][4880/6282] eta: 0:00:58 time: 0.0416 data_time: 0.0047 memory: 606 2022/08/07 03:40:32 - mmengine - INFO - Epoch(val) [17][4900/6282] eta: 0:00:55 time: 0.0399 data_time: 0.0036 memory: 606 2022/08/07 03:40:33 - mmengine - INFO - Epoch(val) [17][4920/6282] eta: 0:00:56 time: 0.0418 data_time: 0.0040 memory: 608 2022/08/07 03:40:34 - mmengine - INFO - Epoch(val) [17][4940/6282] eta: 0:00:57 time: 0.0429 data_time: 0.0049 memory: 608 2022/08/07 03:40:35 - mmengine - INFO - Epoch(val) [17][4960/6282] eta: 0:01:00 time: 0.0457 data_time: 0.0051 memory: 608 2022/08/07 03:40:36 - mmengine - INFO - Epoch(val) [17][4980/6282] eta: 0:00:52 time: 0.0402 data_time: 0.0046 memory: 608 2022/08/07 03:40:37 - mmengine - INFO - Epoch(val) [17][5000/6282] eta: 0:00:56 time: 0.0438 data_time: 0.0051 memory: 608 2022/08/07 03:40:38 - mmengine - INFO - Epoch(val) [17][5020/6282] eta: 0:00:52 time: 0.0414 data_time: 0.0059 memory: 608 2022/08/07 03:40:39 - mmengine - INFO - Epoch(val) [17][5040/6282] eta: 0:01:22 time: 0.0667 data_time: 0.0032 memory: 579 2022/08/07 03:40:40 - mmengine - INFO - Epoch(val) [17][5060/6282] eta: 0:00:47 time: 0.0389 data_time: 0.0038 memory: 579 2022/08/07 03:40:41 - mmengine - INFO - Epoch(val) [17][5080/6282] eta: 0:00:48 time: 0.0402 data_time: 0.0053 memory: 579 2022/08/07 03:40:41 - mmengine - INFO - Epoch(val) [17][5100/6282] eta: 0:00:45 time: 0.0383 data_time: 0.0050 memory: 579 2022/08/07 03:40:42 - mmengine - INFO - Epoch(val) [17][5120/6282] eta: 0:00:44 time: 0.0380 data_time: 0.0038 memory: 579 2022/08/07 03:40:43 - mmengine - INFO - Epoch(val) [17][5140/6282] eta: 0:00:47 time: 0.0415 data_time: 0.0073 memory: 577 2022/08/07 03:40:44 - mmengine - INFO - Epoch(val) [17][5160/6282] eta: 0:00:45 time: 0.0408 data_time: 0.0052 memory: 577 2022/08/07 03:40:45 - mmengine - INFO - Epoch(val) [17][5180/6282] eta: 0:00:44 time: 0.0404 data_time: 0.0032 memory: 577 2022/08/07 03:40:45 - mmengine - INFO - Epoch(val) [17][5200/6282] eta: 0:00:41 time: 0.0380 data_time: 0.0030 memory: 577 2022/08/07 03:40:46 - mmengine - INFO - Epoch(val) [17][5220/6282] eta: 0:00:44 time: 0.0422 data_time: 0.0044 memory: 577 2022/08/07 03:40:47 - mmengine - INFO - Epoch(val) [17][5240/6282] eta: 0:00:39 time: 0.0380 data_time: 0.0045 memory: 576 2022/08/07 03:40:48 - mmengine - INFO - Epoch(val) [17][5260/6282] eta: 0:00:39 time: 0.0390 data_time: 0.0052 memory: 576 2022/08/07 03:40:49 - mmengine - INFO - Epoch(val) [17][5280/6282] eta: 0:00:38 time: 0.0383 data_time: 0.0055 memory: 576 2022/08/07 03:40:50 - mmengine - INFO - Epoch(val) [17][5300/6282] eta: 0:00:41 time: 0.0424 data_time: 0.0046 memory: 576 2022/08/07 03:40:50 - mmengine - INFO - Epoch(val) [17][5320/6282] eta: 0:00:36 time: 0.0380 data_time: 0.0030 memory: 577 2022/08/07 03:40:51 - mmengine - INFO - Epoch(val) [17][5340/6282] eta: 0:00:37 time: 0.0401 data_time: 0.0061 memory: 577 2022/08/07 03:40:52 - mmengine - INFO - Epoch(val) [17][5360/6282] eta: 0:00:40 time: 0.0442 data_time: 0.0048 memory: 577 2022/08/07 03:40:53 - mmengine - INFO - Epoch(val) [17][5380/6282] eta: 0:00:39 time: 0.0434 data_time: 0.0044 memory: 577 2022/08/07 03:40:54 - mmengine - INFO - Epoch(val) [17][5400/6282] eta: 0:00:33 time: 0.0374 data_time: 0.0041 memory: 577 2022/08/07 03:40:54 - mmengine - INFO - Epoch(val) [17][5420/6282] eta: 0:00:34 time: 0.0401 data_time: 0.0033 memory: 577 2022/08/07 03:40:55 - mmengine - INFO - Epoch(val) [17][5440/6282] eta: 0:00:34 time: 0.0408 data_time: 0.0039 memory: 577 2022/08/07 03:40:56 - mmengine - INFO - Epoch(val) [17][5460/6282] eta: 0:00:30 time: 0.0369 data_time: 0.0043 memory: 577 2022/08/07 03:40:57 - mmengine - INFO - Epoch(val) [17][5480/6282] eta: 0:00:26 time: 0.0328 data_time: 0.0026 memory: 577 2022/08/07 03:40:58 - mmengine - INFO - Epoch(val) [17][5500/6282] eta: 0:00:31 time: 0.0399 data_time: 0.0040 memory: 577 2022/08/07 03:40:59 - mmengine - INFO - Epoch(val) [17][5520/6282] eta: 0:00:49 time: 0.0645 data_time: 0.0036 memory: 588 2022/08/07 03:41:00 - mmengine - INFO - Epoch(val) [17][5540/6282] eta: 0:00:31 time: 0.0430 data_time: 0.0052 memory: 588 2022/08/07 03:41:01 - mmengine - INFO - Epoch(val) [17][5560/6282] eta: 0:00:30 time: 0.0426 data_time: 0.0057 memory: 588 2022/08/07 03:41:01 - mmengine - INFO - Epoch(val) [17][5580/6282] eta: 0:00:28 time: 0.0407 data_time: 0.0054 memory: 588 2022/08/07 03:41:02 - mmengine - INFO - Epoch(val) [17][5600/6282] eta: 0:00:29 time: 0.0429 data_time: 0.0047 memory: 588 2022/08/07 03:41:03 - mmengine - INFO - Epoch(val) [17][5620/6282] eta: 0:00:27 time: 0.0420 data_time: 0.0039 memory: 588 2022/08/07 03:41:04 - mmengine - INFO - Epoch(val) [17][5640/6282] eta: 0:00:25 time: 0.0394 data_time: 0.0040 memory: 577 2022/08/07 03:41:05 - mmengine - INFO - Epoch(val) [17][5660/6282] eta: 0:00:24 time: 0.0390 data_time: 0.0043 memory: 577 2022/08/07 03:41:06 - mmengine - INFO - Epoch(val) [17][5680/6282] eta: 0:00:22 time: 0.0368 data_time: 0.0045 memory: 577 2022/08/07 03:41:06 - mmengine - INFO - Epoch(val) [17][5700/6282] eta: 0:00:21 time: 0.0378 data_time: 0.0030 memory: 577 2022/08/07 03:41:07 - mmengine - INFO - Epoch(val) [17][5720/6282] eta: 0:00:23 time: 0.0410 data_time: 0.0046 memory: 594 2022/08/07 03:41:08 - mmengine - INFO - Epoch(val) [17][5740/6282] eta: 0:00:21 time: 0.0390 data_time: 0.0048 memory: 594 2022/08/07 03:41:09 - mmengine - INFO - Epoch(val) [17][5760/6282] eta: 0:00:21 time: 0.0403 data_time: 0.0052 memory: 594 2022/08/07 03:41:10 - mmengine - INFO - Epoch(val) [17][5780/6282] eta: 0:00:20 time: 0.0407 data_time: 0.0049 memory: 594 2022/08/07 03:41:10 - mmengine - INFO - Epoch(val) [17][5800/6282] eta: 0:00:20 time: 0.0418 data_time: 0.0049 memory: 594 2022/08/07 03:41:11 - mmengine - INFO - Epoch(val) [17][5820/6282] eta: 0:00:18 time: 0.0399 data_time: 0.0057 memory: 594 2022/08/07 03:41:12 - mmengine - INFO - Epoch(val) [17][5840/6282] eta: 0:00:18 time: 0.0425 data_time: 0.0049 memory: 588 2022/08/07 03:41:13 - mmengine - INFO - Epoch(val) [17][5860/6282] eta: 0:00:16 time: 0.0391 data_time: 0.0039 memory: 588 2022/08/07 03:41:14 - mmengine - INFO - Epoch(val) [17][5880/6282] eta: 0:00:15 time: 0.0382 data_time: 0.0054 memory: 588 2022/08/07 03:41:15 - mmengine - INFO - Epoch(val) [17][5900/6282] eta: 0:00:14 time: 0.0386 data_time: 0.0034 memory: 588 2022/08/07 03:41:15 - mmengine - INFO - Epoch(val) [17][5920/6282] eta: 0:00:14 time: 0.0403 data_time: 0.0045 memory: 588 2022/08/07 03:41:16 - mmengine - INFO - Epoch(val) [17][5940/6282] eta: 0:00:13 time: 0.0395 data_time: 0.0038 memory: 577 2022/08/07 03:41:17 - mmengine - INFO - Epoch(val) [17][5960/6282] eta: 0:00:12 time: 0.0383 data_time: 0.0028 memory: 577 2022/08/07 03:41:18 - mmengine - INFO - Epoch(val) [17][5980/6282] eta: 0:00:12 time: 0.0401 data_time: 0.0055 memory: 577 2022/08/07 03:41:19 - mmengine - INFO - Epoch(val) [17][6000/6282] eta: 0:00:21 time: 0.0750 data_time: 0.0091 memory: 606 2022/08/07 03:41:20 - mmengine - INFO - Epoch(val) [17][6020/6282] eta: 0:00:10 time: 0.0418 data_time: 0.0032 memory: 606 2022/08/07 03:41:21 - mmengine - INFO - Epoch(val) [17][6040/6282] eta: 0:00:09 time: 0.0401 data_time: 0.0045 memory: 606 2022/08/07 03:41:22 - mmengine - INFO - Epoch(val) [17][6060/6282] eta: 0:00:10 time: 0.0460 data_time: 0.0058 memory: 606 2022/08/07 03:41:23 - mmengine - INFO - Epoch(val) [17][6080/6282] eta: 0:00:08 time: 0.0427 data_time: 0.0053 memory: 606 2022/08/07 03:41:24 - mmengine - INFO - Epoch(val) [17][6100/6282] eta: 0:00:07 time: 0.0421 data_time: 0.0044 memory: 606 2022/08/07 03:41:24 - mmengine - INFO - Epoch(val) [17][6120/6282] eta: 0:00:06 time: 0.0428 data_time: 0.0053 memory: 606 2022/08/07 03:41:25 - mmengine - INFO - Epoch(val) [17][6140/6282] eta: 0:00:05 time: 0.0422 data_time: 0.0040 memory: 606 2022/08/07 03:41:26 - mmengine - INFO - Epoch(val) [17][6160/6282] eta: 0:00:05 time: 0.0414 data_time: 0.0046 memory: 606 2022/08/07 03:41:27 - mmengine - INFO - Epoch(val) [17][6180/6282] eta: 0:00:03 time: 0.0333 data_time: 0.0027 memory: 606 2022/08/07 03:41:27 - mmengine - INFO - Epoch(val) [17][6200/6282] eta: 0:00:01 time: 0.0229 data_time: 0.0015 memory: 606 2022/08/07 03:41:28 - mmengine - INFO - Epoch(val) [17][6220/6282] eta: 0:00:01 time: 0.0208 data_time: 0.0012 memory: 606 2022/08/07 03:41:28 - mmengine - INFO - Epoch(val) [17][6240/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 03:41:29 - mmengine - INFO - Epoch(val) [17][6260/6282] eta: 0:00:00 time: 0.0201 data_time: 0.0014 memory: 606 2022/08/07 03:41:29 - mmengine - INFO - Epoch(val) [17][6280/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0012 memory: 606 2022/08/07 03:44:59 - mmengine - INFO - Epoch(val) [17][6282/6282] mAP/mAP@0.5IOU: 0.2069 2022/08/07 03:45:07 - mmengine - INFO - Epoch(train) [18][20/1441] lr: 2.0000e-03 eta: 0:28:19 time: 0.4113 data_time: 0.0510 memory: 8503 grad_norm: 0.1292 recall@thr=0.5: 0.7707 prec@thr=0.5: 0.8382 recall@top3: 0.8134 prec@top3: 0.6829 recall@top5: 0.9593 prec@top5: 0.4927 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 03:45:15 - mmengine - INFO - Epoch(train) [18][40/1441] lr: 2.0000e-03 eta: 0:28:11 time: 0.3692 data_time: 0.0174 memory: 8503 grad_norm: 0.1326 recall@thr=0.5: 0.7898 prec@thr=0.5: 0.8371 recall@top3: 0.8390 prec@top3: 0.6894 recall@top5: 0.9716 prec@top5: 0.4909 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 03:45:23 - mmengine - INFO - Epoch(train) [18][60/1441] lr: 2.0000e-03 eta: 0:28:03 time: 0.3978 data_time: 0.0241 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.7897 prec@thr=0.5: 0.8095 recall@top3: 0.9087 prec@top3: 0.6587 recall@top5: 0.9921 prec@top5: 0.4429 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 03:45:30 - mmengine - INFO - Epoch(train) [18][80/1441] lr: 2.0000e-03 eta: 0:27:55 time: 0.3658 data_time: 0.0177 memory: 8503 grad_norm: 0.1306 recall@thr=0.5: 0.9028 prec@thr=0.5: 0.9491 recall@top3: 0.9051 prec@top3: 0.7222 recall@top5: 0.9606 prec@top5: 0.4722 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 03:45:37 - mmengine - INFO - Epoch(train) [18][100/1441] lr: 2.0000e-03 eta: 0:27:48 time: 0.3748 data_time: 0.0262 memory: 8503 grad_norm: 0.1272 recall@thr=0.5: 0.7148 prec@thr=0.5: 0.7593 recall@top3: 0.8167 prec@top3: 0.7407 recall@top5: 0.9444 prec@top5: 0.5333 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 03:45:45 - mmengine - INFO - Epoch(train) [18][120/1441] lr: 2.0000e-03 eta: 0:27:40 time: 0.3878 data_time: 0.0173 memory: 8503 grad_norm: 0.1299 recall@thr=0.5: 0.7701 prec@thr=0.5: 0.7623 recall@top3: 0.8302 prec@top3: 0.6914 recall@top5: 0.9444 prec@top5: 0.4815 loss_action_cls: 0.0331 loss: 0.0331 2022/08/07 03:45:53 - mmengine - INFO - Epoch(train) [18][140/1441] lr: 2.0000e-03 eta: 0:27:32 time: 0.3744 data_time: 0.0273 memory: 8503 grad_norm: 0.1262 recall@thr=0.5: 0.8293 prec@thr=0.5: 0.8025 recall@top3: 0.9173 prec@top3: 0.6296 recall@top5: 0.9556 prec@top5: 0.4074 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 03:46:01 - mmengine - INFO - Epoch(train) [18][160/1441] lr: 2.0000e-03 eta: 0:27:24 time: 0.4119 data_time: 0.0156 memory: 8503 grad_norm: 0.1280 recall@thr=0.5: 0.7869 prec@thr=0.5: 0.8343 recall@top3: 0.8734 prec@top3: 0.7756 recall@top5: 0.9952 prec@top5: 0.5500 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 03:46:09 - mmengine - INFO - Epoch(train) [18][180/1441] lr: 2.0000e-03 eta: 0:27:16 time: 0.3820 data_time: 0.0240 memory: 8503 grad_norm: 0.1339 recall@thr=0.5: 0.8261 prec@thr=0.5: 0.8913 recall@top3: 0.8786 prec@top3: 0.7246 recall@top5: 0.9529 prec@top5: 0.4870 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 03:46:17 - mmengine - INFO - Epoch(train) [18][200/1441] lr: 2.0000e-03 eta: 0:27:08 time: 0.3990 data_time: 0.0154 memory: 8503 grad_norm: 0.1290 recall@thr=0.5: 0.8099 prec@thr=0.5: 0.7997 recall@top3: 0.8182 prec@top3: 0.6296 recall@top5: 0.8929 prec@top5: 0.4259 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 03:46:25 - mmengine - INFO - Epoch(train) [18][220/1441] lr: 2.0000e-03 eta: 0:27:00 time: 0.4024 data_time: 0.0235 memory: 8503 grad_norm: 0.1292 recall@thr=0.5: 0.6034 prec@thr=0.5: 0.6868 recall@top3: 0.7385 prec@top3: 0.5057 recall@top5: 0.8764 prec@top5: 0.3862 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 03:46:33 - mmengine - INFO - Epoch(train) [18][240/1441] lr: 2.0000e-03 eta: 0:26:52 time: 0.4015 data_time: 0.0159 memory: 8503 grad_norm: 0.1286 recall@thr=0.5: 0.8029 prec@thr=0.5: 0.8269 recall@top3: 0.8398 prec@top3: 0.6667 recall@top5: 0.9433 prec@top5: 0.4632 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 03:46:40 - mmengine - INFO - Epoch(train) [18][260/1441] lr: 2.0000e-03 eta: 0:26:44 time: 0.3788 data_time: 0.0213 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.8464 prec@thr=0.5: 0.8442 recall@top3: 0.8612 prec@top3: 0.7391 recall@top5: 0.9873 prec@top5: 0.5261 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 03:46:48 - mmengine - INFO - Epoch(train) [18][280/1441] lr: 2.0000e-03 eta: 0:26:36 time: 0.3935 data_time: 0.0160 memory: 8503 grad_norm: 0.1312 recall@thr=0.5: 0.7372 prec@thr=0.5: 0.8547 recall@top3: 0.8889 prec@top3: 0.7009 recall@top5: 0.9658 prec@top5: 0.4667 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 03:46:57 - mmengine - INFO - Epoch(train) [18][300/1441] lr: 2.0000e-03 eta: 0:26:29 time: 0.4227 data_time: 0.0215 memory: 8503 grad_norm: 0.1314 recall@thr=0.5: 0.7610 prec@thr=0.5: 0.8740 recall@top3: 0.8264 prec@top3: 0.7805 recall@top5: 0.9593 prec@top5: 0.5659 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 03:47:04 - mmengine - INFO - Epoch(train) [18][320/1441] lr: 2.0000e-03 eta: 0:26:21 time: 0.3873 data_time: 0.0151 memory: 8503 grad_norm: 0.1280 recall@thr=0.5: 0.8523 prec@thr=0.5: 0.8886 recall@top3: 0.9091 prec@top3: 0.7803 recall@top5: 0.9830 prec@top5: 0.5182 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 03:47:12 - mmengine - INFO - Epoch(train) [18][340/1441] lr: 2.0000e-03 eta: 0:26:13 time: 0.4074 data_time: 0.0201 memory: 8503 grad_norm: 0.1320 recall@thr=0.5: 0.8243 prec@thr=0.5: 0.8491 recall@top3: 0.9167 prec@top3: 0.7387 recall@top5: 0.9910 prec@top5: 0.4865 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 03:47:20 - mmengine - INFO - Epoch(train) [18][360/1441] lr: 2.0000e-03 eta: 0:26:05 time: 0.4018 data_time: 0.0191 memory: 8503 grad_norm: 0.1268 recall@thr=0.5: 0.7437 prec@thr=0.5: 0.8160 recall@top3: 0.8371 prec@top3: 0.6855 recall@top5: 0.9119 prec@top5: 0.4566 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 03:47:29 - mmengine - INFO - Epoch(train) [18][380/1441] lr: 2.0000e-03 eta: 0:25:57 time: 0.4082 data_time: 0.0219 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.8426 prec@thr=0.5: 0.8241 recall@top3: 0.8951 prec@top3: 0.7469 recall@top5: 0.9691 prec@top5: 0.4889 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 03:47:36 - mmengine - INFO - Epoch(train) [18][400/1441] lr: 2.0000e-03 eta: 0:25:49 time: 0.3665 data_time: 0.0175 memory: 8503 grad_norm: 0.1324 recall@thr=0.5: 0.6850 prec@thr=0.5: 0.7520 recall@top3: 0.7467 prec@top3: 0.6016 recall@top5: 0.8561 prec@top5: 0.4244 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 03:47:44 - mmengine - INFO - Epoch(train) [18][420/1441] lr: 2.0000e-03 eta: 0:25:41 time: 0.4192 data_time: 0.0273 memory: 8503 grad_norm: 0.1305 recall@thr=0.5: 0.7426 prec@thr=0.5: 0.8444 recall@top3: 0.8467 prec@top3: 0.6667 recall@top5: 0.9778 prec@top5: 0.4756 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 03:47:52 - mmengine - INFO - Epoch(train) [18][440/1441] lr: 2.0000e-03 eta: 0:25:33 time: 0.3671 data_time: 0.0160 memory: 8503 grad_norm: 0.1299 recall@thr=0.5: 0.7061 prec@thr=0.5: 0.8443 recall@top3: 0.7697 prec@top3: 0.6316 recall@top5: 0.9079 prec@top5: 0.4526 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 03:48:00 - mmengine - INFO - Epoch(train) [18][460/1441] lr: 2.0000e-03 eta: 0:25:25 time: 0.3988 data_time: 0.0294 memory: 8503 grad_norm: 0.1275 recall@thr=0.5: 0.8329 prec@thr=0.5: 0.8849 recall@top3: 0.8620 prec@top3: 0.7752 recall@top5: 0.9643 prec@top5: 0.5302 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 03:48:07 - mmengine - INFO - Epoch(train) [18][480/1441] lr: 2.0000e-03 eta: 0:25:17 time: 0.3655 data_time: 0.0159 memory: 8503 grad_norm: 0.1319 recall@thr=0.5: 0.7083 prec@thr=0.5: 0.7197 recall@top3: 0.9186 prec@top3: 0.6667 recall@top5: 0.9848 prec@top5: 0.4500 loss_action_cls: 0.0314 loss: 0.0314 2022/08/07 03:48:15 - mmengine - INFO - Epoch(train) [18][500/1441] lr: 2.0000e-03 eta: 0:25:09 time: 0.4078 data_time: 0.0355 memory: 8503 grad_norm: 0.1333 recall@thr=0.5: 0.6859 prec@thr=0.5: 0.7885 recall@top3: 0.8429 prec@top3: 0.6859 recall@top5: 0.9455 prec@top5: 0.4654 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 03:48:16 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 03:48:23 - mmengine - INFO - Epoch(train) [18][520/1441] lr: 2.0000e-03 eta: 0:25:02 time: 0.3776 data_time: 0.0180 memory: 8503 grad_norm: 0.1263 recall@thr=0.5: 0.6150 prec@thr=0.5: 0.6950 recall@top3: 0.7867 prec@top3: 0.7267 recall@top5: 0.8983 prec@top5: 0.5200 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 03:48:30 - mmengine - INFO - Epoch(train) [18][540/1441] lr: 2.0000e-03 eta: 0:24:54 time: 0.3777 data_time: 0.0255 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.7528 prec@thr=0.5: 0.8673 recall@top3: 0.8466 prec@top3: 0.7778 recall@top5: 0.9620 prec@top5: 0.5481 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 03:48:38 - mmengine - INFO - Epoch(train) [18][560/1441] lr: 2.0000e-03 eta: 0:24:46 time: 0.3718 data_time: 0.0175 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.7388 prec@thr=0.5: 0.8478 recall@top3: 0.8040 prec@top3: 0.7174 recall@top5: 0.9214 prec@top5: 0.5000 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 03:48:46 - mmengine - INFO - Epoch(train) [18][580/1441] lr: 2.0000e-03 eta: 0:24:38 time: 0.4079 data_time: 0.0263 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.6682 prec@thr=0.5: 0.7984 recall@top3: 0.7585 prec@top3: 0.7442 recall@top5: 0.9624 prec@top5: 0.5628 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 03:48:53 - mmengine - INFO - Epoch(train) [18][600/1441] lr: 2.0000e-03 eta: 0:24:30 time: 0.3748 data_time: 0.0184 memory: 8503 grad_norm: 0.1301 recall@thr=0.5: 0.8515 prec@thr=0.5: 0.8591 recall@top3: 0.9000 prec@top3: 0.8061 recall@top5: 0.9909 prec@top5: 0.5455 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 03:49:01 - mmengine - INFO - Epoch(train) [18][620/1441] lr: 2.0000e-03 eta: 0:24:22 time: 0.4013 data_time: 0.0241 memory: 8503 grad_norm: 0.1311 recall@thr=0.5: 0.7967 prec@thr=0.5: 0.8233 recall@top3: 0.8767 prec@top3: 0.6667 recall@top5: 0.9767 prec@top5: 0.4440 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 03:49:09 - mmengine - INFO - Epoch(train) [18][640/1441] lr: 2.0000e-03 eta: 0:24:14 time: 0.3898 data_time: 0.0196 memory: 8503 grad_norm: 0.1341 recall@thr=0.5: 0.6828 prec@thr=0.5: 0.7952 recall@top3: 0.7850 prec@top3: 0.6554 recall@top5: 0.8732 prec@top5: 0.4441 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 03:49:17 - mmengine - INFO - Epoch(train) [18][660/1441] lr: 2.0000e-03 eta: 0:24:06 time: 0.3837 data_time: 0.0253 memory: 8503 grad_norm: 0.1307 recall@thr=0.5: 0.7557 prec@thr=0.5: 0.7928 recall@top3: 0.7633 prec@top3: 0.6515 recall@top5: 0.8920 prec@top5: 0.4682 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 03:49:25 - mmengine - INFO - Epoch(train) [18][680/1441] lr: 2.0000e-03 eta: 0:23:58 time: 0.4109 data_time: 0.0177 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.8779 prec@thr=0.5: 0.9050 recall@top3: 0.9438 prec@top3: 0.7209 recall@top5: 0.9767 prec@top5: 0.4558 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 03:49:33 - mmengine - INFO - Epoch(train) [18][700/1441] lr: 2.0000e-03 eta: 0:23:50 time: 0.3739 data_time: 0.0250 memory: 8503 grad_norm: 0.1283 recall@thr=0.5: 0.6813 prec@thr=0.5: 0.7535 recall@top3: 0.8160 prec@top3: 0.6736 recall@top5: 0.9639 prec@top5: 0.4917 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 03:49:41 - mmengine - INFO - Epoch(train) [18][720/1441] lr: 2.0000e-03 eta: 0:23:42 time: 0.4115 data_time: 0.0174 memory: 8503 grad_norm: 0.1293 recall@thr=0.5: 0.7451 prec@thr=0.5: 0.7727 recall@top3: 0.8417 prec@top3: 0.6288 recall@top5: 0.9318 prec@top5: 0.4409 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 03:49:48 - mmengine - INFO - Epoch(train) [18][740/1441] lr: 2.0000e-03 eta: 0:23:34 time: 0.3771 data_time: 0.0259 memory: 8503 grad_norm: 0.1309 recall@thr=0.5: 0.8019 prec@thr=0.5: 0.8167 recall@top3: 0.8204 prec@top3: 0.7259 recall@top5: 0.9778 prec@top5: 0.5333 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 03:49:56 - mmengine - INFO - Epoch(train) [18][760/1441] lr: 2.0000e-03 eta: 0:23:26 time: 0.3725 data_time: 0.0174 memory: 8503 grad_norm: 0.1325 recall@thr=0.5: 0.7659 prec@thr=0.5: 0.8516 recall@top3: 0.8810 prec@top3: 0.6905 recall@top5: 0.9306 prec@top5: 0.4476 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 03:50:04 - mmengine - INFO - Epoch(train) [18][780/1441] lr: 2.0000e-03 eta: 0:23:19 time: 0.4274 data_time: 0.0255 memory: 8503 grad_norm: 0.1278 recall@thr=0.5: 0.7809 prec@thr=0.5: 0.8110 recall@top3: 0.8098 prec@top3: 0.6667 recall@top5: 0.9573 prec@top5: 0.4829 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 03:50:12 - mmengine - INFO - Epoch(train) [18][800/1441] lr: 2.0000e-03 eta: 0:23:11 time: 0.3779 data_time: 0.0181 memory: 8503 grad_norm: 0.1348 recall@thr=0.5: 0.8261 prec@thr=0.5: 0.8799 recall@top3: 0.8465 prec@top3: 0.7736 recall@top5: 0.9642 prec@top5: 0.5321 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 03:50:20 - mmengine - INFO - Epoch(train) [18][820/1441] lr: 2.0000e-03 eta: 0:23:03 time: 0.4200 data_time: 0.0274 memory: 8503 grad_norm: 0.1311 recall@thr=0.5: 0.7337 prec@thr=0.5: 0.8455 recall@top3: 0.9004 prec@top3: 0.6911 recall@top5: 0.9553 prec@top5: 0.4488 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 03:50:28 - mmengine - INFO - Epoch(train) [18][840/1441] lr: 2.0000e-03 eta: 0:22:55 time: 0.3788 data_time: 0.0186 memory: 8503 grad_norm: 0.1310 recall@thr=0.5: 0.7742 prec@thr=0.5: 0.8365 recall@top3: 0.9012 prec@top3: 0.7222 recall@top5: 1.0000 prec@top5: 0.4952 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 03:50:36 - mmengine - INFO - Epoch(train) [18][860/1441] lr: 2.0000e-03 eta: 0:22:47 time: 0.3889 data_time: 0.0259 memory: 8503 grad_norm: 0.1310 recall@thr=0.5: 0.7551 prec@thr=0.5: 0.8013 recall@top3: 0.8115 prec@top3: 0.6731 recall@top5: 0.9391 prec@top5: 0.4885 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 03:50:44 - mmengine - INFO - Epoch(train) [18][880/1441] lr: 2.0000e-03 eta: 0:22:39 time: 0.4224 data_time: 0.0253 memory: 8503 grad_norm: 0.1332 recall@thr=0.5: 0.8075 prec@thr=0.5: 0.8775 recall@top3: 0.8794 prec@top3: 0.7712 recall@top5: 0.9373 prec@top5: 0.5020 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 03:50:52 - mmengine - INFO - Epoch(train) [18][900/1441] lr: 2.0000e-03 eta: 0:22:31 time: 0.3797 data_time: 0.0229 memory: 8503 grad_norm: 0.1297 recall@thr=0.5: 0.7427 prec@thr=0.5: 0.8041 recall@top3: 0.7778 prec@top3: 0.7368 recall@top5: 0.8991 prec@top5: 0.5193 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 03:50:59 - mmengine - INFO - Epoch(train) [18][920/1441] lr: 2.0000e-03 eta: 0:22:23 time: 0.3772 data_time: 0.0181 memory: 8503 grad_norm: 0.1346 recall@thr=0.5: 0.6225 prec@thr=0.5: 0.7812 recall@top3: 0.7917 prec@top3: 0.7250 recall@top5: 0.9254 prec@top5: 0.5250 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 03:51:07 - mmengine - INFO - Epoch(train) [18][940/1441] lr: 2.0000e-03 eta: 0:22:15 time: 0.4103 data_time: 0.0208 memory: 8503 grad_norm: 0.1304 recall@thr=0.5: 0.8056 prec@thr=0.5: 0.8075 recall@top3: 0.8393 prec@top3: 0.6984 recall@top5: 0.9583 prec@top5: 0.4905 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 03:51:15 - mmengine - INFO - Epoch(train) [18][960/1441] lr: 2.0000e-03 eta: 0:22:08 time: 0.3903 data_time: 0.0173 memory: 8503 grad_norm: 0.1306 recall@thr=0.5: 0.7158 prec@thr=0.5: 0.8333 recall@top3: 0.8205 prec@top3: 0.6581 recall@top5: 0.8761 prec@top5: 0.4308 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 03:51:24 - mmengine - INFO - Epoch(train) [18][980/1441] lr: 2.0000e-03 eta: 0:22:00 time: 0.4233 data_time: 0.0234 memory: 8503 grad_norm: 0.1318 recall@thr=0.5: 0.7316 prec@thr=0.5: 0.7874 recall@top3: 0.8099 prec@top3: 0.6463 recall@top5: 0.9687 prec@top5: 0.4816 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 03:51:31 - mmengine - INFO - Epoch(train) [18][1000/1441] lr: 2.0000e-03 eta: 0:21:52 time: 0.3824 data_time: 0.0153 memory: 8503 grad_norm: 0.1330 recall@thr=0.5: 0.8212 prec@thr=0.5: 0.8333 recall@top3: 0.9184 prec@top3: 0.6667 recall@top5: 0.9688 prec@top5: 0.4250 loss_action_cls: 0.0327 loss: 0.0327 2022/08/07 03:51:39 - mmengine - INFO - Epoch(train) [18][1020/1441] lr: 2.0000e-03 eta: 0:21:44 time: 0.3877 data_time: 0.0239 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.8125 prec@thr=0.5: 0.8726 recall@top3: 0.8993 prec@top3: 0.8125 recall@top5: 0.9948 prec@top5: 0.5542 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 03:51:47 - mmengine - INFO - Epoch(train) [18][1040/1441] lr: 2.0000e-03 eta: 0:21:36 time: 0.4147 data_time: 0.0161 memory: 8503 grad_norm: 0.1307 recall@thr=0.5: 0.7926 prec@thr=0.5: 0.8796 recall@top3: 0.8667 prec@top3: 0.7259 recall@top5: 0.9556 prec@top5: 0.5022 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 03:51:55 - mmengine - INFO - Epoch(train) [18][1060/1441] lr: 2.0000e-03 eta: 0:21:28 time: 0.3876 data_time: 0.0249 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.7292 prec@thr=0.5: 0.8924 recall@top3: 0.8295 prec@top3: 0.7045 recall@top5: 0.9280 prec@top5: 0.4864 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 03:52:04 - mmengine - INFO - Epoch(train) [18][1080/1441] lr: 2.0000e-03 eta: 0:21:20 time: 0.4213 data_time: 0.0168 memory: 8503 grad_norm: 0.1295 recall@thr=0.5: 0.7435 prec@thr=0.5: 0.8856 recall@top3: 0.8611 prec@top3: 0.7908 recall@top5: 0.9461 prec@top5: 0.5333 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 03:52:11 - mmengine - INFO - Epoch(train) [18][1100/1441] lr: 2.0000e-03 eta: 0:21:12 time: 0.3933 data_time: 0.0231 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.8099 prec@thr=0.5: 0.8952 recall@top3: 0.8417 prec@top3: 0.6989 recall@top5: 0.9785 prec@top5: 0.5000 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 03:52:19 - mmengine - INFO - Epoch(train) [18][1120/1441] lr: 2.0000e-03 eta: 0:21:04 time: 0.3905 data_time: 0.0166 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.8351 prec@thr=0.5: 0.8436 recall@top3: 0.8836 prec@top3: 0.7193 recall@top5: 0.9956 prec@top5: 0.5018 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 03:52:27 - mmengine - INFO - Epoch(train) [18][1140/1441] lr: 2.0000e-03 eta: 0:20:57 time: 0.4099 data_time: 0.0233 memory: 8503 grad_norm: 0.1338 recall@thr=0.5: 0.8026 prec@thr=0.5: 0.8031 recall@top3: 0.9101 prec@top3: 0.7456 recall@top5: 0.9868 prec@top5: 0.5000 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 03:52:35 - mmengine - INFO - Epoch(train) [18][1160/1441] lr: 2.0000e-03 eta: 0:20:49 time: 0.3844 data_time: 0.0169 memory: 8503 grad_norm: 0.1318 recall@thr=0.5: 0.6387 prec@thr=0.5: 0.8097 recall@top3: 0.7412 prec@top3: 0.6918 recall@top5: 0.9003 prec@top5: 0.5132 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 03:52:44 - mmengine - INFO - Epoch(train) [18][1180/1441] lr: 2.0000e-03 eta: 0:20:41 time: 0.4268 data_time: 0.0357 memory: 8503 grad_norm: 0.1282 recall@thr=0.5: 0.7340 prec@thr=0.5: 0.8318 recall@top3: 0.7865 prec@top3: 0.7296 recall@top5: 0.9176 prec@top5: 0.5283 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 03:52:52 - mmengine - INFO - Epoch(train) [18][1200/1441] lr: 2.0000e-03 eta: 0:20:33 time: 0.4041 data_time: 0.0176 memory: 8503 grad_norm: 0.1335 recall@thr=0.5: 0.7704 prec@thr=0.5: 0.8450 recall@top3: 0.8302 prec@top3: 0.7987 recall@top5: 0.9497 prec@top5: 0.5623 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 03:53:00 - mmengine - INFO - Epoch(train) [18][1220/1441] lr: 2.0000e-03 eta: 0:20:25 time: 0.3875 data_time: 0.0237 memory: 8503 grad_norm: 0.1291 recall@thr=0.5: 0.7698 prec@thr=0.5: 0.8425 recall@top3: 0.8373 prec@top3: 0.6746 recall@top5: 0.9762 prec@top5: 0.4857 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 03:53:07 - mmengine - INFO - Epoch(train) [18][1240/1441] lr: 2.0000e-03 eta: 0:20:17 time: 0.3896 data_time: 0.0178 memory: 8503 grad_norm: 0.1337 recall@thr=0.5: 0.6802 prec@thr=0.5: 0.7793 recall@top3: 0.9212 prec@top3: 0.7297 recall@top5: 1.0000 prec@top5: 0.4865 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 03:53:16 - mmengine - INFO - Epoch(train) [18][1260/1441] lr: 2.0000e-03 eta: 0:20:09 time: 0.4120 data_time: 0.0232 memory: 8513 grad_norm: 0.1313 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.7778 recall@top3: 0.8528 prec@top3: 0.5778 recall@top5: 0.9556 prec@top5: 0.4067 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 03:53:23 - mmengine - INFO - Epoch(train) [18][1280/1441] lr: 2.0000e-03 eta: 0:20:01 time: 0.3868 data_time: 0.0173 memory: 8503 grad_norm: 0.1321 recall@thr=0.5: 0.7000 prec@thr=0.5: 0.8062 recall@top3: 0.7604 prec@top3: 0.6417 recall@top5: 0.8479 prec@top5: 0.4350 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 03:53:31 - mmengine - INFO - Epoch(train) [18][1300/1441] lr: 2.0000e-03 eta: 0:19:54 time: 0.4055 data_time: 0.0230 memory: 8503 grad_norm: 0.1327 recall@thr=0.5: 0.7674 prec@thr=0.5: 0.7847 recall@top3: 0.8594 prec@top3: 0.6597 recall@top5: 0.9549 prec@top5: 0.4500 loss_action_cls: 0.0362 loss: 0.0362 2022/08/07 03:53:39 - mmengine - INFO - Epoch(train) [18][1320/1441] lr: 2.0000e-03 eta: 0:19:46 time: 0.3877 data_time: 0.0163 memory: 8503 grad_norm: 0.1346 recall@thr=0.5: 0.7122 prec@thr=0.5: 0.7694 recall@top3: 0.8219 prec@top3: 0.6319 recall@top5: 0.9274 prec@top5: 0.4375 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 03:53:47 - mmengine - INFO - Epoch(train) [18][1340/1441] lr: 2.0000e-03 eta: 0:19:38 time: 0.3814 data_time: 0.0220 memory: 8503 grad_norm: 0.1299 recall@thr=0.5: 0.8618 prec@thr=0.5: 0.9386 recall@top3: 0.9276 prec@top3: 0.7105 recall@top5: 0.9912 prec@top5: 0.4579 loss_action_cls: 0.0323 loss: 0.0323 2022/08/07 03:53:55 - mmengine - INFO - Epoch(train) [18][1360/1441] lr: 2.0000e-03 eta: 0:19:30 time: 0.4000 data_time: 0.0160 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.7898 prec@thr=0.5: 0.8220 recall@top3: 0.8788 prec@top3: 0.7348 recall@top5: 0.9640 prec@top5: 0.5000 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 03:54:03 - mmengine - INFO - Epoch(train) [18][1380/1441] lr: 2.0000e-03 eta: 0:19:22 time: 0.3845 data_time: 0.0230 memory: 8503 grad_norm: 0.1358 recall@thr=0.5: 0.7175 prec@thr=0.5: 0.8374 recall@top3: 0.7610 prec@top3: 0.7154 recall@top5: 0.9175 prec@top5: 0.5366 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 03:54:11 - mmengine - INFO - Epoch(train) [18][1400/1441] lr: 2.0000e-03 eta: 0:19:14 time: 0.4145 data_time: 0.0180 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.7581 prec@thr=0.5: 0.8415 recall@top3: 0.8902 prec@top3: 0.6016 recall@top5: 0.9797 prec@top5: 0.4098 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 03:54:19 - mmengine - INFO - Epoch(train) [18][1420/1441] lr: 2.0000e-03 eta: 0:19:06 time: 0.3884 data_time: 0.0232 memory: 8503 grad_norm: 0.1344 recall@thr=0.5: 0.7849 prec@thr=0.5: 0.7422 recall@top3: 0.8198 prec@top3: 0.6744 recall@top5: 0.9380 prec@top5: 0.4698 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 03:54:26 - mmengine - INFO - Epoch(train) [18][1440/1441] lr: 2.0000e-03 eta: 0:18:58 time: 0.3821 data_time: 0.0161 memory: 8503 grad_norm: 0.1324 recall@thr=0.5: 0.7100 prec@thr=0.5: 0.6553 recall@top3: 0.7950 prec@top3: 0.5467 recall@top5: 0.9583 prec@top5: 0.4120 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 03:54:26 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 03:54:26 - mmengine - INFO - Epoch(train) [18][1441/1441] lr: 2.0000e-03 eta: 0:18:58 time: 0.3753 data_time: 0.0178 memory: 4495 grad_norm: 0.1341 recall@thr=0.5: 0.6439 prec@thr=0.5: 0.6288 recall@top3: 0.7348 prec@top3: 0.5758 recall@top5: 0.9015 prec@top5: 0.4273 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 03:54:26 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/08/07 03:54:33 - mmengine - INFO - Epoch(val) [18][20/6282] eta: 0:04:24 time: 0.0422 data_time: 0.0054 memory: 560 2022/08/07 03:54:34 - mmengine - INFO - Epoch(val) [18][40/6282] eta: 0:04:15 time: 0.0410 data_time: 0.0047 memory: 560 2022/08/07 03:54:34 - mmengine - INFO - Epoch(val) [18][60/6282] eta: 0:04:06 time: 0.0395 data_time: 0.0032 memory: 560 2022/08/07 03:54:35 - mmengine - INFO - Epoch(val) [18][80/6282] eta: 0:04:32 time: 0.0439 data_time: 0.0040 memory: 560 2022/08/07 03:54:36 - mmengine - INFO - Epoch(val) [18][100/6282] eta: 0:04:32 time: 0.0441 data_time: 0.0060 memory: 560 2022/08/07 03:54:37 - mmengine - INFO - Epoch(val) [18][120/6282] eta: 0:04:21 time: 0.0425 data_time: 0.0046 memory: 606 2022/08/07 03:54:38 - mmengine - INFO - Epoch(val) [18][140/6282] eta: 0:04:25 time: 0.0433 data_time: 0.0054 memory: 606 2022/08/07 03:54:39 - mmengine - INFO - Epoch(val) [18][160/6282] eta: 0:04:27 time: 0.0437 data_time: 0.0032 memory: 606 2022/08/07 03:54:40 - mmengine - INFO - Epoch(val) [18][180/6282] eta: 0:04:16 time: 0.0421 data_time: 0.0050 memory: 606 2022/08/07 03:54:41 - mmengine - INFO - Epoch(val) [18][200/6282] eta: 0:04:31 time: 0.0446 data_time: 0.0057 memory: 606 2022/08/07 03:54:41 - mmengine - INFO - Epoch(val) [18][220/6282] eta: 0:03:57 time: 0.0391 data_time: 0.0033 memory: 577 2022/08/07 03:54:42 - mmengine - INFO - Epoch(val) [18][240/6282] eta: 0:03:50 time: 0.0382 data_time: 0.0032 memory: 577 2022/08/07 03:54:43 - mmengine - INFO - Epoch(val) [18][260/6282] eta: 0:03:53 time: 0.0389 data_time: 0.0045 memory: 577 2022/08/07 03:54:44 - mmengine - INFO - Epoch(val) [18][280/6282] eta: 0:03:46 time: 0.0378 data_time: 0.0032 memory: 577 2022/08/07 03:54:45 - mmengine - INFO - Epoch(val) [18][300/6282] eta: 0:04:09 time: 0.0418 data_time: 0.0040 memory: 606 2022/08/07 03:54:46 - mmengine - INFO - Epoch(val) [18][320/6282] eta: 0:04:09 time: 0.0419 data_time: 0.0041 memory: 606 2022/08/07 03:54:46 - mmengine - INFO - Epoch(val) [18][340/6282] eta: 0:04:16 time: 0.0431 data_time: 0.0035 memory: 606 2022/08/07 03:54:47 - mmengine - INFO - Epoch(val) [18][360/6282] eta: 0:04:17 time: 0.0434 data_time: 0.0034 memory: 606 2022/08/07 03:54:48 - mmengine - INFO - Epoch(val) [18][380/6282] eta: 0:04:00 time: 0.0407 data_time: 0.0050 memory: 606 2022/08/07 03:54:49 - mmengine - INFO - Epoch(val) [18][400/6282] eta: 0:04:06 time: 0.0419 data_time: 0.0048 memory: 606 2022/08/07 03:54:50 - mmengine - INFO - Epoch(val) [18][420/6282] eta: 0:06:46 time: 0.0693 data_time: 0.0052 memory: 579 2022/08/07 03:54:51 - mmengine - INFO - Epoch(val) [18][440/6282] eta: 0:04:04 time: 0.0418 data_time: 0.0051 memory: 579 2022/08/07 03:54:52 - mmengine - INFO - Epoch(val) [18][460/6282] eta: 0:03:35 time: 0.0370 data_time: 0.0037 memory: 579 2022/08/07 03:54:53 - mmengine - INFO - Epoch(val) [18][480/6282] eta: 0:03:43 time: 0.0385 data_time: 0.0032 memory: 579 2022/08/07 03:54:54 - mmengine - INFO - Epoch(val) [18][500/6282] eta: 0:03:42 time: 0.0385 data_time: 0.0039 memory: 579 2022/08/07 03:54:54 - mmengine - INFO - Epoch(val) [18][520/6282] eta: 0:04:08 time: 0.0431 data_time: 0.0055 memory: 577 2022/08/07 03:54:55 - mmengine - INFO - Epoch(val) [18][540/6282] eta: 0:03:50 time: 0.0401 data_time: 0.0038 memory: 577 2022/08/07 03:54:56 - mmengine - INFO - Epoch(val) [18][560/6282] eta: 0:04:05 time: 0.0429 data_time: 0.0045 memory: 577 2022/08/07 03:54:57 - mmengine - INFO - Epoch(val) [18][580/6282] eta: 0:04:02 time: 0.0425 data_time: 0.0048 memory: 577 2022/08/07 03:54:58 - mmengine - INFO - Epoch(val) [18][600/6282] eta: 0:04:02 time: 0.0427 data_time: 0.0051 memory: 577 2022/08/07 03:54:59 - mmengine - INFO - Epoch(val) [18][620/6282] eta: 0:03:57 time: 0.0419 data_time: 0.0049 memory: 577 2022/08/07 03:55:00 - mmengine - INFO - Epoch(val) [18][640/6282] eta: 0:04:08 time: 0.0440 data_time: 0.0036 memory: 575 2022/08/07 03:55:01 - mmengine - INFO - Epoch(val) [18][660/6282] eta: 0:04:20 time: 0.0463 data_time: 0.0081 memory: 575 2022/08/07 03:55:01 - mmengine - INFO - Epoch(val) [18][680/6282] eta: 0:03:55 time: 0.0421 data_time: 0.0037 memory: 575 2022/08/07 03:55:03 - mmengine - INFO - Epoch(val) [18][700/6282] eta: 0:07:17 time: 0.0783 data_time: 0.0048 memory: 575 2022/08/07 03:55:04 - mmengine - INFO - Epoch(val) [18][720/6282] eta: 0:04:10 time: 0.0451 data_time: 0.0050 memory: 606 2022/08/07 03:55:05 - mmengine - INFO - Epoch(val) [18][740/6282] eta: 0:04:03 time: 0.0439 data_time: 0.0055 memory: 606 2022/08/07 03:55:06 - mmengine - INFO - Epoch(val) [18][760/6282] eta: 0:03:41 time: 0.0402 data_time: 0.0038 memory: 606 2022/08/07 03:55:07 - mmengine - INFO - Epoch(val) [18][780/6282] eta: 0:03:57 time: 0.0432 data_time: 0.0044 memory: 606 2022/08/07 03:55:07 - mmengine - INFO - Epoch(val) [18][800/6282] eta: 0:03:50 time: 0.0421 data_time: 0.0043 memory: 606 2022/08/07 03:55:08 - mmengine - INFO - Epoch(val) [18][820/6282] eta: 0:03:36 time: 0.0397 data_time: 0.0048 memory: 606 2022/08/07 03:55:09 - mmengine - INFO - Epoch(val) [18][840/6282] eta: 0:03:27 time: 0.0382 data_time: 0.0029 memory: 577 2022/08/07 03:55:10 - mmengine - INFO - Epoch(val) [18][860/6282] eta: 0:03:58 time: 0.0439 data_time: 0.0052 memory: 577 2022/08/07 03:55:11 - mmengine - INFO - Epoch(val) [18][880/6282] eta: 0:03:55 time: 0.0436 data_time: 0.0059 memory: 577 2022/08/07 03:55:12 - mmengine - INFO - Epoch(val) [18][900/6282] eta: 0:03:45 time: 0.0420 data_time: 0.0037 memory: 577 2022/08/07 03:55:12 - mmengine - INFO - Epoch(val) [18][920/6282] eta: 0:03:49 time: 0.0428 data_time: 0.0041 memory: 577 2022/08/07 03:55:13 - mmengine - INFO - Epoch(val) [18][940/6282] eta: 0:03:36 time: 0.0406 data_time: 0.0021 memory: 560 2022/08/07 03:55:14 - mmengine - INFO - Epoch(val) [18][960/6282] eta: 0:03:35 time: 0.0406 data_time: 0.0038 memory: 560 2022/08/07 03:55:15 - mmengine - INFO - Epoch(val) [18][980/6282] eta: 0:03:47 time: 0.0429 data_time: 0.0053 memory: 560 2022/08/07 03:55:16 - mmengine - INFO - Epoch(val) [18][1000/6282] eta: 0:03:34 time: 0.0406 data_time: 0.0041 memory: 560 2022/08/07 03:55:17 - mmengine - INFO - Epoch(val) [18][1020/6282] eta: 0:03:23 time: 0.0387 data_time: 0.0045 memory: 577 2022/08/07 03:55:17 - mmengine - INFO - Epoch(val) [18][1040/6282] eta: 0:03:28 time: 0.0398 data_time: 0.0038 memory: 577 2022/08/07 03:55:18 - mmengine - INFO - Epoch(val) [18][1060/6282] eta: 0:03:44 time: 0.0431 data_time: 0.0036 memory: 577 2022/08/07 03:55:19 - mmengine - INFO - Epoch(val) [18][1080/6282] eta: 0:03:53 time: 0.0449 data_time: 0.0052 memory: 577 2022/08/07 03:55:21 - mmengine - INFO - Epoch(val) [18][1100/6282] eta: 0:06:02 time: 0.0699 data_time: 0.0065 memory: 577 2022/08/07 03:55:22 - mmengine - INFO - Epoch(val) [18][1120/6282] eta: 0:04:19 time: 0.0502 data_time: 0.0032 memory: 577 2022/08/07 03:55:22 - mmengine - INFO - Epoch(val) [18][1140/6282] eta: 0:03:41 time: 0.0432 data_time: 0.0048 memory: 577 2022/08/07 03:55:23 - mmengine - INFO - Epoch(val) [18][1160/6282] eta: 0:04:10 time: 0.0490 data_time: 0.0054 memory: 577 2022/08/07 03:55:24 - mmengine - INFO - Epoch(val) [18][1180/6282] eta: 0:04:07 time: 0.0486 data_time: 0.0050 memory: 577 2022/08/07 03:55:25 - mmengine - INFO - Epoch(val) [18][1200/6282] eta: 0:03:47 time: 0.0448 data_time: 0.0049 memory: 577 2022/08/07 03:55:26 - mmengine - INFO - Epoch(val) [18][1220/6282] eta: 0:04:03 time: 0.0480 data_time: 0.0052 memory: 577 2022/08/07 03:55:27 - mmengine - INFO - Epoch(val) [18][1240/6282] eta: 0:04:01 time: 0.0479 data_time: 0.0057 memory: 606 2022/08/07 03:55:28 - mmengine - INFO - Epoch(val) [18][1260/6282] eta: 0:04:06 time: 0.0492 data_time: 0.0063 memory: 606 2022/08/07 03:55:29 - mmengine - INFO - Epoch(val) [18][1280/6282] eta: 0:03:35 time: 0.0432 data_time: 0.0047 memory: 606 2022/08/07 03:55:30 - mmengine - INFO - Epoch(val) [18][1300/6282] eta: 0:03:20 time: 0.0403 data_time: 0.0036 memory: 606 2022/08/07 03:55:31 - mmengine - INFO - Epoch(val) [18][1320/6282] eta: 0:03:18 time: 0.0400 data_time: 0.0028 memory: 606 2022/08/07 03:55:32 - mmengine - INFO - Epoch(val) [18][1340/6282] eta: 0:03:35 time: 0.0436 data_time: 0.0055 memory: 606 2022/08/07 03:55:33 - mmengine - INFO - Epoch(val) [18][1360/6282] eta: 0:03:19 time: 0.0405 data_time: 0.0040 memory: 606 2022/08/07 03:55:33 - mmengine - INFO - Epoch(val) [18][1380/6282] eta: 0:03:18 time: 0.0405 data_time: 0.0036 memory: 606 2022/08/07 03:55:34 - mmengine - INFO - Epoch(val) [18][1400/6282] eta: 0:03:20 time: 0.0411 data_time: 0.0044 memory: 606 2022/08/07 03:55:35 - mmengine - INFO - Epoch(val) [18][1420/6282] eta: 0:03:09 time: 0.0390 data_time: 0.0031 memory: 606 2022/08/07 03:55:36 - mmengine - INFO - Epoch(val) [18][1440/6282] eta: 0:03:00 time: 0.0372 data_time: 0.0045 memory: 606 2022/08/07 03:55:37 - mmengine - INFO - Epoch(val) [18][1460/6282] eta: 0:03:06 time: 0.0387 data_time: 0.0038 memory: 606 2022/08/07 03:55:37 - mmengine - INFO - Epoch(val) [18][1480/6282] eta: 0:03:00 time: 0.0377 data_time: 0.0033 memory: 606 2022/08/07 03:55:38 - mmengine - INFO - Epoch(val) [18][1500/6282] eta: 0:03:18 time: 0.0416 data_time: 0.0045 memory: 606 2022/08/07 03:55:39 - mmengine - INFO - Epoch(val) [18][1520/6282] eta: 0:03:15 time: 0.0411 data_time: 0.0055 memory: 650 2022/08/07 03:55:41 - mmengine - INFO - Epoch(val) [18][1540/6282] eta: 0:05:25 time: 0.0686 data_time: 0.0042 memory: 650 2022/08/07 03:55:41 - mmengine - INFO - Epoch(val) [18][1560/6282] eta: 0:03:22 time: 0.0430 data_time: 0.0042 memory: 650 2022/08/07 03:55:42 - mmengine - INFO - Epoch(val) [18][1580/6282] eta: 0:03:18 time: 0.0421 data_time: 0.0040 memory: 650 2022/08/07 03:55:43 - mmengine - INFO - Epoch(val) [18][1600/6282] eta: 0:03:30 time: 0.0449 data_time: 0.0049 memory: 650 2022/08/07 03:55:44 - mmengine - INFO - Epoch(val) [18][1620/6282] eta: 0:03:03 time: 0.0394 data_time: 0.0030 memory: 650 2022/08/07 03:55:45 - mmengine - INFO - Epoch(val) [18][1640/6282] eta: 0:03:23 time: 0.0439 data_time: 0.0037 memory: 606 2022/08/07 03:55:46 - mmengine - INFO - Epoch(val) [18][1660/6282] eta: 0:03:04 time: 0.0399 data_time: 0.0039 memory: 606 2022/08/07 03:55:46 - mmengine - INFO - Epoch(val) [18][1680/6282] eta: 0:02:55 time: 0.0381 data_time: 0.0044 memory: 606 2022/08/07 03:55:47 - mmengine - INFO - Epoch(val) [18][1700/6282] eta: 0:03:25 time: 0.0449 data_time: 0.0056 memory: 606 2022/08/07 03:55:48 - mmengine - INFO - Epoch(val) [18][1720/6282] eta: 0:03:33 time: 0.0467 data_time: 0.0054 memory: 606 2022/08/07 03:55:49 - mmengine - INFO - Epoch(val) [18][1740/6282] eta: 0:03:43 time: 0.0492 data_time: 0.0051 memory: 606 2022/08/07 03:55:50 - mmengine - INFO - Epoch(val) [18][1760/6282] eta: 0:03:40 time: 0.0487 data_time: 0.0051 memory: 606 2022/08/07 03:55:51 - mmengine - INFO - Epoch(val) [18][1780/6282] eta: 0:03:19 time: 0.0442 data_time: 0.0050 memory: 606 2022/08/07 03:55:52 - mmengine - INFO - Epoch(val) [18][1800/6282] eta: 0:03:00 time: 0.0404 data_time: 0.0039 memory: 606 2022/08/07 03:55:53 - mmengine - INFO - Epoch(val) [18][1820/6282] eta: 0:03:21 time: 0.0451 data_time: 0.0032 memory: 606 2022/08/07 03:55:54 - mmengine - INFO - Epoch(val) [18][1840/6282] eta: 0:03:12 time: 0.0434 data_time: 0.0042 memory: 606 2022/08/07 03:55:55 - mmengine - INFO - Epoch(val) [18][1860/6282] eta: 0:03:03 time: 0.0415 data_time: 0.0034 memory: 606 2022/08/07 03:55:56 - mmengine - INFO - Epoch(val) [18][1880/6282] eta: 0:03:10 time: 0.0433 data_time: 0.0048 memory: 606 2022/08/07 03:55:56 - mmengine - INFO - Epoch(val) [18][1900/6282] eta: 0:03:00 time: 0.0411 data_time: 0.0051 memory: 606 2022/08/07 03:55:57 - mmengine - INFO - Epoch(val) [18][1920/6282] eta: 0:03:11 time: 0.0439 data_time: 0.0052 memory: 606 2022/08/07 03:55:58 - mmengine - INFO - Epoch(val) [18][1940/6282] eta: 0:02:37 time: 0.0364 data_time: 0.0036 memory: 606 2022/08/07 03:55:59 - mmengine - INFO - Epoch(val) [18][1960/6282] eta: 0:02:56 time: 0.0409 data_time: 0.0057 memory: 579 2022/08/07 03:56:00 - mmengine - INFO - Epoch(val) [18][1980/6282] eta: 0:04:46 time: 0.0665 data_time: 0.0057 memory: 579 2022/08/07 03:56:01 - mmengine - INFO - Epoch(val) [18][2000/6282] eta: 0:03:02 time: 0.0426 data_time: 0.0062 memory: 579 2022/08/07 03:56:02 - mmengine - INFO - Epoch(val) [18][2020/6282] eta: 0:03:01 time: 0.0426 data_time: 0.0040 memory: 579 2022/08/07 03:56:03 - mmengine - INFO - Epoch(val) [18][2040/6282] eta: 0:02:56 time: 0.0417 data_time: 0.0039 memory: 579 2022/08/07 03:56:04 - mmengine - INFO - Epoch(val) [18][2060/6282] eta: 0:03:03 time: 0.0434 data_time: 0.0036 memory: 579 2022/08/07 03:56:05 - mmengine - INFO - Epoch(val) [18][2080/6282] eta: 0:02:47 time: 0.0398 data_time: 0.0036 memory: 579 2022/08/07 03:56:05 - mmengine - INFO - Epoch(val) [18][2100/6282] eta: 0:03:00 time: 0.0431 data_time: 0.0032 memory: 579 2022/08/07 03:56:06 - mmengine - INFO - Epoch(val) [18][2120/6282] eta: 0:03:01 time: 0.0437 data_time: 0.0053 memory: 579 2022/08/07 03:56:07 - mmengine - INFO - Epoch(val) [18][2140/6282] eta: 0:03:03 time: 0.0443 data_time: 0.0037 memory: 579 2022/08/07 03:56:08 - mmengine - INFO - Epoch(val) [18][2160/6282] eta: 0:03:04 time: 0.0447 data_time: 0.0056 memory: 577 2022/08/07 03:56:09 - mmengine - INFO - Epoch(val) [18][2180/6282] eta: 0:02:56 time: 0.0429 data_time: 0.0038 memory: 577 2022/08/07 03:56:10 - mmengine - INFO - Epoch(val) [18][2200/6282] eta: 0:02:52 time: 0.0422 data_time: 0.0053 memory: 577 2022/08/07 03:56:11 - mmengine - INFO - Epoch(val) [18][2220/6282] eta: 0:02:40 time: 0.0396 data_time: 0.0051 memory: 577 2022/08/07 03:56:11 - mmengine - INFO - Epoch(val) [18][2240/6282] eta: 0:02:22 time: 0.0354 data_time: 0.0040 memory: 577 2022/08/07 03:56:12 - mmengine - INFO - Epoch(val) [18][2260/6282] eta: 0:02:35 time: 0.0386 data_time: 0.0038 memory: 579 2022/08/07 03:56:13 - mmengine - INFO - Epoch(val) [18][2280/6282] eta: 0:02:39 time: 0.0399 data_time: 0.0064 memory: 579 2022/08/07 03:56:14 - mmengine - INFO - Epoch(val) [18][2300/6282] eta: 0:02:29 time: 0.0375 data_time: 0.0034 memory: 579 2022/08/07 03:56:15 - mmengine - INFO - Epoch(val) [18][2320/6282] eta: 0:02:47 time: 0.0422 data_time: 0.0045 memory: 579 2022/08/07 03:56:16 - mmengine - INFO - Epoch(val) [18][2340/6282] eta: 0:02:56 time: 0.0449 data_time: 0.0040 memory: 579 2022/08/07 03:56:16 - mmengine - INFO - Epoch(val) [18][2360/6282] eta: 0:02:48 time: 0.0428 data_time: 0.0042 memory: 577 2022/08/07 03:56:17 - mmengine - INFO - Epoch(val) [18][2380/6282] eta: 0:02:40 time: 0.0412 data_time: 0.0064 memory: 577 2022/08/07 03:56:18 - mmengine - INFO - Epoch(val) [18][2400/6282] eta: 0:02:53 time: 0.0448 data_time: 0.0060 memory: 577 2022/08/07 03:56:19 - mmengine - INFO - Epoch(val) [18][2420/6282] eta: 0:03:02 time: 0.0473 data_time: 0.0058 memory: 577 2022/08/07 03:56:21 - mmengine - INFO - Epoch(val) [18][2440/6282] eta: 0:04:31 time: 0.0707 data_time: 0.0042 memory: 577 2022/08/07 03:56:21 - mmengine - INFO - Epoch(val) [18][2460/6282] eta: 0:02:57 time: 0.0464 data_time: 0.0045 memory: 606 2022/08/07 03:56:22 - mmengine - INFO - Epoch(val) [18][2480/6282] eta: 0:02:57 time: 0.0467 data_time: 0.0053 memory: 606 2022/08/07 03:56:23 - mmengine - INFO - Epoch(val) [18][2500/6282] eta: 0:02:36 time: 0.0413 data_time: 0.0026 memory: 606 2022/08/07 03:56:24 - mmengine - INFO - Epoch(val) [18][2520/6282] eta: 0:02:34 time: 0.0411 data_time: 0.0051 memory: 606 2022/08/07 03:56:25 - mmengine - INFO - Epoch(val) [18][2540/6282] eta: 0:02:30 time: 0.0403 data_time: 0.0038 memory: 606 2022/08/07 03:56:26 - mmengine - INFO - Epoch(val) [18][2560/6282] eta: 0:02:32 time: 0.0411 data_time: 0.0036 memory: 606 2022/08/07 03:56:27 - mmengine - INFO - Epoch(val) [18][2580/6282] eta: 0:02:35 time: 0.0420 data_time: 0.0043 memory: 606 2022/08/07 03:56:27 - mmengine - INFO - Epoch(val) [18][2600/6282] eta: 0:02:31 time: 0.0411 data_time: 0.0050 memory: 606 2022/08/07 03:56:28 - mmengine - INFO - Epoch(val) [18][2620/6282] eta: 0:02:45 time: 0.0451 data_time: 0.0040 memory: 606 2022/08/07 03:56:29 - mmengine - INFO - Epoch(val) [18][2640/6282] eta: 0:02:36 time: 0.0431 data_time: 0.0056 memory: 606 2022/08/07 03:56:30 - mmengine - INFO - Epoch(val) [18][2660/6282] eta: 0:02:38 time: 0.0439 data_time: 0.0054 memory: 646 2022/08/07 03:56:31 - mmengine - INFO - Epoch(val) [18][2680/6282] eta: 0:02:29 time: 0.0416 data_time: 0.0027 memory: 646 2022/08/07 03:56:32 - mmengine - INFO - Epoch(val) [18][2700/6282] eta: 0:02:46 time: 0.0465 data_time: 0.0052 memory: 646 2022/08/07 03:56:33 - mmengine - INFO - Epoch(val) [18][2720/6282] eta: 0:02:37 time: 0.0443 data_time: 0.0039 memory: 646 2022/08/07 03:56:34 - mmengine - INFO - Epoch(val) [18][2740/6282] eta: 0:02:41 time: 0.0456 data_time: 0.0047 memory: 646 2022/08/07 03:56:35 - mmengine - INFO - Epoch(val) [18][2760/6282] eta: 0:02:12 time: 0.0376 data_time: 0.0038 memory: 579 2022/08/07 03:56:35 - mmengine - INFO - Epoch(val) [18][2780/6282] eta: 0:02:25 time: 0.0415 data_time: 0.0034 memory: 579 2022/08/07 03:56:36 - mmengine - INFO - Epoch(val) [18][2800/6282] eta: 0:02:25 time: 0.0417 data_time: 0.0042 memory: 579 2022/08/07 03:56:37 - mmengine - INFO - Epoch(val) [18][2820/6282] eta: 0:02:11 time: 0.0380 data_time: 0.0045 memory: 579 2022/08/07 03:56:38 - mmengine - INFO - Epoch(val) [18][2840/6282] eta: 0:02:11 time: 0.0381 data_time: 0.0035 memory: 579 2022/08/07 03:56:39 - mmengine - INFO - Epoch(val) [18][2860/6282] eta: 0:02:16 time: 0.0398 data_time: 0.0038 memory: 606 2022/08/07 03:56:39 - mmengine - INFO - Epoch(val) [18][2880/6282] eta: 0:02:16 time: 0.0400 data_time: 0.0050 memory: 606 2022/08/07 03:56:41 - mmengine - INFO - Epoch(val) [18][2900/6282] eta: 0:03:31 time: 0.0625 data_time: 0.0081 memory: 606 2022/08/07 03:56:41 - mmengine - INFO - Epoch(val) [18][2920/6282] eta: 0:02:10 time: 0.0388 data_time: 0.0043 memory: 606 2022/08/07 03:56:42 - mmengine - INFO - Epoch(val) [18][2940/6282] eta: 0:02:09 time: 0.0387 data_time: 0.0037 memory: 591 2022/08/07 03:56:43 - mmengine - INFO - Epoch(val) [18][2960/6282] eta: 0:02:19 time: 0.0421 data_time: 0.0064 memory: 591 2022/08/07 03:56:44 - mmengine - INFO - Epoch(val) [18][2980/6282] eta: 0:02:15 time: 0.0411 data_time: 0.0042 memory: 591 2022/08/07 03:56:45 - mmengine - INFO - Epoch(val) [18][3000/6282] eta: 0:02:00 time: 0.0368 data_time: 0.0036 memory: 591 2022/08/07 03:56:46 - mmengine - INFO - Epoch(val) [18][3020/6282] eta: 0:02:14 time: 0.0413 data_time: 0.0044 memory: 606 2022/08/07 03:56:46 - mmengine - INFO - Epoch(val) [18][3040/6282] eta: 0:02:11 time: 0.0405 data_time: 0.0036 memory: 606 2022/08/07 03:56:47 - mmengine - INFO - Epoch(val) [18][3060/6282] eta: 0:02:10 time: 0.0405 data_time: 0.0043 memory: 606 2022/08/07 03:56:48 - mmengine - INFO - Epoch(val) [18][3080/6282] eta: 0:02:12 time: 0.0412 data_time: 0.0028 memory: 606 2022/08/07 03:56:49 - mmengine - INFO - Epoch(val) [18][3100/6282] eta: 0:02:05 time: 0.0396 data_time: 0.0038 memory: 606 2022/08/07 03:56:50 - mmengine - INFO - Epoch(val) [18][3120/6282] eta: 0:02:01 time: 0.0384 data_time: 0.0025 memory: 579 2022/08/07 03:56:50 - mmengine - INFO - Epoch(val) [18][3140/6282] eta: 0:02:05 time: 0.0399 data_time: 0.0045 memory: 579 2022/08/07 03:56:51 - mmengine - INFO - Epoch(val) [18][3160/6282] eta: 0:02:11 time: 0.0423 data_time: 0.0051 memory: 579 2022/08/07 03:56:52 - mmengine - INFO - Epoch(val) [18][3180/6282] eta: 0:02:03 time: 0.0398 data_time: 0.0041 memory: 579 2022/08/07 03:56:53 - mmengine - INFO - Epoch(val) [18][3200/6282] eta: 0:02:01 time: 0.0393 data_time: 0.0044 memory: 606 2022/08/07 03:56:54 - mmengine - INFO - Epoch(val) [18][3220/6282] eta: 0:02:10 time: 0.0427 data_time: 0.0038 memory: 606 2022/08/07 03:56:55 - mmengine - INFO - Epoch(val) [18][3240/6282] eta: 0:02:13 time: 0.0438 data_time: 0.0045 memory: 606 2022/08/07 03:56:56 - mmengine - INFO - Epoch(val) [18][3260/6282] eta: 0:02:08 time: 0.0425 data_time: 0.0046 memory: 606 2022/08/07 03:56:56 - mmengine - INFO - Epoch(val) [18][3280/6282] eta: 0:01:55 time: 0.0386 data_time: 0.0041 memory: 606 2022/08/07 03:56:57 - mmengine - INFO - Epoch(val) [18][3300/6282] eta: 0:02:07 time: 0.0429 data_time: 0.0039 memory: 606 2022/08/07 03:56:58 - mmengine - INFO - Epoch(val) [18][3320/6282] eta: 0:02:02 time: 0.0413 data_time: 0.0037 memory: 606 2022/08/07 03:56:59 - mmengine - INFO - Epoch(val) [18][3340/6282] eta: 0:02:05 time: 0.0428 data_time: 0.0042 memory: 606 2022/08/07 03:57:00 - mmengine - INFO - Epoch(val) [18][3360/6282] eta: 0:01:53 time: 0.0389 data_time: 0.0036 memory: 606 2022/08/07 03:57:01 - mmengine - INFO - Epoch(val) [18][3380/6282] eta: 0:03:24 time: 0.0704 data_time: 0.0037 memory: 606 2022/08/07 03:57:02 - mmengine - INFO - Epoch(val) [18][3400/6282] eta: 0:01:53 time: 0.0393 data_time: 0.0039 memory: 577 2022/08/07 03:57:03 - mmengine - INFO - Epoch(val) [18][3420/6282] eta: 0:02:01 time: 0.0424 data_time: 0.0061 memory: 577 2022/08/07 03:57:04 - mmengine - INFO - Epoch(val) [18][3440/6282] eta: 0:01:44 time: 0.0367 data_time: 0.0044 memory: 577 2022/08/07 03:57:04 - mmengine - INFO - Epoch(val) [18][3460/6282] eta: 0:01:45 time: 0.0375 data_time: 0.0045 memory: 577 2022/08/07 03:57:05 - mmengine - INFO - Epoch(val) [18][3480/6282] eta: 0:01:52 time: 0.0403 data_time: 0.0047 memory: 577 2022/08/07 03:57:06 - mmengine - INFO - Epoch(val) [18][3500/6282] eta: 0:01:43 time: 0.0371 data_time: 0.0038 memory: 577 2022/08/07 03:57:07 - mmengine - INFO - Epoch(val) [18][3520/6282] eta: 0:01:45 time: 0.0381 data_time: 0.0030 memory: 577 2022/08/07 03:57:07 - mmengine - INFO - Epoch(val) [18][3540/6282] eta: 0:01:51 time: 0.0407 data_time: 0.0035 memory: 577 2022/08/07 03:57:08 - mmengine - INFO - Epoch(val) [18][3560/6282] eta: 0:01:55 time: 0.0424 data_time: 0.0059 memory: 577 2022/08/07 03:57:09 - mmengine - INFO - Epoch(val) [18][3580/6282] eta: 0:01:45 time: 0.0391 data_time: 0.0057 memory: 598 2022/08/07 03:57:10 - mmengine - INFO - Epoch(val) [18][3600/6282] eta: 0:01:52 time: 0.0421 data_time: 0.0062 memory: 598 2022/08/07 03:57:11 - mmengine - INFO - Epoch(val) [18][3620/6282] eta: 0:02:07 time: 0.0479 data_time: 0.0089 memory: 598 2022/08/07 03:57:12 - mmengine - INFO - Epoch(val) [18][3640/6282] eta: 0:01:53 time: 0.0431 data_time: 0.0036 memory: 598 2022/08/07 03:57:13 - mmengine - INFO - Epoch(val) [18][3660/6282] eta: 0:01:53 time: 0.0433 data_time: 0.0045 memory: 598 2022/08/07 03:57:14 - mmengine - INFO - Epoch(val) [18][3680/6282] eta: 0:01:58 time: 0.0454 data_time: 0.0041 memory: 606 2022/08/07 03:57:15 - mmengine - INFO - Epoch(val) [18][3700/6282] eta: 0:01:51 time: 0.0433 data_time: 0.0049 memory: 606 2022/08/07 03:57:16 - mmengine - INFO - Epoch(val) [18][3720/6282] eta: 0:01:52 time: 0.0441 data_time: 0.0051 memory: 606 2022/08/07 03:57:16 - mmengine - INFO - Epoch(val) [18][3740/6282] eta: 0:01:44 time: 0.0413 data_time: 0.0034 memory: 606 2022/08/07 03:57:17 - mmengine - INFO - Epoch(val) [18][3760/6282] eta: 0:01:54 time: 0.0453 data_time: 0.0054 memory: 606 2022/08/07 03:57:18 - mmengine - INFO - Epoch(val) [18][3780/6282] eta: 0:01:48 time: 0.0432 data_time: 0.0046 memory: 606 2022/08/07 03:57:19 - mmengine - INFO - Epoch(val) [18][3800/6282] eta: 0:01:56 time: 0.0469 data_time: 0.0053 memory: 606 2022/08/07 03:57:21 - mmengine - INFO - Epoch(val) [18][3820/6282] eta: 0:02:50 time: 0.0692 data_time: 0.0027 memory: 606 2022/08/07 03:57:21 - mmengine - INFO - Epoch(val) [18][3840/6282] eta: 0:01:36 time: 0.0396 data_time: 0.0037 memory: 606 2022/08/07 03:57:22 - mmengine - INFO - Epoch(val) [18][3860/6282] eta: 0:01:38 time: 0.0408 data_time: 0.0055 memory: 606 2022/08/07 03:57:23 - mmengine - INFO - Epoch(val) [18][3880/6282] eta: 0:01:34 time: 0.0394 data_time: 0.0033 memory: 606 2022/08/07 03:57:24 - mmengine - INFO - Epoch(val) [18][3900/6282] eta: 0:01:37 time: 0.0410 data_time: 0.0040 memory: 606 2022/08/07 03:57:25 - mmengine - INFO - Epoch(val) [18][3920/6282] eta: 0:01:32 time: 0.0392 data_time: 0.0040 memory: 606 2022/08/07 03:57:25 - mmengine - INFO - Epoch(val) [18][3940/6282] eta: 0:01:29 time: 0.0381 data_time: 0.0046 memory: 606 2022/08/07 03:57:26 - mmengine - INFO - Epoch(val) [18][3960/6282] eta: 0:01:42 time: 0.0443 data_time: 0.0053 memory: 606 2022/08/07 03:57:27 - mmengine - INFO - Epoch(val) [18][3980/6282] eta: 0:01:31 time: 0.0398 data_time: 0.0044 memory: 606 2022/08/07 03:57:28 - mmengine - INFO - Epoch(val) [18][4000/6282] eta: 0:01:36 time: 0.0424 data_time: 0.0045 memory: 606 2022/08/07 03:57:29 - mmengine - INFO - Epoch(val) [18][4020/6282] eta: 0:01:44 time: 0.0462 data_time: 0.0067 memory: 606 2022/08/07 03:57:30 - mmengine - INFO - Epoch(val) [18][4040/6282] eta: 0:01:36 time: 0.0432 data_time: 0.0058 memory: 646 2022/08/07 03:57:31 - mmengine - INFO - Epoch(val) [18][4060/6282] eta: 0:01:43 time: 0.0466 data_time: 0.0054 memory: 646 2022/08/07 03:57:32 - mmengine - INFO - Epoch(val) [18][4080/6282] eta: 0:01:34 time: 0.0428 data_time: 0.0052 memory: 646 2022/08/07 03:57:33 - mmengine - INFO - Epoch(val) [18][4100/6282] eta: 0:01:41 time: 0.0464 data_time: 0.0040 memory: 646 2022/08/07 03:57:34 - mmengine - INFO - Epoch(val) [18][4120/6282] eta: 0:01:41 time: 0.0472 data_time: 0.0057 memory: 646 2022/08/07 03:57:34 - mmengine - INFO - Epoch(val) [18][4140/6282] eta: 0:01:31 time: 0.0429 data_time: 0.0049 memory: 646 2022/08/07 03:57:35 - mmengine - INFO - Epoch(val) [18][4160/6282] eta: 0:01:22 time: 0.0391 data_time: 0.0041 memory: 577 2022/08/07 03:57:36 - mmengine - INFO - Epoch(val) [18][4180/6282] eta: 0:01:20 time: 0.0384 data_time: 0.0043 memory: 577 2022/08/07 03:57:37 - mmengine - INFO - Epoch(val) [18][4200/6282] eta: 0:01:26 time: 0.0416 data_time: 0.0051 memory: 577 2022/08/07 03:57:38 - mmengine - INFO - Epoch(val) [18][4220/6282] eta: 0:01:23 time: 0.0404 data_time: 0.0047 memory: 577 2022/08/07 03:57:38 - mmengine - INFO - Epoch(val) [18][4240/6282] eta: 0:01:20 time: 0.0396 data_time: 0.0035 memory: 577 2022/08/07 03:57:39 - mmengine - INFO - Epoch(val) [18][4260/6282] eta: 0:01:21 time: 0.0403 data_time: 0.0032 memory: 576 2022/08/07 03:57:41 - mmengine - INFO - Epoch(val) [18][4280/6282] eta: 0:02:09 time: 0.0648 data_time: 0.0033 memory: 576 2022/08/07 03:57:41 - mmengine - INFO - Epoch(val) [18][4300/6282] eta: 0:01:09 time: 0.0352 data_time: 0.0027 memory: 576 2022/08/07 03:57:42 - mmengine - INFO - Epoch(val) [18][4320/6282] eta: 0:01:13 time: 0.0376 data_time: 0.0037 memory: 576 2022/08/07 03:57:43 - mmengine - INFO - Epoch(val) [18][4340/6282] eta: 0:01:11 time: 0.0369 data_time: 0.0029 memory: 576 2022/08/07 03:57:44 - mmengine - INFO - Epoch(val) [18][4360/6282] eta: 0:01:15 time: 0.0393 data_time: 0.0035 memory: 606 2022/08/07 03:57:44 - mmengine - INFO - Epoch(val) [18][4380/6282] eta: 0:01:19 time: 0.0417 data_time: 0.0065 memory: 606 2022/08/07 03:57:45 - mmengine - INFO - Epoch(val) [18][4400/6282] eta: 0:01:26 time: 0.0459 data_time: 0.0064 memory: 606 2022/08/07 03:57:46 - mmengine - INFO - Epoch(val) [18][4420/6282] eta: 0:01:23 time: 0.0451 data_time: 0.0053 memory: 606 2022/08/07 03:57:47 - mmengine - INFO - Epoch(val) [18][4440/6282] eta: 0:01:20 time: 0.0434 data_time: 0.0059 memory: 610 2022/08/07 03:57:48 - mmengine - INFO - Epoch(val) [18][4460/6282] eta: 0:01:12 time: 0.0399 data_time: 0.0040 memory: 610 2022/08/07 03:57:49 - mmengine - INFO - Epoch(val) [18][4480/6282] eta: 0:01:16 time: 0.0425 data_time: 0.0057 memory: 610 2022/08/07 03:57:50 - mmengine - INFO - Epoch(val) [18][4500/6282] eta: 0:01:11 time: 0.0399 data_time: 0.0041 memory: 610 2022/08/07 03:57:51 - mmengine - INFO - Epoch(val) [18][4520/6282] eta: 0:01:09 time: 0.0394 data_time: 0.0040 memory: 610 2022/08/07 03:57:51 - mmengine - INFO - Epoch(val) [18][4540/6282] eta: 0:01:08 time: 0.0392 data_time: 0.0051 memory: 579 2022/08/07 03:57:52 - mmengine - INFO - Epoch(val) [18][4560/6282] eta: 0:01:06 time: 0.0387 data_time: 0.0033 memory: 579 2022/08/07 03:57:53 - mmengine - INFO - Epoch(val) [18][4580/6282] eta: 0:01:05 time: 0.0387 data_time: 0.0047 memory: 579 2022/08/07 03:57:54 - mmengine - INFO - Epoch(val) [18][4600/6282] eta: 0:01:14 time: 0.0445 data_time: 0.0046 memory: 579 2022/08/07 03:57:55 - mmengine - INFO - Epoch(val) [18][4620/6282] eta: 0:01:06 time: 0.0401 data_time: 0.0025 memory: 579 2022/08/07 03:57:55 - mmengine - INFO - Epoch(val) [18][4640/6282] eta: 0:01:07 time: 0.0412 data_time: 0.0058 memory: 610 2022/08/07 03:57:56 - mmengine - INFO - Epoch(val) [18][4660/6282] eta: 0:01:11 time: 0.0439 data_time: 0.0043 memory: 610 2022/08/07 03:57:57 - mmengine - INFO - Epoch(val) [18][4680/6282] eta: 0:01:05 time: 0.0408 data_time: 0.0055 memory: 610 2022/08/07 03:57:58 - mmengine - INFO - Epoch(val) [18][4700/6282] eta: 0:01:00 time: 0.0382 data_time: 0.0042 memory: 610 2022/08/07 03:57:59 - mmengine - INFO - Epoch(val) [18][4720/6282] eta: 0:01:02 time: 0.0401 data_time: 0.0056 memory: 610 2022/08/07 03:58:00 - mmengine - INFO - Epoch(val) [18][4740/6282] eta: 0:00:57 time: 0.0375 data_time: 0.0034 memory: 590 2022/08/07 03:58:01 - mmengine - INFO - Epoch(val) [18][4760/6282] eta: 0:01:40 time: 0.0662 data_time: 0.0061 memory: 590 2022/08/07 03:58:02 - mmengine - INFO - Epoch(val) [18][4780/6282] eta: 0:00:58 time: 0.0390 data_time: 0.0042 memory: 590 2022/08/07 03:58:02 - mmengine - INFO - Epoch(val) [18][4800/6282] eta: 0:00:58 time: 0.0397 data_time: 0.0032 memory: 590 2022/08/07 03:58:03 - mmengine - INFO - Epoch(val) [18][4820/6282] eta: 0:00:59 time: 0.0407 data_time: 0.0043 memory: 606 2022/08/07 03:58:04 - mmengine - INFO - Epoch(val) [18][4840/6282] eta: 0:00:55 time: 0.0387 data_time: 0.0044 memory: 606 2022/08/07 03:58:05 - mmengine - INFO - Epoch(val) [18][4860/6282] eta: 0:00:57 time: 0.0403 data_time: 0.0042 memory: 606 2022/08/07 03:58:06 - mmengine - INFO - Epoch(val) [18][4880/6282] eta: 0:00:57 time: 0.0410 data_time: 0.0048 memory: 606 2022/08/07 03:58:07 - mmengine - INFO - Epoch(val) [18][4900/6282] eta: 0:01:01 time: 0.0447 data_time: 0.0050 memory: 606 2022/08/07 03:58:08 - mmengine - INFO - Epoch(val) [18][4920/6282] eta: 0:00:58 time: 0.0429 data_time: 0.0046 memory: 608 2022/08/07 03:58:08 - mmengine - INFO - Epoch(val) [18][4940/6282] eta: 0:01:03 time: 0.0470 data_time: 0.0064 memory: 608 2022/08/07 03:58:09 - mmengine - INFO - Epoch(val) [18][4960/6282] eta: 0:00:55 time: 0.0420 data_time: 0.0050 memory: 608 2022/08/07 03:58:10 - mmengine - INFO - Epoch(val) [18][4980/6282] eta: 0:00:55 time: 0.0423 data_time: 0.0046 memory: 608 2022/08/07 03:58:11 - mmengine - INFO - Epoch(val) [18][5000/6282] eta: 0:00:53 time: 0.0416 data_time: 0.0051 memory: 608 2022/08/07 03:58:12 - mmengine - INFO - Epoch(val) [18][5020/6282] eta: 0:00:52 time: 0.0417 data_time: 0.0054 memory: 608 2022/08/07 03:58:13 - mmengine - INFO - Epoch(val) [18][5040/6282] eta: 0:00:51 time: 0.0412 data_time: 0.0036 memory: 579 2022/08/07 03:58:14 - mmengine - INFO - Epoch(val) [18][5060/6282] eta: 0:00:50 time: 0.0409 data_time: 0.0041 memory: 579 2022/08/07 03:58:14 - mmengine - INFO - Epoch(val) [18][5080/6282] eta: 0:00:50 time: 0.0423 data_time: 0.0053 memory: 579 2022/08/07 03:58:15 - mmengine - INFO - Epoch(val) [18][5100/6282] eta: 0:00:48 time: 0.0412 data_time: 0.0046 memory: 579 2022/08/07 03:58:16 - mmengine - INFO - Epoch(val) [18][5120/6282] eta: 0:00:51 time: 0.0447 data_time: 0.0065 memory: 579 2022/08/07 03:58:17 - mmengine - INFO - Epoch(val) [18][5140/6282] eta: 0:00:46 time: 0.0404 data_time: 0.0043 memory: 577 2022/08/07 03:58:18 - mmengine - INFO - Epoch(val) [18][5160/6282] eta: 0:00:47 time: 0.0420 data_time: 0.0031 memory: 577 2022/08/07 03:58:19 - mmengine - INFO - Epoch(val) [18][5180/6282] eta: 0:00:44 time: 0.0408 data_time: 0.0049 memory: 577 2022/08/07 03:58:20 - mmengine - INFO - Epoch(val) [18][5200/6282] eta: 0:00:46 time: 0.0427 data_time: 0.0047 memory: 577 2022/08/07 03:58:21 - mmengine - INFO - Epoch(val) [18][5220/6282] eta: 0:01:14 time: 0.0705 data_time: 0.0039 memory: 577 2022/08/07 03:58:22 - mmengine - INFO - Epoch(val) [18][5240/6282] eta: 0:00:47 time: 0.0459 data_time: 0.0063 memory: 576 2022/08/07 03:58:23 - mmengine - INFO - Epoch(val) [18][5260/6282] eta: 0:00:39 time: 0.0386 data_time: 0.0049 memory: 576 2022/08/07 03:58:24 - mmengine - INFO - Epoch(val) [18][5280/6282] eta: 0:00:41 time: 0.0410 data_time: 0.0037 memory: 576 2022/08/07 03:58:24 - mmengine - INFO - Epoch(val) [18][5300/6282] eta: 0:00:39 time: 0.0402 data_time: 0.0051 memory: 576 2022/08/07 03:58:25 - mmengine - INFO - Epoch(val) [18][5320/6282] eta: 0:00:37 time: 0.0393 data_time: 0.0044 memory: 577 2022/08/07 03:58:26 - mmengine - INFO - Epoch(val) [18][5340/6282] eta: 0:00:40 time: 0.0434 data_time: 0.0050 memory: 577 2022/08/07 03:58:27 - mmengine - INFO - Epoch(val) [18][5360/6282] eta: 0:00:36 time: 0.0399 data_time: 0.0039 memory: 577 2022/08/07 03:58:28 - mmengine - INFO - Epoch(val) [18][5380/6282] eta: 0:00:37 time: 0.0417 data_time: 0.0044 memory: 577 2022/08/07 03:58:28 - mmengine - INFO - Epoch(val) [18][5400/6282] eta: 0:00:34 time: 0.0396 data_time: 0.0055 memory: 577 2022/08/07 03:58:29 - mmengine - INFO - Epoch(val) [18][5420/6282] eta: 0:00:36 time: 0.0422 data_time: 0.0043 memory: 577 2022/08/07 03:58:30 - mmengine - INFO - Epoch(val) [18][5440/6282] eta: 0:00:35 time: 0.0422 data_time: 0.0048 memory: 577 2022/08/07 03:58:31 - mmengine - INFO - Epoch(val) [18][5460/6282] eta: 0:00:33 time: 0.0412 data_time: 0.0050 memory: 577 2022/08/07 03:58:32 - mmengine - INFO - Epoch(val) [18][5480/6282] eta: 0:00:33 time: 0.0420 data_time: 0.0035 memory: 577 2022/08/07 03:58:33 - mmengine - INFO - Epoch(val) [18][5500/6282] eta: 0:00:29 time: 0.0384 data_time: 0.0032 memory: 577 2022/08/07 03:58:33 - mmengine - INFO - Epoch(val) [18][5520/6282] eta: 0:00:29 time: 0.0392 data_time: 0.0036 memory: 588 2022/08/07 03:58:34 - mmengine - INFO - Epoch(val) [18][5540/6282] eta: 0:00:29 time: 0.0397 data_time: 0.0044 memory: 588 2022/08/07 03:58:35 - mmengine - INFO - Epoch(val) [18][5560/6282] eta: 0:00:29 time: 0.0411 data_time: 0.0050 memory: 588 2022/08/07 03:58:36 - mmengine - INFO - Epoch(val) [18][5580/6282] eta: 0:00:26 time: 0.0378 data_time: 0.0033 memory: 588 2022/08/07 03:58:37 - mmengine - INFO - Epoch(val) [18][5600/6282] eta: 0:00:26 time: 0.0395 data_time: 0.0047 memory: 588 2022/08/07 03:58:38 - mmengine - INFO - Epoch(val) [18][5620/6282] eta: 0:00:27 time: 0.0412 data_time: 0.0044 memory: 588 2022/08/07 03:58:38 - mmengine - INFO - Epoch(val) [18][5640/6282] eta: 0:00:26 time: 0.0414 data_time: 0.0035 memory: 577 2022/08/07 03:58:39 - mmengine - INFO - Epoch(val) [18][5660/6282] eta: 0:00:25 time: 0.0409 data_time: 0.0039 memory: 577 2022/08/07 03:58:40 - mmengine - INFO - Epoch(val) [18][5680/6282] eta: 0:00:31 time: 0.0529 data_time: 0.0053 memory: 577 2022/08/07 03:58:41 - mmengine - INFO - Epoch(val) [18][5700/6282] eta: 0:00:24 time: 0.0418 data_time: 0.0045 memory: 577 2022/08/07 03:58:42 - mmengine - INFO - Epoch(val) [18][5720/6282] eta: 0:00:23 time: 0.0421 data_time: 0.0065 memory: 594 2022/08/07 03:58:43 - mmengine - INFO - Epoch(val) [18][5740/6282] eta: 0:00:22 time: 0.0410 data_time: 0.0037 memory: 594 2022/08/07 03:58:44 - mmengine - INFO - Epoch(val) [18][5760/6282] eta: 0:00:20 time: 0.0392 data_time: 0.0037 memory: 594 2022/08/07 03:58:44 - mmengine - INFO - Epoch(val) [18][5780/6282] eta: 0:00:19 time: 0.0383 data_time: 0.0036 memory: 594 2022/08/07 03:58:45 - mmengine - INFO - Epoch(val) [18][5800/6282] eta: 0:00:19 time: 0.0398 data_time: 0.0032 memory: 594 2022/08/07 03:58:46 - mmengine - INFO - Epoch(val) [18][5820/6282] eta: 0:00:17 time: 0.0386 data_time: 0.0029 memory: 594 2022/08/07 03:58:47 - mmengine - INFO - Epoch(val) [18][5840/6282] eta: 0:00:18 time: 0.0415 data_time: 0.0050 memory: 588 2022/08/07 03:58:48 - mmengine - INFO - Epoch(val) [18][5860/6282] eta: 0:00:16 time: 0.0401 data_time: 0.0040 memory: 588 2022/08/07 03:58:49 - mmengine - INFO - Epoch(val) [18][5880/6282] eta: 0:00:17 time: 0.0423 data_time: 0.0037 memory: 588 2022/08/07 03:58:49 - mmengine - INFO - Epoch(val) [18][5900/6282] eta: 0:00:16 time: 0.0419 data_time: 0.0035 memory: 588 2022/08/07 03:58:50 - mmengine - INFO - Epoch(val) [18][5920/6282] eta: 0:00:15 time: 0.0418 data_time: 0.0054 memory: 588 2022/08/07 03:58:51 - mmengine - INFO - Epoch(val) [18][5940/6282] eta: 0:00:16 time: 0.0479 data_time: 0.0071 memory: 577 2022/08/07 03:58:52 - mmengine - INFO - Epoch(val) [18][5960/6282] eta: 0:00:13 time: 0.0407 data_time: 0.0040 memory: 577 2022/08/07 03:58:53 - mmengine - INFO - Epoch(val) [18][5980/6282] eta: 0:00:13 time: 0.0449 data_time: 0.0052 memory: 577 2022/08/07 03:58:54 - mmengine - INFO - Epoch(val) [18][6000/6282] eta: 0:00:12 time: 0.0438 data_time: 0.0044 memory: 606 2022/08/07 03:58:55 - mmengine - INFO - Epoch(val) [18][6020/6282] eta: 0:00:10 time: 0.0407 data_time: 0.0046 memory: 606 2022/08/07 03:58:56 - mmengine - INFO - Epoch(val) [18][6040/6282] eta: 0:00:09 time: 0.0409 data_time: 0.0046 memory: 606 2022/08/07 03:58:56 - mmengine - INFO - Epoch(val) [18][6060/6282] eta: 0:00:08 time: 0.0391 data_time: 0.0039 memory: 606 2022/08/07 03:58:57 - mmengine - INFO - Epoch(val) [18][6080/6282] eta: 0:00:08 time: 0.0420 data_time: 0.0046 memory: 606 2022/08/07 03:58:58 - mmengine - INFO - Epoch(val) [18][6100/6282] eta: 0:00:07 time: 0.0392 data_time: 0.0035 memory: 606 2022/08/07 03:58:59 - mmengine - INFO - Epoch(val) [18][6120/6282] eta: 0:00:05 time: 0.0328 data_time: 0.0044 memory: 606 2022/08/07 03:58:59 - mmengine - INFO - Epoch(val) [18][6140/6282] eta: 0:00:03 time: 0.0242 data_time: 0.0019 memory: 606 2022/08/07 03:59:00 - mmengine - INFO - Epoch(val) [18][6160/6282] eta: 0:00:02 time: 0.0200 data_time: 0.0013 memory: 606 2022/08/07 03:59:00 - mmengine - INFO - Epoch(val) [18][6180/6282] eta: 0:00:02 time: 0.0201 data_time: 0.0012 memory: 606 2022/08/07 03:59:01 - mmengine - INFO - Epoch(val) [18][6200/6282] eta: 0:00:03 time: 0.0420 data_time: 0.0025 memory: 606 2022/08/07 03:59:01 - mmengine - INFO - Epoch(val) [18][6220/6282] eta: 0:00:01 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 03:59:02 - mmengine - INFO - Epoch(val) [18][6240/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 03:59:02 - mmengine - INFO - Epoch(val) [18][6260/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 03:59:02 - mmengine - INFO - Epoch(val) [18][6280/6282] eta: 0:00:00 time: 0.0199 data_time: 0.0012 memory: 606 2022/08/07 04:02:34 - mmengine - INFO - Epoch(val) [18][6282/6282] mAP/mAP@0.5IOU: 0.2075 2022/08/07 04:02:43 - mmengine - INFO - Epoch(train) [19][20/1441] lr: 2.0000e-03 eta: 0:18:50 time: 0.4139 data_time: 0.0414 memory: 8503 grad_norm: 0.1331 recall@thr=0.5: 0.6143 prec@thr=0.5: 0.7171 recall@top3: 0.7616 prec@top3: 0.6279 recall@top5: 0.8837 prec@top5: 0.4512 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 04:02:50 - mmengine - INFO - Epoch(train) [19][40/1441] lr: 2.0000e-03 eta: 0:18:42 time: 0.3727 data_time: 0.0162 memory: 8503 grad_norm: 0.1318 recall@thr=0.5: 0.7642 prec@thr=0.5: 0.7805 recall@top3: 0.8496 prec@top3: 0.6667 recall@top5: 0.9878 prec@top5: 0.4829 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 04:02:58 - mmengine - INFO - Epoch(train) [19][60/1441] lr: 2.0000e-03 eta: 0:18:34 time: 0.4136 data_time: 0.0220 memory: 8503 grad_norm: 0.1326 recall@thr=0.5: 0.7629 prec@thr=0.5: 0.8004 recall@top3: 0.8508 prec@top3: 0.7121 recall@top5: 0.9424 prec@top5: 0.4864 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 04:02:59 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 04:03:06 - mmengine - INFO - Epoch(train) [19][80/1441] lr: 2.0000e-03 eta: 0:18:26 time: 0.3732 data_time: 0.0159 memory: 8503 grad_norm: 0.1289 recall@thr=0.5: 0.7250 prec@thr=0.5: 0.7750 recall@top3: 0.7667 prec@top3: 0.6333 recall@top5: 0.8708 prec@top5: 0.4400 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 04:03:14 - mmengine - INFO - Epoch(train) [19][100/1441] lr: 2.0000e-03 eta: 0:18:18 time: 0.4075 data_time: 0.0218 memory: 8503 grad_norm: 0.1307 recall@thr=0.5: 0.7795 prec@thr=0.5: 0.7326 recall@top3: 0.8212 prec@top3: 0.7014 recall@top5: 0.9479 prec@top5: 0.5000 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 04:03:22 - mmengine - INFO - Epoch(train) [19][120/1441] lr: 2.0000e-03 eta: 0:18:10 time: 0.3803 data_time: 0.0165 memory: 8503 grad_norm: 0.1260 recall@thr=0.5: 0.8081 prec@thr=0.5: 0.9380 recall@top3: 0.9090 prec@top3: 0.8376 recall@top5: 0.9406 prec@top5: 0.5282 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 04:03:29 - mmengine - INFO - Epoch(train) [19][140/1441] lr: 2.0000e-03 eta: 0:18:02 time: 0.3825 data_time: 0.0224 memory: 8503 grad_norm: 0.1342 recall@thr=0.5: 0.6957 prec@thr=0.5: 0.7752 recall@top3: 0.8198 prec@top3: 0.5891 recall@top5: 0.9574 prec@top5: 0.4186 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 04:03:38 - mmengine - INFO - Epoch(train) [19][160/1441] lr: 2.0000e-03 eta: 0:17:55 time: 0.4152 data_time: 0.0164 memory: 8503 grad_norm: 0.1330 recall@thr=0.5: 0.8042 prec@thr=0.5: 0.8062 recall@top3: 0.8396 prec@top3: 0.6917 recall@top5: 0.9750 prec@top5: 0.4950 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 04:03:45 - mmengine - INFO - Epoch(train) [19][180/1441] lr: 2.0000e-03 eta: 0:17:47 time: 0.3806 data_time: 0.0229 memory: 8503 grad_norm: 0.1286 recall@thr=0.5: 0.8115 prec@thr=0.5: 0.8702 recall@top3: 0.8413 prec@top3: 0.7778 recall@top5: 0.9365 prec@top5: 0.5238 loss_action_cls: 0.0342 loss: 0.0342 2022/08/07 04:03:53 - mmengine - INFO - Epoch(train) [19][200/1441] lr: 2.0000e-03 eta: 0:17:39 time: 0.4043 data_time: 0.0150 memory: 8503 grad_norm: 0.1308 recall@thr=0.5: 0.8500 prec@thr=0.5: 0.8642 recall@top3: 0.8741 prec@top3: 0.6420 recall@top5: 0.9753 prec@top5: 0.4481 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 04:04:01 - mmengine - INFO - Epoch(train) [19][220/1441] lr: 2.0000e-03 eta: 0:17:31 time: 0.3797 data_time: 0.0214 memory: 8503 grad_norm: 0.1303 recall@thr=0.5: 0.7870 prec@thr=0.5: 0.7500 recall@top3: 0.8648 prec@top3: 0.6074 recall@top5: 0.9556 prec@top5: 0.4133 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 04:04:09 - mmengine - INFO - Epoch(train) [19][240/1441] lr: 2.0000e-03 eta: 0:17:23 time: 0.3784 data_time: 0.0174 memory: 8503 grad_norm: 0.1307 recall@thr=0.5: 0.7683 prec@thr=0.5: 0.7724 recall@top3: 0.8435 prec@top3: 0.6667 recall@top5: 0.9289 prec@top5: 0.4537 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 04:04:17 - mmengine - INFO - Epoch(train) [19][260/1441] lr: 2.0000e-03 eta: 0:17:15 time: 0.4261 data_time: 0.0215 memory: 8503 grad_norm: 0.1280 recall@thr=0.5: 0.7410 prec@thr=0.5: 0.8177 recall@top3: 0.8361 prec@top3: 0.7153 recall@top5: 0.9399 prec@top5: 0.4875 loss_action_cls: 0.0382 loss: 0.0382 2022/08/07 04:04:25 - mmengine - INFO - Epoch(train) [19][280/1441] lr: 2.0000e-03 eta: 0:17:07 time: 0.3833 data_time: 0.0160 memory: 8503 grad_norm: 0.1318 recall@thr=0.5: 0.5981 prec@thr=0.5: 0.7901 recall@top3: 0.7769 prec@top3: 0.7531 recall@top5: 0.9306 prec@top5: 0.5481 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 04:04:33 - mmengine - INFO - Epoch(train) [19][300/1441] lr: 2.0000e-03 eta: 0:16:59 time: 0.4280 data_time: 0.0227 memory: 8503 grad_norm: 0.1354 recall@thr=0.5: 0.8154 prec@thr=0.5: 0.9038 recall@top3: 0.8378 prec@top3: 0.7500 recall@top5: 0.9106 prec@top5: 0.5038 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 04:04:41 - mmengine - INFO - Epoch(train) [19][320/1441] lr: 2.0000e-03 eta: 0:16:51 time: 0.3889 data_time: 0.0172 memory: 8503 grad_norm: 0.1329 recall@thr=0.5: 0.7568 prec@thr=0.5: 0.7860 recall@top3: 0.8243 prec@top3: 0.6396 recall@top5: 0.9302 prec@top5: 0.4378 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 04:04:49 - mmengine - INFO - Epoch(train) [19][340/1441] lr: 2.0000e-03 eta: 0:16:43 time: 0.3998 data_time: 0.0284 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.7092 prec@thr=0.5: 0.7837 recall@top3: 0.7819 prec@top3: 0.6950 recall@top5: 0.9344 prec@top5: 0.5149 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 04:04:57 - mmengine - INFO - Epoch(train) [19][360/1441] lr: 2.0000e-03 eta: 0:16:36 time: 0.4101 data_time: 0.0165 memory: 8503 grad_norm: 0.1308 recall@thr=0.5: 0.7739 prec@thr=0.5: 0.8730 recall@top3: 0.8116 prec@top3: 0.7610 recall@top5: 0.9459 prec@top5: 0.5547 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 04:05:06 - mmengine - INFO - Epoch(train) [19][380/1441] lr: 2.0000e-03 eta: 0:16:28 time: 0.4151 data_time: 0.0216 memory: 8503 grad_norm: 0.1308 recall@thr=0.5: 0.7181 prec@thr=0.5: 0.7837 recall@top3: 0.9060 prec@top3: 0.6809 recall@top5: 0.9557 prec@top5: 0.4468 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 04:05:13 - mmengine - INFO - Epoch(train) [19][400/1441] lr: 2.0000e-03 eta: 0:16:20 time: 0.3794 data_time: 0.0165 memory: 8503 grad_norm: 0.1304 recall@thr=0.5: 0.7778 prec@thr=0.5: 0.8623 recall@top3: 0.8492 prec@top3: 0.7778 recall@top5: 0.9921 prec@top5: 0.5667 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 04:05:21 - mmengine - INFO - Epoch(train) [19][420/1441] lr: 2.0000e-03 eta: 0:16:12 time: 0.3777 data_time: 0.0214 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.7480 prec@thr=0.5: 0.8699 recall@top3: 0.7947 prec@top3: 0.6504 recall@top5: 0.9268 prec@top5: 0.4634 loss_action_cls: 0.0381 loss: 0.0381 2022/08/07 04:05:29 - mmengine - INFO - Epoch(train) [19][440/1441] lr: 2.0000e-03 eta: 0:16:04 time: 0.3960 data_time: 0.0168 memory: 8503 grad_norm: 0.1323 recall@thr=0.5: 0.7105 prec@thr=0.5: 0.7412 recall@top3: 0.8991 prec@top3: 0.6404 recall@top5: 0.9561 prec@top5: 0.4211 loss_action_cls: 0.0376 loss: 0.0376 2022/08/07 04:05:36 - mmengine - INFO - Epoch(train) [19][460/1441] lr: 2.0000e-03 eta: 0:15:56 time: 0.3912 data_time: 0.0226 memory: 8503 grad_norm: 0.1324 recall@thr=0.5: 0.7733 prec@thr=0.5: 0.8900 recall@top3: 0.8417 prec@top3: 0.7133 recall@top5: 0.9333 prec@top5: 0.4920 loss_action_cls: 0.0373 loss: 0.0373 2022/08/07 04:05:45 - mmengine - INFO - Epoch(train) [19][480/1441] lr: 2.0000e-03 eta: 0:15:48 time: 0.4103 data_time: 0.0170 memory: 8503 grad_norm: 0.1349 recall@thr=0.5: 0.7467 prec@thr=0.5: 0.8600 recall@top3: 0.8867 prec@top3: 0.7000 recall@top5: 0.9633 prec@top5: 0.4560 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 04:05:53 - mmengine - INFO - Epoch(train) [19][500/1441] lr: 2.0000e-03 eta: 0:15:40 time: 0.4251 data_time: 0.0230 memory: 8503 grad_norm: 0.1312 recall@thr=0.5: 0.7882 prec@thr=0.5: 0.8507 recall@top3: 0.8646 prec@top3: 0.7500 recall@top5: 0.9410 prec@top5: 0.4917 loss_action_cls: 0.0328 loss: 0.0328 2022/08/07 04:06:01 - mmengine - INFO - Epoch(train) [19][520/1441] lr: 2.0000e-03 eta: 0:15:32 time: 0.3859 data_time: 0.0160 memory: 8503 grad_norm: 0.1311 recall@thr=0.5: 0.7935 prec@thr=0.5: 0.8740 recall@top3: 0.8829 prec@top3: 0.7236 recall@top5: 0.9740 prec@top5: 0.4878 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 04:06:09 - mmengine - INFO - Epoch(train) [19][540/1441] lr: 2.0000e-03 eta: 0:15:25 time: 0.4172 data_time: 0.0217 memory: 8503 grad_norm: 0.1320 recall@thr=0.5: 0.7093 prec@thr=0.5: 0.7426 recall@top3: 0.8444 prec@top3: 0.6593 recall@top5: 0.9148 prec@top5: 0.4400 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 04:06:17 - mmengine - INFO - Epoch(train) [19][560/1441] lr: 2.0000e-03 eta: 0:15:17 time: 0.3947 data_time: 0.0162 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.7117 prec@thr=0.5: 0.7333 recall@top3: 0.8733 prec@top3: 0.7000 recall@top5: 0.9850 prec@top5: 0.4960 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 04:06:26 - mmengine - INFO - Epoch(train) [19][580/1441] lr: 2.0000e-03 eta: 0:15:09 time: 0.4344 data_time: 0.0208 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.7530 prec@thr=0.5: 0.8065 recall@top3: 0.8899 prec@top3: 0.7202 recall@top5: 0.9449 prec@top5: 0.4571 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 04:06:34 - mmengine - INFO - Epoch(train) [19][600/1441] lr: 2.0000e-03 eta: 0:15:01 time: 0.4149 data_time: 0.0221 memory: 8503 grad_norm: 0.1280 recall@thr=0.5: 0.8559 prec@thr=0.5: 0.7795 recall@top3: 0.8872 prec@top3: 0.6806 recall@top5: 0.9670 prec@top5: 0.4500 loss_action_cls: 0.0374 loss: 0.0374 2022/08/07 04:06:42 - mmengine - INFO - Epoch(train) [19][620/1441] lr: 2.0000e-03 eta: 0:14:53 time: 0.4103 data_time: 0.0335 memory: 8503 grad_norm: 0.1300 recall@thr=0.5: 0.8375 prec@thr=0.5: 0.9562 recall@top3: 0.9313 prec@top3: 0.7750 recall@top5: 0.9646 prec@top5: 0.4900 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 04:06:50 - mmengine - INFO - Epoch(train) [19][640/1441] lr: 2.0000e-03 eta: 0:14:45 time: 0.4050 data_time: 0.0174 memory: 8503 grad_norm: 0.1301 recall@thr=0.5: 0.6750 prec@thr=0.5: 0.7153 recall@top3: 0.7383 prec@top3: 0.5933 recall@top5: 0.8900 prec@top5: 0.4400 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 04:06:58 - mmengine - INFO - Epoch(train) [19][660/1441] lr: 2.0000e-03 eta: 0:14:37 time: 0.3975 data_time: 0.0209 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.7358 prec@thr=0.5: 0.8227 recall@top3: 0.8067 prec@top3: 0.5745 recall@top5: 0.9131 prec@top5: 0.4000 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 04:07:06 - mmengine - INFO - Epoch(train) [19][680/1441] lr: 2.0000e-03 eta: 0:14:29 time: 0.4034 data_time: 0.0171 memory: 8503 grad_norm: 0.1326 recall@thr=0.5: 0.7710 prec@thr=0.5: 0.8364 recall@top3: 0.8722 prec@top3: 0.6852 recall@top5: 0.9660 prec@top5: 0.4593 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 04:07:14 - mmengine - INFO - Epoch(train) [19][700/1441] lr: 2.0000e-03 eta: 0:14:22 time: 0.3946 data_time: 0.0201 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.7127 prec@thr=0.5: 0.7763 recall@top3: 0.8180 prec@top3: 0.6930 recall@top5: 0.9079 prec@top5: 0.4737 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 04:07:22 - mmengine - INFO - Epoch(train) [19][720/1441] lr: 2.0000e-03 eta: 0:14:14 time: 0.4056 data_time: 0.0173 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.6931 prec@thr=0.5: 0.8667 recall@top3: 0.8028 prec@top3: 0.7561 recall@top5: 0.9524 prec@top5: 0.5512 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 04:07:30 - mmengine - INFO - Epoch(train) [19][740/1441] lr: 2.0000e-03 eta: 0:14:06 time: 0.3835 data_time: 0.0219 memory: 8503 grad_norm: 0.1320 recall@thr=0.5: 0.7544 prec@thr=0.5: 0.9189 recall@top3: 0.8728 prec@top3: 0.7193 recall@top5: 0.9561 prec@top5: 0.4789 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 04:07:38 - mmengine - INFO - Epoch(train) [19][760/1441] lr: 2.0000e-03 eta: 0:13:58 time: 0.3888 data_time: 0.0169 memory: 8503 grad_norm: 0.1277 recall@thr=0.5: 0.7102 prec@thr=0.5: 0.8252 recall@top3: 0.8504 prec@top3: 0.7967 recall@top5: 0.9695 prec@top5: 0.5610 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 04:07:46 - mmengine - INFO - Epoch(train) [19][780/1441] lr: 2.0000e-03 eta: 0:13:50 time: 0.4065 data_time: 0.0228 memory: 8503 grad_norm: 0.1297 recall@thr=0.5: 0.7413 prec@thr=0.5: 0.8281 recall@top3: 0.7986 prec@top3: 0.5486 recall@top5: 0.8993 prec@top5: 0.3875 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 04:07:54 - mmengine - INFO - Epoch(train) [19][800/1441] lr: 2.0000e-03 eta: 0:13:42 time: 0.3860 data_time: 0.0182 memory: 8503 grad_norm: 0.1283 recall@thr=0.5: 0.7877 prec@thr=0.5: 0.8393 recall@top3: 0.8472 prec@top3: 0.6746 recall@top5: 0.9861 prec@top5: 0.4810 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 04:08:02 - mmengine - INFO - Epoch(train) [19][820/1441] lr: 2.0000e-03 eta: 0:13:34 time: 0.4110 data_time: 0.0217 memory: 8503 grad_norm: 0.1330 recall@thr=0.5: 0.8008 prec@thr=0.5: 0.8618 recall@top3: 0.8760 prec@top3: 0.7154 recall@top5: 0.9431 prec@top5: 0.4732 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 04:08:10 - mmengine - INFO - Epoch(train) [19][840/1441] lr: 2.0000e-03 eta: 0:13:26 time: 0.3844 data_time: 0.0176 memory: 8503 grad_norm: 0.1347 recall@thr=0.5: 0.7380 prec@thr=0.5: 0.7287 recall@top3: 0.8283 prec@top3: 0.7054 recall@top5: 0.9516 prec@top5: 0.5070 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 04:08:18 - mmengine - INFO - Epoch(train) [19][860/1441] lr: 2.0000e-03 eta: 0:13:18 time: 0.4168 data_time: 0.0223 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.6345 prec@thr=0.5: 0.6984 recall@top3: 0.6948 prec@top3: 0.5317 recall@top5: 0.8468 prec@top5: 0.4000 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 04:08:26 - mmengine - INFO - Epoch(train) [19][880/1441] lr: 2.0000e-03 eta: 0:13:10 time: 0.3814 data_time: 0.0167 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.7550 prec@thr=0.5: 0.8200 recall@top3: 0.8420 prec@top3: 0.6467 recall@top5: 0.9167 prec@top5: 0.4360 loss_action_cls: 0.0329 loss: 0.0329 2022/08/07 04:08:34 - mmengine - INFO - Epoch(train) [19][900/1441] lr: 2.0000e-03 eta: 0:13:03 time: 0.4187 data_time: 0.0234 memory: 8503 grad_norm: 0.1310 recall@thr=0.5: 0.7772 prec@thr=0.5: 0.7933 recall@top3: 0.8628 prec@top3: 0.7179 recall@top5: 0.9599 prec@top5: 0.4885 loss_action_cls: 0.0392 loss: 0.0392 2022/08/07 04:08:43 - mmengine - INFO - Epoch(train) [19][920/1441] lr: 2.0000e-03 eta: 0:12:55 time: 0.4298 data_time: 0.0240 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.8083 prec@thr=0.5: 0.8833 recall@top3: 0.9563 prec@top3: 0.6750 recall@top5: 0.9938 prec@top5: 0.4300 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 04:08:51 - mmengine - INFO - Epoch(train) [19][940/1441] lr: 2.0000e-03 eta: 0:12:47 time: 0.3959 data_time: 0.0216 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.6890 prec@thr=0.5: 0.8846 recall@top3: 0.8841 prec@top3: 0.7317 recall@top5: 0.9634 prec@top5: 0.4927 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 04:08:59 - mmengine - INFO - Epoch(train) [19][960/1441] lr: 2.0000e-03 eta: 0:12:39 time: 0.4049 data_time: 0.0177 memory: 8503 grad_norm: 0.1296 recall@thr=0.5: 0.8295 prec@thr=0.5: 0.8030 recall@top3: 0.8674 prec@top3: 0.5758 recall@top5: 0.9318 prec@top5: 0.3773 loss_action_cls: 0.0345 loss: 0.0345 2022/08/07 04:09:07 - mmengine - INFO - Epoch(train) [19][980/1441] lr: 2.0000e-03 eta: 0:12:31 time: 0.4080 data_time: 0.0227 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.7288 prec@thr=0.5: 0.8268 recall@top3: 0.8186 prec@top3: 0.7778 recall@top5: 0.9379 prec@top5: 0.5490 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 04:09:15 - mmengine - INFO - Epoch(train) [19][1000/1441] lr: 2.0000e-03 eta: 0:12:23 time: 0.4036 data_time: 0.0202 memory: 8503 grad_norm: 0.1355 recall@thr=0.5: 0.7387 prec@thr=0.5: 0.8631 recall@top3: 0.8786 prec@top3: 0.6607 recall@top5: 0.9881 prec@top5: 0.4679 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 04:09:23 - mmengine - INFO - Epoch(train) [19][1020/1441] lr: 2.0000e-03 eta: 0:12:15 time: 0.4065 data_time: 0.0230 memory: 8503 grad_norm: 0.1293 recall@thr=0.5: 0.7170 prec@thr=0.5: 0.7586 recall@top3: 0.8046 prec@top3: 0.6207 recall@top5: 0.9224 prec@top5: 0.4448 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 04:09:31 - mmengine - INFO - Epoch(train) [19][1040/1441] lr: 2.0000e-03 eta: 0:12:07 time: 0.3851 data_time: 0.0171 memory: 8503 grad_norm: 0.1282 recall@thr=0.5: 0.6898 prec@thr=0.5: 0.7244 recall@top3: 0.7284 prec@top3: 0.6173 recall@top5: 0.8472 prec@top5: 0.4556 loss_action_cls: 0.0349 loss: 0.0349 2022/08/07 04:09:38 - mmengine - INFO - Epoch(train) [19][1060/1441] lr: 2.0000e-03 eta: 0:11:59 time: 0.3852 data_time: 0.0220 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.7982 prec@thr=0.5: 0.8070 recall@top3: 0.8737 prec@top3: 0.6404 recall@top5: 0.9842 prec@top5: 0.4368 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 04:09:39 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 04:09:47 - mmengine - INFO - Epoch(train) [19][1080/1441] lr: 2.0000e-03 eta: 0:11:52 time: 0.4067 data_time: 0.0160 memory: 8503 grad_norm: 0.1305 recall@thr=0.5: 0.7287 prec@thr=0.5: 0.8121 recall@top3: 0.8050 prec@top3: 0.7092 recall@top5: 0.9504 prec@top5: 0.5106 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 04:09:54 - mmengine - INFO - Epoch(train) [19][1100/1441] lr: 2.0000e-03 eta: 0:11:44 time: 0.3916 data_time: 0.0221 memory: 8503 grad_norm: 0.1277 recall@thr=0.5: 0.8112 prec@thr=0.5: 0.9371 recall@top3: 0.9065 prec@top3: 0.8095 recall@top5: 0.9830 prec@top5: 0.5429 loss_action_cls: 0.0385 loss: 0.0385 2022/08/07 04:10:03 - mmengine - INFO - Epoch(train) [19][1120/1441] lr: 2.0000e-03 eta: 0:11:36 time: 0.4192 data_time: 0.0163 memory: 8503 grad_norm: 0.1325 recall@thr=0.5: 0.6519 prec@thr=0.5: 0.8022 recall@top3: 0.7196 prec@top3: 0.6731 recall@top5: 0.8705 prec@top5: 0.5192 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 04:10:10 - mmengine - INFO - Epoch(train) [19][1140/1441] lr: 2.0000e-03 eta: 0:11:28 time: 0.3845 data_time: 0.0226 memory: 8503 grad_norm: 0.1301 recall@thr=0.5: 0.8218 prec@thr=0.5: 0.8819 recall@top3: 0.8634 prec@top3: 0.7037 recall@top5: 0.9653 prec@top5: 0.4889 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 04:10:18 - mmengine - INFO - Epoch(train) [19][1160/1441] lr: 2.0000e-03 eta: 0:11:20 time: 0.3793 data_time: 0.0174 memory: 8503 grad_norm: 0.1328 recall@thr=0.5: 0.8021 prec@thr=0.5: 0.8846 recall@top3: 0.8375 prec@top3: 0.7167 recall@top5: 0.9458 prec@top5: 0.5000 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 04:10:26 - mmengine - INFO - Epoch(train) [19][1180/1441] lr: 2.0000e-03 eta: 0:11:12 time: 0.4063 data_time: 0.0206 memory: 8503 grad_norm: 0.1360 recall@thr=0.5: 0.8062 prec@thr=0.5: 0.8605 recall@top3: 0.8857 prec@top3: 0.7674 recall@top5: 0.9767 prec@top5: 0.5070 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 04:10:34 - mmengine - INFO - Epoch(train) [19][1200/1441] lr: 2.0000e-03 eta: 0:11:04 time: 0.3810 data_time: 0.0163 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.8011 prec@thr=0.5: 0.8645 recall@top3: 0.8372 prec@top3: 0.8156 recall@top5: 0.9745 prec@top5: 0.5830 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 04:10:43 - mmengine - INFO - Epoch(train) [19][1220/1441] lr: 2.0000e-03 eta: 0:10:56 time: 0.4338 data_time: 0.0294 memory: 8503 grad_norm: 0.1268 recall@thr=0.5: 0.7364 prec@thr=0.5: 0.7795 recall@top3: 0.7920 prec@top3: 0.7121 recall@top5: 0.9311 prec@top5: 0.5182 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 04:10:50 - mmengine - INFO - Epoch(train) [19][1240/1441] lr: 2.0000e-03 eta: 0:10:48 time: 0.3858 data_time: 0.0164 memory: 8503 grad_norm: 0.1354 recall@thr=0.5: 0.7414 prec@thr=0.5: 0.8274 recall@top3: 0.8688 prec@top3: 0.6786 recall@top5: 0.9545 prec@top5: 0.4643 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 04:10:58 - mmengine - INFO - Epoch(train) [19][1260/1441] lr: 2.0000e-03 eta: 0:10:40 time: 0.3888 data_time: 0.0209 memory: 8503 grad_norm: 0.1309 recall@thr=0.5: 0.7674 prec@thr=0.5: 0.8116 recall@top3: 0.8275 prec@top3: 0.7464 recall@top5: 0.9337 prec@top5: 0.5174 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 04:11:07 - mmengine - INFO - Epoch(train) [19][1280/1441] lr: 2.0000e-03 eta: 0:10:33 time: 0.4269 data_time: 0.0173 memory: 8503 grad_norm: 0.1279 recall@thr=0.5: 0.7967 prec@thr=0.5: 0.7742 recall@top3: 0.8552 prec@top3: 0.6667 recall@top5: 0.9268 prec@top5: 0.4471 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 04:11:14 - mmengine - INFO - Epoch(train) [19][1300/1441] lr: 2.0000e-03 eta: 0:10:25 time: 0.3804 data_time: 0.0216 memory: 8503 grad_norm: 0.1288 recall@thr=0.5: 0.8352 prec@thr=0.5: 0.8826 recall@top3: 0.9186 prec@top3: 0.7045 recall@top5: 0.9564 prec@top5: 0.4409 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 04:11:22 - mmengine - INFO - Epoch(train) [19][1320/1441] lr: 2.0000e-03 eta: 0:10:17 time: 0.4027 data_time: 0.0181 memory: 8503 grad_norm: 0.1345 recall@thr=0.5: 0.8362 prec@thr=0.5: 0.8587 recall@top3: 0.8808 prec@top3: 0.7609 recall@top5: 0.9656 prec@top5: 0.5130 loss_action_cls: 0.0378 loss: 0.0378 2022/08/07 04:11:30 - mmengine - INFO - Epoch(train) [19][1340/1441] lr: 2.0000e-03 eta: 0:10:09 time: 0.3792 data_time: 0.0242 memory: 8503 grad_norm: 0.1293 recall@thr=0.5: 0.7392 prec@thr=0.5: 0.8488 recall@top3: 0.8472 prec@top3: 0.7407 recall@top5: 0.9321 prec@top5: 0.4963 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 04:11:37 - mmengine - INFO - Epoch(train) [19][1360/1441] lr: 2.0000e-03 eta: 0:10:01 time: 0.3760 data_time: 0.0178 memory: 8503 grad_norm: 0.1319 recall@thr=0.5: 0.7642 prec@thr=0.5: 0.7480 recall@top3: 0.8313 prec@top3: 0.6748 recall@top5: 0.9390 prec@top5: 0.4683 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 04:11:45 - mmengine - INFO - Epoch(train) [19][1380/1441] lr: 2.0000e-03 eta: 0:09:53 time: 0.3877 data_time: 0.0213 memory: 8503 grad_norm: 0.1304 recall@thr=0.5: 0.6667 prec@thr=0.5: 0.7833 recall@top3: 0.7330 prec@top3: 0.6667 recall@top5: 0.8980 prec@top5: 0.4939 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 04:11:53 - mmengine - INFO - Epoch(train) [19][1400/1441] lr: 2.0000e-03 eta: 0:09:45 time: 0.3810 data_time: 0.0194 memory: 8503 grad_norm: 0.1334 recall@thr=0.5: 0.7815 prec@thr=0.5: 0.8481 recall@top3: 0.9148 prec@top3: 0.6222 recall@top5: 0.9815 prec@top5: 0.4089 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 04:12:01 - mmengine - INFO - Epoch(train) [19][1420/1441] lr: 2.0000e-03 eta: 0:09:37 time: 0.3920 data_time: 0.0228 memory: 8503 grad_norm: 0.1315 recall@thr=0.5: 0.7435 prec@thr=0.5: 0.7173 recall@top3: 0.8513 prec@top3: 0.6340 recall@top5: 0.9788 prec@top5: 0.4471 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 04:12:09 - mmengine - INFO - Epoch(train) [19][1440/1441] lr: 2.0000e-03 eta: 0:09:29 time: 0.4151 data_time: 0.0186 memory: 8503 grad_norm: 0.1327 recall@thr=0.5: 0.7342 prec@thr=0.5: 0.7883 recall@top3: 0.9054 prec@top3: 0.7207 recall@top5: 0.9910 prec@top5: 0.4865 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 04:12:09 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 04:12:09 - mmengine - INFO - Epoch(train) [19][1441/1441] lr: 2.0000e-03 eta: 0:09:29 time: 0.4077 data_time: 0.0191 memory: 4495 grad_norm: 0.1366 recall@thr=0.5: 0.7792 prec@thr=0.5: 0.8833 recall@top3: 0.8417 prec@top3: 0.7000 recall@top5: 0.9542 prec@top5: 0.4800 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 04:12:09 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/08/07 04:12:15 - mmengine - INFO - Epoch(val) [19][20/6282] eta: 0:04:26 time: 0.0425 data_time: 0.0063 memory: 560 2022/08/07 04:12:16 - mmengine - INFO - Epoch(val) [19][40/6282] eta: 0:04:10 time: 0.0401 data_time: 0.0038 memory: 560 2022/08/07 04:12:17 - mmengine - INFO - Epoch(val) [19][60/6282] eta: 0:03:55 time: 0.0379 data_time: 0.0034 memory: 560 2022/08/07 04:12:17 - mmengine - INFO - Epoch(val) [19][80/6282] eta: 0:03:54 time: 0.0379 data_time: 0.0042 memory: 560 2022/08/07 04:12:18 - mmengine - INFO - Epoch(val) [19][100/6282] eta: 0:03:49 time: 0.0371 data_time: 0.0043 memory: 560 2022/08/07 04:12:19 - mmengine - INFO - Epoch(val) [19][120/6282] eta: 0:03:54 time: 0.0380 data_time: 0.0047 memory: 606 2022/08/07 04:12:20 - mmengine - INFO - Epoch(val) [19][140/6282] eta: 0:04:18 time: 0.0421 data_time: 0.0050 memory: 606 2022/08/07 04:12:21 - mmengine - INFO - Epoch(val) [19][160/6282] eta: 0:04:25 time: 0.0433 data_time: 0.0057 memory: 606 2022/08/07 04:12:22 - mmengine - INFO - Epoch(val) [19][180/6282] eta: 0:07:19 time: 0.0720 data_time: 0.0036 memory: 606 2022/08/07 04:12:23 - mmengine - INFO - Epoch(val) [19][200/6282] eta: 0:04:36 time: 0.0454 data_time: 0.0039 memory: 606 2022/08/07 04:12:24 - mmengine - INFO - Epoch(val) [19][220/6282] eta: 0:04:05 time: 0.0405 data_time: 0.0046 memory: 577 2022/08/07 04:12:25 - mmengine - INFO - Epoch(val) [19][240/6282] eta: 0:04:02 time: 0.0401 data_time: 0.0039 memory: 577 2022/08/07 04:12:26 - mmengine - INFO - Epoch(val) [19][260/6282] eta: 0:03:55 time: 0.0391 data_time: 0.0058 memory: 577 2022/08/07 04:12:26 - mmengine - INFO - Epoch(val) [19][280/6282] eta: 0:04:07 time: 0.0413 data_time: 0.0052 memory: 577 2022/08/07 04:12:27 - mmengine - INFO - Epoch(val) [19][300/6282] eta: 0:04:01 time: 0.0404 data_time: 0.0044 memory: 606 2022/08/07 04:12:28 - mmengine - INFO - Epoch(val) [19][320/6282] eta: 0:04:15 time: 0.0428 data_time: 0.0042 memory: 606 2022/08/07 04:12:29 - mmengine - INFO - Epoch(val) [19][340/6282] eta: 0:04:00 time: 0.0404 data_time: 0.0041 memory: 606 2022/08/07 04:12:30 - mmengine - INFO - Epoch(val) [19][360/6282] eta: 0:04:10 time: 0.0423 data_time: 0.0043 memory: 606 2022/08/07 04:12:31 - mmengine - INFO - Epoch(val) [19][380/6282] eta: 0:03:38 time: 0.0370 data_time: 0.0042 memory: 606 2022/08/07 04:12:31 - mmengine - INFO - Epoch(val) [19][400/6282] eta: 0:04:10 time: 0.0426 data_time: 0.0023 memory: 606 2022/08/07 04:12:32 - mmengine - INFO - Epoch(val) [19][420/6282] eta: 0:03:53 time: 0.0398 data_time: 0.0041 memory: 579 2022/08/07 04:12:33 - mmengine - INFO - Epoch(val) [19][440/6282] eta: 0:04:01 time: 0.0413 data_time: 0.0038 memory: 579 2022/08/07 04:12:34 - mmengine - INFO - Epoch(val) [19][460/6282] eta: 0:04:20 time: 0.0447 data_time: 0.0050 memory: 579 2022/08/07 04:12:35 - mmengine - INFO - Epoch(val) [19][480/6282] eta: 0:03:46 time: 0.0390 data_time: 0.0037 memory: 579 2022/08/07 04:12:36 - mmengine - INFO - Epoch(val) [19][500/6282] eta: 0:03:41 time: 0.0383 data_time: 0.0044 memory: 579 2022/08/07 04:12:36 - mmengine - INFO - Epoch(val) [19][520/6282] eta: 0:03:54 time: 0.0407 data_time: 0.0048 memory: 577 2022/08/07 04:12:37 - mmengine - INFO - Epoch(val) [19][540/6282] eta: 0:03:43 time: 0.0389 data_time: 0.0040 memory: 577 2022/08/07 04:12:38 - mmengine - INFO - Epoch(val) [19][560/6282] eta: 0:04:03 time: 0.0426 data_time: 0.0044 memory: 577 2022/08/07 04:12:39 - mmengine - INFO - Epoch(val) [19][580/6282] eta: 0:04:18 time: 0.0454 data_time: 0.0054 memory: 577 2022/08/07 04:12:40 - mmengine - INFO - Epoch(val) [19][600/6282] eta: 0:04:09 time: 0.0439 data_time: 0.0050 memory: 577 2022/08/07 04:12:41 - mmengine - INFO - Epoch(val) [19][620/6282] eta: 0:04:07 time: 0.0436 data_time: 0.0048 memory: 577 2022/08/07 04:12:42 - mmengine - INFO - Epoch(val) [19][640/6282] eta: 0:06:41 time: 0.0712 data_time: 0.0058 memory: 575 2022/08/07 04:12:43 - mmengine - INFO - Epoch(val) [19][660/6282] eta: 0:04:03 time: 0.0433 data_time: 0.0053 memory: 575 2022/08/07 04:12:44 - mmengine - INFO - Epoch(val) [19][680/6282] eta: 0:04:00 time: 0.0429 data_time: 0.0050 memory: 575 2022/08/07 04:12:45 - mmengine - INFO - Epoch(val) [19][700/6282] eta: 0:03:53 time: 0.0419 data_time: 0.0049 memory: 575 2022/08/07 04:12:46 - mmengine - INFO - Epoch(val) [19][720/6282] eta: 0:03:57 time: 0.0426 data_time: 0.0041 memory: 606 2022/08/07 04:12:47 - mmengine - INFO - Epoch(val) [19][740/6282] eta: 0:04:24 time: 0.0477 data_time: 0.0047 memory: 606 2022/08/07 04:12:48 - mmengine - INFO - Epoch(val) [19][760/6282] eta: 0:04:01 time: 0.0438 data_time: 0.0036 memory: 606 2022/08/07 04:12:48 - mmengine - INFO - Epoch(val) [19][780/6282] eta: 0:03:47 time: 0.0414 data_time: 0.0040 memory: 606 2022/08/07 04:12:49 - mmengine - INFO - Epoch(val) [19][800/6282] eta: 0:03:47 time: 0.0416 data_time: 0.0046 memory: 606 2022/08/07 04:12:50 - mmengine - INFO - Epoch(val) [19][820/6282] eta: 0:03:35 time: 0.0394 data_time: 0.0038 memory: 606 2022/08/07 04:12:51 - mmengine - INFO - Epoch(val) [19][840/6282] eta: 0:03:27 time: 0.0381 data_time: 0.0048 memory: 577 2022/08/07 04:12:52 - mmengine - INFO - Epoch(val) [19][860/6282] eta: 0:03:34 time: 0.0395 data_time: 0.0060 memory: 577 2022/08/07 04:12:52 - mmengine - INFO - Epoch(val) [19][880/6282] eta: 0:03:28 time: 0.0386 data_time: 0.0051 memory: 577 2022/08/07 04:12:53 - mmengine - INFO - Epoch(val) [19][900/6282] eta: 0:03:42 time: 0.0413 data_time: 0.0047 memory: 577 2022/08/07 04:12:54 - mmengine - INFO - Epoch(val) [19][920/6282] eta: 0:03:45 time: 0.0421 data_time: 0.0034 memory: 577 2022/08/07 04:12:55 - mmengine - INFO - Epoch(val) [19][940/6282] eta: 0:03:39 time: 0.0411 data_time: 0.0044 memory: 560 2022/08/07 04:12:56 - mmengine - INFO - Epoch(val) [19][960/6282] eta: 0:03:43 time: 0.0421 data_time: 0.0053 memory: 560 2022/08/07 04:12:57 - mmengine - INFO - Epoch(val) [19][980/6282] eta: 0:03:58 time: 0.0449 data_time: 0.0044 memory: 560 2022/08/07 04:12:58 - mmengine - INFO - Epoch(val) [19][1000/6282] eta: 0:03:46 time: 0.0430 data_time: 0.0030 memory: 560 2022/08/07 04:12:59 - mmengine - INFO - Epoch(val) [19][1020/6282] eta: 0:03:56 time: 0.0449 data_time: 0.0048 memory: 577 2022/08/07 04:12:59 - mmengine - INFO - Epoch(val) [19][1040/6282] eta: 0:03:44 time: 0.0428 data_time: 0.0043 memory: 577 2022/08/07 04:13:00 - mmengine - INFO - Epoch(val) [19][1060/6282] eta: 0:03:41 time: 0.0424 data_time: 0.0048 memory: 577 2022/08/07 04:13:01 - mmengine - INFO - Epoch(val) [19][1080/6282] eta: 0:03:57 time: 0.0457 data_time: 0.0040 memory: 577 2022/08/07 04:13:03 - mmengine - INFO - Epoch(val) [19][1100/6282] eta: 0:06:08 time: 0.0711 data_time: 0.0063 memory: 577 2022/08/07 04:13:04 - mmengine - INFO - Epoch(val) [19][1120/6282] eta: 0:03:51 time: 0.0449 data_time: 0.0040 memory: 577 2022/08/07 04:13:04 - mmengine - INFO - Epoch(val) [19][1140/6282] eta: 0:03:44 time: 0.0436 data_time: 0.0051 memory: 577 2022/08/07 04:13:05 - mmengine - INFO - Epoch(val) [19][1160/6282] eta: 0:04:00 time: 0.0470 data_time: 0.0070 memory: 577 2022/08/07 04:13:06 - mmengine - INFO - Epoch(val) [19][1180/6282] eta: 0:03:54 time: 0.0461 data_time: 0.0041 memory: 577 2022/08/07 04:13:07 - mmengine - INFO - Epoch(val) [19][1200/6282] eta: 0:03:47 time: 0.0448 data_time: 0.0050 memory: 577 2022/08/07 04:13:08 - mmengine - INFO - Epoch(val) [19][1220/6282] eta: 0:03:45 time: 0.0446 data_time: 0.0044 memory: 577 2022/08/07 04:13:09 - mmengine - INFO - Epoch(val) [19][1240/6282] eta: 0:04:32 time: 0.0541 data_time: 0.0051 memory: 606 2022/08/07 04:13:10 - mmengine - INFO - Epoch(val) [19][1260/6282] eta: 0:04:07 time: 0.0493 data_time: 0.0073 memory: 606 2022/08/07 04:13:11 - mmengine - INFO - Epoch(val) [19][1280/6282] eta: 0:03:44 time: 0.0449 data_time: 0.0054 memory: 606 2022/08/07 04:13:12 - mmengine - INFO - Epoch(val) [19][1300/6282] eta: 0:03:27 time: 0.0417 data_time: 0.0052 memory: 606 2022/08/07 04:13:13 - mmengine - INFO - Epoch(val) [19][1320/6282] eta: 0:03:27 time: 0.0417 data_time: 0.0045 memory: 606 2022/08/07 04:13:14 - mmengine - INFO - Epoch(val) [19][1340/6282] eta: 0:03:14 time: 0.0393 data_time: 0.0033 memory: 606 2022/08/07 04:13:15 - mmengine - INFO - Epoch(val) [19][1360/6282] eta: 0:03:21 time: 0.0409 data_time: 0.0044 memory: 606 2022/08/07 04:13:15 - mmengine - INFO - Epoch(val) [19][1380/6282] eta: 0:03:26 time: 0.0420 data_time: 0.0042 memory: 606 2022/08/07 04:13:16 - mmengine - INFO - Epoch(val) [19][1400/6282] eta: 0:03:22 time: 0.0414 data_time: 0.0057 memory: 606 2022/08/07 04:13:17 - mmengine - INFO - Epoch(val) [19][1420/6282] eta: 0:03:20 time: 0.0412 data_time: 0.0046 memory: 606 2022/08/07 04:13:18 - mmengine - INFO - Epoch(val) [19][1440/6282] eta: 0:03:20 time: 0.0414 data_time: 0.0052 memory: 606 2022/08/07 04:13:19 - mmengine - INFO - Epoch(val) [19][1460/6282] eta: 0:03:11 time: 0.0398 data_time: 0.0035 memory: 606 2022/08/07 04:13:20 - mmengine - INFO - Epoch(val) [19][1480/6282] eta: 0:03:15 time: 0.0408 data_time: 0.0036 memory: 606 2022/08/07 04:13:20 - mmengine - INFO - Epoch(val) [19][1500/6282] eta: 0:03:02 time: 0.0381 data_time: 0.0044 memory: 606 2022/08/07 04:13:21 - mmengine - INFO - Epoch(val) [19][1520/6282] eta: 0:03:24 time: 0.0429 data_time: 0.0056 memory: 650 2022/08/07 04:13:23 - mmengine - INFO - Epoch(val) [19][1540/6282] eta: 0:05:19 time: 0.0673 data_time: 0.0044 memory: 650 2022/08/07 04:13:23 - mmengine - INFO - Epoch(val) [19][1560/6282] eta: 0:03:21 time: 0.0426 data_time: 0.0036 memory: 650 2022/08/07 04:13:24 - mmengine - INFO - Epoch(val) [19][1580/6282] eta: 0:03:31 time: 0.0450 data_time: 0.0043 memory: 650 2022/08/07 04:13:25 - mmengine - INFO - Epoch(val) [19][1600/6282] eta: 0:03:28 time: 0.0444 data_time: 0.0038 memory: 650 2022/08/07 04:13:26 - mmengine - INFO - Epoch(val) [19][1620/6282] eta: 0:03:18 time: 0.0427 data_time: 0.0035 memory: 650 2022/08/07 04:13:27 - mmengine - INFO - Epoch(val) [19][1640/6282] eta: 0:03:03 time: 0.0395 data_time: 0.0040 memory: 606 2022/08/07 04:13:28 - mmengine - INFO - Epoch(val) [19][1660/6282] eta: 0:03:08 time: 0.0408 data_time: 0.0038 memory: 606 2022/08/07 04:13:29 - mmengine - INFO - Epoch(val) [19][1680/6282] eta: 0:03:16 time: 0.0428 data_time: 0.0063 memory: 606 2022/08/07 04:13:30 - mmengine - INFO - Epoch(val) [19][1700/6282] eta: 0:03:35 time: 0.0471 data_time: 0.0053 memory: 606 2022/08/07 04:13:31 - mmengine - INFO - Epoch(val) [19][1720/6282] eta: 0:03:24 time: 0.0449 data_time: 0.0039 memory: 606 2022/08/07 04:13:32 - mmengine - INFO - Epoch(val) [19][1740/6282] eta: 0:03:40 time: 0.0486 data_time: 0.0052 memory: 606 2022/08/07 04:13:32 - mmengine - INFO - Epoch(val) [19][1760/6282] eta: 0:03:20 time: 0.0442 data_time: 0.0056 memory: 606 2022/08/07 04:13:33 - mmengine - INFO - Epoch(val) [19][1780/6282] eta: 0:03:19 time: 0.0444 data_time: 0.0061 memory: 606 2022/08/07 04:13:34 - mmengine - INFO - Epoch(val) [19][1800/6282] eta: 0:03:19 time: 0.0446 data_time: 0.0059 memory: 606 2022/08/07 04:13:35 - mmengine - INFO - Epoch(val) [19][1820/6282] eta: 0:03:16 time: 0.0439 data_time: 0.0053 memory: 606 2022/08/07 04:13:36 - mmengine - INFO - Epoch(val) [19][1840/6282] eta: 0:03:23 time: 0.0457 data_time: 0.0068 memory: 606 2022/08/07 04:13:37 - mmengine - INFO - Epoch(val) [19][1860/6282] eta: 0:03:01 time: 0.0411 data_time: 0.0039 memory: 606 2022/08/07 04:13:38 - mmengine - INFO - Epoch(val) [19][1880/6282] eta: 0:03:17 time: 0.0448 data_time: 0.0051 memory: 606 2022/08/07 04:13:39 - mmengine - INFO - Epoch(val) [19][1900/6282] eta: 0:03:06 time: 0.0426 data_time: 0.0058 memory: 606 2022/08/07 04:13:40 - mmengine - INFO - Epoch(val) [19][1920/6282] eta: 0:03:08 time: 0.0431 data_time: 0.0047 memory: 606 2022/08/07 04:13:40 - mmengine - INFO - Epoch(val) [19][1940/6282] eta: 0:03:02 time: 0.0419 data_time: 0.0054 memory: 606 2022/08/07 04:13:41 - mmengine - INFO - Epoch(val) [19][1960/6282] eta: 0:02:49 time: 0.0393 data_time: 0.0043 memory: 579 2022/08/07 04:13:43 - mmengine - INFO - Epoch(val) [19][1980/6282] eta: 0:04:43 time: 0.0660 data_time: 0.0044 memory: 579 2022/08/07 04:13:43 - mmengine - INFO - Epoch(val) [19][2000/6282] eta: 0:02:54 time: 0.0408 data_time: 0.0058 memory: 579 2022/08/07 04:13:44 - mmengine - INFO - Epoch(val) [19][2020/6282] eta: 0:02:47 time: 0.0394 data_time: 0.0039 memory: 579 2022/08/07 04:13:45 - mmengine - INFO - Epoch(val) [19][2040/6282] eta: 0:02:52 time: 0.0408 data_time: 0.0036 memory: 579 2022/08/07 04:13:46 - mmengine - INFO - Epoch(val) [19][2060/6282] eta: 0:02:57 time: 0.0419 data_time: 0.0045 memory: 579 2022/08/07 04:13:47 - mmengine - INFO - Epoch(val) [19][2080/6282] eta: 0:02:42 time: 0.0387 data_time: 0.0033 memory: 579 2022/08/07 04:13:48 - mmengine - INFO - Epoch(val) [19][2100/6282] eta: 0:02:47 time: 0.0400 data_time: 0.0038 memory: 579 2022/08/07 04:13:48 - mmengine - INFO - Epoch(val) [19][2120/6282] eta: 0:03:07 time: 0.0450 data_time: 0.0057 memory: 579 2022/08/07 04:13:49 - mmengine - INFO - Epoch(val) [19][2140/6282] eta: 0:02:39 time: 0.0384 data_time: 0.0031 memory: 579 2022/08/07 04:13:50 - mmengine - INFO - Epoch(val) [19][2160/6282] eta: 0:02:40 time: 0.0389 data_time: 0.0025 memory: 577 2022/08/07 04:13:51 - mmengine - INFO - Epoch(val) [19][2180/6282] eta: 0:02:39 time: 0.0390 data_time: 0.0034 memory: 577 2022/08/07 04:13:52 - mmengine - INFO - Epoch(val) [19][2200/6282] eta: 0:03:09 time: 0.0464 data_time: 0.0068 memory: 577 2022/08/07 04:13:53 - mmengine - INFO - Epoch(val) [19][2220/6282] eta: 0:02:37 time: 0.0387 data_time: 0.0047 memory: 577 2022/08/07 04:13:53 - mmengine - INFO - Epoch(val) [19][2240/6282] eta: 0:02:52 time: 0.0427 data_time: 0.0047 memory: 577 2022/08/07 04:13:54 - mmengine - INFO - Epoch(val) [19][2260/6282] eta: 0:02:51 time: 0.0427 data_time: 0.0048 memory: 579 2022/08/07 04:13:55 - mmengine - INFO - Epoch(val) [19][2280/6282] eta: 0:02:43 time: 0.0409 data_time: 0.0054 memory: 579 2022/08/07 04:13:56 - mmengine - INFO - Epoch(val) [19][2300/6282] eta: 0:02:38 time: 0.0399 data_time: 0.0046 memory: 579 2022/08/07 04:13:57 - mmengine - INFO - Epoch(val) [19][2320/6282] eta: 0:02:52 time: 0.0436 data_time: 0.0051 memory: 579 2022/08/07 04:13:58 - mmengine - INFO - Epoch(val) [19][2340/6282] eta: 0:02:41 time: 0.0411 data_time: 0.0044 memory: 579 2022/08/07 04:13:59 - mmengine - INFO - Epoch(val) [19][2360/6282] eta: 0:02:41 time: 0.0413 data_time: 0.0053 memory: 577 2022/08/07 04:13:59 - mmengine - INFO - Epoch(val) [19][2380/6282] eta: 0:02:44 time: 0.0421 data_time: 0.0058 memory: 577 2022/08/07 04:14:00 - mmengine - INFO - Epoch(val) [19][2400/6282] eta: 0:02:50 time: 0.0439 data_time: 0.0047 memory: 577 2022/08/07 04:14:01 - mmengine - INFO - Epoch(val) [19][2420/6282] eta: 0:02:46 time: 0.0431 data_time: 0.0059 memory: 577 2022/08/07 04:14:03 - mmengine - INFO - Epoch(val) [19][2440/6282] eta: 0:04:15 time: 0.0664 data_time: 0.0046 memory: 577 2022/08/07 04:14:03 - mmengine - INFO - Epoch(val) [19][2460/6282] eta: 0:03:00 time: 0.0471 data_time: 0.0065 memory: 606 2022/08/07 04:14:04 - mmengine - INFO - Epoch(val) [19][2480/6282] eta: 0:02:47 time: 0.0441 data_time: 0.0038 memory: 606 2022/08/07 04:14:05 - mmengine - INFO - Epoch(val) [19][2500/6282] eta: 0:02:42 time: 0.0429 data_time: 0.0041 memory: 606 2022/08/07 04:14:06 - mmengine - INFO - Epoch(val) [19][2520/6282] eta: 0:02:32 time: 0.0405 data_time: 0.0029 memory: 606 2022/08/07 04:14:07 - mmengine - INFO - Epoch(val) [19][2540/6282] eta: 0:02:29 time: 0.0399 data_time: 0.0040 memory: 606 2022/08/07 04:14:08 - mmengine - INFO - Epoch(val) [19][2560/6282] eta: 0:02:35 time: 0.0417 data_time: 0.0063 memory: 606 2022/08/07 04:14:09 - mmengine - INFO - Epoch(val) [19][2580/6282] eta: 0:02:28 time: 0.0401 data_time: 0.0036 memory: 606 2022/08/07 04:14:09 - mmengine - INFO - Epoch(val) [19][2600/6282] eta: 0:02:32 time: 0.0415 data_time: 0.0041 memory: 606 2022/08/07 04:14:10 - mmengine - INFO - Epoch(val) [19][2620/6282] eta: 0:02:40 time: 0.0439 data_time: 0.0044 memory: 606 2022/08/07 04:14:11 - mmengine - INFO - Epoch(val) [19][2640/6282] eta: 0:02:40 time: 0.0441 data_time: 0.0077 memory: 606 2022/08/07 04:14:12 - mmengine - INFO - Epoch(val) [19][2660/6282] eta: 0:02:38 time: 0.0438 data_time: 0.0048 memory: 646 2022/08/07 04:14:13 - mmengine - INFO - Epoch(val) [19][2680/6282] eta: 0:02:42 time: 0.0452 data_time: 0.0052 memory: 646 2022/08/07 04:14:14 - mmengine - INFO - Epoch(val) [19][2700/6282] eta: 0:02:43 time: 0.0457 data_time: 0.0052 memory: 646 2022/08/07 04:14:15 - mmengine - INFO - Epoch(val) [19][2720/6282] eta: 0:02:39 time: 0.0448 data_time: 0.0040 memory: 646 2022/08/07 04:14:16 - mmengine - INFO - Epoch(val) [19][2740/6282] eta: 0:02:36 time: 0.0441 data_time: 0.0029 memory: 646 2022/08/07 04:14:17 - mmengine - INFO - Epoch(val) [19][2760/6282] eta: 0:02:21 time: 0.0401 data_time: 0.0047 memory: 579 2022/08/07 04:14:17 - mmengine - INFO - Epoch(val) [19][2780/6282] eta: 0:02:18 time: 0.0396 data_time: 0.0038 memory: 579 2022/08/07 04:14:18 - mmengine - INFO - Epoch(val) [19][2800/6282] eta: 0:02:21 time: 0.0406 data_time: 0.0042 memory: 579 2022/08/07 04:14:19 - mmengine - INFO - Epoch(val) [19][2820/6282] eta: 0:02:23 time: 0.0414 data_time: 0.0039 memory: 579 2022/08/07 04:14:20 - mmengine - INFO - Epoch(val) [19][2840/6282] eta: 0:02:16 time: 0.0396 data_time: 0.0044 memory: 579 2022/08/07 04:14:21 - mmengine - INFO - Epoch(val) [19][2860/6282] eta: 0:02:14 time: 0.0393 data_time: 0.0036 memory: 606 2022/08/07 04:14:22 - mmengine - INFO - Epoch(val) [19][2880/6282] eta: 0:03:32 time: 0.0626 data_time: 0.0034 memory: 606 2022/08/07 04:14:23 - mmengine - INFO - Epoch(val) [19][2900/6282] eta: 0:02:21 time: 0.0419 data_time: 0.0072 memory: 606 2022/08/07 04:14:24 - mmengine - INFO - Epoch(val) [19][2920/6282] eta: 0:02:08 time: 0.0382 data_time: 0.0044 memory: 606 2022/08/07 04:14:24 - mmengine - INFO - Epoch(val) [19][2940/6282] eta: 0:02:15 time: 0.0404 data_time: 0.0041 memory: 591 2022/08/07 04:14:25 - mmengine - INFO - Epoch(val) [19][2960/6282] eta: 0:02:22 time: 0.0430 data_time: 0.0054 memory: 591 2022/08/07 04:14:26 - mmengine - INFO - Epoch(val) [19][2980/6282] eta: 0:02:12 time: 0.0402 data_time: 0.0041 memory: 591 2022/08/07 04:14:27 - mmengine - INFO - Epoch(val) [19][3000/6282] eta: 0:02:09 time: 0.0394 data_time: 0.0056 memory: 591 2022/08/07 04:14:28 - mmengine - INFO - Epoch(val) [19][3020/6282] eta: 0:02:21 time: 0.0434 data_time: 0.0061 memory: 606 2022/08/07 04:14:29 - mmengine - INFO - Epoch(val) [19][3040/6282] eta: 0:02:12 time: 0.0408 data_time: 0.0039 memory: 606 2022/08/07 04:14:30 - mmengine - INFO - Epoch(val) [19][3060/6282] eta: 0:02:20 time: 0.0437 data_time: 0.0058 memory: 606 2022/08/07 04:14:30 - mmengine - INFO - Epoch(val) [19][3080/6282] eta: 0:02:13 time: 0.0418 data_time: 0.0055 memory: 606 2022/08/07 04:14:31 - mmengine - INFO - Epoch(val) [19][3100/6282] eta: 0:02:03 time: 0.0388 data_time: 0.0046 memory: 606 2022/08/07 04:14:32 - mmengine - INFO - Epoch(val) [19][3120/6282] eta: 0:02:00 time: 0.0380 data_time: 0.0038 memory: 579 2022/08/07 04:14:33 - mmengine - INFO - Epoch(val) [19][3140/6282] eta: 0:01:55 time: 0.0369 data_time: 0.0050 memory: 579 2022/08/07 04:14:33 - mmengine - INFO - Epoch(val) [19][3160/6282] eta: 0:02:00 time: 0.0385 data_time: 0.0043 memory: 579 2022/08/07 04:14:34 - mmengine - INFO - Epoch(val) [19][3180/6282] eta: 0:02:09 time: 0.0417 data_time: 0.0045 memory: 579 2022/08/07 04:14:35 - mmengine - INFO - Epoch(val) [19][3200/6282] eta: 0:02:07 time: 0.0415 data_time: 0.0048 memory: 606 2022/08/07 04:14:36 - mmengine - INFO - Epoch(val) [19][3220/6282] eta: 0:02:10 time: 0.0426 data_time: 0.0059 memory: 606 2022/08/07 04:14:37 - mmengine - INFO - Epoch(val) [19][3240/6282] eta: 0:02:12 time: 0.0435 data_time: 0.0046 memory: 606 2022/08/07 04:14:38 - mmengine - INFO - Epoch(val) [19][3260/6282] eta: 0:02:09 time: 0.0430 data_time: 0.0044 memory: 606 2022/08/07 04:14:39 - mmengine - INFO - Epoch(val) [19][3280/6282] eta: 0:02:01 time: 0.0406 data_time: 0.0045 memory: 606 2022/08/07 04:14:40 - mmengine - INFO - Epoch(val) [19][3300/6282] eta: 0:02:07 time: 0.0428 data_time: 0.0039 memory: 606 2022/08/07 04:14:40 - mmengine - INFO - Epoch(val) [19][3320/6282] eta: 0:02:01 time: 0.0409 data_time: 0.0032 memory: 606 2022/08/07 04:14:41 - mmengine - INFO - Epoch(val) [19][3340/6282] eta: 0:01:57 time: 0.0400 data_time: 0.0037 memory: 606 2022/08/07 04:14:42 - mmengine - INFO - Epoch(val) [19][3360/6282] eta: 0:03:00 time: 0.0618 data_time: 0.0028 memory: 606 2022/08/07 04:14:43 - mmengine - INFO - Epoch(val) [19][3380/6282] eta: 0:02:07 time: 0.0440 data_time: 0.0049 memory: 606 2022/08/07 04:14:44 - mmengine - INFO - Epoch(val) [19][3400/6282] eta: 0:01:43 time: 0.0358 data_time: 0.0036 memory: 577 2022/08/07 04:14:45 - mmengine - INFO - Epoch(val) [19][3420/6282] eta: 0:01:42 time: 0.0360 data_time: 0.0037 memory: 577 2022/08/07 04:14:46 - mmengine - INFO - Epoch(val) [19][3440/6282] eta: 0:01:51 time: 0.0392 data_time: 0.0042 memory: 577 2022/08/07 04:14:46 - mmengine - INFO - Epoch(val) [19][3460/6282] eta: 0:01:57 time: 0.0416 data_time: 0.0039 memory: 577 2022/08/07 04:14:47 - mmengine - INFO - Epoch(val) [19][3480/6282] eta: 0:01:54 time: 0.0408 data_time: 0.0036 memory: 577 2022/08/07 04:14:48 - mmengine - INFO - Epoch(val) [19][3500/6282] eta: 0:01:44 time: 0.0375 data_time: 0.0045 memory: 577 2022/08/07 04:14:49 - mmengine - INFO - Epoch(val) [19][3520/6282] eta: 0:01:50 time: 0.0401 data_time: 0.0040 memory: 577 2022/08/07 04:14:50 - mmengine - INFO - Epoch(val) [19][3540/6282] eta: 0:01:48 time: 0.0395 data_time: 0.0037 memory: 577 2022/08/07 04:14:50 - mmengine - INFO - Epoch(val) [19][3560/6282] eta: 0:01:48 time: 0.0398 data_time: 0.0045 memory: 577 2022/08/07 04:14:51 - mmengine - INFO - Epoch(val) [19][3580/6282] eta: 0:01:46 time: 0.0393 data_time: 0.0054 memory: 598 2022/08/07 04:14:52 - mmengine - INFO - Epoch(val) [19][3600/6282] eta: 0:01:51 time: 0.0417 data_time: 0.0053 memory: 598 2022/08/07 04:14:53 - mmengine - INFO - Epoch(val) [19][3620/6282] eta: 0:01:52 time: 0.0421 data_time: 0.0044 memory: 598 2022/08/07 04:14:54 - mmengine - INFO - Epoch(val) [19][3640/6282] eta: 0:01:46 time: 0.0404 data_time: 0.0053 memory: 598 2022/08/07 04:14:55 - mmengine - INFO - Epoch(val) [19][3660/6282] eta: 0:01:47 time: 0.0409 data_time: 0.0042 memory: 598 2022/08/07 04:14:56 - mmengine - INFO - Epoch(val) [19][3680/6282] eta: 0:01:57 time: 0.0452 data_time: 0.0041 memory: 606 2022/08/07 04:14:57 - mmengine - INFO - Epoch(val) [19][3700/6282] eta: 0:01:56 time: 0.0453 data_time: 0.0061 memory: 606 2022/08/07 04:14:57 - mmengine - INFO - Epoch(val) [19][3720/6282] eta: 0:01:47 time: 0.0419 data_time: 0.0041 memory: 606 2022/08/07 04:14:58 - mmengine - INFO - Epoch(val) [19][3740/6282] eta: 0:01:47 time: 0.0423 data_time: 0.0042 memory: 606 2022/08/07 04:14:59 - mmengine - INFO - Epoch(val) [19][3760/6282] eta: 0:01:53 time: 0.0449 data_time: 0.0038 memory: 606 2022/08/07 04:15:00 - mmengine - INFO - Epoch(val) [19][3780/6282] eta: 0:01:42 time: 0.0410 data_time: 0.0039 memory: 606 2022/08/07 04:15:01 - mmengine - INFO - Epoch(val) [19][3800/6282] eta: 0:01:41 time: 0.0408 data_time: 0.0051 memory: 606 2022/08/07 04:15:02 - mmengine - INFO - Epoch(val) [19][3820/6282] eta: 0:03:04 time: 0.0750 data_time: 0.0033 memory: 606 2022/08/07 04:15:03 - mmengine - INFO - Epoch(val) [19][3840/6282] eta: 0:01:40 time: 0.0410 data_time: 0.0065 memory: 606 2022/08/07 04:15:04 - mmengine - INFO - Epoch(val) [19][3860/6282] eta: 0:01:34 time: 0.0390 data_time: 0.0029 memory: 606 2022/08/07 04:15:05 - mmengine - INFO - Epoch(val) [19][3880/6282] eta: 0:01:37 time: 0.0406 data_time: 0.0035 memory: 606 2022/08/07 04:15:06 - mmengine - INFO - Epoch(val) [19][3900/6282] eta: 0:01:37 time: 0.0409 data_time: 0.0055 memory: 606 2022/08/07 04:15:06 - mmengine - INFO - Epoch(val) [19][3920/6282] eta: 0:01:34 time: 0.0400 data_time: 0.0058 memory: 606 2022/08/07 04:15:07 - mmengine - INFO - Epoch(val) [19][3940/6282] eta: 0:01:28 time: 0.0379 data_time: 0.0033 memory: 606 2022/08/07 04:15:08 - mmengine - INFO - Epoch(val) [19][3960/6282] eta: 0:01:28 time: 0.0383 data_time: 0.0042 memory: 606 2022/08/07 04:15:09 - mmengine - INFO - Epoch(val) [19][3980/6282] eta: 0:01:27 time: 0.0379 data_time: 0.0037 memory: 606 2022/08/07 04:15:10 - mmengine - INFO - Epoch(val) [19][4000/6282] eta: 0:01:23 time: 0.0367 data_time: 0.0039 memory: 606 2022/08/07 04:15:10 - mmengine - INFO - Epoch(val) [19][4020/6282] eta: 0:01:34 time: 0.0417 data_time: 0.0046 memory: 606 2022/08/07 04:15:11 - mmengine - INFO - Epoch(val) [19][4040/6282] eta: 0:01:33 time: 0.0417 data_time: 0.0039 memory: 646 2022/08/07 04:15:12 - mmengine - INFO - Epoch(val) [19][4060/6282] eta: 0:01:43 time: 0.0466 data_time: 0.0071 memory: 646 2022/08/07 04:15:13 - mmengine - INFO - Epoch(val) [19][4080/6282] eta: 0:01:27 time: 0.0398 data_time: 0.0032 memory: 646 2022/08/07 04:15:14 - mmengine - INFO - Epoch(val) [19][4100/6282] eta: 0:01:40 time: 0.0460 data_time: 0.0048 memory: 646 2022/08/07 04:15:15 - mmengine - INFO - Epoch(val) [19][4120/6282] eta: 0:01:38 time: 0.0453 data_time: 0.0034 memory: 646 2022/08/07 04:15:16 - mmengine - INFO - Epoch(val) [19][4140/6282] eta: 0:01:36 time: 0.0448 data_time: 0.0054 memory: 646 2022/08/07 04:15:17 - mmengine - INFO - Epoch(val) [19][4160/6282] eta: 0:01:22 time: 0.0389 data_time: 0.0033 memory: 577 2022/08/07 04:15:17 - mmengine - INFO - Epoch(val) [19][4180/6282] eta: 0:01:22 time: 0.0393 data_time: 0.0043 memory: 577 2022/08/07 04:15:18 - mmengine - INFO - Epoch(val) [19][4200/6282] eta: 0:01:13 time: 0.0355 data_time: 0.0034 memory: 577 2022/08/07 04:15:19 - mmengine - INFO - Epoch(val) [19][4220/6282] eta: 0:01:18 time: 0.0379 data_time: 0.0038 memory: 577 2022/08/07 04:15:20 - mmengine - INFO - Epoch(val) [19][4240/6282] eta: 0:01:14 time: 0.0366 data_time: 0.0036 memory: 577 2022/08/07 04:15:20 - mmengine - INFO - Epoch(val) [19][4260/6282] eta: 0:01:17 time: 0.0382 data_time: 0.0045 memory: 576 2022/08/07 04:15:21 - mmengine - INFO - Epoch(val) [19][4280/6282] eta: 0:01:15 time: 0.0379 data_time: 0.0034 memory: 576 2022/08/07 04:15:22 - mmengine - INFO - Epoch(val) [19][4300/6282] eta: 0:02:06 time: 0.0637 data_time: 0.0034 memory: 576 2022/08/07 04:15:23 - mmengine - INFO - Epoch(val) [19][4320/6282] eta: 0:01:18 time: 0.0398 data_time: 0.0043 memory: 576 2022/08/07 04:15:24 - mmengine - INFO - Epoch(val) [19][4340/6282] eta: 0:01:09 time: 0.0359 data_time: 0.0039 memory: 576 2022/08/07 04:15:25 - mmengine - INFO - Epoch(val) [19][4360/6282] eta: 0:01:21 time: 0.0421 data_time: 0.0036 memory: 606 2022/08/07 04:15:26 - mmengine - INFO - Epoch(val) [19][4380/6282] eta: 0:01:21 time: 0.0427 data_time: 0.0061 memory: 606 2022/08/07 04:15:27 - mmengine - INFO - Epoch(val) [19][4400/6282] eta: 0:01:09 time: 0.0367 data_time: 0.0044 memory: 606 2022/08/07 04:15:27 - mmengine - INFO - Epoch(val) [19][4420/6282] eta: 0:01:18 time: 0.0422 data_time: 0.0038 memory: 606 2022/08/07 04:15:28 - mmengine - INFO - Epoch(val) [19][4440/6282] eta: 0:01:19 time: 0.0433 data_time: 0.0038 memory: 610 2022/08/07 04:15:29 - mmengine - INFO - Epoch(val) [19][4460/6282] eta: 0:01:12 time: 0.0396 data_time: 0.0039 memory: 610 2022/08/07 04:15:30 - mmengine - INFO - Epoch(val) [19][4480/6282] eta: 0:01:12 time: 0.0403 data_time: 0.0040 memory: 610 2022/08/07 04:15:31 - mmengine - INFO - Epoch(val) [19][4500/6282] eta: 0:01:17 time: 0.0436 data_time: 0.0055 memory: 610 2022/08/07 04:15:32 - mmengine - INFO - Epoch(val) [19][4520/6282] eta: 0:01:14 time: 0.0424 data_time: 0.0040 memory: 610 2022/08/07 04:15:32 - mmengine - INFO - Epoch(val) [19][4540/6282] eta: 0:01:04 time: 0.0372 data_time: 0.0041 memory: 579 2022/08/07 04:15:33 - mmengine - INFO - Epoch(val) [19][4560/6282] eta: 0:01:08 time: 0.0399 data_time: 0.0042 memory: 579 2022/08/07 04:15:34 - mmengine - INFO - Epoch(val) [19][4580/6282] eta: 0:01:06 time: 0.0392 data_time: 0.0036 memory: 579 2022/08/07 04:15:35 - mmengine - INFO - Epoch(val) [19][4600/6282] eta: 0:01:05 time: 0.0388 data_time: 0.0043 memory: 579 2022/08/07 04:15:36 - mmengine - INFO - Epoch(val) [19][4620/6282] eta: 0:01:02 time: 0.0375 data_time: 0.0046 memory: 579 2022/08/07 04:15:36 - mmengine - INFO - Epoch(val) [19][4640/6282] eta: 0:01:09 time: 0.0421 data_time: 0.0042 memory: 610 2022/08/07 04:15:37 - mmengine - INFO - Epoch(val) [19][4660/6282] eta: 0:01:09 time: 0.0427 data_time: 0.0057 memory: 610 2022/08/07 04:15:38 - mmengine - INFO - Epoch(val) [19][4680/6282] eta: 0:01:05 time: 0.0409 data_time: 0.0055 memory: 610 2022/08/07 04:15:39 - mmengine - INFO - Epoch(val) [19][4700/6282] eta: 0:01:03 time: 0.0400 data_time: 0.0034 memory: 610 2022/08/07 04:15:40 - mmengine - INFO - Epoch(val) [19][4720/6282] eta: 0:00:59 time: 0.0383 data_time: 0.0051 memory: 610 2022/08/07 04:15:41 - mmengine - INFO - Epoch(val) [19][4740/6282] eta: 0:00:57 time: 0.0376 data_time: 0.0049 memory: 590 2022/08/07 04:15:41 - mmengine - INFO - Epoch(val) [19][4760/6282] eta: 0:00:59 time: 0.0391 data_time: 0.0040 memory: 590 2022/08/07 04:15:43 - mmengine - INFO - Epoch(val) [19][4780/6282] eta: 0:01:29 time: 0.0595 data_time: 0.0044 memory: 590 2022/08/07 04:15:43 - mmengine - INFO - Epoch(val) [19][4800/6282] eta: 0:00:59 time: 0.0402 data_time: 0.0034 memory: 590 2022/08/07 04:15:44 - mmengine - INFO - Epoch(val) [19][4820/6282] eta: 0:00:56 time: 0.0384 data_time: 0.0045 memory: 606 2022/08/07 04:15:45 - mmengine - INFO - Epoch(val) [19][4840/6282] eta: 0:00:59 time: 0.0412 data_time: 0.0040 memory: 606 2022/08/07 04:15:46 - mmengine - INFO - Epoch(val) [19][4860/6282] eta: 0:01:00 time: 0.0422 data_time: 0.0053 memory: 606 2022/08/07 04:15:47 - mmengine - INFO - Epoch(val) [19][4880/6282] eta: 0:00:58 time: 0.0415 data_time: 0.0039 memory: 606 2022/08/07 04:15:48 - mmengine - INFO - Epoch(val) [19][4900/6282] eta: 0:00:58 time: 0.0423 data_time: 0.0043 memory: 606 2022/08/07 04:15:48 - mmengine - INFO - Epoch(val) [19][4920/6282] eta: 0:00:58 time: 0.0431 data_time: 0.0061 memory: 608 2022/08/07 04:15:49 - mmengine - INFO - Epoch(val) [19][4940/6282] eta: 0:00:55 time: 0.0417 data_time: 0.0034 memory: 608 2022/08/07 04:15:50 - mmengine - INFO - Epoch(val) [19][4960/6282] eta: 0:00:57 time: 0.0433 data_time: 0.0055 memory: 608 2022/08/07 04:15:51 - mmengine - INFO - Epoch(val) [19][4980/6282] eta: 0:00:54 time: 0.0418 data_time: 0.0043 memory: 608 2022/08/07 04:15:52 - mmengine - INFO - Epoch(val) [19][5000/6282] eta: 0:00:53 time: 0.0420 data_time: 0.0052 memory: 608 2022/08/07 04:15:53 - mmengine - INFO - Epoch(val) [19][5020/6282] eta: 0:00:52 time: 0.0414 data_time: 0.0046 memory: 608 2022/08/07 04:15:53 - mmengine - INFO - Epoch(val) [19][5040/6282] eta: 0:00:45 time: 0.0363 data_time: 0.0030 memory: 579 2022/08/07 04:15:54 - mmengine - INFO - Epoch(val) [19][5060/6282] eta: 0:00:49 time: 0.0408 data_time: 0.0044 memory: 579 2022/08/07 04:15:55 - mmengine - INFO - Epoch(val) [19][5080/6282] eta: 0:00:51 time: 0.0430 data_time: 0.0039 memory: 579 2022/08/07 04:15:56 - mmengine - INFO - Epoch(val) [19][5100/6282] eta: 0:00:47 time: 0.0403 data_time: 0.0034 memory: 579 2022/08/07 04:15:57 - mmengine - INFO - Epoch(val) [19][5120/6282] eta: 0:00:44 time: 0.0387 data_time: 0.0039 memory: 579 2022/08/07 04:15:57 - mmengine - INFO - Epoch(val) [19][5140/6282] eta: 0:00:43 time: 0.0377 data_time: 0.0049 memory: 577 2022/08/07 04:15:58 - mmengine - INFO - Epoch(val) [19][5160/6282] eta: 0:00:44 time: 0.0392 data_time: 0.0036 memory: 577 2022/08/07 04:15:59 - mmengine - INFO - Epoch(val) [19][5180/6282] eta: 0:00:43 time: 0.0396 data_time: 0.0026 memory: 577 2022/08/07 04:16:00 - mmengine - INFO - Epoch(val) [19][5200/6282] eta: 0:00:44 time: 0.0409 data_time: 0.0031 memory: 577 2022/08/07 04:16:01 - mmengine - INFO - Epoch(val) [19][5220/6282] eta: 0:00:39 time: 0.0372 data_time: 0.0043 memory: 577 2022/08/07 04:16:02 - mmengine - INFO - Epoch(val) [19][5240/6282] eta: 0:00:40 time: 0.0392 data_time: 0.0034 memory: 576 2022/08/07 04:16:03 - mmengine - INFO - Epoch(val) [19][5260/6282] eta: 0:01:07 time: 0.0662 data_time: 0.0034 memory: 576 2022/08/07 04:16:04 - mmengine - INFO - Epoch(val) [19][5280/6282] eta: 0:00:38 time: 0.0381 data_time: 0.0049 memory: 576 2022/08/07 04:16:04 - mmengine - INFO - Epoch(val) [19][5300/6282] eta: 0:00:37 time: 0.0378 data_time: 0.0039 memory: 576 2022/08/07 04:16:05 - mmengine - INFO - Epoch(val) [19][5320/6282] eta: 0:00:40 time: 0.0421 data_time: 0.0053 memory: 577 2022/08/07 04:16:06 - mmengine - INFO - Epoch(val) [19][5340/6282] eta: 0:00:38 time: 0.0406 data_time: 0.0036 memory: 577 2022/08/07 04:16:07 - mmengine - INFO - Epoch(val) [19][5360/6282] eta: 0:00:36 time: 0.0401 data_time: 0.0055 memory: 577 2022/08/07 04:16:08 - mmengine - INFO - Epoch(val) [19][5380/6282] eta: 0:00:37 time: 0.0414 data_time: 0.0049 memory: 577 2022/08/07 04:16:09 - mmengine - INFO - Epoch(val) [19][5400/6282] eta: 0:00:38 time: 0.0436 data_time: 0.0038 memory: 577 2022/08/07 04:16:10 - mmengine - INFO - Epoch(val) [19][5420/6282] eta: 0:00:36 time: 0.0420 data_time: 0.0035 memory: 577 2022/08/07 04:16:10 - mmengine - INFO - Epoch(val) [19][5440/6282] eta: 0:00:38 time: 0.0456 data_time: 0.0051 memory: 577 2022/08/07 04:16:11 - mmengine - INFO - Epoch(val) [19][5460/6282] eta: 0:00:32 time: 0.0401 data_time: 0.0036 memory: 577 2022/08/07 04:16:12 - mmengine - INFO - Epoch(val) [19][5480/6282] eta: 0:00:33 time: 0.0417 data_time: 0.0039 memory: 577 2022/08/07 04:16:13 - mmengine - INFO - Epoch(val) [19][5500/6282] eta: 0:00:30 time: 0.0390 data_time: 0.0029 memory: 577 2022/08/07 04:16:14 - mmengine - INFO - Epoch(val) [19][5520/6282] eta: 0:00:31 time: 0.0415 data_time: 0.0043 memory: 588 2022/08/07 04:16:15 - mmengine - INFO - Epoch(val) [19][5540/6282] eta: 0:00:29 time: 0.0399 data_time: 0.0031 memory: 588 2022/08/07 04:16:15 - mmengine - INFO - Epoch(val) [19][5560/6282] eta: 0:00:27 time: 0.0376 data_time: 0.0044 memory: 588 2022/08/07 04:16:16 - mmengine - INFO - Epoch(val) [19][5580/6282] eta: 0:00:28 time: 0.0403 data_time: 0.0044 memory: 588 2022/08/07 04:16:17 - mmengine - INFO - Epoch(val) [19][5600/6282] eta: 0:00:27 time: 0.0402 data_time: 0.0047 memory: 588 2022/08/07 04:16:18 - mmengine - INFO - Epoch(val) [19][5620/6282] eta: 0:00:27 time: 0.0413 data_time: 0.0041 memory: 588 2022/08/07 04:16:19 - mmengine - INFO - Epoch(val) [19][5640/6282] eta: 0:00:25 time: 0.0392 data_time: 0.0035 memory: 577 2022/08/07 04:16:19 - mmengine - INFO - Epoch(val) [19][5660/6282] eta: 0:00:21 time: 0.0343 data_time: 0.0040 memory: 577 2022/08/07 04:16:20 - mmengine - INFO - Epoch(val) [19][5680/6282] eta: 0:00:22 time: 0.0377 data_time: 0.0036 memory: 577 2022/08/07 04:16:21 - mmengine - INFO - Epoch(val) [19][5700/6282] eta: 0:00:23 time: 0.0408 data_time: 0.0038 memory: 577 2022/08/07 04:16:22 - mmengine - INFO - Epoch(val) [19][5720/6282] eta: 0:00:37 time: 0.0668 data_time: 0.0049 memory: 594 2022/08/07 04:16:23 - mmengine - INFO - Epoch(val) [19][5740/6282] eta: 0:00:21 time: 0.0388 data_time: 0.0037 memory: 594 2022/08/07 04:16:24 - mmengine - INFO - Epoch(val) [19][5760/6282] eta: 0:00:20 time: 0.0391 data_time: 0.0064 memory: 594 2022/08/07 04:16:25 - mmengine - INFO - Epoch(val) [19][5780/6282] eta: 0:00:20 time: 0.0409 data_time: 0.0037 memory: 594 2022/08/07 04:16:26 - mmengine - INFO - Epoch(val) [19][5800/6282] eta: 0:00:19 time: 0.0401 data_time: 0.0038 memory: 594 2022/08/07 04:16:26 - mmengine - INFO - Epoch(val) [19][5820/6282] eta: 0:00:19 time: 0.0426 data_time: 0.0041 memory: 594 2022/08/07 04:16:27 - mmengine - INFO - Epoch(val) [19][5840/6282] eta: 0:00:16 time: 0.0374 data_time: 0.0031 memory: 588 2022/08/07 04:16:28 - mmengine - INFO - Epoch(val) [19][5860/6282] eta: 0:00:15 time: 0.0376 data_time: 0.0041 memory: 588 2022/08/07 04:16:29 - mmengine - INFO - Epoch(val) [19][5880/6282] eta: 0:00:15 time: 0.0384 data_time: 0.0043 memory: 588 2022/08/07 04:16:30 - mmengine - INFO - Epoch(val) [19][5900/6282] eta: 0:00:16 time: 0.0434 data_time: 0.0046 memory: 588 2022/08/07 04:16:31 - mmengine - INFO - Epoch(val) [19][5920/6282] eta: 0:00:15 time: 0.0439 data_time: 0.0058 memory: 588 2022/08/07 04:16:31 - mmengine - INFO - Epoch(val) [19][5940/6282] eta: 0:00:14 time: 0.0410 data_time: 0.0039 memory: 577 2022/08/07 04:16:32 - mmengine - INFO - Epoch(val) [19][5960/6282] eta: 0:00:13 time: 0.0419 data_time: 0.0040 memory: 577 2022/08/07 04:16:33 - mmengine - INFO - Epoch(val) [19][5980/6282] eta: 0:00:12 time: 0.0406 data_time: 0.0046 memory: 577 2022/08/07 04:16:34 - mmengine - INFO - Epoch(val) [19][6000/6282] eta: 0:00:13 time: 0.0472 data_time: 0.0070 memory: 606 2022/08/07 04:16:35 - mmengine - INFO - Epoch(val) [19][6020/6282] eta: 0:00:11 time: 0.0438 data_time: 0.0057 memory: 606 2022/08/07 04:16:36 - mmengine - INFO - Epoch(val) [19][6040/6282] eta: 0:00:09 time: 0.0401 data_time: 0.0035 memory: 606 2022/08/07 04:16:37 - mmengine - INFO - Epoch(val) [19][6060/6282] eta: 0:00:09 time: 0.0423 data_time: 0.0044 memory: 606 2022/08/07 04:16:37 - mmengine - INFO - Epoch(val) [19][6080/6282] eta: 0:00:07 time: 0.0389 data_time: 0.0038 memory: 606 2022/08/07 04:16:38 - mmengine - INFO - Epoch(val) [19][6100/6282] eta: 0:00:07 time: 0.0415 data_time: 0.0037 memory: 606 2022/08/07 04:16:39 - mmengine - INFO - Epoch(val) [19][6120/6282] eta: 0:00:06 time: 0.0389 data_time: 0.0033 memory: 606 2022/08/07 04:16:40 - mmengine - INFO - Epoch(val) [19][6140/6282] eta: 0:00:05 time: 0.0421 data_time: 0.0044 memory: 606 2022/08/07 04:16:41 - mmengine - INFO - Epoch(val) [19][6160/6282] eta: 0:00:04 time: 0.0382 data_time: 0.0053 memory: 606 2022/08/07 04:16:41 - mmengine - INFO - Epoch(val) [19][6180/6282] eta: 0:00:03 time: 0.0301 data_time: 0.0026 memory: 606 2022/08/07 04:16:42 - mmengine - INFO - Epoch(val) [19][6200/6282] eta: 0:00:02 time: 0.0346 data_time: 0.0016 memory: 606 2022/08/07 04:16:42 - mmengine - INFO - Epoch(val) [19][6220/6282] eta: 0:00:01 time: 0.0203 data_time: 0.0013 memory: 606 2022/08/07 04:16:43 - mmengine - INFO - Epoch(val) [19][6240/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 04:16:43 - mmengine - INFO - Epoch(val) [19][6260/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 04:16:44 - mmengine - INFO - Epoch(val) [19][6280/6282] eta: 0:00:00 time: 0.0198 data_time: 0.0012 memory: 606 2022/08/07 04:20:15 - mmengine - INFO - Epoch(val) [19][6282/6282] mAP/mAP@0.5IOU: 0.2076 2022/08/07 04:20:23 - mmengine - INFO - Epoch(train) [20][20/1441] lr: 2.0000e-03 eta: 0:09:21 time: 0.3970 data_time: 0.0458 memory: 8503 grad_norm: 0.1339 recall@thr=0.5: 0.6934 prec@thr=0.5: 0.8158 recall@top3: 0.8294 prec@top3: 0.6053 recall@top5: 0.9649 prec@top5: 0.4474 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 04:20:30 - mmengine - INFO - Epoch(train) [20][40/1441] lr: 2.0000e-03 eta: 0:09:13 time: 0.3685 data_time: 0.0157 memory: 8503 grad_norm: 0.1294 recall@thr=0.5: 0.7403 prec@thr=0.5: 0.8101 recall@top3: 0.8217 prec@top3: 0.7442 recall@top5: 0.9419 prec@top5: 0.5256 loss_action_cls: 0.0330 loss: 0.0330 2022/08/07 04:20:39 - mmengine - INFO - Epoch(train) [20][60/1441] lr: 2.0000e-03 eta: 0:09:05 time: 0.4167 data_time: 0.0207 memory: 8503 grad_norm: 0.1320 recall@thr=0.5: 0.7121 prec@thr=0.5: 0.7576 recall@top3: 0.8227 prec@top3: 0.5818 recall@top5: 0.8818 prec@top5: 0.3818 loss_action_cls: 0.0365 loss: 0.0365 2022/08/07 04:20:46 - mmengine - INFO - Epoch(train) [20][80/1441] lr: 2.0000e-03 eta: 0:08:57 time: 0.3669 data_time: 0.0169 memory: 8503 grad_norm: 0.1310 recall@thr=0.5: 0.7570 prec@thr=0.5: 0.7644 recall@top3: 0.7652 prec@top3: 0.6593 recall@top5: 0.9289 prec@top5: 0.4889 loss_action_cls: 0.0326 loss: 0.0326 2022/08/07 04:20:54 - mmengine - INFO - Epoch(train) [20][100/1441] lr: 2.0000e-03 eta: 0:08:49 time: 0.3999 data_time: 0.0203 memory: 8503 grad_norm: 0.1339 recall@thr=0.5: 0.7888 prec@thr=0.5: 0.7151 recall@top3: 0.8256 prec@top3: 0.6667 recall@top5: 0.9147 prec@top5: 0.4558 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 04:21:01 - mmengine - INFO - Epoch(train) [20][120/1441] lr: 2.0000e-03 eta: 0:08:41 time: 0.3689 data_time: 0.0167 memory: 8503 grad_norm: 0.1354 recall@thr=0.5: 0.7624 prec@thr=0.5: 0.8227 recall@top3: 0.8128 prec@top3: 0.6170 recall@top5: 0.9433 prec@top5: 0.4426 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 04:21:09 - mmengine - INFO - Epoch(train) [20][140/1441] lr: 2.0000e-03 eta: 0:08:34 time: 0.3811 data_time: 0.0198 memory: 8503 grad_norm: 0.1327 recall@thr=0.5: 0.7351 prec@thr=0.5: 0.8090 recall@top3: 0.8330 prec@top3: 0.7361 recall@top5: 0.9708 prec@top5: 0.5292 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 04:21:17 - mmengine - INFO - Epoch(train) [20][160/1441] lr: 2.0000e-03 eta: 0:08:26 time: 0.3984 data_time: 0.0180 memory: 8503 grad_norm: 0.1305 recall@thr=0.5: 0.7255 prec@thr=0.5: 0.7484 recall@top3: 0.7778 prec@top3: 0.5882 recall@top5: 0.8807 prec@top5: 0.4157 loss_action_cls: 0.0364 loss: 0.0364 2022/08/07 04:21:25 - mmengine - INFO - Epoch(train) [20][180/1441] lr: 2.0000e-03 eta: 0:08:18 time: 0.3841 data_time: 0.0201 memory: 8503 grad_norm: 0.1328 recall@thr=0.5: 0.7442 prec@thr=0.5: 0.8713 recall@top3: 0.8353 prec@top3: 0.7364 recall@top5: 0.9554 prec@top5: 0.5209 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 04:21:32 - mmengine - INFO - Epoch(train) [20][200/1441] lr: 2.0000e-03 eta: 0:08:10 time: 0.3672 data_time: 0.0172 memory: 8503 grad_norm: 0.1323 recall@thr=0.5: 0.7847 prec@thr=0.5: 0.7755 recall@top3: 0.8241 prec@top3: 0.6944 recall@top5: 0.9583 prec@top5: 0.4778 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 04:21:40 - mmengine - INFO - Epoch(train) [20][220/1441] lr: 2.0000e-03 eta: 0:08:02 time: 0.3959 data_time: 0.0215 memory: 8503 grad_norm: 0.1317 recall@thr=0.5: 0.8088 prec@thr=0.5: 0.8382 recall@top3: 0.8431 prec@top3: 0.6373 recall@top5: 0.9559 prec@top5: 0.4471 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 04:21:47 - mmengine - INFO - Epoch(train) [20][240/1441] lr: 2.0000e-03 eta: 0:07:54 time: 0.3706 data_time: 0.0166 memory: 8503 grad_norm: 0.1309 recall@thr=0.5: 0.7934 prec@thr=0.5: 0.7934 recall@top3: 0.8368 prec@top3: 0.6667 recall@top5: 0.9375 prec@top5: 0.4500 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 04:21:56 - mmengine - INFO - Epoch(train) [20][260/1441] lr: 2.0000e-03 eta: 0:07:46 time: 0.4221 data_time: 0.0276 memory: 8503 grad_norm: 0.1333 recall@thr=0.5: 0.7500 prec@thr=0.5: 0.8630 recall@top3: 0.8037 prec@top3: 0.7333 recall@top5: 0.9444 prec@top5: 0.5333 loss_action_cls: 0.0383 loss: 0.0383 2022/08/07 04:22:03 - mmengine - INFO - Epoch(train) [20][280/1441] lr: 2.0000e-03 eta: 0:07:38 time: 0.3778 data_time: 0.0192 memory: 8503 grad_norm: 0.1273 recall@thr=0.5: 0.6624 prec@thr=0.5: 0.7607 recall@top3: 0.7500 prec@top3: 0.5983 recall@top5: 0.8462 prec@top5: 0.4103 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 04:22:11 - mmengine - INFO - Epoch(train) [20][300/1441] lr: 2.0000e-03 eta: 0:07:30 time: 0.3976 data_time: 0.0259 memory: 8503 grad_norm: 0.1275 recall@thr=0.5: 0.8413 prec@thr=0.5: 0.8952 recall@top3: 0.8988 prec@top3: 0.7143 recall@top5: 0.9921 prec@top5: 0.4857 loss_action_cls: 0.0322 loss: 0.0322 2022/08/07 04:22:19 - mmengine - INFO - Epoch(train) [20][320/1441] lr: 2.0000e-03 eta: 0:07:22 time: 0.3993 data_time: 0.0181 memory: 8503 grad_norm: 0.1351 recall@thr=0.5: 0.7276 prec@thr=0.5: 0.7138 recall@top3: 0.7927 prec@top3: 0.5528 recall@top5: 0.8862 prec@top5: 0.3805 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 04:22:27 - mmengine - INFO - Epoch(train) [20][340/1441] lr: 2.0000e-03 eta: 0:07:14 time: 0.3913 data_time: 0.0214 memory: 8503 grad_norm: 0.1324 recall@thr=0.5: 0.7151 prec@thr=0.5: 0.7636 recall@top3: 0.8023 prec@top3: 0.7364 recall@top5: 0.9186 prec@top5: 0.5116 loss_action_cls: 0.0352 loss: 0.0352 2022/08/07 04:22:35 - mmengine - INFO - Epoch(train) [20][360/1441] lr: 2.0000e-03 eta: 0:07:07 time: 0.3923 data_time: 0.0206 memory: 8503 grad_norm: 0.1310 recall@thr=0.5: 0.8780 prec@thr=0.5: 0.8720 recall@top3: 0.9004 prec@top3: 0.6585 recall@top5: 1.0000 prec@top5: 0.4439 loss_action_cls: 0.0340 loss: 0.0340 2022/08/07 04:22:43 - mmengine - INFO - Epoch(train) [20][380/1441] lr: 2.0000e-03 eta: 0:06:59 time: 0.3972 data_time: 0.0224 memory: 8503 grad_norm: 0.1348 recall@thr=0.5: 0.8090 prec@thr=0.5: 0.7378 recall@top3: 0.8299 prec@top3: 0.6250 recall@top5: 0.9549 prec@top5: 0.4375 loss_action_cls: 0.0339 loss: 0.0339 2022/08/07 04:22:50 - mmengine - INFO - Epoch(train) [20][400/1441] lr: 2.0000e-03 eta: 0:06:51 time: 0.3701 data_time: 0.0186 memory: 8503 grad_norm: 0.1349 recall@thr=0.5: 0.7869 prec@thr=0.5: 0.8862 recall@top3: 0.8526 prec@top3: 0.7308 recall@top5: 0.9647 prec@top5: 0.5115 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 04:22:59 - mmengine - INFO - Epoch(train) [20][420/1441] lr: 2.0000e-03 eta: 0:06:43 time: 0.4269 data_time: 0.0228 memory: 8503 grad_norm: 0.1301 recall@thr=0.5: 0.6426 prec@thr=0.5: 0.7248 recall@top3: 0.7566 prec@top3: 0.5969 recall@top5: 0.8651 prec@top5: 0.4233 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 04:23:06 - mmengine - INFO - Epoch(train) [20][440/1441] lr: 2.0000e-03 eta: 0:06:35 time: 0.3753 data_time: 0.0231 memory: 8503 grad_norm: 0.1283 recall@thr=0.5: 0.7708 prec@thr=0.5: 0.8914 recall@top3: 0.8601 prec@top3: 0.7321 recall@top5: 0.9375 prec@top5: 0.4821 loss_action_cls: 0.0375 loss: 0.0375 2022/08/07 04:23:15 - mmengine - INFO - Epoch(train) [20][460/1441] lr: 2.0000e-03 eta: 0:06:27 time: 0.4174 data_time: 0.0219 memory: 8503 grad_norm: 0.1338 recall@thr=0.5: 0.7606 prec@thr=0.5: 0.7866 recall@top3: 0.7829 prec@top3: 0.7236 recall@top5: 0.9524 prec@top5: 0.5317 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 04:23:22 - mmengine - INFO - Epoch(train) [20][480/1441] lr: 2.0000e-03 eta: 0:06:19 time: 0.3711 data_time: 0.0148 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.6537 prec@thr=0.5: 0.7204 recall@top3: 0.7330 prec@top3: 0.6327 recall@top5: 0.9102 prec@top5: 0.4735 loss_action_cls: 0.0332 loss: 0.0332 2022/08/07 04:23:30 - mmengine - INFO - Epoch(train) [20][500/1441] lr: 2.0000e-03 eta: 0:06:11 time: 0.3757 data_time: 0.0227 memory: 8503 grad_norm: 0.1308 recall@thr=0.5: 0.8427 prec@thr=0.5: 0.8616 recall@top3: 0.8858 prec@top3: 0.7796 recall@top5: 0.9866 prec@top5: 0.5355 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 04:23:38 - mmengine - INFO - Epoch(train) [20][520/1441] lr: 2.0000e-03 eta: 0:06:03 time: 0.3972 data_time: 0.0161 memory: 8503 grad_norm: 0.1285 recall@thr=0.5: 0.7348 prec@thr=0.5: 0.7864 recall@top3: 0.8000 prec@top3: 0.6909 recall@top5: 0.9788 prec@top5: 0.5055 loss_action_cls: 0.0371 loss: 0.0371 2022/08/07 04:23:45 - mmengine - INFO - Epoch(train) [20][540/1441] lr: 2.0000e-03 eta: 0:05:55 time: 0.3865 data_time: 0.0214 memory: 8503 grad_norm: 0.1317 recall@thr=0.5: 0.7326 prec@thr=0.5: 0.7778 recall@top3: 0.8403 prec@top3: 0.6875 recall@top5: 0.9774 prec@top5: 0.4875 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 04:23:53 - mmengine - INFO - Epoch(train) [20][560/1441] lr: 2.0000e-03 eta: 0:05:48 time: 0.3777 data_time: 0.0175 memory: 8503 grad_norm: 0.1326 recall@thr=0.5: 0.7741 prec@thr=0.5: 0.8556 recall@top3: 0.8778 prec@top3: 0.7556 recall@top5: 0.9444 prec@top5: 0.4978 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 04:24:01 - mmengine - INFO - Epoch(train) [20][580/1441] lr: 2.0000e-03 eta: 0:05:40 time: 0.3807 data_time: 0.0208 memory: 8503 grad_norm: 0.1337 recall@thr=0.5: 0.6970 prec@thr=0.5: 0.7636 recall@top3: 0.7930 prec@top3: 0.6848 recall@top5: 0.8818 prec@top5: 0.4691 loss_action_cls: 0.0346 loss: 0.0346 2022/08/07 04:24:08 - mmengine - INFO - Epoch(train) [20][600/1441] lr: 2.0000e-03 eta: 0:05:32 time: 0.3699 data_time: 0.0168 memory: 8503 grad_norm: 0.1293 recall@thr=0.5: 0.6781 prec@thr=0.5: 0.7632 recall@top3: 0.8579 prec@top3: 0.6842 recall@top5: 0.9474 prec@top5: 0.4632 loss_action_cls: 0.0350 loss: 0.0350 2022/08/07 04:24:16 - mmengine - INFO - Epoch(train) [20][620/1441] lr: 2.0000e-03 eta: 0:05:24 time: 0.4067 data_time: 0.0198 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.7391 prec@thr=0.5: 0.8170 recall@top3: 0.9167 prec@top3: 0.6594 recall@top5: 0.9529 prec@top5: 0.4174 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 04:24:16 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 04:24:24 - mmengine - INFO - Epoch(train) [20][640/1441] lr: 2.0000e-03 eta: 0:05:16 time: 0.3866 data_time: 0.0166 memory: 8503 grad_norm: 0.1306 recall@thr=0.5: 0.6837 prec@thr=0.5: 0.8017 recall@top3: 0.8573 prec@top3: 0.7200 recall@top5: 0.9567 prec@top5: 0.5000 loss_action_cls: 0.0338 loss: 0.0338 2022/08/07 04:24:32 - mmengine - INFO - Epoch(train) [20][660/1441] lr: 2.0000e-03 eta: 0:05:08 time: 0.3904 data_time: 0.0213 memory: 8503 grad_norm: 0.1317 recall@thr=0.5: 0.7890 prec@thr=0.5: 0.8085 recall@top3: 0.8723 prec@top3: 0.6950 recall@top5: 0.9184 prec@top5: 0.4511 loss_action_cls: 0.0325 loss: 0.0325 2022/08/07 04:24:40 - mmengine - INFO - Epoch(train) [20][680/1441] lr: 2.0000e-03 eta: 0:05:00 time: 0.4236 data_time: 0.0197 memory: 8503 grad_norm: 0.1331 recall@thr=0.5: 0.7812 prec@thr=0.5: 0.8611 recall@top3: 0.8281 prec@top3: 0.7083 recall@top5: 0.9688 prec@top5: 0.5125 loss_action_cls: 0.0333 loss: 0.0333 2022/08/07 04:24:48 - mmengine - INFO - Epoch(train) [20][700/1441] lr: 2.0000e-03 eta: 0:04:52 time: 0.3848 data_time: 0.0196 memory: 8503 grad_norm: 0.1314 recall@thr=0.5: 0.6977 prec@thr=0.5: 0.7946 recall@top3: 0.8062 prec@top3: 0.6047 recall@top5: 0.8876 prec@top5: 0.4047 loss_action_cls: 0.0368 loss: 0.0368 2022/08/07 04:24:56 - mmengine - INFO - Epoch(train) [20][720/1441] lr: 2.0000e-03 eta: 0:04:44 time: 0.4036 data_time: 0.0184 memory: 8503 grad_norm: 0.1327 recall@thr=0.5: 0.7393 prec@thr=0.5: 0.7876 recall@top3: 0.8291 prec@top3: 0.7009 recall@top5: 0.9530 prec@top5: 0.4872 loss_action_cls: 0.0337 loss: 0.0337 2022/08/07 04:25:04 - mmengine - INFO - Epoch(train) [20][740/1441] lr: 2.0000e-03 eta: 0:04:36 time: 0.4025 data_time: 0.0263 memory: 8503 grad_norm: 0.1320 recall@thr=0.5: 0.8008 prec@thr=0.5: 0.8353 recall@top3: 0.8884 prec@top3: 0.6667 recall@top5: 0.9597 prec@top5: 0.4419 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 04:25:12 - mmengine - INFO - Epoch(train) [20][760/1441] lr: 2.0000e-03 eta: 0:04:28 time: 0.3842 data_time: 0.0161 memory: 8503 grad_norm: 0.1346 recall@thr=0.5: 0.8144 prec@thr=0.5: 0.8409 recall@top3: 0.8409 prec@top3: 0.6591 recall@top5: 0.9621 prec@top5: 0.4636 loss_action_cls: 0.0359 loss: 0.0359 2022/08/07 04:25:20 - mmengine - INFO - Epoch(train) [20][780/1441] lr: 2.0000e-03 eta: 0:04:21 time: 0.4146 data_time: 0.0230 memory: 8503 grad_norm: 0.1334 recall@thr=0.5: 0.7326 prec@thr=0.5: 0.8992 recall@top3: 0.8702 prec@top3: 0.7442 recall@top5: 0.9709 prec@top5: 0.5163 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 04:25:28 - mmengine - INFO - Epoch(train) [20][800/1441] lr: 2.0000e-03 eta: 0:04:13 time: 0.3953 data_time: 0.0219 memory: 8503 grad_norm: 0.1313 recall@thr=0.5: 0.6210 prec@thr=0.5: 0.6860 recall@top3: 0.7057 prec@top3: 0.5867 recall@top5: 0.9300 prec@top5: 0.4760 loss_action_cls: 0.0344 loss: 0.0344 2022/08/07 04:25:36 - mmengine - INFO - Epoch(train) [20][820/1441] lr: 2.0000e-03 eta: 0:04:05 time: 0.4211 data_time: 0.0202 memory: 8503 grad_norm: 0.1322 recall@thr=0.5: 0.7023 prec@thr=0.5: 0.8061 recall@top3: 0.7598 prec@top3: 0.6591 recall@top5: 0.8989 prec@top5: 0.4864 loss_action_cls: 0.0379 loss: 0.0379 2022/08/07 04:25:44 - mmengine - INFO - Epoch(train) [20][840/1441] lr: 2.0000e-03 eta: 0:03:57 time: 0.3843 data_time: 0.0179 memory: 8503 grad_norm: 0.1340 recall@thr=0.5: 0.8117 prec@thr=0.5: 0.8983 recall@top3: 0.9183 prec@top3: 0.7400 recall@top5: 0.9950 prec@top5: 0.4960 loss_action_cls: 0.0351 loss: 0.0351 2022/08/07 04:25:52 - mmengine - INFO - Epoch(train) [20][860/1441] lr: 2.0000e-03 eta: 0:03:49 time: 0.4218 data_time: 0.0209 memory: 8503 grad_norm: 0.1305 recall@thr=0.5: 0.7240 prec@thr=0.5: 0.8187 recall@top3: 0.7656 prec@top3: 0.6875 recall@top5: 0.9688 prec@top5: 0.5250 loss_action_cls: 0.0372 loss: 0.0372 2022/08/07 04:26:00 - mmengine - INFO - Epoch(train) [20][880/1441] lr: 2.0000e-03 eta: 0:03:41 time: 0.3945 data_time: 0.0189 memory: 8503 grad_norm: 0.1329 recall@thr=0.5: 0.7885 prec@thr=0.5: 0.7965 recall@top3: 0.8013 prec@top3: 0.6603 recall@top5: 0.9535 prec@top5: 0.4923 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 04:26:08 - mmengine - INFO - Epoch(train) [20][900/1441] lr: 2.0000e-03 eta: 0:03:33 time: 0.4097 data_time: 0.0221 memory: 8503 grad_norm: 0.1346 recall@thr=0.5: 0.7210 prec@thr=0.5: 0.8250 recall@top3: 0.8188 prec@top3: 0.6304 recall@top5: 0.9203 prec@top5: 0.4522 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 04:26:16 - mmengine - INFO - Epoch(train) [20][920/1441] lr: 2.0000e-03 eta: 0:03:25 time: 0.3976 data_time: 0.0198 memory: 8503 grad_norm: 0.1302 recall@thr=0.5: 0.7054 prec@thr=0.5: 0.7946 recall@top3: 0.8423 prec@top3: 0.6250 recall@top5: 0.9315 prec@top5: 0.4214 loss_action_cls: 0.0356 loss: 0.0356 2022/08/07 04:26:25 - mmengine - INFO - Epoch(train) [20][940/1441] lr: 2.0000e-03 eta: 0:03:17 time: 0.4152 data_time: 0.0212 memory: 8503 grad_norm: 0.1340 recall@thr=0.5: 0.8605 prec@thr=0.5: 0.8714 recall@top3: 0.8605 prec@top3: 0.7246 recall@top5: 0.9783 prec@top5: 0.5087 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 04:26:33 - mmengine - INFO - Epoch(train) [20][960/1441] lr: 2.0000e-03 eta: 0:03:10 time: 0.4042 data_time: 0.0172 memory: 8503 grad_norm: 0.1343 recall@thr=0.5: 0.6997 prec@thr=0.5: 0.6944 recall@top3: 0.8420 prec@top3: 0.6458 recall@top5: 0.9323 prec@top5: 0.4208 loss_action_cls: 0.0384 loss: 0.0384 2022/08/07 04:26:41 - mmengine - INFO - Epoch(train) [20][980/1441] lr: 2.0000e-03 eta: 0:03:02 time: 0.4160 data_time: 0.0220 memory: 8503 grad_norm: 0.1304 recall@thr=0.5: 0.6619 prec@thr=0.5: 0.7885 recall@top3: 0.7660 prec@top3: 0.6731 recall@top5: 0.9359 prec@top5: 0.4962 loss_action_cls: 0.0377 loss: 0.0377 2022/08/07 04:26:49 - mmengine - INFO - Epoch(train) [20][1000/1441] lr: 2.0000e-03 eta: 0:02:54 time: 0.3966 data_time: 0.0163 memory: 8503 grad_norm: 0.1324 recall@thr=0.5: 0.7833 prec@thr=0.5: 0.7738 recall@top3: 0.8714 prec@top3: 0.7429 recall@top5: 0.9833 prec@top5: 0.5257 loss_action_cls: 0.0361 loss: 0.0361 2022/08/07 04:26:58 - mmengine - INFO - Epoch(train) [20][1020/1441] lr: 2.0000e-03 eta: 0:02:46 time: 0.4312 data_time: 0.0286 memory: 8503 grad_norm: 0.1308 recall@thr=0.5: 0.6841 prec@thr=0.5: 0.7917 recall@top3: 0.8136 prec@top3: 0.6364 recall@top5: 0.9644 prec@top5: 0.4591 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 04:27:06 - mmengine - INFO - Epoch(train) [20][1040/1441] lr: 2.0000e-03 eta: 0:02:38 time: 0.4029 data_time: 0.0233 memory: 8503 grad_norm: 0.1291 recall@thr=0.5: 0.7181 prec@thr=0.5: 0.7639 recall@top3: 0.8521 prec@top3: 0.6875 recall@top5: 0.9896 prec@top5: 0.5042 loss_action_cls: 0.0343 loss: 0.0343 2022/08/07 04:27:14 - mmengine - INFO - Epoch(train) [20][1060/1441] lr: 2.0000e-03 eta: 0:02:30 time: 0.4301 data_time: 0.0202 memory: 8503 grad_norm: 0.1321 recall@thr=0.5: 0.7263 prec@thr=0.5: 0.7912 recall@top3: 0.8400 prec@top3: 0.7417 recall@top5: 0.9229 prec@top5: 0.5000 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 04:27:22 - mmengine - INFO - Epoch(train) [20][1080/1441] lr: 2.0000e-03 eta: 0:02:22 time: 0.3918 data_time: 0.0210 memory: 8503 grad_norm: 0.1331 recall@thr=0.5: 0.7683 prec@thr=0.5: 0.8873 recall@top3: 0.8417 prec@top3: 0.7381 recall@top5: 0.9456 prec@top5: 0.5143 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 04:27:30 - mmengine - INFO - Epoch(train) [20][1100/1441] lr: 2.0000e-03 eta: 0:02:14 time: 0.4090 data_time: 0.0181 memory: 8503 grad_norm: 0.1323 recall@thr=0.5: 0.8275 prec@thr=0.5: 0.8589 recall@top3: 0.8322 prec@top3: 0.7287 recall@top5: 0.9709 prec@top5: 0.5163 loss_action_cls: 0.0370 loss: 0.0370 2022/08/07 04:27:39 - mmengine - INFO - Epoch(train) [20][1120/1441] lr: 2.0000e-03 eta: 0:02:06 time: 0.4150 data_time: 0.0223 memory: 8503 grad_norm: 0.1312 recall@thr=0.5: 0.7330 prec@thr=0.5: 0.8448 recall@top3: 0.8408 prec@top3: 0.7908 recall@top5: 0.9725 prec@top5: 0.5608 loss_action_cls: 0.0367 loss: 0.0367 2022/08/07 04:27:47 - mmengine - INFO - Epoch(train) [20][1140/1441] lr: 2.0000e-03 eta: 0:01:58 time: 0.3954 data_time: 0.0182 memory: 8503 grad_norm: 0.1344 recall@thr=0.5: 0.7208 prec@thr=0.5: 0.7708 recall@top3: 0.8833 prec@top3: 0.5250 recall@top5: 0.9750 prec@top5: 0.3450 loss_action_cls: 0.0335 loss: 0.0335 2022/08/07 04:27:55 - mmengine - INFO - Epoch(train) [20][1160/1441] lr: 2.0000e-03 eta: 0:01:51 time: 0.4135 data_time: 0.0221 memory: 8503 grad_norm: 0.1342 recall@thr=0.5: 0.8399 prec@thr=0.5: 0.8562 recall@top3: 0.8709 prec@top3: 0.6928 recall@top5: 0.9673 prec@top5: 0.4863 loss_action_cls: 0.0386 loss: 0.0386 2022/08/07 04:28:03 - mmengine - INFO - Epoch(train) [20][1180/1441] lr: 2.0000e-03 eta: 0:01:43 time: 0.3905 data_time: 0.0174 memory: 8503 grad_norm: 0.1316 recall@thr=0.5: 0.8013 prec@thr=0.5: 0.8381 recall@top3: 0.8760 prec@top3: 0.7372 recall@top5: 0.9298 prec@top5: 0.4846 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 04:28:11 - mmengine - INFO - Epoch(train) [20][1200/1441] lr: 2.0000e-03 eta: 0:01:35 time: 0.3933 data_time: 0.0207 memory: 8503 grad_norm: 0.1328 recall@thr=0.5: 0.7122 prec@thr=0.5: 0.7708 recall@top3: 0.7949 prec@top3: 0.7202 recall@top5: 0.9271 prec@top5: 0.5143 loss_action_cls: 0.0357 loss: 0.0357 2022/08/07 04:28:19 - mmengine - INFO - Epoch(train) [20][1220/1441] lr: 2.0000e-03 eta: 0:01:27 time: 0.4274 data_time: 0.0201 memory: 8503 grad_norm: 0.1312 recall@thr=0.5: 0.7938 prec@thr=0.5: 0.8354 recall@top3: 0.7917 prec@top3: 0.7333 recall@top5: 0.9542 prec@top5: 0.5500 loss_action_cls: 0.0358 loss: 0.0358 2022/08/07 04:28:27 - mmengine - INFO - Epoch(train) [20][1240/1441] lr: 2.0000e-03 eta: 0:01:19 time: 0.3933 data_time: 0.0252 memory: 8503 grad_norm: 0.1321 recall@thr=0.5: 0.7428 prec@thr=0.5: 0.7614 recall@top3: 0.8739 prec@top3: 0.7121 recall@top5: 0.9583 prec@top5: 0.4909 loss_action_cls: 0.0363 loss: 0.0363 2022/08/07 04:28:35 - mmengine - INFO - Epoch(train) [20][1260/1441] lr: 2.0000e-03 eta: 0:01:11 time: 0.4062 data_time: 0.0194 memory: 8503 grad_norm: 0.1330 recall@thr=0.5: 0.8291 prec@thr=0.5: 0.8846 recall@top3: 0.8889 prec@top3: 0.7607 recall@top5: 0.9744 prec@top5: 0.5026 loss_action_cls: 0.0348 loss: 0.0348 2022/08/07 04:28:43 - mmengine - INFO - Epoch(train) [20][1280/1441] lr: 2.0000e-03 eta: 0:01:03 time: 0.3846 data_time: 0.0215 memory: 8503 grad_norm: 0.1286 recall@thr=0.5: 0.7054 prec@thr=0.5: 0.7907 recall@top3: 0.8062 prec@top3: 0.6822 recall@top5: 0.9457 prec@top5: 0.4884 loss_action_cls: 0.0341 loss: 0.0341 2022/08/07 04:28:51 - mmengine - INFO - Epoch(train) [20][1300/1441] lr: 2.0000e-03 eta: 0:00:55 time: 0.4176 data_time: 0.0186 memory: 8503 grad_norm: 0.1334 recall@thr=0.5: 0.8333 prec@thr=0.5: 0.8353 recall@top3: 0.9286 prec@top3: 0.7143 recall@top5: 0.9881 prec@top5: 0.4667 loss_action_cls: 0.0305 loss: 0.0305 2022/08/07 04:28:59 - mmengine - INFO - Epoch(train) [20][1320/1441] lr: 2.0000e-03 eta: 0:00:47 time: 0.4115 data_time: 0.0218 memory: 8503 grad_norm: 0.1287 recall@thr=0.5: 0.6918 prec@thr=0.5: 0.7260 recall@top3: 0.7302 prec@top3: 0.6836 recall@top5: 0.9099 prec@top5: 0.5186 loss_action_cls: 0.0353 loss: 0.0353 2022/08/07 04:29:07 - mmengine - INFO - Epoch(train) [20][1340/1441] lr: 2.0000e-03 eta: 0:00:39 time: 0.4016 data_time: 0.0261 memory: 8503 grad_norm: 0.1298 recall@thr=0.5: 0.7259 prec@thr=0.5: 0.7237 recall@top3: 0.8662 prec@top3: 0.6053 recall@top5: 0.9452 prec@top5: 0.4105 loss_action_cls: 0.0336 loss: 0.0336 2022/08/07 04:29:16 - mmengine - INFO - Epoch(train) [20][1360/1441] lr: 2.0000e-03 eta: 0:00:32 time: 0.4106 data_time: 0.0211 memory: 8503 grad_norm: 0.1309 recall@thr=0.5: 0.7712 prec@thr=0.5: 0.8485 recall@top3: 0.8417 prec@top3: 0.7424 recall@top5: 0.9470 prec@top5: 0.5227 loss_action_cls: 0.0354 loss: 0.0354 2022/08/07 04:29:23 - mmengine - INFO - Epoch(train) [20][1380/1441] lr: 2.0000e-03 eta: 0:00:24 time: 0.3836 data_time: 0.0185 memory: 8503 grad_norm: 0.1317 recall@thr=0.5: 0.7896 prec@thr=0.5: 0.8443 recall@top3: 0.8274 prec@top3: 0.6855 recall@top5: 0.9176 prec@top5: 0.4755 loss_action_cls: 0.0360 loss: 0.0360 2022/08/07 04:29:31 - mmengine - INFO - Epoch(train) [20][1400/1441] lr: 2.0000e-03 eta: 0:00:16 time: 0.3971 data_time: 0.0203 memory: 8503 grad_norm: 0.1307 recall@thr=0.5: 0.7658 prec@thr=0.5: 0.8477 recall@top3: 0.8161 prec@top3: 0.6149 recall@top5: 0.9353 prec@top5: 0.4276 loss_action_cls: 0.0319 loss: 0.0319 2022/08/07 04:29:39 - mmengine - INFO - Epoch(train) [20][1420/1441] lr: 2.0000e-03 eta: 0:00:08 time: 0.4104 data_time: 0.0165 memory: 8503 grad_norm: 0.1355 recall@thr=0.5: 0.7269 prec@thr=0.5: 0.8287 recall@top3: 0.8889 prec@top3: 0.7037 recall@top5: 0.9074 prec@top5: 0.4333 loss_action_cls: 0.0347 loss: 0.0347 2022/08/07 04:29:47 - mmengine - INFO - Epoch(train) [20][1440/1441] lr: 2.0000e-03 eta: 0:00:00 time: 0.3998 data_time: 0.0184 memory: 8503 grad_norm: 0.1307 recall@thr=0.5: 0.7528 prec@thr=0.5: 0.8208 recall@top3: 0.7629 prec@top3: 0.7044 recall@top5: 0.9585 prec@top5: 0.5358 loss_action_cls: 0.0369 loss: 0.0369 2022/08/07 04:29:48 - mmengine - INFO - Exp name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20220806_223023 2022/08/07 04:29:48 - mmengine - INFO - Epoch(train) [20][1441/1441] lr: 2.0000e-03 eta: 0:00:00 time: 0.3905 data_time: 0.0200 memory: 4495 grad_norm: 0.1321 recall@thr=0.5: 0.8148 prec@thr=0.5: 0.6975 recall@top3: 0.9259 prec@top3: 0.6420 recall@top5: 0.9630 prec@top5: 0.4000 loss_action_cls: 0.0366 loss: 0.0366 2022/08/07 04:29:48 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/08/07 04:29:54 - mmengine - INFO - Epoch(val) [20][20/6282] eta: 0:04:13 time: 0.0405 data_time: 0.0054 memory: 560 2022/08/07 04:29:55 - mmengine - INFO - Epoch(val) [20][40/6282] eta: 0:03:56 time: 0.0378 data_time: 0.0048 memory: 560 2022/08/07 04:29:56 - mmengine - INFO - Epoch(val) [20][60/6282] eta: 0:03:43 time: 0.0359 data_time: 0.0030 memory: 560 2022/08/07 04:29:57 - mmengine - INFO - Epoch(val) [20][80/6282] eta: 0:04:11 time: 0.0406 data_time: 0.0038 memory: 560 2022/08/07 04:29:58 - mmengine - INFO - Epoch(val) [20][100/6282] eta: 0:04:17 time: 0.0417 data_time: 0.0076 memory: 560 2022/08/07 04:29:58 - mmengine - INFO - Epoch(val) [20][120/6282] eta: 0:04:19 time: 0.0421 data_time: 0.0046 memory: 606 2022/08/07 04:29:59 - mmengine - INFO - Epoch(val) [20][140/6282] eta: 0:04:16 time: 0.0418 data_time: 0.0047 memory: 606 2022/08/07 04:30:00 - mmengine - INFO - Epoch(val) [20][160/6282] eta: 0:04:01 time: 0.0395 data_time: 0.0039 memory: 606 2022/08/07 04:30:01 - mmengine - INFO - Epoch(val) [20][180/6282] eta: 0:04:21 time: 0.0429 data_time: 0.0055 memory: 606 2022/08/07 04:30:03 - mmengine - INFO - Epoch(val) [20][200/6282] eta: 0:07:56 time: 0.0783 data_time: 0.0045 memory: 606 2022/08/07 04:30:03 - mmengine - INFO - Epoch(val) [20][220/6282] eta: 0:04:11 time: 0.0414 data_time: 0.0039 memory: 577 2022/08/07 04:30:04 - mmengine - INFO - Epoch(val) [20][240/6282] eta: 0:03:58 time: 0.0395 data_time: 0.0030 memory: 577 2022/08/07 04:30:05 - mmengine - INFO - Epoch(val) [20][260/6282] eta: 0:03:34 time: 0.0357 data_time: 0.0030 memory: 577 2022/08/07 04:30:06 - mmengine - INFO - Epoch(val) [20][280/6282] eta: 0:04:15 time: 0.0425 data_time: 0.0036 memory: 577 2022/08/07 04:30:07 - mmengine - INFO - Epoch(val) [20][300/6282] eta: 0:04:17 time: 0.0431 data_time: 0.0050 memory: 606 2022/08/07 04:30:08 - mmengine - INFO - Epoch(val) [20][320/6282] eta: 0:04:12 time: 0.0424 data_time: 0.0034 memory: 606 2022/08/07 04:30:08 - mmengine - INFO - Epoch(val) [20][340/6282] eta: 0:04:27 time: 0.0450 data_time: 0.0041 memory: 606 2022/08/07 04:30:09 - mmengine - INFO - Epoch(val) [20][360/6282] eta: 0:04:33 time: 0.0462 data_time: 0.0046 memory: 606 2022/08/07 04:30:10 - mmengine - INFO - Epoch(val) [20][380/6282] eta: 0:04:13 time: 0.0430 data_time: 0.0036 memory: 606 2022/08/07 04:30:11 - mmengine - INFO - Epoch(val) [20][400/6282] eta: 0:03:59 time: 0.0408 data_time: 0.0032 memory: 606 2022/08/07 04:30:12 - mmengine - INFO - Epoch(val) [20][420/6282] eta: 0:03:42 time: 0.0380 data_time: 0.0051 memory: 579 2022/08/07 04:30:13 - mmengine - INFO - Epoch(val) [20][440/6282] eta: 0:03:52 time: 0.0397 data_time: 0.0044 memory: 579 2022/08/07 04:30:14 - mmengine - INFO - Epoch(val) [20][460/6282] eta: 0:06:14 time: 0.0643 data_time: 0.0054 memory: 579 2022/08/07 04:30:15 - mmengine - INFO - Epoch(val) [20][480/6282] eta: 0:03:50 time: 0.0398 data_time: 0.0036 memory: 579 2022/08/07 04:30:16 - mmengine - INFO - Epoch(val) [20][500/6282] eta: 0:04:33 time: 0.0473 data_time: 0.0048 memory: 579 2022/08/07 04:30:17 - mmengine - INFO - Epoch(val) [20][520/6282] eta: 0:04:05 time: 0.0426 data_time: 0.0036 memory: 577 2022/08/07 04:30:18 - mmengine - INFO - Epoch(val) [20][540/6282] eta: 0:04:05 time: 0.0427 data_time: 0.0051 memory: 577 2022/08/07 04:30:18 - mmengine - INFO - Epoch(val) [20][560/6282] eta: 0:04:25 time: 0.0463 data_time: 0.0051 memory: 577 2022/08/07 04:30:19 - mmengine - INFO - Epoch(val) [20][580/6282] eta: 0:04:12 time: 0.0443 data_time: 0.0043 memory: 577 2022/08/07 04:30:20 - mmengine - INFO - Epoch(val) [20][600/6282] eta: 0:04:25 time: 0.0468 data_time: 0.0059 memory: 577 2022/08/07 04:30:21 - mmengine - INFO - Epoch(val) [20][620/6282] eta: 0:04:18 time: 0.0457 data_time: 0.0049 memory: 577 2022/08/07 04:30:22 - mmengine - INFO - Epoch(val) [20][640/6282] eta: 0:03:59 time: 0.0424 data_time: 0.0053 memory: 575 2022/08/07 04:30:23 - mmengine - INFO - Epoch(val) [20][660/6282] eta: 0:03:39 time: 0.0391 data_time: 0.0044 memory: 575 2022/08/07 04:30:24 - mmengine - INFO - Epoch(val) [20][680/6282] eta: 0:03:46 time: 0.0404 data_time: 0.0034 memory: 575 2022/08/07 04:30:25 - mmengine - INFO - Epoch(val) [20][700/6282] eta: 0:03:45 time: 0.0404 data_time: 0.0054 memory: 575 2022/08/07 04:30:25 - mmengine - INFO - Epoch(val) [20][720/6282] eta: 0:04:05 time: 0.0441 data_time: 0.0049 memory: 606 2022/08/07 04:30:26 - mmengine - INFO - Epoch(val) [20][740/6282] eta: 0:04:04 time: 0.0442 data_time: 0.0046 memory: 606 2022/08/07 04:30:27 - mmengine - INFO - Epoch(val) [20][760/6282] eta: 0:03:47 time: 0.0411 data_time: 0.0037 memory: 606 2022/08/07 04:30:28 - mmengine - INFO - Epoch(val) [20][780/6282] eta: 0:04:06 time: 0.0448 data_time: 0.0037 memory: 606 2022/08/07 04:30:29 - mmengine - INFO - Epoch(val) [20][800/6282] eta: 0:03:39 time: 0.0400 data_time: 0.0032 memory: 606 2022/08/07 04:30:30 - mmengine - INFO - Epoch(val) [20][820/6282] eta: 0:03:57 time: 0.0435 data_time: 0.0044 memory: 606 2022/08/07 04:30:31 - mmengine - INFO - Epoch(val) [20][840/6282] eta: 0:03:48 time: 0.0420 data_time: 0.0056 memory: 577 2022/08/07 04:30:32 - mmengine - INFO - Epoch(val) [20][860/6282] eta: 0:03:38 time: 0.0403 data_time: 0.0030 memory: 577 2022/08/07 04:30:32 - mmengine - INFO - Epoch(val) [20][880/6282] eta: 0:03:50 time: 0.0427 data_time: 0.0037 memory: 577 2022/08/07 04:30:34 - mmengine - INFO - Epoch(val) [20][900/6282] eta: 0:06:03 time: 0.0676 data_time: 0.0055 memory: 577 2022/08/07 04:30:35 - mmengine - INFO - Epoch(val) [20][920/6282] eta: 0:03:48 time: 0.0426 data_time: 0.0047 memory: 577 2022/08/07 04:30:35 - mmengine - INFO - Epoch(val) [20][940/6282] eta: 0:03:22 time: 0.0379 data_time: 0.0045 memory: 560 2022/08/07 04:30:36 - mmengine - INFO - Epoch(val) [20][960/6282] eta: 0:03:24 time: 0.0384 data_time: 0.0044 memory: 560 2022/08/07 04:30:37 - mmengine - INFO - Epoch(val) [20][980/6282] eta: 0:03:08 time: 0.0355 data_time: 0.0027 memory: 560 2022/08/07 04:30:38 - mmengine - INFO - Epoch(val) [20][1000/6282] eta: 0:03:44 time: 0.0426 data_time: 0.0047 memory: 560 2022/08/07 04:30:39 - mmengine - INFO - Epoch(val) [20][1020/6282] eta: 0:03:23 time: 0.0386 data_time: 0.0039 memory: 577 2022/08/07 04:30:39 - mmengine - INFO - Epoch(val) [20][1040/6282] eta: 0:03:34 time: 0.0410 data_time: 0.0051 memory: 577 2022/08/07 04:30:40 - mmengine - INFO - Epoch(val) [20][1060/6282] eta: 0:04:01 time: 0.0462 data_time: 0.0060 memory: 577 2022/08/07 04:30:41 - mmengine - INFO - Epoch(val) [20][1080/6282] eta: 0:03:54 time: 0.0450 data_time: 0.0047 memory: 577 2022/08/07 04:30:42 - mmengine - INFO - Epoch(val) [20][1100/6282] eta: 0:03:56 time: 0.0455 data_time: 0.0069 memory: 577 2022/08/07 04:30:43 - mmengine - INFO - Epoch(val) [20][1120/6282] eta: 0:04:04 time: 0.0474 data_time: 0.0054 memory: 577 2022/08/07 04:30:44 - mmengine - INFO - Epoch(val) [20][1140/6282] eta: 0:03:51 time: 0.0451 data_time: 0.0043 memory: 577 2022/08/07 04:30:45 - mmengine - INFO - Epoch(val) [20][1160/6282] eta: 0:03:45 time: 0.0440 data_time: 0.0049 memory: 577 2022/08/07 04:30:46 - mmengine - INFO - Epoch(val) [20][1180/6282] eta: 0:03:47 time: 0.0447 data_time: 0.0037 memory: 577 2022/08/07 04:30:47 - mmengine - INFO - Epoch(val) [20][1200/6282] eta: 0:03:44 time: 0.0442 data_time: 0.0039 memory: 577 2022/08/07 04:30:48 - mmengine - INFO - Epoch(val) [20][1220/6282] eta: 0:04:01 time: 0.0477 data_time: 0.0044 memory: 577 2022/08/07 04:30:49 - mmengine - INFO - Epoch(val) [20][1240/6282] eta: 0:03:58 time: 0.0472 data_time: 0.0035 memory: 606 2022/08/07 04:30:50 - mmengine - INFO - Epoch(val) [20][1260/6282] eta: 0:03:44 time: 0.0446 data_time: 0.0056 memory: 606 2022/08/07 04:30:50 - mmengine - INFO - Epoch(val) [20][1280/6282] eta: 0:03:18 time: 0.0397 data_time: 0.0040 memory: 606 2022/08/07 04:30:51 - mmengine - INFO - Epoch(val) [20][1300/6282] eta: 0:03:21 time: 0.0405 data_time: 0.0048 memory: 606 2022/08/07 04:30:52 - mmengine - INFO - Epoch(val) [20][1320/6282] eta: 0:03:27 time: 0.0418 data_time: 0.0045 memory: 606 2022/08/07 04:30:54 - mmengine - INFO - Epoch(val) [20][1340/6282] eta: 0:05:35 time: 0.0678 data_time: 0.0040 memory: 606 2022/08/07 04:30:54 - mmengine - INFO - Epoch(val) [20][1360/6282] eta: 0:03:26 time: 0.0419 data_time: 0.0041 memory: 606 2022/08/07 04:30:55 - mmengine - INFO - Epoch(val) [20][1380/6282] eta: 0:03:10 time: 0.0389 data_time: 0.0034 memory: 606 2022/08/07 04:30:56 - mmengine - INFO - Epoch(val) [20][1400/6282] eta: 0:03:08 time: 0.0386 data_time: 0.0044 memory: 606 2022/08/07 04:30:57 - mmengine - INFO - Epoch(val) [20][1420/6282] eta: 0:03:22 time: 0.0417 data_time: 0.0040 memory: 606 2022/08/07 04:30:58 - mmengine - INFO - Epoch(val) [20][1440/6282] eta: 0:03:13 time: 0.0399 data_time: 0.0031 memory: 606 2022/08/07 04:30:58 - mmengine - INFO - Epoch(val) [20][1460/6282] eta: 0:03:10 time: 0.0396 data_time: 0.0039 memory: 606 2022/08/07 04:30:59 - mmengine - INFO - Epoch(val) [20][1480/6282] eta: 0:03:09 time: 0.0396 data_time: 0.0043 memory: 606 2022/08/07 04:31:00 - mmengine - INFO - Epoch(val) [20][1500/6282] eta: 0:03:10 time: 0.0398 data_time: 0.0032 memory: 606 2022/08/07 04:31:01 - mmengine - INFO - Epoch(val) [20][1520/6282] eta: 0:03:03 time: 0.0385 data_time: 0.0034 memory: 650 2022/08/07 04:31:02 - mmengine - INFO - Epoch(val) [20][1540/6282] eta: 0:03:29 time: 0.0441 data_time: 0.0041 memory: 650 2022/08/07 04:31:03 - mmengine - INFO - Epoch(val) [20][1560/6282] eta: 0:03:26 time: 0.0437 data_time: 0.0043 memory: 650 2022/08/07 04:31:04 - mmengine - INFO - Epoch(val) [20][1580/6282] eta: 0:03:30 time: 0.0448 data_time: 0.0045 memory: 650 2022/08/07 04:31:04 - mmengine - INFO - Epoch(val) [20][1600/6282] eta: 0:03:14 time: 0.0416 data_time: 0.0034 memory: 650 2022/08/07 04:31:05 - mmengine - INFO - Epoch(val) [20][1620/6282] eta: 0:03:18 time: 0.0427 data_time: 0.0055 memory: 650 2022/08/07 04:31:06 - mmengine - INFO - Epoch(val) [20][1640/6282] eta: 0:03:01 time: 0.0390 data_time: 0.0050 memory: 606 2022/08/07 04:31:07 - mmengine - INFO - Epoch(val) [20][1660/6282] eta: 0:03:11 time: 0.0414 data_time: 0.0033 memory: 606 2022/08/07 04:31:08 - mmengine - INFO - Epoch(val) [20][1680/6282] eta: 0:03:19 time: 0.0433 data_time: 0.0051 memory: 606 2022/08/07 04:31:09 - mmengine - INFO - Epoch(val) [20][1700/6282] eta: 0:03:33 time: 0.0465 data_time: 0.0065 memory: 606 2022/08/07 04:31:10 - mmengine - INFO - Epoch(val) [20][1720/6282] eta: 0:03:28 time: 0.0458 data_time: 0.0071 memory: 606 2022/08/07 04:31:11 - mmengine - INFO - Epoch(val) [20][1740/6282] eta: 0:03:31 time: 0.0466 data_time: 0.0056 memory: 606 2022/08/07 04:31:12 - mmengine - INFO - Epoch(val) [20][1760/6282] eta: 0:03:20 time: 0.0444 data_time: 0.0055 memory: 606 2022/08/07 04:31:12 - mmengine - INFO - Epoch(val) [20][1780/6282] eta: 0:03:22 time: 0.0450 data_time: 0.0056 memory: 606 2022/08/07 04:31:14 - mmengine - INFO - Epoch(val) [20][1800/6282] eta: 0:04:56 time: 0.0660 data_time: 0.0053 memory: 606 2022/08/07 04:31:15 - mmengine - INFO - Epoch(val) [20][1820/6282] eta: 0:03:03 time: 0.0411 data_time: 0.0038 memory: 606 2022/08/07 04:31:15 - mmengine - INFO - Epoch(val) [20][1840/6282] eta: 0:03:07 time: 0.0422 data_time: 0.0054 memory: 606 2022/08/07 04:31:16 - mmengine - INFO - Epoch(val) [20][1860/6282] eta: 0:03:02 time: 0.0413 data_time: 0.0051 memory: 606 2022/08/07 04:31:17 - mmengine - INFO - Epoch(val) [20][1880/6282] eta: 0:03:06 time: 0.0423 data_time: 0.0035 memory: 606 2022/08/07 04:31:18 - mmengine - INFO - Epoch(val) [20][1900/6282] eta: 0:03:12 time: 0.0439 data_time: 0.0040 memory: 606 2022/08/07 04:31:19 - mmengine - INFO - Epoch(val) [20][1920/6282] eta: 0:03:15 time: 0.0449 data_time: 0.0047 memory: 606 2022/08/07 04:31:20 - mmengine - INFO - Epoch(val) [20][1940/6282] eta: 0:02:53 time: 0.0399 data_time: 0.0045 memory: 606 2022/08/07 04:31:21 - mmengine - INFO - Epoch(val) [20][1960/6282] eta: 0:02:47 time: 0.0387 data_time: 0.0047 memory: 579 2022/08/07 04:31:21 - mmengine - INFO - Epoch(val) [20][1980/6282] eta: 0:02:48 time: 0.0392 data_time: 0.0042 memory: 579 2022/08/07 04:31:22 - mmengine - INFO - Epoch(val) [20][2000/6282] eta: 0:02:46 time: 0.0390 data_time: 0.0038 memory: 579 2022/08/07 04:31:23 - mmengine - INFO - Epoch(val) [20][2020/6282] eta: 0:02:46 time: 0.0391 data_time: 0.0040 memory: 579 2022/08/07 04:31:24 - mmengine - INFO - Epoch(val) [20][2040/6282] eta: 0:02:54 time: 0.0411 data_time: 0.0055 memory: 579 2022/08/07 04:31:25 - mmengine - INFO - Epoch(val) [20][2060/6282] eta: 0:02:53 time: 0.0411 data_time: 0.0034 memory: 579 2022/08/07 04:31:25 - mmengine - INFO - Epoch(val) [20][2080/6282] eta: 0:02:42 time: 0.0387 data_time: 0.0039 memory: 579 2022/08/07 04:31:26 - mmengine - INFO - Epoch(val) [20][2100/6282] eta: 0:02:56 time: 0.0421 data_time: 0.0044 memory: 579 2022/08/07 04:31:27 - mmengine - INFO - Epoch(val) [20][2120/6282] eta: 0:02:44 time: 0.0396 data_time: 0.0084 memory: 579 2022/08/07 04:31:28 - mmengine - INFO - Epoch(val) [20][2140/6282] eta: 0:02:42 time: 0.0392 data_time: 0.0036 memory: 579 2022/08/07 04:31:29 - mmengine - INFO - Epoch(val) [20][2160/6282] eta: 0:02:42 time: 0.0394 data_time: 0.0037 memory: 577 2022/08/07 04:31:30 - mmengine - INFO - Epoch(val) [20][2180/6282] eta: 0:02:36 time: 0.0381 data_time: 0.0039 memory: 577 2022/08/07 04:31:30 - mmengine - INFO - Epoch(val) [20][2200/6282] eta: 0:02:30 time: 0.0369 data_time: 0.0042 memory: 577 2022/08/07 04:31:31 - mmengine - INFO - Epoch(val) [20][2220/6282] eta: 0:02:35 time: 0.0382 data_time: 0.0037 memory: 577 2022/08/07 04:31:32 - mmengine - INFO - Epoch(val) [20][2240/6282] eta: 0:02:30 time: 0.0373 data_time: 0.0042 memory: 577 2022/08/07 04:31:33 - mmengine - INFO - Epoch(val) [20][2260/6282] eta: 0:02:42 time: 0.0405 data_time: 0.0059 memory: 579 2022/08/07 04:31:34 - mmengine - INFO - Epoch(val) [20][2280/6282] eta: 0:04:18 time: 0.0645 data_time: 0.0036 memory: 579 2022/08/07 04:31:35 - mmengine - INFO - Epoch(val) [20][2300/6282] eta: 0:02:45 time: 0.0417 data_time: 0.0037 memory: 579 2022/08/07 04:31:36 - mmengine - INFO - Epoch(val) [20][2320/6282] eta: 0:02:40 time: 0.0405 data_time: 0.0046 memory: 579 2022/08/07 04:31:36 - mmengine - INFO - Epoch(val) [20][2340/6282] eta: 0:02:33 time: 0.0388 data_time: 0.0042 memory: 579 2022/08/07 04:31:37 - mmengine - INFO - Epoch(val) [20][2360/6282] eta: 0:02:47 time: 0.0427 data_time: 0.0053 memory: 577 2022/08/07 04:31:38 - mmengine - INFO - Epoch(val) [20][2380/6282] eta: 0:02:44 time: 0.0421 data_time: 0.0040 memory: 577 2022/08/07 04:31:39 - mmengine - INFO - Epoch(val) [20][2400/6282] eta: 0:02:49 time: 0.0437 data_time: 0.0060 memory: 577 2022/08/07 04:31:40 - mmengine - INFO - Epoch(val) [20][2420/6282] eta: 0:02:45 time: 0.0429 data_time: 0.0039 memory: 577 2022/08/07 04:31:41 - mmengine - INFO - Epoch(val) [20][2440/6282] eta: 0:02:51 time: 0.0447 data_time: 0.0053 memory: 577 2022/08/07 04:31:42 - mmengine - INFO - Epoch(val) [20][2460/6282] eta: 0:03:03 time: 0.0480 data_time: 0.0056 memory: 606 2022/08/07 04:31:43 - mmengine - INFO - Epoch(val) [20][2480/6282] eta: 0:02:48 time: 0.0444 data_time: 0.0048 memory: 606 2022/08/07 04:31:44 - mmengine - INFO - Epoch(val) [20][2500/6282] eta: 0:02:35 time: 0.0411 data_time: 0.0060 memory: 606 2022/08/07 04:31:44 - mmengine - INFO - Epoch(val) [20][2520/6282] eta: 0:02:26 time: 0.0389 data_time: 0.0035 memory: 606 2022/08/07 04:31:45 - mmengine - INFO - Epoch(val) [20][2540/6282] eta: 0:02:46 time: 0.0444 data_time: 0.0054 memory: 606 2022/08/07 04:31:46 - mmengine - INFO - Epoch(val) [20][2560/6282] eta: 0:02:35 time: 0.0418 data_time: 0.0039 memory: 606 2022/08/07 04:31:47 - mmengine - INFO - Epoch(val) [20][2580/6282] eta: 0:02:19 time: 0.0377 data_time: 0.0043 memory: 606 2022/08/07 04:31:48 - mmengine - INFO - Epoch(val) [20][2600/6282] eta: 0:02:31 time: 0.0410 data_time: 0.0046 memory: 606 2022/08/07 04:31:49 - mmengine - INFO - Epoch(val) [20][2620/6282] eta: 0:02:35 time: 0.0424 data_time: 0.0043 memory: 606 2022/08/07 04:31:49 - mmengine - INFO - Epoch(val) [20][2640/6282] eta: 0:02:26 time: 0.0403 data_time: 0.0053 memory: 606 2022/08/07 04:31:50 - mmengine - INFO - Epoch(val) [20][2660/6282] eta: 0:02:39 time: 0.0439 data_time: 0.0031 memory: 646 2022/08/07 04:31:51 - mmengine - INFO - Epoch(val) [20][2680/6282] eta: 0:02:37 time: 0.0438 data_time: 0.0045 memory: 646 2022/08/07 04:31:52 - mmengine - INFO - Epoch(val) [20][2700/6282] eta: 0:02:42 time: 0.0453 data_time: 0.0063 memory: 646 2022/08/07 04:31:53 - mmengine - INFO - Epoch(val) [20][2720/6282] eta: 0:02:28 time: 0.0418 data_time: 0.0039 memory: 646 2022/08/07 04:31:54 - mmengine - INFO - Epoch(val) [20][2740/6282] eta: 0:03:57 time: 0.0670 data_time: 0.0054 memory: 646 2022/08/07 04:31:55 - mmengine - INFO - Epoch(val) [20][2760/6282] eta: 0:02:28 time: 0.0422 data_time: 0.0067 memory: 579 2022/08/07 04:31:56 - mmengine - INFO - Epoch(val) [20][2780/6282] eta: 0:02:16 time: 0.0391 data_time: 0.0032 memory: 579 2022/08/07 04:31:57 - mmengine - INFO - Epoch(val) [20][2800/6282] eta: 0:02:12 time: 0.0380 data_time: 0.0051 memory: 579 2022/08/07 04:31:58 - mmengine - INFO - Epoch(val) [20][2820/6282] eta: 0:02:03 time: 0.0355 data_time: 0.0032 memory: 579 2022/08/07 04:31:58 - mmengine - INFO - Epoch(val) [20][2840/6282] eta: 0:02:12 time: 0.0385 data_time: 0.0045 memory: 579 2022/08/07 04:31:59 - mmengine - INFO - Epoch(val) [20][2860/6282] eta: 0:02:14 time: 0.0394 data_time: 0.0054 memory: 606 2022/08/07 04:32:00 - mmengine - INFO - Epoch(val) [20][2880/6282] eta: 0:02:14 time: 0.0395 data_time: 0.0038 memory: 606 2022/08/07 04:32:01 - mmengine - INFO - Epoch(val) [20][2900/6282] eta: 0:02:24 time: 0.0428 data_time: 0.0053 memory: 606 2022/08/07 04:32:02 - mmengine - INFO - Epoch(val) [20][2920/6282] eta: 0:02:19 time: 0.0414 data_time: 0.0049 memory: 606 2022/08/07 04:32:02 - mmengine - INFO - Epoch(val) [20][2940/6282] eta: 0:02:01 time: 0.0365 data_time: 0.0033 memory: 591 2022/08/07 04:32:03 - mmengine - INFO - Epoch(val) [20][2960/6282] eta: 0:02:03 time: 0.0371 data_time: 0.0036 memory: 591 2022/08/07 04:32:04 - mmengine - INFO - Epoch(val) [20][2980/6282] eta: 0:02:00 time: 0.0366 data_time: 0.0052 memory: 591 2022/08/07 04:32:05 - mmengine - INFO - Epoch(val) [20][3000/6282] eta: 0:02:05 time: 0.0383 data_time: 0.0042 memory: 591 2022/08/07 04:32:06 - mmengine - INFO - Epoch(val) [20][3020/6282] eta: 0:02:21 time: 0.0434 data_time: 0.0048 memory: 606 2022/08/07 04:32:06 - mmengine - INFO - Epoch(val) [20][3040/6282] eta: 0:02:11 time: 0.0406 data_time: 0.0061 memory: 606 2022/08/07 04:32:07 - mmengine - INFO - Epoch(val) [20][3060/6282] eta: 0:02:16 time: 0.0423 data_time: 0.0058 memory: 606 2022/08/07 04:32:08 - mmengine - INFO - Epoch(val) [20][3080/6282] eta: 0:02:18 time: 0.0434 data_time: 0.0053 memory: 606 2022/08/07 04:32:09 - mmengine - INFO - Epoch(val) [20][3100/6282] eta: 0:02:20 time: 0.0440 data_time: 0.0061 memory: 606 2022/08/07 04:32:10 - mmengine - INFO - Epoch(val) [20][3120/6282] eta: 0:02:06 time: 0.0399 data_time: 0.0039 memory: 579 2022/08/07 04:32:11 - mmengine - INFO - Epoch(val) [20][3140/6282] eta: 0:02:01 time: 0.0385 data_time: 0.0039 memory: 579 2022/08/07 04:32:11 - mmengine - INFO - Epoch(val) [20][3160/6282] eta: 0:02:00 time: 0.0386 data_time: 0.0041 memory: 579 2022/08/07 04:32:12 - mmengine - INFO - Epoch(val) [20][3180/6282] eta: 0:02:04 time: 0.0400 data_time: 0.0024 memory: 579 2022/08/07 04:32:13 - mmengine - INFO - Epoch(val) [20][3200/6282] eta: 0:02:11 time: 0.0426 data_time: 0.0053 memory: 606 2022/08/07 04:32:14 - mmengine - INFO - Epoch(val) [20][3220/6282] eta: 0:03:20 time: 0.0655 data_time: 0.0045 memory: 606 2022/08/07 04:32:15 - mmengine - INFO - Epoch(val) [20][3240/6282] eta: 0:02:09 time: 0.0425 data_time: 0.0037 memory: 606 2022/08/07 04:32:16 - mmengine - INFO - Epoch(val) [20][3260/6282] eta: 0:02:13 time: 0.0440 data_time: 0.0052 memory: 606 2022/08/07 04:32:17 - mmengine - INFO - Epoch(val) [20][3280/6282] eta: 0:01:56 time: 0.0388 data_time: 0.0024 memory: 606 2022/08/07 04:32:18 - mmengine - INFO - Epoch(val) [20][3300/6282] eta: 0:02:03 time: 0.0414 data_time: 0.0036 memory: 606 2022/08/07 04:32:19 - mmengine - INFO - Epoch(val) [20][3320/6282] eta: 0:02:06 time: 0.0428 data_time: 0.0060 memory: 606 2022/08/07 04:32:20 - mmengine - INFO - Epoch(val) [20][3340/6282] eta: 0:02:09 time: 0.0440 data_time: 0.0062 memory: 606 2022/08/07 04:32:20 - mmengine - INFO - Epoch(val) [20][3360/6282] eta: 0:01:59 time: 0.0410 data_time: 0.0038 memory: 606 2022/08/07 04:32:21 - mmengine - INFO - Epoch(val) [20][3380/6282] eta: 0:02:03 time: 0.0425 data_time: 0.0033 memory: 606 2022/08/07 04:32:22 - mmengine - INFO - Epoch(val) [20][3400/6282] eta: 0:01:58 time: 0.0411 data_time: 0.0022 memory: 577 2022/08/07 04:32:23 - mmengine - INFO - Epoch(val) [20][3420/6282] eta: 0:01:47 time: 0.0375 data_time: 0.0028 memory: 577 2022/08/07 04:32:24 - mmengine - INFO - Epoch(val) [20][3440/6282] eta: 0:01:57 time: 0.0413 data_time: 0.0035 memory: 577 2022/08/07 04:32:25 - mmengine - INFO - Epoch(val) [20][3460/6282] eta: 0:01:42 time: 0.0363 data_time: 0.0035 memory: 577 2022/08/07 04:32:25 - mmengine - INFO - Epoch(val) [20][3480/6282] eta: 0:01:46 time: 0.0379 data_time: 0.0032 memory: 577 2022/08/07 04:32:26 - mmengine - INFO - Epoch(val) [20][3500/6282] eta: 0:01:51 time: 0.0402 data_time: 0.0046 memory: 577 2022/08/07 04:32:27 - mmengine - INFO - Epoch(val) [20][3520/6282] eta: 0:01:47 time: 0.0390 data_time: 0.0053 memory: 577 2022/08/07 04:32:28 - mmengine - INFO - Epoch(val) [20][3540/6282] eta: 0:01:51 time: 0.0408 data_time: 0.0043 memory: 577 2022/08/07 04:32:29 - mmengine - INFO - Epoch(val) [20][3560/6282] eta: 0:01:55 time: 0.0425 data_time: 0.0041 memory: 577 2022/08/07 04:32:30 - mmengine - INFO - Epoch(val) [20][3580/6282] eta: 0:01:56 time: 0.0433 data_time: 0.0047 memory: 598 2022/08/07 04:32:30 - mmengine - INFO - Epoch(val) [20][3600/6282] eta: 0:01:56 time: 0.0436 data_time: 0.0039 memory: 598 2022/08/07 04:32:31 - mmengine - INFO - Epoch(val) [20][3620/6282] eta: 0:01:42 time: 0.0387 data_time: 0.0034 memory: 598 2022/08/07 04:32:32 - mmengine - INFO - Epoch(val) [20][3640/6282] eta: 0:01:51 time: 0.0424 data_time: 0.0054 memory: 598 2022/08/07 04:32:33 - mmengine - INFO - Epoch(val) [20][3660/6282] eta: 0:01:56 time: 0.0444 data_time: 0.0063 memory: 598 2022/08/07 04:32:34 - mmengine - INFO - Epoch(val) [20][3680/6282] eta: 0:02:59 time: 0.0688 data_time: 0.0036 memory: 606 2022/08/07 04:32:35 - mmengine - INFO - Epoch(val) [20][3700/6282] eta: 0:01:51 time: 0.0431 data_time: 0.0064 memory: 606 2022/08/07 04:32:36 - mmengine - INFO - Epoch(val) [20][3720/6282] eta: 0:01:51 time: 0.0434 data_time: 0.0051 memory: 606 2022/08/07 04:32:37 - mmengine - INFO - Epoch(val) [20][3740/6282] eta: 0:01:46 time: 0.0420 data_time: 0.0040 memory: 606 2022/08/07 04:32:38 - mmengine - INFO - Epoch(val) [20][3760/6282] eta: 0:01:42 time: 0.0405 data_time: 0.0028 memory: 606 2022/08/07 04:32:39 - mmengine - INFO - Epoch(val) [20][3780/6282] eta: 0:01:47 time: 0.0429 data_time: 0.0052 memory: 606 2022/08/07 04:32:40 - mmengine - INFO - Epoch(val) [20][3800/6282] eta: 0:01:45 time: 0.0427 data_time: 0.0054 memory: 606 2022/08/07 04:32:40 - mmengine - INFO - Epoch(val) [20][3820/6282] eta: 0:01:39 time: 0.0406 data_time: 0.0033 memory: 606 2022/08/07 04:32:41 - mmengine - INFO - Epoch(val) [20][3840/6282] eta: 0:01:41 time: 0.0417 data_time: 0.0047 memory: 606 2022/08/07 04:32:42 - mmengine - INFO - Epoch(val) [20][3860/6282] eta: 0:01:36 time: 0.0399 data_time: 0.0029 memory: 606 2022/08/07 04:32:43 - mmengine - INFO - Epoch(val) [20][3880/6282] eta: 0:01:37 time: 0.0407 data_time: 0.0048 memory: 606 2022/08/07 04:32:44 - mmengine - INFO - Epoch(val) [20][3900/6282] eta: 0:01:53 time: 0.0477 data_time: 0.0070 memory: 606 2022/08/07 04:32:45 - mmengine - INFO - Epoch(val) [20][3920/6282] eta: 0:01:33 time: 0.0398 data_time: 0.0060 memory: 606 2022/08/07 04:32:46 - mmengine - INFO - Epoch(val) [20][3940/6282] eta: 0:01:37 time: 0.0416 data_time: 0.0028 memory: 606 2022/08/07 04:32:46 - mmengine - INFO - Epoch(val) [20][3960/6282] eta: 0:01:28 time: 0.0379 data_time: 0.0046 memory: 606 2022/08/07 04:32:47 - mmengine - INFO - Epoch(val) [20][3980/6282] eta: 0:01:28 time: 0.0386 data_time: 0.0037 memory: 606 2022/08/07 04:32:48 - mmengine - INFO - Epoch(val) [20][4000/6282] eta: 0:01:30 time: 0.0396 data_time: 0.0040 memory: 606 2022/08/07 04:32:49 - mmengine - INFO - Epoch(val) [20][4020/6282] eta: 0:01:26 time: 0.0381 data_time: 0.0040 memory: 606 2022/08/07 04:32:50 - mmengine - INFO - Epoch(val) [20][4040/6282] eta: 0:01:34 time: 0.0421 data_time: 0.0038 memory: 646 2022/08/07 04:32:51 - mmengine - INFO - Epoch(val) [20][4060/6282] eta: 0:01:40 time: 0.0452 data_time: 0.0041 memory: 646 2022/08/07 04:32:51 - mmengine - INFO - Epoch(val) [20][4080/6282] eta: 0:01:43 time: 0.0471 data_time: 0.0042 memory: 646 2022/08/07 04:32:52 - mmengine - INFO - Epoch(val) [20][4100/6282] eta: 0:01:39 time: 0.0457 data_time: 0.0047 memory: 646 2022/08/07 04:32:54 - mmengine - INFO - Epoch(val) [20][4120/6282] eta: 0:02:31 time: 0.0699 data_time: 0.0047 memory: 646 2022/08/07 04:32:55 - mmengine - INFO - Epoch(val) [20][4140/6282] eta: 0:01:26 time: 0.0403 data_time: 0.0039 memory: 646 2022/08/07 04:32:55 - mmengine - INFO - Epoch(val) [20][4160/6282] eta: 0:01:19 time: 0.0377 data_time: 0.0031 memory: 577 2022/08/07 04:32:56 - mmengine - INFO - Epoch(val) [20][4180/6282] eta: 0:01:22 time: 0.0395 data_time: 0.0040 memory: 577 2022/08/07 04:32:57 - mmengine - INFO - Epoch(val) [20][4200/6282] eta: 0:01:24 time: 0.0405 data_time: 0.0041 memory: 577 2022/08/07 04:32:58 - mmengine - INFO - Epoch(val) [20][4220/6282] eta: 0:01:20 time: 0.0389 data_time: 0.0046 memory: 577 2022/08/07 04:32:59 - mmengine - INFO - Epoch(val) [20][4240/6282] eta: 0:01:16 time: 0.0374 data_time: 0.0042 memory: 577 2022/08/07 04:32:59 - mmengine - INFO - Epoch(val) [20][4260/6282] eta: 0:01:20 time: 0.0396 data_time: 0.0050 memory: 576 2022/08/07 04:33:00 - mmengine - INFO - Epoch(val) [20][4280/6282] eta: 0:01:18 time: 0.0391 data_time: 0.0047 memory: 576 2022/08/07 04:33:01 - mmengine - INFO - Epoch(val) [20][4300/6282] eta: 0:01:25 time: 0.0433 data_time: 0.0043 memory: 576 2022/08/07 04:33:02 - mmengine - INFO - Epoch(val) [20][4320/6282] eta: 0:01:09 time: 0.0354 data_time: 0.0031 memory: 576 2022/08/07 04:33:03 - mmengine - INFO - Epoch(val) [20][4340/6282] eta: 0:01:20 time: 0.0415 data_time: 0.0054 memory: 576 2022/08/07 04:33:04 - mmengine - INFO - Epoch(val) [20][4360/6282] eta: 0:01:20 time: 0.0421 data_time: 0.0044 memory: 606 2022/08/07 04:33:04 - mmengine - INFO - Epoch(val) [20][4380/6282] eta: 0:01:16 time: 0.0404 data_time: 0.0041 memory: 606 2022/08/07 04:33:05 - mmengine - INFO - Epoch(val) [20][4400/6282] eta: 0:01:21 time: 0.0435 data_time: 0.0044 memory: 606 2022/08/07 04:33:06 - mmengine - INFO - Epoch(val) [20][4420/6282] eta: 0:01:14 time: 0.0401 data_time: 0.0043 memory: 606 2022/08/07 04:33:07 - mmengine - INFO - Epoch(val) [20][4440/6282] eta: 0:01:16 time: 0.0418 data_time: 0.0040 memory: 610 2022/08/07 04:33:08 - mmengine - INFO - Epoch(val) [20][4460/6282] eta: 0:01:23 time: 0.0461 data_time: 0.0058 memory: 610 2022/08/07 04:33:09 - mmengine - INFO - Epoch(val) [20][4480/6282] eta: 0:01:16 time: 0.0425 data_time: 0.0068 memory: 610 2022/08/07 04:33:10 - mmengine - INFO - Epoch(val) [20][4500/6282] eta: 0:01:12 time: 0.0406 data_time: 0.0042 memory: 610 2022/08/07 04:33:10 - mmengine - INFO - Epoch(val) [20][4520/6282] eta: 0:01:13 time: 0.0415 data_time: 0.0042 memory: 610 2022/08/07 04:33:11 - mmengine - INFO - Epoch(val) [20][4540/6282] eta: 0:01:09 time: 0.0397 data_time: 0.0063 memory: 579 2022/08/07 04:33:12 - mmengine - INFO - Epoch(val) [20][4560/6282] eta: 0:01:05 time: 0.0378 data_time: 0.0046 memory: 579 2022/08/07 04:33:13 - mmengine - INFO - Epoch(val) [20][4580/6282] eta: 0:01:06 time: 0.0391 data_time: 0.0045 memory: 579 2022/08/07 04:33:14 - mmengine - INFO - Epoch(val) [20][4600/6282] eta: 0:01:54 time: 0.0682 data_time: 0.0051 memory: 579 2022/08/07 04:33:15 - mmengine - INFO - Epoch(val) [20][4620/6282] eta: 0:01:03 time: 0.0381 data_time: 0.0040 memory: 579 2022/08/07 04:33:16 - mmengine - INFO - Epoch(val) [20][4640/6282] eta: 0:01:07 time: 0.0410 data_time: 0.0034 memory: 610 2022/08/07 04:33:17 - mmengine - INFO - Epoch(val) [20][4660/6282] eta: 0:01:07 time: 0.0413 data_time: 0.0037 memory: 610 2022/08/07 04:33:17 - mmengine - INFO - Epoch(val) [20][4680/6282] eta: 0:01:09 time: 0.0434 data_time: 0.0038 memory: 610 2022/08/07 04:33:18 - mmengine - INFO - Epoch(val) [20][4700/6282] eta: 0:00:59 time: 0.0375 data_time: 0.0039 memory: 610 2022/08/07 04:33:19 - mmengine - INFO - Epoch(val) [20][4720/6282] eta: 0:01:06 time: 0.0428 data_time: 0.0048 memory: 610 2022/08/07 04:33:20 - mmengine - INFO - Epoch(val) [20][4740/6282] eta: 0:01:02 time: 0.0403 data_time: 0.0044 memory: 590 2022/08/07 04:33:21 - mmengine - INFO - Epoch(val) [20][4760/6282] eta: 0:00:56 time: 0.0372 data_time: 0.0045 memory: 590 2022/08/07 04:33:22 - mmengine - INFO - Epoch(val) [20][4780/6282] eta: 0:01:02 time: 0.0418 data_time: 0.0044 memory: 590 2022/08/07 04:33:22 - mmengine - INFO - Epoch(val) [20][4800/6282] eta: 0:00:59 time: 0.0401 data_time: 0.0057 memory: 590 2022/08/07 04:33:23 - mmengine - INFO - Epoch(val) [20][4820/6282] eta: 0:00:57 time: 0.0391 data_time: 0.0035 memory: 606 2022/08/07 04:33:24 - mmengine - INFO - Epoch(val) [20][4840/6282] eta: 0:00:57 time: 0.0397 data_time: 0.0035 memory: 606 2022/08/07 04:33:25 - mmengine - INFO - Epoch(val) [20][4860/6282] eta: 0:00:57 time: 0.0404 data_time: 0.0050 memory: 606 2022/08/07 04:33:26 - mmengine - INFO - Epoch(val) [20][4880/6282] eta: 0:00:56 time: 0.0404 data_time: 0.0034 memory: 606 2022/08/07 04:33:26 - mmengine - INFO - Epoch(val) [20][4900/6282] eta: 0:00:58 time: 0.0425 data_time: 0.0042 memory: 606 2022/08/07 04:33:27 - mmengine - INFO - Epoch(val) [20][4920/6282] eta: 0:00:57 time: 0.0423 data_time: 0.0046 memory: 608 2022/08/07 04:33:28 - mmengine - INFO - Epoch(val) [20][4940/6282] eta: 0:00:55 time: 0.0416 data_time: 0.0042 memory: 608 2022/08/07 04:33:29 - mmengine - INFO - Epoch(val) [20][4960/6282] eta: 0:00:55 time: 0.0421 data_time: 0.0054 memory: 608 2022/08/07 04:33:30 - mmengine - INFO - Epoch(val) [20][4980/6282] eta: 0:00:53 time: 0.0414 data_time: 0.0041 memory: 608 2022/08/07 04:33:31 - mmengine - INFO - Epoch(val) [20][5000/6282] eta: 0:00:54 time: 0.0427 data_time: 0.0053 memory: 608 2022/08/07 04:33:32 - mmengine - INFO - Epoch(val) [20][5020/6282] eta: 0:00:52 time: 0.0420 data_time: 0.0034 memory: 608 2022/08/07 04:33:32 - mmengine - INFO - Epoch(val) [20][5040/6282] eta: 0:00:50 time: 0.0406 data_time: 0.0044 memory: 579 2022/08/07 04:33:33 - mmengine - INFO - Epoch(val) [20][5060/6282] eta: 0:00:50 time: 0.0410 data_time: 0.0040 memory: 579 2022/08/07 04:33:35 - mmengine - INFO - Epoch(val) [20][5080/6282] eta: 0:01:22 time: 0.0690 data_time: 0.0047 memory: 579 2022/08/07 04:33:35 - mmengine - INFO - Epoch(val) [20][5100/6282] eta: 0:00:47 time: 0.0399 data_time: 0.0032 memory: 579 2022/08/07 04:33:36 - mmengine - INFO - Epoch(val) [20][5120/6282] eta: 0:00:44 time: 0.0380 data_time: 0.0056 memory: 579 2022/08/07 04:33:37 - mmengine - INFO - Epoch(val) [20][5140/6282] eta: 0:00:47 time: 0.0419 data_time: 0.0043 memory: 577 2022/08/07 04:33:38 - mmengine - INFO - Epoch(val) [20][5160/6282] eta: 0:00:46 time: 0.0417 data_time: 0.0048 memory: 577 2022/08/07 04:33:39 - mmengine - INFO - Epoch(val) [20][5180/6282] eta: 0:00:47 time: 0.0427 data_time: 0.0046 memory: 577 2022/08/07 04:33:40 - mmengine - INFO - Epoch(val) [20][5200/6282] eta: 0:00:43 time: 0.0401 data_time: 0.0032 memory: 577 2022/08/07 04:33:40 - mmengine - INFO - Epoch(val) [20][5220/6282] eta: 0:00:43 time: 0.0407 data_time: 0.0045 memory: 577 2022/08/07 04:33:41 - mmengine - INFO - Epoch(val) [20][5240/6282] eta: 0:00:38 time: 0.0367 data_time: 0.0046 memory: 576 2022/08/07 04:33:42 - mmengine - INFO - Epoch(val) [20][5260/6282] eta: 0:00:42 time: 0.0412 data_time: 0.0038 memory: 576 2022/08/07 04:33:43 - mmengine - INFO - Epoch(val) [20][5280/6282] eta: 0:00:38 time: 0.0382 data_time: 0.0047 memory: 576 2022/08/07 04:33:44 - mmengine - INFO - Epoch(val) [20][5300/6282] eta: 0:00:37 time: 0.0377 data_time: 0.0044 memory: 576 2022/08/07 04:33:44 - mmengine - INFO - Epoch(val) [20][5320/6282] eta: 0:00:38 time: 0.0399 data_time: 0.0045 memory: 577 2022/08/07 04:33:45 - mmengine - INFO - Epoch(val) [20][5340/6282] eta: 0:00:38 time: 0.0413 data_time: 0.0039 memory: 577 2022/08/07 04:33:46 - mmengine - INFO - Epoch(val) [20][5360/6282] eta: 0:00:36 time: 0.0396 data_time: 0.0046 memory: 577 2022/08/07 04:33:47 - mmengine - INFO - Epoch(val) [20][5380/6282] eta: 0:00:35 time: 0.0389 data_time: 0.0043 memory: 577 2022/08/07 04:33:48 - mmengine - INFO - Epoch(val) [20][5400/6282] eta: 0:00:34 time: 0.0391 data_time: 0.0030 memory: 577 2022/08/07 04:33:48 - mmengine - INFO - Epoch(val) [20][5420/6282] eta: 0:00:33 time: 0.0384 data_time: 0.0052 memory: 577 2022/08/07 04:33:49 - mmengine - INFO - Epoch(val) [20][5440/6282] eta: 0:00:32 time: 0.0381 data_time: 0.0034 memory: 577 2022/08/07 04:33:50 - mmengine - INFO - Epoch(val) [20][5460/6282] eta: 0:00:33 time: 0.0405 data_time: 0.0037 memory: 577 2022/08/07 04:33:51 - mmengine - INFO - Epoch(val) [20][5480/6282] eta: 0:00:30 time: 0.0384 data_time: 0.0046 memory: 577 2022/08/07 04:33:52 - mmengine - INFO - Epoch(val) [20][5500/6282] eta: 0:00:31 time: 0.0404 data_time: 0.0039 memory: 577 2022/08/07 04:33:52 - mmengine - INFO - Epoch(val) [20][5520/6282] eta: 0:00:33 time: 0.0434 data_time: 0.0051 memory: 588 2022/08/07 04:33:54 - mmengine - INFO - Epoch(val) [20][5540/6282] eta: 0:00:49 time: 0.0669 data_time: 0.0045 memory: 588 2022/08/07 04:33:55 - mmengine - INFO - Epoch(val) [20][5560/6282] eta: 0:00:31 time: 0.0441 data_time: 0.0039 memory: 588 2022/08/07 04:33:56 - mmengine - INFO - Epoch(val) [20][5580/6282] eta: 0:00:26 time: 0.0376 data_time: 0.0029 memory: 588 2022/08/07 04:33:56 - mmengine - INFO - Epoch(val) [20][5600/6282] eta: 0:00:26 time: 0.0390 data_time: 0.0034 memory: 588 2022/08/07 04:33:57 - mmengine - INFO - Epoch(val) [20][5620/6282] eta: 0:00:25 time: 0.0390 data_time: 0.0040 memory: 588 2022/08/07 04:33:58 - mmengine - INFO - Epoch(val) [20][5640/6282] eta: 0:00:22 time: 0.0353 data_time: 0.0023 memory: 577 2022/08/07 04:33:59 - mmengine - INFO - Epoch(val) [20][5660/6282] eta: 0:00:23 time: 0.0382 data_time: 0.0032 memory: 577 2022/08/07 04:33:59 - mmengine - INFO - Epoch(val) [20][5680/6282] eta: 0:00:24 time: 0.0414 data_time: 0.0042 memory: 577 2022/08/07 04:34:00 - mmengine - INFO - Epoch(val) [20][5700/6282] eta: 0:00:24 time: 0.0416 data_time: 0.0047 memory: 577 2022/08/07 04:34:01 - mmengine - INFO - Epoch(val) [20][5720/6282] eta: 0:00:23 time: 0.0419 data_time: 0.0048 memory: 594 2022/08/07 04:34:02 - mmengine - INFO - Epoch(val) [20][5740/6282] eta: 0:00:22 time: 0.0408 data_time: 0.0061 memory: 594 2022/08/07 04:34:03 - mmengine - INFO - Epoch(val) [20][5760/6282] eta: 0:00:21 time: 0.0408 data_time: 0.0046 memory: 594 2022/08/07 04:34:04 - mmengine - INFO - Epoch(val) [20][5780/6282] eta: 0:00:19 time: 0.0391 data_time: 0.0051 memory: 594 2022/08/07 04:34:04 - mmengine - INFO - Epoch(val) [20][5800/6282] eta: 0:00:19 time: 0.0398 data_time: 0.0059 memory: 594 2022/08/07 04:34:05 - mmengine - INFO - Epoch(val) [20][5820/6282] eta: 0:00:18 time: 0.0407 data_time: 0.0047 memory: 594 2022/08/07 04:34:06 - mmengine - INFO - Epoch(val) [20][5840/6282] eta: 0:00:16 time: 0.0381 data_time: 0.0035 memory: 588 2022/08/07 04:34:07 - mmengine - INFO - Epoch(val) [20][5860/6282] eta: 0:00:16 time: 0.0394 data_time: 0.0034 memory: 588 2022/08/07 04:34:08 - mmengine - INFO - Epoch(val) [20][5880/6282] eta: 0:00:16 time: 0.0411 data_time: 0.0035 memory: 588 2022/08/07 04:34:09 - mmengine - INFO - Epoch(val) [20][5900/6282] eta: 0:00:15 time: 0.0409 data_time: 0.0054 memory: 588 2022/08/07 04:34:09 - mmengine - INFO - Epoch(val) [20][5920/6282] eta: 0:00:14 time: 0.0396 data_time: 0.0046 memory: 588 2022/08/07 04:34:10 - mmengine - INFO - Epoch(val) [20][5940/6282] eta: 0:00:12 time: 0.0379 data_time: 0.0040 memory: 577 2022/08/07 04:34:11 - mmengine - INFO - Epoch(val) [20][5960/6282] eta: 0:00:12 time: 0.0392 data_time: 0.0033 memory: 577 2022/08/07 04:34:12 - mmengine - INFO - Epoch(val) [20][5980/6282] eta: 0:00:12 time: 0.0400 data_time: 0.0040 memory: 577 2022/08/07 04:34:13 - mmengine - INFO - Epoch(val) [20][6000/6282] eta: 0:00:11 time: 0.0399 data_time: 0.0031 memory: 606 2022/08/07 04:34:14 - mmengine - INFO - Epoch(val) [20][6020/6282] eta: 0:00:17 time: 0.0665 data_time: 0.0045 memory: 606 2022/08/07 04:34:15 - mmengine - INFO - Epoch(val) [20][6040/6282] eta: 0:00:10 time: 0.0441 data_time: 0.0040 memory: 606 2022/08/07 04:34:16 - mmengine - INFO - Epoch(val) [20][6060/6282] eta: 0:00:09 time: 0.0427 data_time: 0.0047 memory: 606 2022/08/07 04:34:16 - mmengine - INFO - Epoch(val) [20][6080/6282] eta: 0:00:07 time: 0.0388 data_time: 0.0032 memory: 606 2022/08/07 04:34:17 - mmengine - INFO - Epoch(val) [20][6100/6282] eta: 0:00:07 time: 0.0393 data_time: 0.0047 memory: 606 2022/08/07 04:34:18 - mmengine - INFO - Epoch(val) [20][6120/6282] eta: 0:00:06 time: 0.0386 data_time: 0.0044 memory: 606 2022/08/07 04:34:19 - mmengine - INFO - Epoch(val) [20][6140/6282] eta: 0:00:05 time: 0.0395 data_time: 0.0038 memory: 606 2022/08/07 04:34:20 - mmengine - INFO - Epoch(val) [20][6160/6282] eta: 0:00:05 time: 0.0422 data_time: 0.0029 memory: 606 2022/08/07 04:34:20 - mmengine - INFO - Epoch(val) [20][6180/6282] eta: 0:00:02 time: 0.0291 data_time: 0.0023 memory: 606 2022/08/07 04:34:21 - mmengine - INFO - Epoch(val) [20][6200/6282] eta: 0:00:01 time: 0.0204 data_time: 0.0014 memory: 606 2022/08/07 04:34:21 - mmengine - INFO - Epoch(val) [20][6220/6282] eta: 0:00:01 time: 0.0201 data_time: 0.0013 memory: 606 2022/08/07 04:34:22 - mmengine - INFO - Epoch(val) [20][6240/6282] eta: 0:00:00 time: 0.0200 data_time: 0.0013 memory: 606 2022/08/07 04:34:22 - mmengine - INFO - Epoch(val) [20][6260/6282] eta: 0:00:00 time: 0.0202 data_time: 0.0013 memory: 606 2022/08/07 04:34:22 - mmengine - INFO - Epoch(val) [20][6280/6282] eta: 0:00:00 time: 0.0200 data_time: 0.0013 memory: 606 2022/08/07 04:37:53 - mmengine - INFO - Epoch(val) [20][6282/6282] mAP/mAP@0.5IOU: 0.2076