2024/02/26 19:51:19 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.8.16 (default, Mar 2 2023, 03:21:46) [GCC 11.2.0] CUDA available: True numpy_random_seed: 155695381 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/petrelfs/share/cuda-11.3 NVCC: Cuda compilation tools, release 11.3, V11.3.109 GCC: gcc (GCC) 9.4.0 PyTorch: 1.11.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.5 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.3.2 - Magma 2.6.1 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.5, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.12.0 OpenCV: 4.7.0 MMEngine: 0.8.0 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl', 'port': 29302} seed: 155695381 Distributed launcher: slurm Distributed training: True GPU number: 8 ------------------------------------------------------------ 2024/02/26 19:51:21 - mmengine - INFO - Config: default_scope = 'embodiedscan' default_hooks = dict( timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=50), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=1, max_keep_ckpts=4), sampler_seed=dict(type='DistSamplerSeedHook')) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl', port=29302)) log_processor = dict(type='LogProcessor', window_size=50, by_epoch=True) log_level = 'INFO' load_from = None resume = False n_points = 100000 backend_args = None model = dict( type='SparseFeatureFusionSingleStage3DDetector', data_preprocessor=dict( type='Det3DDataPreprocessor', mean=[ 123.675, 116.28, 103.53, ], std=[ 58.395, 57.12, 57.375, ], bgr_to_rgb=True, pad_size_divisor=32), backbone=dict( type='mmdet.ResNet', depth=50, base_channels=16, num_stages=4, out_indices=( 0, 1, 2, 3, ), frozen_stages=1, norm_cfg=dict(type='BN', requires_grad=False), norm_eval=True, init_cfg=dict(type='Pretrained', checkpoint='torchvision://resnet50'), style='pytorch'), backbone_lidar=dict(type='MinkResNet', in_channels=3, depth=34), use_xyz_feat=True, bbox_head=dict( type='FCAF3DHeadRotMat', in_channels=( 128, 256, 512, 1024, ), out_channels=128, voxel_size=0.01, pts_prune_threshold=100000, pts_assign_threshold=27, pts_center_threshold=18, num_classes=284, num_reg_outs=12, center_loss=dict(type='mmdet.CrossEntropyLoss', use_sigmoid=True), bbox_loss=dict( type='BBoxCDLoss', mode='l1', loss_weight=1.0, group='g8'), cls_loss=dict(type='mmdet.FocalLoss'), decouple_bbox_loss=True, decouple_groups=4, decouple_weights=[ 0.2, 0.2, 0.2, 0.4, ]), coord_type='DEPTH', train_cfg=dict(), test_cfg=dict(nms_pre=1000, iou_thr=0.5, score_thr=0.01)) dataset_type = 'EmbodiedScanDataset' data_root = 'data' class_names = ( 'adhesive tape', 'air conditioner', 'alarm', 'album', 'arch', 'backpack', 'bag', 'balcony', 'ball', 'banister', 'bar', 'barricade', 'baseboard', 'basin', 'basket', 'bathtub', 'beam', 'beanbag', 'bed', 'bench', 'bicycle', 'bidet', 'bin', 'blackboard', 'blanket', 'blinds', 'board', 'body loofah', 'book', 'boots', 'bottle', 'bowl', 'box', 'bread', 'broom', 'brush', 'bucket', 'cabinet', 'calendar', 'camera', 'can', 'candle', 'candlestick', 'cap', 'car', 'carpet', 'cart', 'case', 'chair', 'chandelier', 'cleanser', 'clock', 'clothes', 'clothes dryer', 'coat hanger', 'coffee maker', 'coil', 'column', 'commode', 'computer', 'conducting wire', 'container', 'control', 'copier', 'cosmetics', 'couch', 'counter', 'countertop', 'crate', 'crib', 'cube', 'cup', 'curtain', 'cushion', 'decoration', 'desk', 'detergent', 'device', 'dish rack', 'dishwasher', 'dispenser', 'divider', 'door', 'door knob', 'doorframe', 'doorway', 'drawer', 'dress', 'dresser', 'drum', 'duct', 'dumbbell', 'dustpan', 'dvd', 'eraser', 'excercise equipment', 'fan', 'faucet', 'fence', 'file', 'fire extinguisher', 'fireplace', 'flowerpot', 'flush', 'folder', 'food', 'footstool', 'frame', 'fruit', 'furniture', 'garage door', 'garbage', 'glass', 'globe', 'glove', 'grab bar', 'grass', 'guitar', 'hair dryer', 'hamper', 'handle', 'hanger', 'hat', 'headboard', 'headphones', 'heater', 'helmets', 'holder', 'hook', 'humidifier', 'ironware', 'jacket', 'jalousie', 'jar', 'kettle', 'keyboard', 'kitchen island', 'kitchenware', 'knife', 'label', 'ladder', 'lamp', 'laptop', 'ledge', 'letter', 'light', 'luggage', 'machine', 'magazine', 'mailbox', 'map', 'mask', 'mat', 'mattress', 'menu', 'microwave', 'mirror', 'molding', 'monitor', 'mop', 'mouse', 'napkins', 'notebook', 'ottoman', 'oven', 'pack', 'package', 'pad', 'pan', 'panel', 'paper', 'paper cutter', 'partition', 'pedestal', 'pen', 'person', 'piano', 'picture', 'pillar', 'pillow', 'pipe', 'pitcher', 'plant', 'plate', 'player', 'plug', 'plunger', 'pool', 'pool table', 'poster', 'pot', 'price tag', 'printer', 'projector', 'purse', 'rack', 'radiator', 'radio', 'rail', 'range hood', 'refrigerator', 'remote control', 'ridge', 'rod', 'roll', 'roof', 'rope', 'sack', 'salt', 'scale', 'scissors', 'screen', 'seasoning', 'shampoo', 'sheet', 'shelf', 'shirt', 'shoe', 'shovel', 'shower', 'sign', 'sink', 'soap', 'soap dish', 'soap dispenser', 'socket', 'speaker', 'sponge', 'spoon', 'stairs', 'stall', 'stand', 'stapler', 'statue', 'steps', 'stick', 'stool', 'stopcock', 'stove', 'structure', 'sunglasses', 'support', 'switch', 'table', 'tablet', 'teapot', 'telephone', 'thermostat', 'tissue', 'tissue box', 'toaster', 'toilet', 'toilet paper', 'toiletry', 'tool', 'toothbrush', 'toothpaste', 'towel', 'toy', 'tray', 'treadmill', 'trophy', 'tube', 'tv', 'umbrella', 'urn', 'utensil', 'vacuum cleaner', 'vanity', 'vase', 'vent', 'ventilation', 'wardrobe', 'washbasin', 'washing machine', 'water cooler', 'water heater', 'window', 'window frame', 'windowsill', 'wine', 'wire', 'wood', 'wrap', ) head_labels = [ 48, 177, 82, 179, 37, 243, 28, 277, 32, 84, 215, 145, 182, 170, 22, 72, 30, 141, 65, 257, 221, 225, 52, 75, 231, 158, 236, 156, 47, 74, 6, 18, 71, 242, 217, 251, 66, 263, 5, 45, 14, 73, 278, 198, 24, 23, 196, 252, 19, 135, 26, 229, 183, 200, 107, 272, 246, 269, 125, 59, 279, 15, 163, 258, 57, 195, 51, 88, 97, 58, 102, 36, 137, 31, 80, 160, 155, 61, 238, 96, 190, 25, 219, 152, 142, 201, 274, 249, 178, 192, ] common_labels = [ 189, 164, 101, 205, 273, 233, 131, 180, 86, 220, 67, 268, 224, 270, 53, 203, 237, 226, 10, 133, 248, 41, 55, 16, 199, 134, 99, 185, 2, 20, 234, 194, 253, 35, 174, 8, 223, 13, 91, 262, 230, 121, 49, 63, 119, 162, 79, 168, 245, 267, 122, 104, 100, 1, 176, 280, 140, 209, 259, 143, 165, 147, 117, 85, 105, 95, 109, 207, 68, 175, 106, 60, 4, 46, 171, 204, 111, 211, 108, 120, 157, 222, 17, 264, 151, 98, 38, 261, 123, 78, 118, 127, 240, 124, ] tail_labels = [ 76, 149, 173, 250, 275, 255, 34, 77, 266, 283, 112, 115, 186, 136, 256, 40, 254, 172, 9, 212, 213, 181, 154, 94, 191, 193, 3, 130, 146, 70, 128, 167, 126, 81, 7, 11, 148, 228, 239, 247, 21, 42, 89, 153, 161, 244, 110, 0, 29, 114, 132, 159, 218, 232, 260, 56, 92, 116, 282, 33, 113, 138, 12, 188, 44, 150, 197, 271, 169, 206, 90, 235, 103, 281, 184, 208, 216, 202, 214, 241, 129, 210, 276, 64, 27, 87, 139, 227, 187, 62, 43, 50, 69, 93, 144, 166, 265, 54, 83, 39, ] metainfo = dict( classes=( 'adhesive tape', 'air conditioner', 'alarm', 'album', 'arch', 'backpack', 'bag', 'balcony', 'ball', 'banister', 'bar', 'barricade', 'baseboard', 'basin', 'basket', 'bathtub', 'beam', 'beanbag', 'bed', 'bench', 'bicycle', 'bidet', 'bin', 'blackboard', 'blanket', 'blinds', 'board', 'body loofah', 'book', 'boots', 'bottle', 'bowl', 'box', 'bread', 'broom', 'brush', 'bucket', 'cabinet', 'calendar', 'camera', 'can', 'candle', 'candlestick', 'cap', 'car', 'carpet', 'cart', 'case', 'chair', 'chandelier', 'cleanser', 'clock', 'clothes', 'clothes dryer', 'coat hanger', 'coffee maker', 'coil', 'column', 'commode', 'computer', 'conducting wire', 'container', 'control', 'copier', 'cosmetics', 'couch', 'counter', 'countertop', 'crate', 'crib', 'cube', 'cup', 'curtain', 'cushion', 'decoration', 'desk', 'detergent', 'device', 'dish rack', 'dishwasher', 'dispenser', 'divider', 'door', 'door knob', 'doorframe', 'doorway', 'drawer', 'dress', 'dresser', 'drum', 'duct', 'dumbbell', 'dustpan', 'dvd', 'eraser', 'excercise equipment', 'fan', 'faucet', 'fence', 'file', 'fire extinguisher', 'fireplace', 'flowerpot', 'flush', 'folder', 'food', 'footstool', 'frame', 'fruit', 'furniture', 'garage door', 'garbage', 'glass', 'globe', 'glove', 'grab bar', 'grass', 'guitar', 'hair dryer', 'hamper', 'handle', 'hanger', 'hat', 'headboard', 'headphones', 'heater', 'helmets', 'holder', 'hook', 'humidifier', 'ironware', 'jacket', 'jalousie', 'jar', 'kettle', 'keyboard', 'kitchen island', 'kitchenware', 'knife', 'label', 'ladder', 'lamp', 'laptop', 'ledge', 'letter', 'light', 'luggage', 'machine', 'magazine', 'mailbox', 'map', 'mask', 'mat', 'mattress', 'menu', 'microwave', 'mirror', 'molding', 'monitor', 'mop', 'mouse', 'napkins', 'notebook', 'ottoman', 'oven', 'pack', 'package', 'pad', 'pan', 'panel', 'paper', 'paper cutter', 'partition', 'pedestal', 'pen', 'person', 'piano', 'picture', 'pillar', 'pillow', 'pipe', 'pitcher', 'plant', 'plate', 'player', 'plug', 'plunger', 'pool', 'pool table', 'poster', 'pot', 'price tag', 'printer', 'projector', 'purse', 'rack', 'radiator', 'radio', 'rail', 'range hood', 'refrigerator', 'remote control', 'ridge', 'rod', 'roll', 'roof', 'rope', 'sack', 'salt', 'scale', 'scissors', 'screen', 'seasoning', 'shampoo', 'sheet', 'shelf', 'shirt', 'shoe', 'shovel', 'shower', 'sign', 'sink', 'soap', 'soap dish', 'soap dispenser', 'socket', 'speaker', 'sponge', 'spoon', 'stairs', 'stall', 'stand', 'stapler', 'statue', 'steps', 'stick', 'stool', 'stopcock', 'stove', 'structure', 'sunglasses', 'support', 'switch', 'table', 'tablet', 'teapot', 'telephone', 'thermostat', 'tissue', 'tissue box', 'toaster', 'toilet', 'toilet paper', 'toiletry', 'tool', 'toothbrush', 'toothpaste', 'towel', 'toy', 'tray', 'treadmill', 'trophy', 'tube', 'tv', 'umbrella', 'urn', 'utensil', 'vacuum cleaner', 'vanity', 'vase', 'vent', 'ventilation', 'wardrobe', 'washbasin', 'washing machine', 'water cooler', 'water heater', 'window', 'window frame', 'windowsill', 'wine', 'wire', 'wood', 'wrap', ), classes_split=( [ 48, 177, 82, 179, 37, 243, 28, 277, 32, 84, 215, 145, 182, 170, 22, 72, 30, 141, 65, 257, 221, 225, 52, 75, 231, 158, 236, 156, 47, 74, 6, 18, 71, 242, 217, 251, 66, 263, 5, 45, 14, 73, 278, 198, 24, 23, 196, 252, 19, 135, 26, 229, 183, 200, 107, 272, 246, 269, 125, 59, 279, 15, 163, 258, 57, 195, 51, 88, 97, 58, 102, 36, 137, 31, 80, 160, 155, 61, 238, 96, 190, 25, 219, 152, 142, 201, 274, 249, 178, 192, ], [ 189, 164, 101, 205, 273, 233, 131, 180, 86, 220, 67, 268, 224, 270, 53, 203, 237, 226, 10, 133, 248, 41, 55, 16, 199, 134, 99, 185, 2, 20, 234, 194, 253, 35, 174, 8, 223, 13, 91, 262, 230, 121, 49, 63, 119, 162, 79, 168, 245, 267, 122, 104, 100, 1, 176, 280, 140, 209, 259, 143, 165, 147, 117, 85, 105, 95, 109, 207, 68, 175, 106, 60, 4, 46, 171, 204, 111, 211, 108, 120, 157, 222, 17, 264, 151, 98, 38, 261, 123, 78, 118, 127, 240, 124, ], [ 76, 149, 173, 250, 275, 255, 34, 77, 266, 283, 112, 115, 186, 136, 256, 40, 254, 172, 9, 212, 213, 181, 154, 94, 191, 193, 3, 130, 146, 70, 128, 167, 126, 81, 7, 11, 148, 228, 239, 247, 21, 42, 89, 153, 161, 244, 110, 0, 29, 114, 132, 159, 218, 232, 260, 56, 92, 116, 282, 33, 113, 138, 12, 188, 44, 150, 197, 271, 169, 206, 90, 235, 103, 281, 184, 208, 216, 202, 214, 241, 129, 210, 276, 64, 27, 87, 139, 227, 187, 62, 43, 50, 69, 93, 144, 166, 265, 54, 83, 39, ], ), box_type_3d='euler-depth') train_pipeline = [ dict(type='LoadAnnotations3D'), dict( type='MultiViewPipeline', n_images=20, transforms=[ dict(type='LoadImageFromFile', backend_args=None), dict(type='LoadDepthFromFile', backend_args=None), dict(type='ConvertRGBDToPoints', coord_type='CAMERA'), dict(type='PointSample', num_points=10000), dict(type='Resize', scale=( 480, 480, ), keep_ratio=False), ]), dict(type='AggregateMultiViewPoints', coord_type='DEPTH'), dict(type='PointSample', num_points=100000), dict( type='RandomFlip3D', sync_2d=False, flip_2d=False, flip_ratio_bev_horizontal=0.5, flip_ratio_bev_vertical=0.5), dict( type='GlobalRotScaleTrans', rot_range=[ -0.087266, 0.087266, ], scale_ratio_range=[ 0.9, 1.1, ], translation_std=[ 0.1, 0.1, 0.1, ], shift_height=False), dict( type='Pack3DDetInputs', keys=[ 'img', 'points', 'gt_bboxes_3d', 'gt_labels_3d', ]), ] test_pipeline = [ dict(type='LoadAnnotations3D'), dict( type='MultiViewPipeline', n_images=50, ordered=True, transforms=[ dict(type='LoadImageFromFile', backend_args=None), dict(type='LoadDepthFromFile', backend_args=None), dict(type='ConvertRGBDToPoints', coord_type='CAMERA'), dict(type='PointSample', num_points=10000), dict(type='Resize', scale=( 480, 480, ), keep_ratio=False), ]), dict(type='AggregateMultiViewPoints', coord_type='DEPTH'), dict(type='PointSample', num_points=100000), dict( type='Pack3DDetInputs', keys=[ 'img', 'points', 'gt_bboxes_3d', 'gt_labels_3d', ]), ] train_dataloader = dict( batch_size=4, num_workers=4, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), dataset=dict( type='RepeatDataset', times=10, dataset=dict( type='EmbodiedScanDataset', data_root='data', ann_file='embodiedscan_infos_train_split_filtered.pkl', pipeline=[ dict(type='LoadAnnotations3D'), dict( type='MultiViewPipeline', n_images=20, transforms=[ dict(type='LoadImageFromFile', backend_args=None), dict(type='LoadDepthFromFile', backend_args=None), dict(type='ConvertRGBDToPoints', coord_type='CAMERA'), dict(type='PointSample', num_points=10000), dict( type='Resize', scale=( 480, 480, ), keep_ratio=False), ]), dict(type='AggregateMultiViewPoints', coord_type='DEPTH'), dict(type='PointSample', num_points=100000), dict( type='RandomFlip3D', sync_2d=False, flip_2d=False, flip_ratio_bev_horizontal=0.5, flip_ratio_bev_vertical=0.5), dict( type='GlobalRotScaleTrans', rot_range=[ -0.087266, 0.087266, ], scale_ratio_range=[ 0.9, 1.1, ], translation_std=[ 0.1, 0.1, 0.1, ], shift_height=False), dict( type='Pack3DDetInputs', keys=[ 'img', 'points', 'gt_bboxes_3d', 'gt_labels_3d', ]), ], test_mode=False, filter_empty_gt=True, box_type_3d='Euler-Depth', metainfo=dict( classes=( 'adhesive tape', 'air conditioner', 'alarm', 'album', 'arch', 'backpack', 'bag', 'balcony', 'ball', 'banister', 'bar', 'barricade', 'baseboard', 'basin', 'basket', 'bathtub', 'beam', 'beanbag', 'bed', 'bench', 'bicycle', 'bidet', 'bin', 'blackboard', 'blanket', 'blinds', 'board', 'body loofah', 'book', 'boots', 'bottle', 'bowl', 'box', 'bread', 'broom', 'brush', 'bucket', 'cabinet', 'calendar', 'camera', 'can', 'candle', 'candlestick', 'cap', 'car', 'carpet', 'cart', 'case', 'chair', 'chandelier', 'cleanser', 'clock', 'clothes', 'clothes dryer', 'coat hanger', 'coffee maker', 'coil', 'column', 'commode', 'computer', 'conducting wire', 'container', 'control', 'copier', 'cosmetics', 'couch', 'counter', 'countertop', 'crate', 'crib', 'cube', 'cup', 'curtain', 'cushion', 'decoration', 'desk', 'detergent', 'device', 'dish rack', 'dishwasher', 'dispenser', 'divider', 'door', 'door knob', 'doorframe', 'doorway', 'drawer', 'dress', 'dresser', 'drum', 'duct', 'dumbbell', 'dustpan', 'dvd', 'eraser', 'excercise equipment', 'fan', 'faucet', 'fence', 'file', 'fire extinguisher', 'fireplace', 'flowerpot', 'flush', 'folder', 'food', 'footstool', 'frame', 'fruit', 'furniture', 'garage door', 'garbage', 'glass', 'globe', 'glove', 'grab bar', 'grass', 'guitar', 'hair dryer', 'hamper', 'handle', 'hanger', 'hat', 'headboard', 'headphones', 'heater', 'helmets', 'holder', 'hook', 'humidifier', 'ironware', 'jacket', 'jalousie', 'jar', 'kettle', 'keyboard', 'kitchen island', 'kitchenware', 'knife', 'label', 'ladder', 'lamp', 'laptop', 'ledge', 'letter', 'light', 'luggage', 'machine', 'magazine', 'mailbox', 'map', 'mask', 'mat', 'mattress', 'menu', 'microwave', 'mirror', 'molding', 'monitor', 'mop', 'mouse', 'napkins', 'notebook', 'ottoman', 'oven', 'pack', 'package', 'pad', 'pan', 'panel', 'paper', 'paper cutter', 'partition', 'pedestal', 'pen', 'person', 'piano', 'picture', 'pillar', 'pillow', 'pipe', 'pitcher', 'plant', 'plate', 'player', 'plug', 'plunger', 'pool', 'pool table', 'poster', 'pot', 'price tag', 'printer', 'projector', 'purse', 'rack', 'radiator', 'radio', 'rail', 'range hood', 'refrigerator', 'remote control', 'ridge', 'rod', 'roll', 'roof', 'rope', 'sack', 'salt', 'scale', 'scissors', 'screen', 'seasoning', 'shampoo', 'sheet', 'shelf', 'shirt', 'shoe', 'shovel', 'shower', 'sign', 'sink', 'soap', 'soap dish', 'soap dispenser', 'socket', 'speaker', 'sponge', 'spoon', 'stairs', 'stall', 'stand', 'stapler', 'statue', 'steps', 'stick', 'stool', 'stopcock', 'stove', 'structure', 'sunglasses', 'support', 'switch', 'table', 'tablet', 'teapot', 'telephone', 'thermostat', 'tissue', 'tissue box', 'toaster', 'toilet', 'toilet paper', 'toiletry', 'tool', 'toothbrush', 'toothpaste', 'towel', 'toy', 'tray', 'treadmill', 'trophy', 'tube', 'tv', 'umbrella', 'urn', 'utensil', 'vacuum cleaner', 'vanity', 'vase', 'vent', 'ventilation', 'wardrobe', 'washbasin', 'washing machine', 'water cooler', 'water heater', 'window', 'window frame', 'windowsill', 'wine', 'wire', 'wood', 'wrap', ), classes_split=( [ 48, 177, 82, 179, 37, 243, 28, 277, 32, 84, 215, 145, 182, 170, 22, 72, 30, 141, 65, 257, 221, 225, 52, 75, 231, 158, 236, 156, 47, 74, 6, 18, 71, 242, 217, 251, 66, 263, 5, 45, 14, 73, 278, 198, 24, 23, 196, 252, 19, 135, 26, 229, 183, 200, 107, 272, 246, 269, 125, 59, 279, 15, 163, 258, 57, 195, 51, 88, 97, 58, 102, 36, 137, 31, 80, 160, 155, 61, 238, 96, 190, 25, 219, 152, 142, 201, 274, 249, 178, 192, ], [ 189, 164, 101, 205, 273, 233, 131, 180, 86, 220, 67, 268, 224, 270, 53, 203, 237, 226, 10, 133, 248, 41, 55, 16, 199, 134, 99, 185, 2, 20, 234, 194, 253, 35, 174, 8, 223, 13, 91, 262, 230, 121, 49, 63, 119, 162, 79, 168, 245, 267, 122, 104, 100, 1, 176, 280, 140, 209, 259, 143, 165, 147, 117, 85, 105, 95, 109, 207, 68, 175, 106, 60, 4, 46, 171, 204, 111, 211, 108, 120, 157, 222, 17, 264, 151, 98, 38, 261, 123, 78, 118, 127, 240, 124, ], [ 76, 149, 173, 250, 275, 255, 34, 77, 266, 283, 112, 115, 186, 136, 256, 40, 254, 172, 9, 212, 213, 181, 154, 94, 191, 193, 3, 130, 146, 70, 128, 167, 126, 81, 7, 11, 148, 228, 239, 247, 21, 42, 89, 153, 161, 244, 110, 0, 29, 114, 132, 159, 218, 232, 260, 56, 92, 116, 282, 33, 113, 138, 12, 188, 44, 150, 197, 271, 169, 206, 90, 235, 103, 281, 184, 208, 216, 202, 214, 241, 129, 210, 276, 64, 27, 87, 139, 227, 187, 62, 43, 50, 69, 93, 144, 166, 265, 54, 83, 39, ], ), box_type_3d='euler-depth')))) val_dataloader = dict( batch_size=1, num_workers=1, persistent_workers=True, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='EmbodiedScanDataset', data_root='data', ann_file='embodiedscan_infos_val_split_filtered.pkl', pipeline=[ dict(type='LoadAnnotations3D'), dict( type='MultiViewPipeline', n_images=50, ordered=True, transforms=[ dict(type='LoadImageFromFile', backend_args=None), dict(type='LoadDepthFromFile', backend_args=None), dict(type='ConvertRGBDToPoints', coord_type='CAMERA'), dict(type='PointSample', num_points=10000), dict(type='Resize', scale=( 480, 480, ), keep_ratio=False), ]), dict(type='AggregateMultiViewPoints', coord_type='DEPTH'), dict(type='PointSample', num_points=100000), dict( type='Pack3DDetInputs', keys=[ 'img', 'points', 'gt_bboxes_3d', 'gt_labels_3d', ]), ], test_mode=True, filter_empty_gt=True, box_type_3d='Euler-Depth', metainfo=dict( classes=( 'adhesive tape', 'air conditioner', 'alarm', 'album', 'arch', 'backpack', 'bag', 'balcony', 'ball', 'banister', 'bar', 'barricade', 'baseboard', 'basin', 'basket', 'bathtub', 'beam', 'beanbag', 'bed', 'bench', 'bicycle', 'bidet', 'bin', 'blackboard', 'blanket', 'blinds', 'board', 'body loofah', 'book', 'boots', 'bottle', 'bowl', 'box', 'bread', 'broom', 'brush', 'bucket', 'cabinet', 'calendar', 'camera', 'can', 'candle', 'candlestick', 'cap', 'car', 'carpet', 'cart', 'case', 'chair', 'chandelier', 'cleanser', 'clock', 'clothes', 'clothes dryer', 'coat hanger', 'coffee maker', 'coil', 'column', 'commode', 'computer', 'conducting wire', 'container', 'control', 'copier', 'cosmetics', 'couch', 'counter', 'countertop', 'crate', 'crib', 'cube', 'cup', 'curtain', 'cushion', 'decoration', 'desk', 'detergent', 'device', 'dish rack', 'dishwasher', 'dispenser', 'divider', 'door', 'door knob', 'doorframe', 'doorway', 'drawer', 'dress', 'dresser', 'drum', 'duct', 'dumbbell', 'dustpan', 'dvd', 'eraser', 'excercise equipment', 'fan', 'faucet', 'fence', 'file', 'fire extinguisher', 'fireplace', 'flowerpot', 'flush', 'folder', 'food', 'footstool', 'frame', 'fruit', 'furniture', 'garage door', 'garbage', 'glass', 'globe', 'glove', 'grab bar', 'grass', 'guitar', 'hair dryer', 'hamper', 'handle', 'hanger', 'hat', 'headboard', 'headphones', 'heater', 'helmets', 'holder', 'hook', 'humidifier', 'ironware', 'jacket', 'jalousie', 'jar', 'kettle', 'keyboard', 'kitchen island', 'kitchenware', 'knife', 'label', 'ladder', 'lamp', 'laptop', 'ledge', 'letter', 'light', 'luggage', 'machine', 'magazine', 'mailbox', 'map', 'mask', 'mat', 'mattress', 'menu', 'microwave', 'mirror', 'molding', 'monitor', 'mop', 'mouse', 'napkins', 'notebook', 'ottoman', 'oven', 'pack', 'package', 'pad', 'pan', 'panel', 'paper', 'paper cutter', 'partition', 'pedestal', 'pen', 'person', 'piano', 'picture', 'pillar', 'pillow', 'pipe', 'pitcher', 'plant', 'plate', 'player', 'plug', 'plunger', 'pool', 'pool table', 'poster', 'pot', 'price tag', 'printer', 'projector', 'purse', 'rack', 'radiator', 'radio', 'rail', 'range hood', 'refrigerator', 'remote control', 'ridge', 'rod', 'roll', 'roof', 'rope', 'sack', 'salt', 'scale', 'scissors', 'screen', 'seasoning', 'shampoo', 'sheet', 'shelf', 'shirt', 'shoe', 'shovel', 'shower', 'sign', 'sink', 'soap', 'soap dish', 'soap dispenser', 'socket', 'speaker', 'sponge', 'spoon', 'stairs', 'stall', 'stand', 'stapler', 'statue', 'steps', 'stick', 'stool', 'stopcock', 'stove', 'structure', 'sunglasses', 'support', 'switch', 'table', 'tablet', 'teapot', 'telephone', 'thermostat', 'tissue', 'tissue box', 'toaster', 'toilet', 'toilet paper', 'toiletry', 'tool', 'toothbrush', 'toothpaste', 'towel', 'toy', 'tray', 'treadmill', 'trophy', 'tube', 'tv', 'umbrella', 'urn', 'utensil', 'vacuum cleaner', 'vanity', 'vase', 'vent', 'ventilation', 'wardrobe', 'washbasin', 'washing machine', 'water cooler', 'water heater', 'window', 'window frame', 'windowsill', 'wine', 'wire', 'wood', 'wrap', ), classes_split=( [ 48, 177, 82, 179, 37, 243, 28, 277, 32, 84, 215, 145, 182, 170, 22, 72, 30, 141, 65, 257, 221, 225, 52, 75, 231, 158, 236, 156, 47, 74, 6, 18, 71, 242, 217, 251, 66, 263, 5, 45, 14, 73, 278, 198, 24, 23, 196, 252, 19, 135, 26, 229, 183, 200, 107, 272, 246, 269, 125, 59, 279, 15, 163, 258, 57, 195, 51, 88, 97, 58, 102, 36, 137, 31, 80, 160, 155, 61, 238, 96, 190, 25, 219, 152, 142, 201, 274, 249, 178, 192, ], [ 189, 164, 101, 205, 273, 233, 131, 180, 86, 220, 67, 268, 224, 270, 53, 203, 237, 226, 10, 133, 248, 41, 55, 16, 199, 134, 99, 185, 2, 20, 234, 194, 253, 35, 174, 8, 223, 13, 91, 262, 230, 121, 49, 63, 119, 162, 79, 168, 245, 267, 122, 104, 100, 1, 176, 280, 140, 209, 259, 143, 165, 147, 117, 85, 105, 95, 109, 207, 68, 175, 106, 60, 4, 46, 171, 204, 111, 211, 108, 120, 157, 222, 17, 264, 151, 98, 38, 261, 123, 78, 118, 127, 240, 124, ], [ 76, 149, 173, 250, 275, 255, 34, 77, 266, 283, 112, 115, 186, 136, 256, 40, 254, 172, 9, 212, 213, 181, 154, 94, 191, 193, 3, 130, 146, 70, 128, 167, 126, 81, 7, 11, 148, 228, 239, 247, 21, 42, 89, 153, 161, 244, 110, 0, 29, 114, 132, 159, 218, 232, 260, 56, 92, 116, 282, 33, 113, 138, 12, 188, 44, 150, 197, 271, 169, 206, 90, 235, 103, 281, 184, 208, 216, 202, 214, 241, 129, 210, 276, 64, 27, 87, 139, 227, 187, 62, 43, 50, 69, 93, 144, 166, 265, 54, 83, 39, ], ), box_type_3d='euler-depth'))) test_dataloader = dict( batch_size=1, num_workers=1, persistent_workers=True, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='EmbodiedScanDataset', data_root='data', ann_file='embodiedscan_infos_val_split_filtered.pkl', pipeline=[ dict(type='LoadAnnotations3D'), dict( type='MultiViewPipeline', n_images=50, ordered=True, transforms=[ dict(type='LoadImageFromFile', backend_args=None), dict(type='LoadDepthFromFile', backend_args=None), dict(type='ConvertRGBDToPoints', coord_type='CAMERA'), dict(type='PointSample', num_points=10000), dict(type='Resize', scale=( 480, 480, ), keep_ratio=False), ]), dict(type='AggregateMultiViewPoints', coord_type='DEPTH'), dict(type='PointSample', num_points=100000), dict( type='Pack3DDetInputs', keys=[ 'img', 'points', 'gt_bboxes_3d', 'gt_labels_3d', ]), ], test_mode=True, filter_empty_gt=True, box_type_3d='Euler-Depth', metainfo=dict( classes=( 'adhesive tape', 'air conditioner', 'alarm', 'album', 'arch', 'backpack', 'bag', 'balcony', 'ball', 'banister', 'bar', 'barricade', 'baseboard', 'basin', 'basket', 'bathtub', 'beam', 'beanbag', 'bed', 'bench', 'bicycle', 'bidet', 'bin', 'blackboard', 'blanket', 'blinds', 'board', 'body loofah', 'book', 'boots', 'bottle', 'bowl', 'box', 'bread', 'broom', 'brush', 'bucket', 'cabinet', 'calendar', 'camera', 'can', 'candle', 'candlestick', 'cap', 'car', 'carpet', 'cart', 'case', 'chair', 'chandelier', 'cleanser', 'clock', 'clothes', 'clothes dryer', 'coat hanger', 'coffee maker', 'coil', 'column', 'commode', 'computer', 'conducting wire', 'container', 'control', 'copier', 'cosmetics', 'couch', 'counter', 'countertop', 'crate', 'crib', 'cube', 'cup', 'curtain', 'cushion', 'decoration', 'desk', 'detergent', 'device', 'dish rack', 'dishwasher', 'dispenser', 'divider', 'door', 'door knob', 'doorframe', 'doorway', 'drawer', 'dress', 'dresser', 'drum', 'duct', 'dumbbell', 'dustpan', 'dvd', 'eraser', 'excercise equipment', 'fan', 'faucet', 'fence', 'file', 'fire extinguisher', 'fireplace', 'flowerpot', 'flush', 'folder', 'food', 'footstool', 'frame', 'fruit', 'furniture', 'garage door', 'garbage', 'glass', 'globe', 'glove', 'grab bar', 'grass', 'guitar', 'hair dryer', 'hamper', 'handle', 'hanger', 'hat', 'headboard', 'headphones', 'heater', 'helmets', 'holder', 'hook', 'humidifier', 'ironware', 'jacket', 'jalousie', 'jar', 'kettle', 'keyboard', 'kitchen island', 'kitchenware', 'knife', 'label', 'ladder', 'lamp', 'laptop', 'ledge', 'letter', 'light', 'luggage', 'machine', 'magazine', 'mailbox', 'map', 'mask', 'mat', 'mattress', 'menu', 'microwave', 'mirror', 'molding', 'monitor', 'mop', 'mouse', 'napkins', 'notebook', 'ottoman', 'oven', 'pack', 'package', 'pad', 'pan', 'panel', 'paper', 'paper cutter', 'partition', 'pedestal', 'pen', 'person', 'piano', 'picture', 'pillar', 'pillow', 'pipe', 'pitcher', 'plant', 'plate', 'player', 'plug', 'plunger', 'pool', 'pool table', 'poster', 'pot', 'price tag', 'printer', 'projector', 'purse', 'rack', 'radiator', 'radio', 'rail', 'range hood', 'refrigerator', 'remote control', 'ridge', 'rod', 'roll', 'roof', 'rope', 'sack', 'salt', 'scale', 'scissors', 'screen', 'seasoning', 'shampoo', 'sheet', 'shelf', 'shirt', 'shoe', 'shovel', 'shower', 'sign', 'sink', 'soap', 'soap dish', 'soap dispenser', 'socket', 'speaker', 'sponge', 'spoon', 'stairs', 'stall', 'stand', 'stapler', 'statue', 'steps', 'stick', 'stool', 'stopcock', 'stove', 'structure', 'sunglasses', 'support', 'switch', 'table', 'tablet', 'teapot', 'telephone', 'thermostat', 'tissue', 'tissue box', 'toaster', 'toilet', 'toilet paper', 'toiletry', 'tool', 'toothbrush', 'toothpaste', 'towel', 'toy', 'tray', 'treadmill', 'trophy', 'tube', 'tv', 'umbrella', 'urn', 'utensil', 'vacuum cleaner', 'vanity', 'vase', 'vent', 'ventilation', 'wardrobe', 'washbasin', 'washing machine', 'water cooler', 'water heater', 'window', 'window frame', 'windowsill', 'wine', 'wire', 'wood', 'wrap', ), classes_split=( [ 48, 177, 82, 179, 37, 243, 28, 277, 32, 84, 215, 145, 182, 170, 22, 72, 30, 141, 65, 257, 221, 225, 52, 75, 231, 158, 236, 156, 47, 74, 6, 18, 71, 242, 217, 251, 66, 263, 5, 45, 14, 73, 278, 198, 24, 23, 196, 252, 19, 135, 26, 229, 183, 200, 107, 272, 246, 269, 125, 59, 279, 15, 163, 258, 57, 195, 51, 88, 97, 58, 102, 36, 137, 31, 80, 160, 155, 61, 238, 96, 190, 25, 219, 152, 142, 201, 274, 249, 178, 192, ], [ 189, 164, 101, 205, 273, 233, 131, 180, 86, 220, 67, 268, 224, 270, 53, 203, 237, 226, 10, 133, 248, 41, 55, 16, 199, 134, 99, 185, 2, 20, 234, 194, 253, 35, 174, 8, 223, 13, 91, 262, 230, 121, 49, 63, 119, 162, 79, 168, 245, 267, 122, 104, 100, 1, 176, 280, 140, 209, 259, 143, 165, 147, 117, 85, 105, 95, 109, 207, 68, 175, 106, 60, 4, 46, 171, 204, 111, 211, 108, 120, 157, 222, 17, 264, 151, 98, 38, 261, 123, 78, 118, 127, 240, 124, ], [ 76, 149, 173, 250, 275, 255, 34, 77, 266, 283, 112, 115, 186, 136, 256, 40, 254, 172, 9, 212, 213, 181, 154, 94, 191, 193, 3, 130, 146, 70, 128, 167, 126, 81, 7, 11, 148, 228, 239, 247, 21, 42, 89, 153, 161, 244, 110, 0, 29, 114, 132, 159, 218, 232, 260, 56, 92, 116, 282, 33, 113, 138, 12, 188, 44, 150, 197, 271, 169, 206, 90, 235, 103, 281, 184, 208, 216, 202, 214, 241, 129, 210, 276, 64, 27, 87, 139, 227, 187, 62, 43, 50, 69, 93, 144, 166, 265, 54, 83, 39, ], ), box_type_3d='euler-depth'))) val_evaluator = dict(type='IndoorDetMetric') test_evaluator = dict(type='IndoorDetMetric') train_cfg = dict(type='EpochBasedTrainLoop', max_epochs=12, val_interval=1) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') optim_wrapper = dict( type='OptimWrapper', optimizer=dict(type='AdamW', lr=0.001, weight_decay=0.0001), clip_grad=dict(max_norm=10, norm_type=2)) param_scheduler = dict( type='MultiStepLR', begin=0, end=12, by_epoch=True, milestones=[ 8, 11, ], gamma=0.1) custom_hooks = [ dict(type='EmptyCacheHook', after_iter=True), ] launcher = 'slurm' work_dir = '/mnt/petrelfs/wangtai/EmbodiedScan/work_dirs/mv-3ddet-challenge' 2024/02/26 19:51:21 - mmengine - WARNING - Failed to search registry with scope "embodiedscan" in the "vis_backend" registry tree. As a workaround, the current "vis_backend" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "embodiedscan" is a correct scope, or whether the registry is initialized. 2024/02/26 19:51:28 - mmengine - WARNING - Failed to search registry with scope "embodiedscan" in the "hook" registry tree. As a workaround, the current "hook" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "embodiedscan" is a correct scope, or whether the registry is initialized. 2024/02/26 19:51:28 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook (NORMAL ) EmptyCacheHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) EmptyCacheHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (NORMAL ) EmptyCacheHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook (NORMAL ) EmptyCacheHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) EmptyCacheHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) EmptyCacheHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train: (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook (NORMAL ) EmptyCacheHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) EmptyCacheHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) EmptyCacheHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2024/02/26 19:51:30 - mmengine - WARNING - Failed to search registry with scope "embodiedscan" in the "loop" registry tree. As a workaround, the current "loop" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "embodiedscan" is a correct scope, or whether the registry is initialized. 2024/02/26 19:51:30 - mmengine - WARNING - euler-depth is not a meta file, simply parsed as meta information 2024/02/26 19:53:10 - mmengine - WARNING - Failed to search registry with scope "embodiedscan" in the "data sampler" registry tree. As a workaround, the current "data sampler" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "embodiedscan" is a correct scope, or whether the registry is initialized. 2024/02/26 19:53:10 - mmengine - WARNING - Failed to search registry with scope "embodiedscan" in the "optimizer wrapper constructor" registry tree. As a workaround, the current "optimizer wrapper constructor" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "embodiedscan" is a correct scope, or whether the registry is initialized. 2024/02/26 19:53:10 - mmengine - WARNING - Failed to search registry with scope "embodiedscan" in the "optimizer" registry tree. As a workaround, the current "optimizer" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "embodiedscan" is a correct scope, or whether the registry is initialized. 2024/02/26 19:53:10 - mmengine - WARNING - Failed to search registry with scope "embodiedscan" in the "optim_wrapper" registry tree. As a workaround, the current "optim_wrapper" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "embodiedscan" is a correct scope, or whether the registry is initialized. 2024/02/26 19:53:10 - mmengine - WARNING - Failed to search registry with scope "embodiedscan" in the "parameter scheduler" registry tree. As a workaround, the current "parameter scheduler" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "embodiedscan" is a correct scope, or whether the registry is initialized. 2024/02/26 19:53:27 - mmengine - WARNING - The prefix is not set in metric class IndoorDetMetric. 2024/02/26 19:53:30 - mmengine - WARNING - Failed to search registry with scope "embodiedscan" in the "weight initializer" registry tree. As a workaround, the current "weight initializer" registry in "mmengine" is used to build instance. This may cause unexpected failure when running the built modules. Please check whether "embodiedscan" is a correct scope, or whether the registry is initialized. 2024/02/26 19:53:30 - mmengine - INFO - load model from: torchvision://resnet50 2024/02/26 19:53:30 - mmengine - INFO - Loads checkpoint by torchvision backend from path: torchvision://resnet50 2024/02/26 19:53:36 - mmengine - WARNING - The model and loaded state dict do not match exactly size mismatch for conv1.weight: copying a param with shape torch.Size([64, 3, 7, 7]) from checkpoint, the shape in current model is torch.Size([16, 3, 7, 7]). size mismatch for bn1.weight: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for bn1.bias: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for bn1.running_mean: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for bn1.running_var: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.0.conv1.weight: copying a param with shape torch.Size([64, 64, 1, 1]) from checkpoint, the shape in current model is torch.Size([16, 16, 1, 1]). size mismatch for layer1.0.bn1.weight: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.0.bn1.bias: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.0.bn1.running_mean: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.0.bn1.running_var: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.0.conv2.weight: copying a param with shape torch.Size([64, 64, 3, 3]) from checkpoint, the shape in current model is torch.Size([16, 16, 3, 3]). size mismatch for layer1.0.bn2.weight: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.0.bn2.bias: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.0.bn2.running_mean: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.0.bn2.running_var: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.0.conv3.weight: copying a param with shape torch.Size([256, 64, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 16, 1, 1]). size mismatch for layer1.0.bn3.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.0.bn3.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.0.bn3.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.0.bn3.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.0.downsample.0.weight: copying a param with shape torch.Size([256, 64, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 16, 1, 1]). size mismatch for layer1.0.downsample.1.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.0.downsample.1.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.0.downsample.1.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.0.downsample.1.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.1.conv1.weight: copying a param with shape torch.Size([64, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([16, 64, 1, 1]). size mismatch for layer1.1.bn1.weight: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.1.bn1.bias: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.1.bn1.running_mean: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.1.bn1.running_var: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.1.conv2.weight: copying a param with shape torch.Size([64, 64, 3, 3]) from checkpoint, the shape in current model is torch.Size([16, 16, 3, 3]). size mismatch for layer1.1.bn2.weight: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.1.bn2.bias: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.1.bn2.running_mean: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.1.bn2.running_var: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.1.conv3.weight: copying a param with shape torch.Size([256, 64, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 16, 1, 1]). size mismatch for layer1.1.bn3.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.1.bn3.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.1.bn3.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.1.bn3.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.2.conv1.weight: copying a param with shape torch.Size([64, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([16, 64, 1, 1]). size mismatch for layer1.2.bn1.weight: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.2.bn1.bias: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.2.bn1.running_mean: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.2.bn1.running_var: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.2.conv2.weight: copying a param with shape torch.Size([64, 64, 3, 3]) from checkpoint, the shape in current model is torch.Size([16, 16, 3, 3]). size mismatch for layer1.2.bn2.weight: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.2.bn2.bias: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.2.bn2.running_mean: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.2.bn2.running_var: copying a param with shape torch.Size([64]) from checkpoint, the shape in current model is torch.Size([16]). size mismatch for layer1.2.conv3.weight: copying a param with shape torch.Size([256, 64, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 16, 1, 1]). size mismatch for layer1.2.bn3.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.2.bn3.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.2.bn3.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer1.2.bn3.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer2.0.conv1.weight: copying a param with shape torch.Size([128, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([32, 64, 1, 1]). size mismatch for layer2.0.bn1.weight: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.0.bn1.bias: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.0.bn1.running_mean: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.0.bn1.running_var: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.0.conv2.weight: copying a param with shape torch.Size([128, 128, 3, 3]) from checkpoint, the shape in current model is torch.Size([32, 32, 3, 3]). size mismatch for layer2.0.bn2.weight: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.0.bn2.bias: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.0.bn2.running_mean: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.0.bn2.running_var: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.0.conv3.weight: copying a param with shape torch.Size([512, 128, 1, 1]) from checkpoint, the shape in current model is torch.Size([128, 32, 1, 1]). size mismatch for layer2.0.bn3.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.0.bn3.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.0.bn3.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.0.bn3.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.0.downsample.0.weight: copying a param with shape torch.Size([512, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([128, 64, 1, 1]). size mismatch for layer2.0.downsample.1.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.0.downsample.1.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.0.downsample.1.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.0.downsample.1.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.1.conv1.weight: copying a param with shape torch.Size([128, 512, 1, 1]) from checkpoint, the shape in current model is torch.Size([32, 128, 1, 1]). size mismatch for layer2.1.bn1.weight: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.1.bn1.bias: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.1.bn1.running_mean: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.1.bn1.running_var: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.1.conv2.weight: copying a param with shape torch.Size([128, 128, 3, 3]) from checkpoint, the shape in current model is torch.Size([32, 32, 3, 3]). size mismatch for layer2.1.bn2.weight: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.1.bn2.bias: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.1.bn2.running_mean: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.1.bn2.running_var: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.1.conv3.weight: copying a param with shape torch.Size([512, 128, 1, 1]) from checkpoint, the shape in current model is torch.Size([128, 32, 1, 1]). size mismatch for layer2.1.bn3.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.1.bn3.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.1.bn3.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.1.bn3.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.2.conv1.weight: copying a param with shape torch.Size([128, 512, 1, 1]) from checkpoint, the shape in current model is torch.Size([32, 128, 1, 1]). size mismatch for layer2.2.bn1.weight: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.2.bn1.bias: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.2.bn1.running_mean: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.2.bn1.running_var: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.2.conv2.weight: copying a param with shape torch.Size([128, 128, 3, 3]) from checkpoint, the shape in current model is torch.Size([32, 32, 3, 3]). size mismatch for layer2.2.bn2.weight: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.2.bn2.bias: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.2.bn2.running_mean: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.2.bn2.running_var: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.2.conv3.weight: copying a param with shape torch.Size([512, 128, 1, 1]) from checkpoint, the shape in current model is torch.Size([128, 32, 1, 1]). size mismatch for layer2.2.bn3.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.2.bn3.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.2.bn3.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.2.bn3.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.3.conv1.weight: copying a param with shape torch.Size([128, 512, 1, 1]) from checkpoint, the shape in current model is torch.Size([32, 128, 1, 1]). size mismatch for layer2.3.bn1.weight: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.3.bn1.bias: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.3.bn1.running_mean: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.3.bn1.running_var: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.3.conv2.weight: copying a param with shape torch.Size([128, 128, 3, 3]) from checkpoint, the shape in current model is torch.Size([32, 32, 3, 3]). size mismatch for layer2.3.bn2.weight: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.3.bn2.bias: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.3.bn2.running_mean: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.3.bn2.running_var: copying a param with shape torch.Size([128]) from checkpoint, the shape in current model is torch.Size([32]). size mismatch for layer2.3.conv3.weight: copying a param with shape torch.Size([512, 128, 1, 1]) from checkpoint, the shape in current model is torch.Size([128, 32, 1, 1]). size mismatch for layer2.3.bn3.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.3.bn3.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.3.bn3.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer2.3.bn3.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer3.0.conv1.weight: copying a param with shape torch.Size([256, 512, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 128, 1, 1]). size mismatch for layer3.0.bn1.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.0.bn1.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.0.bn1.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.0.bn1.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.0.conv2.weight: copying a param with shape torch.Size([256, 256, 3, 3]) from checkpoint, the shape in current model is torch.Size([64, 64, 3, 3]). size mismatch for layer3.0.bn2.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.0.bn2.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.0.bn2.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.0.bn2.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.0.conv3.weight: copying a param with shape torch.Size([1024, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([256, 64, 1, 1]). size mismatch for layer3.0.bn3.weight: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.0.bn3.bias: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.0.bn3.running_mean: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.0.bn3.running_var: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.0.downsample.0.weight: copying a param with shape torch.Size([1024, 512, 1, 1]) from checkpoint, the shape in current model is torch.Size([256, 128, 1, 1]). size mismatch for layer3.0.downsample.1.weight: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.0.downsample.1.bias: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.0.downsample.1.running_mean: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.0.downsample.1.running_var: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.1.conv1.weight: copying a param with shape torch.Size([256, 1024, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 256, 1, 1]). size mismatch for layer3.1.bn1.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.1.bn1.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.1.bn1.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.1.bn1.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.1.conv2.weight: copying a param with shape torch.Size([256, 256, 3, 3]) from checkpoint, the shape in current model is torch.Size([64, 64, 3, 3]). size mismatch for layer3.1.bn2.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.1.bn2.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.1.bn2.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.1.bn2.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.1.conv3.weight: copying a param with shape torch.Size([1024, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([256, 64, 1, 1]). size mismatch for layer3.1.bn3.weight: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.1.bn3.bias: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.1.bn3.running_mean: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.1.bn3.running_var: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.2.conv1.weight: copying a param with shape torch.Size([256, 1024, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 256, 1, 1]). size mismatch for layer3.2.bn1.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.2.bn1.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.2.bn1.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.2.bn1.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.2.conv2.weight: copying a param with shape torch.Size([256, 256, 3, 3]) from checkpoint, the shape in current model is torch.Size([64, 64, 3, 3]). size mismatch for layer3.2.bn2.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.2.bn2.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.2.bn2.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.2.bn2.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.2.conv3.weight: copying a param with shape torch.Size([1024, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([256, 64, 1, 1]). size mismatch for layer3.2.bn3.weight: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.2.bn3.bias: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.2.bn3.running_mean: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.2.bn3.running_var: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.3.conv1.weight: copying a param with shape torch.Size([256, 1024, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 256, 1, 1]). size mismatch for layer3.3.bn1.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.3.bn1.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.3.bn1.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.3.bn1.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.3.conv2.weight: copying a param with shape torch.Size([256, 256, 3, 3]) from checkpoint, the shape in current model is torch.Size([64, 64, 3, 3]). size mismatch for layer3.3.bn2.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.3.bn2.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.3.bn2.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.3.bn2.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.3.conv3.weight: copying a param with shape torch.Size([1024, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([256, 64, 1, 1]). size mismatch for layer3.3.bn3.weight: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.3.bn3.bias: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.3.bn3.running_mean: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.3.bn3.running_var: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.4.conv1.weight: copying a param with shape torch.Size([256, 1024, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 256, 1, 1]). size mismatch for layer3.4.bn1.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.4.bn1.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.4.bn1.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.4.bn1.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.4.conv2.weight: copying a param with shape torch.Size([256, 256, 3, 3]) from checkpoint, the shape in current model is torch.Size([64, 64, 3, 3]). size mismatch for layer3.4.bn2.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.4.bn2.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.4.bn2.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.4.bn2.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.4.conv3.weight: copying a param with shape torch.Size([1024, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([256, 64, 1, 1]). size mismatch for layer3.4.bn3.weight: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.4.bn3.bias: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.4.bn3.running_mean: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.4.bn3.running_var: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.5.conv1.weight: copying a param with shape torch.Size([256, 1024, 1, 1]) from checkpoint, the shape in current model is torch.Size([64, 256, 1, 1]). size mismatch for layer3.5.bn1.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.5.bn1.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.5.bn1.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.5.bn1.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.5.conv2.weight: copying a param with shape torch.Size([256, 256, 3, 3]) from checkpoint, the shape in current model is torch.Size([64, 64, 3, 3]). size mismatch for layer3.5.bn2.weight: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.5.bn2.bias: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.5.bn2.running_mean: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.5.bn2.running_var: copying a param with shape torch.Size([256]) from checkpoint, the shape in current model is torch.Size([64]). size mismatch for layer3.5.conv3.weight: copying a param with shape torch.Size([1024, 256, 1, 1]) from checkpoint, the shape in current model is torch.Size([256, 64, 1, 1]). size mismatch for layer3.5.bn3.weight: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.5.bn3.bias: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.5.bn3.running_mean: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer3.5.bn3.running_var: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([256]). size mismatch for layer4.0.conv1.weight: copying a param with shape torch.Size([512, 1024, 1, 1]) from checkpoint, the shape in current model is torch.Size([128, 256, 1, 1]). size mismatch for layer4.0.bn1.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.0.bn1.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.0.bn1.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.0.bn1.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.0.conv2.weight: copying a param with shape torch.Size([512, 512, 3, 3]) from checkpoint, the shape in current model is torch.Size([128, 128, 3, 3]). size mismatch for layer4.0.bn2.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.0.bn2.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.0.bn2.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.0.bn2.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.0.conv3.weight: copying a param with shape torch.Size([2048, 512, 1, 1]) from checkpoint, the shape in current model is torch.Size([512, 128, 1, 1]). size mismatch for layer4.0.bn3.weight: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.0.bn3.bias: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.0.bn3.running_mean: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.0.bn3.running_var: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.0.downsample.0.weight: copying a param with shape torch.Size([2048, 1024, 1, 1]) from checkpoint, the shape in current model is torch.Size([512, 256, 1, 1]). size mismatch for layer4.0.downsample.1.weight: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.0.downsample.1.bias: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.0.downsample.1.running_mean: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.0.downsample.1.running_var: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.1.conv1.weight: copying a param with shape torch.Size([512, 2048, 1, 1]) from checkpoint, the shape in current model is torch.Size([128, 512, 1, 1]). size mismatch for layer4.1.bn1.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.1.bn1.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.1.bn1.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.1.bn1.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.1.conv2.weight: copying a param with shape torch.Size([512, 512, 3, 3]) from checkpoint, the shape in current model is torch.Size([128, 128, 3, 3]). size mismatch for layer4.1.bn2.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.1.bn2.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.1.bn2.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.1.bn2.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.1.conv3.weight: copying a param with shape torch.Size([2048, 512, 1, 1]) from checkpoint, the shape in current model is torch.Size([512, 128, 1, 1]). size mismatch for layer4.1.bn3.weight: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.1.bn3.bias: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.1.bn3.running_mean: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.1.bn3.running_var: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.2.conv1.weight: copying a param with shape torch.Size([512, 2048, 1, 1]) from checkpoint, the shape in current model is torch.Size([128, 512, 1, 1]). size mismatch for layer4.2.bn1.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.2.bn1.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.2.bn1.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.2.bn1.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.2.conv2.weight: copying a param with shape torch.Size([512, 512, 3, 3]) from checkpoint, the shape in current model is torch.Size([128, 128, 3, 3]). size mismatch for layer4.2.bn2.weight: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.2.bn2.bias: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.2.bn2.running_mean: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.2.bn2.running_var: copying a param with shape torch.Size([512]) from checkpoint, the shape in current model is torch.Size([128]). size mismatch for layer4.2.conv3.weight: copying a param with shape torch.Size([2048, 512, 1, 1]) from checkpoint, the shape in current model is torch.Size([512, 128, 1, 1]). size mismatch for layer4.2.bn3.weight: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.2.bn3.bias: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.2.bn3.running_mean: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). size mismatch for layer4.2.bn3.running_var: copying a param with shape torch.Size([2048]) from checkpoint, the shape in current model is torch.Size([512]). unexpected key in source state_dict: fc.weight, fc.bias Name of parameter - Initialization information backbone.conv1.weight - torch.Size([16, 3, 7, 7]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.bn1.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.bn1.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.conv1.weight - torch.Size([16, 16, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.bn1.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.bn1.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.conv2.weight - torch.Size([16, 16, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.bn2.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.bn2.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.conv3.weight - torch.Size([64, 16, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.bn3.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.bn3.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.downsample.0.weight - torch.Size([64, 16, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.downsample.1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.0.downsample.1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.1.conv1.weight - torch.Size([16, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.1.bn1.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.1.bn1.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.1.conv2.weight - torch.Size([16, 16, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.1.bn2.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.1.bn2.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.1.conv3.weight - torch.Size([64, 16, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.1.bn3.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.1.bn3.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.2.conv1.weight - torch.Size([16, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.2.bn1.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.2.bn1.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.2.conv2.weight - torch.Size([16, 16, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.2.bn2.weight - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.2.bn2.bias - torch.Size([16]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.2.conv3.weight - torch.Size([64, 16, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.2.bn3.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer1.2.bn3.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.conv1.weight - torch.Size([32, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.bn1.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.bn1.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.conv2.weight - torch.Size([32, 32, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.bn2.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.bn2.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.conv3.weight - torch.Size([128, 32, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.bn3.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.bn3.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.downsample.0.weight - torch.Size([128, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.downsample.1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.0.downsample.1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.1.conv1.weight - torch.Size([32, 128, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.1.bn1.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.1.bn1.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.1.conv2.weight - torch.Size([32, 32, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.1.bn2.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.1.bn2.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.1.conv3.weight - torch.Size([128, 32, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.1.bn3.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.1.bn3.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.2.conv1.weight - torch.Size([32, 128, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.2.bn1.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.2.bn1.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.2.conv2.weight - torch.Size([32, 32, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.2.bn2.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.2.bn2.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.2.conv3.weight - torch.Size([128, 32, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.2.bn3.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.2.bn3.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.3.conv1.weight - torch.Size([32, 128, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.3.bn1.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.3.bn1.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.3.conv2.weight - torch.Size([32, 32, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.3.bn2.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.3.bn2.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.3.conv3.weight - torch.Size([128, 32, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.3.bn3.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer2.3.bn3.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.conv1.weight - torch.Size([64, 128, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.conv2.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.bn2.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.bn2.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.conv3.weight - torch.Size([256, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.bn3.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.bn3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.downsample.0.weight - torch.Size([256, 128, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.downsample.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.0.downsample.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.1.conv1.weight - torch.Size([64, 256, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.1.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.1.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.1.conv2.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.1.bn2.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.1.bn2.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.1.conv3.weight - torch.Size([256, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.1.bn3.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.1.bn3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.2.conv1.weight - torch.Size([64, 256, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.2.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.2.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.2.conv2.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.2.bn2.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.2.bn2.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.2.conv3.weight - torch.Size([256, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.2.bn3.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.2.bn3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.3.conv1.weight - torch.Size([64, 256, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.3.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.3.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.3.conv2.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.3.bn2.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.3.bn2.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.3.conv3.weight - torch.Size([256, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.3.bn3.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.3.bn3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.4.conv1.weight - torch.Size([64, 256, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.4.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.4.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.4.conv2.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.4.bn2.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.4.bn2.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.4.conv3.weight - torch.Size([256, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.4.bn3.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.4.bn3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.5.conv1.weight - torch.Size([64, 256, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.5.bn1.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.5.bn1.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.5.conv2.weight - torch.Size([64, 64, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.5.bn2.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.5.bn2.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.5.conv3.weight - torch.Size([256, 64, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.5.bn3.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer3.5.bn3.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.conv1.weight - torch.Size([128, 256, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.bn1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.bn1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.conv2.weight - torch.Size([128, 128, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.bn2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.bn2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.conv3.weight - torch.Size([512, 128, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.bn3.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.bn3.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.downsample.0.weight - torch.Size([512, 256, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.downsample.1.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.0.downsample.1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.1.conv1.weight - torch.Size([128, 512, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.1.bn1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.1.bn1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.1.conv2.weight - torch.Size([128, 128, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.1.bn2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.1.bn2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.1.conv3.weight - torch.Size([512, 128, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.1.bn3.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.1.bn3.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.2.conv1.weight - torch.Size([128, 512, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.2.bn1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.2.bn1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.2.conv2.weight - torch.Size([128, 128, 3, 3]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.2.bn2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.2.bn2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.2.conv3.weight - torch.Size([512, 128, 1, 1]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.2.bn3.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone.layer4.2.bn3.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.conv1.kernel - torch.Size([27, 3, 64]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.norm1.weight - torch.Size([1, 64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.norm1.bias - torch.Size([1, 64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.0.conv1.kernel - torch.Size([27, 64, 64]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer1.0.norm1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.0.norm1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.0.conv2.kernel - torch.Size([27, 64, 64]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer1.0.norm2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.0.norm2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.0.downsample.0.kernel - torch.Size([1, 64, 64]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer1.0.downsample.1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.0.downsample.1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.1.conv1.kernel - torch.Size([27, 64, 64]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer1.1.norm1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.1.norm1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.1.conv2.kernel - torch.Size([27, 64, 64]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer1.1.norm2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.1.norm2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.2.conv1.kernel - torch.Size([27, 64, 64]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer1.2.norm1.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.2.norm1.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.2.conv2.kernel - torch.Size([27, 64, 64]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer1.2.norm2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer1.2.norm2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.0.conv1.kernel - torch.Size([27, 64, 128]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer2.0.norm1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.0.norm1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.0.conv2.kernel - torch.Size([27, 128, 128]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer2.0.norm2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.0.norm2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.0.downsample.0.kernel - torch.Size([1, 64, 128]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer2.0.downsample.1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.0.downsample.1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.1.conv1.kernel - torch.Size([27, 128, 128]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer2.1.norm1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.1.norm1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.1.conv2.kernel - torch.Size([27, 128, 128]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer2.1.norm2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.1.norm2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.2.conv1.kernel - torch.Size([27, 128, 128]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer2.2.norm1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.2.norm1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.2.conv2.kernel - torch.Size([27, 128, 128]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer2.2.norm2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.2.norm2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.3.conv1.kernel - torch.Size([27, 128, 128]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer2.3.norm1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.3.norm1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.3.conv2.kernel - torch.Size([27, 128, 128]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer2.3.norm2.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer2.3.norm2.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.0.conv1.kernel - torch.Size([27, 128, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.0.norm1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.0.norm1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.0.conv2.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.0.norm2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.0.norm2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.0.downsample.0.kernel - torch.Size([1, 128, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.0.downsample.1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.0.downsample.1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.1.conv1.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.1.norm1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.1.norm1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.1.conv2.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.1.norm2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.1.norm2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.2.conv1.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.2.norm1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.2.norm1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.2.conv2.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.2.norm2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.2.norm2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.3.conv1.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.3.norm1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.3.norm1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.3.conv2.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.3.norm2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.3.norm2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.4.conv1.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.4.norm1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.4.norm1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.4.conv2.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.4.norm2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.4.norm2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.5.conv1.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.5.norm1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.5.norm1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.5.conv2.kernel - torch.Size([27, 256, 256]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer3.5.norm2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer3.5.norm2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.0.conv1.kernel - torch.Size([27, 256, 512]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer4.0.norm1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.0.norm1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.0.conv2.kernel - torch.Size([27, 512, 512]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer4.0.norm2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.0.norm2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.0.downsample.0.kernel - torch.Size([1, 256, 512]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer4.0.downsample.1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.0.downsample.1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.1.conv1.kernel - torch.Size([27, 512, 512]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer4.1.norm1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.1.norm1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.1.conv2.kernel - torch.Size([27, 512, 512]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer4.1.norm2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.1.norm2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.2.conv1.kernel - torch.Size([27, 512, 512]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer4.2.norm1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.2.norm1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.2.conv2.kernel - torch.Size([27, 512, 512]): Initialized by user-defined `init_weights` in MinkResNet backbone_lidar.layer4.2.norm2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector backbone_lidar.layer4.2.norm2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_0.0.kernel - torch.Size([27, 128, 128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_0.1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_0.1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_1.0.kernel - torch.Size([8, 256, 128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_1.1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_1.1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_1.3.kernel - torch.Size([27, 128, 128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_1.4.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_1.4.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_1.0.kernel - torch.Size([27, 256, 128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_1.1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_1.1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_2.0.kernel - torch.Size([8, 512, 256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_2.1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_2.1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_2.3.kernel - torch.Size([27, 256, 256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_2.4.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_2.4.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_2.0.kernel - torch.Size([27, 512, 128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_2.1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_2.1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_3.0.kernel - torch.Size([8, 1024, 512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_3.1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_3.1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_3.3.kernel - torch.Size([27, 512, 512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_3.4.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.up_block_3.4.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_3.0.kernel - torch.Size([27, 1024, 128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_3.1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.out_block_3.1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.conv_center.kernel - torch.Size([128, 1]): Initialized by user-defined `init_weights` in FCAF3DHeadRotMat bbox_head.conv_reg.kernel - torch.Size([128, 12]): Initialized by user-defined `init_weights` in FCAF3DHeadRotMat bbox_head.conv_cls.kernel - torch.Size([128, 284]): Initialized by user-defined `init_weights` in FCAF3DHeadRotMat bbox_head.conv_cls.bias - torch.Size([1, 284]): Initialized by user-defined `init_weights` in FCAF3DHeadRotMat bbox_head.scales.0.scale - torch.Size([]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.scales.1.scale - torch.Size([]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.scales.2.scale - torch.Size([]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector bbox_head.scales.3.scale - torch.Size([]): The value is the same before and after calling `init_weights` of SparseFeatureFusionSingleStage3DDetector 2024/02/26 19:53:36 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2024/02/26 19:53:36 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2024/02/26 19:53:36 - mmengine - INFO - Checkpoints will be saved to /mnt/petrelfs/wangtai/EmbodiedScan/work_dirs/mv-3ddet-challenge. 2024/02/26 19:57:14 - mmengine - INFO - Epoch(train) [1][ 50/973] lr: 1.0000e-03 eta: 14:02:36 time: 4.3486 data_time: 1.6591 memory: 17858 grad_norm: 0.8766 loss: 2.4955 loss_center: 0.6934 loss_bbox: 0.7682 loss_cls: 1.0338 2024/02/26 20:00:21 - mmengine - INFO - Epoch(train) [1][100/973] lr: 1.0000e-03 eta: 13:00:28 time: 3.7420 data_time: 2.4591 memory: 18282 grad_norm: 0.8889 loss: 2.0983 loss_center: 0.6523 loss_bbox: 0.5623 loss_cls: 0.8836 2024/02/26 20:03:26 - mmengine - INFO - Epoch(train) [1][150/973] lr: 1.0000e-03 eta: 12:34:18 time: 3.6895 data_time: 1.2897 memory: 15891 grad_norm: 0.8795 loss: 2.0271 loss_center: 0.6699 loss_bbox: 0.4904 loss_cls: 0.8667 2024/02/26 20:06:28 - mmengine - INFO - Epoch(train) [1][200/973] lr: 1.0000e-03 eta: 12:17:52 time: 3.6514 data_time: 1.1014 memory: 16915 grad_norm: 0.7236 loss: 1.9006 loss_center: 0.6181 loss_bbox: 0.4977 loss_cls: 0.7848 2024/02/26 20:09:38 - mmengine - INFO - Epoch(train) [1][250/973] lr: 1.0000e-03 eta: 12:12:22 time: 3.7979 data_time: 0.1993 memory: 16081 grad_norm: 0.7534 loss: 2.0471 loss_center: 0.7227 loss_bbox: 0.4521 loss_cls: 0.8724 2024/02/26 20:12:35 - mmengine - INFO - Epoch(train) [1][300/973] lr: 1.0000e-03 eta: 11:59:24 time: 3.5365 data_time: 0.1115 memory: 17487 grad_norm: 0.6977 loss: 2.0921 loss_center: 0.7470 loss_bbox: 0.4426 loss_cls: 0.9024 2024/02/26 20:15:54 - mmengine - INFO - Epoch(train) [1][350/973] lr: 1.0000e-03 eta: 12:01:23 time: 3.9855 data_time: 0.4874 memory: 18318 grad_norm: 0.6355 loss: 1.8822 loss_center: 0.6503 loss_bbox: 0.4508 loss_cls: 0.7810 2024/02/26 20:18:42 - mmengine - INFO - Epoch(train) [1][400/973] lr: 1.0000e-03 eta: 11:47:29 time: 3.3656 data_time: 0.6176 memory: 20490 grad_norm: 0.7449 loss: 1.8453 loss_center: 0.6295 loss_bbox: 0.4899 loss_cls: 0.7258 2024/02/26 20:21:37 - mmengine - INFO - Epoch(train) [1][450/973] lr: 1.0000e-03 eta: 11:38:47 time: 3.4970 data_time: 0.9044 memory: 16398 grad_norm: 0.7332 loss: 1.7780 loss_center: 0.6184 loss_bbox: 0.4347 loss_cls: 0.7249 2024/02/26 20:24:37 - mmengine - INFO - Epoch(train) [1][500/973] lr: 1.0000e-03 eta: 11:33:00 time: 3.5912 data_time: 1.2563 memory: 17329 grad_norm: 0.5426 loss: 1.7793 loss_center: 0.6051 loss_bbox: 0.4645 loss_cls: 0.7097 2024/02/26 20:27:19 - mmengine - INFO - Epoch(train) [1][550/973] lr: 1.0000e-03 eta: 11:21:43 time: 3.2348 data_time: 1.0147 memory: 18821 grad_norm: 0.5790 loss: 1.8667 loss_center: 0.6710 loss_bbox: 0.4470 loss_cls: 0.7487 2024/02/26 20:30:10 - mmengine - INFO - Epoch(train) [1][600/973] lr: 1.0000e-03 eta: 11:14:47 time: 3.4248 data_time: 0.9654 memory: 15473 grad_norm: 0.5923 loss: 1.7992 loss_center: 0.6543 loss_bbox: 0.4088 loss_cls: 0.7361 2024/02/26 20:33:10 - mmengine - INFO - Epoch(train) [1][650/973] lr: 1.0000e-03 eta: 11:10:54 time: 3.5963 data_time: 0.2775 memory: 16887 grad_norm: 0.5227 loss: 1.7962 loss_center: 0.6335 loss_bbox: 0.4693 loss_cls: 0.6933 2024/02/26 20:36:12 - mmengine - INFO - Epoch(train) [1][700/973] lr: 1.0000e-03 eta: 11:07:56 time: 3.6564 data_time: 0.1796 memory: 16048 grad_norm: 0.5588 loss: 1.7423 loss_center: 0.6514 loss_bbox: 0.3915 loss_cls: 0.6994 2024/02/26 20:39:03 - mmengine - INFO - Epoch(train) [1][750/973] lr: 1.0000e-03 eta: 11:02:02 time: 3.4161 data_time: 0.2601 memory: 21313 grad_norm: 0.5505 loss: 1.6282 loss_center: 0.5906 loss_bbox: 0.4069 loss_cls: 0.6307 2024/02/26 20:42:04 - mmengine - INFO - Epoch(train) [1][800/973] lr: 1.0000e-03 eta: 10:58:40 time: 3.6059 data_time: 0.2795 memory: 18375 grad_norm: 0.5767 loss: 1.7244 loss_center: 0.6484 loss_bbox: 0.3896 loss_cls: 0.6864 2024/02/26 20:45:22 - mmengine - INFO - Epoch(train) [1][850/973] lr: 1.0000e-03 eta: 10:59:07 time: 3.9615 data_time: 0.1715 memory: 15647 grad_norm: 0.5290 loss: 1.6772 loss_center: 0.6139 loss_bbox: 0.4091 loss_cls: 0.6541 2024/02/26 20:48:22 - mmengine - INFO - Epoch(train) [1][900/973] lr: 1.0000e-03 eta: 10:55:33 time: 3.6006 data_time: 0.2434 memory: 16248 grad_norm: 0.4918 loss: 1.7103 loss_center: 0.6344 loss_bbox: 0.4185 loss_cls: 0.6574 2024/02/26 20:51:25 - mmengine - INFO - Epoch(train) [1][950/973] lr: 1.0000e-03 eta: 10:52:35 time: 3.6579 data_time: 0.2102 memory: 16540 grad_norm: 0.5121 loss: 1.7911 loss_center: 0.6758 loss_bbox: 0.4271 loss_cls: 0.6883 2024/02/26 20:52:30 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/26 20:52:30 - mmengine - INFO - Saving checkpoint at 1 epochs 2024/02/26 20:54:53 - mmengine - INFO - Epoch(val) [1][ 50/103] eta: 0:02:21 time: 2.6644 data_time: 2.2475 memory: 15888 2024/02/26 21:03:10 - mmengine - INFO - Epoch(val) [1][100/103] eta: 0:00:18 time: 9.9440 data_time: 9.5233 memory: 4465 2024/02/26 21:16:52 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | air conditioner | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | backpack | 0.3536 | 0.8226 | 0.2002 | 0.5484 | | bag | 0.0239 | 0.6854 | 0.0041 | 0.2303 | | ball | 0.0113 | 0.6190 | 0.0071 | 0.4286 | | banister | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | bar | 0.0001 | 0.0667 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0004 | 0.4118 | 0.0002 | 0.1176 | | basket | 0.0165 | 0.7391 | 0.0038 | 0.2348 | | bathtub | 0.6085 | 0.8769 | 0.3231 | 0.6154 | | beam | 0.0020 | 0.1364 | 0.0000 | 0.0000 | | beanbag | 0.0705 | 1.0000 | 0.0372 | 0.6667 | | bed | 0.7285 | 0.9467 | 0.2231 | 0.5680 | | bench | 0.0308 | 0.8113 | 0.0039 | 0.2830 | | bicycle | 0.0025 | 0.8333 | 0.0000 | 0.0000 | | bidet | 0.3651 | 0.6667 | 0.3651 | 0.6667 | | bin | 0.3952 | 0.8867 | 0.2127 | 0.6346 | | blackboard | 0.0022 | 0.3205 | 0.0000 | 0.0128 | | blanket | 0.0586 | 0.7500 | 0.0018 | 0.1300 | | blinds | 0.0007 | 0.3000 | 0.0000 | 0.0200 | | board | 0.0010 | 0.5161 | 0.0000 | 0.0806 | | body loofah | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | book | 0.0319 | 0.3636 | 0.0003 | 0.0364 | | bottle | 0.0050 | 0.2368 | 0.0004 | 0.0446 | | bowl | 0.0045 | 0.2754 | 0.0002 | 0.0435 | | box | 0.0359 | 0.5211 | 0.0066 | 0.1829 | | bread | 0.0041 | 0.2000 | 0.0000 | 0.0000 | | broom | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | brush | 0.0012 | 0.1429 | 0.0000 | 0.0000 | | bucket | 0.0274 | 0.8462 | 0.0132 | 0.3590 | | cabinet | 0.0893 | 0.8000 | 0.0255 | 0.3028 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0025 | 0.0833 | 0.0000 | 0.0000 | | candle | 0.0001 | 0.1111 | 0.0000 | 0.0000 | | candlestick | 0.0008 | 1.0000 | 0.0000 | 0.0000 | | car | 0.0114 | 0.4286 | 0.0000 | 0.0000 | | carpet | 0.0011 | 0.0238 | 0.0000 | 0.0000 | | cart | 0.0073 | 0.7500 | 0.0008 | 0.5000 | | case | 0.0052 | 0.4294 | 0.0007 | 0.1243 | | chair | 0.7594 | 0.9244 | 0.5561 | 0.7153 | | chandelier | 0.0030 | 0.3810 | 0.0000 | 0.0476 | | clock | 0.0003 | 0.1702 | 0.0000 | 0.0213 | | clothes | 0.0549 | 0.6433 | 0.0074 | 0.1975 | | clothes dryer | 0.0074 | 0.7333 | 0.0020 | 0.5333 | | coffee maker | 0.0145 | 0.7586 | 0.0018 | 0.2069 | | column | 0.0020 | 0.4737 | 0.0000 | 0.0000 | | commode | 0.0548 | 0.9615 | 0.0371 | 0.6154 | | computer | 0.0108 | 0.6949 | 0.0025 | 0.1864 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | container | 0.0032 | 0.5254 | 0.0015 | 0.1356 | | copier | 0.0958 | 0.9167 | 0.0714 | 0.6667 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | couch | 0.4024 | 0.9050 | 0.1790 | 0.5331 | | counter | 0.0139 | 0.3670 | 0.0001 | 0.0275 | | countertop | 0.0115 | 0.2143 | 0.0002 | 0.0357 | | crate | 0.0041 | 0.8571 | 0.0019 | 0.7143 | | crib | 0.0173 | 1.0000 | 0.0142 | 0.6667 | | cube | 0.2500 | 1.0000 | 0.2500 | 1.0000 | | cup | 0.0015 | 0.1356 | 0.0000 | 0.0085 | | curtain | 0.0562 | 0.7952 | 0.0004 | 0.1084 | | cushion | 0.0073 | 0.7059 | 0.0006 | 0.1961 | | decoration | 0.0014 | 0.3143 | 0.0001 | 0.0429 | | desk | 0.1974 | 0.9148 | 0.0678 | 0.5568 | | device | 0.0001 | 0.1818 | 0.0000 | 0.0000 | | dish rack | 0.0021 | 0.6000 | 0.0000 | 0.0000 | | dishwasher | 0.0012 | 0.4000 | 0.0000 | 0.0000 | | dispenser | 0.1615 | 0.7273 | 0.1032 | 0.4318 | | door | 0.0234 | 0.6490 | 0.0003 | 0.0874 | | doorframe | 0.0407 | 0.7923 | 0.0008 | 0.1127 | | doorway | 0.0001 | 0.1111 | 0.0000 | 0.0000 | | drawer | 0.0029 | 0.6111 | 0.0005 | 0.3889 | | dresser | 0.0428 | 0.9259 | 0.0208 | 0.6296 | | dumbbell | 0.0019 | 0.3333 | 0.0000 | 0.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | excercise equipment | 0.0047 | 0.8000 | 0.0000 | 0.0000 | | fan | 0.0062 | 0.4688 | 0.0000 | 0.0469 | | faucet | 0.0002 | 0.1489 | 0.0000 | 0.0000 | | fence | 0.0001 | 0.0833 | 0.0000 | 0.0000 | | file | 0.0249 | 0.4706 | 0.0000 | 0.0294 | | fire extinguisher | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fireplace | 0.0035 | 0.7857 | 0.0001 | 0.1071 | | flowerpot | 0.0019 | 0.4706 | 0.0008 | 0.1373 | | folder | 0.0014 | 0.5714 | 0.0000 | 0.0000 | | food | 0.0025 | 0.0909 | 0.0025 | 0.0909 | | footstool | 0.0051 | 0.5000 | 0.0051 | 0.5000 | | frame | 0.0011 | 0.2449 | 0.0000 | 0.0408 | | fruit | 0.0096 | 0.4286 | 0.0076 | 0.1429 | | furniture | 0.0002 | 0.5000 | 0.0001 | 0.3333 | | garage door | 0.0000 | 0.1667 | 0.0000 | 0.0000 | | garbage | 0.0259 | 0.8750 | 0.0135 | 0.6250 | | globe | 0.0002 | 1.0000 | 0.0000 | 0.0000 | | guitar | 0.0018 | 0.5000 | 0.0009 | 0.3333 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hamper | 0.0678 | 1.0000 | 0.0495 | 0.7273 | | hanger | 0.0001 | 0.0833 | 0.0000 | 0.0000 | | hat | 0.0005 | 0.2222 | 0.0000 | 0.1111 | | headboard | 0.0000 | 0.1250 | 0.0000 | 0.0000 | | headphones | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | heater | 0.0330 | 0.7414 | 0.0052 | 0.2414 | | helmets | 0.0000 | 0.3333 | 0.0000 | 0.0000 | | holder | 0.0003 | 0.2222 | 0.0000 | 0.0000 | | jacket | 0.1274 | 0.8333 | 0.0009 | 0.0417 | | jalousie | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jar | 0.0006 | 0.3846 | 0.0002 | 0.1538 | | kettle | 0.0023 | 0.5000 | 0.0006 | 0.1667 | | keyboard | 0.0058 | 0.1098 | 0.0000 | 0.0000 | | kitchen island | 0.0365 | 0.8571 | 0.0268 | 0.4286 | | kitchenware | 0.0032 | 0.3913 | 0.0001 | 0.0435 | | ladder | 0.0032 | 0.5882 | 0.0022 | 0.3529 | | lamp | 0.1382 | 0.5761 | 0.0150 | 0.1672 | | laptop | 0.0036 | 0.4348 | 0.0004 | 0.1304 | | letter | 0.0212 | 0.7500 | 0.0000 | 0.0000 | | light | 0.0054 | 0.1218 | 0.0032 | 0.0128 | | luggage | 0.0008 | 0.6667 | 0.0008 | 0.6667 | | machine | 0.0157 | 1.0000 | 0.0085 | 0.3684 | | magazine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mailbox | 0.0122 | 0.4000 | 0.0000 | 0.0000 | | mat | 0.0000 | 0.0270 | 0.0000 | 0.0000 | | menu | 0.0005 | 0.2857 | 0.0000 | 0.0000 | | microwave | 0.0851 | 0.7551 | 0.0496 | 0.3878 | | mirror | 0.0125 | 0.3425 | 0.0000 | 0.0221 | | monitor | 0.2130 | 0.8531 | 0.0157 | 0.2429 | | mop | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0014 | 0.3333 | 0.0000 | 0.0000 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ottoman | 0.0885 | 0.8611 | 0.0724 | 0.6389 | | oven | 0.0123 | 0.7143 | 0.0023 | 0.1071 | | pack | 0.0060 | 0.7333 | 0.0003 | 0.0667 | | pan | 0.0008 | 0.2941 | 0.0001 | 0.0588 | | paper | 0.0013 | 0.0866 | 0.0001 | 0.0209 | | paper cutter | 0.0180 | 0.6667 | 0.0000 | 0.0000 | | partition | 0.0003 | 0.3333 | 0.0000 | 0.0000 | | person | 0.0007 | 0.5000 | 0.0001 | 0.1667 | | piano | 0.0023 | 0.8000 | 0.0000 | 0.2000 | | picture | 0.0028 | 0.1524 | 0.0001 | 0.0130 | | pillar | 0.0357 | 0.6744 | 0.0007 | 0.0930 | | pillow | 0.3283 | 0.8187 | 0.0545 | 0.2636 | | pipe | 0.0001 | 0.1923 | 0.0000 | 0.0385 | | pitcher | 0.0001 | 0.3333 | 0.0000 | 0.0000 | | plant | 0.0549 | 0.6998 | 0.0070 | 0.2032 | | plate | 0.0026 | 0.2692 | 0.0005 | 0.0769 | | player | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.0100 | 0.2000 | 0.0000 | 0.0000 | | pool | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0185 | 0.3333 | 0.0000 | 0.0000 | | poster | 0.0019 | 0.1515 | 0.0000 | 0.0152 | | pot | 0.0061 | 0.6296 | 0.0008 | 0.1852 | | price tag | 0.0006 | 0.4286 | 0.0001 | 0.1429 | | printer | 0.1634 | 0.7755 | 0.1331 | 0.5510 | | projector | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | purse | 0.0001 | 0.1667 | 0.0000 | 0.0000 | | rack | 0.0043 | 0.6731 | 0.0009 | 0.1923 | | radiator | 0.1375 | 0.7614 | 0.0280 | 0.2159 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | rail | 0.0001 | 0.3125 | 0.0000 | 0.0312 | | range hood | 0.0031 | 0.2857 | 0.0000 | 0.0000 | | refrigerator | 0.0227 | 0.8600 | 0.0090 | 0.3000 | | remote control | 0.0000 | 0.0357 | 0.0000 | 0.0000 | | roll | 0.0005 | 0.2000 | 0.0000 | 0.0000 | | roof | 0.0002 | 0.3333 | 0.0000 | 0.0417 | | sack | 0.0045 | 0.8571 | 0.0022 | 0.7143 | | scale | 0.0752 | 0.4545 | 0.0102 | 0.2727 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shelf | 0.1361 | 0.7122 | 0.0092 | 0.2050 | | shoe | 0.0108 | 0.3364 | 0.0027 | 0.0935 | | shower | 0.0015 | 0.2333 | 0.0005 | 0.1000 | | sign | 0.0014 | 0.2667 | 0.0000 | 0.0333 | | sink | 0.4198 | 0.8250 | 0.1250 | 0.2667 | | soap dish | 0.0007 | 0.2667 | 0.0000 | 0.0000 | | soap dispenser | 0.0255 | 0.7037 | 0.0015 | 0.1111 | | socket | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | speaker | 0.0001 | 0.1818 | 0.0000 | 0.0909 | | stairs | 0.0186 | 0.4306 | 0.0001 | 0.0694 | | stall | 0.0250 | 0.6471 | 0.0002 | 0.1176 | | stand | 0.1230 | 0.8659 | 0.0898 | 0.6707 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | statue | 0.0021 | 0.4737 | 0.0009 | 0.2632 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stool | 0.0496 | 0.7983 | 0.0290 | 0.4706 | | stopcock | 0.0004 | 0.0741 | 0.0000 | 0.0000 | | stove | 0.0153 | 0.7500 | 0.0002 | 0.1111 | | structure | 0.0004 | 0.5000 | 0.0004 | 0.5000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | switch | 0.0000 | 0.0065 | 0.0000 | 0.0000 | | table | 0.2755 | 0.8756 | 0.1296 | 0.5953 | | tablet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | teapot | 0.0032 | 0.6667 | 0.0000 | 0.1111 | | telephone | 0.0066 | 0.2667 | 0.0000 | 0.0000 | | tissue | 0.0301 | 0.4615 | 0.0263 | 0.2308 | | tissue box | 0.0031 | 0.4688 | 0.0005 | 0.1562 | | toaster | 0.0083 | 0.8000 | 0.0018 | 0.3000 | | toilet | 0.6680 | 0.8731 | 0.4712 | 0.7388 | | toilet paper | 0.0284 | 0.3145 | 0.0002 | 0.0403 | | toiletry | 0.0004 | 0.1739 | 0.0000 | 0.0000 | | towel | 0.0494 | 0.5272 | 0.0032 | 0.1190 | | toy | 0.0012 | 0.3636 | 0.0002 | 0.1061 | | tray | 0.0006 | 0.4286 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tv | 0.0324 | 0.5248 | 0.0009 | 0.1089 | | umbrella | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.0508 | 0.7143 | 0.0507 | 0.5714 | | vanity | 0.1877 | 0.9524 | 0.1060 | 0.6190 | | vase | 0.0308 | 0.4600 | 0.0302 | 0.2200 | | wardrobe | 0.0128 | 0.8072 | 0.0008 | 0.2289 | | washbasin | 0.0139 | 0.4000 | 0.0044 | 0.2667 | | washing machine | 0.0125 | 0.8571 | 0.0013 | 0.3214 | | water cooler | 0.0502 | 1.0000 | 0.0500 | 0.5000 | | water heater | 0.0479 | 1.0000 | 0.0455 | 0.5000 | | window | 0.0128 | 0.4848 | 0.0001 | 0.0455 | | window frame | 0.0021 | 0.4444 | 0.0000 | 0.0606 | | windowsill | 0.0004 | 0.3696 | 0.0000 | 0.0217 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | balcony | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coat hanger | 0.0037 | 1.0000 | 0.0000 | 0.0000 | | coil | 0.0003 | 0.1667 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.0007 | 0.5000 | 0.0000 | 0.0000 | | ledge | 0.0308 | 0.5000 | 0.0000 | 0.0000 | | salt | 0.0037 | 1.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tool | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0003 | 0.1333 | 0.0000 | 0.0333 | | glove | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | vent | 0.0001 | 0.0417 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | rod | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sunglasses | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | soap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0357 | 0.3788 | 0.0169 | 0.1362 | +---------------------+---------+---------+---------+---------+ 2024/02/26 21:16:52 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.7594 | 0.9244 | 0.5561 | 0.7153 | | picture | 0.0028 | 0.1524 | 0.0001 | 0.0130 | | door | 0.0234 | 0.6490 | 0.0003 | 0.0874 | | pillow | 0.3283 | 0.8187 | 0.0545 | 0.2636 | | cabinet | 0.0893 | 0.8000 | 0.0255 | 0.3028 | | table | 0.2755 | 0.8756 | 0.1296 | 0.5953 | | book | 0.0319 | 0.3636 | 0.0003 | 0.0364 | | window | 0.0128 | 0.4848 | 0.0001 | 0.0455 | | box | 0.0359 | 0.5211 | 0.0066 | 0.1829 | | doorframe | 0.0407 | 0.7923 | 0.0008 | 0.1127 | | shelf | 0.1361 | 0.7122 | 0.0092 | 0.2050 | | light | 0.0054 | 0.1218 | 0.0032 | 0.0128 | | plant | 0.0549 | 0.6998 | 0.0070 | 0.2032 | | paper | 0.0013 | 0.0866 | 0.0001 | 0.0209 | | bin | 0.3952 | 0.8867 | 0.2127 | 0.6346 | | curtain | 0.0562 | 0.7952 | 0.0004 | 0.1084 | | bottle | 0.0050 | 0.2368 | 0.0004 | 0.0446 | | lamp | 0.1382 | 0.5761 | 0.0150 | 0.1672 | | couch | 0.4024 | 0.9050 | 0.1790 | 0.5331 | | towel | 0.0494 | 0.5272 | 0.0032 | 0.1190 | | sink | 0.4198 | 0.8250 | 0.1250 | 0.2667 | | socket | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | clothes | 0.0549 | 0.6433 | 0.0074 | 0.1975 | | desk | 0.1974 | 0.9148 | 0.0678 | 0.5568 | | stand | 0.1230 | 0.8659 | 0.0898 | 0.6707 | | monitor | 0.2130 | 0.8531 | 0.0157 | 0.2429 | | stool | 0.0496 | 0.7983 | 0.0290 | 0.4706 | | mirror | 0.0125 | 0.3425 | 0.0000 | 0.0221 | | case | 0.0052 | 0.4294 | 0.0007 | 0.1243 | | decoration | 0.0014 | 0.3143 | 0.0001 | 0.0429 | | bag | 0.0239 | 0.6854 | 0.0041 | 0.2303 | | bed | 0.7285 | 0.9467 | 0.2231 | 0.5680 | | cup | 0.0015 | 0.1356 | 0.0000 | 0.0085 | | switch | 0.0000 | 0.0065 | 0.0000 | 0.0000 | | shoe | 0.0108 | 0.3364 | 0.0027 | 0.0935 | | toilet | 0.6680 | 0.8731 | 0.4712 | 0.7388 | | counter | 0.0139 | 0.3670 | 0.0001 | 0.0275 | | tv | 0.0324 | 0.5248 | 0.0009 | 0.1089 | | backpack | 0.3536 | 0.8226 | 0.2002 | 0.5484 | | carpet | 0.0011 | 0.0238 | 0.0000 | 0.0000 | | basket | 0.0165 | 0.7391 | 0.0038 | 0.2348 | | cushion | 0.0073 | 0.7059 | 0.0006 | 0.1961 | | window frame | 0.0021 | 0.4444 | 0.0000 | 0.0606 | | rail | 0.0001 | 0.3125 | 0.0000 | 0.0312 | | blanket | 0.0586 | 0.7500 | 0.0018 | 0.1300 | | blackboard | 0.0022 | 0.3205 | 0.0000 | 0.0128 | | radiator | 0.1375 | 0.7614 | 0.0280 | 0.2159 | | toilet paper | 0.0284 | 0.3145 | 0.0002 | 0.0403 | | bench | 0.0308 | 0.8113 | 0.0039 | 0.2830 | | keyboard | 0.0058 | 0.1098 | 0.0000 | 0.0000 | | board | 0.0010 | 0.5161 | 0.0000 | 0.0806 | | stairs | 0.0186 | 0.4306 | 0.0001 | 0.0694 | | plate | 0.0026 | 0.2692 | 0.0005 | 0.0769 | | refrigerator | 0.0227 | 0.8600 | 0.0090 | 0.3000 | | frame | 0.0011 | 0.2449 | 0.0000 | 0.0408 | | wardrobe | 0.0128 | 0.8072 | 0.0008 | 0.2289 | | telephone | 0.0066 | 0.2667 | 0.0000 | 0.0000 | | vase | 0.0308 | 0.4600 | 0.0302 | 0.2200 | | heater | 0.0330 | 0.7414 | 0.0052 | 0.2414 | | computer | 0.0108 | 0.6949 | 0.0025 | 0.1864 | | windowsill | 0.0004 | 0.3696 | 0.0000 | 0.0217 | | bathtub | 0.6085 | 0.8769 | 0.3231 | 0.6154 | | ottoman | 0.0885 | 0.8611 | 0.0724 | 0.6389 | | toy | 0.0012 | 0.3636 | 0.0002 | 0.1061 | | column | 0.0020 | 0.4737 | 0.0000 | 0.0000 | | rack | 0.0043 | 0.6731 | 0.0009 | 0.1923 | | clock | 0.0003 | 0.1702 | 0.0000 | 0.0213 | | dresser | 0.0428 | 0.9259 | 0.0208 | 0.6296 | | faucet | 0.0002 | 0.1489 | 0.0000 | 0.0000 | | commode | 0.0548 | 0.9615 | 0.0371 | 0.6154 | | flowerpot | 0.0019 | 0.4706 | 0.0008 | 0.1373 | | bucket | 0.0274 | 0.8462 | 0.0132 | 0.3590 | | kitchenware | 0.0032 | 0.3913 | 0.0001 | 0.0435 | | bowl | 0.0045 | 0.2754 | 0.0002 | 0.0435 | | dispenser | 0.1615 | 0.7273 | 0.1032 | 0.4318 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.0851 | 0.7551 | 0.0496 | 0.3878 | | container | 0.0032 | 0.5254 | 0.0015 | 0.1356 | | stove | 0.0153 | 0.7500 | 0.0002 | 0.1111 | | fan | 0.0062 | 0.4688 | 0.0000 | 0.0469 | | pot | 0.0061 | 0.6296 | 0.0008 | 0.1852 | | blinds | 0.0007 | 0.3000 | 0.0000 | 0.0200 | | shower | 0.0015 | 0.2333 | 0.0005 | 0.1000 | | mat | 0.0000 | 0.0270 | 0.0000 | 0.0000 | | laptop | 0.0036 | 0.4348 | 0.0004 | 0.1304 | | remote control | 0.0000 | 0.0357 | 0.0000 | 0.0000 | | washing machine | 0.0125 | 0.8571 | 0.0013 | 0.3214 | | tissue box | 0.0031 | 0.4688 | 0.0005 | 0.1562 | | pillar | 0.0357 | 0.6744 | 0.0007 | 0.0930 | | printer | 0.1634 | 0.7755 | 0.1331 | 0.5510 | +-----------------+---------+---------+---------+---------+ | Overall | 0.0836 | 0.5408 | 0.0365 | 0.2007 | +-----------------+---------+---------+---------+---------+ 2024/02/26 21:16:52 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.0019 | 0.1515 | 0.0000 | 0.0152 | | oven | 0.0123 | 0.7143 | 0.0023 | 0.1071 | | fireplace | 0.0035 | 0.7857 | 0.0001 | 0.1071 | | roof | 0.0002 | 0.3333 | 0.0000 | 0.0417 | | washbasin | 0.0139 | 0.4000 | 0.0044 | 0.2667 | | statue | 0.0021 | 0.4737 | 0.0009 | 0.2632 | | jacket | 0.1274 | 0.8333 | 0.0009 | 0.0417 | | pipe | 0.0001 | 0.1923 | 0.0000 | 0.0385 | | drawer | 0.0029 | 0.6111 | 0.0005 | 0.3889 | | sign | 0.0014 | 0.2667 | 0.0000 | 0.0333 | | countertop | 0.0115 | 0.2143 | 0.0002 | 0.0357 | | vanity | 0.1877 | 0.9524 | 0.1060 | 0.6190 | | soap dispenser | 0.0255 | 0.7037 | 0.0015 | 0.1111 | | vent | 0.0001 | 0.0417 | 0.0000 | 0.0000 | | clothes dryer | 0.0074 | 0.7333 | 0.0020 | 0.5333 | | rod | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stopcock | 0.0004 | 0.0741 | 0.0000 | 0.0000 | | speaker | 0.0001 | 0.1818 | 0.0000 | 0.0909 | | bar | 0.0001 | 0.0667 | 0.0000 | 0.0000 | | jar | 0.0006 | 0.3846 | 0.0002 | 0.1538 | | tissue | 0.0301 | 0.4615 | 0.0263 | 0.2308 | | candle | 0.0001 | 0.1111 | 0.0000 | 0.0000 | | coffee maker | 0.0145 | 0.7586 | 0.0018 | 0.2069 | | beam | 0.0020 | 0.1364 | 0.0000 | 0.0000 | | range hood | 0.0031 | 0.2857 | 0.0000 | 0.0000 | | kettle | 0.0023 | 0.5000 | 0.0006 | 0.1667 | | file | 0.0249 | 0.4706 | 0.0000 | 0.0294 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.0025 | 0.8333 | 0.0000 | 0.0000 | | purse | 0.0001 | 0.1667 | 0.0000 | 0.0000 | | toiletry | 0.0004 | 0.1739 | 0.0000 | 0.0000 | | brush | 0.0012 | 0.1429 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.0113 | 0.6190 | 0.0071 | 0.4286 | | soap dish | 0.0007 | 0.2667 | 0.0000 | 0.0000 | | basin | 0.0004 | 0.4118 | 0.0002 | 0.1176 | | dumbbell | 0.0019 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.0250 | 0.6471 | 0.0002 | 0.1176 | | hanger | 0.0001 | 0.0833 | 0.0000 | 0.0000 | | chandelier | 0.0030 | 0.3810 | 0.0000 | 0.0476 | | copier | 0.0958 | 0.9167 | 0.0714 | 0.6667 | | hamper | 0.0678 | 1.0000 | 0.0495 | 0.7273 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0012 | 0.4000 | 0.0000 | 0.0000 | | pan | 0.0008 | 0.2941 | 0.0001 | 0.0588 | | teapot | 0.0032 | 0.6667 | 0.0000 | 0.1111 | | vacuum cleaner | 0.0508 | 0.7143 | 0.0507 | 0.5714 | | hat | 0.0005 | 0.2222 | 0.0000 | 0.1111 | | folder | 0.0014 | 0.5714 | 0.0000 | 0.0000 | | fire extinguisher | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | air conditioner | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | piano | 0.0023 | 0.8000 | 0.0000 | 0.2000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0032 | 0.5882 | 0.0022 | 0.3529 | | scale | 0.0752 | 0.4545 | 0.0102 | 0.2727 | | tray | 0.0006 | 0.4286 | 0.0000 | 0.0000 | | ledge | 0.0308 | 0.5000 | 0.0000 | 0.0000 | | pack | 0.0060 | 0.7333 | 0.0003 | 0.0667 | | machine | 0.0157 | 1.0000 | 0.0085 | 0.3684 | | guitar | 0.0018 | 0.5000 | 0.0009 | 0.3333 | | doorway | 0.0001 | 0.1111 | 0.0000 | 0.0000 | | food | 0.0025 | 0.0909 | 0.0025 | 0.0909 | | excercise equipment | 0.0047 | 0.8000 | 0.0000 | 0.0000 | | furniture | 0.0002 | 0.5000 | 0.0001 | 0.3333 | | sack | 0.0045 | 0.8571 | 0.0022 | 0.7143 | | crate | 0.0041 | 0.8571 | 0.0019 | 0.7143 | | person | 0.0007 | 0.5000 | 0.0001 | 0.1667 | | footstool | 0.0051 | 0.5000 | 0.0051 | 0.5000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0003 | 0.1333 | 0.0000 | 0.0333 | | cart | 0.0073 | 0.7500 | 0.0008 | 0.5000 | | paper cutter | 0.0180 | 0.6667 | 0.0000 | 0.0000 | | roll | 0.0005 | 0.2000 | 0.0000 | 0.0000 | | garbage | 0.0259 | 0.8750 | 0.0135 | 0.6250 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | fruit | 0.0096 | 0.4286 | 0.0076 | 0.1429 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | soap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beanbag | 0.0705 | 1.0000 | 0.0372 | 0.6667 | | umbrella | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fence | 0.0001 | 0.0833 | 0.0000 | 0.0000 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0000 | 0.1250 | 0.0000 | 0.0000 | | dish rack | 0.0021 | 0.6000 | 0.0000 | 0.0000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.0003 | 0.2222 | 0.0000 | 0.0000 | | sunglasses | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headphones | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0113 | 0.3716 | 0.0046 | 0.1361 | +---------------------+---------+---------+---------+---------+ 2024/02/26 21:16:52 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0122 | 0.4000 | 0.0000 | 0.0000 | | toaster | 0.0083 | 0.8000 | 0.0018 | 0.3000 | | water cooler | 0.0502 | 1.0000 | 0.0500 | 0.5000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | device | 0.0001 | 0.1818 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.0100 | 0.2000 | 0.0000 | 0.0000 | | kitchen island | 0.0365 | 0.8571 | 0.0268 | 0.4286 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0025 | 0.0833 | 0.0000 | 0.0000 | | tool | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | partition | 0.0003 | 0.3333 | 0.0000 | 0.0000 | | banister | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0001 | 0.3333 | 0.0000 | 0.0000 | | menu | 0.0005 | 0.2857 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0006 | 0.4286 | 0.0001 | 0.1429 | | projector | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0008 | 0.6667 | 0.0008 | 0.6667 | | cube | 0.2500 | 1.0000 | 0.2500 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | helmets | 0.0000 | 0.3333 | 0.0000 | 0.0000 | | balcony | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0004 | 0.5000 | 0.0004 | 0.5000 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bidet | 0.3651 | 0.6667 | 0.3651 | 0.6667 | | candlestick | 0.0008 | 1.0000 | 0.0000 | 0.0000 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0014 | 0.3333 | 0.0000 | 0.0000 | | tablet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | garage door | 0.0000 | 0.1667 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jalousie | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mop | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0003 | 0.1667 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0041 | 0.2000 | 0.0000 | 0.0000 | | globe | 0.0002 | 1.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0185 | 0.3333 | 0.0000 | 0.0000 | | car | 0.0114 | 0.4286 | 0.0000 | 0.0000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | salt | 0.0037 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.0007 | 0.5000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.0479 | 1.0000 | 0.0455 | 0.5000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.0173 | 1.0000 | 0.0142 | 0.6667 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.0212 | 0.7500 | 0.0000 | 0.0000 | | coat hanger | 0.0037 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0106 | 0.2091 | 0.0092 | 0.0655 | +----------------+---------+---------+---------+---------+ 2024/02/26 21:16:59 - mmengine - INFO - Epoch(val) [1][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.0000 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3536 bag_AP_0.25: 0.0239 ball_AP_0.25: 0.0113 banister_AP_0.25: 0.0001 bar_AP_0.25: 0.0001 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0004 basket_AP_0.25: 0.0165 bathtub_AP_0.25: 0.6085 beam_AP_0.25: 0.0020 beanbag_AP_0.25: 0.0705 bed_AP_0.25: 0.7285 bench_AP_0.25: 0.0308 bicycle_AP_0.25: 0.0025 bidet_AP_0.25: 0.3651 bin_AP_0.25: 0.3952 blackboard_AP_0.25: 0.0022 blanket_AP_0.25: 0.0586 blinds_AP_0.25: 0.0007 board_AP_0.25: 0.0010 body loofah_AP_0.25: 0.0000 book_AP_0.25: 0.0319 bottle_AP_0.25: 0.0050 bowl_AP_0.25: 0.0045 box_AP_0.25: 0.0359 bread_AP_0.25: 0.0041 broom_AP_0.25: 0.0000 brush_AP_0.25: 0.0012 bucket_AP_0.25: 0.0274 cabinet_AP_0.25: 0.0893 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0025 candle_AP_0.25: 0.0001 candlestick_AP_0.25: 0.0008 car_AP_0.25: 0.0114 carpet_AP_0.25: 0.0011 cart_AP_0.25: 0.0073 case_AP_0.25: 0.0052 chair_AP_0.25: 0.7594 chandelier_AP_0.25: 0.0030 clock_AP_0.25: 0.0003 clothes_AP_0.25: 0.0549 clothes dryer_AP_0.25: 0.0074 coffee maker_AP_0.25: 0.0145 column_AP_0.25: 0.0020 commode_AP_0.25: 0.0548 computer_AP_0.25: 0.0108 conducting wire_AP_0.25: 0.0000 container_AP_0.25: 0.0032 copier_AP_0.25: 0.0958 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.4024 counter_AP_0.25: 0.0139 countertop_AP_0.25: 0.0115 crate_AP_0.25: 0.0041 crib_AP_0.25: 0.0173 cube_AP_0.25: 0.2500 cup_AP_0.25: 0.0015 curtain_AP_0.25: 0.0562 cushion_AP_0.25: 0.0073 decoration_AP_0.25: 0.0014 desk_AP_0.25: 0.1974 device_AP_0.25: 0.0001 dish rack_AP_0.25: 0.0021 dishwasher_AP_0.25: 0.0012 dispenser_AP_0.25: 0.1615 door_AP_0.25: 0.0234 doorframe_AP_0.25: 0.0407 doorway_AP_0.25: 0.0001 drawer_AP_0.25: 0.0029 dresser_AP_0.25: 0.0428 dumbbell_AP_0.25: 0.0019 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.0047 fan_AP_0.25: 0.0062 faucet_AP_0.25: 0.0002 fence_AP_0.25: 0.0001 file_AP_0.25: 0.0249 fire extinguisher_AP_0.25: 0.0000 fireplace_AP_0.25: 0.0035 flowerpot_AP_0.25: 0.0019 folder_AP_0.25: 0.0014 food_AP_0.25: 0.0025 footstool_AP_0.25: 0.0051 frame_AP_0.25: 0.0011 fruit_AP_0.25: 0.0096 furniture_AP_0.25: 0.0002 garage door_AP_0.25: 0.0000 garbage_AP_0.25: 0.0259 globe_AP_0.25: 0.0002 guitar_AP_0.25: 0.0018 hair dryer_AP_0.25: 0.0000 hamper_AP_0.25: 0.0678 hanger_AP_0.25: 0.0001 hat_AP_0.25: 0.0005 headboard_AP_0.25: 0.0000 headphones_AP_0.25: 0.0000 heater_AP_0.25: 0.0330 helmets_AP_0.25: 0.0000 holder_AP_0.25: 0.0003 jacket_AP_0.25: 0.1274 jalousie_AP_0.25: 0.0000 jar_AP_0.25: 0.0006 kettle_AP_0.25: 0.0023 keyboard_AP_0.25: 0.0058 kitchen island_AP_0.25: 0.0365 kitchenware_AP_0.25: 0.0032 ladder_AP_0.25: 0.0032 lamp_AP_0.25: 0.1382 laptop_AP_0.25: 0.0036 letter_AP_0.25: 0.0212 light_AP_0.25: 0.0054 luggage_AP_0.25: 0.0008 machine_AP_0.25: 0.0157 magazine_AP_0.25: 0.0000 mailbox_AP_0.25: 0.0122 mat_AP_0.25: 0.0000 menu_AP_0.25: 0.0005 microwave_AP_0.25: 0.0851 mirror_AP_0.25: 0.0125 monitor_AP_0.25: 0.2130 mop_AP_0.25: 0.0000 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.0014 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.0885 oven_AP_0.25: 0.0123 pack_AP_0.25: 0.0060 pan_AP_0.25: 0.0008 paper_AP_0.25: 0.0013 paper cutter_AP_0.25: 0.0180 partition_AP_0.25: 0.0003 person_AP_0.25: 0.0007 piano_AP_0.25: 0.0023 picture_AP_0.25: 0.0028 pillar_AP_0.25: 0.0357 pillow_AP_0.25: 0.3283 pipe_AP_0.25: 0.0001 pitcher_AP_0.25: 0.0001 plant_AP_0.25: 0.0549 plate_AP_0.25: 0.0026 player_AP_0.25: 0.0000 plunger_AP_0.25: 0.0100 pool_AP_0.25: 0.0000 pool table_AP_0.25: 0.0185 poster_AP_0.25: 0.0019 pot_AP_0.25: 0.0061 price tag_AP_0.25: 0.0006 printer_AP_0.25: 0.1634 projector_AP_0.25: 0.0000 purse_AP_0.25: 0.0001 rack_AP_0.25: 0.0043 radiator_AP_0.25: 0.1375 radio_AP_0.25: 0.0000 rail_AP_0.25: 0.0001 range hood_AP_0.25: 0.0031 refrigerator_AP_0.25: 0.0227 remote control_AP_0.25: 0.0000 roll_AP_0.25: 0.0005 roof_AP_0.25: 0.0002 sack_AP_0.25: 0.0045 scale_AP_0.25: 0.0752 screen_AP_0.25: 0.0000 sheet_AP_0.25: 0.0000 shelf_AP_0.25: 0.1361 shoe_AP_0.25: 0.0108 shower_AP_0.25: 0.0015 sign_AP_0.25: 0.0014 sink_AP_0.25: 0.4198 soap dish_AP_0.25: 0.0007 soap dispenser_AP_0.25: 0.0255 socket_AP_0.25: 0.0000 speaker_AP_0.25: 0.0001 stairs_AP_0.25: 0.0186 stall_AP_0.25: 0.0250 stand_AP_0.25: 0.1230 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0021 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.0496 stopcock_AP_0.25: 0.0004 stove_AP_0.25: 0.0153 structure_AP_0.25: 0.0004 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0000 table_AP_0.25: 0.2755 tablet_AP_0.25: 0.0000 teapot_AP_0.25: 0.0032 telephone_AP_0.25: 0.0066 tissue_AP_0.25: 0.0301 tissue box_AP_0.25: 0.0031 toaster_AP_0.25: 0.0083 toilet_AP_0.25: 0.6680 toilet paper_AP_0.25: 0.0284 toiletry_AP_0.25: 0.0004 towel_AP_0.25: 0.0494 toy_AP_0.25: 0.0012 tray_AP_0.25: 0.0006 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.0324 umbrella_AP_0.25: 0.0000 vacuum cleaner_AP_0.25: 0.0508 vanity_AP_0.25: 0.1877 vase_AP_0.25: 0.0308 wardrobe_AP_0.25: 0.0128 washbasin_AP_0.25: 0.0139 washing machine_AP_0.25: 0.0125 water cooler_AP_0.25: 0.0502 water heater_AP_0.25: 0.0479 window_AP_0.25: 0.0128 window frame_AP_0.25: 0.0021 windowsill_AP_0.25: 0.0004 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0000 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0037 coil_AP_0.25: 0.0003 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.0000 humidifier_AP_0.25: 0.0007 ledge_AP_0.25: 0.0308 salt_AP_0.25: 0.0037 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0000 arch_AP_0.25: 0.0003 glove_AP_0.25: 0.0000 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0000 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0000 vent_AP_0.25: 0.0001 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0000 pad_AP_0.25: 0.0000 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0000 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.0000 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0000 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0000 seasoning_AP_0.25: 0.0000 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0000 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0000 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0000 mAP_0.25: 0.0357 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.0000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8226 bag_rec_0.25: 0.6854 ball_rec_0.25: 0.6190 banister_rec_0.25: 0.2000 bar_rec_0.25: 0.0667 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.4118 basket_rec_0.25: 0.7391 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.1364 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9467 bench_rec_0.25: 0.8113 bicycle_rec_0.25: 0.8333 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.8867 blackboard_rec_0.25: 0.3205 blanket_rec_0.25: 0.7500 blinds_rec_0.25: 0.3000 board_rec_0.25: 0.5161 body loofah_rec_0.25: 0.0000 book_rec_0.25: 0.3636 bottle_rec_0.25: 0.2368 bowl_rec_0.25: 0.2754 box_rec_0.25: 0.5211 bread_rec_0.25: 0.2000 broom_rec_0.25: 0.0000 brush_rec_0.25: 0.1429 bucket_rec_0.25: 0.8462 cabinet_rec_0.25: 0.8000 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.0833 candle_rec_0.25: 0.1111 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.4286 carpet_rec_0.25: 0.0238 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4294 chair_rec_0.25: 0.9244 chandelier_rec_0.25: 0.3810 clock_rec_0.25: 0.1702 clothes_rec_0.25: 0.6433 clothes dryer_rec_0.25: 0.7333 coffee maker_rec_0.25: 0.7586 column_rec_0.25: 0.4737 commode_rec_0.25: 0.9615 computer_rec_0.25: 0.6949 conducting wire_rec_0.25: 0.0000 container_rec_0.25: 0.5254 copier_rec_0.25: 0.9167 cosmetics_rec_0.25: 0.0000 couch_rec_0.25: 0.9050 counter_rec_0.25: 0.3670 countertop_rec_0.25: 0.2143 crate_rec_0.25: 0.8571 crib_rec_0.25: 1.0000 cube_rec_0.25: 1.0000 cup_rec_0.25: 0.1356 curtain_rec_0.25: 0.7952 cushion_rec_0.25: 0.7059 decoration_rec_0.25: 0.3143 desk_rec_0.25: 0.9148 device_rec_0.25: 0.1818 dish rack_rec_0.25: 0.6000 dishwasher_rec_0.25: 0.4000 dispenser_rec_0.25: 0.7273 door_rec_0.25: 0.6490 doorframe_rec_0.25: 0.7923 doorway_rec_0.25: 0.1111 drawer_rec_0.25: 0.6111 dresser_rec_0.25: 0.9259 dumbbell_rec_0.25: 0.3333 dvd_rec_0.25: 0.0000 excercise equipment_rec_0.25: 0.8000 fan_rec_0.25: 0.4688 faucet_rec_0.25: 0.1489 fence_rec_0.25: 0.0833 file_rec_0.25: 0.4706 fire extinguisher_rec_0.25: 0.0000 fireplace_rec_0.25: 0.7857 flowerpot_rec_0.25: 0.4706 folder_rec_0.25: 0.5714 food_rec_0.25: 0.0909 footstool_rec_0.25: 0.5000 frame_rec_0.25: 0.2449 fruit_rec_0.25: 0.4286 furniture_rec_0.25: 0.5000 garage door_rec_0.25: 0.1667 garbage_rec_0.25: 0.8750 globe_rec_0.25: 1.0000 guitar_rec_0.25: 0.5000 hair dryer_rec_0.25: 0.0000 hamper_rec_0.25: 1.0000 hanger_rec_0.25: 0.0833 hat_rec_0.25: 0.2222 headboard_rec_0.25: 0.1250 headphones_rec_0.25: 0.0000 heater_rec_0.25: 0.7414 helmets_rec_0.25: 0.3333 holder_rec_0.25: 0.2222 jacket_rec_0.25: 0.8333 jalousie_rec_0.25: 0.0000 jar_rec_0.25: 0.3846 kettle_rec_0.25: 0.5000 keyboard_rec_0.25: 0.1098 kitchen island_rec_0.25: 0.8571 kitchenware_rec_0.25: 0.3913 ladder_rec_0.25: 0.5882 lamp_rec_0.25: 0.5761 laptop_rec_0.25: 0.4348 letter_rec_0.25: 0.7500 light_rec_0.25: 0.1218 luggage_rec_0.25: 0.6667 machine_rec_0.25: 1.0000 magazine_rec_0.25: 0.0000 mailbox_rec_0.25: 0.4000 mat_rec_0.25: 0.0270 menu_rec_0.25: 0.2857 microwave_rec_0.25: 0.7551 mirror_rec_0.25: 0.3425 monitor_rec_0.25: 0.8531 mop_rec_0.25: 0.0000 mouse_rec_0.25: 0.0000 napkins_rec_0.25: 0.3333 notebook_rec_0.25: 0.0000 ottoman_rec_0.25: 0.8611 oven_rec_0.25: 0.7143 pack_rec_0.25: 0.7333 pan_rec_0.25: 0.2941 paper_rec_0.25: 0.0866 paper cutter_rec_0.25: 0.6667 partition_rec_0.25: 0.3333 person_rec_0.25: 0.5000 piano_rec_0.25: 0.8000 picture_rec_0.25: 0.1524 pillar_rec_0.25: 0.6744 pillow_rec_0.25: 0.8187 pipe_rec_0.25: 0.1923 pitcher_rec_0.25: 0.3333 plant_rec_0.25: 0.6998 plate_rec_0.25: 0.2692 player_rec_0.25: 0.0000 plunger_rec_0.25: 0.2000 pool_rec_0.25: 0.0000 pool table_rec_0.25: 0.3333 poster_rec_0.25: 0.1515 pot_rec_0.25: 0.6296 price tag_rec_0.25: 0.4286 printer_rec_0.25: 0.7755 projector_rec_0.25: 0.0000 purse_rec_0.25: 0.1667 rack_rec_0.25: 0.6731 radiator_rec_0.25: 0.7614 radio_rec_0.25: 0.0000 rail_rec_0.25: 0.3125 range hood_rec_0.25: 0.2857 refrigerator_rec_0.25: 0.8600 remote control_rec_0.25: 0.0357 roll_rec_0.25: 0.2000 roof_rec_0.25: 0.3333 sack_rec_0.25: 0.8571 scale_rec_0.25: 0.4545 screen_rec_0.25: 0.2000 sheet_rec_0.25: 0.0000 shelf_rec_0.25: 0.7122 shoe_rec_0.25: 0.3364 shower_rec_0.25: 0.2333 sign_rec_0.25: 0.2667 sink_rec_0.25: 0.8250 soap dish_rec_0.25: 0.2667 soap dispenser_rec_0.25: 0.7037 socket_rec_0.25: 0.0000 speaker_rec_0.25: 0.1818 stairs_rec_0.25: 0.4306 stall_rec_0.25: 0.6471 stand_rec_0.25: 0.8659 stapler_rec_0.25: 0.0000 statue_rec_0.25: 0.4737 stick_rec_0.25: 0.0000 stool_rec_0.25: 0.7983 stopcock_rec_0.25: 0.0741 stove_rec_0.25: 0.7500 structure_rec_0.25: 0.5000 support_rec_0.25: 0.0000 switch_rec_0.25: 0.0065 table_rec_0.25: 0.8756 tablet_rec_0.25: 0.0000 teapot_rec_0.25: 0.6667 telephone_rec_0.25: 0.2667 tissue_rec_0.25: 0.4615 tissue box_rec_0.25: 0.4688 toaster_rec_0.25: 0.8000 toilet_rec_0.25: 0.8731 toilet paper_rec_0.25: 0.3145 toiletry_rec_0.25: 0.1739 towel_rec_0.25: 0.5272 toy_rec_0.25: 0.3636 tray_rec_0.25: 0.4286 treadmill_rec_0.25: 0.0000 tube_rec_0.25: 0.0000 tv_rec_0.25: 0.5248 umbrella_rec_0.25: 0.0000 vacuum cleaner_rec_0.25: 0.7143 vanity_rec_0.25: 0.9524 vase_rec_0.25: 0.4600 wardrobe_rec_0.25: 0.8072 washbasin_rec_0.25: 0.4000 washing machine_rec_0.25: 0.8571 water cooler_rec_0.25: 1.0000 water heater_rec_0.25: 1.0000 window_rec_0.25: 0.4848 window frame_rec_0.25: 0.4444 windowsill_rec_0.25: 0.3696 wrap_rec_0.25: 0.0000 balcony_rec_0.25: 0.0000 baseboard_rec_0.25: 0.0000 coat hanger_rec_0.25: 1.0000 coil_rec_0.25: 0.1667 glass_rec_0.25: 0.0000 grab bar_rec_0.25: 0.0000 humidifier_rec_0.25: 0.5000 ledge_rec_0.25: 0.5000 salt_rec_0.25: 1.0000 shampoo_rec_0.25: 0.0000 tool_rec_0.25: 0.0000 arch_rec_0.25: 0.1333 glove_rec_0.25: 0.0000 wire_rec_0.25: 0.0000 drum_rec_0.25: 0.0000 mattress_rec_0.25: 0.0000 plug_rec_0.25: 0.0000 vent_rec_0.25: 0.0417 eraser_rec_0.25: 0.0000 map_rec_0.25: 0.0000 pad_rec_0.25: 0.0000 wood_rec_0.25: 0.0000 trophy_rec_0.25: 0.0000 pen_rec_0.25: 0.0000 rod_rec_0.25: 0.0000 wine_rec_0.25: 0.0000 grass_rec_0.25: 0.0000 handle_rec_0.25: 0.0000 flush_rec_0.25: 0.0000 scissors_rec_0.25: 0.0000 sunglasses_rec_0.25: 0.0000 duct_rec_0.25: 0.0000 knife_rec_0.25: 0.0000 sponge_rec_0.25: 0.0000 toothbrush_rec_0.25: 0.0000 toothpaste_rec_0.25: 0.0000 soap_rec_0.25: 0.0000 seasoning_rec_0.25: 0.0000 spoon_rec_0.25: 0.0000 alarm_rec_0.25: 0.0000 cap_rec_0.25: 0.0000 door knob_rec_0.25: 0.0000 label_rec_0.25: 0.0000 hook_rec_0.25: 0.0000 molding_rec_0.25: 0.0000 shovel_rec_0.25: 0.0000 thermostat_rec_0.25: 0.0000 mAR_0.25: 0.3788 adhesive tape_AP_0.50: 0.0000 air conditioner_AP_0.50: 0.0000 album_AP_0.50: 0.0000 backpack_AP_0.50: 0.2002 bag_AP_0.50: 0.0041 ball_AP_0.50: 0.0071 banister_AP_0.50: 0.0000 bar_AP_0.50: 0.0000 barricade_AP_0.50: 0.0000 basin_AP_0.50: 0.0002 basket_AP_0.50: 0.0038 bathtub_AP_0.50: 0.3231 beam_AP_0.50: 0.0000 beanbag_AP_0.50: 0.0372 bed_AP_0.50: 0.2231 bench_AP_0.50: 0.0039 bicycle_AP_0.50: 0.0000 bidet_AP_0.50: 0.3651 bin_AP_0.50: 0.2127 blackboard_AP_0.50: 0.0000 blanket_AP_0.50: 0.0018 blinds_AP_0.50: 0.0000 board_AP_0.50: 0.0000 body loofah_AP_0.50: 0.0000 book_AP_0.50: 0.0003 bottle_AP_0.50: 0.0004 bowl_AP_0.50: 0.0002 box_AP_0.50: 0.0066 bread_AP_0.50: 0.0000 broom_AP_0.50: 0.0000 brush_AP_0.50: 0.0000 bucket_AP_0.50: 0.0132 cabinet_AP_0.50: 0.0255 calendar_AP_0.50: 0.0000 can_AP_0.50: 0.0000 candle_AP_0.50: 0.0000 candlestick_AP_0.50: 0.0000 car_AP_0.50: 0.0000 carpet_AP_0.50: 0.0000 cart_AP_0.50: 0.0008 case_AP_0.50: 0.0007 chair_AP_0.50: 0.5561 chandelier_AP_0.50: 0.0000 clock_AP_0.50: 0.0000 clothes_AP_0.50: 0.0074 clothes dryer_AP_0.50: 0.0020 coffee maker_AP_0.50: 0.0018 column_AP_0.50: 0.0000 commode_AP_0.50: 0.0371 computer_AP_0.50: 0.0025 conducting wire_AP_0.50: 0.0000 container_AP_0.50: 0.0015 copier_AP_0.50: 0.0714 cosmetics_AP_0.50: 0.0000 couch_AP_0.50: 0.1790 counter_AP_0.50: 0.0001 countertop_AP_0.50: 0.0002 crate_AP_0.50: 0.0019 crib_AP_0.50: 0.0142 cube_AP_0.50: 0.2500 cup_AP_0.50: 0.0000 curtain_AP_0.50: 0.0004 cushion_AP_0.50: 0.0006 decoration_AP_0.50: 0.0001 desk_AP_0.50: 0.0678 device_AP_0.50: 0.0000 dish rack_AP_0.50: 0.0000 dishwasher_AP_0.50: 0.0000 dispenser_AP_0.50: 0.1032 door_AP_0.50: 0.0003 doorframe_AP_0.50: 0.0008 doorway_AP_0.50: 0.0000 drawer_AP_0.50: 0.0005 dresser_AP_0.50: 0.0208 dumbbell_AP_0.50: 0.0000 dvd_AP_0.50: 0.0000 excercise equipment_AP_0.50: 0.0000 fan_AP_0.50: 0.0000 faucet_AP_0.50: 0.0000 fence_AP_0.50: 0.0000 file_AP_0.50: 0.0000 fire extinguisher_AP_0.50: 0.0000 fireplace_AP_0.50: 0.0001 flowerpot_AP_0.50: 0.0008 folder_AP_0.50: 0.0000 food_AP_0.50: 0.0025 footstool_AP_0.50: 0.0051 frame_AP_0.50: 0.0000 fruit_AP_0.50: 0.0076 furniture_AP_0.50: 0.0001 garage door_AP_0.50: 0.0000 garbage_AP_0.50: 0.0135 globe_AP_0.50: 0.0000 guitar_AP_0.50: 0.0009 hair dryer_AP_0.50: 0.0000 hamper_AP_0.50: 0.0495 hanger_AP_0.50: 0.0000 hat_AP_0.50: 0.0000 headboard_AP_0.50: 0.0000 headphones_AP_0.50: 0.0000 heater_AP_0.50: 0.0052 helmets_AP_0.50: 0.0000 holder_AP_0.50: 0.0000 jacket_AP_0.50: 0.0009 jalousie_AP_0.50: 0.0000 jar_AP_0.50: 0.0002 kettle_AP_0.50: 0.0006 keyboard_AP_0.50: 0.0000 kitchen island_AP_0.50: 0.0268 kitchenware_AP_0.50: 0.0001 ladder_AP_0.50: 0.0022 lamp_AP_0.50: 0.0150 laptop_AP_0.50: 0.0004 letter_AP_0.50: 0.0000 light_AP_0.50: 0.0032 luggage_AP_0.50: 0.0008 machine_AP_0.50: 0.0085 magazine_AP_0.50: 0.0000 mailbox_AP_0.50: 0.0000 mat_AP_0.50: 0.0000 menu_AP_0.50: 0.0000 microwave_AP_0.50: 0.0496 mirror_AP_0.50: 0.0000 monitor_AP_0.50: 0.0157 mop_AP_0.50: 0.0000 mouse_AP_0.50: 0.0000 napkins_AP_0.50: 0.0000 notebook_AP_0.50: 0.0000 ottoman_AP_0.50: 0.0724 oven_AP_0.50: 0.0023 pack_AP_0.50: 0.0003 pan_AP_0.50: 0.0001 paper_AP_0.50: 0.0001 paper cutter_AP_0.50: 0.0000 partition_AP_0.50: 0.0000 person_AP_0.50: 0.0001 piano_AP_0.50: 0.0000 picture_AP_0.50: 0.0001 pillar_AP_0.50: 0.0007 pillow_AP_0.50: 0.0545 pipe_AP_0.50: 0.0000 pitcher_AP_0.50: 0.0000 plant_AP_0.50: 0.0070 plate_AP_0.50: 0.0005 player_AP_0.50: 0.0000 plunger_AP_0.50: 0.0000 pool_AP_0.50: 0.0000 pool table_AP_0.50: 0.0000 poster_AP_0.50: 0.0000 pot_AP_0.50: 0.0008 price tag_AP_0.50: 0.0001 printer_AP_0.50: 0.1331 projector_AP_0.50: 0.0000 purse_AP_0.50: 0.0000 rack_AP_0.50: 0.0009 radiator_AP_0.50: 0.0280 radio_AP_0.50: 0.0000 rail_AP_0.50: 0.0000 range hood_AP_0.50: 0.0000 refrigerator_AP_0.50: 0.0090 remote control_AP_0.50: 0.0000 roll_AP_0.50: 0.0000 roof_AP_0.50: 0.0000 sack_AP_0.50: 0.0022 scale_AP_0.50: 0.0102 screen_AP_0.50: 0.0000 sheet_AP_0.50: 0.0000 shelf_AP_0.50: 0.0092 shoe_AP_0.50: 0.0027 shower_AP_0.50: 0.0005 sign_AP_0.50: 0.0000 sink_AP_0.50: 0.1250 soap dish_AP_0.50: 0.0000 soap dispenser_AP_0.50: 0.0015 socket_AP_0.50: 0.0000 speaker_AP_0.50: 0.0000 stairs_AP_0.50: 0.0001 stall_AP_0.50: 0.0002 stand_AP_0.50: 0.0898 stapler_AP_0.50: 0.0000 statue_AP_0.50: 0.0009 stick_AP_0.50: 0.0000 stool_AP_0.50: 0.0290 stopcock_AP_0.50: 0.0000 stove_AP_0.50: 0.0002 structure_AP_0.50: 0.0004 support_AP_0.50: 0.0000 switch_AP_0.50: 0.0000 table_AP_0.50: 0.1296 tablet_AP_0.50: 0.0000 teapot_AP_0.50: 0.0000 telephone_AP_0.50: 0.0000 tissue_AP_0.50: 0.0263 tissue box_AP_0.50: 0.0005 toaster_AP_0.50: 0.0018 toilet_AP_0.50: 0.4712 toilet paper_AP_0.50: 0.0002 toiletry_AP_0.50: 0.0000 towel_AP_0.50: 0.0032 toy_AP_0.50: 0.0002 tray_AP_0.50: 0.0000 treadmill_AP_0.50: 0.0000 tube_AP_0.50: 0.0000 tv_AP_0.50: 0.0009 umbrella_AP_0.50: 0.0000 vacuum cleaner_AP_0.50: 0.0507 vanity_AP_0.50: 0.1060 vase_AP_0.50: 0.0302 wardrobe_AP_0.50: 0.0008 washbasin_AP_0.50: 0.0044 washing machine_AP_0.50: 0.0013 water cooler_AP_0.50: 0.0500 water heater_AP_0.50: 0.0455 window_AP_0.50: 0.0001 window frame_AP_0.50: 0.0000 windowsill_AP_0.50: 0.0000 wrap_AP_0.50: 0.0000 balcony_AP_0.50: 0.0000 baseboard_AP_0.50: 0.0000 coat hanger_AP_0.50: 0.0000 coil_AP_0.50: 0.0000 glass_AP_0.50: 0.0000 grab bar_AP_0.50: 0.0000 humidifier_AP_0.50: 0.0000 ledge_AP_0.50: 0.0000 salt_AP_0.50: 0.0000 shampoo_AP_0.50: 0.0000 tool_AP_0.50: 0.0000 arch_AP_0.50: 0.0000 glove_AP_0.50: 0.0000 wire_AP_0.50: 0.0000 drum_AP_0.50: 0.0000 mattress_AP_0.50: 0.0000 plug_AP_0.50: 0.0000 vent_AP_0.50: 0.0000 eraser_AP_0.50: 0.0000 map_AP_0.50: 0.0000 pad_AP_0.50: 0.0000 wood_AP_0.50: 0.0000 trophy_AP_0.50: 0.0000 pen_AP_0.50: 0.0000 rod_AP_0.50: 0.0000 wine_AP_0.50: 0.0000 grass_AP_0.50: 0.0000 handle_AP_0.50: 0.0000 flush_AP_0.50: 0.0000 scissors_AP_0.50: 0.0000 sunglasses_AP_0.50: 0.0000 duct_AP_0.50: 0.0000 knife_AP_0.50: 0.0000 sponge_AP_0.50: 0.0000 toothbrush_AP_0.50: 0.0000 toothpaste_AP_0.50: 0.0000 soap_AP_0.50: 0.0000 seasoning_AP_0.50: 0.0000 spoon_AP_0.50: 0.0000 alarm_AP_0.50: 0.0000 cap_AP_0.50: 0.0000 door knob_AP_0.50: 0.0000 label_AP_0.50: 0.0000 hook_AP_0.50: 0.0000 molding_AP_0.50: 0.0000 shovel_AP_0.50: 0.0000 thermostat_AP_0.50: 0.0000 mAP_0.50: 0.0169 adhesive tape_rec_0.50: 0.0000 air conditioner_rec_0.50: 0.0000 album_rec_0.50: 0.0000 backpack_rec_0.50: 0.5484 bag_rec_0.50: 0.2303 ball_rec_0.50: 0.4286 banister_rec_0.50: 0.0000 bar_rec_0.50: 0.0000 barricade_rec_0.50: 0.0000 basin_rec_0.50: 0.1176 basket_rec_0.50: 0.2348 bathtub_rec_0.50: 0.6154 beam_rec_0.50: 0.0000 beanbag_rec_0.50: 0.6667 bed_rec_0.50: 0.5680 bench_rec_0.50: 0.2830 bicycle_rec_0.50: 0.0000 bidet_rec_0.50: 0.6667 bin_rec_0.50: 0.6346 blackboard_rec_0.50: 0.0128 blanket_rec_0.50: 0.1300 blinds_rec_0.50: 0.0200 board_rec_0.50: 0.0806 body loofah_rec_0.50: 0.0000 book_rec_0.50: 0.0364 bottle_rec_0.50: 0.0446 bowl_rec_0.50: 0.0435 box_rec_0.50: 0.1829 bread_rec_0.50: 0.0000 broom_rec_0.50: 0.0000 brush_rec_0.50: 0.0000 bucket_rec_0.50: 0.3590 cabinet_rec_0.50: 0.3028 calendar_rec_0.50: 0.0000 can_rec_0.50: 0.0000 candle_rec_0.50: 0.0000 candlestick_rec_0.50: 0.0000 car_rec_0.50: 0.0000 carpet_rec_0.50: 0.0000 cart_rec_0.50: 0.5000 case_rec_0.50: 0.1243 chair_rec_0.50: 0.7153 chandelier_rec_0.50: 0.0476 clock_rec_0.50: 0.0213 clothes_rec_0.50: 0.1975 clothes dryer_rec_0.50: 0.5333 coffee maker_rec_0.50: 0.2069 column_rec_0.50: 0.0000 commode_rec_0.50: 0.6154 computer_rec_0.50: 0.1864 conducting wire_rec_0.50: 0.0000 container_rec_0.50: 0.1356 copier_rec_0.50: 0.6667 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.5331 counter_rec_0.50: 0.0275 countertop_rec_0.50: 0.0357 crate_rec_0.50: 0.7143 crib_rec_0.50: 0.6667 cube_rec_0.50: 1.0000 cup_rec_0.50: 0.0085 curtain_rec_0.50: 0.1084 cushion_rec_0.50: 0.1961 decoration_rec_0.50: 0.0429 desk_rec_0.50: 0.5568 device_rec_0.50: 0.0000 dish rack_rec_0.50: 0.0000 dishwasher_rec_0.50: 0.0000 dispenser_rec_0.50: 0.4318 door_rec_0.50: 0.0874 doorframe_rec_0.50: 0.1127 doorway_rec_0.50: 0.0000 drawer_rec_0.50: 0.3889 dresser_rec_0.50: 0.6296 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.0000 fan_rec_0.50: 0.0469 faucet_rec_0.50: 0.0000 fence_rec_0.50: 0.0000 file_rec_0.50: 0.0294 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.1071 flowerpot_rec_0.50: 0.1373 folder_rec_0.50: 0.0000 food_rec_0.50: 0.0909 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.0408 fruit_rec_0.50: 0.1429 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.0000 garbage_rec_0.50: 0.6250 globe_rec_0.50: 0.0000 guitar_rec_0.50: 0.3333 hair dryer_rec_0.50: 0.0000 hamper_rec_0.50: 0.7273 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.1111 headboard_rec_0.50: 0.0000 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.2414 helmets_rec_0.50: 0.0000 holder_rec_0.50: 0.0000 jacket_rec_0.50: 0.0417 jalousie_rec_0.50: 0.0000 jar_rec_0.50: 0.1538 kettle_rec_0.50: 0.1667 keyboard_rec_0.50: 0.0000 kitchen island_rec_0.50: 0.4286 kitchenware_rec_0.50: 0.0435 ladder_rec_0.50: 0.3529 lamp_rec_0.50: 0.1672 laptop_rec_0.50: 0.1304 letter_rec_0.50: 0.0000 light_rec_0.50: 0.0128 luggage_rec_0.50: 0.6667 machine_rec_0.50: 0.3684 magazine_rec_0.50: 0.0000 mailbox_rec_0.50: 0.0000 mat_rec_0.50: 0.0000 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.3878 mirror_rec_0.50: 0.0221 monitor_rec_0.50: 0.2429 mop_rec_0.50: 0.0000 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.0000 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.6389 oven_rec_0.50: 0.1071 pack_rec_0.50: 0.0667 pan_rec_0.50: 0.0588 paper_rec_0.50: 0.0209 paper cutter_rec_0.50: 0.0000 partition_rec_0.50: 0.0000 person_rec_0.50: 0.1667 piano_rec_0.50: 0.2000 picture_rec_0.50: 0.0130 pillar_rec_0.50: 0.0930 pillow_rec_0.50: 0.2636 pipe_rec_0.50: 0.0385 pitcher_rec_0.50: 0.0000 plant_rec_0.50: 0.2032 plate_rec_0.50: 0.0769 player_rec_0.50: 0.0000 plunger_rec_0.50: 0.0000 pool_rec_0.50: 0.0000 pool table_rec_0.50: 0.0000 poster_rec_0.50: 0.0152 pot_rec_0.50: 0.1852 price tag_rec_0.50: 0.1429 printer_rec_0.50: 0.5510 projector_rec_0.50: 0.0000 purse_rec_0.50: 0.0000 rack_rec_0.50: 0.1923 radiator_rec_0.50: 0.2159 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0312 range hood_rec_0.50: 0.0000 refrigerator_rec_0.50: 0.3000 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.0000 roof_rec_0.50: 0.0417 sack_rec_0.50: 0.7143 scale_rec_0.50: 0.2727 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.2050 shoe_rec_0.50: 0.0935 shower_rec_0.50: 0.1000 sign_rec_0.50: 0.0333 sink_rec_0.50: 0.2667 soap dish_rec_0.50: 0.0000 soap dispenser_rec_0.50: 0.1111 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.0909 stairs_rec_0.50: 0.0694 stall_rec_0.50: 0.1176 stand_rec_0.50: 0.6707 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.2632 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.4706 stopcock_rec_0.50: 0.0000 stove_rec_0.50: 0.1111 structure_rec_0.50: 0.5000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.5953 tablet_rec_0.50: 0.0000 teapot_rec_0.50: 0.1111 telephone_rec_0.50: 0.0000 tissue_rec_0.50: 0.2308 tissue box_rec_0.50: 0.1562 toaster_rec_0.50: 0.3000 toilet_rec_0.50: 0.7388 toilet paper_rec_0.50: 0.0403 toiletry_rec_0.50: 0.0000 towel_rec_0.50: 0.1190 toy_rec_0.50: 0.1061 tray_rec_0.50: 0.0000 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.1089 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.5714 vanity_rec_0.50: 0.6190 vase_rec_0.50: 0.2200 wardrobe_rec_0.50: 0.2289 washbasin_rec_0.50: 0.2667 washing machine_rec_0.50: 0.3214 water cooler_rec_0.50: 0.5000 water heater_rec_0.50: 0.5000 window_rec_0.50: 0.0455 window frame_rec_0.50: 0.0606 windowsill_rec_0.50: 0.0217 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.0000 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.0000 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.0000 arch_rec_0.50: 0.0333 glove_rec_0.50: 0.0000 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.0000 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.0000 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.1362 data_time: 6.0342 time: 6.4529 2024/02/26 21:18:47 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/26 21:20:12 - mmengine - INFO - Epoch(train) [2][ 50/973] lr: 1.0000e-03 eta: 10:46:39 time: 3.8507 data_time: 0.3281 memory: 16511 grad_norm: 0.5603 loss: 1.6409 loss_center: 0.6035 loss_bbox: 0.4158 loss_cls: 0.6216 2024/02/26 21:23:20 - mmengine - INFO - Epoch(train) [2][100/973] lr: 1.0000e-03 eta: 10:44:40 time: 3.7698 data_time: 0.9035 memory: 20285 grad_norm: 0.5195 loss: 1.7085 loss_center: 0.6568 loss_bbox: 0.3816 loss_cls: 0.6701 2024/02/26 21:26:21 - mmengine - INFO - Epoch(train) [2][150/973] lr: 1.0000e-03 eta: 10:41:26 time: 3.6231 data_time: 0.5652 memory: 15438 grad_norm: 0.4908 loss: 1.5261 loss_center: 0.5891 loss_bbox: 0.3590 loss_cls: 0.5780 2024/02/26 21:29:30 - mmengine - INFO - Epoch(train) [2][200/973] lr: 1.0000e-03 eta: 10:39:22 time: 3.7772 data_time: 0.0941 memory: 17180 grad_norm: 0.5406 loss: 1.7696 loss_center: 0.6901 loss_bbox: 0.3906 loss_cls: 0.6889 2024/02/26 21:32:20 - mmengine - INFO - Epoch(train) [2][250/973] lr: 1.0000e-03 eta: 10:34:35 time: 3.4093 data_time: 0.9946 memory: 16344 grad_norm: 0.5793 loss: 1.5756 loss_center: 0.5863 loss_bbox: 0.3801 loss_cls: 0.6092 2024/02/26 21:35:14 - mmengine - INFO - Epoch(train) [2][300/973] lr: 1.0000e-03 eta: 10:30:25 time: 3.4755 data_time: 0.1147 memory: 15261 grad_norm: 0.4527 loss: 1.7027 loss_center: 0.6629 loss_bbox: 0.3793 loss_cls: 0.6605 2024/02/26 21:38:10 - mmengine - INFO - Epoch(train) [2][350/973] lr: 1.0000e-03 eta: 10:26:36 time: 3.5168 data_time: 0.3568 memory: 18415 grad_norm: 0.4515 loss: 1.6589 loss_center: 0.6519 loss_bbox: 0.3777 loss_cls: 0.6293 2024/02/26 21:41:13 - mmengine - INFO - Epoch(train) [2][400/973] lr: 1.0000e-03 eta: 10:23:41 time: 3.6494 data_time: 0.7301 memory: 19509 grad_norm: 0.5073 loss: 1.6343 loss_center: 0.6229 loss_bbox: 0.3924 loss_cls: 0.6191 2024/02/26 21:44:01 - mmengine - INFO - Epoch(train) [2][450/973] lr: 1.0000e-03 eta: 10:19:06 time: 3.3710 data_time: 0.1102 memory: 22118 grad_norm: 0.4781 loss: 1.5538 loss_center: 0.5832 loss_bbox: 0.3857 loss_cls: 0.5849 2024/02/26 21:47:03 - mmengine - INFO - Epoch(train) [2][500/973] lr: 1.0000e-03 eta: 10:16:12 time: 3.6438 data_time: 0.2046 memory: 16740 grad_norm: 0.4578 loss: 1.5732 loss_center: 0.6266 loss_bbox: 0.3372 loss_cls: 0.6094 2024/02/26 21:50:06 - mmengine - INFO - Epoch(train) [2][550/973] lr: 1.0000e-03 eta: 10:13:22 time: 3.6573 data_time: 0.4100 memory: 16891 grad_norm: 0.4650 loss: 1.6645 loss_center: 0.6601 loss_bbox: 0.3616 loss_cls: 0.6428 2024/02/26 21:53:05 - mmengine - INFO - Epoch(train) [2][600/973] lr: 1.0000e-03 eta: 10:10:04 time: 3.5732 data_time: 0.0954 memory: 15797 grad_norm: 0.4741 loss: 1.5850 loss_center: 0.6385 loss_bbox: 0.3428 loss_cls: 0.6037 2024/02/26 21:56:16 - mmengine - INFO - Epoch(train) [2][650/973] lr: 1.0000e-03 eta: 10:08:02 time: 3.8151 data_time: 0.1423 memory: 17253 grad_norm: 0.4556 loss: 1.6448 loss_center: 0.6357 loss_bbox: 0.3861 loss_cls: 0.6230 2024/02/26 21:59:05 - mmengine - INFO - Epoch(train) [2][700/973] lr: 1.0000e-03 eta: 10:03:48 time: 3.3869 data_time: 0.4082 memory: 17770 grad_norm: 0.4723 loss: 1.5845 loss_center: 0.6310 loss_bbox: 0.3579 loss_cls: 0.5957 2024/02/26 22:02:03 - mmengine - INFO - Epoch(train) [2][750/973] lr: 1.0000e-03 eta: 10:00:29 time: 3.5580 data_time: 0.2636 memory: 18081 grad_norm: 0.4355 loss: 1.6039 loss_center: 0.6428 loss_bbox: 0.3545 loss_cls: 0.6066 2024/02/26 22:04:55 - mmengine - INFO - Epoch(train) [2][800/973] lr: 1.0000e-03 eta: 9:56:40 time: 3.4487 data_time: 0.1218 memory: 16590 grad_norm: 0.4574 loss: 1.5723 loss_center: 0.6351 loss_bbox: 0.3309 loss_cls: 0.6062 2024/02/26 22:07:41 - mmengine - INFO - Epoch(train) [2][850/973] lr: 1.0000e-03 eta: 9:52:20 time: 3.3206 data_time: 0.1953 memory: 17292 grad_norm: 0.4788 loss: 1.6108 loss_center: 0.6337 loss_bbox: 0.3630 loss_cls: 0.6142 2024/02/26 22:11:02 - mmengine - INFO - Epoch(train) [2][900/973] lr: 1.0000e-03 eta: 9:51:05 time: 4.0115 data_time: 0.1489 memory: 16667 grad_norm: 0.4161 loss: 1.5916 loss_center: 0.6645 loss_bbox: 0.3198 loss_cls: 0.6073 2024/02/26 22:13:47 - mmengine - INFO - Epoch(train) [2][950/973] lr: 1.0000e-03 eta: 9:46:45 time: 3.3064 data_time: 0.8420 memory: 15364 grad_norm: 0.4241 loss: 1.4659 loss_center: 0.5873 loss_bbox: 0.3459 loss_cls: 0.5327 2024/02/26 22:15:04 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/26 22:15:04 - mmengine - INFO - Saving checkpoint at 2 epochs 2024/02/26 22:17:26 - mmengine - INFO - Epoch(val) [2][ 50/103] eta: 0:02:20 time: 2.6425 data_time: 2.2288 memory: 14582 2024/02/26 22:25:42 - mmengine - INFO - Epoch(val) [2][100/103] eta: 0:00:18 time: 9.9218 data_time: 9.4972 memory: 4428 2024/02/26 22:34:24 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.0026 | 0.4000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0003 | 0.1667 | 0.0000 | 0.0333 | | backpack | 0.4410 | 0.8387 | 0.1452 | 0.5000 | | bag | 0.0541 | 0.7247 | 0.0101 | 0.3090 | | balcony | 0.0015 | 1.0000 | 0.0000 | 0.0000 | | ball | 0.0263 | 0.6667 | 0.0085 | 0.3333 | | banister | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | bar | 0.0011 | 0.0333 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0009 | 0.3529 | 0.0004 | 0.1765 | | basket | 0.0473 | 0.7391 | 0.0189 | 0.3478 | | bathtub | 0.7794 | 0.8769 | 0.5692 | 0.7538 | | beanbag | 0.3542 | 1.0000 | 0.3542 | 1.0000 | | bed | 0.7758 | 0.9408 | 0.3021 | 0.5621 | | bench | 0.1327 | 0.8113 | 0.0515 | 0.3396 | | bicycle | 0.0145 | 1.0000 | 0.0001 | 0.1667 | | bidet | 0.4000 | 0.6667 | 0.0333 | 0.3333 | | bin | 0.4659 | 0.8980 | 0.2724 | 0.6062 | | blackboard | 0.0542 | 0.6026 | 0.0003 | 0.0641 | | blanket | 0.1023 | 0.7800 | 0.0029 | 0.1300 | | blinds | 0.0056 | 0.4000 | 0.0001 | 0.0400 | | board | 0.0037 | 0.5645 | 0.0001 | 0.1129 | | body loofah | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | book | 0.1182 | 0.4685 | 0.0110 | 0.0979 | | bottle | 0.0106 | 0.2674 | 0.0003 | 0.0446 | | bowl | 0.0292 | 0.3188 | 0.0059 | 0.0435 | | box | 0.0742 | 0.5526 | 0.0146 | 0.2158 | | bread | 0.0029 | 0.4000 | 0.0008 | 0.2000 | | broom | 0.0001 | 0.0714 | 0.0000 | 0.0000 | | brush | 0.0018 | 0.2857 | 0.0002 | 0.0714 | | bucket | 0.0540 | 0.8205 | 0.0334 | 0.5897 | | cabinet | 0.1416 | 0.8389 | 0.0398 | 0.3764 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0003 | 0.2222 | 0.0000 | 0.0000 | | candlestick | 0.0014 | 1.0000 | 0.0000 | 0.0000 | | carpet | 0.0027 | 0.1190 | 0.0000 | 0.0000 | | cart | 0.0192 | 0.7500 | 0.0011 | 0.2500 | | case | 0.0145 | 0.4576 | 0.0064 | 0.1582 | | chair | 0.7940 | 0.9356 | 0.6239 | 0.7809 | | chandelier | 0.0135 | 0.5714 | 0.0006 | 0.1429 | | clock | 0.0023 | 0.1915 | 0.0000 | 0.0000 | | clothes | 0.1206 | 0.6879 | 0.0086 | 0.2102 | | clothes dryer | 0.0098 | 0.8667 | 0.0026 | 0.5333 | | coffee maker | 0.1203 | 0.7586 | 0.0656 | 0.3448 | | coil | 0.0122 | 0.3333 | 0.0000 | 0.0000 | | column | 0.0305 | 0.3158 | 0.0066 | 0.0263 | | commode | 0.1162 | 0.9615 | 0.0964 | 0.7885 | | computer | 0.0482 | 0.7627 | 0.0215 | 0.2373 | | container | 0.0035 | 0.5763 | 0.0013 | 0.1864 | | copier | 0.1325 | 0.9167 | 0.1002 | 0.5833 | | couch | 0.5266 | 0.9008 | 0.3135 | 0.6736 | | counter | 0.0207 | 0.4312 | 0.0002 | 0.0275 | | countertop | 0.0115 | 0.2857 | 0.0007 | 0.0357 | | crate | 0.0051 | 0.8571 | 0.0014 | 0.5714 | | crib | 0.0073 | 1.0000 | 0.0024 | 0.6667 | | cube | 0.0833 | 1.0000 | 0.0833 | 1.0000 | | cup | 0.0090 | 0.1102 | 0.0000 | 0.0000 | | curtain | 0.1568 | 0.8313 | 0.0060 | 0.1596 | | cushion | 0.0257 | 0.6667 | 0.0009 | 0.1765 | | decoration | 0.0033 | 0.4429 | 0.0005 | 0.0929 | | desk | 0.3000 | 0.9205 | 0.1069 | 0.6080 | | device | 0.0010 | 0.2727 | 0.0000 | 0.0000 | | dish rack | 0.0251 | 0.4000 | 0.0250 | 0.2000 | | dishwasher | 0.0013 | 0.5000 | 0.0000 | 0.0000 | | dispenser | 0.3814 | 0.7273 | 0.2927 | 0.4773 | | door | 0.1330 | 0.7143 | 0.0019 | 0.0973 | | doorframe | 0.1774 | 0.8451 | 0.0081 | 0.1725 | | doorway | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | drawer | 0.0023 | 0.5556 | 0.0009 | 0.4444 | | dresser | 0.0967 | 0.9259 | 0.0653 | 0.7778 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dumbbell | 0.0008 | 0.3333 | 0.0000 | 0.0000 | | excercise equipment | 0.0137 | 0.8500 | 0.0048 | 0.2000 | | fan | 0.1093 | 0.6719 | 0.0000 | 0.0312 | | faucet | 0.0003 | 0.1277 | 0.0000 | 0.0213 | | fence | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | file | 0.0136 | 0.5588 | 0.0021 | 0.1471 | | fire extinguisher | 0.0009 | 0.4000 | 0.0000 | 0.0000 | | fireplace | 0.0015 | 0.7143 | 0.0000 | 0.0714 | | flowerpot | 0.0049 | 0.4902 | 0.0004 | 0.1765 | | flush | 0.0263 | 0.5000 | 0.0000 | 0.0000 | | folder | 0.0028 | 0.5000 | 0.0000 | 0.0000 | | food | 0.0004 | 0.2727 | 0.0003 | 0.0909 | | footstool | 0.0143 | 0.5000 | 0.0143 | 0.5000 | | frame | 0.0035 | 0.2857 | 0.0000 | 0.0408 | | fruit | 0.0108 | 0.5000 | 0.0072 | 0.2143 | | furniture | 0.0001 | 0.3333 | 0.0001 | 0.3333 | | garage door | 0.0052 | 0.6667 | 0.0000 | 0.0000 | | garbage | 0.0371 | 0.8750 | 0.0161 | 0.5000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | globe | 0.0005 | 1.0000 | 0.0000 | 0.0000 | | glove | 0.0004 | 0.3333 | 0.0000 | 0.0000 | | guitar | 0.0044 | 0.5833 | 0.0018 | 0.1667 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hamper | 0.1119 | 1.0000 | 0.0889 | 0.8182 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hanger | 0.0000 | 0.0833 | 0.0000 | 0.0000 | | hat | 0.0006 | 0.3333 | 0.0000 | 0.0000 | | headphones | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | heater | 0.0939 | 0.8276 | 0.0095 | 0.2931 | | helmets | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.0026 | 0.3333 | 0.0002 | 0.1111 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.0036 | 0.5000 | 0.0000 | 0.0000 | | jacket | 0.1888 | 0.9583 | 0.0039 | 0.2917 | | jalousie | 0.0016 | 0.5000 | 0.0000 | 0.0000 | | jar | 0.0027 | 0.3846 | 0.0005 | 0.2308 | | kettle | 0.0335 | 0.5556 | 0.0008 | 0.1667 | | keyboard | 0.0480 | 0.1220 | 0.0011 | 0.0122 | | kitchen island | 0.0605 | 0.8571 | 0.0085 | 0.4286 | | kitchenware | 0.0083 | 0.4130 | 0.0016 | 0.1304 | | ladder | 0.0113 | 0.4706 | 0.0080 | 0.2353 | | lamp | 0.3110 | 0.6627 | 0.0861 | 0.2776 | | laptop | 0.0507 | 0.5217 | 0.0005 | 0.1304 | | ledge | 0.0137 | 0.3333 | 0.0000 | 0.0000 | | letter | 0.0391 | 1.0000 | 0.0000 | 0.0000 | | light | 0.0075 | 0.1923 | 0.0008 | 0.0363 | | luggage | 0.0027 | 1.0000 | 0.0003 | 0.3333 | | machine | 0.0059 | 0.6842 | 0.0034 | 0.2632 | | magazine | 0.0026 | 0.6000 | 0.0000 | 0.0000 | | mat | 0.0002 | 0.1351 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | menu | 0.0017 | 0.1429 | 0.0000 | 0.0000 | | microwave | 0.1786 | 0.7959 | 0.1070 | 0.4898 | | mirror | 0.0367 | 0.5912 | 0.0004 | 0.0829 | | monitor | 0.4161 | 0.8249 | 0.0299 | 0.2881 | | mop | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0043 | 0.6667 | 0.0000 | 0.0000 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ottoman | 0.0725 | 0.8889 | 0.0569 | 0.6667 | | oven | 0.0678 | 0.7500 | 0.0168 | 0.2500 | | pack | 0.0087 | 0.6000 | 0.0003 | 0.1333 | | pan | 0.0015 | 0.3529 | 0.0009 | 0.1765 | | paper | 0.0032 | 0.0955 | 0.0004 | 0.0209 | | paper cutter | 0.0635 | 1.0000 | 0.0000 | 0.0000 | | partition | 0.0006 | 0.1667 | 0.0000 | 0.0000 | | person | 0.0023 | 0.5000 | 0.0000 | 0.1667 | | piano | 0.0124 | 0.8000 | 0.0001 | 0.2000 | | picture | 0.0619 | 0.2865 | 0.0016 | 0.0346 | | pillar | 0.1252 | 0.6977 | 0.0041 | 0.2558 | | pillow | 0.3384 | 0.8257 | 0.0170 | 0.2245 | | pipe | 0.0000 | 0.1538 | 0.0000 | 0.0000 | | pitcher | 0.0038 | 0.6667 | 0.0000 | 0.0000 | | plant | 0.1060 | 0.7344 | 0.0171 | 0.2702 | | plate | 0.0087 | 0.3462 | 0.0002 | 0.0385 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.1357 | 0.8000 | 0.0010 | 0.2000 | | pool | 0.0007 | 0.5000 | 0.0000 | 0.0000 | | poster | 0.0024 | 0.1515 | 0.0000 | 0.0303 | | pot | 0.0104 | 0.6296 | 0.0070 | 0.2593 | | price tag | 0.0001 | 0.1429 | 0.0000 | 0.0000 | | printer | 0.1884 | 0.8367 | 0.1018 | 0.5102 | | projector | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | purse | 0.0001 | 0.3333 | 0.0001 | 0.1667 | | rack | 0.0134 | 0.6154 | 0.0032 | 0.2885 | | radiator | 0.1977 | 0.8182 | 0.0312 | 0.3068 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | rail | 0.0055 | 0.4062 | 0.0000 | 0.0156 | | range hood | 0.2206 | 0.7857 | 0.0239 | 0.1429 | | refrigerator | 0.1120 | 0.9200 | 0.0390 | 0.3600 | | remote control | 0.0010 | 0.0357 | 0.0000 | 0.0000 | | roll | 0.0048 | 0.2000 | 0.0006 | 0.1000 | | roof | 0.0004 | 0.3750 | 0.0000 | 0.0000 | | sack | 0.0020 | 0.8571 | 0.0001 | 0.1429 | | scale | 0.2009 | 0.4545 | 0.0563 | 0.1818 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sheet | 0.0004 | 1.0000 | 0.0000 | 0.0000 | | shelf | 0.2337 | 0.7590 | 0.0478 | 0.2950 | | shoe | 0.0412 | 0.3551 | 0.0079 | 0.0935 | | shower | 0.0070 | 0.3000 | 0.0005 | 0.1333 | | sign | 0.0011 | 0.2667 | 0.0002 | 0.0333 | | sink | 0.4539 | 0.8792 | 0.1442 | 0.3417 | | soap dish | 0.0136 | 0.2000 | 0.0003 | 0.0667 | | soap dispenser | 0.3045 | 0.8148 | 0.1906 | 0.4074 | | socket | 0.0000 | 0.0046 | 0.0000 | 0.0000 | | speaker | 0.0004 | 0.3636 | 0.0000 | 0.0909 | | stairs | 0.0440 | 0.4306 | 0.0023 | 0.0972 | | stall | 0.1782 | 0.7059 | 0.0003 | 0.0588 | | stand | 0.2859 | 0.8841 | 0.2070 | 0.6768 | | statue | 0.0151 | 0.5263 | 0.0078 | 0.2632 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stool | 0.1292 | 0.8235 | 0.0717 | 0.5714 | | stopcock | 0.0048 | 0.1111 | 0.0000 | 0.0000 | | stove | 0.0294 | 0.7222 | 0.0076 | 0.2222 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sunglasses | 0.0144 | 0.5385 | 0.0002 | 0.0769 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | switch | 0.0000 | 0.0065 | 0.0000 | 0.0000 | | table | 0.3747 | 0.8961 | 0.2115 | 0.6535 | | tablet | 0.0015 | 0.5000 | 0.0000 | 0.0000 | | teapot | 0.0105 | 0.6667 | 0.0002 | 0.1111 | | telephone | 0.0336 | 0.3500 | 0.0135 | 0.0833 | | tissue | 0.0118 | 0.3846 | 0.0010 | 0.0769 | | tissue box | 0.0042 | 0.5000 | 0.0009 | 0.1875 | | toaster | 0.0070 | 0.6000 | 0.0005 | 0.2000 | | toilet | 0.7030 | 0.8731 | 0.5989 | 0.7836 | | toilet paper | 0.0745 | 0.4355 | 0.0071 | 0.1129 | | toiletry | 0.0006 | 0.3043 | 0.0001 | 0.1304 | | towel | 0.1211 | 0.5986 | 0.0060 | 0.1667 | | toy | 0.0024 | 0.5152 | 0.0003 | 0.1212 | | tray | 0.0001 | 0.1429 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tv | 0.1891 | 0.7030 | 0.0425 | 0.2376 | | umbrella | 0.0009 | 0.4000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.0112 | 0.7143 | 0.0021 | 0.1429 | | vanity | 0.3231 | 0.9524 | 0.2485 | 0.8095 | | vase | 0.0473 | 0.5200 | 0.0193 | 0.2400 | | vent | 0.0000 | 0.0417 | 0.0000 | 0.0000 | | wardrobe | 0.0399 | 0.7831 | 0.0055 | 0.2651 | | washbasin | 0.0550 | 0.5333 | 0.0133 | 0.0667 | | washing machine | 0.0419 | 0.9286 | 0.0160 | 0.4643 | | water cooler | 0.0417 | 0.5000 | 0.0417 | 0.5000 | | water heater | 0.5133 | 1.0000 | 0.0067 | 0.5000 | | window | 0.0598 | 0.6242 | 0.0008 | 0.0773 | | window frame | 0.0168 | 0.5859 | 0.0001 | 0.0505 | | windowsill | 0.0195 | 0.5870 | 0.0000 | 0.0652 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beam | 0.0001 | 0.1818 | 0.0000 | 0.0000 | | coat hanger | 0.0018 | 1.0000 | 0.0000 | 0.0000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.0178 | 0.5000 | 0.0000 | 0.0000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | soap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tool | 0.0001 | 0.1667 | 0.0001 | 0.1667 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0012 | 0.2500 | 0.0000 | 0.0000 | | mailbox | 0.0074 | 0.6000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.1667 | 0.3333 | 0.1667 | 0.3333 | | rod | 0.0001 | 0.0250 | 0.0000 | 0.0000 | | salt | 0.0289 | 1.0000 | 0.0000 | 0.0000 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0004 | 0.1250 | 0.0000 | 0.0000 | | can | 0.0011 | 0.2500 | 0.0000 | 0.0000 | | car | 0.0293 | 0.2857 | 0.0000 | 0.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0609 | 0.4341 | 0.0250 | 0.1519 | +---------------------+---------+---------+---------+---------+ 2024/02/26 22:34:24 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.7940 | 0.9356 | 0.6239 | 0.7809 | | picture | 0.0619 | 0.2865 | 0.0016 | 0.0346 | | door | 0.1330 | 0.7143 | 0.0019 | 0.0973 | | pillow | 0.3384 | 0.8257 | 0.0170 | 0.2245 | | cabinet | 0.1416 | 0.8389 | 0.0398 | 0.3764 | | table | 0.3747 | 0.8961 | 0.2115 | 0.6535 | | book | 0.1182 | 0.4685 | 0.0110 | 0.0979 | | window | 0.0598 | 0.6242 | 0.0008 | 0.0773 | | box | 0.0742 | 0.5526 | 0.0146 | 0.2158 | | doorframe | 0.1774 | 0.8451 | 0.0081 | 0.1725 | | shelf | 0.2337 | 0.7590 | 0.0478 | 0.2950 | | light | 0.0075 | 0.1923 | 0.0008 | 0.0363 | | plant | 0.1060 | 0.7344 | 0.0171 | 0.2702 | | paper | 0.0032 | 0.0955 | 0.0004 | 0.0209 | | bin | 0.4659 | 0.8980 | 0.2724 | 0.6062 | | curtain | 0.1568 | 0.8313 | 0.0060 | 0.1596 | | bottle | 0.0106 | 0.2674 | 0.0003 | 0.0446 | | lamp | 0.3110 | 0.6627 | 0.0861 | 0.2776 | | couch | 0.5266 | 0.9008 | 0.3135 | 0.6736 | | towel | 0.1211 | 0.5986 | 0.0060 | 0.1667 | | sink | 0.4539 | 0.8792 | 0.1442 | 0.3417 | | socket | 0.0000 | 0.0046 | 0.0000 | 0.0000 | | clothes | 0.1206 | 0.6879 | 0.0086 | 0.2102 | | desk | 0.3000 | 0.9205 | 0.1069 | 0.6080 | | stand | 0.2859 | 0.8841 | 0.2070 | 0.6768 | | monitor | 0.4161 | 0.8249 | 0.0299 | 0.2881 | | stool | 0.1292 | 0.8235 | 0.0717 | 0.5714 | | mirror | 0.0367 | 0.5912 | 0.0004 | 0.0829 | | case | 0.0145 | 0.4576 | 0.0064 | 0.1582 | | decoration | 0.0033 | 0.4429 | 0.0005 | 0.0929 | | bag | 0.0541 | 0.7247 | 0.0101 | 0.3090 | | bed | 0.7758 | 0.9408 | 0.3021 | 0.5621 | | cup | 0.0090 | 0.1102 | 0.0000 | 0.0000 | | switch | 0.0000 | 0.0065 | 0.0000 | 0.0000 | | shoe | 0.0412 | 0.3551 | 0.0079 | 0.0935 | | toilet | 0.7030 | 0.8731 | 0.5989 | 0.7836 | | counter | 0.0207 | 0.4312 | 0.0002 | 0.0275 | | tv | 0.1891 | 0.7030 | 0.0425 | 0.2376 | | backpack | 0.4410 | 0.8387 | 0.1452 | 0.5000 | | carpet | 0.0027 | 0.1190 | 0.0000 | 0.0000 | | basket | 0.0473 | 0.7391 | 0.0189 | 0.3478 | | cushion | 0.0257 | 0.6667 | 0.0009 | 0.1765 | | window frame | 0.0168 | 0.5859 | 0.0001 | 0.0505 | | rail | 0.0055 | 0.4062 | 0.0000 | 0.0156 | | blanket | 0.1023 | 0.7800 | 0.0029 | 0.1300 | | blackboard | 0.0542 | 0.6026 | 0.0003 | 0.0641 | | radiator | 0.1977 | 0.8182 | 0.0312 | 0.3068 | | toilet paper | 0.0745 | 0.4355 | 0.0071 | 0.1129 | | bench | 0.1327 | 0.8113 | 0.0515 | 0.3396 | | keyboard | 0.0480 | 0.1220 | 0.0011 | 0.0122 | | board | 0.0037 | 0.5645 | 0.0001 | 0.1129 | | stairs | 0.0440 | 0.4306 | 0.0023 | 0.0972 | | plate | 0.0087 | 0.3462 | 0.0002 | 0.0385 | | refrigerator | 0.1120 | 0.9200 | 0.0390 | 0.3600 | | frame | 0.0035 | 0.2857 | 0.0000 | 0.0408 | | wardrobe | 0.0399 | 0.7831 | 0.0055 | 0.2651 | | telephone | 0.0336 | 0.3500 | 0.0135 | 0.0833 | | vase | 0.0473 | 0.5200 | 0.0193 | 0.2400 | | heater | 0.0939 | 0.8276 | 0.0095 | 0.2931 | | computer | 0.0482 | 0.7627 | 0.0215 | 0.2373 | | windowsill | 0.0195 | 0.5870 | 0.0000 | 0.0652 | | bathtub | 0.7794 | 0.8769 | 0.5692 | 0.7538 | | ottoman | 0.0725 | 0.8889 | 0.0569 | 0.6667 | | toy | 0.0024 | 0.5152 | 0.0003 | 0.1212 | | column | 0.0305 | 0.3158 | 0.0066 | 0.0263 | | rack | 0.0134 | 0.6154 | 0.0032 | 0.2885 | | clock | 0.0023 | 0.1915 | 0.0000 | 0.0000 | | dresser | 0.0967 | 0.9259 | 0.0653 | 0.7778 | | faucet | 0.0003 | 0.1277 | 0.0000 | 0.0213 | | commode | 0.1162 | 0.9615 | 0.0964 | 0.7885 | | flowerpot | 0.0049 | 0.4902 | 0.0004 | 0.1765 | | bucket | 0.0540 | 0.8205 | 0.0334 | 0.5897 | | kitchenware | 0.0083 | 0.4130 | 0.0016 | 0.1304 | | bowl | 0.0292 | 0.3188 | 0.0059 | 0.0435 | | dispenser | 0.3814 | 0.7273 | 0.2927 | 0.4773 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.1786 | 0.7959 | 0.1070 | 0.4898 | | container | 0.0035 | 0.5763 | 0.0013 | 0.1864 | | stove | 0.0294 | 0.7222 | 0.0076 | 0.2222 | | fan | 0.1093 | 0.6719 | 0.0000 | 0.0312 | | pot | 0.0104 | 0.6296 | 0.0070 | 0.2593 | | blinds | 0.0056 | 0.4000 | 0.0001 | 0.0400 | | shower | 0.0070 | 0.3000 | 0.0005 | 0.1333 | | mat | 0.0002 | 0.1351 | 0.0000 | 0.0000 | | laptop | 0.0507 | 0.5217 | 0.0005 | 0.1304 | | remote control | 0.0010 | 0.0357 | 0.0000 | 0.0000 | | washing machine | 0.0419 | 0.9286 | 0.0160 | 0.4643 | | tissue box | 0.0042 | 0.5000 | 0.0009 | 0.1875 | | pillar | 0.1252 | 0.6977 | 0.0041 | 0.2558 | | printer | 0.1884 | 0.8367 | 0.1018 | 0.5102 | +-----------------+---------+---------+---------+---------+ | Overall | 0.1302 | 0.5870 | 0.0552 | 0.2443 | +-----------------+---------+---------+---------+---------+ 2024/02/26 22:34:24 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.0024 | 0.1515 | 0.0000 | 0.0303 | | oven | 0.0678 | 0.7500 | 0.0168 | 0.2500 | | fireplace | 0.0015 | 0.7143 | 0.0000 | 0.0714 | | roof | 0.0004 | 0.3750 | 0.0000 | 0.0000 | | washbasin | 0.0550 | 0.5333 | 0.0133 | 0.0667 | | statue | 0.0151 | 0.5263 | 0.0078 | 0.2632 | | jacket | 0.1888 | 0.9583 | 0.0039 | 0.2917 | | pipe | 0.0000 | 0.1538 | 0.0000 | 0.0000 | | drawer | 0.0023 | 0.5556 | 0.0009 | 0.4444 | | sign | 0.0011 | 0.2667 | 0.0002 | 0.0333 | | countertop | 0.0115 | 0.2857 | 0.0007 | 0.0357 | | vanity | 0.3231 | 0.9524 | 0.2485 | 0.8095 | | soap dispenser | 0.3045 | 0.8148 | 0.1906 | 0.4074 | | vent | 0.0000 | 0.0417 | 0.0000 | 0.0000 | | clothes dryer | 0.0098 | 0.8667 | 0.0026 | 0.5333 | | rod | 0.0001 | 0.0250 | 0.0000 | 0.0000 | | stopcock | 0.0048 | 0.1111 | 0.0000 | 0.0000 | | speaker | 0.0004 | 0.3636 | 0.0000 | 0.0909 | | bar | 0.0011 | 0.0333 | 0.0000 | 0.0000 | | jar | 0.0027 | 0.3846 | 0.0005 | 0.2308 | | tissue | 0.0118 | 0.3846 | 0.0010 | 0.0769 | | candle | 0.0003 | 0.2222 | 0.0000 | 0.0000 | | coffee maker | 0.1203 | 0.7586 | 0.0656 | 0.3448 | | beam | 0.0001 | 0.1818 | 0.0000 | 0.0000 | | range hood | 0.2206 | 0.7857 | 0.0239 | 0.1429 | | kettle | 0.0335 | 0.5556 | 0.0008 | 0.1667 | | file | 0.0136 | 0.5588 | 0.0021 | 0.1471 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0004 | 0.1250 | 0.0000 | 0.0000 | | bicycle | 0.0145 | 1.0000 | 0.0001 | 0.1667 | | purse | 0.0001 | 0.3333 | 0.0001 | 0.1667 | | toiletry | 0.0006 | 0.3043 | 0.0001 | 0.1304 | | brush | 0.0018 | 0.2857 | 0.0002 | 0.0714 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.0263 | 0.6667 | 0.0085 | 0.3333 | | soap dish | 0.0136 | 0.2000 | 0.0003 | 0.0667 | | basin | 0.0009 | 0.3529 | 0.0004 | 0.1765 | | dumbbell | 0.0008 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.1782 | 0.7059 | 0.0003 | 0.0588 | | hanger | 0.0000 | 0.0833 | 0.0000 | 0.0000 | | chandelier | 0.0135 | 0.5714 | 0.0006 | 0.1429 | | copier | 0.1325 | 0.9167 | 0.1002 | 0.5833 | | hamper | 0.1119 | 1.0000 | 0.0889 | 0.8182 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0013 | 0.5000 | 0.0000 | 0.0000 | | pan | 0.0015 | 0.3529 | 0.0009 | 0.1765 | | teapot | 0.0105 | 0.6667 | 0.0002 | 0.1111 | | vacuum cleaner | 0.0112 | 0.7143 | 0.0021 | 0.1429 | | hat | 0.0006 | 0.3333 | 0.0000 | 0.0000 | | folder | 0.0028 | 0.5000 | 0.0000 | 0.0000 | | fire extinguisher | 0.0009 | 0.4000 | 0.0000 | 0.0000 | | air conditioner | 0.0026 | 0.4000 | 0.0000 | 0.0000 | | piano | 0.0124 | 0.8000 | 0.0001 | 0.2000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0113 | 0.4706 | 0.0080 | 0.2353 | | scale | 0.2009 | 0.4545 | 0.0563 | 0.1818 | | tray | 0.0001 | 0.1429 | 0.0000 | 0.0000 | | ledge | 0.0137 | 0.3333 | 0.0000 | 0.0000 | | pack | 0.0087 | 0.6000 | 0.0003 | 0.1333 | | machine | 0.0059 | 0.6842 | 0.0034 | 0.2632 | | guitar | 0.0044 | 0.5833 | 0.0018 | 0.1667 | | doorway | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | food | 0.0004 | 0.2727 | 0.0003 | 0.0909 | | excercise equipment | 0.0137 | 0.8500 | 0.0048 | 0.2000 | | furniture | 0.0001 | 0.3333 | 0.0001 | 0.3333 | | sack | 0.0020 | 0.8571 | 0.0001 | 0.1429 | | crate | 0.0051 | 0.8571 | 0.0014 | 0.5714 | | person | 0.0023 | 0.5000 | 0.0000 | 0.1667 | | footstool | 0.0143 | 0.5000 | 0.0143 | 0.5000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0003 | 0.1667 | 0.0000 | 0.0333 | | cart | 0.0192 | 0.7500 | 0.0011 | 0.2500 | | paper cutter | 0.0635 | 1.0000 | 0.0000 | 0.0000 | | roll | 0.0048 | 0.2000 | 0.0006 | 0.1000 | | garbage | 0.0371 | 0.8750 | 0.0161 | 0.5000 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fruit | 0.0108 | 0.5000 | 0.0072 | 0.2143 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | soap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beanbag | 0.3542 | 1.0000 | 0.3542 | 1.0000 | | umbrella | 0.0009 | 0.4000 | 0.0000 | 0.0000 | | fence | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0012 | 0.2500 | 0.0000 | 0.0000 | | dish rack | 0.0251 | 0.4000 | 0.0250 | 0.2000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.0026 | 0.3333 | 0.0002 | 0.1111 | | sunglasses | 0.0144 | 0.5385 | 0.0002 | 0.0769 | | headphones | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0299 | 0.4135 | 0.0139 | 0.1441 | +---------------------+---------+---------+---------+---------+ 2024/02/26 22:34:24 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0074 | 0.6000 | 0.0000 | 0.0000 | | toaster | 0.0070 | 0.6000 | 0.0005 | 0.2000 | | water cooler | 0.0417 | 0.5000 | 0.0417 | 0.5000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0001 | 0.0714 | 0.0000 | 0.0000 | | device | 0.0010 | 0.2727 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.0178 | 0.5000 | 0.0000 | 0.0000 | | plunger | 0.1357 | 0.8000 | 0.0010 | 0.2000 | | kitchen island | 0.0605 | 0.8571 | 0.0085 | 0.4286 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0011 | 0.2500 | 0.0000 | 0.0000 | | tool | 0.0001 | 0.1667 | 0.0001 | 0.1667 | | partition | 0.0006 | 0.1667 | 0.0000 | 0.0000 | | banister | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0038 | 0.6667 | 0.0000 | 0.0000 | | menu | 0.0017 | 0.1429 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0001 | 0.1429 | 0.0000 | 0.0000 | | projector | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0027 | 1.0000 | 0.0003 | 0.3333 | | cube | 0.0833 | 1.0000 | 0.0833 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | helmets | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | balcony | 0.0015 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.0026 | 0.6000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bidet | 0.4000 | 0.6667 | 0.0333 | 0.3333 | | candlestick | 0.0014 | 1.0000 | 0.0000 | 0.0000 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0043 | 0.6667 | 0.0000 | 0.0000 | | tablet | 0.0015 | 0.5000 | 0.0000 | 0.0000 | | garage door | 0.0052 | 0.6667 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0004 | 0.3333 | 0.0000 | 0.0000 | | jalousie | 0.0016 | 0.5000 | 0.0000 | 0.0000 | | mop | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0122 | 0.3333 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0029 | 0.4000 | 0.0008 | 0.2000 | | globe | 0.0005 | 1.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.1667 | 0.3333 | 0.1667 | 0.3333 | | car | 0.0293 | 0.2857 | 0.0000 | 0.0000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0263 | 0.5000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | salt | 0.0289 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0004 | 1.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.0036 | 0.5000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5133 | 1.0000 | 0.0067 | 0.5000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0007 | 0.5000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.0073 | 1.0000 | 0.0024 | 0.6667 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.0391 | 1.0000 | 0.0000 | 0.0000 | | coat hanger | 0.0018 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0197 | 0.2893 | 0.0042 | 0.0593 | +----------------+---------+---------+---------+---------+ 2024/02/26 22:34:29 - mmengine - INFO - Epoch(val) [2][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.0026 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.4410 bag_AP_0.25: 0.0541 ball_AP_0.25: 0.0263 banister_AP_0.25: 0.0000 bar_AP_0.25: 0.0011 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0009 basket_AP_0.25: 0.0473 bathtub_AP_0.25: 0.7794 beam_AP_0.25: 0.0001 beanbag_AP_0.25: 0.3542 bed_AP_0.25: 0.7758 bench_AP_0.25: 0.1327 bicycle_AP_0.25: 0.0145 bidet_AP_0.25: 0.4000 bin_AP_0.25: 0.4659 blackboard_AP_0.25: 0.0542 blanket_AP_0.25: 0.1023 blinds_AP_0.25: 0.0056 board_AP_0.25: 0.0037 body loofah_AP_0.25: 0.0000 book_AP_0.25: 0.1182 bottle_AP_0.25: 0.0106 bowl_AP_0.25: 0.0292 box_AP_0.25: 0.0742 bread_AP_0.25: 0.0029 broom_AP_0.25: 0.0001 brush_AP_0.25: 0.0018 bucket_AP_0.25: 0.0540 cabinet_AP_0.25: 0.1416 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0011 candle_AP_0.25: 0.0003 candlestick_AP_0.25: 0.0014 car_AP_0.25: 0.0293 carpet_AP_0.25: 0.0027 cart_AP_0.25: 0.0192 case_AP_0.25: 0.0145 chair_AP_0.25: 0.7940 chandelier_AP_0.25: 0.0135 clock_AP_0.25: 0.0023 clothes_AP_0.25: 0.1206 clothes dryer_AP_0.25: 0.0098 coffee maker_AP_0.25: 0.1203 column_AP_0.25: 0.0305 commode_AP_0.25: 0.1162 computer_AP_0.25: 0.0482 conducting wire_AP_0.25: 0.0000 container_AP_0.25: 0.0035 copier_AP_0.25: 0.1325 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.5266 counter_AP_0.25: 0.0207 countertop_AP_0.25: 0.0115 crate_AP_0.25: 0.0051 crib_AP_0.25: 0.0073 cube_AP_0.25: 0.0833 cup_AP_0.25: 0.0090 curtain_AP_0.25: 0.1568 cushion_AP_0.25: 0.0257 decoration_AP_0.25: 0.0033 desk_AP_0.25: 0.3000 device_AP_0.25: 0.0010 dish rack_AP_0.25: 0.0251 dishwasher_AP_0.25: 0.0013 dispenser_AP_0.25: 0.3814 door_AP_0.25: 0.1330 doorframe_AP_0.25: 0.1774 doorway_AP_0.25: 0.0002 drawer_AP_0.25: 0.0023 dresser_AP_0.25: 0.0967 dumbbell_AP_0.25: 0.0008 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.0137 fan_AP_0.25: 0.1093 faucet_AP_0.25: 0.0003 fence_AP_0.25: 0.0000 file_AP_0.25: 0.0136 fire extinguisher_AP_0.25: 0.0009 fireplace_AP_0.25: 0.0015 flowerpot_AP_0.25: 0.0049 folder_AP_0.25: 0.0028 food_AP_0.25: 0.0004 footstool_AP_0.25: 0.0143 frame_AP_0.25: 0.0035 fruit_AP_0.25: 0.0108 furniture_AP_0.25: 0.0001 garage door_AP_0.25: 0.0052 garbage_AP_0.25: 0.0371 globe_AP_0.25: 0.0005 guitar_AP_0.25: 0.0044 hair dryer_AP_0.25: 0.0000 hamper_AP_0.25: 0.1119 hanger_AP_0.25: 0.0000 hat_AP_0.25: 0.0006 headboard_AP_0.25: 0.0012 headphones_AP_0.25: 0.0000 heater_AP_0.25: 0.0939 helmets_AP_0.25: 0.0000 holder_AP_0.25: 0.0026 jacket_AP_0.25: 0.1888 jalousie_AP_0.25: 0.0016 jar_AP_0.25: 0.0027 kettle_AP_0.25: 0.0335 keyboard_AP_0.25: 0.0480 kitchen island_AP_0.25: 0.0605 kitchenware_AP_0.25: 0.0083 ladder_AP_0.25: 0.0113 lamp_AP_0.25: 0.3110 laptop_AP_0.25: 0.0507 letter_AP_0.25: 0.0391 light_AP_0.25: 0.0075 luggage_AP_0.25: 0.0027 machine_AP_0.25: 0.0059 magazine_AP_0.25: 0.0026 mailbox_AP_0.25: 0.0074 mat_AP_0.25: 0.0002 menu_AP_0.25: 0.0017 microwave_AP_0.25: 0.1786 mirror_AP_0.25: 0.0367 monitor_AP_0.25: 0.4161 mop_AP_0.25: 0.0000 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.0043 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.0725 oven_AP_0.25: 0.0678 pack_AP_0.25: 0.0087 pan_AP_0.25: 0.0015 paper_AP_0.25: 0.0032 paper cutter_AP_0.25: 0.0635 partition_AP_0.25: 0.0006 person_AP_0.25: 0.0023 piano_AP_0.25: 0.0124 picture_AP_0.25: 0.0619 pillar_AP_0.25: 0.1252 pillow_AP_0.25: 0.3384 pipe_AP_0.25: 0.0000 pitcher_AP_0.25: 0.0038 plant_AP_0.25: 0.1060 plate_AP_0.25: 0.0087 player_AP_0.25: 0.0000 plunger_AP_0.25: 0.1357 pool_AP_0.25: 0.0007 pool table_AP_0.25: 0.1667 poster_AP_0.25: 0.0024 pot_AP_0.25: 0.0104 price tag_AP_0.25: 0.0001 printer_AP_0.25: 0.1884 projector_AP_0.25: 0.0000 purse_AP_0.25: 0.0001 rack_AP_0.25: 0.0134 radiator_AP_0.25: 0.1977 radio_AP_0.25: 0.0000 rail_AP_0.25: 0.0055 range hood_AP_0.25: 0.2206 refrigerator_AP_0.25: 0.1120 remote control_AP_0.25: 0.0010 roll_AP_0.25: 0.0048 roof_AP_0.25: 0.0004 sack_AP_0.25: 0.0020 scale_AP_0.25: 0.2009 screen_AP_0.25: 0.0000 sheet_AP_0.25: 0.0004 shelf_AP_0.25: 0.2337 shoe_AP_0.25: 0.0412 shower_AP_0.25: 0.0070 sign_AP_0.25: 0.0011 sink_AP_0.25: 0.4539 soap dish_AP_0.25: 0.0136 soap dispenser_AP_0.25: 0.3045 socket_AP_0.25: 0.0000 speaker_AP_0.25: 0.0004 stairs_AP_0.25: 0.0440 stall_AP_0.25: 0.1782 stand_AP_0.25: 0.2859 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0151 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.1292 stopcock_AP_0.25: 0.0048 stove_AP_0.25: 0.0294 structure_AP_0.25: 0.0000 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0000 table_AP_0.25: 0.3747 tablet_AP_0.25: 0.0015 teapot_AP_0.25: 0.0105 telephone_AP_0.25: 0.0336 tissue_AP_0.25: 0.0118 tissue box_AP_0.25: 0.0042 toaster_AP_0.25: 0.0070 toilet_AP_0.25: 0.7030 toilet paper_AP_0.25: 0.0745 toiletry_AP_0.25: 0.0006 towel_AP_0.25: 0.1211 toy_AP_0.25: 0.0024 tray_AP_0.25: 0.0001 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.1891 umbrella_AP_0.25: 0.0009 vacuum cleaner_AP_0.25: 0.0112 vanity_AP_0.25: 0.3231 vase_AP_0.25: 0.0473 wardrobe_AP_0.25: 0.0399 washbasin_AP_0.25: 0.0550 washing machine_AP_0.25: 0.0419 water cooler_AP_0.25: 0.0417 water heater_AP_0.25: 0.5133 window_AP_0.25: 0.0598 window frame_AP_0.25: 0.0168 windowsill_AP_0.25: 0.0195 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0015 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0018 coil_AP_0.25: 0.0122 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.0178 humidifier_AP_0.25: 0.0036 ledge_AP_0.25: 0.0137 salt_AP_0.25: 0.0289 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0001 arch_AP_0.25: 0.0003 glove_AP_0.25: 0.0004 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0000 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0000 vent_AP_0.25: 0.0000 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0000 pad_AP_0.25: 0.0000 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0001 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.0263 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0144 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0000 seasoning_AP_0.25: 0.0000 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0004 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0000 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0000 mAP_0.25: 0.0609 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.4000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8387 bag_rec_0.25: 0.7247 ball_rec_0.25: 0.6667 banister_rec_0.25: 0.2000 bar_rec_0.25: 0.0333 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.3529 basket_rec_0.25: 0.7391 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.1818 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9408 bench_rec_0.25: 0.8113 bicycle_rec_0.25: 1.0000 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.8980 blackboard_rec_0.25: 0.6026 blanket_rec_0.25: 0.7800 blinds_rec_0.25: 0.4000 board_rec_0.25: 0.5645 body loofah_rec_0.25: 0.0000 book_rec_0.25: 0.4685 bottle_rec_0.25: 0.2674 bowl_rec_0.25: 0.3188 box_rec_0.25: 0.5526 bread_rec_0.25: 0.4000 broom_rec_0.25: 0.0714 brush_rec_0.25: 0.2857 bucket_rec_0.25: 0.8205 cabinet_rec_0.25: 0.8389 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.2500 candle_rec_0.25: 0.2222 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.2857 carpet_rec_0.25: 0.1190 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4576 chair_rec_0.25: 0.9356 chandelier_rec_0.25: 0.5714 clock_rec_0.25: 0.1915 clothes_rec_0.25: 0.6879 clothes dryer_rec_0.25: 0.8667 coffee maker_rec_0.25: 0.7586 column_rec_0.25: 0.3158 commode_rec_0.25: 0.9615 computer_rec_0.25: 0.7627 conducting wire_rec_0.25: 0.0000 container_rec_0.25: 0.5763 copier_rec_0.25: 0.9167 cosmetics_rec_0.25: 0.0000 couch_rec_0.25: 0.9008 counter_rec_0.25: 0.4312 countertop_rec_0.25: 0.2857 crate_rec_0.25: 0.8571 crib_rec_0.25: 1.0000 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0.2500 headphones_rec_0.25: 0.0000 heater_rec_0.25: 0.8276 helmets_rec_0.25: 0.0000 holder_rec_0.25: 0.3333 jacket_rec_0.25: 0.9583 jalousie_rec_0.25: 0.5000 jar_rec_0.25: 0.3846 kettle_rec_0.25: 0.5556 keyboard_rec_0.25: 0.1220 kitchen island_rec_0.25: 0.8571 kitchenware_rec_0.25: 0.4130 ladder_rec_0.25: 0.4706 lamp_rec_0.25: 0.6627 laptop_rec_0.25: 0.5217 letter_rec_0.25: 1.0000 light_rec_0.25: 0.1923 luggage_rec_0.25: 1.0000 machine_rec_0.25: 0.6842 magazine_rec_0.25: 0.6000 mailbox_rec_0.25: 0.6000 mat_rec_0.25: 0.1351 menu_rec_0.25: 0.1429 microwave_rec_0.25: 0.7959 mirror_rec_0.25: 0.5912 monitor_rec_0.25: 0.8249 mop_rec_0.25: 0.0000 mouse_rec_0.25: 0.0000 napkins_rec_0.25: 0.6667 notebook_rec_0.25: 0.0000 ottoman_rec_0.25: 0.8889 oven_rec_0.25: 0.7500 pack_rec_0.25: 0.6000 pan_rec_0.25: 0.3529 paper_rec_0.25: 0.0955 paper cutter_rec_0.25: 1.0000 partition_rec_0.25: 0.1667 person_rec_0.25: 0.5000 piano_rec_0.25: 0.8000 picture_rec_0.25: 0.2865 pillar_rec_0.25: 0.6977 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molding_rec_0.25: 0.0000 shovel_rec_0.25: 0.0000 thermostat_rec_0.25: 0.0000 mAR_0.25: 0.4341 adhesive tape_AP_0.50: 0.0000 air conditioner_AP_0.50: 0.0000 album_AP_0.50: 0.0000 backpack_AP_0.50: 0.1452 bag_AP_0.50: 0.0101 ball_AP_0.50: 0.0085 banister_AP_0.50: 0.0000 bar_AP_0.50: 0.0000 barricade_AP_0.50: 0.0000 basin_AP_0.50: 0.0004 basket_AP_0.50: 0.0189 bathtub_AP_0.50: 0.5692 beam_AP_0.50: 0.0000 beanbag_AP_0.50: 0.3542 bed_AP_0.50: 0.3021 bench_AP_0.50: 0.0515 bicycle_AP_0.50: 0.0001 bidet_AP_0.50: 0.0333 bin_AP_0.50: 0.2724 blackboard_AP_0.50: 0.0003 blanket_AP_0.50: 0.0029 blinds_AP_0.50: 0.0001 board_AP_0.50: 0.0001 body loofah_AP_0.50: 0.0000 book_AP_0.50: 0.0110 bottle_AP_0.50: 0.0003 bowl_AP_0.50: 0.0059 box_AP_0.50: 0.0146 bread_AP_0.50: 0.0008 broom_AP_0.50: 0.0000 brush_AP_0.50: 0.0002 bucket_AP_0.50: 0.0334 cabinet_AP_0.50: 0.0398 calendar_AP_0.50: 0.0000 can_AP_0.50: 0.0000 candle_AP_0.50: 0.0000 candlestick_AP_0.50: 0.0000 car_AP_0.50: 0.0000 carpet_AP_0.50: 0.0000 cart_AP_0.50: 0.0011 case_AP_0.50: 0.0064 chair_AP_0.50: 0.6239 chandelier_AP_0.50: 0.0006 clock_AP_0.50: 0.0000 clothes_AP_0.50: 0.0086 clothes dryer_AP_0.50: 0.0026 coffee maker_AP_0.50: 0.0656 column_AP_0.50: 0.0066 commode_AP_0.50: 0.0964 computer_AP_0.50: 0.0215 conducting wire_AP_0.50: 0.0000 container_AP_0.50: 0.0013 copier_AP_0.50: 0.1002 cosmetics_AP_0.50: 0.0000 couch_AP_0.50: 0.3135 counter_AP_0.50: 0.0002 countertop_AP_0.50: 0.0007 crate_AP_0.50: 0.0014 crib_AP_0.50: 0.0024 cube_AP_0.50: 0.0833 cup_AP_0.50: 0.0000 curtain_AP_0.50: 0.0060 cushion_AP_0.50: 0.0009 decoration_AP_0.50: 0.0005 desk_AP_0.50: 0.1069 device_AP_0.50: 0.0000 dish rack_AP_0.50: 0.0250 dishwasher_AP_0.50: 0.0000 dispenser_AP_0.50: 0.2927 door_AP_0.50: 0.0019 doorframe_AP_0.50: 0.0081 doorway_AP_0.50: 0.0000 drawer_AP_0.50: 0.0009 dresser_AP_0.50: 0.0653 dumbbell_AP_0.50: 0.0000 dvd_AP_0.50: 0.0000 excercise equipment_AP_0.50: 0.0048 fan_AP_0.50: 0.0000 faucet_AP_0.50: 0.0000 fence_AP_0.50: 0.0000 file_AP_0.50: 0.0021 fire extinguisher_AP_0.50: 0.0000 fireplace_AP_0.50: 0.0000 flowerpot_AP_0.50: 0.0004 folder_AP_0.50: 0.0000 food_AP_0.50: 0.0003 footstool_AP_0.50: 0.0143 frame_AP_0.50: 0.0000 fruit_AP_0.50: 0.0072 furniture_AP_0.50: 0.0001 garage door_AP_0.50: 0.0000 garbage_AP_0.50: 0.0161 globe_AP_0.50: 0.0000 guitar_AP_0.50: 0.0018 hair dryer_AP_0.50: 0.0000 hamper_AP_0.50: 0.0889 hanger_AP_0.50: 0.0000 hat_AP_0.50: 0.0000 headboard_AP_0.50: 0.0000 headphones_AP_0.50: 0.0000 heater_AP_0.50: 0.0095 helmets_AP_0.50: 0.0000 holder_AP_0.50: 0.0002 jacket_AP_0.50: 0.0039 jalousie_AP_0.50: 0.0000 jar_AP_0.50: 0.0005 kettle_AP_0.50: 0.0008 keyboard_AP_0.50: 0.0011 kitchen island_AP_0.50: 0.0085 kitchenware_AP_0.50: 0.0016 ladder_AP_0.50: 0.0080 lamp_AP_0.50: 0.0861 laptop_AP_0.50: 0.0005 letter_AP_0.50: 0.0000 light_AP_0.50: 0.0008 luggage_AP_0.50: 0.0003 machine_AP_0.50: 0.0034 magazine_AP_0.50: 0.0000 mailbox_AP_0.50: 0.0000 mat_AP_0.50: 0.0000 menu_AP_0.50: 0.0000 microwave_AP_0.50: 0.1070 mirror_AP_0.50: 0.0004 monitor_AP_0.50: 0.0299 mop_AP_0.50: 0.0000 mouse_AP_0.50: 0.0000 napkins_AP_0.50: 0.0000 notebook_AP_0.50: 0.0000 ottoman_AP_0.50: 0.0569 oven_AP_0.50: 0.0168 pack_AP_0.50: 0.0003 pan_AP_0.50: 0.0009 paper_AP_0.50: 0.0004 paper cutter_AP_0.50: 0.0000 partition_AP_0.50: 0.0000 person_AP_0.50: 0.0000 piano_AP_0.50: 0.0001 picture_AP_0.50: 0.0016 pillar_AP_0.50: 0.0041 pillow_AP_0.50: 0.0170 pipe_AP_0.50: 0.0000 pitcher_AP_0.50: 0.0000 plant_AP_0.50: 0.0171 plate_AP_0.50: 0.0002 player_AP_0.50: 0.0000 plunger_AP_0.50: 0.0010 pool_AP_0.50: 0.0000 pool table_AP_0.50: 0.1667 poster_AP_0.50: 0.0000 pot_AP_0.50: 0.0070 price tag_AP_0.50: 0.0000 printer_AP_0.50: 0.1018 projector_AP_0.50: 0.0000 purse_AP_0.50: 0.0001 rack_AP_0.50: 0.0032 radiator_AP_0.50: 0.0312 radio_AP_0.50: 0.0000 rail_AP_0.50: 0.0000 range hood_AP_0.50: 0.0239 refrigerator_AP_0.50: 0.0390 remote control_AP_0.50: 0.0000 roll_AP_0.50: 0.0006 roof_AP_0.50: 0.0000 sack_AP_0.50: 0.0001 scale_AP_0.50: 0.0563 screen_AP_0.50: 0.0000 sheet_AP_0.50: 0.0000 shelf_AP_0.50: 0.0478 shoe_AP_0.50: 0.0079 shower_AP_0.50: 0.0005 sign_AP_0.50: 0.0002 sink_AP_0.50: 0.1442 soap dish_AP_0.50: 0.0003 soap dispenser_AP_0.50: 0.1906 socket_AP_0.50: 0.0000 speaker_AP_0.50: 0.0000 stairs_AP_0.50: 0.0023 stall_AP_0.50: 0.0003 stand_AP_0.50: 0.2070 stapler_AP_0.50: 0.0000 statue_AP_0.50: 0.0078 stick_AP_0.50: 0.0000 stool_AP_0.50: 0.0717 stopcock_AP_0.50: 0.0000 stove_AP_0.50: 0.0076 structure_AP_0.50: 0.0000 support_AP_0.50: 0.0000 switch_AP_0.50: 0.0000 table_AP_0.50: 0.2115 tablet_AP_0.50: 0.0000 teapot_AP_0.50: 0.0002 telephone_AP_0.50: 0.0135 tissue_AP_0.50: 0.0010 tissue box_AP_0.50: 0.0009 toaster_AP_0.50: 0.0005 toilet_AP_0.50: 0.5989 toilet paper_AP_0.50: 0.0071 toiletry_AP_0.50: 0.0001 towel_AP_0.50: 0.0060 toy_AP_0.50: 0.0003 tray_AP_0.50: 0.0000 treadmill_AP_0.50: 0.0000 tube_AP_0.50: 0.0000 tv_AP_0.50: 0.0425 umbrella_AP_0.50: 0.0000 vacuum cleaner_AP_0.50: 0.0021 vanity_AP_0.50: 0.2485 vase_AP_0.50: 0.0193 wardrobe_AP_0.50: 0.0055 washbasin_AP_0.50: 0.0133 washing machine_AP_0.50: 0.0160 water cooler_AP_0.50: 0.0417 water heater_AP_0.50: 0.0067 window_AP_0.50: 0.0008 window frame_AP_0.50: 0.0001 windowsill_AP_0.50: 0.0000 wrap_AP_0.50: 0.0000 balcony_AP_0.50: 0.0000 baseboard_AP_0.50: 0.0000 coat hanger_AP_0.50: 0.0000 coil_AP_0.50: 0.0000 glass_AP_0.50: 0.0000 grab bar_AP_0.50: 0.0000 humidifier_AP_0.50: 0.0000 ledge_AP_0.50: 0.0000 salt_AP_0.50: 0.0000 shampoo_AP_0.50: 0.0000 tool_AP_0.50: 0.0001 arch_AP_0.50: 0.0000 glove_AP_0.50: 0.0000 wire_AP_0.50: 0.0000 drum_AP_0.50: 0.0000 mattress_AP_0.50: 0.0000 plug_AP_0.50: 0.0000 vent_AP_0.50: 0.0000 eraser_AP_0.50: 0.0000 map_AP_0.50: 0.0000 pad_AP_0.50: 0.0000 wood_AP_0.50: 0.0000 trophy_AP_0.50: 0.0000 pen_AP_0.50: 0.0000 rod_AP_0.50: 0.0000 wine_AP_0.50: 0.0000 grass_AP_0.50: 0.0000 handle_AP_0.50: 0.0000 flush_AP_0.50: 0.0000 scissors_AP_0.50: 0.0000 sunglasses_AP_0.50: 0.0002 duct_AP_0.50: 0.0000 knife_AP_0.50: 0.0000 sponge_AP_0.50: 0.0000 toothbrush_AP_0.50: 0.0000 toothpaste_AP_0.50: 0.0000 soap_AP_0.50: 0.0000 seasoning_AP_0.50: 0.0000 spoon_AP_0.50: 0.0000 alarm_AP_0.50: 0.0000 cap_AP_0.50: 0.0000 door knob_AP_0.50: 0.0000 label_AP_0.50: 0.0000 hook_AP_0.50: 0.0000 molding_AP_0.50: 0.0000 shovel_AP_0.50: 0.0000 thermostat_AP_0.50: 0.0000 mAP_0.50: 0.0250 adhesive tape_rec_0.50: 0.0000 air conditioner_rec_0.50: 0.0000 album_rec_0.50: 0.0000 backpack_rec_0.50: 0.5000 bag_rec_0.50: 0.3090 ball_rec_0.50: 0.3333 banister_rec_0.50: 0.0000 bar_rec_0.50: 0.0000 barricade_rec_0.50: 0.0000 basin_rec_0.50: 0.1765 basket_rec_0.50: 0.3478 bathtub_rec_0.50: 0.7538 beam_rec_0.50: 0.0000 beanbag_rec_0.50: 1.0000 bed_rec_0.50: 0.5621 bench_rec_0.50: 0.3396 bicycle_rec_0.50: 0.1667 bidet_rec_0.50: 0.3333 bin_rec_0.50: 0.6062 blackboard_rec_0.50: 0.0641 blanket_rec_0.50: 0.1300 blinds_rec_0.50: 0.0400 board_rec_0.50: 0.1129 body loofah_rec_0.50: 0.0000 book_rec_0.50: 0.0979 bottle_rec_0.50: 0.0446 bowl_rec_0.50: 0.0435 box_rec_0.50: 0.2158 bread_rec_0.50: 0.2000 broom_rec_0.50: 0.0000 brush_rec_0.50: 0.0714 bucket_rec_0.50: 0.5897 cabinet_rec_0.50: 0.3764 calendar_rec_0.50: 0.0000 can_rec_0.50: 0.0000 candle_rec_0.50: 0.0000 candlestick_rec_0.50: 0.0000 car_rec_0.50: 0.0000 carpet_rec_0.50: 0.0000 cart_rec_0.50: 0.2500 case_rec_0.50: 0.1582 chair_rec_0.50: 0.7809 chandelier_rec_0.50: 0.1429 clock_rec_0.50: 0.0000 clothes_rec_0.50: 0.2102 clothes dryer_rec_0.50: 0.5333 coffee maker_rec_0.50: 0.3448 column_rec_0.50: 0.0263 commode_rec_0.50: 0.7885 computer_rec_0.50: 0.2373 conducting wire_rec_0.50: 0.0000 container_rec_0.50: 0.1864 copier_rec_0.50: 0.5833 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.6736 counter_rec_0.50: 0.0275 countertop_rec_0.50: 0.0357 crate_rec_0.50: 0.5714 crib_rec_0.50: 0.6667 cube_rec_0.50: 1.0000 cup_rec_0.50: 0.0000 curtain_rec_0.50: 0.1596 cushion_rec_0.50: 0.1765 decoration_rec_0.50: 0.0929 desk_rec_0.50: 0.6080 device_rec_0.50: 0.0000 dish rack_rec_0.50: 0.2000 dishwasher_rec_0.50: 0.0000 dispenser_rec_0.50: 0.4773 door_rec_0.50: 0.0973 doorframe_rec_0.50: 0.1725 doorway_rec_0.50: 0.0000 drawer_rec_0.50: 0.4444 dresser_rec_0.50: 0.7778 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.2000 fan_rec_0.50: 0.0312 faucet_rec_0.50: 0.0213 fence_rec_0.50: 0.0000 file_rec_0.50: 0.1471 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.0714 flowerpot_rec_0.50: 0.1765 folder_rec_0.50: 0.0000 food_rec_0.50: 0.0909 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.0408 fruit_rec_0.50: 0.2143 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.0000 garbage_rec_0.50: 0.5000 globe_rec_0.50: 0.0000 guitar_rec_0.50: 0.1667 hair dryer_rec_0.50: 0.0000 hamper_rec_0.50: 0.8182 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.0000 headboard_rec_0.50: 0.0000 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.2931 helmets_rec_0.50: 0.0000 holder_rec_0.50: 0.1111 jacket_rec_0.50: 0.2917 jalousie_rec_0.50: 0.0000 jar_rec_0.50: 0.2308 kettle_rec_0.50: 0.1667 keyboard_rec_0.50: 0.0122 kitchen island_rec_0.50: 0.4286 kitchenware_rec_0.50: 0.1304 ladder_rec_0.50: 0.2353 lamp_rec_0.50: 0.2776 laptop_rec_0.50: 0.1304 letter_rec_0.50: 0.0000 light_rec_0.50: 0.0363 luggage_rec_0.50: 0.3333 machine_rec_0.50: 0.2632 magazine_rec_0.50: 0.0000 mailbox_rec_0.50: 0.0000 mat_rec_0.50: 0.0000 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.4898 mirror_rec_0.50: 0.0829 monitor_rec_0.50: 0.2881 mop_rec_0.50: 0.0000 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.0000 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.6667 oven_rec_0.50: 0.2500 pack_rec_0.50: 0.1333 pan_rec_0.50: 0.1765 paper_rec_0.50: 0.0209 paper cutter_rec_0.50: 0.0000 partition_rec_0.50: 0.0000 person_rec_0.50: 0.1667 piano_rec_0.50: 0.2000 picture_rec_0.50: 0.0346 pillar_rec_0.50: 0.2558 pillow_rec_0.50: 0.2245 pipe_rec_0.50: 0.0000 pitcher_rec_0.50: 0.0000 plant_rec_0.50: 0.2702 plate_rec_0.50: 0.0385 player_rec_0.50: 0.0000 plunger_rec_0.50: 0.2000 pool_rec_0.50: 0.0000 pool table_rec_0.50: 0.3333 poster_rec_0.50: 0.0303 pot_rec_0.50: 0.2593 price tag_rec_0.50: 0.0000 printer_rec_0.50: 0.5102 projector_rec_0.50: 0.0000 purse_rec_0.50: 0.1667 rack_rec_0.50: 0.2885 radiator_rec_0.50: 0.3068 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0156 range hood_rec_0.50: 0.1429 refrigerator_rec_0.50: 0.3600 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.1000 roof_rec_0.50: 0.0000 sack_rec_0.50: 0.1429 scale_rec_0.50: 0.1818 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.2950 shoe_rec_0.50: 0.0935 shower_rec_0.50: 0.1333 sign_rec_0.50: 0.0333 sink_rec_0.50: 0.3417 soap dish_rec_0.50: 0.0667 soap dispenser_rec_0.50: 0.4074 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.0909 stairs_rec_0.50: 0.0972 stall_rec_0.50: 0.0588 stand_rec_0.50: 0.6768 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.2632 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.5714 stopcock_rec_0.50: 0.0000 stove_rec_0.50: 0.2222 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.6535 tablet_rec_0.50: 0.0000 teapot_rec_0.50: 0.1111 telephone_rec_0.50: 0.0833 tissue_rec_0.50: 0.0769 tissue box_rec_0.50: 0.1875 toaster_rec_0.50: 0.2000 toilet_rec_0.50: 0.7836 toilet paper_rec_0.50: 0.1129 toiletry_rec_0.50: 0.1304 towel_rec_0.50: 0.1667 toy_rec_0.50: 0.1212 tray_rec_0.50: 0.0000 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.2376 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.1429 vanity_rec_0.50: 0.8095 vase_rec_0.50: 0.2400 wardrobe_rec_0.50: 0.2651 washbasin_rec_0.50: 0.0667 washing machine_rec_0.50: 0.4643 water cooler_rec_0.50: 0.5000 water heater_rec_0.50: 0.5000 window_rec_0.50: 0.0773 window frame_rec_0.50: 0.0505 windowsill_rec_0.50: 0.0652 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.0000 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.0000 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.1667 arch_rec_0.50: 0.0333 glove_rec_0.50: 0.0000 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.0769 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.0000 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.1519 data_time: 6.0550 time: 6.4746 2024/02/26 22:37:47 - mmengine - INFO - Epoch(train) [3][ 50/973] lr: 1.0000e-03 eta: 9:43:13 time: 3.9514 data_time: 0.5672 memory: 17862 grad_norm: 0.4289 loss: 1.7089 loss_center: 0.6935 loss_bbox: 0.3708 loss_cls: 0.6446 2024/02/26 22:37:57 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/26 22:40:46 - mmengine - INFO - Epoch(train) [3][100/973] lr: 1.0000e-03 eta: 9:40:08 time: 3.5970 data_time: 0.1849 memory: 17194 grad_norm: 0.5069 loss: 1.7075 loss_center: 0.6708 loss_bbox: 0.3966 loss_cls: 0.6401 2024/02/26 22:43:38 - mmengine - INFO - Epoch(train) [3][150/973] lr: 1.0000e-03 eta: 9:36:23 time: 3.4220 data_time: 0.1105 memory: 18062 grad_norm: 0.4232 loss: 1.6589 loss_center: 0.6659 loss_bbox: 0.3844 loss_cls: 0.6086 2024/02/26 22:46:32 - mmengine - INFO - Epoch(train) [3][200/973] lr: 1.0000e-03 eta: 9:32:57 time: 3.4944 data_time: 0.1484 memory: 17402 grad_norm: 0.4039 loss: 1.6551 loss_center: 0.6810 loss_bbox: 0.3425 loss_cls: 0.6316 2024/02/26 22:49:30 - mmengine - INFO - Epoch(train) [3][250/973] lr: 1.0000e-03 eta: 9:29:47 time: 3.5637 data_time: 0.1181 memory: 16667 grad_norm: 0.4015 loss: 1.5384 loss_center: 0.6339 loss_bbox: 0.3345 loss_cls: 0.5700 2024/02/26 22:52:14 - mmengine - INFO - Epoch(train) [3][300/973] lr: 1.0000e-03 eta: 9:25:37 time: 3.2720 data_time: 0.1988 memory: 15657 grad_norm: 0.3757 loss: 1.5815 loss_center: 0.6430 loss_bbox: 0.3457 loss_cls: 0.5928 2024/02/26 22:55:15 - mmengine - INFO - Epoch(train) [3][350/973] lr: 1.0000e-03 eta: 9:22:41 time: 3.6174 data_time: 0.5906 memory: 16601 grad_norm: 0.4084 loss: 1.5112 loss_center: 0.6090 loss_bbox: 0.3510 loss_cls: 0.5512 2024/02/26 22:58:06 - mmengine - INFO - Epoch(train) [3][400/973] lr: 1.0000e-03 eta: 9:19:05 time: 3.4215 data_time: 0.1477 memory: 15730 grad_norm: 0.4090 loss: 1.5151 loss_center: 0.6454 loss_bbox: 0.3130 loss_cls: 0.5568 2024/02/26 23:01:05 - mmengine - INFO - Epoch(train) [3][450/973] lr: 1.0000e-03 eta: 9:16:02 time: 3.5782 data_time: 0.1741 memory: 17512 grad_norm: 0.4370 loss: 1.5521 loss_center: 0.6424 loss_bbox: 0.3369 loss_cls: 0.5727 2024/02/26 23:04:03 - mmengine - INFO - Epoch(train) [3][500/973] lr: 1.0000e-03 eta: 9:12:55 time: 3.5576 data_time: 0.0948 memory: 15432 grad_norm: 0.4374 loss: 1.5694 loss_center: 0.6609 loss_bbox: 0.3228 loss_cls: 0.5857 2024/02/26 23:07:08 - mmengine - INFO - Epoch(train) [3][550/973] lr: 1.0000e-03 eta: 9:10:17 time: 3.7121 data_time: 0.1825 memory: 17101 grad_norm: 0.4137 loss: 1.5897 loss_center: 0.6607 loss_bbox: 0.3257 loss_cls: 0.6033 2024/02/26 23:10:00 - mmengine - INFO - Epoch(train) [3][600/973] lr: 1.0000e-03 eta: 9:06:49 time: 3.4398 data_time: 0.7087 memory: 19531 grad_norm: 0.4145 loss: 1.5876 loss_center: 0.6800 loss_bbox: 0.3143 loss_cls: 0.5933 2024/02/26 23:13:05 - mmengine - INFO - Epoch(train) [3][650/973] lr: 1.0000e-03 eta: 9:04:06 time: 3.6889 data_time: 1.1652 memory: 18325 grad_norm: 0.4396 loss: 1.5000 loss_center: 0.6211 loss_bbox: 0.3422 loss_cls: 0.5368 2024/02/26 23:16:06 - mmengine - INFO - Epoch(train) [3][700/973] lr: 1.0000e-03 eta: 9:01:10 time: 3.6169 data_time: 0.1015 memory: 18004 grad_norm: 0.4385 loss: 1.6975 loss_center: 0.6732 loss_bbox: 0.4077 loss_cls: 0.6167 2024/02/26 23:18:57 - mmengine - INFO - Epoch(train) [3][750/973] lr: 1.0000e-03 eta: 8:57:44 time: 3.4355 data_time: 0.3194 memory: 18520 grad_norm: 0.4381 loss: 1.5291 loss_center: 0.6172 loss_bbox: 0.3572 loss_cls: 0.5546 2024/02/26 23:21:44 - mmengine - INFO - Epoch(train) [3][800/973] lr: 1.0000e-03 eta: 8:54:02 time: 3.3346 data_time: 1.9543 memory: 20384 grad_norm: 0.3958 loss: 1.4601 loss_center: 0.6012 loss_bbox: 0.3317 loss_cls: 0.5272 2024/02/26 23:24:37 - mmengine - INFO - Epoch(train) [3][850/973] lr: 1.0000e-03 eta: 8:50:42 time: 3.4597 data_time: 0.7718 memory: 15669 grad_norm: 0.3901 loss: 1.5180 loss_center: 0.6121 loss_bbox: 0.3635 loss_cls: 0.5424 2024/02/26 23:27:34 - mmengine - INFO - Epoch(train) [3][900/973] lr: 1.0000e-03 eta: 8:47:37 time: 3.5453 data_time: 0.4015 memory: 17290 grad_norm: 0.3891 loss: 1.4691 loss_center: 0.6079 loss_bbox: 0.3305 loss_cls: 0.5307 2024/02/26 23:30:25 - mmengine - INFO - Epoch(train) [3][950/973] lr: 1.0000e-03 eta: 8:44:11 time: 3.4108 data_time: 0.8336 memory: 17810 grad_norm: 0.3796 loss: 1.5479 loss_center: 0.6453 loss_bbox: 0.3408 loss_cls: 0.5618 2024/02/26 23:31:46 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/26 23:31:46 - mmengine - INFO - Saving checkpoint at 3 epochs 2024/02/26 23:34:06 - mmengine - INFO - Epoch(val) [3][ 50/103] eta: 0:02:19 time: 2.6317 data_time: 2.2315 memory: 16443 2024/02/26 23:42:26 - mmengine - INFO - Epoch(val) [3][100/103] eta: 0:00:18 time: 9.9964 data_time: 9.5870 memory: 4433 2024/02/26 23:49:49 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.0200 | 0.4000 | 0.0125 | 0.2000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0010 | 0.2000 | 0.0007 | 0.1000 | | backpack | 0.3595 | 0.8548 | 0.1398 | 0.5161 | | bag | 0.0684 | 0.7191 | 0.0091 | 0.2753 | | ball | 0.0633 | 0.6667 | 0.0585 | 0.4286 | | bar | 0.0098 | 0.2000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0027 | 0.5294 | 0.0020 | 0.1176 | | basket | 0.0773 | 0.7304 | 0.0599 | 0.3826 | | bathtub | 0.8054 | 0.8769 | 0.6655 | 0.7231 | | beam | 0.0003 | 0.2727 | 0.0000 | 0.0455 | | bed | 0.8231 | 0.9527 | 0.4487 | 0.6331 | | bench | 0.2485 | 0.8491 | 0.0731 | 0.4340 | | bicycle | 0.0718 | 1.0000 | 0.0000 | 0.0000 | | bidet | 0.4667 | 0.6667 | 0.0000 | 0.0000 | | bin | 0.5364 | 0.9037 | 0.2761 | 0.5977 | | blackboard | 0.1129 | 0.7179 | 0.0016 | 0.0769 | | blanket | 0.1647 | 0.8100 | 0.0036 | 0.1400 | | blinds | 0.0063 | 0.4800 | 0.0018 | 0.1000 | | board | 0.0252 | 0.6452 | 0.0011 | 0.2258 | | body loofah | 0.0004 | 0.5000 | 0.0000 | 0.0000 | | book | 0.1637 | 0.5091 | 0.0209 | 0.1301 | | bottle | 0.0182 | 0.2869 | 0.0009 | 0.0585 | | bowl | 0.0328 | 0.4638 | 0.0053 | 0.1159 | | box | 0.1002 | 0.5868 | 0.0240 | 0.2276 | | bread | 0.0109 | 0.4000 | 0.0000 | 0.0000 | | broom | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | brush | 0.0345 | 0.2857 | 0.0000 | 0.0000 | | bucket | 0.0599 | 0.8205 | 0.0405 | 0.6154 | | cabinet | 0.1960 | 0.8431 | 0.0769 | 0.4417 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0012 | 0.2222 | 0.0000 | 0.0000 | | carpet | 0.0018 | 0.1310 | 0.0000 | 0.0000 | | cart | 0.0273 | 0.7500 | 0.0056 | 0.5000 | | case | 0.0296 | 0.4407 | 0.0045 | 0.1921 | | chair | 0.8099 | 0.9285 | 0.6408 | 0.7774 | | chandelier | 0.0390 | 0.6190 | 0.0037 | 0.1429 | | clock | 0.0489 | 0.3191 | 0.0003 | 0.0426 | | clothes | 0.1253 | 0.6529 | 0.0222 | 0.2389 | | clothes dryer | 0.0184 | 0.8667 | 0.0119 | 0.6667 | | coat hanger | 0.0263 | 1.0000 | 0.0000 | 0.0000 | | coffee maker | 0.1579 | 0.8621 | 0.0114 | 0.2759 | | column | 0.0333 | 0.3684 | 0.0058 | 0.1579 | | commode | 0.1687 | 0.9615 | 0.1458 | 0.8846 | | computer | 0.0908 | 0.7966 | 0.0014 | 0.1356 | | conducting wire | 0.0004 | 0.3333 | 0.0000 | 0.0000 | | container | 0.0029 | 0.5424 | 0.0003 | 0.1356 | | copier | 0.1784 | 0.9167 | 0.1313 | 0.9167 | | couch | 0.5026 | 0.9050 | 0.2586 | 0.6653 | | counter | 0.0422 | 0.5046 | 0.0003 | 0.0550 | | countertop | 0.0214 | 0.4286 | 0.0001 | 0.0357 | | crate | 0.0140 | 0.8571 | 0.0016 | 0.4286 | | crib | 0.0099 | 1.0000 | 0.0099 | 1.0000 | | cup | 0.0058 | 0.1271 | 0.0000 | 0.0000 | | curtain | 0.2096 | 0.8283 | 0.0092 | 0.2169 | | cushion | 0.0329 | 0.7843 | 0.0114 | 0.2549 | | decoration | 0.0085 | 0.4214 | 0.0028 | 0.1143 | | desk | 0.4191 | 0.9205 | 0.2748 | 0.7159 | | device | 0.0915 | 0.3636 | 0.0000 | 0.0000 | | dish rack | 0.0051 | 0.2000 | 0.0019 | 0.2000 | | dishwasher | 0.0016 | 0.6000 | 0.0000 | 0.0000 | | dispenser | 0.4137 | 0.7500 | 0.3563 | 0.5000 | | door | 0.1891 | 0.7488 | 0.0093 | 0.1761 | | doorframe | 0.2741 | 0.8732 | 0.0353 | 0.3363 | | doorway | 0.0002 | 0.5556 | 0.0000 | 0.0000 | | drawer | 0.0032 | 0.7222 | 0.0017 | 0.4444 | | dresser | 0.1142 | 0.9444 | 0.1063 | 0.8333 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dumbbell | 0.0010 | 0.3333 | 0.0000 | 0.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fan | 0.0162 | 0.5781 | 0.0000 | 0.0000 | | faucet | 0.0099 | 0.2766 | 0.0000 | 0.0000 | | file | 0.0213 | 0.4706 | 0.0156 | 0.2059 | | fire extinguisher | 0.0003 | 0.2000 | 0.0000 | 0.0000 | | fireplace | 0.0753 | 0.7500 | 0.0022 | 0.1071 | | flowerpot | 0.0068 | 0.4118 | 0.0017 | 0.1176 | | flush | 0.0833 | 0.5000 | 0.0000 | 0.0000 | | folder | 0.0024 | 0.7143 | 0.0001 | 0.1429 | | food | 0.0022 | 0.2727 | 0.0000 | 0.0000 | | footstool | 0.0161 | 0.5000 | 0.0161 | 0.5000 | | frame | 0.0019 | 0.3061 | 0.0002 | 0.0612 | | fruit | 0.0180 | 0.4286 | 0.0003 | 0.1429 | | furniture | 0.0004 | 0.5000 | 0.0003 | 0.3333 | | garbage | 0.0212 | 0.8750 | 0.0135 | 0.5000 | | globe | 0.0011 | 1.0000 | 0.0000 | 0.0000 | | glove | 0.0036 | 0.6667 | 0.0000 | 0.0000 | | grab bar | 0.0055 | 0.2500 | 0.0000 | 0.0000 | | guitar | 0.0168 | 0.4167 | 0.0002 | 0.0833 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hamper | 0.1463 | 1.0000 | 0.1101 | 0.6364 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hanger | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hat | 0.0005 | 0.3333 | 0.0000 | 0.1111 | | headphones | 0.0113 | 0.6000 | 0.0065 | 0.2000 | | heater | 0.1203 | 0.8103 | 0.0158 | 0.2931 | | helmets | 0.0001 | 0.3333 | 0.0001 | 0.3333 | | holder | 0.0100 | 0.3333 | 0.0000 | 0.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.2177 | 0.7917 | 0.0021 | 0.2083 | | jalousie | 0.0152 | 0.5000 | 0.0000 | 0.0000 | | jar | 0.0027 | 0.6154 | 0.0015 | 0.2308 | | kettle | 0.0390 | 0.5556 | 0.0094 | 0.2222 | | keyboard | 0.1093 | 0.2683 | 0.0017 | 0.0244 | | kitchen island | 0.0745 | 0.8571 | 0.0390 | 0.5714 | | kitchenware | 0.0213 | 0.5000 | 0.0012 | 0.0870 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0733 | 0.7059 | 0.0453 | 0.2941 | | lamp | 0.3582 | 0.6657 | 0.1029 | 0.2657 | | laptop | 0.0484 | 0.5217 | 0.0239 | 0.1739 | | ledge | 0.0262 | 0.5000 | 0.0000 | 0.0000 | | letter | 0.4577 | 1.0000 | 0.3500 | 0.5000 | | light | 0.0099 | 0.2073 | 0.0014 | 0.0342 | | luggage | 0.1132 | 1.0000 | 0.0003 | 0.3333 | | machine | 0.0191 | 0.9474 | 0.0119 | 0.2632 | | magazine | 0.0005 | 0.2000 | 0.0002 | 0.2000 | | map | 0.0116 | 0.5000 | 0.0000 | 0.0000 | | mat | 0.0000 | 0.0541 | 0.0000 | 0.0270 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.1955 | 0.8163 | 0.0627 | 0.4490 | | mirror | 0.1179 | 0.6851 | 0.0024 | 0.0939 | | monitor | 0.4461 | 0.8644 | 0.0229 | 0.2938 | | mop | 0.0072 | 0.3333 | 0.0000 | 0.0000 | | napkins | 0.0121 | 0.6667 | 0.0071 | 0.3333 | | notebook | 0.0004 | 0.1538 | 0.0002 | 0.0769 | | ottoman | 0.1188 | 0.8889 | 0.0868 | 0.6944 | | oven | 0.0826 | 0.7143 | 0.0162 | 0.1071 | | pack | 0.0188 | 0.7333 | 0.0045 | 0.2000 | | pan | 0.0033 | 0.3529 | 0.0001 | 0.0588 | | paper | 0.0063 | 0.1343 | 0.0023 | 0.0507 | | paper cutter | 0.2494 | 0.6667 | 0.0052 | 0.3333 | | partition | 0.0016 | 0.1667 | 0.0000 | 0.0000 | | person | 0.0005 | 0.1667 | 0.0003 | 0.1667 | | piano | 0.0346 | 0.8000 | 0.0047 | 0.4000 | | picture | 0.0649 | 0.3395 | 0.0052 | 0.0627 | | pillar | 0.2075 | 0.7209 | 0.0454 | 0.3953 | | pillow | 0.4069 | 0.8605 | 0.0338 | 0.2664 | | pipe | 0.0001 | 0.1538 | 0.0000 | 0.0000 | | pitcher | 0.0144 | 0.6667 | 0.0030 | 0.3333 | | plant | 0.1909 | 0.7460 | 0.0349 | 0.2725 | | plate | 0.0065 | 0.3077 | 0.0034 | 0.0577 | | player | 0.0033 | 0.5000 | 0.0000 | 0.0000 | | plug | 0.0002 | 0.0526 | 0.0000 | 0.0000 | | plunger | 0.0231 | 0.8000 | 0.0000 | 0.0000 | | poster | 0.0016 | 0.1212 | 0.0000 | 0.0000 | | pot | 0.0069 | 0.7037 | 0.0021 | 0.3704 | | price tag | 0.0002 | 0.2857 | 0.0001 | 0.1429 | | printer | 0.3240 | 0.8571 | 0.0557 | 0.3469 | | projector | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | purse | 0.0001 | 0.3333 | 0.0000 | 0.1667 | | rack | 0.0216 | 0.6923 | 0.0115 | 0.3077 | | radiator | 0.3066 | 0.7727 | 0.0435 | 0.3295 | | radio | 0.0001 | 0.2500 | 0.0000 | 0.0000 | | rail | 0.0080 | 0.4531 | 0.0000 | 0.0156 | | range hood | 0.1000 | 0.6429 | 0.0065 | 0.0714 | | refrigerator | 0.2468 | 0.8800 | 0.1348 | 0.4600 | | remote control | 0.0002 | 0.0357 | 0.0000 | 0.0000 | | rod | 0.0003 | 0.0500 | 0.0000 | 0.0000 | | roll | 0.0173 | 0.3000 | 0.0000 | 0.0000 | | roof | 0.0009 | 0.4583 | 0.0000 | 0.0417 | | sack | 0.0024 | 0.7143 | 0.0001 | 0.1429 | | scale | 0.1674 | 0.5455 | 0.1477 | 0.3636 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shelf | 0.2986 | 0.7968 | 0.0802 | 0.3399 | | shoe | 0.0647 | 0.3925 | 0.0063 | 0.1121 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shower | 0.0086 | 0.3000 | 0.0044 | 0.1667 | | sign | 0.0013 | 0.2333 | 0.0002 | 0.1000 | | sink | 0.5208 | 0.8958 | 0.1704 | 0.3750 | | soap | 0.0003 | 0.1667 | 0.0003 | 0.1667 | | soap dish | 0.0260 | 0.5333 | 0.0003 | 0.0667 | | soap dispenser | 0.4746 | 0.8889 | 0.1316 | 0.4074 | | socket | 0.0001 | 0.0138 | 0.0000 | 0.0000 | | speaker | 0.0008 | 0.3636 | 0.0002 | 0.1818 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stairs | 0.0369 | 0.5000 | 0.0016 | 0.0694 | | stall | 0.2239 | 0.8235 | 0.0041 | 0.1176 | | stand | 0.4103 | 0.8537 | 0.2233 | 0.6707 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | statue | 0.0069 | 0.4737 | 0.0035 | 0.2105 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stool | 0.1337 | 0.8067 | 0.0586 | 0.4958 | | stopcock | 0.0088 | 0.1111 | 0.0000 | 0.0000 | | stove | 0.1438 | 0.8611 | 0.0390 | 0.1944 | | structure | 0.0002 | 0.5000 | 0.0002 | 0.5000 | | sunglasses | 0.0092 | 0.6154 | 0.0001 | 0.0769 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | switch | 0.0002 | 0.0131 | 0.0000 | 0.0000 | | table | 0.4739 | 0.8945 | 0.3481 | 0.7354 | | tablet | 0.0008 | 0.5000 | 0.0000 | 0.0000 | | teapot | 0.0043 | 0.8889 | 0.0004 | 0.1111 | | telephone | 0.0585 | 0.4500 | 0.0164 | 0.1000 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tissue | 0.0058 | 0.4615 | 0.0007 | 0.2308 | | tissue box | 0.0047 | 0.5625 | 0.0007 | 0.1250 | | toaster | 0.0071 | 0.6000 | 0.0017 | 0.5000 | | toilet | 0.8153 | 0.8955 | 0.7012 | 0.7761 | | toilet paper | 0.1247 | 0.5000 | 0.0058 | 0.1210 | | toiletry | 0.0010 | 0.3043 | 0.0001 | 0.1304 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.1429 | 0.6190 | 0.0140 | 0.2041 | | toy | 0.0028 | 0.4848 | 0.0002 | 0.1212 | | tray | 0.0007 | 0.4286 | 0.0001 | 0.1429 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tv | 0.2028 | 0.7525 | 0.0404 | 0.3069 | | umbrella | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.0249 | 0.7143 | 0.0089 | 0.2857 | | vanity | 0.4253 | 0.9524 | 0.2738 | 0.6905 | | vase | 0.0380 | 0.4800 | 0.0312 | 0.2200 | | vent | 0.0000 | 0.0417 | 0.0000 | 0.0000 | | wardrobe | 0.1311 | 0.8795 | 0.0445 | 0.4458 | | washbasin | 0.1744 | 0.4667 | 0.0667 | 0.0667 | | washing machine | 0.1198 | 0.8929 | 0.0838 | 0.6786 | | water cooler | 0.0869 | 1.0000 | 0.0869 | 1.0000 | | water heater | 0.5070 | 1.0000 | 0.5070 | 1.0000 | | window | 0.0965 | 0.6909 | 0.0033 | 0.1152 | | window frame | 0.0319 | 0.6061 | 0.0102 | 0.1313 | | windowsill | 0.0315 | 0.5870 | 0.0000 | 0.0217 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cube | 0.0667 | 1.0000 | 0.0000 | 0.0000 | | excercise equipment | 0.0181 | 0.7000 | 0.0079 | 0.3000 | | fence | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0074 | 0.3750 | 0.0003 | 0.1250 | | humidifier | 0.0086 | 0.5000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | balcony | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mailbox | 0.0101 | 0.6000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | garage door | 0.0024 | 0.8333 | 0.0001 | 0.1667 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0016 | 0.5000 | 0.0000 | 0.0000 | | pool table | 0.1111 | 0.3333 | 0.1111 | 0.3333 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beanbag | 0.2321 | 1.0000 | 0.0004 | 0.1667 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tool | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | menu | 0.0089 | 0.1429 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | salt | 0.0845 | 1.0000 | 0.0000 | 0.0000 | | candlestick | 0.0066 | 1.0000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0031 | 0.1667 | 0.0000 | 0.0000 | | coil | 0.0064 | 0.3333 | 0.0001 | 0.1667 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | banister | 0.0002 | 0.2000 | 0.0000 | 0.0000 | | car | 0.0336 | 0.2857 | 0.0000 | 0.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0784 | 0.4584 | 0.0326 | 0.1743 | +---------------------+---------+---------+---------+---------+ 2024/02/26 23:49:49 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8099 | 0.9285 | 0.6408 | 0.7774 | | picture | 0.0649 | 0.3395 | 0.0052 | 0.0627 | | door | 0.1891 | 0.7488 | 0.0093 | 0.1761 | | pillow | 0.4069 | 0.8605 | 0.0338 | 0.2664 | | cabinet | 0.1960 | 0.8431 | 0.0769 | 0.4417 | | table | 0.4739 | 0.8945 | 0.3481 | 0.7354 | | book | 0.1637 | 0.5091 | 0.0209 | 0.1301 | | window | 0.0965 | 0.6909 | 0.0033 | 0.1152 | | box | 0.1002 | 0.5868 | 0.0240 | 0.2276 | | doorframe | 0.2741 | 0.8732 | 0.0353 | 0.3363 | | shelf | 0.2986 | 0.7968 | 0.0802 | 0.3399 | | light | 0.0099 | 0.2073 | 0.0014 | 0.0342 | | plant | 0.1909 | 0.7460 | 0.0349 | 0.2725 | | paper | 0.0063 | 0.1343 | 0.0023 | 0.0507 | | bin | 0.5364 | 0.9037 | 0.2761 | 0.5977 | | curtain | 0.2096 | 0.8283 | 0.0092 | 0.2169 | | bottle | 0.0182 | 0.2869 | 0.0009 | 0.0585 | | lamp | 0.3582 | 0.6657 | 0.1029 | 0.2657 | | couch | 0.5026 | 0.9050 | 0.2586 | 0.6653 | | towel | 0.1429 | 0.6190 | 0.0140 | 0.2041 | | sink | 0.5208 | 0.8958 | 0.1704 | 0.3750 | | socket | 0.0001 | 0.0138 | 0.0000 | 0.0000 | | clothes | 0.1253 | 0.6529 | 0.0222 | 0.2389 | | desk | 0.4191 | 0.9205 | 0.2748 | 0.7159 | | stand | 0.4103 | 0.8537 | 0.2233 | 0.6707 | | monitor | 0.4461 | 0.8644 | 0.0229 | 0.2938 | | stool | 0.1337 | 0.8067 | 0.0586 | 0.4958 | | mirror | 0.1179 | 0.6851 | 0.0024 | 0.0939 | | case | 0.0296 | 0.4407 | 0.0045 | 0.1921 | | decoration | 0.0085 | 0.4214 | 0.0028 | 0.1143 | | bag | 0.0684 | 0.7191 | 0.0091 | 0.2753 | | bed | 0.8231 | 0.9527 | 0.4487 | 0.6331 | | cup | 0.0058 | 0.1271 | 0.0000 | 0.0000 | | switch | 0.0002 | 0.0131 | 0.0000 | 0.0000 | | shoe | 0.0647 | 0.3925 | 0.0063 | 0.1121 | | toilet | 0.8153 | 0.8955 | 0.7012 | 0.7761 | | counter | 0.0422 | 0.5046 | 0.0003 | 0.0550 | | tv | 0.2028 | 0.7525 | 0.0404 | 0.3069 | | backpack | 0.3595 | 0.8548 | 0.1398 | 0.5161 | | carpet | 0.0018 | 0.1310 | 0.0000 | 0.0000 | | basket | 0.0773 | 0.7304 | 0.0599 | 0.3826 | | cushion | 0.0329 | 0.7843 | 0.0114 | 0.2549 | | window frame | 0.0319 | 0.6061 | 0.0102 | 0.1313 | | rail | 0.0080 | 0.4531 | 0.0000 | 0.0156 | | blanket | 0.1647 | 0.8100 | 0.0036 | 0.1400 | | blackboard | 0.1129 | 0.7179 | 0.0016 | 0.0769 | | radiator | 0.3066 | 0.7727 | 0.0435 | 0.3295 | | toilet paper | 0.1247 | 0.5000 | 0.0058 | 0.1210 | | bench | 0.2485 | 0.8491 | 0.0731 | 0.4340 | | keyboard | 0.1093 | 0.2683 | 0.0017 | 0.0244 | | board | 0.0252 | 0.6452 | 0.0011 | 0.2258 | | stairs | 0.0369 | 0.5000 | 0.0016 | 0.0694 | | plate | 0.0065 | 0.3077 | 0.0034 | 0.0577 | | refrigerator | 0.2468 | 0.8800 | 0.1348 | 0.4600 | | frame | 0.0019 | 0.3061 | 0.0002 | 0.0612 | | wardrobe | 0.1311 | 0.8795 | 0.0445 | 0.4458 | | telephone | 0.0585 | 0.4500 | 0.0164 | 0.1000 | | vase | 0.0380 | 0.4800 | 0.0312 | 0.2200 | | heater | 0.1203 | 0.8103 | 0.0158 | 0.2931 | | computer | 0.0908 | 0.7966 | 0.0014 | 0.1356 | | windowsill | 0.0315 | 0.5870 | 0.0000 | 0.0217 | | bathtub | 0.8054 | 0.8769 | 0.6655 | 0.7231 | | ottoman | 0.1188 | 0.8889 | 0.0868 | 0.6944 | | toy | 0.0028 | 0.4848 | 0.0002 | 0.1212 | | column | 0.0333 | 0.3684 | 0.0058 | 0.1579 | | rack | 0.0216 | 0.6923 | 0.0115 | 0.3077 | | clock | 0.0489 | 0.3191 | 0.0003 | 0.0426 | | dresser | 0.1142 | 0.9444 | 0.1063 | 0.8333 | | faucet | 0.0099 | 0.2766 | 0.0000 | 0.0000 | | commode | 0.1687 | 0.9615 | 0.1458 | 0.8846 | | flowerpot | 0.0068 | 0.4118 | 0.0017 | 0.1176 | | bucket | 0.0599 | 0.8205 | 0.0405 | 0.6154 | | kitchenware | 0.0213 | 0.5000 | 0.0012 | 0.0870 | | bowl | 0.0328 | 0.4638 | 0.0053 | 0.1159 | | dispenser | 0.4137 | 0.7500 | 0.3563 | 0.5000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.1955 | 0.8163 | 0.0627 | 0.4490 | | container | 0.0029 | 0.5424 | 0.0003 | 0.1356 | | stove | 0.1438 | 0.8611 | 0.0390 | 0.1944 | | fan | 0.0162 | 0.5781 | 0.0000 | 0.0000 | | pot | 0.0069 | 0.7037 | 0.0021 | 0.3704 | | blinds | 0.0063 | 0.4800 | 0.0018 | 0.1000 | | shower | 0.0086 | 0.3000 | 0.0044 | 0.1667 | | mat | 0.0000 | 0.0541 | 0.0000 | 0.0270 | | laptop | 0.0484 | 0.5217 | 0.0239 | 0.1739 | | remote control | 0.0002 | 0.0357 | 0.0000 | 0.0000 | | washing machine | 0.1198 | 0.8929 | 0.0838 | 0.6786 | | tissue box | 0.0047 | 0.5625 | 0.0007 | 0.1250 | | pillar | 0.2075 | 0.7209 | 0.0454 | 0.3953 | | printer | 0.3240 | 0.8571 | 0.0557 | 0.3469 | +-----------------+---------+---------+---------+---------+ | Overall | 0.1621 | 0.6121 | 0.0702 | 0.2689 | +-----------------+---------+---------+---------+---------+ 2024/02/26 23:49:49 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.0016 | 0.1212 | 0.0000 | 0.0000 | | oven | 0.0826 | 0.7143 | 0.0162 | 0.1071 | | fireplace | 0.0753 | 0.7500 | 0.0022 | 0.1071 | | roof | 0.0009 | 0.4583 | 0.0000 | 0.0417 | | washbasin | 0.1744 | 0.4667 | 0.0667 | 0.0667 | | statue | 0.0069 | 0.4737 | 0.0035 | 0.2105 | | jacket | 0.2177 | 0.7917 | 0.0021 | 0.2083 | | pipe | 0.0001 | 0.1538 | 0.0000 | 0.0000 | | drawer | 0.0032 | 0.7222 | 0.0017 | 0.4444 | | sign | 0.0013 | 0.2333 | 0.0002 | 0.1000 | | countertop | 0.0214 | 0.4286 | 0.0001 | 0.0357 | | vanity | 0.4253 | 0.9524 | 0.2738 | 0.6905 | | soap dispenser | 0.4746 | 0.8889 | 0.1316 | 0.4074 | | vent | 0.0000 | 0.0417 | 0.0000 | 0.0000 | | clothes dryer | 0.0184 | 0.8667 | 0.0119 | 0.6667 | | rod | 0.0003 | 0.0500 | 0.0000 | 0.0000 | | stopcock | 0.0088 | 0.1111 | 0.0000 | 0.0000 | | speaker | 0.0008 | 0.3636 | 0.0002 | 0.1818 | | bar | 0.0098 | 0.2000 | 0.0000 | 0.0000 | | jar | 0.0027 | 0.6154 | 0.0015 | 0.2308 | | tissue | 0.0058 | 0.4615 | 0.0007 | 0.2308 | | candle | 0.0012 | 0.2222 | 0.0000 | 0.0000 | | coffee maker | 0.1579 | 0.8621 | 0.0114 | 0.2759 | | beam | 0.0003 | 0.2727 | 0.0000 | 0.0455 | | range hood | 0.1000 | 0.6429 | 0.0065 | 0.0714 | | kettle | 0.0390 | 0.5556 | 0.0094 | 0.2222 | | file | 0.0213 | 0.4706 | 0.0156 | 0.2059 | | plug | 0.0002 | 0.0526 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.0718 | 1.0000 | 0.0000 | 0.0000 | | purse | 0.0001 | 0.3333 | 0.0000 | 0.1667 | | toiletry | 0.0010 | 0.3043 | 0.0001 | 0.1304 | | brush | 0.0345 | 0.2857 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.0633 | 0.6667 | 0.0585 | 0.4286 | | soap dish | 0.0260 | 0.5333 | 0.0003 | 0.0667 | | basin | 0.0027 | 0.5294 | 0.0020 | 0.1176 | | dumbbell | 0.0010 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.2239 | 0.8235 | 0.0041 | 0.1176 | | hanger | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | chandelier | 0.0390 | 0.6190 | 0.0037 | 0.1429 | | copier | 0.1784 | 0.9167 | 0.1313 | 0.9167 | | hamper | 0.1463 | 1.0000 | 0.1101 | 0.6364 | | notebook | 0.0004 | 0.1538 | 0.0002 | 0.0769 | | dishwasher | 0.0016 | 0.6000 | 0.0000 | 0.0000 | | pan | 0.0033 | 0.3529 | 0.0001 | 0.0588 | | teapot | 0.0043 | 0.8889 | 0.0004 | 0.1111 | | vacuum cleaner | 0.0249 | 0.7143 | 0.0089 | 0.2857 | | hat | 0.0005 | 0.3333 | 0.0000 | 0.1111 | | folder | 0.0024 | 0.7143 | 0.0001 | 0.1429 | | fire extinguisher | 0.0003 | 0.2000 | 0.0000 | 0.0000 | | air conditioner | 0.0200 | 0.4000 | 0.0125 | 0.2000 | | piano | 0.0346 | 0.8000 | 0.0047 | 0.4000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0733 | 0.7059 | 0.0453 | 0.2941 | | scale | 0.1674 | 0.5455 | 0.1477 | 0.3636 | | tray | 0.0007 | 0.4286 | 0.0001 | 0.1429 | | ledge | 0.0262 | 0.5000 | 0.0000 | 0.0000 | | pack | 0.0188 | 0.7333 | 0.0045 | 0.2000 | | machine | 0.0191 | 0.9474 | 0.0119 | 0.2632 | | guitar | 0.0168 | 0.4167 | 0.0002 | 0.0833 | | doorway | 0.0002 | 0.5556 | 0.0000 | 0.0000 | | food | 0.0022 | 0.2727 | 0.0000 | 0.0000 | | excercise equipment | 0.0181 | 0.7000 | 0.0079 | 0.3000 | | furniture | 0.0004 | 0.5000 | 0.0003 | 0.3333 | | sack | 0.0024 | 0.7143 | 0.0001 | 0.1429 | | crate | 0.0140 | 0.8571 | 0.0016 | 0.4286 | | person | 0.0005 | 0.1667 | 0.0003 | 0.1667 | | footstool | 0.0161 | 0.5000 | 0.0161 | 0.5000 | | conducting wire | 0.0004 | 0.3333 | 0.0000 | 0.0000 | | arch | 0.0010 | 0.2000 | 0.0007 | 0.1000 | | cart | 0.0273 | 0.7500 | 0.0056 | 0.5000 | | paper cutter | 0.2494 | 0.6667 | 0.0052 | 0.3333 | | roll | 0.0173 | 0.3000 | 0.0000 | 0.0000 | | garbage | 0.0212 | 0.8750 | 0.0135 | 0.5000 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fruit | 0.0180 | 0.4286 | 0.0003 | 0.1429 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | soap | 0.0003 | 0.1667 | 0.0003 | 0.1667 | | beanbag | 0.2321 | 1.0000 | 0.0004 | 0.1667 | | umbrella | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | fence | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0074 | 0.3750 | 0.0003 | 0.1250 | | dish rack | 0.0051 | 0.2000 | 0.0019 | 0.2000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.0100 | 0.3333 | 0.0000 | 0.0000 | | sunglasses | 0.0092 | 0.6154 | 0.0001 | 0.0769 | | headphones | 0.0113 | 0.6000 | 0.0065 | 0.2000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0404 | 0.4460 | 0.0126 | 0.1564 | +---------------------+---------+---------+---------+---------+ 2024/02/26 23:49:49 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0101 | 0.6000 | 0.0000 | 0.0000 | | toaster | 0.0071 | 0.6000 | 0.0017 | 0.5000 | | water cooler | 0.0869 | 1.0000 | 0.0869 | 1.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | device | 0.0915 | 0.3636 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.0055 | 0.2500 | 0.0000 | 0.0000 | | plunger | 0.0231 | 0.8000 | 0.0000 | 0.0000 | | kitchen island | 0.0745 | 0.8571 | 0.0390 | 0.5714 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0031 | 0.1667 | 0.0000 | 0.0000 | | tool | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | partition | 0.0016 | 0.1667 | 0.0000 | 0.0000 | | banister | 0.0002 | 0.2000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0144 | 0.6667 | 0.0030 | 0.3333 | | menu | 0.0089 | 0.1429 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0002 | 0.2857 | 0.0001 | 0.1429 | | projector | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.1132 | 1.0000 | 0.0003 | 0.3333 | | cube | 0.0667 | 1.0000 | 0.0000 | 0.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | helmets | 0.0001 | 0.3333 | 0.0001 | 0.3333 | | balcony | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.0005 | 0.2000 | 0.0002 | 0.2000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0002 | 0.5000 | 0.0002 | 0.5000 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bidet | 0.4667 | 0.6667 | 0.0000 | 0.0000 | | candlestick | 0.0066 | 1.0000 | 0.0000 | 0.0000 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0121 | 0.6667 | 0.0071 | 0.3333 | | tablet | 0.0008 | 0.5000 | 0.0000 | 0.0000 | | garage door | 0.0024 | 0.8333 | 0.0001 | 0.1667 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0036 | 0.6667 | 0.0000 | 0.0000 | | jalousie | 0.0152 | 0.5000 | 0.0000 | 0.0000 | | mop | 0.0072 | 0.3333 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0064 | 0.3333 | 0.0001 | 0.1667 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0109 | 0.4000 | 0.0000 | 0.0000 | | globe | 0.0011 | 1.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.1111 | 0.3333 | 0.1111 | 0.3333 | | car | 0.0336 | 0.2857 | 0.0000 | 0.0000 | | map | 0.0116 | 0.5000 | 0.0000 | 0.0000 | | radio | 0.0001 | 0.2500 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0833 | 0.5000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0033 | 0.5000 | 0.0000 | 0.0000 | | salt | 0.0845 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.0086 | 0.5000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5070 | 1.0000 | 0.5070 | 1.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0004 | 0.5000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0016 | 0.5000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.0099 | 1.0000 | 0.0099 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.4577 | 1.0000 | 0.3500 | 0.5000 | | coat hanger | 0.0263 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0290 | 0.3037 | 0.0136 | 0.0904 | +----------------+---------+---------+---------+---------+ 2024/02/26 23:49:53 - mmengine - INFO - Epoch(val) [3][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.0200 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3595 bag_AP_0.25: 0.0684 ball_AP_0.25: 0.0633 banister_AP_0.25: 0.0002 bar_AP_0.25: 0.0098 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0027 basket_AP_0.25: 0.0773 bathtub_AP_0.25: 0.8054 beam_AP_0.25: 0.0003 beanbag_AP_0.25: 0.2321 bed_AP_0.25: 0.8231 bench_AP_0.25: 0.2485 bicycle_AP_0.25: 0.0718 bidet_AP_0.25: 0.4667 bin_AP_0.25: 0.5364 blackboard_AP_0.25: 0.1129 blanket_AP_0.25: 0.1647 blinds_AP_0.25: 0.0063 board_AP_0.25: 0.0252 body loofah_AP_0.25: 0.0004 book_AP_0.25: 0.1637 bottle_AP_0.25: 0.0182 bowl_AP_0.25: 0.0328 box_AP_0.25: 0.1002 bread_AP_0.25: 0.0109 broom_AP_0.25: 0.0000 brush_AP_0.25: 0.0345 bucket_AP_0.25: 0.0599 cabinet_AP_0.25: 0.1960 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0031 candle_AP_0.25: 0.0012 candlestick_AP_0.25: 0.0066 car_AP_0.25: 0.0336 carpet_AP_0.25: 0.0018 cart_AP_0.25: 0.0273 case_AP_0.25: 0.0296 chair_AP_0.25: 0.8099 chandelier_AP_0.25: 0.0390 clock_AP_0.25: 0.0489 clothes_AP_0.25: 0.1253 clothes dryer_AP_0.25: 0.0184 coffee maker_AP_0.25: 0.1579 column_AP_0.25: 0.0333 commode_AP_0.25: 0.1687 computer_AP_0.25: 0.0908 conducting wire_AP_0.25: 0.0004 container_AP_0.25: 0.0029 copier_AP_0.25: 0.1784 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.5026 counter_AP_0.25: 0.0422 countertop_AP_0.25: 0.0214 crate_AP_0.25: 0.0140 crib_AP_0.25: 0.0099 cube_AP_0.25: 0.0667 cup_AP_0.25: 0.0058 curtain_AP_0.25: 0.2096 cushion_AP_0.25: 0.0329 decoration_AP_0.25: 0.0085 desk_AP_0.25: 0.4191 device_AP_0.25: 0.0915 dish rack_AP_0.25: 0.0051 dishwasher_AP_0.25: 0.0016 dispenser_AP_0.25: 0.4137 door_AP_0.25: 0.1891 doorframe_AP_0.25: 0.2741 doorway_AP_0.25: 0.0002 drawer_AP_0.25: 0.0032 dresser_AP_0.25: 0.1142 dumbbell_AP_0.25: 0.0010 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.0181 fan_AP_0.25: 0.0162 faucet_AP_0.25: 0.0099 fence_AP_0.25: 0.0000 file_AP_0.25: 0.0213 fire extinguisher_AP_0.25: 0.0003 fireplace_AP_0.25: 0.0753 flowerpot_AP_0.25: 0.0068 folder_AP_0.25: 0.0024 food_AP_0.25: 0.0022 footstool_AP_0.25: 0.0161 frame_AP_0.25: 0.0019 fruit_AP_0.25: 0.0180 furniture_AP_0.25: 0.0004 garage door_AP_0.25: 0.0024 garbage_AP_0.25: 0.0212 globe_AP_0.25: 0.0011 guitar_AP_0.25: 0.0168 hair dryer_AP_0.25: 0.0000 hamper_AP_0.25: 0.1463 hanger_AP_0.25: 0.0000 hat_AP_0.25: 0.0005 headboard_AP_0.25: 0.0074 headphones_AP_0.25: 0.0113 heater_AP_0.25: 0.1203 helmets_AP_0.25: 0.0001 holder_AP_0.25: 0.0100 jacket_AP_0.25: 0.2177 jalousie_AP_0.25: 0.0152 jar_AP_0.25: 0.0027 kettle_AP_0.25: 0.0390 keyboard_AP_0.25: 0.1093 kitchen island_AP_0.25: 0.0745 kitchenware_AP_0.25: 0.0213 ladder_AP_0.25: 0.0733 lamp_AP_0.25: 0.3582 laptop_AP_0.25: 0.0484 letter_AP_0.25: 0.4577 light_AP_0.25: 0.0099 luggage_AP_0.25: 0.1132 machine_AP_0.25: 0.0191 magazine_AP_0.25: 0.0005 mailbox_AP_0.25: 0.0101 mat_AP_0.25: 0.0000 menu_AP_0.25: 0.0089 microwave_AP_0.25: 0.1955 mirror_AP_0.25: 0.1179 monitor_AP_0.25: 0.4461 mop_AP_0.25: 0.0072 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.0121 notebook_AP_0.25: 0.0004 ottoman_AP_0.25: 0.1188 oven_AP_0.25: 0.0826 pack_AP_0.25: 0.0188 pan_AP_0.25: 0.0033 paper_AP_0.25: 0.0063 paper cutter_AP_0.25: 0.2494 partition_AP_0.25: 0.0016 person_AP_0.25: 0.0005 piano_AP_0.25: 0.0346 picture_AP_0.25: 0.0649 pillar_AP_0.25: 0.2075 pillow_AP_0.25: 0.4069 pipe_AP_0.25: 0.0001 pitcher_AP_0.25: 0.0144 plant_AP_0.25: 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bag_rec_0.25: 0.7191 ball_rec_0.25: 0.6667 banister_rec_0.25: 0.2000 bar_rec_0.25: 0.2000 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.5294 basket_rec_0.25: 0.7304 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.2727 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9527 bench_rec_0.25: 0.8491 bicycle_rec_0.25: 1.0000 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.9037 blackboard_rec_0.25: 0.7179 blanket_rec_0.25: 0.8100 blinds_rec_0.25: 0.4800 board_rec_0.25: 0.6452 body loofah_rec_0.25: 0.5000 book_rec_0.25: 0.5091 bottle_rec_0.25: 0.2869 bowl_rec_0.25: 0.4638 box_rec_0.25: 0.5868 bread_rec_0.25: 0.4000 broom_rec_0.25: 0.0000 brush_rec_0.25: 0.2857 bucket_rec_0.25: 0.8205 cabinet_rec_0.25: 0.8431 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.1667 candle_rec_0.25: 0.2222 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.2857 carpet_rec_0.25: 0.1310 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4407 chair_rec_0.25: 0.9285 chandelier_rec_0.25: 0.6190 clock_rec_0.25: 0.3191 clothes_rec_0.25: 0.6529 clothes dryer_rec_0.25: 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mouse_rec_0.25: 0.0000 napkins_rec_0.25: 0.6667 notebook_rec_0.25: 0.1538 ottoman_rec_0.25: 0.8889 oven_rec_0.25: 0.7143 pack_rec_0.25: 0.7333 pan_rec_0.25: 0.3529 paper_rec_0.25: 0.1343 paper cutter_rec_0.25: 0.6667 partition_rec_0.25: 0.1667 person_rec_0.25: 0.1667 piano_rec_0.25: 0.8000 picture_rec_0.25: 0.3395 pillar_rec_0.25: 0.7209 pillow_rec_0.25: 0.8605 pipe_rec_0.25: 0.1538 pitcher_rec_0.25: 0.6667 plant_rec_0.25: 0.7460 plate_rec_0.25: 0.3077 player_rec_0.25: 0.5000 plunger_rec_0.25: 0.8000 pool_rec_0.25: 0.5000 pool table_rec_0.25: 0.3333 poster_rec_0.25: 0.1212 pot_rec_0.25: 0.7037 price tag_rec_0.25: 0.2857 printer_rec_0.25: 0.8571 projector_rec_0.25: 0.0000 purse_rec_0.25: 0.3333 rack_rec_0.25: 0.6923 radiator_rec_0.25: 0.7727 radio_rec_0.25: 0.2500 rail_rec_0.25: 0.4531 range hood_rec_0.25: 0.6429 refrigerator_rec_0.25: 0.8800 remote control_rec_0.25: 0.0357 roll_rec_0.25: 0.3000 roof_rec_0.25: 0.4583 sack_rec_0.25: 0.7143 scale_rec_0.25: 0.5455 screen_rec_0.25: 0.0000 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sunglasses_rec_0.25: 0.6154 duct_rec_0.25: 0.0000 knife_rec_0.25: 0.0000 sponge_rec_0.25: 0.0000 toothbrush_rec_0.25: 0.0000 toothpaste_rec_0.25: 0.0000 soap_rec_0.25: 0.1667 seasoning_rec_0.25: 0.0000 spoon_rec_0.25: 0.0000 alarm_rec_0.25: 0.0000 cap_rec_0.25: 0.0000 door knob_rec_0.25: 0.0000 label_rec_0.25: 0.0000 hook_rec_0.25: 0.0000 molding_rec_0.25: 0.0000 shovel_rec_0.25: 0.0000 thermostat_rec_0.25: 0.0000 mAR_0.25: 0.4584 adhesive tape_AP_0.50: 0.0000 air conditioner_AP_0.50: 0.0125 album_AP_0.50: 0.0000 backpack_AP_0.50: 0.1398 bag_AP_0.50: 0.0091 ball_AP_0.50: 0.0585 banister_AP_0.50: 0.0000 bar_AP_0.50: 0.0000 barricade_AP_0.50: 0.0000 basin_AP_0.50: 0.0020 basket_AP_0.50: 0.0599 bathtub_AP_0.50: 0.6655 beam_AP_0.50: 0.0000 beanbag_AP_0.50: 0.0004 bed_AP_0.50: 0.4487 bench_AP_0.50: 0.0731 bicycle_AP_0.50: 0.0000 bidet_AP_0.50: 0.0000 bin_AP_0.50: 0.2761 blackboard_AP_0.50: 0.0016 blanket_AP_0.50: 0.0036 blinds_AP_0.50: 0.0018 board_AP_0.50: 0.0011 body loofah_AP_0.50: 0.0000 book_AP_0.50: 0.0209 bottle_AP_0.50: 0.0009 bowl_AP_0.50: 0.0053 box_AP_0.50: 0.0240 bread_AP_0.50: 0.0000 broom_AP_0.50: 0.0000 brush_AP_0.50: 0.0000 bucket_AP_0.50: 0.0405 cabinet_AP_0.50: 0.0769 calendar_AP_0.50: 0.0000 can_AP_0.50: 0.0000 candle_AP_0.50: 0.0000 candlestick_AP_0.50: 0.0000 car_AP_0.50: 0.0000 carpet_AP_0.50: 0.0000 cart_AP_0.50: 0.0056 case_AP_0.50: 0.0045 chair_AP_0.50: 0.6408 chandelier_AP_0.50: 0.0037 clock_AP_0.50: 0.0003 clothes_AP_0.50: 0.0222 clothes dryer_AP_0.50: 0.0119 coffee maker_AP_0.50: 0.0114 column_AP_0.50: 0.0058 commode_AP_0.50: 0.1458 computer_AP_0.50: 0.0014 conducting wire_AP_0.50: 0.0000 container_AP_0.50: 0.0003 copier_AP_0.50: 0.1313 cosmetics_AP_0.50: 0.0000 couch_AP_0.50: 0.2586 counter_AP_0.50: 0.0003 countertop_AP_0.50: 0.0001 crate_AP_0.50: 0.0016 crib_AP_0.50: 0.0099 cube_AP_0.50: 0.0000 cup_AP_0.50: 0.0000 curtain_AP_0.50: 0.0092 cushion_AP_0.50: 0.0114 decoration_AP_0.50: 0.0028 desk_AP_0.50: 0.2748 device_AP_0.50: 0.0000 dish 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keyboard_AP_0.50: 0.0017 kitchen island_AP_0.50: 0.0390 kitchenware_AP_0.50: 0.0012 ladder_AP_0.50: 0.0453 lamp_AP_0.50: 0.1029 laptop_AP_0.50: 0.0239 letter_AP_0.50: 0.3500 light_AP_0.50: 0.0014 luggage_AP_0.50: 0.0003 machine_AP_0.50: 0.0119 magazine_AP_0.50: 0.0002 mailbox_AP_0.50: 0.0000 mat_AP_0.50: 0.0000 menu_AP_0.50: 0.0000 microwave_AP_0.50: 0.0627 mirror_AP_0.50: 0.0024 monitor_AP_0.50: 0.0229 mop_AP_0.50: 0.0000 mouse_AP_0.50: 0.0000 napkins_AP_0.50: 0.0071 notebook_AP_0.50: 0.0002 ottoman_AP_0.50: 0.0868 oven_AP_0.50: 0.0162 pack_AP_0.50: 0.0045 pan_AP_0.50: 0.0001 paper_AP_0.50: 0.0023 paper cutter_AP_0.50: 0.0052 partition_AP_0.50: 0.0000 person_AP_0.50: 0.0003 piano_AP_0.50: 0.0047 picture_AP_0.50: 0.0052 pillar_AP_0.50: 0.0454 pillow_AP_0.50: 0.0338 pipe_AP_0.50: 0.0000 pitcher_AP_0.50: 0.0030 plant_AP_0.50: 0.0349 plate_AP_0.50: 0.0034 player_AP_0.50: 0.0000 plunger_AP_0.50: 0.0000 pool_AP_0.50: 0.0000 pool table_AP_0.50: 0.1111 poster_AP_0.50: 0.0000 pot_AP_0.50: 0.0021 price tag_AP_0.50: 0.0001 printer_AP_0.50: 0.0557 projector_AP_0.50: 0.0000 purse_AP_0.50: 0.0000 rack_AP_0.50: 0.0115 radiator_AP_0.50: 0.0435 radio_AP_0.50: 0.0000 rail_AP_0.50: 0.0000 range hood_AP_0.50: 0.0065 refrigerator_AP_0.50: 0.1348 remote control_AP_0.50: 0.0000 roll_AP_0.50: 0.0000 roof_AP_0.50: 0.0000 sack_AP_0.50: 0.0001 scale_AP_0.50: 0.1477 screen_AP_0.50: 0.0000 sheet_AP_0.50: 0.0000 shelf_AP_0.50: 0.0802 shoe_AP_0.50: 0.0063 shower_AP_0.50: 0.0044 sign_AP_0.50: 0.0002 sink_AP_0.50: 0.1704 soap dish_AP_0.50: 0.0003 soap dispenser_AP_0.50: 0.1316 socket_AP_0.50: 0.0000 speaker_AP_0.50: 0.0002 stairs_AP_0.50: 0.0016 stall_AP_0.50: 0.0041 stand_AP_0.50: 0.2233 stapler_AP_0.50: 0.0000 statue_AP_0.50: 0.0035 stick_AP_0.50: 0.0000 stool_AP_0.50: 0.0586 stopcock_AP_0.50: 0.0000 stove_AP_0.50: 0.0390 structure_AP_0.50: 0.0002 support_AP_0.50: 0.0000 switch_AP_0.50: 0.0000 table_AP_0.50: 0.3481 tablet_AP_0.50: 0.0000 teapot_AP_0.50: 0.0004 telephone_AP_0.50: 0.0164 tissue_AP_0.50: 0.0007 tissue box_AP_0.50: 0.0007 toaster_AP_0.50: 0.0017 toilet_AP_0.50: 0.7012 toilet paper_AP_0.50: 0.0058 toiletry_AP_0.50: 0.0001 towel_AP_0.50: 0.0140 toy_AP_0.50: 0.0002 tray_AP_0.50: 0.0001 treadmill_AP_0.50: 0.0000 tube_AP_0.50: 0.0000 tv_AP_0.50: 0.0404 umbrella_AP_0.50: 0.0000 vacuum cleaner_AP_0.50: 0.0089 vanity_AP_0.50: 0.2738 vase_AP_0.50: 0.0312 wardrobe_AP_0.50: 0.0445 washbasin_AP_0.50: 0.0667 washing machine_AP_0.50: 0.0838 water cooler_AP_0.50: 0.0869 water heater_AP_0.50: 0.5070 window_AP_0.50: 0.0033 window frame_AP_0.50: 0.0102 windowsill_AP_0.50: 0.0000 wrap_AP_0.50: 0.0000 balcony_AP_0.50: 0.0000 baseboard_AP_0.50: 0.0000 coat hanger_AP_0.50: 0.0000 coil_AP_0.50: 0.0001 glass_AP_0.50: 0.0000 grab bar_AP_0.50: 0.0000 humidifier_AP_0.50: 0.0000 ledge_AP_0.50: 0.0000 salt_AP_0.50: 0.0000 shampoo_AP_0.50: 0.0000 tool_AP_0.50: 0.0000 arch_AP_0.50: 0.0007 glove_AP_0.50: 0.0000 wire_AP_0.50: 0.0000 drum_AP_0.50: 0.0000 mattress_AP_0.50: 0.0000 plug_AP_0.50: 0.0000 vent_AP_0.50: 0.0000 eraser_AP_0.50: 0.0000 map_AP_0.50: 0.0000 pad_AP_0.50: 0.0000 wood_AP_0.50: 0.0000 trophy_AP_0.50: 0.0000 pen_AP_0.50: 0.0000 rod_AP_0.50: 0.0000 wine_AP_0.50: 0.0000 grass_AP_0.50: 0.0000 handle_AP_0.50: 0.0000 flush_AP_0.50: 0.0000 scissors_AP_0.50: 0.0000 sunglasses_AP_0.50: 0.0001 duct_AP_0.50: 0.0000 knife_AP_0.50: 0.0000 sponge_AP_0.50: 0.0000 toothbrush_AP_0.50: 0.0000 toothpaste_AP_0.50: 0.0000 soap_AP_0.50: 0.0003 seasoning_AP_0.50: 0.0000 spoon_AP_0.50: 0.0000 alarm_AP_0.50: 0.0000 cap_AP_0.50: 0.0000 door knob_AP_0.50: 0.0000 label_AP_0.50: 0.0000 hook_AP_0.50: 0.0000 molding_AP_0.50: 0.0000 shovel_AP_0.50: 0.0000 thermostat_AP_0.50: 0.0000 mAP_0.50: 0.0326 adhesive tape_rec_0.50: 0.0000 air conditioner_rec_0.50: 0.2000 album_rec_0.50: 0.0000 backpack_rec_0.50: 0.5161 bag_rec_0.50: 0.2753 ball_rec_0.50: 0.4286 banister_rec_0.50: 0.0000 bar_rec_0.50: 0.0000 barricade_rec_0.50: 0.0000 basin_rec_0.50: 0.1176 basket_rec_0.50: 0.3826 bathtub_rec_0.50: 0.7231 beam_rec_0.50: 0.0455 beanbag_rec_0.50: 0.1667 bed_rec_0.50: 0.6331 bench_rec_0.50: 0.4340 bicycle_rec_0.50: 0.0000 bidet_rec_0.50: 0.0000 bin_rec_0.50: 0.5977 blackboard_rec_0.50: 0.0769 blanket_rec_0.50: 0.1400 blinds_rec_0.50: 0.1000 board_rec_0.50: 0.2258 body loofah_rec_0.50: 0.0000 book_rec_0.50: 0.1301 bottle_rec_0.50: 0.0585 bowl_rec_0.50: 0.1159 box_rec_0.50: 0.2276 bread_rec_0.50: 0.0000 broom_rec_0.50: 0.0000 brush_rec_0.50: 0.0000 bucket_rec_0.50: 0.6154 cabinet_rec_0.50: 0.4417 calendar_rec_0.50: 0.0000 can_rec_0.50: 0.0000 candle_rec_0.50: 0.0000 candlestick_rec_0.50: 0.0000 car_rec_0.50: 0.0000 carpet_rec_0.50: 0.0000 cart_rec_0.50: 0.5000 case_rec_0.50: 0.1921 chair_rec_0.50: 0.7774 chandelier_rec_0.50: 0.1429 clock_rec_0.50: 0.0426 clothes_rec_0.50: 0.2389 clothes dryer_rec_0.50: 0.6667 coffee maker_rec_0.50: 0.2759 column_rec_0.50: 0.1579 commode_rec_0.50: 0.8846 computer_rec_0.50: 0.1356 conducting wire_rec_0.50: 0.0000 container_rec_0.50: 0.1356 copier_rec_0.50: 0.9167 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.6653 counter_rec_0.50: 0.0550 countertop_rec_0.50: 0.0357 crate_rec_0.50: 0.4286 crib_rec_0.50: 1.0000 cube_rec_0.50: 0.0000 cup_rec_0.50: 0.0000 curtain_rec_0.50: 0.2169 cushion_rec_0.50: 0.2549 decoration_rec_0.50: 0.1143 desk_rec_0.50: 0.7159 device_rec_0.50: 0.0000 dish rack_rec_0.50: 0.2000 dishwasher_rec_0.50: 0.0000 dispenser_rec_0.50: 0.5000 door_rec_0.50: 0.1761 doorframe_rec_0.50: 0.3363 doorway_rec_0.50: 0.0000 drawer_rec_0.50: 0.4444 dresser_rec_0.50: 0.8333 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.3000 fan_rec_0.50: 0.0000 faucet_rec_0.50: 0.0000 fence_rec_0.50: 0.0000 file_rec_0.50: 0.2059 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.1071 flowerpot_rec_0.50: 0.1176 folder_rec_0.50: 0.1429 food_rec_0.50: 0.0000 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.0612 fruit_rec_0.50: 0.1429 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.1667 garbage_rec_0.50: 0.5000 globe_rec_0.50: 0.0000 guitar_rec_0.50: 0.0833 hair dryer_rec_0.50: 0.0000 hamper_rec_0.50: 0.6364 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.1111 headboard_rec_0.50: 0.1250 headphones_rec_0.50: 0.2000 heater_rec_0.50: 0.2931 helmets_rec_0.50: 0.3333 holder_rec_0.50: 0.0000 jacket_rec_0.50: 0.2083 jalousie_rec_0.50: 0.0000 jar_rec_0.50: 0.2308 kettle_rec_0.50: 0.2222 keyboard_rec_0.50: 0.0244 kitchen island_rec_0.50: 0.5714 kitchenware_rec_0.50: 0.0870 ladder_rec_0.50: 0.2941 lamp_rec_0.50: 0.2657 laptop_rec_0.50: 0.1739 letter_rec_0.50: 0.5000 light_rec_0.50: 0.0342 luggage_rec_0.50: 0.3333 machine_rec_0.50: 0.2632 magazine_rec_0.50: 0.2000 mailbox_rec_0.50: 0.0000 mat_rec_0.50: 0.0270 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.4490 mirror_rec_0.50: 0.0939 monitor_rec_0.50: 0.2938 mop_rec_0.50: 0.0000 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.3333 notebook_rec_0.50: 0.0769 ottoman_rec_0.50: 0.6944 oven_rec_0.50: 0.1071 pack_rec_0.50: 0.2000 pan_rec_0.50: 0.0588 paper_rec_0.50: 0.0507 paper cutter_rec_0.50: 0.3333 partition_rec_0.50: 0.0000 person_rec_0.50: 0.1667 piano_rec_0.50: 0.4000 picture_rec_0.50: 0.0627 pillar_rec_0.50: 0.3953 pillow_rec_0.50: 0.2664 pipe_rec_0.50: 0.0000 pitcher_rec_0.50: 0.3333 plant_rec_0.50: 0.2725 plate_rec_0.50: 0.0577 player_rec_0.50: 0.0000 plunger_rec_0.50: 0.0000 pool_rec_0.50: 0.0000 pool table_rec_0.50: 0.3333 poster_rec_0.50: 0.0000 pot_rec_0.50: 0.3704 price tag_rec_0.50: 0.1429 printer_rec_0.50: 0.3469 projector_rec_0.50: 0.0000 purse_rec_0.50: 0.1667 rack_rec_0.50: 0.3077 radiator_rec_0.50: 0.3295 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0156 range hood_rec_0.50: 0.0714 refrigerator_rec_0.50: 0.4600 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.0000 roof_rec_0.50: 0.0417 sack_rec_0.50: 0.1429 scale_rec_0.50: 0.3636 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.3399 shoe_rec_0.50: 0.1121 shower_rec_0.50: 0.1667 sign_rec_0.50: 0.1000 sink_rec_0.50: 0.3750 soap dish_rec_0.50: 0.0667 soap dispenser_rec_0.50: 0.4074 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.1818 stairs_rec_0.50: 0.0694 stall_rec_0.50: 0.1176 stand_rec_0.50: 0.6707 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.2105 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.4958 stopcock_rec_0.50: 0.0000 stove_rec_0.50: 0.1944 structure_rec_0.50: 0.5000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.7354 tablet_rec_0.50: 0.0000 teapot_rec_0.50: 0.1111 telephone_rec_0.50: 0.1000 tissue_rec_0.50: 0.2308 tissue box_rec_0.50: 0.1250 toaster_rec_0.50: 0.5000 toilet_rec_0.50: 0.7761 toilet paper_rec_0.50: 0.1210 toiletry_rec_0.50: 0.1304 towel_rec_0.50: 0.2041 toy_rec_0.50: 0.1212 tray_rec_0.50: 0.1429 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.3069 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.2857 vanity_rec_0.50: 0.6905 vase_rec_0.50: 0.2200 wardrobe_rec_0.50: 0.4458 washbasin_rec_0.50: 0.0667 washing machine_rec_0.50: 0.6786 water cooler_rec_0.50: 1.0000 water heater_rec_0.50: 1.0000 window_rec_0.50: 0.1152 window frame_rec_0.50: 0.1313 windowsill_rec_0.50: 0.0217 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.1667 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.0000 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.0000 arch_rec_0.50: 0.1000 glove_rec_0.50: 0.0000 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.0769 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.1667 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.1743 data_time: 6.1147 time: 6.5203 2024/02/26 23:53:14 - mmengine - INFO - Epoch(train) [4][ 50/973] lr: 1.0000e-03 eta: 8:40:49 time: 4.0194 data_time: 0.3053 memory: 18915 grad_norm: 0.4095 loss: 1.5303 loss_center: 0.6349 loss_bbox: 0.3563 loss_cls: 0.5391 2024/02/26 23:54:56 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/26 23:56:07 - mmengine - INFO - Epoch(train) [4][100/973] lr: 1.0000e-03 eta: 8:37:31 time: 3.4588 data_time: 0.2942 memory: 16472 grad_norm: 0.4050 loss: 1.5506 loss_center: 0.6574 loss_bbox: 0.3258 loss_cls: 0.5675 2024/02/26 23:59:14 - mmengine - INFO - Epoch(train) [4][150/973] lr: 1.0000e-03 eta: 8:34:55 time: 3.7508 data_time: 0.1106 memory: 16486 grad_norm: 0.3849 loss: 1.6164 loss_center: 0.6815 loss_bbox: 0.3278 loss_cls: 0.6071 2024/02/27 00:02:04 - mmengine - INFO - Epoch(train) [4][200/973] lr: 1.0000e-03 eta: 8:31:29 time: 3.3989 data_time: 0.4220 memory: 17905 grad_norm: 0.3979 loss: 1.5220 loss_center: 0.6212 loss_bbox: 0.3444 loss_cls: 0.5564 2024/02/27 00:04:55 - mmengine - INFO - Epoch(train) [4][250/973] lr: 1.0000e-03 eta: 8:28:08 time: 3.4201 data_time: 0.3806 memory: 15347 grad_norm: 0.3724 loss: 1.4900 loss_center: 0.6307 loss_bbox: 0.3147 loss_cls: 0.5446 2024/02/27 00:07:54 - mmengine - INFO - Epoch(train) [4][300/973] lr: 1.0000e-03 eta: 8:25:06 time: 3.5652 data_time: 1.8192 memory: 16179 grad_norm: 0.3896 loss: 1.4767 loss_center: 0.6491 loss_bbox: 0.2955 loss_cls: 0.5321 2024/02/27 00:10:53 - mmengine - INFO - Epoch(train) [4][350/973] lr: 1.0000e-03 eta: 8:22:07 time: 3.5851 data_time: 0.6173 memory: 15343 grad_norm: 0.3833 loss: 1.5462 loss_center: 0.6491 loss_bbox: 0.3457 loss_cls: 0.5513 2024/02/27 00:13:52 - mmengine - INFO - Epoch(train) [4][400/973] lr: 1.0000e-03 eta: 8:19:07 time: 3.5804 data_time: 0.1250 memory: 17143 grad_norm: 0.4203 loss: 1.5340 loss_center: 0.6572 loss_bbox: 0.3323 loss_cls: 0.5445 2024/02/27 00:16:58 - mmengine - INFO - Epoch(train) [4][450/973] lr: 1.0000e-03 eta: 8:16:25 time: 3.7183 data_time: 0.2708 memory: 21935 grad_norm: 0.3923 loss: 1.5376 loss_center: 0.6470 loss_bbox: 0.3347 loss_cls: 0.5559 2024/02/27 00:19:58 - mmengine - INFO - Epoch(train) [4][500/973] lr: 1.0000e-03 eta: 8:13:27 time: 3.6016 data_time: 0.2833 memory: 16731 grad_norm: 0.3643 loss: 1.5577 loss_center: 0.6590 loss_bbox: 0.3479 loss_cls: 0.5508 2024/02/27 00:22:48 - mmengine - INFO - Epoch(train) [4][550/973] lr: 1.0000e-03 eta: 8:10:06 time: 3.4004 data_time: 0.7927 memory: 18367 grad_norm: 0.3869 loss: 1.5217 loss_center: 0.6580 loss_bbox: 0.3077 loss_cls: 0.5560 2024/02/27 00:25:47 - mmengine - INFO - Epoch(train) [4][600/973] lr: 1.0000e-03 eta: 8:07:08 time: 3.5876 data_time: 0.1093 memory: 18264 grad_norm: 0.3805 loss: 1.4961 loss_center: 0.6437 loss_bbox: 0.3175 loss_cls: 0.5349 2024/02/27 00:28:49 - mmengine - INFO - Epoch(train) [4][650/973] lr: 1.0000e-03 eta: 8:04:15 time: 3.6434 data_time: 0.4914 memory: 17497 grad_norm: 0.3823 loss: 1.5024 loss_center: 0.6480 loss_bbox: 0.3170 loss_cls: 0.5373 2024/02/27 00:31:47 - mmengine - INFO - Epoch(train) [4][700/973] lr: 1.0000e-03 eta: 8:01:13 time: 3.5598 data_time: 0.2785 memory: 20052 grad_norm: 0.3749 loss: 1.5869 loss_center: 0.6668 loss_bbox: 0.3361 loss_cls: 0.5840 2024/02/27 00:34:46 - mmengine - INFO - Epoch(train) [4][750/973] lr: 1.0000e-03 eta: 7:58:13 time: 3.5746 data_time: 0.8022 memory: 17424 grad_norm: 0.4234 loss: 1.5082 loss_center: 0.6327 loss_bbox: 0.3377 loss_cls: 0.5378 2024/02/27 00:37:41 - mmengine - INFO - Epoch(train) [4][800/973] lr: 1.0000e-03 eta: 7:55:04 time: 3.4871 data_time: 0.1005 memory: 16203 grad_norm: 0.3791 loss: 1.4607 loss_center: 0.6178 loss_bbox: 0.3300 loss_cls: 0.5128 2024/02/27 00:40:26 - mmengine - INFO - Epoch(train) [4][850/973] lr: 1.0000e-03 eta: 7:51:37 time: 3.3184 data_time: 0.8495 memory: 18127 grad_norm: 0.4272 loss: 1.5273 loss_center: 0.6494 loss_bbox: 0.3326 loss_cls: 0.5454 2024/02/27 00:43:37 - mmengine - INFO - Epoch(train) [4][900/973] lr: 1.0000e-03 eta: 7:49:02 time: 3.8152 data_time: 1.0451 memory: 17405 grad_norm: 0.3761 loss: 1.5415 loss_center: 0.6705 loss_bbox: 0.3040 loss_cls: 0.5671 2024/02/27 00:46:18 - mmengine - INFO - Epoch(train) [4][950/973] lr: 1.0000e-03 eta: 7:45:27 time: 3.2236 data_time: 0.4899 memory: 15825 grad_norm: 0.3586 loss: 1.5001 loss_center: 0.6497 loss_bbox: 0.3099 loss_cls: 0.5404 2024/02/27 00:47:49 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 00:47:49 - mmengine - INFO - Saving checkpoint at 4 epochs 2024/02/27 00:50:08 - mmengine - INFO - Epoch(val) [4][ 50/103] eta: 0:02:19 time: 2.6235 data_time: 2.2413 memory: 13925 2024/02/27 00:58:29 - mmengine - INFO - Epoch(val) [4][100/103] eta: 0:00:18 time: 10.0179 data_time: 9.6304 memory: 4439 2024/02/27 01:04:54 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.2364 | 0.4000 | 0.0095 | 0.2000 | | arch | 0.0095 | 0.4333 | 0.0030 | 0.1667 | | backpack | 0.3857 | 0.8548 | 0.1780 | 0.5806 | | bag | 0.0557 | 0.7640 | 0.0197 | 0.3371 | | ball | 0.0901 | 0.6667 | 0.0832 | 0.4762 | | bar | 0.0027 | 0.1333 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0034 | 0.4118 | 0.0027 | 0.2353 | | basket | 0.0886 | 0.7652 | 0.0555 | 0.4609 | | bathtub | 0.8182 | 0.8615 | 0.6937 | 0.7692 | | beam | 0.0001 | 0.0909 | 0.0000 | 0.0455 | | bed | 0.8242 | 0.9408 | 0.4141 | 0.5917 | | bench | 0.3506 | 0.8113 | 0.1492 | 0.4340 | | bicycle | 0.0045 | 0.6667 | 0.0002 | 0.1667 | | bidet | 0.3846 | 0.6667 | 0.3333 | 0.3333 | | bin | 0.5406 | 0.9065 | 0.3586 | 0.6912 | | blackboard | 0.1288 | 0.7821 | 0.0012 | 0.1410 | | blanket | 0.2055 | 0.8000 | 0.0149 | 0.1600 | | blinds | 0.0199 | 0.5200 | 0.0006 | 0.1400 | | board | 0.0530 | 0.6452 | 0.0016 | 0.2097 | | body loofah | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | book | 0.1752 | 0.4881 | 0.0253 | 0.1273 | | bottle | 0.0122 | 0.2674 | 0.0005 | 0.0641 | | bowl | 0.0685 | 0.4203 | 0.0483 | 0.1739 | | box | 0.1249 | 0.6184 | 0.0437 | 0.2882 | | bread | 0.0378 | 0.4000 | 0.0000 | 0.0000 | | broom | 0.0003 | 0.0714 | 0.0000 | 0.0000 | | brush | 0.0788 | 0.4286 | 0.0017 | 0.1429 | | bucket | 0.0576 | 0.8205 | 0.0321 | 0.5897 | | cabinet | 0.1991 | 0.8500 | 0.0908 | 0.4972 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0060 | 0.3889 | 0.0004 | 0.1111 | | carpet | 0.0008 | 0.1071 | 0.0002 | 0.0119 | | case | 0.0453 | 0.4407 | 0.0196 | 0.1582 | | chair | 0.8142 | 0.9256 | 0.6762 | 0.8002 | | chandelier | 0.0560 | 0.6190 | 0.0000 | 0.0000 | | clock | 0.0289 | 0.2979 | 0.0052 | 0.0638 | | clothes | 0.1237 | 0.7166 | 0.0187 | 0.2739 | | clothes dryer | 0.0458 | 0.9333 | 0.0331 | 0.4667 | | coat hanger | 0.0196 | 1.0000 | 0.0196 | 1.0000 | | coffee maker | 0.1595 | 0.8621 | 0.0098 | 0.3448 | | column | 0.0491 | 0.3421 | 0.0050 | 0.1579 | | commode | 0.1734 | 0.9615 | 0.1522 | 0.7885 | | computer | 0.1607 | 0.7966 | 0.0265 | 0.3390 | | conducting wire | 0.0022 | 0.3333 | 0.0022 | 0.3333 | | container | 0.0046 | 0.6441 | 0.0006 | 0.3220 | | copier | 0.3370 | 0.9167 | 0.2461 | 0.7500 | | couch | 0.5791 | 0.9050 | 0.3673 | 0.7025 | | counter | 0.0570 | 0.4862 | 0.0087 | 0.0917 | | countertop | 0.0131 | 0.2857 | 0.0007 | 0.0714 | | crate | 0.0201 | 0.8571 | 0.0018 | 0.7143 | | crib | 0.0186 | 1.0000 | 0.0186 | 1.0000 | | cup | 0.0051 | 0.1695 | 0.0001 | 0.0169 | | curtain | 0.2186 | 0.8313 | 0.0106 | 0.2530 | | cushion | 0.0424 | 0.7451 | 0.0220 | 0.3137 | | decoration | 0.0085 | 0.4000 | 0.0021 | 0.0929 | | desk | 0.4192 | 0.9261 | 0.2569 | 0.6648 | | device | 0.0120 | 0.6364 | 0.0070 | 0.0909 | | dish rack | 0.1012 | 0.6000 | 0.1000 | 0.2000 | | dishwasher | 0.0029 | 0.7000 | 0.0004 | 0.2000 | | dispenser | 0.4218 | 0.8636 | 0.2690 | 0.3864 | | door | 0.2081 | 0.7783 | 0.0131 | 0.2167 | | doorframe | 0.3450 | 0.8820 | 0.0656 | 0.3715 | | doorway | 0.0001 | 0.3333 | 0.0000 | 0.0000 | | drawer | 0.0030 | 0.7778 | 0.0016 | 0.5000 | | dresser | 0.1613 | 0.9444 | 0.1276 | 0.7963 | | dumbbell | 0.0009 | 0.3333 | 0.0000 | 0.0000 | | fan | 0.2265 | 0.7656 | 0.0020 | 0.0781 | | faucet | 0.0196 | 0.2128 | 0.0000 | 0.0000 | | file | 0.0292 | 0.5000 | 0.0032 | 0.2059 | | fire extinguisher | 0.0008 | 0.4000 | 0.0005 | 0.2000 | | fireplace | 0.0409 | 0.7143 | 0.0032 | 0.0714 | | flowerpot | 0.0081 | 0.4902 | 0.0007 | 0.1961 | | flush | 0.0032 | 0.5000 | 0.0000 | 0.0000 | | folder | 0.0023 | 0.6429 | 0.0004 | 0.0714 | | food | 0.0019 | 0.1818 | 0.0017 | 0.0909 | | frame | 0.0014 | 0.2449 | 0.0000 | 0.0816 | | fruit | 0.0792 | 0.5000 | 0.0758 | 0.2143 | | furniture | 0.0006 | 0.5000 | 0.0001 | 0.3333 | | garbage | 0.0505 | 1.0000 | 0.0173 | 0.7500 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0028 | 0.6667 | 0.0017 | 0.3333 | | grab bar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | guitar | 0.0277 | 0.4167 | 0.0003 | 0.0833 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hamper | 0.1543 | 1.0000 | 0.1534 | 0.9091 | | hanger | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hat | 0.0005 | 0.3333 | 0.0002 | 0.1111 | | headphones | 0.0020 | 0.4000 | 0.0000 | 0.0000 | | heater | 0.1980 | 0.8621 | 0.0259 | 0.3793 | | helmets | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.0078 | 0.4444 | 0.0013 | 0.1111 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.2186 | 0.8750 | 0.0028 | 0.1250 | | jalousie | 0.0057 | 0.5000 | 0.0016 | 0.5000 | | jar | 0.0024 | 0.6154 | 0.0008 | 0.2308 | | kettle | 0.0275 | 0.6111 | 0.0064 | 0.3889 | | keyboard | 0.0854 | 0.1707 | 0.0000 | 0.0000 | | kitchenware | 0.0316 | 0.5217 | 0.0003 | 0.0652 | | ladder | 0.0520 | 0.5294 | 0.0325 | 0.1765 | | lamp | 0.3753 | 0.6478 | 0.1219 | 0.3045 | | ledge | 0.0033 | 0.1667 | 0.0000 | 0.0000 | | light | 0.0124 | 0.1944 | 0.0005 | 0.0278 | | machine | 0.1031 | 0.9474 | 0.0577 | 0.2632 | | magazine | 0.0020 | 0.2000 | 0.0017 | 0.2000 | | mailbox | 0.0596 | 0.8000 | 0.0000 | 0.0000 | | mat | 0.0001 | 0.0811 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.1903 | 0.8163 | 0.1054 | 0.5306 | | mirror | 0.1139 | 0.6630 | 0.0044 | 0.1105 | | monitor | 0.5960 | 0.8588 | 0.1077 | 0.4237 | | mop | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ottoman | 0.1401 | 0.8611 | 0.1161 | 0.6944 | | oven | 0.1315 | 0.6429 | 0.0258 | 0.1786 | | pack | 0.0263 | 0.7333 | 0.0018 | 0.1333 | | pan | 0.0173 | 0.4118 | 0.0001 | 0.1765 | | paper | 0.0074 | 0.1254 | 0.0009 | 0.0299 | | paper cutter | 0.0548 | 0.6667 | 0.0020 | 0.1667 | | partition | 0.0001 | 0.5000 | 0.0000 | 0.0000 | | piano | 0.0293 | 0.8000 | 0.0013 | 0.2000 | | picture | 0.0916 | 0.3438 | 0.0039 | 0.0551 | | pillar | 0.2132 | 0.7209 | 0.0763 | 0.3953 | | pillow | 0.4769 | 0.8731 | 0.0831 | 0.3445 | | pipe | 0.0008 | 0.2692 | 0.0000 | 0.0385 | | pitcher | 0.0042 | 0.6667 | 0.0022 | 0.3333 | | plant | 0.2154 | 0.7667 | 0.0296 | 0.2841 | | plate | 0.0127 | 0.3654 | 0.0022 | 0.1154 | | player | 0.0005 | 0.2500 | 0.0004 | 0.2500 | | plug | 0.0005 | 0.0526 | 0.0000 | 0.0000 | | plunger | 0.0786 | 0.8000 | 0.0000 | 0.0000 | | poster | 0.0496 | 0.1364 | 0.0001 | 0.0152 | | pot | 0.0078 | 0.6296 | 0.0044 | 0.2593 | | price tag | 0.0011 | 0.5714 | 0.0000 | 0.1429 | | printer | 0.3310 | 0.8776 | 0.1523 | 0.6939 | | purse | 0.0002 | 0.3333 | 0.0000 | 0.1667 | | rack | 0.0116 | 0.6731 | 0.0051 | 0.3462 | | radiator | 0.2977 | 0.8182 | 0.0570 | 0.3523 | | rail | 0.0102 | 0.4688 | 0.0003 | 0.0469 | | range hood | 0.0275 | 0.4286 | 0.0026 | 0.1429 | | refrigerator | 0.2310 | 0.9000 | 0.1187 | 0.6600 | | remote control | 0.0003 | 0.0714 | 0.0000 | 0.0000 | | roll | 0.0908 | 0.3000 | 0.0000 | 0.0000 | | roof | 0.0435 | 0.3750 | 0.0417 | 0.0833 | | scale | 0.2506 | 0.4545 | 0.1399 | 0.3636 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shelf | 0.3318 | 0.7752 | 0.0911 | 0.3633 | | shoe | 0.0496 | 0.4019 | 0.0052 | 0.1121 | | shower | 0.0113 | 0.3333 | 0.0057 | 0.1333 | | sign | 0.0027 | 0.2000 | 0.0003 | 0.1000 | | sink | 0.5624 | 0.8833 | 0.2284 | 0.4292 | | soap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | soap dish | 0.0454 | 0.5333 | 0.0044 | 0.0667 | | soap dispenser | 0.5361 | 0.8889 | 0.2890 | 0.5185 | | socket | 0.0001 | 0.0092 | 0.0000 | 0.0000 | | speaker | 0.0019 | 0.4545 | 0.0014 | 0.3182 | | stairs | 0.0585 | 0.4583 | 0.0105 | 0.1111 | | stall | 0.2283 | 0.9412 | 0.0720 | 0.1765 | | stand | 0.4647 | 0.9024 | 0.4002 | 0.7256 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stool | 0.2270 | 0.8403 | 0.1491 | 0.6050 | | stopcock | 0.0410 | 0.1481 | 0.0000 | 0.0000 | | stove | 0.2002 | 0.8056 | 0.1121 | 0.3056 | | structure | 0.0001 | 0.5000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | switch | 0.0000 | 0.0065 | 0.0000 | 0.0000 | | table | 0.5100 | 0.8803 | 0.4104 | 0.7417 | | teapot | 0.0052 | 0.7778 | 0.0001 | 0.1111 | | telephone | 0.0602 | 0.4167 | 0.0031 | 0.0667 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tissue | 0.0042 | 0.4615 | 0.0026 | 0.2308 | | tissue box | 0.0060 | 0.5625 | 0.0004 | 0.1875 | | toaster | 0.0076 | 0.7000 | 0.0020 | 0.4000 | | toilet | 0.8295 | 0.8806 | 0.6977 | 0.7761 | | toilet paper | 0.1357 | 0.6371 | 0.0149 | 0.1613 | | toiletry | 0.0013 | 0.3478 | 0.0000 | 0.0435 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.1916 | 0.6633 | 0.0374 | 0.2415 | | toy | 0.0037 | 0.4697 | 0.0002 | 0.1364 | | tray | 0.0011 | 0.5714 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tv | 0.2667 | 0.7525 | 0.0846 | 0.3465 | | umbrella | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.0794 | 0.8571 | 0.0655 | 0.2857 | | vanity | 0.4369 | 0.9286 | 0.3604 | 0.7619 | | vase | 0.0406 | 0.4800 | 0.0292 | 0.2200 | | vent | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wardrobe | 0.1367 | 0.8434 | 0.0430 | 0.4217 | | washbasin | 0.0064 | 0.4000 | 0.0060 | 0.2667 | | washing machine | 0.2277 | 0.9643 | 0.1591 | 0.7143 | | water cooler | 0.1678 | 1.0000 | 0.1678 | 1.0000 | | water heater | 0.5021 | 1.0000 | 0.0000 | 0.0000 | | window | 0.1329 | 0.6803 | 0.0072 | 0.1303 | | window frame | 0.0313 | 0.5960 | 0.0028 | 0.1818 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | balcony | 0.0003 | 0.5000 | 0.0000 | 0.0000 | | banister | 0.0012 | 0.4000 | 0.0000 | 0.0000 | | beanbag | 0.4617 | 1.0000 | 0.4617 | 1.0000 | | cart | 0.0273 | 0.7500 | 0.0253 | 0.5000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | footstool | 0.0357 | 0.5000 | 0.0357 | 0.5000 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | kitchen island | 0.5157 | 0.8571 | 0.5148 | 0.7143 | | map | 0.0021 | 0.5000 | 0.0000 | 0.0000 | | person | 0.0022 | 0.3333 | 0.0000 | 0.0000 | | sack | 0.0482 | 0.7143 | 0.0196 | 0.4286 | | statue | 0.0108 | 0.4737 | 0.0078 | 0.2105 | | alarm | 0.0001 | 0.1250 | 0.0000 | 0.0000 | | pool | 0.0053 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candlestick | 0.0203 | 1.0000 | 0.0074 | 0.3333 | | car | 0.0147 | 0.4286 | 0.0000 | 0.0000 | | excercise equipment | 0.0474 | 0.8000 | 0.0053 | 0.2500 | | fence | 0.0008 | 0.1667 | 0.0000 | 0.0000 | | garage door | 0.0048 | 0.5000 | 0.0001 | 0.1667 | | globe | 0.0057 | 1.0000 | 0.0000 | 0.0000 | | headboard | 0.1063 | 0.6250 | 0.0000 | 0.0000 | | laptop | 0.1100 | 0.4783 | 0.0002 | 0.0435 | | luggage | 0.0240 | 1.0000 | 0.0228 | 0.6667 | | molding | 0.0009 | 1.0000 | 0.0000 | 0.0000 | | pool table | 0.1667 | 0.3333 | 0.1667 | 0.3333 | | rod | 0.0015 | 0.0500 | 0.0000 | 0.0000 | | screen | 0.0001 | 0.4000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sunglasses | 0.0131 | 0.6154 | 0.0000 | 0.0769 | | windowsill | 0.0286 | 0.5652 | 0.0006 | 0.1087 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cube | 0.0476 | 1.0000 | 0.0476 | 1.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.5000 | 0.5000 | 0.0000 | 0.0000 | | projector | 0.0019 | 0.5000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0992 | 0.3333 | 0.0000 | 0.0000 | | menu | 0.0240 | 0.4286 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tablet | 0.0019 | 0.5000 | 0.0005 | 0.2500 | | can | 0.0045 | 0.1667 | 0.0009 | 0.0833 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0322 | 0.6667 | 0.0000 | 0.0000 | | radio | 0.0002 | 0.2500 | 0.0000 | 0.0000 | | salt | 0.0833 | 1.0000 | 0.0000 | 0.0000 | | tool | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.7188 | 1.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0944 | 0.4724 | 0.0433 | 0.2004 | +---------------------+---------+---------+---------+---------+ 2024/02/27 01:04:54 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8142 | 0.9256 | 0.6762 | 0.8002 | | picture | 0.0916 | 0.3438 | 0.0039 | 0.0551 | | door | 0.2081 | 0.7783 | 0.0131 | 0.2167 | | pillow | 0.4769 | 0.8731 | 0.0831 | 0.3445 | | cabinet | 0.1991 | 0.8500 | 0.0908 | 0.4972 | | table | 0.5100 | 0.8803 | 0.4104 | 0.7417 | | book | 0.1752 | 0.4881 | 0.0253 | 0.1273 | | window | 0.1329 | 0.6803 | 0.0072 | 0.1303 | | box | 0.1249 | 0.6184 | 0.0437 | 0.2882 | | doorframe | 0.3450 | 0.8820 | 0.0656 | 0.3715 | | shelf | 0.3318 | 0.7752 | 0.0911 | 0.3633 | | light | 0.0124 | 0.1944 | 0.0005 | 0.0278 | | plant | 0.2154 | 0.7667 | 0.0296 | 0.2841 | | paper | 0.0074 | 0.1254 | 0.0009 | 0.0299 | | bin | 0.5406 | 0.9065 | 0.3586 | 0.6912 | | curtain | 0.2186 | 0.8313 | 0.0106 | 0.2530 | | bottle | 0.0122 | 0.2674 | 0.0005 | 0.0641 | | lamp | 0.3753 | 0.6478 | 0.1219 | 0.3045 | | couch | 0.5791 | 0.9050 | 0.3673 | 0.7025 | | towel | 0.1916 | 0.6633 | 0.0374 | 0.2415 | | sink | 0.5624 | 0.8833 | 0.2284 | 0.4292 | | socket | 0.0001 | 0.0092 | 0.0000 | 0.0000 | | clothes | 0.1237 | 0.7166 | 0.0187 | 0.2739 | | desk | 0.4192 | 0.9261 | 0.2569 | 0.6648 | | stand | 0.4647 | 0.9024 | 0.4002 | 0.7256 | | monitor | 0.5960 | 0.8588 | 0.1077 | 0.4237 | | stool | 0.2270 | 0.8403 | 0.1491 | 0.6050 | | mirror | 0.1139 | 0.6630 | 0.0044 | 0.1105 | | case | 0.0453 | 0.4407 | 0.0196 | 0.1582 | | decoration | 0.0085 | 0.4000 | 0.0021 | 0.0929 | | bag | 0.0557 | 0.7640 | 0.0197 | 0.3371 | | bed | 0.8242 | 0.9408 | 0.4141 | 0.5917 | | cup | 0.0051 | 0.1695 | 0.0001 | 0.0169 | | switch | 0.0000 | 0.0065 | 0.0000 | 0.0000 | | shoe | 0.0496 | 0.4019 | 0.0052 | 0.1121 | | toilet | 0.8295 | 0.8806 | 0.6977 | 0.7761 | | counter | 0.0570 | 0.4862 | 0.0087 | 0.0917 | | tv | 0.2667 | 0.7525 | 0.0846 | 0.3465 | | backpack | 0.3857 | 0.8548 | 0.1780 | 0.5806 | | carpet | 0.0008 | 0.1071 | 0.0002 | 0.0119 | | basket | 0.0886 | 0.7652 | 0.0555 | 0.4609 | | cushion | 0.0424 | 0.7451 | 0.0220 | 0.3137 | | window frame | 0.0313 | 0.5960 | 0.0028 | 0.1818 | | rail | 0.0102 | 0.4688 | 0.0003 | 0.0469 | | blanket | 0.2055 | 0.8000 | 0.0149 | 0.1600 | | blackboard | 0.1288 | 0.7821 | 0.0012 | 0.1410 | | radiator | 0.2977 | 0.8182 | 0.0570 | 0.3523 | | toilet paper | 0.1357 | 0.6371 | 0.0149 | 0.1613 | | bench | 0.3506 | 0.8113 | 0.1492 | 0.4340 | | keyboard | 0.0854 | 0.1707 | 0.0000 | 0.0000 | | board | 0.0530 | 0.6452 | 0.0016 | 0.2097 | | stairs | 0.0585 | 0.4583 | 0.0105 | 0.1111 | | plate | 0.0127 | 0.3654 | 0.0022 | 0.1154 | | refrigerator | 0.2310 | 0.9000 | 0.1187 | 0.6600 | | frame | 0.0014 | 0.2449 | 0.0000 | 0.0816 | | wardrobe | 0.1367 | 0.8434 | 0.0430 | 0.4217 | | telephone | 0.0602 | 0.4167 | 0.0031 | 0.0667 | | vase | 0.0406 | 0.4800 | 0.0292 | 0.2200 | | heater | 0.1980 | 0.8621 | 0.0259 | 0.3793 | | computer | 0.1607 | 0.7966 | 0.0265 | 0.3390 | | windowsill | 0.0286 | 0.5652 | 0.0006 | 0.1087 | | bathtub | 0.8182 | 0.8615 | 0.6937 | 0.7692 | | ottoman | 0.1401 | 0.8611 | 0.1161 | 0.6944 | | toy | 0.0037 | 0.4697 | 0.0002 | 0.1364 | | column | 0.0491 | 0.3421 | 0.0050 | 0.1579 | | rack | 0.0116 | 0.6731 | 0.0051 | 0.3462 | | clock | 0.0289 | 0.2979 | 0.0052 | 0.0638 | | dresser | 0.1613 | 0.9444 | 0.1276 | 0.7963 | | faucet | 0.0196 | 0.2128 | 0.0000 | 0.0000 | | commode | 0.1734 | 0.9615 | 0.1522 | 0.7885 | | flowerpot | 0.0081 | 0.4902 | 0.0007 | 0.1961 | | bucket | 0.0576 | 0.8205 | 0.0321 | 0.5897 | | kitchenware | 0.0316 | 0.5217 | 0.0003 | 0.0652 | | bowl | 0.0685 | 0.4203 | 0.0483 | 0.1739 | | dispenser | 0.4218 | 0.8636 | 0.2690 | 0.3864 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.1903 | 0.8163 | 0.1054 | 0.5306 | | container | 0.0046 | 0.6441 | 0.0006 | 0.3220 | | stove | 0.2002 | 0.8056 | 0.1121 | 0.3056 | | fan | 0.2265 | 0.7656 | 0.0020 | 0.0781 | | pot | 0.0078 | 0.6296 | 0.0044 | 0.2593 | | blinds | 0.0199 | 0.5200 | 0.0006 | 0.1400 | | shower | 0.0113 | 0.3333 | 0.0057 | 0.1333 | | mat | 0.0001 | 0.0811 | 0.0000 | 0.0000 | | laptop | 0.1100 | 0.4783 | 0.0002 | 0.0435 | | remote control | 0.0003 | 0.0714 | 0.0000 | 0.0000 | | washing machine | 0.2277 | 0.9643 | 0.1591 | 0.7143 | | tissue box | 0.0060 | 0.5625 | 0.0004 | 0.1875 | | pillar | 0.2132 | 0.7209 | 0.0763 | 0.3953 | | printer | 0.3310 | 0.8776 | 0.1523 | 0.6939 | +-----------------+---------+---------+---------+---------+ | Overall | 0.1833 | 0.6177 | 0.0854 | 0.2980 | +-----------------+---------+---------+---------+---------+ 2024/02/27 01:04:54 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.0496 | 0.1364 | 0.0001 | 0.0152 | | oven | 0.1315 | 0.6429 | 0.0258 | 0.1786 | | fireplace | 0.0409 | 0.7143 | 0.0032 | 0.0714 | | roof | 0.0435 | 0.3750 | 0.0417 | 0.0833 | | washbasin | 0.0064 | 0.4000 | 0.0060 | 0.2667 | | statue | 0.0108 | 0.4737 | 0.0078 | 0.2105 | | jacket | 0.2186 | 0.8750 | 0.0028 | 0.1250 | | pipe | 0.0008 | 0.2692 | 0.0000 | 0.0385 | | drawer | 0.0030 | 0.7778 | 0.0016 | 0.5000 | | sign | 0.0027 | 0.2000 | 0.0003 | 0.1000 | | countertop | 0.0131 | 0.2857 | 0.0007 | 0.0714 | | vanity | 0.4369 | 0.9286 | 0.3604 | 0.7619 | | soap dispenser | 0.5361 | 0.8889 | 0.2890 | 0.5185 | | vent | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | clothes dryer | 0.0458 | 0.9333 | 0.0331 | 0.4667 | | rod | 0.0015 | 0.0500 | 0.0000 | 0.0000 | | stopcock | 0.0410 | 0.1481 | 0.0000 | 0.0000 | | speaker | 0.0019 | 0.4545 | 0.0014 | 0.3182 | | bar | 0.0027 | 0.1333 | 0.0000 | 0.0000 | | jar | 0.0024 | 0.6154 | 0.0008 | 0.2308 | | tissue | 0.0042 | 0.4615 | 0.0026 | 0.2308 | | candle | 0.0060 | 0.3889 | 0.0004 | 0.1111 | | coffee maker | 0.1595 | 0.8621 | 0.0098 | 0.3448 | | beam | 0.0001 | 0.0909 | 0.0000 | 0.0455 | | range hood | 0.0275 | 0.4286 | 0.0026 | 0.1429 | | kettle | 0.0275 | 0.6111 | 0.0064 | 0.3889 | | file | 0.0292 | 0.5000 | 0.0032 | 0.2059 | | plug | 0.0005 | 0.0526 | 0.0000 | 0.0000 | | alarm | 0.0001 | 0.1250 | 0.0000 | 0.0000 | | bicycle | 0.0045 | 0.6667 | 0.0002 | 0.1667 | | purse | 0.0002 | 0.3333 | 0.0000 | 0.1667 | | toiletry | 0.0013 | 0.3478 | 0.0000 | 0.0435 | | brush | 0.0788 | 0.4286 | 0.0017 | 0.1429 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.0901 | 0.6667 | 0.0832 | 0.4762 | | soap dish | 0.0454 | 0.5333 | 0.0044 | 0.0667 | | basin | 0.0034 | 0.4118 | 0.0027 | 0.2353 | | dumbbell | 0.0009 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.2283 | 0.9412 | 0.0720 | 0.1765 | | hanger | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | chandelier | 0.0560 | 0.6190 | 0.0000 | 0.0000 | | copier | 0.3370 | 0.9167 | 0.2461 | 0.7500 | | hamper | 0.1543 | 1.0000 | 0.1534 | 0.9091 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0029 | 0.7000 | 0.0004 | 0.2000 | | pan | 0.0173 | 0.4118 | 0.0001 | 0.1765 | | teapot | 0.0052 | 0.7778 | 0.0001 | 0.1111 | | vacuum cleaner | 0.0794 | 0.8571 | 0.0655 | 0.2857 | | hat | 0.0005 | 0.3333 | 0.0002 | 0.1111 | | folder | 0.0023 | 0.6429 | 0.0004 | 0.0714 | | fire extinguisher | 0.0008 | 0.4000 | 0.0005 | 0.2000 | | air conditioner | 0.2364 | 0.4000 | 0.0095 | 0.2000 | | piano | 0.0293 | 0.8000 | 0.0013 | 0.2000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0520 | 0.5294 | 0.0325 | 0.1765 | | scale | 0.2506 | 0.4545 | 0.1399 | 0.3636 | | tray | 0.0011 | 0.5714 | 0.0000 | 0.0000 | | ledge | 0.0033 | 0.1667 | 0.0000 | 0.0000 | | pack | 0.0263 | 0.7333 | 0.0018 | 0.1333 | | machine | 0.1031 | 0.9474 | 0.0577 | 0.2632 | | guitar | 0.0277 | 0.4167 | 0.0003 | 0.0833 | | doorway | 0.0001 | 0.3333 | 0.0000 | 0.0000 | | food | 0.0019 | 0.1818 | 0.0017 | 0.0909 | | excercise equipment | 0.0474 | 0.8000 | 0.0053 | 0.2500 | | furniture | 0.0006 | 0.5000 | 0.0001 | 0.3333 | | sack | 0.0482 | 0.7143 | 0.0196 | 0.4286 | | crate | 0.0201 | 0.8571 | 0.0018 | 0.7143 | | person | 0.0022 | 0.3333 | 0.0000 | 0.0000 | | footstool | 0.0357 | 0.5000 | 0.0357 | 0.5000 | | conducting wire | 0.0022 | 0.3333 | 0.0022 | 0.3333 | | arch | 0.0095 | 0.4333 | 0.0030 | 0.1667 | | cart | 0.0273 | 0.7500 | 0.0253 | 0.5000 | | paper cutter | 0.0548 | 0.6667 | 0.0020 | 0.1667 | | roll | 0.0908 | 0.3000 | 0.0000 | 0.0000 | | garbage | 0.0505 | 1.0000 | 0.0173 | 0.7500 | | screen | 0.0001 | 0.4000 | 0.0000 | 0.0000 | | fruit | 0.0792 | 0.5000 | 0.0758 | 0.2143 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0009 | 1.0000 | 0.0000 | 0.0000 | | soap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beanbag | 0.4617 | 1.0000 | 0.4617 | 1.0000 | | umbrella | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | fence | 0.0008 | 0.1667 | 0.0000 | 0.0000 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.1063 | 0.6250 | 0.0000 | 0.0000 | | dish rack | 0.1012 | 0.6000 | 0.1000 | 0.2000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.0078 | 0.4444 | 0.0013 | 0.1111 | | sunglasses | 0.0131 | 0.6154 | 0.0000 | 0.0769 | | headphones | 0.0020 | 0.4000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0527 | 0.4654 | 0.0264 | 0.1845 | +---------------------+---------+---------+---------+---------+ 2024/02/27 01:04:54 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0596 | 0.8000 | 0.0000 | 0.0000 | | toaster | 0.0076 | 0.7000 | 0.0020 | 0.4000 | | water cooler | 0.1678 | 1.0000 | 0.1678 | 1.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0003 | 0.0714 | 0.0000 | 0.0000 | | device | 0.0120 | 0.6364 | 0.0070 | 0.0909 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.0786 | 0.8000 | 0.0000 | 0.0000 | | kitchen island | 0.5157 | 0.8571 | 0.5148 | 0.7143 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0045 | 0.1667 | 0.0009 | 0.0833 | | tool | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | partition | 0.0001 | 0.5000 | 0.0000 | 0.0000 | | banister | 0.0012 | 0.4000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0042 | 0.6667 | 0.0022 | 0.3333 | | menu | 0.0240 | 0.4286 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0011 | 0.5714 | 0.0000 | 0.1429 | | projector | 0.0019 | 0.5000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0240 | 1.0000 | 0.0228 | 0.6667 | | cube | 0.0476 | 1.0000 | 0.0476 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | helmets | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | balcony | 0.0003 | 0.5000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.0020 | 0.2000 | 0.0017 | 0.2000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0001 | 0.5000 | 0.0000 | 0.0000 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bidet | 0.3846 | 0.6667 | 0.3333 | 0.3333 | | candlestick | 0.0203 | 1.0000 | 0.0074 | 0.3333 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0322 | 0.6667 | 0.0000 | 0.0000 | | tablet | 0.0019 | 0.5000 | 0.0005 | 0.2500 | | garage door | 0.0048 | 0.5000 | 0.0001 | 0.1667 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0028 | 0.6667 | 0.0017 | 0.3333 | | jalousie | 0.0057 | 0.5000 | 0.0016 | 0.5000 | | mop | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0992 | 0.3333 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0378 | 0.4000 | 0.0000 | 0.0000 | | globe | 0.0057 | 1.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.1667 | 0.3333 | 0.1667 | 0.3333 | | car | 0.0147 | 0.4286 | 0.0000 | 0.0000 | | map | 0.0021 | 0.5000 | 0.0000 | 0.0000 | | radio | 0.0002 | 0.2500 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0032 | 0.5000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0005 | 0.2500 | 0.0004 | 0.2500 | | salt | 0.0833 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.5000 | 0.5000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5021 | 1.0000 | 0.0000 | 0.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0053 | 1.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.0186 | 1.0000 | 0.0186 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.7188 | 1.0000 | 0.0000 | 0.0000 | | coat hanger | 0.0196 | 1.0000 | 0.0196 | 1.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0437 | 0.3207 | 0.0161 | 0.1114 | +----------------+---------+---------+---------+---------+ 2024/02/27 01:04:58 - mmengine - INFO - Epoch(val) [4][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.2364 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3857 bag_AP_0.25: 0.0557 ball_AP_0.25: 0.0901 banister_AP_0.25: 0.0012 bar_AP_0.25: 0.0027 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0034 basket_AP_0.25: 0.0886 bathtub_AP_0.25: 0.8182 beam_AP_0.25: 0.0001 beanbag_AP_0.25: 0.4617 bed_AP_0.25: 0.8242 bench_AP_0.25: 0.3506 bicycle_AP_0.25: 0.0045 bidet_AP_0.25: 0.3846 bin_AP_0.25: 0.5406 blackboard_AP_0.25: 0.1288 blanket_AP_0.25: 0.2055 blinds_AP_0.25: 0.0199 board_AP_0.25: 0.0530 body loofah_AP_0.25: 0.0000 book_AP_0.25: 0.1752 bottle_AP_0.25: 0.0122 bowl_AP_0.25: 0.0685 box_AP_0.25: 0.1249 bread_AP_0.25: 0.0378 broom_AP_0.25: 0.0003 brush_AP_0.25: 0.0788 bucket_AP_0.25: 0.0576 cabinet_AP_0.25: 0.1991 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0045 candle_AP_0.25: 0.0060 candlestick_AP_0.25: 0.0203 car_AP_0.25: 0.0147 carpet_AP_0.25: 0.0008 cart_AP_0.25: 0.0273 case_AP_0.25: 0.0453 chair_AP_0.25: 0.8142 chandelier_AP_0.25: 0.0560 clock_AP_0.25: 0.0289 clothes_AP_0.25: 0.1237 clothes dryer_AP_0.25: 0.0458 coffee maker_AP_0.25: 0.1595 column_AP_0.25: 0.0491 commode_AP_0.25: 0.1734 computer_AP_0.25: 0.1607 conducting wire_AP_0.25: 0.0022 container_AP_0.25: 0.0046 copier_AP_0.25: 0.3370 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.5791 counter_AP_0.25: 0.0570 countertop_AP_0.25: 0.0131 crate_AP_0.25: 0.0201 crib_AP_0.25: 0.0186 cube_AP_0.25: 0.0476 cup_AP_0.25: 0.0051 curtain_AP_0.25: 0.2186 cushion_AP_0.25: 0.0424 decoration_AP_0.25: 0.0085 desk_AP_0.25: 0.4192 device_AP_0.25: 0.0120 dish rack_AP_0.25: 0.1012 dishwasher_AP_0.25: 0.0029 dispenser_AP_0.25: 0.4218 door_AP_0.25: 0.2081 doorframe_AP_0.25: 0.3450 doorway_AP_0.25: 0.0001 drawer_AP_0.25: 0.0030 dresser_AP_0.25: 0.1613 dumbbell_AP_0.25: 0.0009 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.0474 fan_AP_0.25: 0.2265 faucet_AP_0.25: 0.0196 fence_AP_0.25: 0.0008 file_AP_0.25: 0.0292 fire extinguisher_AP_0.25: 0.0008 fireplace_AP_0.25: 0.0409 flowerpot_AP_0.25: 0.0081 folder_AP_0.25: 0.0023 food_AP_0.25: 0.0019 footstool_AP_0.25: 0.0357 frame_AP_0.25: 0.0014 fruit_AP_0.25: 0.0792 furniture_AP_0.25: 0.0006 garage door_AP_0.25: 0.0048 garbage_AP_0.25: 0.0505 globe_AP_0.25: 0.0057 guitar_AP_0.25: 0.0277 hair dryer_AP_0.25: 0.0000 hamper_AP_0.25: 0.1543 hanger_AP_0.25: 0.0000 hat_AP_0.25: 0.0005 headboard_AP_0.25: 0.1063 headphones_AP_0.25: 0.0020 heater_AP_0.25: 0.1980 helmets_AP_0.25: 0.0000 holder_AP_0.25: 0.0078 jacket_AP_0.25: 0.2186 jalousie_AP_0.25: 0.0057 jar_AP_0.25: 0.0024 kettle_AP_0.25: 0.0275 keyboard_AP_0.25: 0.0854 kitchen island_AP_0.25: 0.5157 kitchenware_AP_0.25: 0.0316 ladder_AP_0.25: 0.0520 lamp_AP_0.25: 0.3753 laptop_AP_0.25: 0.1100 letter_AP_0.25: 0.7188 light_AP_0.25: 0.0124 luggage_AP_0.25: 0.0240 machine_AP_0.25: 0.1031 magazine_AP_0.25: 0.0020 mailbox_AP_0.25: 0.0596 mat_AP_0.25: 0.0001 menu_AP_0.25: 0.0240 microwave_AP_0.25: 0.1903 mirror_AP_0.25: 0.1139 monitor_AP_0.25: 0.5960 mop_AP_0.25: 0.0000 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.0322 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.1401 oven_AP_0.25: 0.1315 pack_AP_0.25: 0.0263 pan_AP_0.25: 0.0173 paper_AP_0.25: 0.0074 paper cutter_AP_0.25: 0.0548 partition_AP_0.25: 0.0001 person_AP_0.25: 0.0022 piano_AP_0.25: 0.0293 picture_AP_0.25: 0.0916 pillar_AP_0.25: 0.2132 pillow_AP_0.25: 0.4769 pipe_AP_0.25: 0.0008 pitcher_AP_0.25: 0.0042 plant_AP_0.25: 0.2154 plate_AP_0.25: 0.0127 player_AP_0.25: 0.0005 plunger_AP_0.25: 0.0786 pool_AP_0.25: 0.0053 pool table_AP_0.25: 0.1667 poster_AP_0.25: 0.0496 pot_AP_0.25: 0.0078 price tag_AP_0.25: 0.0011 printer_AP_0.25: 0.3310 projector_AP_0.25: 0.0019 purse_AP_0.25: 0.0002 rack_AP_0.25: 0.0116 radiator_AP_0.25: 0.2977 radio_AP_0.25: 0.0002 rail_AP_0.25: 0.0102 range hood_AP_0.25: 0.0275 refrigerator_AP_0.25: 0.2310 remote control_AP_0.25: 0.0003 roll_AP_0.25: 0.0908 roof_AP_0.25: 0.0435 sack_AP_0.25: 0.0482 scale_AP_0.25: 0.2506 screen_AP_0.25: 0.0001 sheet_AP_0.25: 0.0000 shelf_AP_0.25: 0.3318 shoe_AP_0.25: 0.0496 shower_AP_0.25: 0.0113 sign_AP_0.25: 0.0027 sink_AP_0.25: 0.5624 soap dish_AP_0.25: 0.0454 soap dispenser_AP_0.25: 0.5361 socket_AP_0.25: 0.0001 speaker_AP_0.25: 0.0019 stairs_AP_0.25: 0.0585 stall_AP_0.25: 0.2283 stand_AP_0.25: 0.4647 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0108 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.2270 stopcock_AP_0.25: 0.0410 stove_AP_0.25: 0.2002 structure_AP_0.25: 0.0001 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0000 table_AP_0.25: 0.5100 tablet_AP_0.25: 0.0019 teapot_AP_0.25: 0.0052 telephone_AP_0.25: 0.0602 tissue_AP_0.25: 0.0042 tissue box_AP_0.25: 0.0060 toaster_AP_0.25: 0.0076 toilet_AP_0.25: 0.8295 toilet paper_AP_0.25: 0.1357 toiletry_AP_0.25: 0.0013 towel_AP_0.25: 0.1916 toy_AP_0.25: 0.0037 tray_AP_0.25: 0.0011 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.2667 umbrella_AP_0.25: 0.0001 vacuum cleaner_AP_0.25: 0.0794 vanity_AP_0.25: 0.4369 vase_AP_0.25: 0.0406 wardrobe_AP_0.25: 0.1367 washbasin_AP_0.25: 0.0064 washing machine_AP_0.25: 0.2277 water cooler_AP_0.25: 0.1678 water heater_AP_0.25: 0.5021 window_AP_0.25: 0.1329 window frame_AP_0.25: 0.0313 windowsill_AP_0.25: 0.0286 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0003 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0196 coil_AP_0.25: 0.0992 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.0000 humidifier_AP_0.25: 0.5000 ledge_AP_0.25: 0.0033 salt_AP_0.25: 0.0833 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0000 arch_AP_0.25: 0.0095 glove_AP_0.25: 0.0028 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0000 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0005 vent_AP_0.25: 0.0000 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0021 pad_AP_0.25: 0.0000 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0015 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.0032 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0131 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0000 seasoning_AP_0.25: 0.0000 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0001 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0009 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0000 mAP_0.25: 0.0944 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.4000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8548 bag_rec_0.25: 0.7640 ball_rec_0.25: 0.6667 banister_rec_0.25: 0.4000 bar_rec_0.25: 0.1333 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.4118 basket_rec_0.25: 0.7652 bathtub_rec_0.25: 0.8615 beam_rec_0.25: 0.0909 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9408 bench_rec_0.25: 0.8113 bicycle_rec_0.25: 0.6667 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.9065 blackboard_rec_0.25: 0.7821 blanket_rec_0.25: 0.8000 blinds_rec_0.25: 0.5200 board_rec_0.25: 0.6452 body loofah_rec_0.25: 0.0000 book_rec_0.25: 0.4881 bottle_rec_0.25: 0.2674 bowl_rec_0.25: 0.4203 box_rec_0.25: 0.6184 bread_rec_0.25: 0.4000 broom_rec_0.25: 0.0714 brush_rec_0.25: 0.4286 bucket_rec_0.25: 0.8205 cabinet_rec_0.25: 0.8500 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.1667 candle_rec_0.25: 0.3889 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.4286 carpet_rec_0.25: 0.1071 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4407 chair_rec_0.25: 0.9256 chandelier_rec_0.25: 0.6190 clock_rec_0.25: 0.2979 clothes_rec_0.25: 0.7166 clothes dryer_rec_0.25: 0.9333 coffee maker_rec_0.25: 0.8621 column_rec_0.25: 0.3421 commode_rec_0.25: 0.9615 computer_rec_0.25: 0.7966 conducting wire_rec_0.25: 0.3333 container_rec_0.25: 0.6441 copier_rec_0.25: 0.9167 cosmetics_rec_0.25: 0.0000 couch_rec_0.25: 0.9050 counter_rec_0.25: 0.4862 countertop_rec_0.25: 0.2857 crate_rec_0.25: 0.8571 crib_rec_0.25: 1.0000 cube_rec_0.25: 1.0000 cup_rec_0.25: 0.1695 curtain_rec_0.25: 0.8313 cushion_rec_0.25: 0.7451 decoration_rec_0.25: 0.4000 desk_rec_0.25: 0.9261 device_rec_0.25: 0.6364 dish rack_rec_0.25: 0.6000 dishwasher_rec_0.25: 0.7000 dispenser_rec_0.25: 0.8636 door_rec_0.25: 0.7783 doorframe_rec_0.25: 0.8820 doorway_rec_0.25: 0.3333 drawer_rec_0.25: 0.7778 dresser_rec_0.25: 0.9444 dumbbell_rec_0.25: 0.3333 dvd_rec_0.25: 0.0000 excercise equipment_rec_0.25: 0.8000 fan_rec_0.25: 0.7656 faucet_rec_0.25: 0.2128 fence_rec_0.25: 0.1667 file_rec_0.25: 0.5000 fire extinguisher_rec_0.25: 0.4000 fireplace_rec_0.25: 0.7143 flowerpot_rec_0.25: 0.4902 folder_rec_0.25: 0.6429 food_rec_0.25: 0.1818 footstool_rec_0.25: 0.5000 frame_rec_0.25: 0.2449 fruit_rec_0.25: 0.5000 furniture_rec_0.25: 0.5000 garage door_rec_0.25: 0.5000 garbage_rec_0.25: 1.0000 globe_rec_0.25: 1.0000 guitar_rec_0.25: 0.4167 hair dryer_rec_0.25: 0.0000 hamper_rec_0.25: 1.0000 hanger_rec_0.25: 0.0000 hat_rec_0.25: 0.3333 headboard_rec_0.25: 0.6250 headphones_rec_0.25: 0.4000 heater_rec_0.25: 0.8621 helmets_rec_0.25: 0.0000 holder_rec_0.25: 0.4444 jacket_rec_0.25: 0.8750 jalousie_rec_0.25: 0.5000 jar_rec_0.25: 0.6154 kettle_rec_0.25: 0.6111 keyboard_rec_0.25: 0.1707 kitchen island_rec_0.25: 0.8571 kitchenware_rec_0.25: 0.5217 ladder_rec_0.25: 0.5294 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projector_rec_0.25: 0.5000 purse_rec_0.25: 0.3333 rack_rec_0.25: 0.6731 radiator_rec_0.25: 0.8182 radio_rec_0.25: 0.2500 rail_rec_0.25: 0.4688 range hood_rec_0.25: 0.4286 refrigerator_rec_0.25: 0.9000 remote control_rec_0.25: 0.0714 roll_rec_0.25: 0.3000 roof_rec_0.25: 0.3750 sack_rec_0.25: 0.7143 scale_rec_0.25: 0.4545 screen_rec_0.25: 0.4000 sheet_rec_0.25: 0.0000 shelf_rec_0.25: 0.7752 shoe_rec_0.25: 0.4019 shower_rec_0.25: 0.3333 sign_rec_0.25: 0.2000 sink_rec_0.25: 0.8833 soap dish_rec_0.25: 0.5333 soap dispenser_rec_0.25: 0.8889 socket_rec_0.25: 0.0092 speaker_rec_0.25: 0.4545 stairs_rec_0.25: 0.4583 stall_rec_0.25: 0.9412 stand_rec_0.25: 0.9024 stapler_rec_0.25: 0.0000 statue_rec_0.25: 0.4737 stick_rec_0.25: 0.0000 stool_rec_0.25: 0.8403 stopcock_rec_0.25: 0.1481 stove_rec_0.25: 0.8056 structure_rec_0.25: 0.5000 support_rec_0.25: 0.0000 switch_rec_0.25: 0.0065 table_rec_0.25: 0.8803 tablet_rec_0.25: 0.5000 teapot_rec_0.25: 0.7778 telephone_rec_0.25: 0.4167 tissue_rec_0.25: 0.4615 tissue box_rec_0.25: 0.5625 toaster_rec_0.25: 0.7000 toilet_rec_0.25: 0.8806 toilet paper_rec_0.25: 0.6371 toiletry_rec_0.25: 0.3478 towel_rec_0.25: 0.6633 toy_rec_0.25: 0.4697 tray_rec_0.25: 0.5714 treadmill_rec_0.25: 0.0000 tube_rec_0.25: 0.0000 tv_rec_0.25: 0.7525 umbrella_rec_0.25: 0.2000 vacuum cleaner_rec_0.25: 0.8571 vanity_rec_0.25: 0.9286 vase_rec_0.25: 0.4800 wardrobe_rec_0.25: 0.8434 washbasin_rec_0.25: 0.4000 washing machine_rec_0.25: 0.9643 water cooler_rec_0.25: 1.0000 water heater_rec_0.25: 1.0000 window_rec_0.25: 0.6803 window frame_rec_0.25: 0.5960 windowsill_rec_0.25: 0.5652 wrap_rec_0.25: 0.0000 balcony_rec_0.25: 0.5000 baseboard_rec_0.25: 0.0000 coat hanger_rec_0.25: 1.0000 coil_rec_0.25: 0.3333 glass_rec_0.25: 0.0000 grab bar_rec_0.25: 0.0000 humidifier_rec_0.25: 0.5000 ledge_rec_0.25: 0.1667 salt_rec_0.25: 1.0000 shampoo_rec_0.25: 0.0000 tool_rec_0.25: 0.0000 arch_rec_0.25: 0.4333 glove_rec_0.25: 0.6667 wire_rec_0.25: 0.0000 drum_rec_0.25: 0.0000 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baseboard_AP_0.50: 0.0000 coat hanger_AP_0.50: 0.0196 coil_AP_0.50: 0.0000 glass_AP_0.50: 0.0000 grab bar_AP_0.50: 0.0000 humidifier_AP_0.50: 0.0000 ledge_AP_0.50: 0.0000 salt_AP_0.50: 0.0000 shampoo_AP_0.50: 0.0000 tool_AP_0.50: 0.0000 arch_AP_0.50: 0.0030 glove_AP_0.50: 0.0017 wire_AP_0.50: 0.0000 drum_AP_0.50: 0.0000 mattress_AP_0.50: 0.0000 plug_AP_0.50: 0.0000 vent_AP_0.50: 0.0000 eraser_AP_0.50: 0.0000 map_AP_0.50: 0.0000 pad_AP_0.50: 0.0000 wood_AP_0.50: 0.0000 trophy_AP_0.50: 0.0000 pen_AP_0.50: 0.0000 rod_AP_0.50: 0.0000 wine_AP_0.50: 0.0000 grass_AP_0.50: 0.0000 handle_AP_0.50: 0.0000 flush_AP_0.50: 0.0000 scissors_AP_0.50: 0.0000 sunglasses_AP_0.50: 0.0000 duct_AP_0.50: 0.0000 knife_AP_0.50: 0.0000 sponge_AP_0.50: 0.0000 toothbrush_AP_0.50: 0.0000 toothpaste_AP_0.50: 0.0000 soap_AP_0.50: 0.0000 seasoning_AP_0.50: 0.0000 spoon_AP_0.50: 0.0000 alarm_AP_0.50: 0.0000 cap_AP_0.50: 0.0000 door knob_AP_0.50: 0.0000 label_AP_0.50: 0.0000 hook_AP_0.50: 0.0000 molding_AP_0.50: 0.0000 shovel_AP_0.50: 0.0000 thermostat_AP_0.50: 0.0000 mAP_0.50: 0.0433 adhesive tape_rec_0.50: 0.0000 air conditioner_rec_0.50: 0.2000 album_rec_0.50: 0.0000 backpack_rec_0.50: 0.5806 bag_rec_0.50: 0.3371 ball_rec_0.50: 0.4762 banister_rec_0.50: 0.0000 bar_rec_0.50: 0.0000 barricade_rec_0.50: 0.0000 basin_rec_0.50: 0.2353 basket_rec_0.50: 0.4609 bathtub_rec_0.50: 0.7692 beam_rec_0.50: 0.0455 beanbag_rec_0.50: 1.0000 bed_rec_0.50: 0.5917 bench_rec_0.50: 0.4340 bicycle_rec_0.50: 0.1667 bidet_rec_0.50: 0.3333 bin_rec_0.50: 0.6912 blackboard_rec_0.50: 0.1410 blanket_rec_0.50: 0.1600 blinds_rec_0.50: 0.1400 board_rec_0.50: 0.2097 body loofah_rec_0.50: 0.0000 book_rec_0.50: 0.1273 bottle_rec_0.50: 0.0641 bowl_rec_0.50: 0.1739 box_rec_0.50: 0.2882 bread_rec_0.50: 0.0000 broom_rec_0.50: 0.0000 brush_rec_0.50: 0.1429 bucket_rec_0.50: 0.5897 cabinet_rec_0.50: 0.4972 calendar_rec_0.50: 0.0000 can_rec_0.50: 0.0833 candle_rec_0.50: 0.1111 candlestick_rec_0.50: 0.3333 car_rec_0.50: 0.0000 carpet_rec_0.50: 0.0119 cart_rec_0.50: 0.5000 case_rec_0.50: 0.1582 chair_rec_0.50: 0.8002 chandelier_rec_0.50: 0.0000 clock_rec_0.50: 0.0638 clothes_rec_0.50: 0.2739 clothes dryer_rec_0.50: 0.4667 coffee maker_rec_0.50: 0.3448 column_rec_0.50: 0.1579 commode_rec_0.50: 0.7885 computer_rec_0.50: 0.3390 conducting wire_rec_0.50: 0.3333 container_rec_0.50: 0.3220 copier_rec_0.50: 0.7500 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.7025 counter_rec_0.50: 0.0917 countertop_rec_0.50: 0.0714 crate_rec_0.50: 0.7143 crib_rec_0.50: 1.0000 cube_rec_0.50: 1.0000 cup_rec_0.50: 0.0169 curtain_rec_0.50: 0.2530 cushion_rec_0.50: 0.3137 decoration_rec_0.50: 0.0929 desk_rec_0.50: 0.6648 device_rec_0.50: 0.0909 dish rack_rec_0.50: 0.2000 dishwasher_rec_0.50: 0.2000 dispenser_rec_0.50: 0.3864 door_rec_0.50: 0.2167 doorframe_rec_0.50: 0.3715 doorway_rec_0.50: 0.0000 drawer_rec_0.50: 0.5000 dresser_rec_0.50: 0.7963 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.2500 fan_rec_0.50: 0.0781 faucet_rec_0.50: 0.0000 fence_rec_0.50: 0.0000 file_rec_0.50: 0.2059 fire extinguisher_rec_0.50: 0.2000 fireplace_rec_0.50: 0.0714 flowerpot_rec_0.50: 0.1961 folder_rec_0.50: 0.0714 food_rec_0.50: 0.0909 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.0816 fruit_rec_0.50: 0.2143 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.1667 garbage_rec_0.50: 0.7500 globe_rec_0.50: 0.0000 guitar_rec_0.50: 0.0833 hair dryer_rec_0.50: 0.0000 hamper_rec_0.50: 0.9091 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.1111 headboard_rec_0.50: 0.0000 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.3793 helmets_rec_0.50: 0.0000 holder_rec_0.50: 0.1111 jacket_rec_0.50: 0.1250 jalousie_rec_0.50: 0.5000 jar_rec_0.50: 0.2308 kettle_rec_0.50: 0.3889 keyboard_rec_0.50: 0.0000 kitchen island_rec_0.50: 0.7143 kitchenware_rec_0.50: 0.0652 ladder_rec_0.50: 0.1765 lamp_rec_0.50: 0.3045 laptop_rec_0.50: 0.0435 letter_rec_0.50: 0.0000 light_rec_0.50: 0.0278 luggage_rec_0.50: 0.6667 machine_rec_0.50: 0.2632 magazine_rec_0.50: 0.2000 mailbox_rec_0.50: 0.0000 mat_rec_0.50: 0.0000 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.5306 mirror_rec_0.50: 0.1105 monitor_rec_0.50: 0.4237 mop_rec_0.50: 0.0000 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.0000 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.6944 oven_rec_0.50: 0.1786 pack_rec_0.50: 0.1333 pan_rec_0.50: 0.1765 paper_rec_0.50: 0.0299 paper cutter_rec_0.50: 0.1667 partition_rec_0.50: 0.0000 person_rec_0.50: 0.0000 piano_rec_0.50: 0.2000 picture_rec_0.50: 0.0551 pillar_rec_0.50: 0.3953 pillow_rec_0.50: 0.3445 pipe_rec_0.50: 0.0385 pitcher_rec_0.50: 0.3333 plant_rec_0.50: 0.2841 plate_rec_0.50: 0.1154 player_rec_0.50: 0.2500 plunger_rec_0.50: 0.0000 pool_rec_0.50: 0.0000 pool table_rec_0.50: 0.3333 poster_rec_0.50: 0.0152 pot_rec_0.50: 0.2593 price tag_rec_0.50: 0.1429 printer_rec_0.50: 0.6939 projector_rec_0.50: 0.0000 purse_rec_0.50: 0.1667 rack_rec_0.50: 0.3462 radiator_rec_0.50: 0.3523 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0469 range hood_rec_0.50: 0.1429 refrigerator_rec_0.50: 0.6600 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.0000 roof_rec_0.50: 0.0833 sack_rec_0.50: 0.4286 scale_rec_0.50: 0.3636 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.3633 shoe_rec_0.50: 0.1121 shower_rec_0.50: 0.1333 sign_rec_0.50: 0.1000 sink_rec_0.50: 0.4292 soap dish_rec_0.50: 0.0667 soap dispenser_rec_0.50: 0.5185 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.3182 stairs_rec_0.50: 0.1111 stall_rec_0.50: 0.1765 stand_rec_0.50: 0.7256 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.2105 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.6050 stopcock_rec_0.50: 0.0000 stove_rec_0.50: 0.3056 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.7417 tablet_rec_0.50: 0.2500 teapot_rec_0.50: 0.1111 telephone_rec_0.50: 0.0667 tissue_rec_0.50: 0.2308 tissue box_rec_0.50: 0.1875 toaster_rec_0.50: 0.4000 toilet_rec_0.50: 0.7761 toilet paper_rec_0.50: 0.1613 toiletry_rec_0.50: 0.0435 towel_rec_0.50: 0.2415 toy_rec_0.50: 0.1364 tray_rec_0.50: 0.0000 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.3465 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.2857 vanity_rec_0.50: 0.7619 vase_rec_0.50: 0.2200 wardrobe_rec_0.50: 0.4217 washbasin_rec_0.50: 0.2667 washing machine_rec_0.50: 0.7143 water cooler_rec_0.50: 1.0000 water heater_rec_0.50: 0.0000 window_rec_0.50: 0.1303 window frame_rec_0.50: 0.1818 windowsill_rec_0.50: 0.1087 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 1.0000 coil_rec_0.50: 0.0000 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.0000 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.0000 arch_rec_0.50: 0.1667 glove_rec_0.50: 0.3333 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.0769 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.0000 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.2004 data_time: 6.1448 time: 6.5298 2024/02/27 01:08:08 - mmengine - INFO - Epoch(train) [5][ 50/973] lr: 1.0000e-03 eta: 7:41:43 time: 3.7977 data_time: 0.5061 memory: 20064 grad_norm: 0.3815 loss: 1.5187 loss_center: 0.6300 loss_bbox: 0.3637 loss_cls: 0.5250 2024/02/27 01:11:12 - mmengine - INFO - Epoch(train) [5][100/973] lr: 1.0000e-03 eta: 7:38:53 time: 3.6800 data_time: 0.2125 memory: 15340 grad_norm: 0.3946 loss: 1.4750 loss_center: 0.6500 loss_bbox: 0.3041 loss_cls: 0.5208 2024/02/27 01:11:46 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 01:14:17 - mmengine - INFO - Epoch(train) [5][150/973] lr: 1.0000e-03 eta: 7:36:05 time: 3.7017 data_time: 0.1190 memory: 17159 grad_norm: 0.4062 loss: 1.4645 loss_center: 0.6238 loss_bbox: 0.3128 loss_cls: 0.5280 2024/02/27 01:17:09 - mmengine - INFO - Epoch(train) [5][200/973] lr: 1.0000e-03 eta: 7:32:53 time: 3.4426 data_time: 0.1728 memory: 15705 grad_norm: 0.3474 loss: 1.4616 loss_center: 0.6564 loss_bbox: 0.2828 loss_cls: 0.5224 2024/02/27 01:20:00 - mmengine - INFO - Epoch(train) [5][250/973] lr: 1.0000e-03 eta: 7:29:39 time: 3.4195 data_time: 0.1172 memory: 18933 grad_norm: 0.3313 loss: 1.5466 loss_center: 0.6656 loss_bbox: 0.3141 loss_cls: 0.5669 2024/02/27 01:22:59 - mmengine - INFO - Epoch(train) [5][300/973] lr: 1.0000e-03 eta: 7:26:39 time: 3.5756 data_time: 0.4582 memory: 16444 grad_norm: 0.3569 loss: 1.5095 loss_center: 0.6317 loss_bbox: 0.3476 loss_cls: 0.5303 2024/02/27 01:25:58 - mmengine - INFO - Epoch(train) [5][350/973] lr: 1.0000e-03 eta: 7:23:41 time: 3.5950 data_time: 0.2666 memory: 16662 grad_norm: 0.3824 loss: 1.5300 loss_center: 0.6314 loss_bbox: 0.3644 loss_cls: 0.5342 2024/02/27 01:28:55 - mmengine - INFO - Epoch(train) [5][400/973] lr: 1.0000e-03 eta: 7:20:39 time: 3.5414 data_time: 0.1815 memory: 16985 grad_norm: 0.3439 loss: 1.5341 loss_center: 0.6684 loss_bbox: 0.3012 loss_cls: 0.5645 2024/02/27 01:32:03 - mmengine - INFO - Epoch(train) [5][450/973] lr: 1.0000e-03 eta: 7:17:54 time: 3.7485 data_time: 0.2228 memory: 20914 grad_norm: 0.3774 loss: 1.5599 loss_center: 0.6705 loss_bbox: 0.3341 loss_cls: 0.5553 2024/02/27 01:34:45 - mmengine - INFO - Epoch(train) [5][500/973] lr: 1.0000e-03 eta: 7:14:27 time: 3.2403 data_time: 0.1118 memory: 17014 grad_norm: 0.3958 loss: 1.4379 loss_center: 0.6172 loss_bbox: 0.3078 loss_cls: 0.5129 2024/02/27 01:37:49 - mmengine - INFO - Epoch(train) [5][550/973] lr: 1.0000e-03 eta: 7:11:36 time: 3.6766 data_time: 0.8209 memory: 15237 grad_norm: 0.3849 loss: 1.4970 loss_center: 0.6330 loss_bbox: 0.3160 loss_cls: 0.5480 2024/02/27 01:40:36 - mmengine - INFO - Epoch(train) [5][600/973] lr: 1.0000e-03 eta: 7:08:17 time: 3.3404 data_time: 0.1068 memory: 16188 grad_norm: 0.3693 loss: 1.5559 loss_center: 0.6658 loss_bbox: 0.3235 loss_cls: 0.5666 2024/02/27 01:43:27 - mmengine - INFO - Epoch(train) [5][650/973] lr: 1.0000e-03 eta: 7:05:07 time: 3.4273 data_time: 0.2557 memory: 18037 grad_norm: 0.3606 loss: 1.4842 loss_center: 0.6432 loss_bbox: 0.3119 loss_cls: 0.5292 2024/02/27 01:46:24 - mmengine - INFO - Epoch(train) [5][700/973] lr: 1.0000e-03 eta: 7:02:05 time: 3.5354 data_time: 0.9985 memory: 20504 grad_norm: 0.3479 loss: 1.4326 loss_center: 0.5911 loss_bbox: 0.3580 loss_cls: 0.4835 2024/02/27 01:49:23 - mmengine - INFO - Epoch(train) [5][750/973] lr: 1.0000e-03 eta: 6:59:07 time: 3.5862 data_time: 0.3091 memory: 15604 grad_norm: 0.3337 loss: 1.4278 loss_center: 0.6276 loss_bbox: 0.2929 loss_cls: 0.5073 2024/02/27 01:52:14 - mmengine - INFO - Epoch(train) [5][800/973] lr: 1.0000e-03 eta: 6:55:56 time: 3.4128 data_time: 0.1369 memory: 16926 grad_norm: 0.3593 loss: 1.5100 loss_center: 0.6308 loss_bbox: 0.3567 loss_cls: 0.5225 2024/02/27 01:55:20 - mmengine - INFO - Epoch(train) [5][850/973] lr: 1.0000e-03 eta: 6:53:09 time: 3.7324 data_time: 0.0953 memory: 16190 grad_norm: 0.3759 loss: 1.5367 loss_center: 0.6725 loss_bbox: 0.3285 loss_cls: 0.5357 2024/02/27 01:58:19 - mmengine - INFO - Epoch(train) [5][900/973] lr: 1.0000e-03 eta: 6:50:10 time: 3.5699 data_time: 0.2243 memory: 15903 grad_norm: 0.3685 loss: 1.6456 loss_center: 0.7259 loss_bbox: 0.3289 loss_cls: 0.5909 2024/02/27 02:01:20 - mmengine - INFO - Epoch(train) [5][950/973] lr: 1.0000e-03 eta: 6:47:14 time: 3.6191 data_time: 0.1876 memory: 19636 grad_norm: 0.4094 loss: 1.4624 loss_center: 0.6194 loss_bbox: 0.3206 loss_cls: 0.5224 2024/02/27 02:02:41 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 02:02:41 - mmengine - INFO - Saving checkpoint at 5 epochs 2024/02/27 02:04:54 - mmengine - INFO - Epoch(val) [5][ 50/103] eta: 0:02:12 time: 2.4958 data_time: 2.1121 memory: 18284 2024/02/27 02:12:20 - mmengine - INFO - Epoch(val) [5][100/103] eta: 0:00:17 time: 8.9193 data_time: 8.5213 memory: 4457 2024/02/27 02:19:26 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.0243 | 0.4000 | 0.0000 | 0.0000 | | arch | 0.0058 | 0.4667 | 0.0004 | 0.2000 | | backpack | 0.3888 | 0.8710 | 0.1723 | 0.5484 | | bag | 0.0654 | 0.7472 | 0.0163 | 0.2978 | | balcony | 0.0006 | 1.0000 | 0.0000 | 0.0000 | | ball | 0.0813 | 0.6190 | 0.0445 | 0.3810 | | banister | 0.0005 | 0.4000 | 0.0000 | 0.0000 | | bar | 0.0424 | 0.2000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0053 | 0.5294 | 0.0046 | 0.1765 | | basket | 0.0674 | 0.7217 | 0.0330 | 0.3478 | | bathtub | 0.8245 | 0.8769 | 0.6896 | 0.7385 | | beam | 0.0001 | 0.1818 | 0.0000 | 0.0000 | | bed | 0.8371 | 0.9349 | 0.2930 | 0.5207 | | bench | 0.3599 | 0.8491 | 0.1687 | 0.4717 | | bicycle | 0.1085 | 1.0000 | 0.0013 | 0.1667 | | bidet | 0.3750 | 0.6667 | 0.3750 | 0.6667 | | bin | 0.5078 | 0.9093 | 0.2527 | 0.6034 | | blackboard | 0.1024 | 0.6154 | 0.0013 | 0.0769 | | blanket | 0.1723 | 0.8100 | 0.0288 | 0.2000 | | blinds | 0.0048 | 0.4400 | 0.0000 | 0.0400 | | board | 0.0141 | 0.6290 | 0.0002 | 0.1290 | | body loofah | 0.0002 | 0.5000 | 0.0000 | 0.0000 | | book | 0.1431 | 0.4643 | 0.0155 | 0.1035 | | bottle | 0.0099 | 0.3008 | 0.0003 | 0.0557 | | bowl | 0.0221 | 0.4203 | 0.0066 | 0.1449 | | box | 0.1106 | 0.5618 | 0.0338 | 0.2395 | | bread | 0.0108 | 0.4000 | 0.0000 | 0.0000 | | broom | 0.0000 | 0.0714 | 0.0000 | 0.0000 | | brush | 0.0278 | 0.5000 | 0.0013 | 0.0714 | | bucket | 0.0967 | 0.8205 | 0.0580 | 0.5385 | | cabinet | 0.1964 | 0.8306 | 0.0725 | 0.4569 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0065 | 0.3333 | 0.0028 | 0.0833 | | candle | 0.0029 | 0.2778 | 0.0001 | 0.1111 | | car | 0.0154 | 0.4286 | 0.0000 | 0.0000 | | carpet | 0.0004 | 0.0595 | 0.0000 | 0.0000 | | cart | 0.0092 | 0.7500 | 0.0062 | 0.5000 | | case | 0.0299 | 0.4124 | 0.0161 | 0.1469 | | chair | 0.8113 | 0.9268 | 0.6405 | 0.7750 | | clock | 0.0034 | 0.1489 | 0.0004 | 0.0213 | | clothes | 0.1165 | 0.6561 | 0.0214 | 0.2166 | | clothes dryer | 0.0685 | 0.8000 | 0.0218 | 0.4000 | | coffee maker | 0.2020 | 0.7586 | 0.0804 | 0.4138 | | column | 0.0076 | 0.5000 | 0.0002 | 0.0789 | | commode | 0.1615 | 0.9423 | 0.1392 | 0.7885 | | computer | 0.2213 | 0.7797 | 0.0263 | 0.2373 | | conducting wire | 0.0004 | 0.3333 | 0.0000 | 0.0000 | | container | 0.0041 | 0.6271 | 0.0003 | 0.2034 | | copier | 0.2266 | 0.9167 | 0.1826 | 0.7500 | | couch | 0.5879 | 0.9008 | 0.4000 | 0.7273 | | counter | 0.0629 | 0.4862 | 0.0007 | 0.0734 | | countertop | 0.0497 | 0.3214 | 0.0000 | 0.0000 | | crate | 0.0286 | 1.0000 | 0.0084 | 0.5714 | | crib | 0.0326 | 1.0000 | 0.0326 | 1.0000 | | cup | 0.0113 | 0.1525 | 0.0000 | 0.0000 | | curtain | 0.1043 | 0.8554 | 0.0005 | 0.1205 | | cushion | 0.0317 | 0.7843 | 0.0088 | 0.2353 | | decoration | 0.0081 | 0.4143 | 0.0010 | 0.0929 | | desk | 0.4194 | 0.9318 | 0.2024 | 0.6477 | | device | 0.0183 | 0.5455 | 0.0132 | 0.2727 | | dish rack | 0.2005 | 0.4000 | 0.2005 | 0.4000 | | dishwasher | 0.0220 | 0.5000 | 0.0006 | 0.1000 | | dispenser | 0.3657 | 0.7727 | 0.0947 | 0.4318 | | door | 0.1370 | 0.7722 | 0.0035 | 0.1847 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | doorframe | 0.1817 | 0.8803 | 0.0091 | 0.2817 | | doorway | 0.0003 | 0.4444 | 0.0000 | 0.0000 | | drawer | 0.0050 | 0.7222 | 0.0013 | 0.5000 | | dresser | 0.2115 | 0.9444 | 0.1851 | 0.8148 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dumbbell | 0.0128 | 0.3333 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fan | 0.0700 | 0.5000 | 0.0000 | 0.0000 | | faucet | 0.0063 | 0.2128 | 0.0002 | 0.0213 | | fire extinguisher | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | flowerpot | 0.0208 | 0.5098 | 0.0013 | 0.1765 | | flush | 0.0089 | 0.5000 | 0.0000 | 0.0000 | | folder | 0.0072 | 0.5714 | 0.0000 | 0.0714 | | food | 0.0466 | 0.1818 | 0.0000 | 0.0000 | | footstool | 0.0147 | 0.5000 | 0.0147 | 0.5000 | | frame | 0.0022 | 0.2653 | 0.0002 | 0.0408 | | fruit | 0.1022 | 0.5000 | 0.0000 | 0.0714 | | furniture | 0.0007 | 0.5000 | 0.0002 | 0.3333 | | garbage | 0.1560 | 0.8750 | 0.1466 | 0.6250 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0044 | 0.6667 | 0.0040 | 0.3333 | | grab bar | 0.0234 | 0.2500 | 0.0000 | 0.0000 | | guitar | 0.1954 | 0.5833 | 0.0296 | 0.2500 | | hair dryer | 0.0001 | 0.1429 | 0.0000 | 0.0000 | | hamper | 0.1238 | 1.0000 | 0.1236 | 0.9091 | | hanger | 0.0006 | 0.2500 | 0.0001 | 0.0833 | | hat | 0.0018 | 0.3333 | 0.0016 | 0.2222 | | headboard | 0.0876 | 0.6250 | 0.0000 | 0.0000 | | headphones | 0.0024 | 0.4000 | 0.0000 | 0.0000 | | heater | 0.1366 | 0.8276 | 0.0405 | 0.3448 | | helmets | 0.0001 | 0.3333 | 0.0000 | 0.0000 | | holder | 0.0107 | 0.5556 | 0.0002 | 0.1111 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.2734 | 0.8750 | 0.1146 | 0.3750 | | jar | 0.0053 | 0.6923 | 0.0042 | 0.3846 | | kettle | 0.0198 | 0.5556 | 0.0101 | 0.2778 | | keyboard | 0.0739 | 0.2561 | 0.0000 | 0.0000 | | kitchenware | 0.0855 | 0.5217 | 0.0089 | 0.0652 | | ladder | 0.0288 | 0.6471 | 0.0121 | 0.2353 | | lamp | 0.3476 | 0.6746 | 0.0976 | 0.2687 | | laptop | 0.1438 | 0.6087 | 0.0536 | 0.2174 | | ledge | 0.0570 | 0.3333 | 0.0000 | 0.0000 | | letter | 0.9167 | 1.0000 | 0.0000 | 0.0000 | | light | 0.0237 | 0.1880 | 0.0017 | 0.0342 | | luggage | 0.0047 | 1.0000 | 0.0000 | 0.0000 | | mat | 0.0004 | 0.1081 | 0.0000 | 0.0000 | | menu | 0.0044 | 0.5714 | 0.0000 | 0.0000 | | microwave | 0.2233 | 0.7959 | 0.1403 | 0.4898 | | mirror | 0.0845 | 0.6133 | 0.0005 | 0.0718 | | molding | 0.0025 | 1.0000 | 0.0000 | 0.0000 | | mop | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0178 | 0.6667 | 0.0000 | 0.0000 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ottoman | 0.1485 | 0.8889 | 0.1379 | 0.7222 | | oven | 0.1012 | 0.5357 | 0.0200 | 0.2143 | | pack | 0.0425 | 0.7333 | 0.0014 | 0.1333 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pan | 0.0017 | 0.4118 | 0.0000 | 0.0588 | | paper | 0.0080 | 0.0925 | 0.0025 | 0.0328 | | paper cutter | 0.0463 | 0.8333 | 0.0000 | 0.0000 | | partition | 0.0083 | 0.1667 | 0.0000 | 0.0000 | | person | 0.0007 | 0.5000 | 0.0002 | 0.3333 | | picture | 0.0613 | 0.2843 | 0.0022 | 0.0551 | | pillar | 0.1487 | 0.7674 | 0.0238 | 0.1860 | | pillow | 0.4554 | 0.8508 | 0.0688 | 0.3389 | | pipe | 0.0001 | 0.1923 | 0.0000 | 0.0385 | | plant | 0.2010 | 0.7575 | 0.0549 | 0.2933 | | plate | 0.0027 | 0.2500 | 0.0002 | 0.0769 | | plug | 0.0023 | 0.0526 | 0.0000 | 0.0000 | | plunger | 0.1371 | 1.0000 | 0.0058 | 0.6000 | | pool | 0.0067 | 0.5000 | 0.0067 | 0.5000 | | poster | 0.0535 | 0.1364 | 0.0000 | 0.0000 | | pot | 0.0264 | 0.5926 | 0.0213 | 0.2963 | | price tag | 0.0003 | 0.2857 | 0.0000 | 0.0000 | | printer | 0.2845 | 0.8571 | 0.1069 | 0.4898 | | purse | 0.0001 | 0.3333 | 0.0000 | 0.1667 | | rack | 0.0136 | 0.7500 | 0.0031 | 0.2308 | | radiator | 0.2956 | 0.7955 | 0.0580 | 0.3750 | | rail | 0.0030 | 0.3594 | 0.0000 | 0.0000 | | range hood | 0.1818 | 0.7143 | 0.0009 | 0.1429 | | refrigerator | 0.2735 | 0.8800 | 0.1463 | 0.4600 | | remote control | 0.0015 | 0.0357 | 0.0000 | 0.0000 | | rod | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | roll | 0.0200 | 0.4000 | 0.0000 | 0.0000 | | roof | 0.0007 | 0.3333 | 0.0001 | 0.0833 | | sack | 0.3074 | 0.7143 | 0.0512 | 0.4286 | | scale | 0.2377 | 0.5455 | 0.2348 | 0.4545 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shelf | 0.2938 | 0.7626 | 0.0801 | 0.3489 | | shoe | 0.0990 | 0.4860 | 0.0133 | 0.1495 | | shower | 0.0105 | 0.3333 | 0.0086 | 0.1667 | | sign | 0.0014 | 0.2667 | 0.0001 | 0.0667 | | sink | 0.5572 | 0.8792 | 0.2141 | 0.4000 | | soap | 0.0005 | 0.1667 | 0.0000 | 0.0000 | | soap dish | 0.0598 | 0.6000 | 0.0084 | 0.2000 | | soap dispenser | 0.5908 | 0.8148 | 0.0985 | 0.3333 | | socket | 0.0000 | 0.0092 | 0.0000 | 0.0000 | | speaker | 0.0044 | 0.4091 | 0.0010 | 0.2727 | | stairs | 0.0720 | 0.4722 | 0.0129 | 0.0972 | | stall | 0.2120 | 0.7647 | 0.0262 | 0.2353 | | stand | 0.4570 | 0.8720 | 0.3365 | 0.6768 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | statue | 0.0529 | 0.5789 | 0.0332 | 0.2632 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stool | 0.2184 | 0.8487 | 0.1283 | 0.5630 | | stopcock | 0.0481 | 0.2963 | 0.0074 | 0.0370 | | stove | 0.1797 | 0.7500 | 0.1276 | 0.3611 | | structure | 0.0001 | 0.5000 | 0.0000 | 0.0000 | | switch | 0.0000 | 0.0065 | 0.0000 | 0.0000 | | table | 0.4989 | 0.8756 | 0.3674 | 0.7213 | | tablet | 0.0084 | 0.5000 | 0.0081 | 0.2500 | | teapot | 0.0104 | 0.8889 | 0.0006 | 0.3333 | | telephone | 0.0503 | 0.3833 | 0.0038 | 0.0667 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tissue | 0.0108 | 0.4615 | 0.0005 | 0.0769 | | tissue box | 0.0085 | 0.6250 | 0.0014 | 0.1875 | | toaster | 0.0078 | 0.8000 | 0.0041 | 0.4000 | | toilet | 0.8042 | 0.8731 | 0.6588 | 0.7612 | | toilet paper | 0.1564 | 0.5806 | 0.0226 | 0.1371 | | toiletry | 0.0027 | 0.3913 | 0.0003 | 0.1304 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.1731 | 0.6122 | 0.0140 | 0.1905 | | toy | 0.0061 | 0.5152 | 0.0001 | 0.1061 | | tray | 0.0013 | 0.5714 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | umbrella | 0.0004 | 0.4000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.0394 | 0.8571 | 0.0003 | 0.2857 | | vanity | 0.3128 | 0.9286 | 0.1768 | 0.7143 | | vase | 0.0298 | 0.5600 | 0.0190 | 0.2200 | | wardrobe | 0.1104 | 0.8072 | 0.0292 | 0.4578 | | washbasin | 0.0254 | 0.4667 | 0.0250 | 0.2667 | | washing machine | 0.2466 | 0.9286 | 0.1024 | 0.6429 | | water cooler | 0.0117 | 1.0000 | 0.0117 | 1.0000 | | water heater | 0.5189 | 1.0000 | 0.5034 | 1.0000 | | window | 0.0735 | 0.6273 | 0.0008 | 0.0909 | | window frame | 0.0330 | 0.5960 | 0.0006 | 0.1010 | | windowsill | 0.0523 | 0.5870 | 0.0000 | 0.0435 | | wire | 0.0002 | 0.5000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beanbag | 0.6337 | 1.0000 | 0.6337 | 1.0000 | | chandelier | 0.0391 | 0.5238 | 0.0095 | 0.2381 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cube | 0.5000 | 1.0000 | 0.5000 | 1.0000 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | kitchen island | 0.2224 | 0.8571 | 0.2211 | 0.7143 | | machine | 0.0500 | 0.8947 | 0.0057 | 0.2632 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | piano | 0.0468 | 0.8000 | 0.0320 | 0.6000 | | player | 0.0011 | 0.2500 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tv | 0.2633 | 0.7030 | 0.0655 | 0.2970 | | vent | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fireplace | 0.1460 | 0.6429 | 0.0072 | 0.1071 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | monitor | 0.4743 | 0.8701 | 0.0351 | 0.3051 | | pitcher | 0.0048 | 1.0000 | 0.0031 | 0.6667 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coat hanger | 0.0058 | 1.0000 | 0.0000 | 0.0000 | | excercise equipment | 0.2156 | 0.8000 | 0.0053 | 0.2500 | | globe | 0.0008 | 1.0000 | 0.0000 | 0.0000 | | jalousie | 0.0020 | 1.0000 | 0.0006 | 0.5000 | | mailbox | 0.0125 | 0.6000 | 0.0004 | 0.2000 | | pool table | 0.3333 | 0.3333 | 0.0000 | 0.0000 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sheet | 0.0003 | 1.0000 | 0.0000 | 0.0000 | | sunglasses | 0.0077 | 0.6154 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | garage door | 0.0379 | 0.3333 | 0.0000 | 0.0000 | | tool | 0.0005 | 0.1667 | 0.0000 | 0.0000 | | coil | 0.0029 | 0.3333 | 0.0025 | 0.1667 | | fence | 0.0005 | 0.1667 | 0.0000 | 0.0000 | | humidifier | 0.1250 | 0.5000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | projector | 0.0179 | 0.5000 | 0.0098 | 0.5000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | file | 0.0213 | 0.3235 | 0.0034 | 0.1765 | | magazine | 0.0087 | 0.2000 | 0.0087 | 0.2000 | | salt | 0.0406 | 1.0000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candlestick | 0.0015 | 0.3333 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0934 | 0.4800 | 0.0413 | 0.1936 | +---------------------+---------+---------+---------+---------+ 2024/02/27 02:19:26 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8113 | 0.9268 | 0.6405 | 0.7750 | | picture | 0.0613 | 0.2843 | 0.0022 | 0.0551 | | door | 0.1370 | 0.7722 | 0.0035 | 0.1847 | | pillow | 0.4554 | 0.8508 | 0.0688 | 0.3389 | | cabinet | 0.1964 | 0.8306 | 0.0725 | 0.4569 | | table | 0.4989 | 0.8756 | 0.3674 | 0.7213 | | book | 0.1431 | 0.4643 | 0.0155 | 0.1035 | | window | 0.0735 | 0.6273 | 0.0008 | 0.0909 | | box | 0.1106 | 0.5618 | 0.0338 | 0.2395 | | doorframe | 0.1817 | 0.8803 | 0.0091 | 0.2817 | | shelf | 0.2938 | 0.7626 | 0.0801 | 0.3489 | | light | 0.0237 | 0.1880 | 0.0017 | 0.0342 | | plant | 0.2010 | 0.7575 | 0.0549 | 0.2933 | | paper | 0.0080 | 0.0925 | 0.0025 | 0.0328 | | bin | 0.5078 | 0.9093 | 0.2527 | 0.6034 | | curtain | 0.1043 | 0.8554 | 0.0005 | 0.1205 | | bottle | 0.0099 | 0.3008 | 0.0003 | 0.0557 | | lamp | 0.3476 | 0.6746 | 0.0976 | 0.2687 | | couch | 0.5879 | 0.9008 | 0.4000 | 0.7273 | | towel | 0.1731 | 0.6122 | 0.0140 | 0.1905 | | sink | 0.5572 | 0.8792 | 0.2141 | 0.4000 | | socket | 0.0000 | 0.0092 | 0.0000 | 0.0000 | | clothes | 0.1165 | 0.6561 | 0.0214 | 0.2166 | | desk | 0.4194 | 0.9318 | 0.2024 | 0.6477 | | stand | 0.4570 | 0.8720 | 0.3365 | 0.6768 | | monitor | 0.4743 | 0.8701 | 0.0351 | 0.3051 | | stool | 0.2184 | 0.8487 | 0.1283 | 0.5630 | | mirror | 0.0845 | 0.6133 | 0.0005 | 0.0718 | | case | 0.0299 | 0.4124 | 0.0161 | 0.1469 | | decoration | 0.0081 | 0.4143 | 0.0010 | 0.0929 | | bag | 0.0654 | 0.7472 | 0.0163 | 0.2978 | | bed | 0.8371 | 0.9349 | 0.2930 | 0.5207 | | cup | 0.0113 | 0.1525 | 0.0000 | 0.0000 | | switch | 0.0000 | 0.0065 | 0.0000 | 0.0000 | | shoe | 0.0990 | 0.4860 | 0.0133 | 0.1495 | | toilet | 0.8042 | 0.8731 | 0.6588 | 0.7612 | | counter | 0.0629 | 0.4862 | 0.0007 | 0.0734 | | tv | 0.2633 | 0.7030 | 0.0655 | 0.2970 | | backpack | 0.3888 | 0.8710 | 0.1723 | 0.5484 | | carpet | 0.0004 | 0.0595 | 0.0000 | 0.0000 | | basket | 0.0674 | 0.7217 | 0.0330 | 0.3478 | | cushion | 0.0317 | 0.7843 | 0.0088 | 0.2353 | | window frame | 0.0330 | 0.5960 | 0.0006 | 0.1010 | | rail | 0.0030 | 0.3594 | 0.0000 | 0.0000 | | blanket | 0.1723 | 0.8100 | 0.0288 | 0.2000 | | blackboard | 0.1024 | 0.6154 | 0.0013 | 0.0769 | | radiator | 0.2956 | 0.7955 | 0.0580 | 0.3750 | | toilet paper | 0.1564 | 0.5806 | 0.0226 | 0.1371 | | bench | 0.3599 | 0.8491 | 0.1687 | 0.4717 | | keyboard | 0.0739 | 0.2561 | 0.0000 | 0.0000 | | board | 0.0141 | 0.6290 | 0.0002 | 0.1290 | | stairs | 0.0720 | 0.4722 | 0.0129 | 0.0972 | | plate | 0.0027 | 0.2500 | 0.0002 | 0.0769 | | refrigerator | 0.2735 | 0.8800 | 0.1463 | 0.4600 | | frame | 0.0022 | 0.2653 | 0.0002 | 0.0408 | | wardrobe | 0.1104 | 0.8072 | 0.0292 | 0.4578 | | telephone | 0.0503 | 0.3833 | 0.0038 | 0.0667 | | vase | 0.0298 | 0.5600 | 0.0190 | 0.2200 | | heater | 0.1366 | 0.8276 | 0.0405 | 0.3448 | | computer | 0.2213 | 0.7797 | 0.0263 | 0.2373 | | windowsill | 0.0523 | 0.5870 | 0.0000 | 0.0435 | | bathtub | 0.8245 | 0.8769 | 0.6896 | 0.7385 | | ottoman | 0.1485 | 0.8889 | 0.1379 | 0.7222 | | toy | 0.0061 | 0.5152 | 0.0001 | 0.1061 | | column | 0.0076 | 0.5000 | 0.0002 | 0.0789 | | rack | 0.0136 | 0.7500 | 0.0031 | 0.2308 | | clock | 0.0034 | 0.1489 | 0.0004 | 0.0213 | | dresser | 0.2115 | 0.9444 | 0.1851 | 0.8148 | | faucet | 0.0063 | 0.2128 | 0.0002 | 0.0213 | | commode | 0.1615 | 0.9423 | 0.1392 | 0.7885 | | flowerpot | 0.0208 | 0.5098 | 0.0013 | 0.1765 | | bucket | 0.0967 | 0.8205 | 0.0580 | 0.5385 | | kitchenware | 0.0855 | 0.5217 | 0.0089 | 0.0652 | | bowl | 0.0221 | 0.4203 | 0.0066 | 0.1449 | | dispenser | 0.3657 | 0.7727 | 0.0947 | 0.4318 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.2233 | 0.7959 | 0.1403 | 0.4898 | | container | 0.0041 | 0.6271 | 0.0003 | 0.2034 | | stove | 0.1797 | 0.7500 | 0.1276 | 0.3611 | | fan | 0.0700 | 0.5000 | 0.0000 | 0.0000 | | pot | 0.0264 | 0.5926 | 0.0213 | 0.2963 | | blinds | 0.0048 | 0.4400 | 0.0000 | 0.0400 | | shower | 0.0105 | 0.3333 | 0.0086 | 0.1667 | | mat | 0.0004 | 0.1081 | 0.0000 | 0.0000 | | laptop | 0.1438 | 0.6087 | 0.0536 | 0.2174 | | remote control | 0.0015 | 0.0357 | 0.0000 | 0.0000 | | washing machine | 0.2466 | 0.9286 | 0.1024 | 0.6429 | | tissue box | 0.0085 | 0.6250 | 0.0014 | 0.1875 | | pillar | 0.1487 | 0.7674 | 0.0238 | 0.1860 | | printer | 0.2845 | 0.8571 | 0.1069 | 0.4898 | +-----------------+---------+---------+---------+---------+ | Overall | 0.1712 | 0.6062 | 0.0756 | 0.2663 | +-----------------+---------+---------+---------+---------+ 2024/02/27 02:19:26 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.0535 | 0.1364 | 0.0000 | 0.0000 | | oven | 0.1012 | 0.5357 | 0.0200 | 0.2143 | | fireplace | 0.1460 | 0.6429 | 0.0072 | 0.1071 | | roof | 0.0007 | 0.3333 | 0.0001 | 0.0833 | | washbasin | 0.0254 | 0.4667 | 0.0250 | 0.2667 | | statue | 0.0529 | 0.5789 | 0.0332 | 0.2632 | | jacket | 0.2734 | 0.8750 | 0.1146 | 0.3750 | | pipe | 0.0001 | 0.1923 | 0.0000 | 0.0385 | | drawer | 0.0050 | 0.7222 | 0.0013 | 0.5000 | | sign | 0.0014 | 0.2667 | 0.0001 | 0.0667 | | countertop | 0.0497 | 0.3214 | 0.0000 | 0.0000 | | vanity | 0.3128 | 0.9286 | 0.1768 | 0.7143 | | soap dispenser | 0.5908 | 0.8148 | 0.0985 | 0.3333 | | vent | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | clothes dryer | 0.0685 | 0.8000 | 0.0218 | 0.4000 | | rod | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stopcock | 0.0481 | 0.2963 | 0.0074 | 0.0370 | | speaker | 0.0044 | 0.4091 | 0.0010 | 0.2727 | | bar | 0.0424 | 0.2000 | 0.0000 | 0.0000 | | jar | 0.0053 | 0.6923 | 0.0042 | 0.3846 | | tissue | 0.0108 | 0.4615 | 0.0005 | 0.0769 | | candle | 0.0029 | 0.2778 | 0.0001 | 0.1111 | | coffee maker | 0.2020 | 0.7586 | 0.0804 | 0.4138 | | beam | 0.0001 | 0.1818 | 0.0000 | 0.0000 | | range hood | 0.1818 | 0.7143 | 0.0009 | 0.1429 | | kettle | 0.0198 | 0.5556 | 0.0101 | 0.2778 | | file | 0.0213 | 0.3235 | 0.0034 | 0.1765 | | plug | 0.0023 | 0.0526 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.1085 | 1.0000 | 0.0013 | 0.1667 | | purse | 0.0001 | 0.3333 | 0.0000 | 0.1667 | | toiletry | 0.0027 | 0.3913 | 0.0003 | 0.1304 | | brush | 0.0278 | 0.5000 | 0.0013 | 0.0714 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.0813 | 0.6190 | 0.0445 | 0.3810 | | soap dish | 0.0598 | 0.6000 | 0.0084 | 0.2000 | | basin | 0.0053 | 0.5294 | 0.0046 | 0.1765 | | dumbbell | 0.0128 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.2120 | 0.7647 | 0.0262 | 0.2353 | | hanger | 0.0006 | 0.2500 | 0.0001 | 0.0833 | | chandelier | 0.0391 | 0.5238 | 0.0095 | 0.2381 | | copier | 0.2266 | 0.9167 | 0.1826 | 0.7500 | | hamper | 0.1238 | 1.0000 | 0.1236 | 0.9091 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0220 | 0.5000 | 0.0006 | 0.1000 | | pan | 0.0017 | 0.4118 | 0.0000 | 0.0588 | | teapot | 0.0104 | 0.8889 | 0.0006 | 0.3333 | | vacuum cleaner | 0.0394 | 0.8571 | 0.0003 | 0.2857 | | hat | 0.0018 | 0.3333 | 0.0016 | 0.2222 | | folder | 0.0072 | 0.5714 | 0.0000 | 0.0714 | | fire extinguisher | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | air conditioner | 0.0243 | 0.4000 | 0.0000 | 0.0000 | | piano | 0.0468 | 0.8000 | 0.0320 | 0.6000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0288 | 0.6471 | 0.0121 | 0.2353 | | scale | 0.2377 | 0.5455 | 0.2348 | 0.4545 | | tray | 0.0013 | 0.5714 | 0.0000 | 0.0000 | | ledge | 0.0570 | 0.3333 | 0.0000 | 0.0000 | | pack | 0.0425 | 0.7333 | 0.0014 | 0.1333 | | machine | 0.0500 | 0.8947 | 0.0057 | 0.2632 | | guitar | 0.1954 | 0.5833 | 0.0296 | 0.2500 | | doorway | 0.0003 | 0.4444 | 0.0000 | 0.0000 | | food | 0.0466 | 0.1818 | 0.0000 | 0.0000 | | excercise equipment | 0.2156 | 0.8000 | 0.0053 | 0.2500 | | furniture | 0.0007 | 0.5000 | 0.0002 | 0.3333 | | sack | 0.3074 | 0.7143 | 0.0512 | 0.4286 | | crate | 0.0286 | 1.0000 | 0.0084 | 0.5714 | | person | 0.0007 | 0.5000 | 0.0002 | 0.3333 | | footstool | 0.0147 | 0.5000 | 0.0147 | 0.5000 | | conducting wire | 0.0004 | 0.3333 | 0.0000 | 0.0000 | | arch | 0.0058 | 0.4667 | 0.0004 | 0.2000 | | cart | 0.0092 | 0.7500 | 0.0062 | 0.5000 | | paper cutter | 0.0463 | 0.8333 | 0.0000 | 0.0000 | | roll | 0.0200 | 0.4000 | 0.0000 | 0.0000 | | garbage | 0.1560 | 0.8750 | 0.1466 | 0.6250 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fruit | 0.1022 | 0.5000 | 0.0000 | 0.0714 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0025 | 1.0000 | 0.0000 | 0.0000 | | soap | 0.0005 | 0.1667 | 0.0000 | 0.0000 | | beanbag | 0.6337 | 1.0000 | 0.6337 | 1.0000 | | umbrella | 0.0004 | 0.4000 | 0.0000 | 0.0000 | | fence | 0.0005 | 0.1667 | 0.0000 | 0.0000 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0876 | 0.6250 | 0.0000 | 0.0000 | | dish rack | 0.2005 | 0.4000 | 0.2005 | 0.4000 | | hair dryer | 0.0001 | 0.1429 | 0.0000 | 0.0000 | | holder | 0.0107 | 0.5556 | 0.0002 | 0.1111 | | sunglasses | 0.0077 | 0.6154 | 0.0000 | 0.0000 | | headphones | 0.0024 | 0.4000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0629 | 0.4765 | 0.0260 | 0.1858 | +---------------------+---------+---------+---------+---------+ 2024/02/27 02:19:26 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0125 | 0.6000 | 0.0004 | 0.2000 | | toaster | 0.0078 | 0.8000 | 0.0041 | 0.4000 | | water cooler | 0.0117 | 1.0000 | 0.0117 | 1.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0000 | 0.0714 | 0.0000 | 0.0000 | | device | 0.0183 | 0.5455 | 0.0132 | 0.2727 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.0234 | 0.2500 | 0.0000 | 0.0000 | | plunger | 0.1371 | 1.0000 | 0.0058 | 0.6000 | | kitchen island | 0.2224 | 0.8571 | 0.2211 | 0.7143 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0065 | 0.3333 | 0.0028 | 0.0833 | | tool | 0.0005 | 0.1667 | 0.0000 | 0.0000 | | partition | 0.0083 | 0.1667 | 0.0000 | 0.0000 | | banister | 0.0005 | 0.4000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0048 | 1.0000 | 0.0031 | 0.6667 | | menu | 0.0044 | 0.5714 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0003 | 0.2857 | 0.0000 | 0.0000 | | projector | 0.0179 | 0.5000 | 0.0098 | 0.5000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0047 | 1.0000 | 0.0000 | 0.0000 | | cube | 0.5000 | 1.0000 | 0.5000 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | helmets | 0.0001 | 0.3333 | 0.0000 | 0.0000 | | balcony | 0.0006 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.0087 | 0.2000 | 0.0087 | 0.2000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0001 | 0.5000 | 0.0000 | 0.0000 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bidet | 0.3750 | 0.6667 | 0.3750 | 0.6667 | | candlestick | 0.0015 | 0.3333 | 0.0000 | 0.0000 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0178 | 0.6667 | 0.0000 | 0.0000 | | tablet | 0.0084 | 0.5000 | 0.0081 | 0.2500 | | garage door | 0.0379 | 0.3333 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0044 | 0.6667 | 0.0040 | 0.3333 | | jalousie | 0.0020 | 1.0000 | 0.0006 | 0.5000 | | mop | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0029 | 0.3333 | 0.0025 | 0.1667 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0108 | 0.4000 | 0.0000 | 0.0000 | | globe | 0.0008 | 1.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.3333 | 0.3333 | 0.0000 | 0.0000 | | car | 0.0154 | 0.4286 | 0.0000 | 0.0000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0089 | 0.5000 | 0.0000 | 0.0000 | | wire | 0.0002 | 0.5000 | 0.0000 | 0.0000 | | player | 0.0011 | 0.2500 | 0.0000 | 0.0000 | | salt | 0.0406 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0003 | 1.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.1250 | 0.5000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5189 | 1.0000 | 0.5034 | 1.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0002 | 0.5000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0067 | 0.5000 | 0.0067 | 0.5000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.0326 | 1.0000 | 0.0326 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.9167 | 1.0000 | 0.0000 | 0.0000 | | coat hanger | 0.0058 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0422 | 0.3454 | 0.0209 | 0.1226 | +----------------+---------+---------+---------+---------+ 2024/02/27 02:19:29 - mmengine - INFO - Epoch(val) [5][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.0243 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3888 bag_AP_0.25: 0.0654 ball_AP_0.25: 0.0813 banister_AP_0.25: 0.0005 bar_AP_0.25: 0.0424 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0053 basket_AP_0.25: 0.0674 bathtub_AP_0.25: 0.8245 beam_AP_0.25: 0.0001 beanbag_AP_0.25: 0.6337 bed_AP_0.25: 0.8371 bench_AP_0.25: 0.3599 bicycle_AP_0.25: 0.1085 bidet_AP_0.25: 0.3750 bin_AP_0.25: 0.5078 blackboard_AP_0.25: 0.1024 blanket_AP_0.25: 0.1723 blinds_AP_0.25: 0.0048 board_AP_0.25: 0.0141 body loofah_AP_0.25: 0.0002 book_AP_0.25: 0.1431 bottle_AP_0.25: 0.0099 bowl_AP_0.25: 0.0221 box_AP_0.25: 0.1106 bread_AP_0.25: 0.0108 broom_AP_0.25: 0.0000 brush_AP_0.25: 0.0278 bucket_AP_0.25: 0.0967 cabinet_AP_0.25: 0.1964 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0065 candle_AP_0.25: 0.0029 candlestick_AP_0.25: 0.0015 car_AP_0.25: 0.0154 carpet_AP_0.25: 0.0004 cart_AP_0.25: 0.0092 case_AP_0.25: 0.0299 chair_AP_0.25: 0.8113 chandelier_AP_0.25: 0.0391 clock_AP_0.25: 0.0034 clothes_AP_0.25: 0.1165 clothes dryer_AP_0.25: 0.0685 coffee maker_AP_0.25: 0.2020 column_AP_0.25: 0.0076 commode_AP_0.25: 0.1615 computer_AP_0.25: 0.2213 conducting wire_AP_0.25: 0.0004 container_AP_0.25: 0.0041 copier_AP_0.25: 0.2266 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.5879 counter_AP_0.25: 0.0629 countertop_AP_0.25: 0.0497 crate_AP_0.25: 0.0286 crib_AP_0.25: 0.0326 cube_AP_0.25: 0.5000 cup_AP_0.25: 0.0113 curtain_AP_0.25: 0.1043 cushion_AP_0.25: 0.0317 decoration_AP_0.25: 0.0081 desk_AP_0.25: 0.4194 device_AP_0.25: 0.0183 dish rack_AP_0.25: 0.2005 dishwasher_AP_0.25: 0.0220 dispenser_AP_0.25: 0.3657 door_AP_0.25: 0.1370 doorframe_AP_0.25: 0.1817 doorway_AP_0.25: 0.0003 drawer_AP_0.25: 0.0050 dresser_AP_0.25: 0.2115 dumbbell_AP_0.25: 0.0128 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.2156 fan_AP_0.25: 0.0700 faucet_AP_0.25: 0.0063 fence_AP_0.25: 0.0005 file_AP_0.25: 0.0213 fire extinguisher_AP_0.25: 0.0001 fireplace_AP_0.25: 0.1460 flowerpot_AP_0.25: 0.0208 folder_AP_0.25: 0.0072 food_AP_0.25: 0.0466 footstool_AP_0.25: 0.0147 frame_AP_0.25: 0.0022 fruit_AP_0.25: 0.1022 furniture_AP_0.25: 0.0007 garage door_AP_0.25: 0.0379 garbage_AP_0.25: 0.1560 globe_AP_0.25: 0.0008 guitar_AP_0.25: 0.1954 hair dryer_AP_0.25: 0.0001 hamper_AP_0.25: 0.1238 hanger_AP_0.25: 0.0006 hat_AP_0.25: 0.0018 headboard_AP_0.25: 0.0876 headphones_AP_0.25: 0.0024 heater_AP_0.25: 0.1366 helmets_AP_0.25: 0.0001 holder_AP_0.25: 0.0107 jacket_AP_0.25: 0.2734 jalousie_AP_0.25: 0.0020 jar_AP_0.25: 0.0053 kettle_AP_0.25: 0.0198 keyboard_AP_0.25: 0.0739 kitchen island_AP_0.25: 0.2224 kitchenware_AP_0.25: 0.0855 ladder_AP_0.25: 0.0288 lamp_AP_0.25: 0.3476 laptop_AP_0.25: 0.1438 letter_AP_0.25: 0.9167 light_AP_0.25: 0.0237 luggage_AP_0.25: 0.0047 machine_AP_0.25: 0.0500 magazine_AP_0.25: 0.0087 mailbox_AP_0.25: 0.0125 mat_AP_0.25: 0.0004 menu_AP_0.25: 0.0044 microwave_AP_0.25: 0.2233 mirror_AP_0.25: 0.0845 monitor_AP_0.25: 0.4743 mop_AP_0.25: 0.0002 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.0178 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.1485 oven_AP_0.25: 0.1012 pack_AP_0.25: 0.0425 pan_AP_0.25: 0.0017 paper_AP_0.25: 0.0080 paper cutter_AP_0.25: 0.0463 partition_AP_0.25: 0.0083 person_AP_0.25: 0.0007 piano_AP_0.25: 0.0468 picture_AP_0.25: 0.0613 pillar_AP_0.25: 0.1487 pillow_AP_0.25: 0.4554 pipe_AP_0.25: 0.0001 pitcher_AP_0.25: 0.0048 plant_AP_0.25: 0.2010 plate_AP_0.25: 0.0027 player_AP_0.25: 0.0011 plunger_AP_0.25: 0.1371 pool_AP_0.25: 0.0067 pool table_AP_0.25: 0.3333 poster_AP_0.25: 0.0535 pot_AP_0.25: 0.0264 price tag_AP_0.25: 0.0003 printer_AP_0.25: 0.2845 projector_AP_0.25: 0.0179 purse_AP_0.25: 0.0001 rack_AP_0.25: 0.0136 radiator_AP_0.25: 0.2956 radio_AP_0.25: 0.0000 rail_AP_0.25: 0.0030 range hood_AP_0.25: 0.1818 refrigerator_AP_0.25: 0.2735 remote control_AP_0.25: 0.0015 roll_AP_0.25: 0.0200 roof_AP_0.25: 0.0007 sack_AP_0.25: 0.3074 scale_AP_0.25: 0.2377 screen_AP_0.25: 0.0000 sheet_AP_0.25: 0.0003 shelf_AP_0.25: 0.2938 shoe_AP_0.25: 0.0990 shower_AP_0.25: 0.0105 sign_AP_0.25: 0.0014 sink_AP_0.25: 0.5572 soap dish_AP_0.25: 0.0598 soap dispenser_AP_0.25: 0.5908 socket_AP_0.25: 0.0000 speaker_AP_0.25: 0.0044 stairs_AP_0.25: 0.0720 stall_AP_0.25: 0.2120 stand_AP_0.25: 0.4570 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0529 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.2184 stopcock_AP_0.25: 0.0481 stove_AP_0.25: 0.1797 structure_AP_0.25: 0.0001 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0000 table_AP_0.25: 0.4989 tablet_AP_0.25: 0.0084 teapot_AP_0.25: 0.0104 telephone_AP_0.25: 0.0503 tissue_AP_0.25: 0.0108 tissue box_AP_0.25: 0.0085 toaster_AP_0.25: 0.0078 toilet_AP_0.25: 0.8042 toilet paper_AP_0.25: 0.1564 toiletry_AP_0.25: 0.0027 towel_AP_0.25: 0.1731 toy_AP_0.25: 0.0061 tray_AP_0.25: 0.0013 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.2633 umbrella_AP_0.25: 0.0004 vacuum cleaner_AP_0.25: 0.0394 vanity_AP_0.25: 0.3128 vase_AP_0.25: 0.0298 wardrobe_AP_0.25: 0.1104 washbasin_AP_0.25: 0.0254 washing machine_AP_0.25: 0.2466 water cooler_AP_0.25: 0.0117 water heater_AP_0.25: 0.5189 window_AP_0.25: 0.0735 window frame_AP_0.25: 0.0330 windowsill_AP_0.25: 0.0523 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0006 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0058 coil_AP_0.25: 0.0029 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.0234 humidifier_AP_0.25: 0.1250 ledge_AP_0.25: 0.0570 salt_AP_0.25: 0.0406 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0005 arch_AP_0.25: 0.0058 glove_AP_0.25: 0.0044 wire_AP_0.25: 0.0002 drum_AP_0.25: 0.0000 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0023 vent_AP_0.25: 0.0000 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0000 pad_AP_0.25: 0.0000 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0000 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.0089 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0077 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0005 seasoning_AP_0.25: 0.0000 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0000 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0025 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0000 mAP_0.25: 0.0934 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.4000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8710 bag_rec_0.25: 0.7472 ball_rec_0.25: 0.6190 banister_rec_0.25: 0.4000 bar_rec_0.25: 0.2000 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.5294 basket_rec_0.25: 0.7217 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.1818 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9349 bench_rec_0.25: 0.8491 bicycle_rec_0.25: 1.0000 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.9093 blackboard_rec_0.25: 0.6154 blanket_rec_0.25: 0.8100 blinds_rec_0.25: 0.4400 board_rec_0.25: 0.6290 body loofah_rec_0.25: 0.5000 book_rec_0.25: 0.4643 bottle_rec_0.25: 0.3008 bowl_rec_0.25: 0.4203 box_rec_0.25: 0.5618 bread_rec_0.25: 0.4000 broom_rec_0.25: 0.0714 brush_rec_0.25: 0.5000 bucket_rec_0.25: 0.8205 cabinet_rec_0.25: 0.8306 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.3333 candle_rec_0.25: 0.2778 candlestick_rec_0.25: 0.3333 car_rec_0.25: 0.4286 carpet_rec_0.25: 0.0595 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4124 chair_rec_0.25: 0.9268 chandelier_rec_0.25: 0.5238 clock_rec_0.25: 0.1489 clothes_rec_0.25: 0.6561 clothes dryer_rec_0.25: 0.8000 coffee maker_rec_0.25: 0.7586 column_rec_0.25: 0.5000 commode_rec_0.25: 0.9423 computer_rec_0.25: 0.7797 conducting wire_rec_0.25: 0.3333 container_rec_0.25: 0.6271 copier_rec_0.25: 0.9167 cosmetics_rec_0.25: 0.0000 couch_rec_0.25: 0.9008 counter_rec_0.25: 0.4862 countertop_rec_0.25: 0.3214 crate_rec_0.25: 1.0000 crib_rec_0.25: 1.0000 cube_rec_0.25: 1.0000 cup_rec_0.25: 0.1525 curtain_rec_0.25: 0.8554 cushion_rec_0.25: 0.7843 decoration_rec_0.25: 0.4143 desk_rec_0.25: 0.9318 device_rec_0.25: 0.5455 dish rack_rec_0.25: 0.4000 dishwasher_rec_0.25: 0.5000 dispenser_rec_0.25: 0.7727 door_rec_0.25: 0.7722 doorframe_rec_0.25: 0.8803 doorway_rec_0.25: 0.4444 drawer_rec_0.25: 0.7222 dresser_rec_0.25: 0.9444 dumbbell_rec_0.25: 0.3333 dvd_rec_0.25: 0.0000 excercise equipment_rec_0.25: 0.8000 fan_rec_0.25: 0.5000 faucet_rec_0.25: 0.2128 fence_rec_0.25: 0.1667 file_rec_0.25: 0.3235 fire extinguisher_rec_0.25: 0.2000 fireplace_rec_0.25: 0.6429 flowerpot_rec_0.25: 0.5098 folder_rec_0.25: 0.5714 food_rec_0.25: 0.1818 footstool_rec_0.25: 0.5000 frame_rec_0.25: 0.2653 fruit_rec_0.25: 0.5000 furniture_rec_0.25: 0.5000 garage door_rec_0.25: 0.3333 garbage_rec_0.25: 0.8750 globe_rec_0.25: 1.0000 guitar_rec_0.25: 0.5833 hair 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0.1667 person_rec_0.25: 0.5000 piano_rec_0.25: 0.8000 picture_rec_0.25: 0.2843 pillar_rec_0.25: 0.7674 pillow_rec_0.25: 0.8508 pipe_rec_0.25: 0.1923 pitcher_rec_0.25: 1.0000 plant_rec_0.25: 0.7575 plate_rec_0.25: 0.2500 player_rec_0.25: 0.2500 plunger_rec_0.25: 1.0000 pool_rec_0.25: 0.5000 pool table_rec_0.25: 0.3333 poster_rec_0.25: 0.1364 pot_rec_0.25: 0.5926 price tag_rec_0.25: 0.2857 printer_rec_0.25: 0.8571 projector_rec_0.25: 0.5000 purse_rec_0.25: 0.3333 rack_rec_0.25: 0.7500 radiator_rec_0.25: 0.7955 radio_rec_0.25: 0.0000 rail_rec_0.25: 0.3594 range hood_rec_0.25: 0.7143 refrigerator_rec_0.25: 0.8800 remote control_rec_0.25: 0.0357 roll_rec_0.25: 0.4000 roof_rec_0.25: 0.3333 sack_rec_0.25: 0.7143 scale_rec_0.25: 0.5455 screen_rec_0.25: 0.0000 sheet_rec_0.25: 1.0000 shelf_rec_0.25: 0.7626 shoe_rec_0.25: 0.4860 shower_rec_0.25: 0.3333 sign_rec_0.25: 0.2667 sink_rec_0.25: 0.8792 soap dish_rec_0.25: 0.6000 soap dispenser_rec_0.25: 0.8148 socket_rec_0.25: 0.0092 speaker_rec_0.25: 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0.1205 cushion_rec_0.50: 0.2353 decoration_rec_0.50: 0.0929 desk_rec_0.50: 0.6477 device_rec_0.50: 0.2727 dish rack_rec_0.50: 0.4000 dishwasher_rec_0.50: 0.1000 dispenser_rec_0.50: 0.4318 door_rec_0.50: 0.1847 doorframe_rec_0.50: 0.2817 doorway_rec_0.50: 0.0000 drawer_rec_0.50: 0.5000 dresser_rec_0.50: 0.8148 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.2500 fan_rec_0.50: 0.0000 faucet_rec_0.50: 0.0213 fence_rec_0.50: 0.0000 file_rec_0.50: 0.1765 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.1071 flowerpot_rec_0.50: 0.1765 folder_rec_0.50: 0.0714 food_rec_0.50: 0.0000 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.0408 fruit_rec_0.50: 0.0714 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.0000 garbage_rec_0.50: 0.6250 globe_rec_0.50: 0.0000 guitar_rec_0.50: 0.2500 hair dryer_rec_0.50: 0.0000 hamper_rec_0.50: 0.9091 hanger_rec_0.50: 0.0833 hat_rec_0.50: 0.2222 headboard_rec_0.50: 0.0000 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.3448 helmets_rec_0.50: 0.0000 holder_rec_0.50: 0.1111 jacket_rec_0.50: 0.3750 jalousie_rec_0.50: 0.5000 jar_rec_0.50: 0.3846 kettle_rec_0.50: 0.2778 keyboard_rec_0.50: 0.0000 kitchen island_rec_0.50: 0.7143 kitchenware_rec_0.50: 0.0652 ladder_rec_0.50: 0.2353 lamp_rec_0.50: 0.2687 laptop_rec_0.50: 0.2174 letter_rec_0.50: 0.0000 light_rec_0.50: 0.0342 luggage_rec_0.50: 0.0000 machine_rec_0.50: 0.2632 magazine_rec_0.50: 0.2000 mailbox_rec_0.50: 0.2000 mat_rec_0.50: 0.0000 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.4898 mirror_rec_0.50: 0.0718 monitor_rec_0.50: 0.3051 mop_rec_0.50: 0.0000 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.0000 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.7222 oven_rec_0.50: 0.2143 pack_rec_0.50: 0.1333 pan_rec_0.50: 0.0588 paper_rec_0.50: 0.0328 paper cutter_rec_0.50: 0.0000 partition_rec_0.50: 0.0000 person_rec_0.50: 0.3333 piano_rec_0.50: 0.6000 picture_rec_0.50: 0.0551 pillar_rec_0.50: 0.1860 pillow_rec_0.50: 0.3389 pipe_rec_0.50: 0.0385 pitcher_rec_0.50: 0.6667 plant_rec_0.50: 0.2933 plate_rec_0.50: 0.0769 player_rec_0.50: 0.0000 plunger_rec_0.50: 0.6000 pool_rec_0.50: 0.5000 pool table_rec_0.50: 0.0000 poster_rec_0.50: 0.0000 pot_rec_0.50: 0.2963 price tag_rec_0.50: 0.0000 printer_rec_0.50: 0.4898 projector_rec_0.50: 0.5000 purse_rec_0.50: 0.1667 rack_rec_0.50: 0.2308 radiator_rec_0.50: 0.3750 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0000 range hood_rec_0.50: 0.1429 refrigerator_rec_0.50: 0.4600 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.0000 roof_rec_0.50: 0.0833 sack_rec_0.50: 0.4286 scale_rec_0.50: 0.4545 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.3489 shoe_rec_0.50: 0.1495 shower_rec_0.50: 0.1667 sign_rec_0.50: 0.0667 sink_rec_0.50: 0.4000 soap dish_rec_0.50: 0.2000 soap dispenser_rec_0.50: 0.3333 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.2727 stairs_rec_0.50: 0.0972 stall_rec_0.50: 0.2353 stand_rec_0.50: 0.6768 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.2632 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.5630 stopcock_rec_0.50: 0.0370 stove_rec_0.50: 0.3611 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.7213 tablet_rec_0.50: 0.2500 teapot_rec_0.50: 0.3333 telephone_rec_0.50: 0.0667 tissue_rec_0.50: 0.0769 tissue box_rec_0.50: 0.1875 toaster_rec_0.50: 0.4000 toilet_rec_0.50: 0.7612 toilet paper_rec_0.50: 0.1371 toiletry_rec_0.50: 0.1304 towel_rec_0.50: 0.1905 toy_rec_0.50: 0.1061 tray_rec_0.50: 0.0000 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.2970 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.2857 vanity_rec_0.50: 0.7143 vase_rec_0.50: 0.2200 wardrobe_rec_0.50: 0.4578 washbasin_rec_0.50: 0.2667 washing machine_rec_0.50: 0.6429 water cooler_rec_0.50: 1.0000 water heater_rec_0.50: 1.0000 window_rec_0.50: 0.0909 window frame_rec_0.50: 0.1010 windowsill_rec_0.50: 0.0435 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.1667 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.0000 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.0000 arch_rec_0.50: 0.2000 glove_rec_0.50: 0.3333 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.0000 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.0000 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.1936 data_time: 5.5207 time: 5.9118 2024/02/27 02:22:43 - mmengine - INFO - Epoch(train) [6][ 50/973] lr: 1.0000e-03 eta: 6:43:12 time: 3.8715 data_time: 0.2195 memory: 17982 grad_norm: 0.3177 loss: 1.5469 loss_center: 0.6716 loss_bbox: 0.3167 loss_cls: 0.5586 2024/02/27 02:25:33 - mmengine - INFO - Epoch(train) [6][100/973] lr: 1.0000e-03 eta: 6:40:01 time: 3.4029 data_time: 0.1039 memory: 17063 grad_norm: 0.3247 loss: 1.6461 loss_center: 0.6858 loss_bbox: 0.3754 loss_cls: 0.5849 2024/02/27 02:27:43 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 02:28:38 - mmengine - INFO - Epoch(train) [6][150/973] lr: 1.0000e-03 eta: 6:37:11 time: 3.7060 data_time: 0.1220 memory: 19815 grad_norm: 0.4002 loss: 1.4393 loss_center: 0.5954 loss_bbox: 0.3279 loss_cls: 0.5159 2024/02/27 02:31:34 - mmengine - INFO - Epoch(train) [6][200/973] lr: 1.0000e-03 eta: 6:34:08 time: 3.5129 data_time: 0.2719 memory: 14472 grad_norm: 0.3197 loss: 1.5211 loss_center: 0.6543 loss_bbox: 0.3280 loss_cls: 0.5387 2024/02/27 02:34:35 - mmengine - INFO - Epoch(train) [6][250/973] lr: 1.0000e-03 eta: 6:31:12 time: 3.6285 data_time: 0.9185 memory: 16749 grad_norm: 0.3499 loss: 1.4597 loss_center: 0.6109 loss_bbox: 0.3414 loss_cls: 0.5074 2024/02/27 02:37:25 - mmengine - INFO - Epoch(train) [6][300/973] lr: 1.0000e-03 eta: 6:28:02 time: 3.3907 data_time: 0.2603 memory: 20911 grad_norm: 0.3206 loss: 1.5100 loss_center: 0.6536 loss_bbox: 0.3268 loss_cls: 0.5296 2024/02/27 02:40:28 - mmengine - INFO - Epoch(train) [6][350/973] lr: 1.0000e-03 eta: 6:25:09 time: 3.6676 data_time: 0.3019 memory: 16374 grad_norm: 0.3517 loss: 1.5048 loss_center: 0.6460 loss_bbox: 0.3145 loss_cls: 0.5443 2024/02/27 02:43:30 - mmengine - INFO - Epoch(train) [6][400/973] lr: 1.0000e-03 eta: 6:22:13 time: 3.6280 data_time: 0.2713 memory: 18342 grad_norm: 0.3396 loss: 1.4494 loss_center: 0.6209 loss_bbox: 0.3240 loss_cls: 0.5044 2024/02/27 02:46:20 - mmengine - INFO - Epoch(train) [6][450/973] lr: 1.0000e-03 eta: 6:19:04 time: 3.4051 data_time: 0.1189 memory: 20002 grad_norm: 0.3595 loss: 1.4402 loss_center: 0.6328 loss_bbox: 0.3095 loss_cls: 0.4979 2024/02/27 02:49:15 - mmengine - INFO - Epoch(train) [6][500/973] lr: 1.0000e-03 eta: 6:16:01 time: 3.5072 data_time: 0.2977 memory: 21390 grad_norm: 0.3477 loss: 1.4781 loss_center: 0.6252 loss_bbox: 0.3304 loss_cls: 0.5225 2024/02/27 02:52:17 - mmengine - INFO - Epoch(train) [6][550/973] lr: 1.0000e-03 eta: 6:13:05 time: 3.6252 data_time: 0.1080 memory: 17668 grad_norm: 0.3458 loss: 1.4910 loss_center: 0.6315 loss_bbox: 0.3499 loss_cls: 0.5096 2024/02/27 02:55:11 - mmengine - INFO - Epoch(train) [6][600/973] lr: 1.0000e-03 eta: 6:10:01 time: 3.4870 data_time: 0.1103 memory: 15318 grad_norm: 0.3371 loss: 1.4765 loss_center: 0.6410 loss_bbox: 0.3305 loss_cls: 0.5051 2024/02/27 02:58:04 - mmengine - INFO - Epoch(train) [6][650/973] lr: 1.0000e-03 eta: 6:06:56 time: 3.4542 data_time: 0.1046 memory: 17323 grad_norm: 0.3378 loss: 1.4727 loss_center: 0.6580 loss_bbox: 0.2816 loss_cls: 0.5331 2024/02/27 03:00:53 - mmengine - INFO - Epoch(train) [6][700/973] lr: 1.0000e-03 eta: 6:03:46 time: 3.3802 data_time: 0.3312 memory: 18387 grad_norm: 0.3411 loss: 1.3344 loss_center: 0.5786 loss_bbox: 0.3040 loss_cls: 0.4517 2024/02/27 03:03:56 - mmengine - INFO - Epoch(train) [6][750/973] lr: 1.0000e-03 eta: 6:00:53 time: 3.6617 data_time: 1.5768 memory: 15866 grad_norm: 0.3427 loss: 1.3680 loss_center: 0.5991 loss_bbox: 0.2865 loss_cls: 0.4824 2024/02/27 03:07:01 - mmengine - INFO - Epoch(train) [6][800/973] lr: 1.0000e-03 eta: 5:58:02 time: 3.7118 data_time: 0.2596 memory: 15396 grad_norm: 0.3501 loss: 1.4368 loss_center: 0.6163 loss_bbox: 0.3294 loss_cls: 0.4911 2024/02/27 03:09:52 - mmengine - INFO - Epoch(train) [6][850/973] lr: 1.0000e-03 eta: 5:54:54 time: 3.4091 data_time: 0.5254 memory: 15535 grad_norm: 0.3358 loss: 1.4154 loss_center: 0.6154 loss_bbox: 0.3060 loss_cls: 0.4940 2024/02/27 03:12:45 - mmengine - INFO - Epoch(train) [6][900/973] lr: 1.0000e-03 eta: 5:51:50 time: 3.4545 data_time: 1.0930 memory: 20945 grad_norm: 0.3360 loss: 1.4175 loss_center: 0.6236 loss_bbox: 0.2985 loss_cls: 0.4954 2024/02/27 03:15:57 - mmengine - INFO - Epoch(train) [6][950/973] lr: 1.0000e-03 eta: 5:49:05 time: 3.8505 data_time: 0.0905 memory: 18208 grad_norm: 0.3452 loss: 1.4853 loss_center: 0.6676 loss_bbox: 0.2961 loss_cls: 0.5216 2024/02/27 03:17:12 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 03:17:12 - mmengine - INFO - Saving checkpoint at 6 epochs 2024/02/27 03:19:23 - mmengine - INFO - Epoch(val) [6][ 50/103] eta: 0:02:10 time: 2.4564 data_time: 2.0743 memory: 16123 2024/02/27 03:26:58 - mmengine - INFO - Epoch(val) [6][100/103] eta: 0:00:17 time: 9.0931 data_time: 8.7062 memory: 4446 2024/02/27 03:32:35 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.0570 | 0.4000 | 0.0500 | 0.2000 | | arch | 0.0382 | 0.5000 | 0.0010 | 0.1667 | | backpack | 0.3621 | 0.8710 | 0.2624 | 0.6935 | | bag | 0.0920 | 0.7921 | 0.0256 | 0.3708 | | balcony | 0.0013 | 1.0000 | 0.0000 | 0.0000 | | ball | 0.2533 | 0.6667 | 0.2327 | 0.4286 | | banister | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | bar | 0.0686 | 0.1667 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0026 | 0.3529 | 0.0022 | 0.1176 | | basket | 0.0780 | 0.7391 | 0.0393 | 0.4435 | | bathtub | 0.8269 | 0.8769 | 0.7414 | 0.7846 | | beam | 0.0001 | 0.1818 | 0.0000 | 0.0000 | | bed | 0.8559 | 0.9467 | 0.5602 | 0.7160 | | bench | 0.3976 | 0.8491 | 0.2751 | 0.5472 | | bicycle | 0.2320 | 0.8333 | 0.0000 | 0.1667 | | bidet | 0.4444 | 0.6667 | 0.3342 | 0.6667 | | bin | 0.6007 | 0.8952 | 0.4409 | 0.7110 | | blackboard | 0.2177 | 0.7564 | 0.0266 | 0.2436 | | blanket | 0.2255 | 0.8700 | 0.0106 | 0.1600 | | blinds | 0.0136 | 0.6200 | 0.0003 | 0.1200 | | board | 0.0281 | 0.7419 | 0.0022 | 0.2903 | | body loofah | 0.0040 | 1.0000 | 0.0000 | 0.0000 | | book | 0.1684 | 0.4965 | 0.0197 | 0.1161 | | bottle | 0.0196 | 0.2981 | 0.0004 | 0.0529 | | bowl | 0.0729 | 0.4783 | 0.0136 | 0.2029 | | box | 0.1411 | 0.6132 | 0.0459 | 0.2868 | | broom | 0.0001 | 0.0714 | 0.0000 | 0.0000 | | brush | 0.0993 | 0.5000 | 0.0000 | 0.0000 | | bucket | 0.0676 | 0.8205 | 0.0367 | 0.6667 | | cabinet | 0.2333 | 0.8722 | 0.1126 | 0.5319 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0027 | 0.3333 | 0.0000 | 0.0000 | | carpet | 0.0053 | 0.1786 | 0.0000 | 0.0238 | | case | 0.0412 | 0.4407 | 0.0279 | 0.1751 | | chair | 0.8269 | 0.9262 | 0.6870 | 0.8061 | | chandelier | 0.0691 | 0.6190 | 0.0105 | 0.1905 | | clock | 0.0442 | 0.3617 | 0.0062 | 0.1064 | | clothes | 0.1365 | 0.7006 | 0.0404 | 0.3121 | | clothes dryer | 0.0591 | 0.9333 | 0.0419 | 0.6667 | | coffee maker | 0.1638 | 0.8276 | 0.0231 | 0.3103 | | column | 0.0288 | 0.5789 | 0.0168 | 0.2632 | | commode | 0.2371 | 0.9423 | 0.2215 | 0.8269 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | container | 0.0052 | 0.6271 | 0.0012 | 0.2034 | | copier | 0.6384 | 0.9167 | 0.3740 | 0.9167 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | couch | 0.6023 | 0.9050 | 0.4642 | 0.7603 | | counter | 0.0514 | 0.5505 | 0.0041 | 0.1101 | | countertop | 0.0924 | 0.6429 | 0.0030 | 0.0357 | | crate | 0.1104 | 1.0000 | 0.0472 | 0.7143 | | crib | 0.5500 | 1.0000 | 0.5500 | 1.0000 | | cup | 0.0106 | 0.1949 | 0.0000 | 0.0169 | | curtain | 0.3761 | 0.8494 | 0.0422 | 0.3645 | | cushion | 0.0458 | 0.7647 | 0.0185 | 0.3333 | | decoration | 0.0183 | 0.4714 | 0.0029 | 0.1214 | | desk | 0.4681 | 0.9432 | 0.3171 | 0.7386 | | device | 0.0931 | 0.4545 | 0.0909 | 0.0909 | | dish rack | 0.2103 | 0.8000 | 0.2000 | 0.2000 | | dishwasher | 0.0053 | 0.7000 | 0.0002 | 0.2000 | | dispenser | 0.5050 | 0.9091 | 0.3070 | 0.5000 | | door | 0.3083 | 0.8177 | 0.0253 | 0.2980 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | doorframe | 0.3620 | 0.8856 | 0.1053 | 0.5018 | | drawer | 0.0035 | 0.7222 | 0.0012 | 0.5556 | | dresser | 0.2421 | 0.9444 | 0.2300 | 0.8519 | | dumbbell | 0.0007 | 0.3333 | 0.0000 | 0.0000 | | excercise equipment | 0.1478 | 0.8500 | 0.0115 | 0.2500 | | fan | 0.3907 | 0.8281 | 0.0163 | 0.0625 | | faucet | 0.0075 | 0.3191 | 0.0000 | 0.0213 | | file | 0.0586 | 0.5588 | 0.0205 | 0.2941 | | fire extinguisher | 0.0004 | 0.2000 | 0.0000 | 0.0000 | | fireplace | 0.1186 | 0.6429 | 0.0005 | 0.0714 | | flowerpot | 0.0225 | 0.5490 | 0.0074 | 0.2549 | | flush | 0.0185 | 0.5000 | 0.0000 | 0.0000 | | folder | 0.0048 | 0.5000 | 0.0000 | 0.0000 | | food | 0.0011 | 0.1818 | 0.0000 | 0.0000 | | frame | 0.0203 | 0.3265 | 0.0023 | 0.1020 | | fruit | 0.1470 | 0.5000 | 0.0011 | 0.1429 | | furniture | 0.0005 | 0.5000 | 0.0002 | 0.3333 | | garbage | 0.1233 | 0.8750 | 0.0678 | 0.7500 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0494 | 0.6667 | 0.0139 | 0.3333 | | grab bar | 0.3113 | 0.7500 | 0.0000 | 0.0000 | | guitar | 0.1499 | 0.5833 | 0.0088 | 0.1667 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hanger | 0.0002 | 0.0833 | 0.0000 | 0.0000 | | hat | 0.0002 | 0.2222 | 0.0000 | 0.0000 | | heater | 0.2686 | 0.8448 | 0.0555 | 0.3966 | | helmets | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.0876 | 0.5556 | 0.0013 | 0.1111 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.3656 | 0.9167 | 0.2842 | 0.5417 | | jalousie | 0.0346 | 1.0000 | 0.0333 | 0.5000 | | jar | 0.0100 | 0.6154 | 0.0062 | 0.3077 | | kettle | 0.0348 | 0.6667 | 0.0049 | 0.2778 | | kitchenware | 0.0627 | 0.5652 | 0.0078 | 0.1522 | | ladder | 0.0800 | 0.5294 | 0.0549 | 0.2941 | | lamp | 0.4309 | 0.7075 | 0.1662 | 0.3463 | | laptop | 0.1836 | 0.6522 | 0.0850 | 0.2174 | | ledge | 0.0536 | 0.5000 | 0.0000 | 0.0000 | | light | 0.0348 | 0.2436 | 0.0016 | 0.0598 | | machine | 0.1690 | 0.8947 | 0.0067 | 0.4737 | | magazine | 0.0118 | 0.2000 | 0.0118 | 0.2000 | | mailbox | 0.0259 | 1.0000 | 0.0000 | 0.0000 | | mat | 0.0032 | 0.3243 | 0.0001 | 0.0541 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3664 | 0.7959 | 0.2193 | 0.5918 | | mirror | 0.1553 | 0.7127 | 0.0049 | 0.1381 | | molding | 0.0007 | 1.0000 | 0.0000 | 0.0000 | | mop | 0.0068 | 0.3333 | 0.0068 | 0.3333 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ottoman | 0.1266 | 0.8889 | 0.1041 | 0.7222 | | oven | 0.2341 | 0.7143 | 0.0987 | 0.3214 | | pack | 0.0277 | 0.8000 | 0.0036 | 0.2000 | | pan | 0.0037 | 0.5882 | 0.0001 | 0.1765 | | paper | 0.0070 | 0.1313 | 0.0020 | 0.0507 | | paper cutter | 0.3233 | 1.0000 | 0.0034 | 0.3333 | | partition | 0.0032 | 0.3333 | 0.0000 | 0.0000 | | person | 0.0083 | 0.5000 | 0.0000 | 0.0000 | | piano | 0.0177 | 0.8000 | 0.0086 | 0.6000 | | picture | 0.1339 | 0.3849 | 0.0128 | 0.1049 | | pillar | 0.3840 | 0.7442 | 0.1903 | 0.5116 | | pillow | 0.5320 | 0.8577 | 0.1344 | 0.3961 | | pipe | 0.0003 | 0.2692 | 0.0000 | 0.0385 | | plant | 0.2536 | 0.7921 | 0.0770 | 0.3580 | | plate | 0.0121 | 0.3654 | 0.0041 | 0.1154 | | plug | 0.0004 | 0.0526 | 0.0000 | 0.0000 | | plunger | 0.3061 | 1.0000 | 0.0046 | 0.4000 | | pool | 0.0259 | 1.0000 | 0.0250 | 0.5000 | | poster | 0.0717 | 0.1667 | 0.0000 | 0.0000 | | pot | 0.0598 | 0.7407 | 0.0451 | 0.4444 | | price tag | 0.0008 | 0.4286 | 0.0000 | 0.0000 | | printer | 0.4181 | 0.8571 | 0.2909 | 0.6735 | | purse | 0.0004 | 0.6667 | 0.0002 | 0.5000 | | rack | 0.0147 | 0.6731 | 0.0066 | 0.3846 | | radiator | 0.3342 | 0.8182 | 0.1349 | 0.4659 | | rail | 0.0235 | 0.4688 | 0.0000 | 0.0312 | | range hood | 0.3084 | 0.7857 | 0.0245 | 0.1429 | | refrigerator | 0.2744 | 0.8800 | 0.2453 | 0.6600 | | remote control | 0.0007 | 0.0357 | 0.0000 | 0.0000 | | rod | 0.0005 | 0.0500 | 0.0000 | 0.0000 | | roll | 0.0353 | 0.4000 | 0.0001 | 0.1000 | | roof | 0.0005 | 0.3333 | 0.0002 | 0.0417 | | sack | 0.2591 | 1.0000 | 0.2468 | 0.7143 | | scale | 0.1870 | 0.5455 | 0.0939 | 0.3636 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shelf | 0.3478 | 0.7860 | 0.1202 | 0.3939 | | shoe | 0.0928 | 0.3738 | 0.0263 | 0.1308 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shower | 0.0549 | 0.3667 | 0.0454 | 0.2333 | | sign | 0.0037 | 0.4000 | 0.0011 | 0.0667 | | sink | 0.6670 | 0.8917 | 0.2825 | 0.5000 | | soap | 0.0034 | 0.3333 | 0.0000 | 0.0000 | | soap dish | 0.2350 | 0.4667 | 0.0067 | 0.0667 | | soap dispenser | 0.6479 | 0.8889 | 0.3834 | 0.5926 | | socket | 0.0002 | 0.0138 | 0.0000 | 0.0000 | | speaker | 0.0030 | 0.5000 | 0.0024 | 0.3636 | | stairs | 0.0558 | 0.5139 | 0.0011 | 0.0694 | | stall | 0.3279 | 1.0000 | 0.2275 | 0.3529 | | stand | 0.5273 | 0.9024 | 0.3835 | 0.7439 | | statue | 0.0293 | 0.5789 | 0.0164 | 0.3158 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stool | 0.2692 | 0.8319 | 0.1970 | 0.6471 | | stopcock | 0.0653 | 0.2222 | 0.0001 | 0.0370 | | stove | 0.2075 | 0.8056 | 0.0882 | 0.3056 | | structure | 0.0001 | 0.5000 | 0.0000 | 0.0000 | | switch | 0.0000 | 0.0196 | 0.0000 | 0.0000 | | table | 0.5395 | 0.8976 | 0.4449 | 0.7685 | | teapot | 0.0057 | 0.7778 | 0.0013 | 0.3333 | | telephone | 0.0756 | 0.3667 | 0.0123 | 0.1333 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tissue | 0.0840 | 0.4615 | 0.0016 | 0.0769 | | tissue box | 0.0068 | 0.5938 | 0.0006 | 0.1875 | | toaster | 0.0142 | 0.7000 | 0.0010 | 0.3000 | | toilet | 0.8498 | 0.8881 | 0.7352 | 0.7910 | | toilet paper | 0.2835 | 0.6290 | 0.0302 | 0.1613 | | toiletry | 0.0073 | 0.4348 | 0.0001 | 0.0870 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.2585 | 0.6327 | 0.0962 | 0.2653 | | toy | 0.0052 | 0.5303 | 0.0004 | 0.1970 | | tray | 0.0094 | 0.5714 | 0.0065 | 0.2857 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tv | 0.3293 | 0.7723 | 0.1458 | 0.4554 | | umbrella | 0.0003 | 0.4000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.1574 | 0.8571 | 0.1288 | 0.4286 | | vanity | 0.5582 | 0.9286 | 0.3532 | 0.7143 | | vase | 0.0431 | 0.5000 | 0.0315 | 0.2600 | | vent | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wardrobe | 0.1616 | 0.8795 | 0.0878 | 0.5181 | | washbasin | 0.1351 | 0.4000 | 0.1345 | 0.3333 | | washing machine | 0.2773 | 0.8929 | 0.2336 | 0.6429 | | water cooler | 0.2500 | 0.5000 | 0.2500 | 0.5000 | | water heater | 0.5588 | 1.0000 | 0.5088 | 1.0000 | | window | 0.1913 | 0.7106 | 0.0181 | 0.1833 | | window frame | 0.0541 | 0.7071 | 0.0068 | 0.2525 | | windowsill | 0.0939 | 0.6739 | 0.0016 | 0.1957 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.1113 | 0.6000 | 0.0000 | 0.0000 | | coat hanger | 0.0303 | 1.0000 | 0.0303 | 1.0000 | | doorway | 0.0001 | 0.2222 | 0.0000 | 0.0000 | | footstool | 0.0034 | 0.5000 | 0.0034 | 0.5000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | monitor | 0.6500 | 0.8870 | 0.2102 | 0.5028 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0037 | 1.0000 | 0.0007 | 0.3333 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | car | 0.0361 | 0.5714 | 0.0000 | 0.0000 | | napkins | 0.0303 | 0.6667 | 0.0303 | 0.6667 | | tablet | 0.0247 | 0.5000 | 0.0227 | 0.2500 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beanbag | 0.5001 | 1.0000 | 0.5001 | 1.0000 | | cart | 0.0164 | 0.7500 | 0.0164 | 0.7500 | | computer | 0.2215 | 0.8305 | 0.0710 | 0.3390 | | cube | 0.0476 | 1.0000 | 0.0476 | 1.0000 | | garage door | 0.0094 | 0.5000 | 0.0000 | 0.0000 | | globe | 0.0029 | 1.0000 | 0.0029 | 1.0000 | | hamper | 0.1876 | 1.0000 | 0.1705 | 0.8182 | | headboard | 0.0743 | 0.3750 | 0.0417 | 0.1250 | | humidifier | 0.5000 | 0.5000 | 0.0000 | 0.0000 | | kitchen island | 0.3590 | 0.8571 | 0.3590 | 0.8571 | | luggage | 0.0634 | 1.0000 | 0.0026 | 0.3333 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0208 | 0.3333 | 0.0208 | 0.3333 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | sunglasses | 0.0127 | 0.6154 | 0.0003 | 0.1538 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | keyboard | 0.0969 | 0.2195 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tool | 0.0006 | 0.1667 | 0.0006 | 0.1667 | | projector | 0.0023 | 0.5000 | 0.0023 | 0.5000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candlestick | 0.0722 | 1.0000 | 0.0000 | 0.0000 | | coil | 0.0004 | 0.1667 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fence | 0.0005 | 0.1667 | 0.0000 | 0.0000 | | headphones | 0.0217 | 0.6000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | salt | 0.1111 | 1.0000 | 0.0000 | 0.0000 | | player | 0.0022 | 0.2500 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0479 | 0.2500 | 0.0010 | 0.0833 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | menu | 0.0036 | 0.1429 | 0.0000 | 0.0000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.3143 | 1.0000 | 0.1125 | 0.7500 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1225 | 0.5022 | 0.0629 | 0.2400 | +---------------------+---------+---------+---------+---------+ 2024/02/27 03:32:35 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8269 | 0.9262 | 0.6870 | 0.8061 | | picture | 0.1339 | 0.3849 | 0.0128 | 0.1049 | | door | 0.3083 | 0.8177 | 0.0253 | 0.2980 | | pillow | 0.5320 | 0.8577 | 0.1344 | 0.3961 | | cabinet | 0.2333 | 0.8722 | 0.1126 | 0.5319 | | table | 0.5395 | 0.8976 | 0.4449 | 0.7685 | | book | 0.1684 | 0.4965 | 0.0197 | 0.1161 | | window | 0.1913 | 0.7106 | 0.0181 | 0.1833 | | box | 0.1411 | 0.6132 | 0.0459 | 0.2868 | | doorframe | 0.3620 | 0.8856 | 0.1053 | 0.5018 | | shelf | 0.3478 | 0.7860 | 0.1202 | 0.3939 | | light | 0.0348 | 0.2436 | 0.0016 | 0.0598 | | plant | 0.2536 | 0.7921 | 0.0770 | 0.3580 | | paper | 0.0070 | 0.1313 | 0.0020 | 0.0507 | | bin | 0.6007 | 0.8952 | 0.4409 | 0.7110 | | curtain | 0.3761 | 0.8494 | 0.0422 | 0.3645 | | bottle | 0.0196 | 0.2981 | 0.0004 | 0.0529 | | lamp | 0.4309 | 0.7075 | 0.1662 | 0.3463 | | couch | 0.6023 | 0.9050 | 0.4642 | 0.7603 | | towel | 0.2585 | 0.6327 | 0.0962 | 0.2653 | | sink | 0.6670 | 0.8917 | 0.2825 | 0.5000 | | socket | 0.0002 | 0.0138 | 0.0000 | 0.0000 | | clothes | 0.1365 | 0.7006 | 0.0404 | 0.3121 | | desk | 0.4681 | 0.9432 | 0.3171 | 0.7386 | | stand | 0.5273 | 0.9024 | 0.3835 | 0.7439 | | monitor | 0.6500 | 0.8870 | 0.2102 | 0.5028 | | stool | 0.2692 | 0.8319 | 0.1970 | 0.6471 | | mirror | 0.1553 | 0.7127 | 0.0049 | 0.1381 | | case | 0.0412 | 0.4407 | 0.0279 | 0.1751 | | decoration | 0.0183 | 0.4714 | 0.0029 | 0.1214 | | bag | 0.0920 | 0.7921 | 0.0256 | 0.3708 | | bed | 0.8559 | 0.9467 | 0.5602 | 0.7160 | | cup | 0.0106 | 0.1949 | 0.0000 | 0.0169 | | switch | 0.0000 | 0.0196 | 0.0000 | 0.0000 | | shoe | 0.0928 | 0.3738 | 0.0263 | 0.1308 | | toilet | 0.8498 | 0.8881 | 0.7352 | 0.7910 | | counter | 0.0514 | 0.5505 | 0.0041 | 0.1101 | | tv | 0.3293 | 0.7723 | 0.1458 | 0.4554 | | backpack | 0.3621 | 0.8710 | 0.2624 | 0.6935 | | carpet | 0.0053 | 0.1786 | 0.0000 | 0.0238 | | basket | 0.0780 | 0.7391 | 0.0393 | 0.4435 | | cushion | 0.0458 | 0.7647 | 0.0185 | 0.3333 | | window frame | 0.0541 | 0.7071 | 0.0068 | 0.2525 | | rail | 0.0235 | 0.4688 | 0.0000 | 0.0312 | | blanket | 0.2255 | 0.8700 | 0.0106 | 0.1600 | | blackboard | 0.2177 | 0.7564 | 0.0266 | 0.2436 | | radiator | 0.3342 | 0.8182 | 0.1349 | 0.4659 | | toilet paper | 0.2835 | 0.6290 | 0.0302 | 0.1613 | | bench | 0.3976 | 0.8491 | 0.2751 | 0.5472 | | keyboard | 0.0969 | 0.2195 | 0.0000 | 0.0000 | | board | 0.0281 | 0.7419 | 0.0022 | 0.2903 | | stairs | 0.0558 | 0.5139 | 0.0011 | 0.0694 | | plate | 0.0121 | 0.3654 | 0.0041 | 0.1154 | | refrigerator | 0.2744 | 0.8800 | 0.2453 | 0.6600 | | frame | 0.0203 | 0.3265 | 0.0023 | 0.1020 | | wardrobe | 0.1616 | 0.8795 | 0.0878 | 0.5181 | | telephone | 0.0756 | 0.3667 | 0.0123 | 0.1333 | | vase | 0.0431 | 0.5000 | 0.0315 | 0.2600 | | heater | 0.2686 | 0.8448 | 0.0555 | 0.3966 | | computer | 0.2215 | 0.8305 | 0.0710 | 0.3390 | | windowsill | 0.0939 | 0.6739 | 0.0016 | 0.1957 | | bathtub | 0.8269 | 0.8769 | 0.7414 | 0.7846 | | ottoman | 0.1266 | 0.8889 | 0.1041 | 0.7222 | | toy | 0.0052 | 0.5303 | 0.0004 | 0.1970 | | column | 0.0288 | 0.5789 | 0.0168 | 0.2632 | | rack | 0.0147 | 0.6731 | 0.0066 | 0.3846 | | clock | 0.0442 | 0.3617 | 0.0062 | 0.1064 | | dresser | 0.2421 | 0.9444 | 0.2300 | 0.8519 | | faucet | 0.0075 | 0.3191 | 0.0000 | 0.0213 | | commode | 0.2371 | 0.9423 | 0.2215 | 0.8269 | | flowerpot | 0.0225 | 0.5490 | 0.0074 | 0.2549 | | bucket | 0.0676 | 0.8205 | 0.0367 | 0.6667 | | kitchenware | 0.0627 | 0.5652 | 0.0078 | 0.1522 | | bowl | 0.0729 | 0.4783 | 0.0136 | 0.2029 | | dispenser | 0.5050 | 0.9091 | 0.3070 | 0.5000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3664 | 0.7959 | 0.2193 | 0.5918 | | container | 0.0052 | 0.6271 | 0.0012 | 0.2034 | | stove | 0.2075 | 0.8056 | 0.0882 | 0.3056 | | fan | 0.3907 | 0.8281 | 0.0163 | 0.0625 | | pot | 0.0598 | 0.7407 | 0.0451 | 0.4444 | | blinds | 0.0136 | 0.6200 | 0.0003 | 0.1200 | | shower | 0.0549 | 0.3667 | 0.0454 | 0.2333 | | mat | 0.0032 | 0.3243 | 0.0001 | 0.0541 | | laptop | 0.1836 | 0.6522 | 0.0850 | 0.2174 | | remote control | 0.0007 | 0.0357 | 0.0000 | 0.0000 | | washing machine | 0.2773 | 0.8929 | 0.2336 | 0.6429 | | tissue box | 0.0068 | 0.5938 | 0.0006 | 0.1875 | | pillar | 0.3840 | 0.7442 | 0.1903 | 0.5116 | | printer | 0.4181 | 0.8571 | 0.2909 | 0.6735 | +-----------------+---------+---------+---------+---------+ | Overall | 0.2178 | 0.6461 | 0.1135 | 0.3383 | +-----------------+---------+---------+---------+---------+ 2024/02/27 03:32:35 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.0717 | 0.1667 | 0.0000 | 0.0000 | | oven | 0.2341 | 0.7143 | 0.0987 | 0.3214 | | fireplace | 0.1186 | 0.6429 | 0.0005 | 0.0714 | | roof | 0.0005 | 0.3333 | 0.0002 | 0.0417 | | washbasin | 0.1351 | 0.4000 | 0.1345 | 0.3333 | | statue | 0.0293 | 0.5789 | 0.0164 | 0.3158 | | jacket | 0.3656 | 0.9167 | 0.2842 | 0.5417 | | pipe | 0.0003 | 0.2692 | 0.0000 | 0.0385 | | drawer | 0.0035 | 0.7222 | 0.0012 | 0.5556 | | sign | 0.0037 | 0.4000 | 0.0011 | 0.0667 | | countertop | 0.0924 | 0.6429 | 0.0030 | 0.0357 | | vanity | 0.5582 | 0.9286 | 0.3532 | 0.7143 | | soap dispenser | 0.6479 | 0.8889 | 0.3834 | 0.5926 | | vent | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | clothes dryer | 0.0591 | 0.9333 | 0.0419 | 0.6667 | | rod | 0.0005 | 0.0500 | 0.0000 | 0.0000 | | stopcock | 0.0653 | 0.2222 | 0.0001 | 0.0370 | | speaker | 0.0030 | 0.5000 | 0.0024 | 0.3636 | | bar | 0.0686 | 0.1667 | 0.0000 | 0.0000 | | jar | 0.0100 | 0.6154 | 0.0062 | 0.3077 | | tissue | 0.0840 | 0.4615 | 0.0016 | 0.0769 | | candle | 0.0027 | 0.3333 | 0.0000 | 0.0000 | | coffee maker | 0.1638 | 0.8276 | 0.0231 | 0.3103 | | beam | 0.0001 | 0.1818 | 0.0000 | 0.0000 | | range hood | 0.3084 | 0.7857 | 0.0245 | 0.1429 | | kettle | 0.0348 | 0.6667 | 0.0049 | 0.2778 | | file | 0.0586 | 0.5588 | 0.0205 | 0.2941 | | plug | 0.0004 | 0.0526 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.2320 | 0.8333 | 0.0000 | 0.1667 | | purse | 0.0004 | 0.6667 | 0.0002 | 0.5000 | | toiletry | 0.0073 | 0.4348 | 0.0001 | 0.0870 | | brush | 0.0993 | 0.5000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.2533 | 0.6667 | 0.2327 | 0.4286 | | soap dish | 0.2350 | 0.4667 | 0.0067 | 0.0667 | | basin | 0.0026 | 0.3529 | 0.0022 | 0.1176 | | dumbbell | 0.0007 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.3279 | 1.0000 | 0.2275 | 0.3529 | | hanger | 0.0002 | 0.0833 | 0.0000 | 0.0000 | | chandelier | 0.0691 | 0.6190 | 0.0105 | 0.1905 | | copier | 0.6384 | 0.9167 | 0.3740 | 0.9167 | | hamper | 0.1876 | 1.0000 | 0.1705 | 0.8182 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0053 | 0.7000 | 0.0002 | 0.2000 | | pan | 0.0037 | 0.5882 | 0.0001 | 0.1765 | | teapot | 0.0057 | 0.7778 | 0.0013 | 0.3333 | | vacuum cleaner | 0.1574 | 0.8571 | 0.1288 | 0.4286 | | hat | 0.0002 | 0.2222 | 0.0000 | 0.0000 | | folder | 0.0048 | 0.5000 | 0.0000 | 0.0000 | | fire extinguisher | 0.0004 | 0.2000 | 0.0000 | 0.0000 | | air conditioner | 0.0570 | 0.4000 | 0.0500 | 0.2000 | | piano | 0.0177 | 0.8000 | 0.0086 | 0.6000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0800 | 0.5294 | 0.0549 | 0.2941 | | scale | 0.1870 | 0.5455 | 0.0939 | 0.3636 | | tray | 0.0094 | 0.5714 | 0.0065 | 0.2857 | | ledge | 0.0536 | 0.5000 | 0.0000 | 0.0000 | | pack | 0.0277 | 0.8000 | 0.0036 | 0.2000 | | machine | 0.1690 | 0.8947 | 0.0067 | 0.4737 | | guitar | 0.1499 | 0.5833 | 0.0088 | 0.1667 | | doorway | 0.0001 | 0.2222 | 0.0000 | 0.0000 | | food | 0.0011 | 0.1818 | 0.0000 | 0.0000 | | excercise equipment | 0.1478 | 0.8500 | 0.0115 | 0.2500 | | furniture | 0.0005 | 0.5000 | 0.0002 | 0.3333 | | sack | 0.2591 | 1.0000 | 0.2468 | 0.7143 | | crate | 0.1104 | 1.0000 | 0.0472 | 0.7143 | | person | 0.0083 | 0.5000 | 0.0000 | 0.0000 | | footstool | 0.0034 | 0.5000 | 0.0034 | 0.5000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0382 | 0.5000 | 0.0010 | 0.1667 | | cart | 0.0164 | 0.7500 | 0.0164 | 0.7500 | | paper cutter | 0.3233 | 1.0000 | 0.0034 | 0.3333 | | roll | 0.0353 | 0.4000 | 0.0001 | 0.1000 | | garbage | 0.1233 | 0.8750 | 0.0678 | 0.7500 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | fruit | 0.1470 | 0.5000 | 0.0011 | 0.1429 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0007 | 1.0000 | 0.0000 | 0.0000 | | soap | 0.0034 | 0.3333 | 0.0000 | 0.0000 | | beanbag | 0.5001 | 1.0000 | 0.5001 | 1.0000 | | umbrella | 0.0003 | 0.4000 | 0.0000 | 0.0000 | | fence | 0.0005 | 0.1667 | 0.0000 | 0.0000 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0743 | 0.3750 | 0.0417 | 0.1250 | | dish rack | 0.2103 | 0.8000 | 0.2000 | 0.2000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.0876 | 0.5556 | 0.0013 | 0.1111 | | sunglasses | 0.0127 | 0.6154 | 0.0003 | 0.1538 | | headphones | 0.0217 | 0.6000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0894 | 0.5014 | 0.0427 | 0.2154 | +---------------------+---------+---------+---------+---------+ 2024/02/27 03:32:35 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0259 | 1.0000 | 0.0000 | 0.0000 | | toaster | 0.0142 | 0.7000 | 0.0010 | 0.3000 | | water cooler | 0.2500 | 0.5000 | 0.2500 | 0.5000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0001 | 0.0714 | 0.0000 | 0.0000 | | device | 0.0931 | 0.4545 | 0.0909 | 0.0909 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.3113 | 0.7500 | 0.0000 | 0.0000 | | plunger | 0.3061 | 1.0000 | 0.0046 | 0.4000 | | kitchen island | 0.3590 | 0.8571 | 0.3590 | 0.8571 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0479 | 0.2500 | 0.0010 | 0.0833 | | tool | 0.0006 | 0.1667 | 0.0006 | 0.1667 | | partition | 0.0032 | 0.3333 | 0.0000 | 0.0000 | | banister | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0037 | 1.0000 | 0.0007 | 0.3333 | | menu | 0.0036 | 0.1429 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0008 | 0.4286 | 0.0000 | 0.0000 | | projector | 0.0023 | 0.5000 | 0.0023 | 0.5000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0634 | 1.0000 | 0.0026 | 0.3333 | | cube | 0.0476 | 1.0000 | 0.0476 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | helmets | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | balcony | 0.0013 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.0118 | 0.2000 | 0.0118 | 0.2000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0001 | 0.5000 | 0.0000 | 0.0000 | | thermostat | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bidet | 0.4444 | 0.6667 | 0.3342 | 0.6667 | | candlestick | 0.0722 | 1.0000 | 0.0000 | 0.0000 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0303 | 0.6667 | 0.0303 | 0.6667 | | tablet | 0.0247 | 0.5000 | 0.0227 | 0.2500 | | garage door | 0.0094 | 0.5000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0494 | 0.6667 | 0.0139 | 0.3333 | | jalousie | 0.0346 | 1.0000 | 0.0333 | 0.5000 | | mop | 0.0068 | 0.3333 | 0.0068 | 0.3333 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0004 | 0.1667 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.1113 | 0.6000 | 0.0000 | 0.0000 | | globe | 0.0029 | 1.0000 | 0.0029 | 1.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0208 | 0.3333 | 0.0208 | 0.3333 | | car | 0.0361 | 0.5714 | 0.0000 | 0.0000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0185 | 0.5000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0022 | 0.2500 | 0.0000 | 0.0000 | | salt | 0.1111 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.5000 | 0.5000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5588 | 1.0000 | 0.5088 | 1.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0040 | 1.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0259 | 1.0000 | 0.0250 | 0.5000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.5500 | 1.0000 | 0.5500 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.3143 | 1.0000 | 0.1125 | 0.7500 | | coat hanger | 0.0303 | 1.0000 | 0.0303 | 1.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0549 | 0.3452 | 0.0300 | 0.1597 | +----------------+---------+---------+---------+---------+ 2024/02/27 03:32:37 - mmengine - INFO - Epoch(val) [6][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.0570 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3621 bag_AP_0.25: 0.0920 ball_AP_0.25: 0.2533 banister_AP_0.25: 0.0000 bar_AP_0.25: 0.0686 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0026 basket_AP_0.25: 0.0780 bathtub_AP_0.25: 0.8269 beam_AP_0.25: 0.0001 beanbag_AP_0.25: 0.5001 bed_AP_0.25: 0.8559 bench_AP_0.25: 0.3976 bicycle_AP_0.25: 0.2320 bidet_AP_0.25: 0.4444 bin_AP_0.25: 0.6007 blackboard_AP_0.25: 0.2177 blanket_AP_0.25: 0.2255 blinds_AP_0.25: 0.0136 board_AP_0.25: 0.0281 body loofah_AP_0.25: 0.0040 book_AP_0.25: 0.1684 bottle_AP_0.25: 0.0196 bowl_AP_0.25: 0.0729 box_AP_0.25: 0.1411 bread_AP_0.25: 0.1113 broom_AP_0.25: 0.0001 brush_AP_0.25: 0.0993 bucket_AP_0.25: 0.0676 cabinet_AP_0.25: 0.2333 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0479 candle_AP_0.25: 0.0027 candlestick_AP_0.25: 0.0722 car_AP_0.25: 0.0361 carpet_AP_0.25: 0.0053 cart_AP_0.25: 0.0164 case_AP_0.25: 0.0412 chair_AP_0.25: 0.8269 chandelier_AP_0.25: 0.0691 clock_AP_0.25: 0.0442 clothes_AP_0.25: 0.1365 clothes dryer_AP_0.25: 0.0591 coffee maker_AP_0.25: 0.1638 column_AP_0.25: 0.0288 commode_AP_0.25: 0.2371 computer_AP_0.25: 0.2215 conducting wire_AP_0.25: 0.0000 container_AP_0.25: 0.0052 copier_AP_0.25: 0.6384 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.6023 counter_AP_0.25: 0.0514 countertop_AP_0.25: 0.0924 crate_AP_0.25: 0.1104 crib_AP_0.25: 0.5500 cube_AP_0.25: 0.0476 cup_AP_0.25: 0.0106 curtain_AP_0.25: 0.3761 cushion_AP_0.25: 0.0458 decoration_AP_0.25: 0.0183 desk_AP_0.25: 0.4681 device_AP_0.25: 0.0931 dish rack_AP_0.25: 0.2103 dishwasher_AP_0.25: 0.0053 dispenser_AP_0.25: 0.5050 door_AP_0.25: 0.3083 doorframe_AP_0.25: 0.3620 doorway_AP_0.25: 0.0001 drawer_AP_0.25: 0.0035 dresser_AP_0.25: 0.2421 dumbbell_AP_0.25: 0.0007 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.1478 fan_AP_0.25: 0.3907 faucet_AP_0.25: 0.0075 fence_AP_0.25: 0.0005 file_AP_0.25: 0.0586 fire extinguisher_AP_0.25: 0.0004 fireplace_AP_0.25: 0.1186 flowerpot_AP_0.25: 0.0225 folder_AP_0.25: 0.0048 food_AP_0.25: 0.0011 footstool_AP_0.25: 0.0034 frame_AP_0.25: 0.0203 fruit_AP_0.25: 0.1470 furniture_AP_0.25: 0.0005 garage door_AP_0.25: 0.0094 garbage_AP_0.25: 0.1233 globe_AP_0.25: 0.0029 guitar_AP_0.25: 0.1499 hair dryer_AP_0.25: 0.0000 hamper_AP_0.25: 0.1876 hanger_AP_0.25: 0.0002 hat_AP_0.25: 0.0002 headboard_AP_0.25: 0.0743 headphones_AP_0.25: 0.0217 heater_AP_0.25: 0.2686 helmets_AP_0.25: 0.0000 holder_AP_0.25: 0.0876 jacket_AP_0.25: 0.3656 jalousie_AP_0.25: 0.0346 jar_AP_0.25: 0.0100 kettle_AP_0.25: 0.0348 keyboard_AP_0.25: 0.0969 kitchen island_AP_0.25: 0.3590 kitchenware_AP_0.25: 0.0627 ladder_AP_0.25: 0.0800 lamp_AP_0.25: 0.4309 laptop_AP_0.25: 0.1836 letter_AP_0.25: 0.3143 light_AP_0.25: 0.0348 luggage_AP_0.25: 0.0634 machine_AP_0.25: 0.1690 magazine_AP_0.25: 0.0118 mailbox_AP_0.25: 0.0259 mat_AP_0.25: 0.0032 menu_AP_0.25: 0.0036 microwave_AP_0.25: 0.3664 mirror_AP_0.25: 0.1553 monitor_AP_0.25: 0.6500 mop_AP_0.25: 0.0068 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.0303 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.1266 oven_AP_0.25: 0.2341 pack_AP_0.25: 0.0277 pan_AP_0.25: 0.0037 paper_AP_0.25: 0.0070 paper cutter_AP_0.25: 0.3233 partition_AP_0.25: 0.0032 person_AP_0.25: 0.0083 piano_AP_0.25: 0.0177 picture_AP_0.25: 0.1339 pillar_AP_0.25: 0.3840 pillow_AP_0.25: 0.5320 pipe_AP_0.25: 0.0003 pitcher_AP_0.25: 0.0037 plant_AP_0.25: 0.2536 plate_AP_0.25: 0.0121 player_AP_0.25: 0.0022 plunger_AP_0.25: 0.3061 pool_AP_0.25: 0.0259 pool table_AP_0.25: 0.0208 poster_AP_0.25: 0.0717 pot_AP_0.25: 0.0598 price tag_AP_0.25: 0.0008 printer_AP_0.25: 0.4181 projector_AP_0.25: 0.0023 purse_AP_0.25: 0.0004 rack_AP_0.25: 0.0147 radiator_AP_0.25: 0.3342 radio_AP_0.25: 0.0000 rail_AP_0.25: 0.0235 range hood_AP_0.25: 0.3084 refrigerator_AP_0.25: 0.2744 remote control_AP_0.25: 0.0007 roll_AP_0.25: 0.0353 roof_AP_0.25: 0.0005 sack_AP_0.25: 0.2591 scale_AP_0.25: 0.1870 screen_AP_0.25: 0.0000 sheet_AP_0.25: 0.0000 shelf_AP_0.25: 0.3478 shoe_AP_0.25: 0.0928 shower_AP_0.25: 0.0549 sign_AP_0.25: 0.0037 sink_AP_0.25: 0.6670 soap dish_AP_0.25: 0.2350 soap dispenser_AP_0.25: 0.6479 socket_AP_0.25: 0.0002 speaker_AP_0.25: 0.0030 stairs_AP_0.25: 0.0558 stall_AP_0.25: 0.3279 stand_AP_0.25: 0.5273 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0293 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.2692 stopcock_AP_0.25: 0.0653 stove_AP_0.25: 0.2075 structure_AP_0.25: 0.0001 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0000 table_AP_0.25: 0.5395 tablet_AP_0.25: 0.0247 teapot_AP_0.25: 0.0057 telephone_AP_0.25: 0.0756 tissue_AP_0.25: 0.0840 tissue box_AP_0.25: 0.0068 toaster_AP_0.25: 0.0142 toilet_AP_0.25: 0.8498 toilet paper_AP_0.25: 0.2835 toiletry_AP_0.25: 0.0073 towel_AP_0.25: 0.2585 toy_AP_0.25: 0.0052 tray_AP_0.25: 0.0094 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.3293 umbrella_AP_0.25: 0.0003 vacuum cleaner_AP_0.25: 0.1574 vanity_AP_0.25: 0.5582 vase_AP_0.25: 0.0431 wardrobe_AP_0.25: 0.1616 washbasin_AP_0.25: 0.1351 washing machine_AP_0.25: 0.2773 water cooler_AP_0.25: 0.2500 water heater_AP_0.25: 0.5588 window_AP_0.25: 0.1913 window frame_AP_0.25: 0.0541 windowsill_AP_0.25: 0.0939 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0013 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0303 coil_AP_0.25: 0.0004 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.3113 humidifier_AP_0.25: 0.5000 ledge_AP_0.25: 0.0536 salt_AP_0.25: 0.1111 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0006 arch_AP_0.25: 0.0382 glove_AP_0.25: 0.0494 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0000 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0004 vent_AP_0.25: 0.0000 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0000 pad_AP_0.25: 0.0000 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0005 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.0185 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0127 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0034 seasoning_AP_0.25: 0.0000 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0000 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0007 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0000 mAP_0.25: 0.1225 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.4000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8710 bag_rec_0.25: 0.7921 ball_rec_0.25: 0.6667 banister_rec_0.25: 0.2000 bar_rec_0.25: 0.1667 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.3529 basket_rec_0.25: 0.7391 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.1818 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9467 bench_rec_0.25: 0.8491 bicycle_rec_0.25: 0.8333 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.8952 blackboard_rec_0.25: 0.7564 blanket_rec_0.25: 0.8700 blinds_rec_0.25: 0.6200 board_rec_0.25: 0.7419 body loofah_rec_0.25: 1.0000 book_rec_0.25: 0.4965 bottle_rec_0.25: 0.2981 bowl_rec_0.25: 0.4783 box_rec_0.25: 0.6132 bread_rec_0.25: 0.6000 broom_rec_0.25: 0.0714 brush_rec_0.25: 0.5000 bucket_rec_0.25: 0.8205 cabinet_rec_0.25: 0.8722 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.2500 candle_rec_0.25: 0.3333 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.5714 carpet_rec_0.25: 0.1786 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4407 chair_rec_0.25: 0.9262 chandelier_rec_0.25: 0.6190 clock_rec_0.25: 0.3617 clothes_rec_0.25: 0.7006 clothes dryer_rec_0.25: 0.9333 coffee maker_rec_0.25: 0.8276 column_rec_0.25: 0.5789 commode_rec_0.25: 0.9423 computer_rec_0.25: 0.8305 conducting wire_rec_0.25: 0.0000 container_rec_0.25: 0.6271 copier_rec_0.25: 0.9167 cosmetics_rec_0.25: 0.0000 couch_rec_0.25: 0.9050 counter_rec_0.25: 0.5505 countertop_rec_0.25: 0.6429 crate_rec_0.25: 1.0000 crib_rec_0.25: 1.0000 cube_rec_0.25: 1.0000 cup_rec_0.25: 0.1949 curtain_rec_0.25: 0.8494 cushion_rec_0.25: 0.7647 decoration_rec_0.25: 0.4714 desk_rec_0.25: 0.9432 device_rec_0.25: 0.4545 dish rack_rec_0.25: 0.8000 dishwasher_rec_0.25: 0.7000 dispenser_rec_0.25: 0.9091 door_rec_0.25: 0.8177 doorframe_rec_0.25: 0.8856 doorway_rec_0.25: 0.2222 drawer_rec_0.25: 0.7222 dresser_rec_0.25: 0.9444 dumbbell_rec_0.25: 0.3333 dvd_rec_0.25: 0.0000 excercise equipment_rec_0.25: 0.8500 fan_rec_0.25: 0.8281 faucet_rec_0.25: 0.3191 fence_rec_0.25: 0.1667 file_rec_0.25: 0.5588 fire extinguisher_rec_0.25: 0.2000 fireplace_rec_0.25: 0.6429 flowerpot_rec_0.25: 0.5490 folder_rec_0.25: 0.5000 food_rec_0.25: 0.1818 footstool_rec_0.25: 0.5000 frame_rec_0.25: 0.3265 fruit_rec_0.25: 0.5000 furniture_rec_0.25: 0.5000 garage door_rec_0.25: 0.5000 garbage_rec_0.25: 0.8750 globe_rec_0.25: 1.0000 guitar_rec_0.25: 0.5833 hair dryer_rec_0.25: 0.0000 hamper_rec_0.25: 1.0000 hanger_rec_0.25: 0.0833 hat_rec_0.25: 0.2222 headboard_rec_0.25: 0.3750 headphones_rec_0.25: 0.6000 heater_rec_0.25: 0.8448 helmets_rec_0.25: 0.0000 holder_rec_0.25: 0.5556 jacket_rec_0.25: 0.9167 jalousie_rec_0.25: 1.0000 jar_rec_0.25: 0.6154 kettle_rec_0.25: 0.6667 keyboard_rec_0.25: 0.2195 kitchen island_rec_0.25: 0.8571 kitchenware_rec_0.25: 0.5652 ladder_rec_0.25: 0.5294 lamp_rec_0.25: 0.7075 laptop_rec_0.25: 0.6522 letter_rec_0.25: 1.0000 light_rec_0.25: 0.2436 luggage_rec_0.25: 1.0000 machine_rec_0.25: 0.8947 magazine_rec_0.25: 0.2000 mailbox_rec_0.25: 1.0000 mat_rec_0.25: 0.3243 menu_rec_0.25: 0.1429 microwave_rec_0.25: 0.7959 mirror_rec_0.25: 0.7127 monitor_rec_0.25: 0.8870 mop_rec_0.25: 0.3333 mouse_rec_0.25: 0.0000 napkins_rec_0.25: 0.6667 notebook_rec_0.25: 0.0000 ottoman_rec_0.25: 0.8889 oven_rec_0.25: 0.7143 pack_rec_0.25: 0.8000 pan_rec_0.25: 0.5882 paper_rec_0.25: 0.1313 paper cutter_rec_0.25: 1.0000 partition_rec_0.25: 0.3333 person_rec_0.25: 0.5000 piano_rec_0.25: 0.8000 picture_rec_0.25: 0.3849 pillar_rec_0.25: 0.7442 pillow_rec_0.25: 0.8577 pipe_rec_0.25: 0.2692 pitcher_rec_0.25: 1.0000 plant_rec_0.25: 0.7921 plate_rec_0.25: 0.3654 player_rec_0.25: 0.2500 plunger_rec_0.25: 1.0000 pool_rec_0.25: 1.0000 pool table_rec_0.25: 0.3333 poster_rec_0.25: 0.1667 pot_rec_0.25: 0.7407 price tag_rec_0.25: 0.4286 printer_rec_0.25: 0.8571 projector_rec_0.25: 0.5000 purse_rec_0.25: 0.6667 rack_rec_0.25: 0.6731 radiator_rec_0.25: 0.8182 radio_rec_0.25: 0.0000 rail_rec_0.25: 0.4688 range hood_rec_0.25: 0.7857 refrigerator_rec_0.25: 0.8800 remote control_rec_0.25: 0.0357 roll_rec_0.25: 0.4000 roof_rec_0.25: 0.3333 sack_rec_0.25: 1.0000 scale_rec_0.25: 0.5455 screen_rec_0.25: 0.2000 sheet_rec_0.25: 0.0000 shelf_rec_0.25: 0.7860 shoe_rec_0.25: 0.3738 shower_rec_0.25: 0.3667 sign_rec_0.25: 0.4000 sink_rec_0.25: 0.8917 soap dish_rec_0.25: 0.4667 soap dispenser_rec_0.25: 0.8889 socket_rec_0.25: 0.0138 speaker_rec_0.25: 0.5000 stairs_rec_0.25: 0.5139 stall_rec_0.25: 1.0000 stand_rec_0.25: 0.9024 stapler_rec_0.25: 0.0000 statue_rec_0.25: 0.5789 stick_rec_0.25: 0.0000 stool_rec_0.25: 0.8319 stopcock_rec_0.25: 0.2222 stove_rec_0.25: 0.8056 structure_rec_0.25: 0.5000 support_rec_0.25: 0.0000 switch_rec_0.25: 0.0196 table_rec_0.25: 0.8976 tablet_rec_0.25: 0.5000 teapot_rec_0.25: 0.7778 telephone_rec_0.25: 0.3667 tissue_rec_0.25: 0.4615 tissue box_rec_0.25: 0.5938 toaster_rec_0.25: 0.7000 toilet_rec_0.25: 0.8881 toilet paper_rec_0.25: 0.6290 toiletry_rec_0.25: 0.4348 towel_rec_0.25: 0.6327 toy_rec_0.25: 0.5303 tray_rec_0.25: 0.5714 treadmill_rec_0.25: 0.0000 tube_rec_0.25: 0.0000 tv_rec_0.25: 0.7723 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0.0000 flush_rec_0.25: 0.5000 scissors_rec_0.25: 0.0000 sunglasses_rec_0.25: 0.6154 duct_rec_0.25: 0.0000 knife_rec_0.25: 0.0000 sponge_rec_0.25: 0.0000 toothbrush_rec_0.25: 0.0000 toothpaste_rec_0.25: 0.0000 soap_rec_0.25: 0.3333 seasoning_rec_0.25: 0.0000 spoon_rec_0.25: 0.0000 alarm_rec_0.25: 0.0000 cap_rec_0.25: 0.0000 door knob_rec_0.25: 0.0000 label_rec_0.25: 0.0000 hook_rec_0.25: 0.0000 molding_rec_0.25: 1.0000 shovel_rec_0.25: 0.0000 thermostat_rec_0.25: 0.0000 mAR_0.25: 0.5022 adhesive tape_AP_0.50: 0.0000 air conditioner_AP_0.50: 0.0500 album_AP_0.50: 0.0000 backpack_AP_0.50: 0.2624 bag_AP_0.50: 0.0256 ball_AP_0.50: 0.2327 banister_AP_0.50: 0.0000 bar_AP_0.50: 0.0000 barricade_AP_0.50: 0.0000 basin_AP_0.50: 0.0022 basket_AP_0.50: 0.0393 bathtub_AP_0.50: 0.7414 beam_AP_0.50: 0.0000 beanbag_AP_0.50: 0.5001 bed_AP_0.50: 0.5602 bench_AP_0.50: 0.2751 bicycle_AP_0.50: 0.0000 bidet_AP_0.50: 0.3342 bin_AP_0.50: 0.4409 blackboard_AP_0.50: 0.0266 blanket_AP_0.50: 0.0106 blinds_AP_0.50: 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sign_rec_0.50: 0.0667 sink_rec_0.50: 0.5000 soap dish_rec_0.50: 0.0667 soap dispenser_rec_0.50: 0.5926 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.3636 stairs_rec_0.50: 0.0694 stall_rec_0.50: 0.3529 stand_rec_0.50: 0.7439 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.3158 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.6471 stopcock_rec_0.50: 0.0370 stove_rec_0.50: 0.3056 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.7685 tablet_rec_0.50: 0.2500 teapot_rec_0.50: 0.3333 telephone_rec_0.50: 0.1333 tissue_rec_0.50: 0.0769 tissue box_rec_0.50: 0.1875 toaster_rec_0.50: 0.3000 toilet_rec_0.50: 0.7910 toilet paper_rec_0.50: 0.1613 toiletry_rec_0.50: 0.0870 towel_rec_0.50: 0.2653 toy_rec_0.50: 0.1970 tray_rec_0.50: 0.2857 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.4554 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.4286 vanity_rec_0.50: 0.7143 vase_rec_0.50: 0.2600 wardrobe_rec_0.50: 0.5181 washbasin_rec_0.50: 0.3333 washing machine_rec_0.50: 0.6429 water cooler_rec_0.50: 0.5000 water heater_rec_0.50: 1.0000 window_rec_0.50: 0.1833 window frame_rec_0.50: 0.2525 windowsill_rec_0.50: 0.1957 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 1.0000 coil_rec_0.50: 0.0000 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.0000 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.1667 arch_rec_0.50: 0.1667 glove_rec_0.50: 0.3333 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.1538 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.0000 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.2400 data_time: 5.5872 time: 5.9716 2024/02/27 03:35:52 - mmengine - INFO - Epoch(train) [7][ 50/973] lr: 1.0000e-03 eta: 5:44:52 time: 3.8802 data_time: 0.4261 memory: 21840 grad_norm: 0.3201 loss: 1.4268 loss_center: 0.6174 loss_bbox: 0.3189 loss_cls: 0.4906 2024/02/27 03:38:48 - mmengine - INFO - Epoch(train) [7][100/973] lr: 1.0000e-03 eta: 5:41:51 time: 3.5378 data_time: 0.4908 memory: 17020 grad_norm: 0.3234 loss: 1.4341 loss_center: 0.6574 loss_bbox: 0.2742 loss_cls: 0.5024 2024/02/27 03:41:54 - mmengine - INFO - Epoch(train) [7][150/973] lr: 1.0000e-03 eta: 5:38:59 time: 3.7027 data_time: 0.5009 memory: 16181 grad_norm: 0.3295 loss: 1.4522 loss_center: 0.6451 loss_bbox: 0.3139 loss_cls: 0.4932 2024/02/27 03:42:28 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 03:44:48 - mmengine - INFO - Epoch(train) [7][200/973] lr: 1.0000e-03 eta: 5:35:56 time: 3.4831 data_time: 0.8640 memory: 19260 grad_norm: 0.3412 loss: 1.5373 loss_center: 0.6979 loss_bbox: 0.3017 loss_cls: 0.5377 2024/02/27 03:47:47 - mmengine - INFO - Epoch(train) [7][250/973] lr: 1.0000e-03 eta: 5:32:57 time: 3.5874 data_time: 0.8081 memory: 15654 grad_norm: 0.3122 loss: 1.4804 loss_center: 0.6479 loss_bbox: 0.3093 loss_cls: 0.5233 2024/02/27 03:50:58 - mmengine - INFO - Epoch(train) [7][300/973] lr: 1.0000e-03 eta: 5:30:10 time: 3.8280 data_time: 0.3511 memory: 17703 grad_norm: 0.3301 loss: 1.3914 loss_center: 0.6175 loss_bbox: 0.2788 loss_cls: 0.4950 2024/02/27 03:53:55 - mmengine - INFO - Epoch(train) [7][350/973] lr: 1.0000e-03 eta: 5:27:09 time: 3.5229 data_time: 0.1098 memory: 16075 grad_norm: 0.3423 loss: 1.4119 loss_center: 0.6490 loss_bbox: 0.2797 loss_cls: 0.4832 2024/02/27 03:56:50 - mmengine - INFO - Epoch(train) [7][400/973] lr: 1.0000e-03 eta: 5:24:07 time: 3.5143 data_time: 0.8371 memory: 16088 grad_norm: 0.3282 loss: 1.4409 loss_center: 0.6378 loss_bbox: 0.2939 loss_cls: 0.5093 2024/02/27 03:59:38 - mmengine - INFO - Epoch(train) [7][450/973] lr: 1.0000e-03 eta: 5:20:59 time: 3.3587 data_time: 0.7126 memory: 17875 grad_norm: 0.3516 loss: 1.4262 loss_center: 0.6275 loss_bbox: 0.3052 loss_cls: 0.4936 2024/02/27 04:02:39 - mmengine - INFO - Epoch(train) [7][500/973] lr: 1.0000e-03 eta: 5:18:02 time: 3.6100 data_time: 0.1178 memory: 17610 grad_norm: 0.3416 loss: 1.5668 loss_center: 0.6912 loss_bbox: 0.3229 loss_cls: 0.5528 2024/02/27 04:05:50 - mmengine - INFO - Epoch(train) [7][550/973] lr: 1.0000e-03 eta: 5:15:13 time: 3.8241 data_time: 0.9405 memory: 17367 grad_norm: 0.3056 loss: 1.3791 loss_center: 0.6004 loss_bbox: 0.2981 loss_cls: 0.4805 2024/02/27 04:08:44 - mmengine - INFO - Epoch(train) [7][600/973] lr: 1.0000e-03 eta: 5:12:10 time: 3.4718 data_time: 0.1549 memory: 17588 grad_norm: 0.3151 loss: 1.4081 loss_center: 0.6038 loss_bbox: 0.3151 loss_cls: 0.4892 2024/02/27 04:11:38 - mmengine - INFO - Epoch(train) [7][650/973] lr: 1.0000e-03 eta: 5:09:08 time: 3.4965 data_time: 0.7074 memory: 15295 grad_norm: 0.3549 loss: 1.4053 loss_center: 0.6087 loss_bbox: 0.3101 loss_cls: 0.4864 2024/02/27 04:14:43 - mmengine - INFO - Epoch(train) [7][700/973] lr: 1.0000e-03 eta: 5:06:14 time: 3.6930 data_time: 0.4294 memory: 18173 grad_norm: 0.3267 loss: 1.5873 loss_center: 0.6965 loss_bbox: 0.3328 loss_cls: 0.5579 2024/02/27 04:17:39 - mmengine - INFO - Epoch(train) [7][750/973] lr: 1.0000e-03 eta: 5:03:13 time: 3.5142 data_time: 0.1541 memory: 17006 grad_norm: 0.3228 loss: 1.4437 loss_center: 0.6200 loss_bbox: 0.3344 loss_cls: 0.4892 2024/02/27 04:20:37 - mmengine - INFO - Epoch(train) [7][800/973] lr: 1.0000e-03 eta: 5:00:13 time: 3.5565 data_time: 0.1219 memory: 16195 grad_norm: 0.3401 loss: 1.4428 loss_center: 0.6409 loss_bbox: 0.3143 loss_cls: 0.4876 2024/02/27 04:23:46 - mmengine - INFO - Epoch(train) [7][850/973] lr: 1.0000e-03 eta: 4:57:23 time: 3.7897 data_time: 0.1391 memory: 16161 grad_norm: 0.3593 loss: 1.4423 loss_center: 0.6482 loss_bbox: 0.2908 loss_cls: 0.5033 2024/02/27 04:26:40 - mmengine - INFO - Epoch(train) [7][900/973] lr: 1.0000e-03 eta: 4:54:20 time: 3.4697 data_time: 0.1202 memory: 17395 grad_norm: 0.3571 loss: 1.5075 loss_center: 0.6518 loss_bbox: 0.3193 loss_cls: 0.5364 2024/02/27 04:29:44 - mmengine - INFO - Epoch(train) [7][950/973] lr: 1.0000e-03 eta: 4:51:25 time: 3.6985 data_time: 1.2284 memory: 16793 grad_norm: 0.3346 loss: 1.4769 loss_center: 0.6182 loss_bbox: 0.3654 loss_cls: 0.4933 2024/02/27 04:30:53 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 04:30:53 - mmengine - INFO - Saving checkpoint at 7 epochs 2024/02/27 04:33:04 - mmengine - INFO - Epoch(val) [7][ 50/103] eta: 0:02:10 time: 2.4586 data_time: 2.0800 memory: 16531 2024/02/27 04:40:36 - mmengine - INFO - Epoch(val) [7][100/103] eta: 0:00:17 time: 9.0506 data_time: 8.6640 memory: 4432 2024/02/27 04:46:39 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.4000 | 0.4000 | 0.4000 | 0.4000 | | arch | 0.0020 | 0.4333 | 0.0000 | 0.0667 | | backpack | 0.3701 | 0.8387 | 0.1679 | 0.5968 | | bag | 0.0717 | 0.7753 | 0.0134 | 0.2921 | | balcony | 0.0005 | 1.0000 | 0.0000 | 0.0000 | | ball | 0.2470 | 0.6667 | 0.2330 | 0.4762 | | banister | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | bar | 0.0505 | 0.2667 | 0.0000 | 0.0000 | | basin | 0.0030 | 0.4118 | 0.0024 | 0.1765 | | basket | 0.1071 | 0.7478 | 0.0597 | 0.3826 | | bathtub | 0.8390 | 0.8769 | 0.7397 | 0.8000 | | beam | 0.0152 | 0.0455 | 0.0000 | 0.0000 | | bed | 0.8613 | 0.9408 | 0.6099 | 0.7515 | | bench | 0.3870 | 0.8491 | 0.2700 | 0.6226 | | bicycle | 0.5132 | 1.0000 | 0.0005 | 0.3333 | | bidet | 0.5000 | 0.6667 | 0.3333 | 0.3333 | | bin | 0.5947 | 0.9008 | 0.4170 | 0.6799 | | blackboard | 0.1495 | 0.7692 | 0.0190 | 0.2308 | | blanket | 0.2602 | 0.8800 | 0.0360 | 0.2400 | | blinds | 0.0146 | 0.6000 | 0.0016 | 0.1400 | | board | 0.0255 | 0.7419 | 0.0033 | 0.2419 | | body loofah | 0.0002 | 0.5000 | 0.0000 | 0.0000 | | book | 0.1787 | 0.5119 | 0.0243 | 0.1469 | | bottle | 0.0171 | 0.3036 | 0.0004 | 0.0613 | | bowl | 0.0723 | 0.4493 | 0.0356 | 0.1594 | | box | 0.1405 | 0.6316 | 0.0407 | 0.2803 | | broom | 0.0004 | 0.2143 | 0.0000 | 0.0000 | | brush | 0.0363 | 0.4286 | 0.0000 | 0.0000 | | bucket | 0.0532 | 0.7949 | 0.0247 | 0.6154 | | cabinet | 0.2250 | 0.8764 | 0.1156 | 0.5181 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0057 | 0.2778 | 0.0000 | 0.0000 | | car | 0.0198 | 0.5714 | 0.0000 | 0.0000 | | carpet | 0.0116 | 0.1548 | 0.0000 | 0.0119 | | case | 0.0553 | 0.4689 | 0.0270 | 0.1864 | | chair | 0.8353 | 0.9367 | 0.7001 | 0.8155 | | chandelier | 0.1170 | 0.5714 | 0.0333 | 0.2381 | | clock | 0.0217 | 0.3617 | 0.0032 | 0.0851 | | clothes | 0.1730 | 0.7102 | 0.0548 | 0.2930 | | clothes dryer | 0.0890 | 0.9333 | 0.0319 | 0.6000 | | column | 0.0211 | 0.6579 | 0.0001 | 0.0789 | | commode | 0.1757 | 0.9423 | 0.1631 | 0.8269 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | container | 0.0047 | 0.5932 | 0.0006 | 0.1864 | | couch | 0.6295 | 0.9050 | 0.5272 | 0.7769 | | counter | 0.0538 | 0.5963 | 0.0046 | 0.1193 | | countertop | 0.0485 | 0.4643 | 0.0001 | 0.0357 | | crate | 0.2378 | 1.0000 | 0.0081 | 0.7143 | | crib | 0.4070 | 1.0000 | 0.4070 | 1.0000 | | cup | 0.0078 | 0.1949 | 0.0003 | 0.0339 | | curtain | 0.3326 | 0.8645 | 0.0309 | 0.3343 | | cushion | 0.0303 | 0.7451 | 0.0057 | 0.2549 | | decoration | 0.0183 | 0.4929 | 0.0045 | 0.1571 | | desk | 0.4551 | 0.9261 | 0.3214 | 0.7045 | | device | 0.0973 | 0.7273 | 0.0962 | 0.2727 | | dish rack | 0.2021 | 0.8000 | 0.2002 | 0.4000 | | dishwasher | 0.0089 | 0.9000 | 0.0000 | 0.0000 | | dispenser | 0.4836 | 0.8864 | 0.2515 | 0.5682 | | door | 0.3039 | 0.8091 | 0.0322 | 0.2771 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | doorframe | 0.3696 | 0.8926 | 0.1304 | 0.5035 | | doorway | 0.0002 | 0.3333 | 0.0000 | 0.1111 | | drawer | 0.0034 | 0.8333 | 0.0016 | 0.4444 | | dresser | 0.2182 | 0.9630 | 0.1426 | 0.7963 | | dumbbell | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | fan | 0.4611 | 0.8281 | 0.0041 | 0.1094 | | faucet | 0.0398 | 0.4255 | 0.0002 | 0.0426 | | file | 0.0688 | 0.6471 | 0.0469 | 0.2941 | | fire extinguisher | 0.0010 | 0.2000 | 0.0000 | 0.0000 | | fireplace | 0.1174 | 0.6071 | 0.0123 | 0.1786 | | flowerpot | 0.0552 | 0.5098 | 0.0251 | 0.1765 | | flush | 0.1923 | 1.0000 | 0.0000 | 0.0000 | | folder | 0.0090 | 0.6429 | 0.0001 | 0.0714 | | food | 0.0002 | 0.0909 | 0.0002 | 0.0909 | | footstool | 0.0060 | 0.5000 | 0.0060 | 0.5000 | | frame | 0.0242 | 0.4082 | 0.0001 | 0.1020 | | fruit | 0.1450 | 0.4286 | 0.0367 | 0.2857 | | furniture | 0.0018 | 0.5000 | 0.0012 | 0.3333 | | garbage | 0.0559 | 1.0000 | 0.0131 | 0.7500 | | glass | 0.0002 | 1.0000 | 0.0000 | 0.0000 | | glove | 0.0395 | 0.6667 | 0.0069 | 0.3333 | | grab bar | 0.1656 | 0.7500 | 0.0000 | 0.0000 | | hair dryer | 0.0012 | 0.1429 | 0.0012 | 0.1429 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hanger | 0.0018 | 0.0833 | 0.0000 | 0.0000 | | hat | 0.0006 | 0.3333 | 0.0001 | 0.1111 | | heater | 0.2167 | 0.8793 | 0.0464 | 0.4483 | | helmets | 0.0076 | 1.0000 | 0.0011 | 0.6667 | | holder | 0.0043 | 0.4444 | 0.0004 | 0.1111 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.4721 | 0.8750 | 0.0528 | 0.3333 | | jalousie | 0.0090 | 1.0000 | 0.0025 | 0.5000 | | jar | 0.0050 | 0.4615 | 0.0044 | 0.2308 | | kettle | 0.0277 | 0.6667 | 0.0004 | 0.1667 | | kitchenware | 0.0773 | 0.5652 | 0.0020 | 0.0652 | | ladder | 0.0620 | 0.5882 | 0.0302 | 0.4118 | | lamp | 0.4110 | 0.7045 | 0.1294 | 0.3164 | | ledge | 0.0084 | 0.5000 | 0.0045 | 0.1667 | | light | 0.0321 | 0.2521 | 0.0046 | 0.0705 | | machine | 0.1159 | 0.8421 | 0.0542 | 0.3684 | | magazine | 0.0335 | 0.4000 | 0.0000 | 0.0000 | | mailbox | 0.0841 | 0.6000 | 0.0029 | 0.2000 | | map | 0.0010 | 0.5000 | 0.0000 | 0.0000 | | mat | 0.0008 | 0.0811 | 0.0000 | 0.0270 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3252 | 0.8163 | 0.2316 | 0.5102 | | mirror | 0.1892 | 0.7403 | 0.0106 | 0.1657 | | molding | 0.0003 | 1.0000 | 0.0003 | 1.0000 | | mop | 0.0282 | 0.6667 | 0.0278 | 0.3333 | | oven | 0.1666 | 0.7500 | 0.0313 | 0.3571 | | pack | 0.0400 | 0.8667 | 0.0026 | 0.1333 | | pan | 0.0013 | 0.2941 | 0.0000 | 0.0588 | | paper | 0.0142 | 0.1433 | 0.0006 | 0.0388 | | paper cutter | 0.3737 | 0.8333 | 0.0002 | 0.1667 | | partition | 0.0000 | 0.1667 | 0.0000 | 0.0000 | | picture | 0.1340 | 0.3827 | 0.0121 | 0.1027 | | pillar | 0.2964 | 0.7907 | 0.1283 | 0.4186 | | pillow | 0.5408 | 0.8703 | 0.0617 | 0.3264 | | pipe | 0.0048 | 0.2692 | 0.0000 | 0.0385 | | plant | 0.2583 | 0.7737 | 0.0568 | 0.3072 | | plate | 0.0095 | 0.2692 | 0.0011 | 0.0962 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.5452 | 1.0000 | 0.0444 | 0.4000 | | poster | 0.0615 | 0.1667 | 0.0010 | 0.0152 | | pot | 0.0916 | 0.7407 | 0.0667 | 0.2963 | | price tag | 0.0015 | 0.5714 | 0.0000 | 0.0000 | | printer | 0.3832 | 0.9184 | 0.1879 | 0.5918 | | purse | 0.0002 | 0.5000 | 0.0000 | 0.0000 | | rack | 0.0202 | 0.7692 | 0.0049 | 0.3654 | | radiator | 0.4212 | 0.8409 | 0.1098 | 0.4091 | | rail | 0.0073 | 0.4375 | 0.0002 | 0.0312 | | range hood | 0.2139 | 0.6429 | 0.0000 | 0.0000 | | refrigerator | 0.3379 | 0.8800 | 0.1756 | 0.6400 | | rod | 0.0003 | 0.0250 | 0.0000 | 0.0000 | | roll | 0.2040 | 0.4000 | 0.0000 | 0.0000 | | roof | 0.0009 | 0.3750 | 0.0000 | 0.0000 | | sack | 0.2086 | 1.0000 | 0.1598 | 0.7143 | | salt | 0.3095 | 1.0000 | 0.0000 | 0.0000 | | scale | 0.1893 | 0.4545 | 0.1893 | 0.4545 | | seasoning | 0.0001 | 0.1250 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sheet | 0.0003 | 1.0000 | 0.0000 | 0.0000 | | shelf | 0.3794 | 0.7950 | 0.1282 | 0.3705 | | shoe | 0.0956 | 0.4019 | 0.0175 | 0.1121 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shower | 0.0174 | 0.3667 | 0.0062 | 0.1667 | | sign | 0.0045 | 0.3333 | 0.0016 | 0.1333 | | sink | 0.6759 | 0.9125 | 0.2899 | 0.5167 | | soap | 0.0049 | 0.1667 | 0.0049 | 0.1667 | | soap dish | 0.1912 | 0.6667 | 0.0700 | 0.2000 | | soap dispenser | 0.6459 | 0.9259 | 0.4830 | 0.6296 | | socket | 0.0001 | 0.0092 | 0.0000 | 0.0000 | | stairs | 0.0548 | 0.4583 | 0.0188 | 0.1111 | | stall | 0.3442 | 0.9412 | 0.1354 | 0.4118 | | stand | 0.5797 | 0.9024 | 0.4690 | 0.7500 | | statue | 0.0990 | 0.5789 | 0.0892 | 0.2632 | | stool | 0.1637 | 0.8319 | 0.1323 | 0.6134 | | stopcock | 0.0356 | 0.1852 | 0.0000 | 0.0000 | | stove | 0.1659 | 0.8611 | 0.0812 | 0.3333 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | switch | 0.0033 | 0.0131 | 0.0000 | 0.0000 | | table | 0.5631 | 0.8866 | 0.4600 | 0.7732 | | telephone | 0.0835 | 0.3500 | 0.0015 | 0.0667 | | tissue | 0.0088 | 0.4615 | 0.0006 | 0.0769 | | tissue box | 0.0099 | 0.5625 | 0.0013 | 0.1875 | | toaster | 0.0051 | 0.7000 | 0.0025 | 0.6000 | | toilet | 0.8339 | 0.8881 | 0.7890 | 0.8507 | | toilet paper | 0.2736 | 0.6532 | 0.0247 | 0.2016 | | toiletry | 0.0074 | 0.3913 | 0.0001 | 0.0435 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.2933 | 0.6224 | 0.0777 | 0.2687 | | toy | 0.0076 | 0.4848 | 0.0013 | 0.1818 | | tube | 0.0000 | 0.0769 | 0.0000 | 0.0000 | | tv | 0.3897 | 0.7723 | 0.1213 | 0.4554 | | umbrella | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.0354 | 0.8571 | 0.0019 | 0.4286 | | vanity | 0.5545 | 0.9286 | 0.4162 | 0.7857 | | vase | 0.0368 | 0.5800 | 0.0292 | 0.3000 | | vent | 0.0003 | 0.0833 | 0.0000 | 0.0000 | | wardrobe | 0.1770 | 0.8675 | 0.0964 | 0.5181 | | washbasin | 0.1023 | 0.5333 | 0.1019 | 0.3333 | | washing machine | 0.2618 | 0.8929 | 0.1964 | 0.6071 | | water heater | 0.5125 | 1.0000 | 0.5125 | 1.0000 | | window | 0.2006 | 0.7394 | 0.0182 | 0.1833 | | window frame | 0.0390 | 0.7172 | 0.0046 | 0.1818 | | windowsill | 0.1375 | 0.6522 | 0.0023 | 0.1739 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beanbag | 0.4694 | 1.0000 | 0.2625 | 0.8333 | | copier | 0.7460 | 0.9167 | 0.5324 | 0.8333 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | guitar | 0.1679 | 0.5833 | 0.0077 | 0.3333 | | hamper | 0.1684 | 1.0000 | 0.1593 | 0.9091 | | laptop | 0.2279 | 0.6957 | 0.0214 | 0.2174 | | monitor | 0.6545 | 0.8701 | 0.1823 | 0.5254 | | ottoman | 0.1366 | 0.8889 | 0.1268 | 0.8056 | | pad | 0.0003 | 0.3333 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0036 | 0.5000 | 0.0000 | 0.0000 | | remote control | 0.0110 | 0.0714 | 0.0000 | 0.0000 | | teapot | 0.0057 | 0.8889 | 0.0000 | 0.1111 | | tool | 0.0040 | 0.1667 | 0.0040 | 0.1667 | | water cooler | 0.5109 | 1.0000 | 0.5109 | 1.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coffee maker | 0.1232 | 0.7931 | 0.0105 | 0.2759 | | computer | 0.2590 | 0.8644 | 0.0609 | 0.3390 | | napkins | 0.1333 | 0.6667 | 0.0667 | 0.3333 | | person | 0.0027 | 0.5000 | 0.0011 | 0.1667 | | pitcher | 0.0030 | 0.6667 | 0.0016 | 0.3333 | | thermostat | 0.0333 | 0.1667 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cart | 0.0295 | 0.7500 | 0.0241 | 0.5000 | | coat hanger | 0.0127 | 1.0000 | 0.0000 | 0.0000 | | excercise equipment | 0.0437 | 0.7500 | 0.0189 | 0.4000 | | globe | 0.0250 | 1.0000 | 0.0250 | 1.0000 | | keyboard | 0.1250 | 0.2561 | 0.0203 | 0.0244 | | kitchen island | 0.3749 | 0.8571 | 0.3749 | 0.8571 | | luggage | 0.1294 | 1.0000 | 0.1149 | 0.6667 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | piano | 0.2039 | 0.8000 | 0.1169 | 0.6000 | | pool table | 0.0417 | 0.3333 | 0.0417 | 0.3333 | | projector | 0.0003 | 0.5000 | 0.0003 | 0.5000 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | speaker | 0.0050 | 0.5000 | 0.0014 | 0.3182 | | sunglasses | 0.1134 | 0.6154 | 0.0000 | 0.0769 | | tablet | 0.0028 | 0.5000 | 0.0028 | 0.5000 | | tray | 0.0085 | 0.4286 | 0.0057 | 0.1429 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fence | 0.0225 | 0.2500 | 0.0005 | 0.0833 | | humidifier | 0.6111 | 1.0000 | 0.0000 | 0.0000 | | menu | 0.1429 | 0.1429 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candlestick | 0.2889 | 1.0000 | 0.0910 | 0.6667 | | garage door | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0105 | 0.2000 | 0.0000 | 0.0000 | | coil | 0.2787 | 0.5000 | 0.0000 | 0.0000 | | cube | 0.2000 | 1.0000 | 0.2000 | 1.0000 | | headphones | 0.0264 | 0.8000 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0023 | 0.3333 | 0.0015 | 0.0833 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.4007 | 0.6250 | 0.0000 | 0.0000 | | player | 0.0038 | 0.2500 | 0.0000 | 0.0000 | | radio | 0.0006 | 0.2500 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.7222 | 1.0000 | 0.2500 | 0.2500 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1341 | 0.5176 | 0.0634 | 0.2391 | +---------------------+---------+---------+---------+---------+ 2024/02/27 04:46:39 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8353 | 0.9367 | 0.7001 | 0.8155 | | picture | 0.1340 | 0.3827 | 0.0121 | 0.1027 | | door | 0.3039 | 0.8091 | 0.0322 | 0.2771 | | pillow | 0.5408 | 0.8703 | 0.0617 | 0.3264 | | cabinet | 0.2250 | 0.8764 | 0.1156 | 0.5181 | | table | 0.5631 | 0.8866 | 0.4600 | 0.7732 | | book | 0.1787 | 0.5119 | 0.0243 | 0.1469 | | window | 0.2006 | 0.7394 | 0.0182 | 0.1833 | | box | 0.1405 | 0.6316 | 0.0407 | 0.2803 | | doorframe | 0.3696 | 0.8926 | 0.1304 | 0.5035 | | shelf | 0.3794 | 0.7950 | 0.1282 | 0.3705 | | light | 0.0321 | 0.2521 | 0.0046 | 0.0705 | | plant | 0.2583 | 0.7737 | 0.0568 | 0.3072 | | paper | 0.0142 | 0.1433 | 0.0006 | 0.0388 | | bin | 0.5947 | 0.9008 | 0.4170 | 0.6799 | | curtain | 0.3326 | 0.8645 | 0.0309 | 0.3343 | | bottle | 0.0171 | 0.3036 | 0.0004 | 0.0613 | | lamp | 0.4110 | 0.7045 | 0.1294 | 0.3164 | | couch | 0.6295 | 0.9050 | 0.5272 | 0.7769 | | towel | 0.2933 | 0.6224 | 0.0777 | 0.2687 | | sink | 0.6759 | 0.9125 | 0.2899 | 0.5167 | | socket | 0.0001 | 0.0092 | 0.0000 | 0.0000 | | clothes | 0.1730 | 0.7102 | 0.0548 | 0.2930 | | desk | 0.4551 | 0.9261 | 0.3214 | 0.7045 | | stand | 0.5797 | 0.9024 | 0.4690 | 0.7500 | | monitor | 0.6545 | 0.8701 | 0.1823 | 0.5254 | | stool | 0.1637 | 0.8319 | 0.1323 | 0.6134 | | mirror | 0.1892 | 0.7403 | 0.0106 | 0.1657 | | case | 0.0553 | 0.4689 | 0.0270 | 0.1864 | | decoration | 0.0183 | 0.4929 | 0.0045 | 0.1571 | | bag | 0.0717 | 0.7753 | 0.0134 | 0.2921 | | bed | 0.8613 | 0.9408 | 0.6099 | 0.7515 | | cup | 0.0078 | 0.1949 | 0.0003 | 0.0339 | | switch | 0.0033 | 0.0131 | 0.0000 | 0.0000 | | shoe | 0.0956 | 0.4019 | 0.0175 | 0.1121 | | toilet | 0.8339 | 0.8881 | 0.7890 | 0.8507 | | counter | 0.0538 | 0.5963 | 0.0046 | 0.1193 | | tv | 0.3897 | 0.7723 | 0.1213 | 0.4554 | | backpack | 0.3701 | 0.8387 | 0.1679 | 0.5968 | | carpet | 0.0116 | 0.1548 | 0.0000 | 0.0119 | | basket | 0.1071 | 0.7478 | 0.0597 | 0.3826 | | cushion | 0.0303 | 0.7451 | 0.0057 | 0.2549 | | window frame | 0.0390 | 0.7172 | 0.0046 | 0.1818 | | rail | 0.0073 | 0.4375 | 0.0002 | 0.0312 | | blanket | 0.2602 | 0.8800 | 0.0360 | 0.2400 | | blackboard | 0.1495 | 0.7692 | 0.0190 | 0.2308 | | radiator | 0.4212 | 0.8409 | 0.1098 | 0.4091 | | toilet paper | 0.2736 | 0.6532 | 0.0247 | 0.2016 | | bench | 0.3870 | 0.8491 | 0.2700 | 0.6226 | | keyboard | 0.1250 | 0.2561 | 0.0203 | 0.0244 | | board | 0.0255 | 0.7419 | 0.0033 | 0.2419 | | stairs | 0.0548 | 0.4583 | 0.0188 | 0.1111 | | plate | 0.0095 | 0.2692 | 0.0011 | 0.0962 | | refrigerator | 0.3379 | 0.8800 | 0.1756 | 0.6400 | | frame | 0.0242 | 0.4082 | 0.0001 | 0.1020 | | wardrobe | 0.1770 | 0.8675 | 0.0964 | 0.5181 | | telephone | 0.0835 | 0.3500 | 0.0015 | 0.0667 | | vase | 0.0368 | 0.5800 | 0.0292 | 0.3000 | | heater | 0.2167 | 0.8793 | 0.0464 | 0.4483 | | computer | 0.2590 | 0.8644 | 0.0609 | 0.3390 | | windowsill | 0.1375 | 0.6522 | 0.0023 | 0.1739 | | bathtub | 0.8390 | 0.8769 | 0.7397 | 0.8000 | | ottoman | 0.1366 | 0.8889 | 0.1268 | 0.8056 | | toy | 0.0076 | 0.4848 | 0.0013 | 0.1818 | | column | 0.0211 | 0.6579 | 0.0001 | 0.0789 | | rack | 0.0202 | 0.7692 | 0.0049 | 0.3654 | | clock | 0.0217 | 0.3617 | 0.0032 | 0.0851 | | dresser | 0.2182 | 0.9630 | 0.1426 | 0.7963 | | faucet | 0.0398 | 0.4255 | 0.0002 | 0.0426 | | commode | 0.1757 | 0.9423 | 0.1631 | 0.8269 | | flowerpot | 0.0552 | 0.5098 | 0.0251 | 0.1765 | | bucket | 0.0532 | 0.7949 | 0.0247 | 0.6154 | | kitchenware | 0.0773 | 0.5652 | 0.0020 | 0.0652 | | bowl | 0.0723 | 0.4493 | 0.0356 | 0.1594 | | dispenser | 0.4836 | 0.8864 | 0.2515 | 0.5682 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3252 | 0.8163 | 0.2316 | 0.5102 | | container | 0.0047 | 0.5932 | 0.0006 | 0.1864 | | stove | 0.1659 | 0.8611 | 0.0812 | 0.3333 | | fan | 0.4611 | 0.8281 | 0.0041 | 0.1094 | | pot | 0.0916 | 0.7407 | 0.0667 | 0.2963 | | blinds | 0.0146 | 0.6000 | 0.0016 | 0.1400 | | shower | 0.0174 | 0.3667 | 0.0062 | 0.1667 | | mat | 0.0008 | 0.0811 | 0.0000 | 0.0270 | | laptop | 0.2279 | 0.6957 | 0.0214 | 0.2174 | | remote control | 0.0110 | 0.0714 | 0.0000 | 0.0000 | | washing machine | 0.2618 | 0.8929 | 0.1964 | 0.6071 | | tissue box | 0.0099 | 0.5625 | 0.0013 | 0.1875 | | pillar | 0.2964 | 0.7907 | 0.1283 | 0.4186 | | printer | 0.3832 | 0.9184 | 0.1879 | 0.5918 | +-----------------+---------+---------+---------+---------+ | Overall | 0.2197 | 0.6498 | 0.1069 | 0.3251 | +-----------------+---------+---------+---------+---------+ 2024/02/27 04:46:39 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.0615 | 0.1667 | 0.0010 | 0.0152 | | oven | 0.1666 | 0.7500 | 0.0313 | 0.3571 | | fireplace | 0.1174 | 0.6071 | 0.0123 | 0.1786 | | roof | 0.0009 | 0.3750 | 0.0000 | 0.0000 | | washbasin | 0.1023 | 0.5333 | 0.1019 | 0.3333 | | statue | 0.0990 | 0.5789 | 0.0892 | 0.2632 | | jacket | 0.4721 | 0.8750 | 0.0528 | 0.3333 | | pipe | 0.0048 | 0.2692 | 0.0000 | 0.0385 | | drawer | 0.0034 | 0.8333 | 0.0016 | 0.4444 | | sign | 0.0045 | 0.3333 | 0.0016 | 0.1333 | | countertop | 0.0485 | 0.4643 | 0.0001 | 0.0357 | | vanity | 0.5545 | 0.9286 | 0.4162 | 0.7857 | | soap dispenser | 0.6459 | 0.9259 | 0.4830 | 0.6296 | | vent | 0.0003 | 0.0833 | 0.0000 | 0.0000 | | clothes dryer | 0.0890 | 0.9333 | 0.0319 | 0.6000 | | rod | 0.0003 | 0.0250 | 0.0000 | 0.0000 | | stopcock | 0.0356 | 0.1852 | 0.0000 | 0.0000 | | speaker | 0.0050 | 0.5000 | 0.0014 | 0.3182 | | bar | 0.0505 | 0.2667 | 0.0000 | 0.0000 | | jar | 0.0050 | 0.4615 | 0.0044 | 0.2308 | | tissue | 0.0088 | 0.4615 | 0.0006 | 0.0769 | | candle | 0.0057 | 0.2778 | 0.0000 | 0.0000 | | coffee maker | 0.1232 | 0.7931 | 0.0105 | 0.2759 | | beam | 0.0152 | 0.0455 | 0.0000 | 0.0000 | | range hood | 0.2139 | 0.6429 | 0.0000 | 0.0000 | | kettle | 0.0277 | 0.6667 | 0.0004 | 0.1667 | | file | 0.0688 | 0.6471 | 0.0469 | 0.2941 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.5132 | 1.0000 | 0.0005 | 0.3333 | | purse | 0.0002 | 0.5000 | 0.0000 | 0.0000 | | toiletry | 0.0074 | 0.3913 | 0.0001 | 0.0435 | | brush | 0.0363 | 0.4286 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.2470 | 0.6667 | 0.2330 | 0.4762 | | soap dish | 0.1912 | 0.6667 | 0.0700 | 0.2000 | | basin | 0.0030 | 0.4118 | 0.0024 | 0.1765 | | dumbbell | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0769 | 0.0000 | 0.0000 | | stall | 0.3442 | 0.9412 | 0.1354 | 0.4118 | | hanger | 0.0018 | 0.0833 | 0.0000 | 0.0000 | | chandelier | 0.1170 | 0.5714 | 0.0333 | 0.2381 | | copier | 0.7460 | 0.9167 | 0.5324 | 0.8333 | | hamper | 0.1684 | 1.0000 | 0.1593 | 0.9091 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0089 | 0.9000 | 0.0000 | 0.0000 | | pan | 0.0013 | 0.2941 | 0.0000 | 0.0588 | | teapot | 0.0057 | 0.8889 | 0.0000 | 0.1111 | | vacuum cleaner | 0.0354 | 0.8571 | 0.0019 | 0.4286 | | hat | 0.0006 | 0.3333 | 0.0001 | 0.1111 | | folder | 0.0090 | 0.6429 | 0.0001 | 0.0714 | | fire extinguisher | 0.0010 | 0.2000 | 0.0000 | 0.0000 | | air conditioner | 0.4000 | 0.4000 | 0.4000 | 0.4000 | | piano | 0.2039 | 0.8000 | 0.1169 | 0.6000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0620 | 0.5882 | 0.0302 | 0.4118 | | scale | 0.1893 | 0.4545 | 0.1893 | 0.4545 | | tray | 0.0085 | 0.4286 | 0.0057 | 0.1429 | | ledge | 0.0084 | 0.5000 | 0.0045 | 0.1667 | | pack | 0.0400 | 0.8667 | 0.0026 | 0.1333 | | machine | 0.1159 | 0.8421 | 0.0542 | 0.3684 | | guitar | 0.1679 | 0.5833 | 0.0077 | 0.3333 | | doorway | 0.0002 | 0.3333 | 0.0000 | 0.1111 | | food | 0.0002 | 0.0909 | 0.0002 | 0.0909 | | excercise equipment | 0.0437 | 0.7500 | 0.0189 | 0.4000 | | furniture | 0.0018 | 0.5000 | 0.0012 | 0.3333 | | sack | 0.2086 | 1.0000 | 0.1598 | 0.7143 | | crate | 0.2378 | 1.0000 | 0.0081 | 0.7143 | | person | 0.0027 | 0.5000 | 0.0011 | 0.1667 | | footstool | 0.0060 | 0.5000 | 0.0060 | 0.5000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0020 | 0.4333 | 0.0000 | 0.0667 | | cart | 0.0295 | 0.7500 | 0.0241 | 0.5000 | | paper cutter | 0.3737 | 0.8333 | 0.0002 | 0.1667 | | roll | 0.2040 | 0.4000 | 0.0000 | 0.0000 | | garbage | 0.0559 | 1.0000 | 0.0131 | 0.7500 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fruit | 0.1450 | 0.4286 | 0.0367 | 0.2857 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0003 | 1.0000 | 0.0003 | 1.0000 | | soap | 0.0049 | 0.1667 | 0.0049 | 0.1667 | | beanbag | 0.4694 | 1.0000 | 0.2625 | 0.8333 | | umbrella | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | fence | 0.0225 | 0.2500 | 0.0005 | 0.0833 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.4007 | 0.6250 | 0.0000 | 0.0000 | | dish rack | 0.2021 | 0.8000 | 0.2002 | 0.4000 | | hair dryer | 0.0012 | 0.1429 | 0.0012 | 0.1429 | | holder | 0.0043 | 0.4444 | 0.0004 | 0.1111 | | sunglasses | 0.1134 | 0.6154 | 0.0000 | 0.0769 | | headphones | 0.0264 | 0.8000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.0991 | 0.4974 | 0.0435 | 0.2232 | +---------------------+---------+---------+---------+---------+ 2024/02/27 04:46:39 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0841 | 0.6000 | 0.0029 | 0.2000 | | toaster | 0.0051 | 0.7000 | 0.0025 | 0.6000 | | water cooler | 0.5109 | 1.0000 | 0.5109 | 1.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0004 | 0.2143 | 0.0000 | 0.0000 | | device | 0.0973 | 0.7273 | 0.0962 | 0.2727 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0002 | 1.0000 | 0.0000 | 0.0000 | | grab bar | 0.1656 | 0.7500 | 0.0000 | 0.0000 | | plunger | 0.5452 | 1.0000 | 0.0444 | 0.4000 | | kitchen island | 0.3749 | 0.8571 | 0.3749 | 0.8571 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0023 | 0.3333 | 0.0015 | 0.0833 | | tool | 0.0040 | 0.1667 | 0.0040 | 0.1667 | | partition | 0.0000 | 0.1667 | 0.0000 | 0.0000 | | banister | 0.0001 | 0.2000 | 0.0000 | 0.0000 | | seasoning | 0.0001 | 0.1250 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0030 | 0.6667 | 0.0016 | 0.3333 | | menu | 0.1429 | 0.1429 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0015 | 0.5714 | 0.0000 | 0.0000 | | projector | 0.0003 | 0.5000 | 0.0003 | 0.5000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.1294 | 1.0000 | 0.1149 | 0.6667 | | cube | 0.2000 | 1.0000 | 0.2000 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0003 | 0.3333 | 0.0000 | 0.0000 | | helmets | 0.0076 | 1.0000 | 0.0011 | 0.6667 | | balcony | 0.0005 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.0335 | 0.4000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | thermostat | 0.0333 | 0.1667 | 0.0000 | 0.0000 | | bidet | 0.5000 | 0.6667 | 0.3333 | 0.3333 | | candlestick | 0.2889 | 1.0000 | 0.0910 | 0.6667 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.1333 | 0.6667 | 0.0667 | 0.3333 | | tablet | 0.0028 | 0.5000 | 0.0028 | 0.5000 | | garage door | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0395 | 0.6667 | 0.0069 | 0.3333 | | jalousie | 0.0090 | 1.0000 | 0.0025 | 0.5000 | | mop | 0.0282 | 0.6667 | 0.0278 | 0.3333 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.2787 | 0.5000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0105 | 0.2000 | 0.0000 | 0.0000 | | globe | 0.0250 | 1.0000 | 0.0250 | 1.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0417 | 0.3333 | 0.0417 | 0.3333 | | car | 0.0198 | 0.5714 | 0.0000 | 0.0000 | | map | 0.0010 | 0.5000 | 0.0000 | 0.0000 | | radio | 0.0006 | 0.2500 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.1923 | 1.0000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0038 | 0.2500 | 0.0000 | 0.0000 | | salt | 0.3095 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0003 | 1.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.6111 | 1.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5125 | 1.0000 | 0.5125 | 1.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0002 | 0.5000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0036 | 0.5000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.4070 | 1.0000 | 0.4070 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.7222 | 1.0000 | 0.2500 | 0.2500 | | coat hanger | 0.0127 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0792 | 0.3950 | 0.0381 | 0.1626 | +----------------+---------+---------+---------+---------+ 2024/02/27 04:46:42 - mmengine - INFO - Epoch(val) [7][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.4000 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3701 bag_AP_0.25: 0.0717 ball_AP_0.25: 0.2470 banister_AP_0.25: 0.0001 bar_AP_0.25: 0.0505 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0030 basket_AP_0.25: 0.1071 bathtub_AP_0.25: 0.8390 beam_AP_0.25: 0.0152 beanbag_AP_0.25: 0.4694 bed_AP_0.25: 0.8613 bench_AP_0.25: 0.3870 bicycle_AP_0.25: 0.5132 bidet_AP_0.25: 0.5000 bin_AP_0.25: 0.5947 blackboard_AP_0.25: 0.1495 blanket_AP_0.25: 0.2602 blinds_AP_0.25: 0.0146 board_AP_0.25: 0.0255 body loofah_AP_0.25: 0.0002 book_AP_0.25: 0.1787 bottle_AP_0.25: 0.0171 bowl_AP_0.25: 0.0723 box_AP_0.25: 0.1405 bread_AP_0.25: 0.0105 broom_AP_0.25: 0.0004 brush_AP_0.25: 0.0363 bucket_AP_0.25: 0.0532 cabinet_AP_0.25: 0.2250 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0023 candle_AP_0.25: 0.0057 candlestick_AP_0.25: 0.2889 car_AP_0.25: 0.0198 carpet_AP_0.25: 0.0116 cart_AP_0.25: 0.0295 case_AP_0.25: 0.0553 chair_AP_0.25: 0.8353 chandelier_AP_0.25: 0.1170 clock_AP_0.25: 0.0217 clothes_AP_0.25: 0.1730 clothes dryer_AP_0.25: 0.0890 coffee maker_AP_0.25: 0.1232 column_AP_0.25: 0.0211 commode_AP_0.25: 0.1757 computer_AP_0.25: 0.2590 conducting wire_AP_0.25: 0.0000 container_AP_0.25: 0.0047 copier_AP_0.25: 0.7460 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.6295 counter_AP_0.25: 0.0538 countertop_AP_0.25: 0.0485 crate_AP_0.25: 0.2378 crib_AP_0.25: 0.4070 cube_AP_0.25: 0.2000 cup_AP_0.25: 0.0078 curtain_AP_0.25: 0.3326 cushion_AP_0.25: 0.0303 decoration_AP_0.25: 0.0183 desk_AP_0.25: 0.4551 device_AP_0.25: 0.0973 dish rack_AP_0.25: 0.2021 dishwasher_AP_0.25: 0.0089 dispenser_AP_0.25: 0.4836 door_AP_0.25: 0.3039 doorframe_AP_0.25: 0.3696 doorway_AP_0.25: 0.0002 drawer_AP_0.25: 0.0034 dresser_AP_0.25: 0.2182 dumbbell_AP_0.25: 0.0002 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.0437 fan_AP_0.25: 0.4611 faucet_AP_0.25: 0.0398 fence_AP_0.25: 0.0225 file_AP_0.25: 0.0688 fire extinguisher_AP_0.25: 0.0010 fireplace_AP_0.25: 0.1174 flowerpot_AP_0.25: 0.0552 folder_AP_0.25: 0.0090 food_AP_0.25: 0.0002 footstool_AP_0.25: 0.0060 frame_AP_0.25: 0.0242 fruit_AP_0.25: 0.1450 furniture_AP_0.25: 0.0018 garage door_AP_0.25: 0.0000 garbage_AP_0.25: 0.0559 globe_AP_0.25: 0.0250 guitar_AP_0.25: 0.1679 hair dryer_AP_0.25: 0.0012 hamper_AP_0.25: 0.1684 hanger_AP_0.25: 0.0018 hat_AP_0.25: 0.0006 headboard_AP_0.25: 0.4007 headphones_AP_0.25: 0.0264 heater_AP_0.25: 0.2167 helmets_AP_0.25: 0.0076 holder_AP_0.25: 0.0043 jacket_AP_0.25: 0.4721 jalousie_AP_0.25: 0.0090 jar_AP_0.25: 0.0050 kettle_AP_0.25: 0.0277 keyboard_AP_0.25: 0.1250 kitchen island_AP_0.25: 0.3749 kitchenware_AP_0.25: 0.0773 ladder_AP_0.25: 0.0620 lamp_AP_0.25: 0.4110 laptop_AP_0.25: 0.2279 letter_AP_0.25: 0.7222 light_AP_0.25: 0.0321 luggage_AP_0.25: 0.1294 machine_AP_0.25: 0.1159 magazine_AP_0.25: 0.0335 mailbox_AP_0.25: 0.0841 mat_AP_0.25: 0.0008 menu_AP_0.25: 0.1429 microwave_AP_0.25: 0.3252 mirror_AP_0.25: 0.1892 monitor_AP_0.25: 0.6545 mop_AP_0.25: 0.0282 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.1333 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.1366 oven_AP_0.25: 0.1666 pack_AP_0.25: 0.0400 pan_AP_0.25: 0.0013 paper_AP_0.25: 0.0142 paper cutter_AP_0.25: 0.3737 partition_AP_0.25: 0.0000 person_AP_0.25: 0.0027 piano_AP_0.25: 0.2039 picture_AP_0.25: 0.1340 pillar_AP_0.25: 0.2964 pillow_AP_0.25: 0.5408 pipe_AP_0.25: 0.0048 pitcher_AP_0.25: 0.0030 plant_AP_0.25: 0.2583 plate_AP_0.25: 0.0095 player_AP_0.25: 0.0038 plunger_AP_0.25: 0.5452 pool_AP_0.25: 0.0036 pool table_AP_0.25: 0.0417 poster_AP_0.25: 0.0615 pot_AP_0.25: 0.0916 price tag_AP_0.25: 0.0015 printer_AP_0.25: 0.3832 projector_AP_0.25: 0.0003 purse_AP_0.25: 0.0002 rack_AP_0.25: 0.0202 radiator_AP_0.25: 0.4212 radio_AP_0.25: 0.0006 rail_AP_0.25: 0.0073 range hood_AP_0.25: 0.2139 refrigerator_AP_0.25: 0.3379 remote control_AP_0.25: 0.0110 roll_AP_0.25: 0.2040 roof_AP_0.25: 0.0009 sack_AP_0.25: 0.2086 scale_AP_0.25: 0.1893 screen_AP_0.25: 0.0000 sheet_AP_0.25: 0.0003 shelf_AP_0.25: 0.3794 shoe_AP_0.25: 0.0956 shower_AP_0.25: 0.0174 sign_AP_0.25: 0.0045 sink_AP_0.25: 0.6759 soap dish_AP_0.25: 0.1912 soap dispenser_AP_0.25: 0.6459 socket_AP_0.25: 0.0001 speaker_AP_0.25: 0.0050 stairs_AP_0.25: 0.0548 stall_AP_0.25: 0.3442 stand_AP_0.25: 0.5797 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0990 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.1637 stopcock_AP_0.25: 0.0356 stove_AP_0.25: 0.1659 structure_AP_0.25: 0.0000 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0033 table_AP_0.25: 0.5631 tablet_AP_0.25: 0.0028 teapot_AP_0.25: 0.0057 telephone_AP_0.25: 0.0835 tissue_AP_0.25: 0.0088 tissue box_AP_0.25: 0.0099 toaster_AP_0.25: 0.0051 toilet_AP_0.25: 0.8339 toilet paper_AP_0.25: 0.2736 toiletry_AP_0.25: 0.0074 towel_AP_0.25: 0.2933 toy_AP_0.25: 0.0076 tray_AP_0.25: 0.0085 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.3897 umbrella_AP_0.25: 0.0001 vacuum cleaner_AP_0.25: 0.0354 vanity_AP_0.25: 0.5545 vase_AP_0.25: 0.0368 wardrobe_AP_0.25: 0.1770 washbasin_AP_0.25: 0.1023 washing machine_AP_0.25: 0.2618 water cooler_AP_0.25: 0.5109 water heater_AP_0.25: 0.5125 window_AP_0.25: 0.2006 window frame_AP_0.25: 0.0390 windowsill_AP_0.25: 0.1375 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0005 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0127 coil_AP_0.25: 0.2787 glass_AP_0.25: 0.0002 grab bar_AP_0.25: 0.1656 humidifier_AP_0.25: 0.6111 ledge_AP_0.25: 0.0084 salt_AP_0.25: 0.3095 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0040 arch_AP_0.25: 0.0020 glove_AP_0.25: 0.0395 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0000 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0000 vent_AP_0.25: 0.0003 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0010 pad_AP_0.25: 0.0003 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0003 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.1923 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.1134 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0049 seasoning_AP_0.25: 0.0001 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0000 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0003 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0333 mAP_0.25: 0.1341 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.4000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8387 bag_rec_0.25: 0.7753 ball_rec_0.25: 0.6667 banister_rec_0.25: 0.2000 bar_rec_0.25: 0.2667 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.4118 basket_rec_0.25: 0.7478 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.0455 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9408 bench_rec_0.25: 0.8491 bicycle_rec_0.25: 1.0000 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.9008 blackboard_rec_0.25: 0.7692 blanket_rec_0.25: 0.8800 blinds_rec_0.25: 0.6000 board_rec_0.25: 0.7419 body loofah_rec_0.25: 0.5000 book_rec_0.25: 0.5119 bottle_rec_0.25: 0.3036 bowl_rec_0.25: 0.4493 box_rec_0.25: 0.6316 bread_rec_0.25: 0.2000 broom_rec_0.25: 0.2143 brush_rec_0.25: 0.4286 bucket_rec_0.25: 0.7949 cabinet_rec_0.25: 0.8764 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.3333 candle_rec_0.25: 0.2778 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.5714 carpet_rec_0.25: 0.1548 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4689 chair_rec_0.25: 0.9367 chandelier_rec_0.25: 0.5714 clock_rec_0.25: 0.3617 clothes_rec_0.25: 0.7102 clothes dryer_rec_0.25: 0.9333 coffee maker_rec_0.25: 0.7931 column_rec_0.25: 0.6579 commode_rec_0.25: 0.9423 computer_rec_0.25: 0.8644 conducting wire_rec_0.25: 0.0000 container_rec_0.25: 0.5932 copier_rec_0.25: 0.9167 cosmetics_rec_0.25: 0.0000 couch_rec_0.25: 0.9050 counter_rec_0.25: 0.5963 countertop_rec_0.25: 0.4643 crate_rec_0.25: 1.0000 crib_rec_0.25: 1.0000 cube_rec_0.25: 1.0000 cup_rec_0.25: 0.1949 curtain_rec_0.25: 0.8645 cushion_rec_0.25: 0.7451 decoration_rec_0.25: 0.4929 desk_rec_0.25: 0.9261 device_rec_0.25: 0.7273 dish rack_rec_0.25: 0.8000 dishwasher_rec_0.25: 0.9000 dispenser_rec_0.25: 0.8864 door_rec_0.25: 0.8091 doorframe_rec_0.25: 0.8926 doorway_rec_0.25: 0.3333 drawer_rec_0.25: 0.8333 dresser_rec_0.25: 0.9630 dumbbell_rec_0.25: 0.3333 dvd_rec_0.25: 0.0000 excercise equipment_rec_0.25: 0.7500 fan_rec_0.25: 0.8281 faucet_rec_0.25: 0.4255 fence_rec_0.25: 0.2500 file_rec_0.25: 0.6471 fire extinguisher_rec_0.25: 0.2000 fireplace_rec_0.25: 0.6071 flowerpot_rec_0.25: 0.5098 folder_rec_0.25: 0.6429 food_rec_0.25: 0.0909 footstool_rec_0.25: 0.5000 frame_rec_0.25: 0.4082 fruit_rec_0.25: 0.4286 furniture_rec_0.25: 0.5000 garage door_rec_0.25: 0.0000 garbage_rec_0.25: 1.0000 globe_rec_0.25: 1.0000 guitar_rec_0.25: 0.5833 hair dryer_rec_0.25: 0.1429 hamper_rec_0.25: 1.0000 hanger_rec_0.25: 0.0833 hat_rec_0.25: 0.3333 headboard_rec_0.25: 0.6250 headphones_rec_0.25: 0.8000 heater_rec_0.25: 0.8793 helmets_rec_0.25: 1.0000 holder_rec_0.25: 0.4444 jacket_rec_0.25: 0.8750 jalousie_rec_0.25: 1.0000 jar_rec_0.25: 0.4615 kettle_rec_0.25: 0.6667 keyboard_rec_0.25: 0.2561 kitchen island_rec_0.25: 0.8571 kitchenware_rec_0.25: 0.5652 ladder_rec_0.25: 0.5882 lamp_rec_0.25: 0.7045 laptop_rec_0.25: 0.6957 letter_rec_0.25: 1.0000 light_rec_0.25: 0.2521 luggage_rec_0.25: 1.0000 machine_rec_0.25: 0.8421 magazine_rec_0.25: 0.4000 mailbox_rec_0.25: 0.6000 mat_rec_0.25: 0.0811 menu_rec_0.25: 0.1429 microwave_rec_0.25: 0.8163 mirror_rec_0.25: 0.7403 monitor_rec_0.25: 0.8701 mop_rec_0.25: 0.6667 mouse_rec_0.25: 0.0000 napkins_rec_0.25: 0.6667 notebook_rec_0.25: 0.0000 ottoman_rec_0.25: 0.8889 oven_rec_0.25: 0.7500 pack_rec_0.25: 0.8667 pan_rec_0.25: 0.2941 paper_rec_0.25: 0.1433 paper cutter_rec_0.25: 0.8333 partition_rec_0.25: 0.1667 person_rec_0.25: 0.5000 piano_rec_0.25: 0.8000 picture_rec_0.25: 0.3827 pillar_rec_0.25: 0.7907 pillow_rec_0.25: 0.8703 pipe_rec_0.25: 0.2692 pitcher_rec_0.25: 0.6667 plant_rec_0.25: 0.7737 plate_rec_0.25: 0.2692 player_rec_0.25: 0.2500 plunger_rec_0.25: 1.0000 pool_rec_0.25: 0.5000 pool table_rec_0.25: 0.3333 poster_rec_0.25: 0.1667 pot_rec_0.25: 0.7407 price tag_rec_0.25: 0.5714 printer_rec_0.25: 0.9184 projector_rec_0.25: 0.5000 purse_rec_0.25: 0.5000 rack_rec_0.25: 0.7692 radiator_rec_0.25: 0.8409 radio_rec_0.25: 0.2500 rail_rec_0.25: 0.4375 range hood_rec_0.25: 0.6429 refrigerator_rec_0.25: 0.8800 remote control_rec_0.25: 0.0714 roll_rec_0.25: 0.4000 roof_rec_0.25: 0.3750 sack_rec_0.25: 1.0000 scale_rec_0.25: 0.4545 screen_rec_0.25: 0.0000 sheet_rec_0.25: 1.0000 shelf_rec_0.25: 0.7950 shoe_rec_0.25: 0.4019 shower_rec_0.25: 0.3667 sign_rec_0.25: 0.3333 sink_rec_0.25: 0.9125 soap dish_rec_0.25: 0.6667 soap dispenser_rec_0.25: 0.9259 socket_rec_0.25: 0.0092 speaker_rec_0.25: 0.5000 stairs_rec_0.25: 0.4583 stall_rec_0.25: 0.9412 stand_rec_0.25: 0.9024 stapler_rec_0.25: 0.0000 statue_rec_0.25: 0.5789 stick_rec_0.25: 0.0000 stool_rec_0.25: 0.8319 stopcock_rec_0.25: 0.1852 stove_rec_0.25: 0.8611 structure_rec_0.25: 0.0000 support_rec_0.25: 0.0000 switch_rec_0.25: 0.0131 table_rec_0.25: 0.8866 tablet_rec_0.25: 0.5000 teapot_rec_0.25: 0.8889 telephone_rec_0.25: 0.3500 tissue_rec_0.25: 0.4615 tissue box_rec_0.25: 0.5625 toaster_rec_0.25: 0.7000 toilet_rec_0.25: 0.8881 toilet paper_rec_0.25: 0.6532 toiletry_rec_0.25: 0.3913 towel_rec_0.25: 0.6224 toy_rec_0.25: 0.4848 tray_rec_0.25: 0.4286 treadmill_rec_0.25: 0.0000 tube_rec_0.25: 0.0769 tv_rec_0.25: 0.7723 umbrella_rec_0.25: 0.2000 vacuum cleaner_rec_0.25: 0.8571 vanity_rec_0.25: 0.9286 vase_rec_0.25: 0.5800 wardrobe_rec_0.25: 0.8675 washbasin_rec_0.25: 0.5333 washing machine_rec_0.25: 0.8929 water cooler_rec_0.25: 1.0000 water heater_rec_0.25: 1.0000 window_rec_0.25: 0.7394 window frame_rec_0.25: 0.7172 windowsill_rec_0.25: 0.6522 wrap_rec_0.25: 0.0000 balcony_rec_0.25: 1.0000 baseboard_rec_0.25: 0.0000 coat hanger_rec_0.25: 1.0000 coil_rec_0.25: 0.5000 glass_rec_0.25: 1.0000 grab bar_rec_0.25: 0.7500 humidifier_rec_0.25: 1.0000 ledge_rec_0.25: 0.5000 salt_rec_0.25: 1.0000 shampoo_rec_0.25: 0.0000 tool_rec_0.25: 0.1667 arch_rec_0.25: 0.4333 glove_rec_0.25: 0.6667 wire_rec_0.25: 0.0000 drum_rec_0.25: 0.0000 mattress_rec_0.25: 0.0000 plug_rec_0.25: 0.0000 vent_rec_0.25: 0.0833 eraser_rec_0.25: 0.0000 map_rec_0.25: 0.5000 pad_rec_0.25: 0.3333 wood_rec_0.25: 0.0000 trophy_rec_0.25: 0.0000 pen_rec_0.25: 0.0000 rod_rec_0.25: 0.0250 wine_rec_0.25: 0.0000 grass_rec_0.25: 0.0000 handle_rec_0.25: 0.0000 flush_rec_0.25: 1.0000 scissors_rec_0.25: 0.0000 sunglasses_rec_0.25: 0.6154 duct_rec_0.25: 0.0000 knife_rec_0.25: 0.0000 sponge_rec_0.25: 0.0000 toothbrush_rec_0.25: 0.0000 toothpaste_rec_0.25: 0.0000 soap_rec_0.25: 0.1667 seasoning_rec_0.25: 0.1250 spoon_rec_0.25: 0.0000 alarm_rec_0.25: 0.0000 cap_rec_0.25: 0.0000 door knob_rec_0.25: 0.0000 label_rec_0.25: 0.0000 hook_rec_0.25: 0.0000 molding_rec_0.25: 1.0000 shovel_rec_0.25: 0.0000 thermostat_rec_0.25: 0.1667 mAR_0.25: 0.5176 adhesive tape_AP_0.50: 0.0000 air conditioner_AP_0.50: 0.4000 album_AP_0.50: 0.0000 backpack_AP_0.50: 0.1679 bag_AP_0.50: 0.0134 ball_AP_0.50: 0.2330 banister_AP_0.50: 0.0000 bar_AP_0.50: 0.0000 barricade_AP_0.50: 0.0000 basin_AP_0.50: 0.0024 basket_AP_0.50: 0.0597 bathtub_AP_0.50: 0.7397 beam_AP_0.50: 0.0000 beanbag_AP_0.50: 0.2625 bed_AP_0.50: 0.6099 bench_AP_0.50: 0.2700 bicycle_AP_0.50: 0.0005 bidet_AP_0.50: 0.3333 bin_AP_0.50: 0.4170 blackboard_AP_0.50: 0.0190 blanket_AP_0.50: 0.0360 blinds_AP_0.50: 0.0016 board_AP_0.50: 0.0033 body loofah_AP_0.50: 0.0000 book_AP_0.50: 0.0243 bottle_AP_0.50: 0.0004 bowl_AP_0.50: 0.0356 box_AP_0.50: 0.0407 bread_AP_0.50: 0.0000 broom_AP_0.50: 0.0000 brush_AP_0.50: 0.0000 bucket_AP_0.50: 0.0247 cabinet_AP_0.50: 0.1156 calendar_AP_0.50: 0.0000 can_AP_0.50: 0.0015 candle_AP_0.50: 0.0000 candlestick_AP_0.50: 0.0910 car_AP_0.50: 0.0000 carpet_AP_0.50: 0.0000 cart_AP_0.50: 0.0241 case_AP_0.50: 0.0270 chair_AP_0.50: 0.7001 chandelier_AP_0.50: 0.0333 clock_AP_0.50: 0.0032 clothes_AP_0.50: 0.0548 clothes dryer_AP_0.50: 0.0319 coffee maker_AP_0.50: 0.0105 column_AP_0.50: 0.0001 commode_AP_0.50: 0.1631 computer_AP_0.50: 0.0609 conducting wire_AP_0.50: 0.0000 container_AP_0.50: 0.0006 copier_AP_0.50: 0.5324 cosmetics_AP_0.50: 0.0000 couch_AP_0.50: 0.5272 counter_AP_0.50: 0.0046 countertop_AP_0.50: 0.0001 crate_AP_0.50: 0.0081 crib_AP_0.50: 0.4070 cube_AP_0.50: 0.2000 cup_AP_0.50: 0.0003 curtain_AP_0.50: 0.0309 cushion_AP_0.50: 0.0057 decoration_AP_0.50: 0.0045 desk_AP_0.50: 0.3214 device_AP_0.50: 0.0962 dish rack_AP_0.50: 0.2002 dishwasher_AP_0.50: 0.0000 dispenser_AP_0.50: 0.2515 door_AP_0.50: 0.0322 doorframe_AP_0.50: 0.1304 doorway_AP_0.50: 0.0000 drawer_AP_0.50: 0.0016 dresser_AP_0.50: 0.1426 dumbbell_AP_0.50: 0.0000 dvd_AP_0.50: 0.0000 excercise equipment_AP_0.50: 0.0189 fan_AP_0.50: 0.0041 faucet_AP_0.50: 0.0002 fence_AP_0.50: 0.0005 file_AP_0.50: 0.0469 fire extinguisher_AP_0.50: 0.0000 fireplace_AP_0.50: 0.0123 flowerpot_AP_0.50: 0.0251 folder_AP_0.50: 0.0001 food_AP_0.50: 0.0002 footstool_AP_0.50: 0.0060 frame_AP_0.50: 0.0001 fruit_AP_0.50: 0.0367 furniture_AP_0.50: 0.0012 garage door_AP_0.50: 0.0000 garbage_AP_0.50: 0.0131 globe_AP_0.50: 0.0250 guitar_AP_0.50: 0.0077 hair dryer_AP_0.50: 0.0012 hamper_AP_0.50: 0.1593 hanger_AP_0.50: 0.0000 hat_AP_0.50: 0.0001 headboard_AP_0.50: 0.0000 headphones_AP_0.50: 0.0000 heater_AP_0.50: 0.0464 helmets_AP_0.50: 0.0011 holder_AP_0.50: 0.0004 jacket_AP_0.50: 0.0528 jalousie_AP_0.50: 0.0025 jar_AP_0.50: 0.0044 kettle_AP_0.50: 0.0004 keyboard_AP_0.50: 0.0203 kitchen island_AP_0.50: 0.3749 kitchenware_AP_0.50: 0.0020 ladder_AP_0.50: 0.0302 lamp_AP_0.50: 0.1294 laptop_AP_0.50: 0.0214 letter_AP_0.50: 0.2500 light_AP_0.50: 0.0046 luggage_AP_0.50: 0.1149 machine_AP_0.50: 0.0542 magazine_AP_0.50: 0.0000 mailbox_AP_0.50: 0.0029 mat_AP_0.50: 0.0000 menu_AP_0.50: 0.0000 microwave_AP_0.50: 0.2316 mirror_AP_0.50: 0.0106 monitor_AP_0.50: 0.1823 mop_AP_0.50: 0.0278 mouse_AP_0.50: 0.0000 napkins_AP_0.50: 0.0667 notebook_AP_0.50: 0.0000 ottoman_AP_0.50: 0.1268 oven_AP_0.50: 0.0313 pack_AP_0.50: 0.0026 pan_AP_0.50: 0.0000 paper_AP_0.50: 0.0006 paper cutter_AP_0.50: 0.0002 partition_AP_0.50: 0.0000 person_AP_0.50: 0.0011 piano_AP_0.50: 0.1169 picture_AP_0.50: 0.0121 pillar_AP_0.50: 0.1283 pillow_AP_0.50: 0.0617 pipe_AP_0.50: 0.0000 pitcher_AP_0.50: 0.0016 plant_AP_0.50: 0.0568 plate_AP_0.50: 0.0011 player_AP_0.50: 0.0000 plunger_AP_0.50: 0.0444 pool_AP_0.50: 0.0000 pool table_AP_0.50: 0.0417 poster_AP_0.50: 0.0010 pot_AP_0.50: 0.0667 price tag_AP_0.50: 0.0000 printer_AP_0.50: 0.1879 projector_AP_0.50: 0.0003 purse_AP_0.50: 0.0000 rack_AP_0.50: 0.0049 radiator_AP_0.50: 0.1098 radio_AP_0.50: 0.0000 rail_AP_0.50: 0.0002 range hood_AP_0.50: 0.0000 refrigerator_AP_0.50: 0.1756 remote control_AP_0.50: 0.0000 roll_AP_0.50: 0.0000 roof_AP_0.50: 0.0000 sack_AP_0.50: 0.1598 scale_AP_0.50: 0.1893 screen_AP_0.50: 0.0000 sheet_AP_0.50: 0.0000 shelf_AP_0.50: 0.1282 shoe_AP_0.50: 0.0175 shower_AP_0.50: 0.0062 sign_AP_0.50: 0.0016 sink_AP_0.50: 0.2899 soap dish_AP_0.50: 0.0700 soap dispenser_AP_0.50: 0.4830 socket_AP_0.50: 0.0000 speaker_AP_0.50: 0.0014 stairs_AP_0.50: 0.0188 stall_AP_0.50: 0.1354 stand_AP_0.50: 0.4690 stapler_AP_0.50: 0.0000 statue_AP_0.50: 0.0892 stick_AP_0.50: 0.0000 stool_AP_0.50: 0.1323 stopcock_AP_0.50: 0.0000 stove_AP_0.50: 0.0812 structure_AP_0.50: 0.0000 support_AP_0.50: 0.0000 switch_AP_0.50: 0.0000 table_AP_0.50: 0.4600 tablet_AP_0.50: 0.0028 teapot_AP_0.50: 0.0000 telephone_AP_0.50: 0.0015 tissue_AP_0.50: 0.0006 tissue box_AP_0.50: 0.0013 toaster_AP_0.50: 0.0025 toilet_AP_0.50: 0.7890 toilet paper_AP_0.50: 0.0247 toiletry_AP_0.50: 0.0001 towel_AP_0.50: 0.0777 toy_AP_0.50: 0.0013 tray_AP_0.50: 0.0057 treadmill_AP_0.50: 0.0000 tube_AP_0.50: 0.0000 tv_AP_0.50: 0.1213 umbrella_AP_0.50: 0.0000 vacuum cleaner_AP_0.50: 0.0019 vanity_AP_0.50: 0.4162 vase_AP_0.50: 0.0292 wardrobe_AP_0.50: 0.0964 washbasin_AP_0.50: 0.1019 washing machine_AP_0.50: 0.1964 water cooler_AP_0.50: 0.5109 water heater_AP_0.50: 0.5125 window_AP_0.50: 0.0182 window frame_AP_0.50: 0.0046 windowsill_AP_0.50: 0.0023 wrap_AP_0.50: 0.0000 balcony_AP_0.50: 0.0000 baseboard_AP_0.50: 0.0000 coat hanger_AP_0.50: 0.0000 coil_AP_0.50: 0.0000 glass_AP_0.50: 0.0000 grab bar_AP_0.50: 0.0000 humidifier_AP_0.50: 0.0000 ledge_AP_0.50: 0.0045 salt_AP_0.50: 0.0000 shampoo_AP_0.50: 0.0000 tool_AP_0.50: 0.0040 arch_AP_0.50: 0.0000 glove_AP_0.50: 0.0069 wire_AP_0.50: 0.0000 drum_AP_0.50: 0.0000 mattress_AP_0.50: 0.0000 plug_AP_0.50: 0.0000 vent_AP_0.50: 0.0000 eraser_AP_0.50: 0.0000 map_AP_0.50: 0.0000 pad_AP_0.50: 0.0000 wood_AP_0.50: 0.0000 trophy_AP_0.50: 0.0000 pen_AP_0.50: 0.0000 rod_AP_0.50: 0.0000 wine_AP_0.50: 0.0000 grass_AP_0.50: 0.0000 handle_AP_0.50: 0.0000 flush_AP_0.50: 0.0000 scissors_AP_0.50: 0.0000 sunglasses_AP_0.50: 0.0000 duct_AP_0.50: 0.0000 knife_AP_0.50: 0.0000 sponge_AP_0.50: 0.0000 toothbrush_AP_0.50: 0.0000 toothpaste_AP_0.50: 0.0000 soap_AP_0.50: 0.0049 seasoning_AP_0.50: 0.0000 spoon_AP_0.50: 0.0000 alarm_AP_0.50: 0.0000 cap_AP_0.50: 0.0000 door knob_AP_0.50: 0.0000 label_AP_0.50: 0.0000 hook_AP_0.50: 0.0000 molding_AP_0.50: 0.0003 shovel_AP_0.50: 0.0000 thermostat_AP_0.50: 0.0000 mAP_0.50: 0.0634 adhesive tape_rec_0.50: 0.0000 air conditioner_rec_0.50: 0.4000 album_rec_0.50: 0.0000 backpack_rec_0.50: 0.5968 bag_rec_0.50: 0.2921 ball_rec_0.50: 0.4762 banister_rec_0.50: 0.0000 bar_rec_0.50: 0.0000 barricade_rec_0.50: 0.0000 basin_rec_0.50: 0.1765 basket_rec_0.50: 0.3826 bathtub_rec_0.50: 0.8000 beam_rec_0.50: 0.0000 beanbag_rec_0.50: 0.8333 bed_rec_0.50: 0.7515 bench_rec_0.50: 0.6226 bicycle_rec_0.50: 0.3333 bidet_rec_0.50: 0.3333 bin_rec_0.50: 0.6799 blackboard_rec_0.50: 0.2308 blanket_rec_0.50: 0.2400 blinds_rec_0.50: 0.1400 board_rec_0.50: 0.2419 body loofah_rec_0.50: 0.0000 book_rec_0.50: 0.1469 bottle_rec_0.50: 0.0613 bowl_rec_0.50: 0.1594 box_rec_0.50: 0.2803 bread_rec_0.50: 0.0000 broom_rec_0.50: 0.0000 brush_rec_0.50: 0.0000 bucket_rec_0.50: 0.6154 cabinet_rec_0.50: 0.5181 calendar_rec_0.50: 0.0000 can_rec_0.50: 0.0833 candle_rec_0.50: 0.0000 candlestick_rec_0.50: 0.6667 car_rec_0.50: 0.0000 carpet_rec_0.50: 0.0119 cart_rec_0.50: 0.5000 case_rec_0.50: 0.1864 chair_rec_0.50: 0.8155 chandelier_rec_0.50: 0.2381 clock_rec_0.50: 0.0851 clothes_rec_0.50: 0.2930 clothes dryer_rec_0.50: 0.6000 coffee maker_rec_0.50: 0.2759 column_rec_0.50: 0.0789 commode_rec_0.50: 0.8269 computer_rec_0.50: 0.3390 conducting wire_rec_0.50: 0.0000 container_rec_0.50: 0.1864 copier_rec_0.50: 0.8333 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.7769 counter_rec_0.50: 0.1193 countertop_rec_0.50: 0.0357 crate_rec_0.50: 0.7143 crib_rec_0.50: 1.0000 cube_rec_0.50: 1.0000 cup_rec_0.50: 0.0339 curtain_rec_0.50: 0.3343 cushion_rec_0.50: 0.2549 decoration_rec_0.50: 0.1571 desk_rec_0.50: 0.7045 device_rec_0.50: 0.2727 dish rack_rec_0.50: 0.4000 dishwasher_rec_0.50: 0.0000 dispenser_rec_0.50: 0.5682 door_rec_0.50: 0.2771 doorframe_rec_0.50: 0.5035 doorway_rec_0.50: 0.1111 drawer_rec_0.50: 0.4444 dresser_rec_0.50: 0.7963 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.4000 fan_rec_0.50: 0.1094 faucet_rec_0.50: 0.0426 fence_rec_0.50: 0.0833 file_rec_0.50: 0.2941 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.1786 flowerpot_rec_0.50: 0.1765 folder_rec_0.50: 0.0714 food_rec_0.50: 0.0909 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.1020 fruit_rec_0.50: 0.2857 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.0000 garbage_rec_0.50: 0.7500 globe_rec_0.50: 1.0000 guitar_rec_0.50: 0.3333 hair dryer_rec_0.50: 0.1429 hamper_rec_0.50: 0.9091 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.1111 headboard_rec_0.50: 0.0000 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.4483 helmets_rec_0.50: 0.6667 holder_rec_0.50: 0.1111 jacket_rec_0.50: 0.3333 jalousie_rec_0.50: 0.5000 jar_rec_0.50: 0.2308 kettle_rec_0.50: 0.1667 keyboard_rec_0.50: 0.0244 kitchen island_rec_0.50: 0.8571 kitchenware_rec_0.50: 0.0652 ladder_rec_0.50: 0.4118 lamp_rec_0.50: 0.3164 laptop_rec_0.50: 0.2174 letter_rec_0.50: 0.2500 light_rec_0.50: 0.0705 luggage_rec_0.50: 0.6667 machine_rec_0.50: 0.3684 magazine_rec_0.50: 0.0000 mailbox_rec_0.50: 0.2000 mat_rec_0.50: 0.0270 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.5102 mirror_rec_0.50: 0.1657 monitor_rec_0.50: 0.5254 mop_rec_0.50: 0.3333 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.3333 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.8056 oven_rec_0.50: 0.3571 pack_rec_0.50: 0.1333 pan_rec_0.50: 0.0588 paper_rec_0.50: 0.0388 paper cutter_rec_0.50: 0.1667 partition_rec_0.50: 0.0000 person_rec_0.50: 0.1667 piano_rec_0.50: 0.6000 picture_rec_0.50: 0.1027 pillar_rec_0.50: 0.4186 pillow_rec_0.50: 0.3264 pipe_rec_0.50: 0.0385 pitcher_rec_0.50: 0.3333 plant_rec_0.50: 0.3072 plate_rec_0.50: 0.0962 player_rec_0.50: 0.0000 plunger_rec_0.50: 0.4000 pool_rec_0.50: 0.0000 pool table_rec_0.50: 0.3333 poster_rec_0.50: 0.0152 pot_rec_0.50: 0.2963 price tag_rec_0.50: 0.0000 printer_rec_0.50: 0.5918 projector_rec_0.50: 0.5000 purse_rec_0.50: 0.0000 rack_rec_0.50: 0.3654 radiator_rec_0.50: 0.4091 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0312 range hood_rec_0.50: 0.0000 refrigerator_rec_0.50: 0.6400 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.0000 roof_rec_0.50: 0.0000 sack_rec_0.50: 0.7143 scale_rec_0.50: 0.4545 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.3705 shoe_rec_0.50: 0.1121 shower_rec_0.50: 0.1667 sign_rec_0.50: 0.1333 sink_rec_0.50: 0.5167 soap dish_rec_0.50: 0.2000 soap dispenser_rec_0.50: 0.6296 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.3182 stairs_rec_0.50: 0.1111 stall_rec_0.50: 0.4118 stand_rec_0.50: 0.7500 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.2632 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.6134 stopcock_rec_0.50: 0.0000 stove_rec_0.50: 0.3333 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.7732 tablet_rec_0.50: 0.5000 teapot_rec_0.50: 0.1111 telephone_rec_0.50: 0.0667 tissue_rec_0.50: 0.0769 tissue box_rec_0.50: 0.1875 toaster_rec_0.50: 0.6000 toilet_rec_0.50: 0.8507 toilet paper_rec_0.50: 0.2016 toiletry_rec_0.50: 0.0435 towel_rec_0.50: 0.2687 toy_rec_0.50: 0.1818 tray_rec_0.50: 0.1429 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.4554 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.4286 vanity_rec_0.50: 0.7857 vase_rec_0.50: 0.3000 wardrobe_rec_0.50: 0.5181 washbasin_rec_0.50: 0.3333 washing machine_rec_0.50: 0.6071 water cooler_rec_0.50: 1.0000 water heater_rec_0.50: 1.0000 window_rec_0.50: 0.1833 window frame_rec_0.50: 0.1818 windowsill_rec_0.50: 0.1739 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.0000 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.1667 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.1667 arch_rec_0.50: 0.0667 glove_rec_0.50: 0.3333 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.0769 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.1667 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 1.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.2391 data_time: 5.5706 time: 5.9536 2024/02/27 04:49:49 - mmengine - INFO - Epoch(train) [8][ 50/973] lr: 1.0000e-03 eta: 4:47:00 time: 3.7325 data_time: 0.6151 memory: 16182 grad_norm: 0.3219 loss: 1.3875 loss_center: 0.5997 loss_bbox: 0.3140 loss_cls: 0.4738 2024/02/27 04:52:53 - mmengine - INFO - Epoch(train) [8][100/973] lr: 1.0000e-03 eta: 4:44:04 time: 3.6794 data_time: 0.0966 memory: 15707 grad_norm: 0.3254 loss: 1.4199 loss_center: 0.6327 loss_bbox: 0.2960 loss_cls: 0.4912 2024/02/27 04:55:49 - mmengine - INFO - Epoch(train) [8][150/973] lr: 1.0000e-03 eta: 4:41:04 time: 3.5273 data_time: 0.2524 memory: 18449 grad_norm: 0.3170 loss: 1.5120 loss_center: 0.6743 loss_bbox: 0.3156 loss_cls: 0.5222 2024/02/27 04:58:09 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 04:58:42 - mmengine - INFO - Epoch(train) [8][200/973] lr: 1.0000e-03 eta: 4:38:01 time: 3.4620 data_time: 0.2791 memory: 18732 grad_norm: 0.3129 loss: 1.4706 loss_center: 0.6511 loss_bbox: 0.2998 loss_cls: 0.5198 2024/02/27 05:01:51 - mmengine - INFO - Epoch(train) [8][250/973] lr: 1.0000e-03 eta: 4:35:09 time: 3.7770 data_time: 0.1600 memory: 17146 grad_norm: 0.3537 loss: 1.4004 loss_center: 0.6103 loss_bbox: 0.3059 loss_cls: 0.4841 2024/02/27 05:04:39 - mmengine - INFO - Epoch(train) [8][300/973] lr: 1.0000e-03 eta: 4:32:03 time: 3.3496 data_time: 0.3627 memory: 17113 grad_norm: 0.3464 loss: 1.3846 loss_center: 0.5960 loss_bbox: 0.3102 loss_cls: 0.4784 2024/02/27 05:07:33 - mmengine - INFO - Epoch(train) [8][350/973] lr: 1.0000e-03 eta: 4:29:01 time: 3.4788 data_time: 0.1037 memory: 16442 grad_norm: 0.2992 loss: 1.4498 loss_center: 0.6516 loss_bbox: 0.2972 loss_cls: 0.5010 2024/02/27 05:10:33 - mmengine - INFO - Epoch(train) [8][400/973] lr: 1.0000e-03 eta: 4:26:03 time: 3.6056 data_time: 0.4300 memory: 15558 grad_norm: 0.3207 loss: 1.3707 loss_center: 0.6263 loss_bbox: 0.2808 loss_cls: 0.4636 2024/02/27 05:13:35 - mmengine - INFO - Epoch(train) [8][450/973] lr: 1.0000e-03 eta: 4:23:06 time: 3.6357 data_time: 0.4281 memory: 17182 grad_norm: 0.3806 loss: 1.4362 loss_center: 0.6024 loss_bbox: 0.3356 loss_cls: 0.4982 2024/02/27 05:16:35 - mmengine - INFO - Epoch(train) [8][500/973] lr: 1.0000e-03 eta: 4:20:08 time: 3.5989 data_time: 0.1260 memory: 17426 grad_norm: 0.2991 loss: 1.5194 loss_center: 0.6664 loss_bbox: 0.3138 loss_cls: 0.5391 2024/02/27 05:19:23 - mmengine - INFO - Epoch(train) [8][550/973] lr: 1.0000e-03 eta: 4:17:03 time: 3.3739 data_time: 0.1016 memory: 16394 grad_norm: 0.3033 loss: 1.3936 loss_center: 0.6242 loss_bbox: 0.2866 loss_cls: 0.4828 2024/02/27 05:22:27 - mmengine - INFO - Epoch(train) [8][600/973] lr: 1.0000e-03 eta: 4:14:07 time: 3.6659 data_time: 0.4679 memory: 19424 grad_norm: 0.3004 loss: 1.3753 loss_center: 0.6128 loss_bbox: 0.2841 loss_cls: 0.4784 2024/02/27 05:25:27 - mmengine - INFO - Epoch(train) [8][650/973] lr: 1.0000e-03 eta: 4:11:10 time: 3.6177 data_time: 0.2138 memory: 16486 grad_norm: 0.2857 loss: 1.5401 loss_center: 0.6898 loss_bbox: 0.3037 loss_cls: 0.5466 2024/02/27 05:28:44 - mmengine - INFO - Epoch(train) [8][700/973] lr: 1.0000e-03 eta: 4:08:21 time: 3.9221 data_time: 0.0963 memory: 17321 grad_norm: 0.3205 loss: 1.4404 loss_center: 0.6437 loss_bbox: 0.2977 loss_cls: 0.4990 2024/02/27 05:31:44 - mmengine - INFO - Epoch(train) [8][750/973] lr: 1.0000e-03 eta: 4:05:23 time: 3.6154 data_time: 0.3321 memory: 16289 grad_norm: 0.3029 loss: 1.4566 loss_center: 0.6367 loss_bbox: 0.3227 loss_cls: 0.4971 2024/02/27 05:34:34 - mmengine - INFO - Epoch(train) [8][800/973] lr: 1.0000e-03 eta: 4:02:19 time: 3.3890 data_time: 1.3696 memory: 16845 grad_norm: 0.3111 loss: 1.4717 loss_center: 0.6565 loss_bbox: 0.3091 loss_cls: 0.5061 2024/02/27 05:37:43 - mmengine - INFO - Epoch(train) [8][850/973] lr: 1.0000e-03 eta: 3:59:25 time: 3.7793 data_time: 0.2373 memory: 17642 grad_norm: 0.3158 loss: 1.4227 loss_center: 0.6408 loss_bbox: 0.2980 loss_cls: 0.4840 2024/02/27 05:40:42 - mmengine - INFO - Epoch(train) [8][900/973] lr: 1.0000e-03 eta: 3:56:27 time: 3.5871 data_time: 0.2163 memory: 16580 grad_norm: 0.3194 loss: 1.4051 loss_center: 0.6296 loss_bbox: 0.2973 loss_cls: 0.4782 2024/02/27 05:43:48 - mmengine - INFO - Epoch(train) [8][950/973] lr: 1.0000e-03 eta: 3:53:31 time: 3.7081 data_time: 0.2247 memory: 18004 grad_norm: 0.2940 loss: 1.4769 loss_center: 0.6833 loss_bbox: 0.2909 loss_cls: 0.5027 2024/02/27 05:45:16 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 05:45:16 - mmengine - INFO - Saving checkpoint at 8 epochs 2024/02/27 05:47:27 - mmengine - INFO - Epoch(val) [8][ 50/103] eta: 0:02:09 time: 2.4498 data_time: 2.0804 memory: 17413 2024/02/27 05:55:02 - mmengine - INFO - Epoch(val) [8][100/103] eta: 0:00:17 time: 9.0878 data_time: 8.6993 memory: 4452 2024/02/27 06:00:08 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.4036 | 0.6000 | 0.4000 | 0.4000 | | backpack | 0.3797 | 0.8710 | 0.2148 | 0.6129 | | bag | 0.0816 | 0.7640 | 0.0318 | 0.3764 | | balcony | 0.0012 | 1.0000 | 0.0000 | 0.0000 | | ball | 0.2980 | 0.6667 | 0.2855 | 0.5714 | | banister | 0.0015 | 0.6000 | 0.0000 | 0.0000 | | bar | 0.0567 | 0.2000 | 0.0167 | 0.0333 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0058 | 0.4706 | 0.0050 | 0.1176 | | basket | 0.1040 | 0.7043 | 0.0639 | 0.4174 | | bathtub | 0.8335 | 0.8769 | 0.7630 | 0.8000 | | beam | 0.0091 | 0.0455 | 0.0000 | 0.0000 | | bed | 0.8644 | 0.9467 | 0.5822 | 0.7041 | | bench | 0.3188 | 0.8491 | 0.1672 | 0.5283 | | bidet | 0.4286 | 0.6667 | 0.3333 | 0.3333 | | bin | 0.6147 | 0.9122 | 0.4581 | 0.7450 | | blackboard | 0.3115 | 0.8462 | 0.0277 | 0.2436 | | blanket | 0.2796 | 0.7900 | 0.0158 | 0.1900 | | blinds | 0.0159 | 0.6600 | 0.0009 | 0.1400 | | board | 0.0402 | 0.7581 | 0.0184 | 0.3226 | | body loofah | 0.0039 | 1.0000 | 0.0000 | 0.0000 | | book | 0.1808 | 0.4937 | 0.0356 | 0.1483 | | bottle | 0.0263 | 0.3231 | 0.0026 | 0.0947 | | bowl | 0.0857 | 0.5072 | 0.0164 | 0.1449 | | box | 0.1635 | 0.6158 | 0.0612 | 0.2934 | | broom | 0.0002 | 0.0714 | 0.0000 | 0.0000 | | brush | 0.0737 | 0.3571 | 0.0000 | 0.0000 | | bucket | 0.0636 | 0.8205 | 0.0428 | 0.6410 | | cabinet | 0.2463 | 0.8778 | 0.1179 | 0.5542 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0037 | 0.3889 | 0.0002 | 0.0556 | | car | 0.0920 | 0.5714 | 0.0000 | 0.0000 | | carpet | 0.0159 | 0.1310 | 0.0001 | 0.0238 | | case | 0.0546 | 0.4068 | 0.0294 | 0.2090 | | chair | 0.8384 | 0.9268 | 0.7048 | 0.8161 | | chandelier | 0.1583 | 0.7619 | 0.0335 | 0.2857 | | clock | 0.0215 | 0.3830 | 0.0050 | 0.1064 | | clothes | 0.2213 | 0.7134 | 0.0661 | 0.3344 | | clothes dryer | 0.1677 | 0.9333 | 0.1650 | 0.8000 | | column | 0.0167 | 0.3684 | 0.0062 | 0.1316 | | commode | 0.2321 | 0.9615 | 0.2145 | 0.8462 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | container | 0.0047 | 0.5763 | 0.0020 | 0.2712 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | couch | 0.6347 | 0.9050 | 0.4811 | 0.7190 | | counter | 0.1316 | 0.5872 | 0.0080 | 0.1284 | | countertop | 0.0602 | 0.5357 | 0.0000 | 0.0357 | | crate | 0.2742 | 1.0000 | 0.1455 | 0.5714 | | crib | 0.1222 | 1.0000 | 0.1222 | 1.0000 | | cup | 0.0042 | 0.2034 | 0.0003 | 0.0339 | | curtain | 0.3917 | 0.8705 | 0.0353 | 0.3886 | | cushion | 0.0447 | 0.7451 | 0.0066 | 0.2549 | | decoration | 0.0161 | 0.5429 | 0.0016 | 0.1571 | | desk | 0.4719 | 0.9148 | 0.3426 | 0.7273 | | dish rack | 0.0769 | 0.8000 | 0.0667 | 0.2000 | | dishwasher | 0.0065 | 0.7000 | 0.0000 | 0.0000 | | dispenser | 0.4912 | 0.8409 | 0.3586 | 0.5000 | | door | 0.3401 | 0.8264 | 0.0414 | 0.3350 | | doorframe | 0.3977 | 0.8926 | 0.1351 | 0.5634 | | drawer | 0.0037 | 0.7778 | 0.0017 | 0.5556 | | dresser | 0.2769 | 0.9630 | 0.2457 | 0.8333 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dumbbell | 0.0019 | 0.3333 | 0.0000 | 0.0000 | | fan | 0.4273 | 0.8281 | 0.0068 | 0.2031 | | faucet | 0.0364 | 0.3404 | 0.0011 | 0.0638 | | fire extinguisher | 0.0028 | 0.2000 | 0.0000 | 0.0000 | | flowerpot | 0.0197 | 0.5098 | 0.0106 | 0.2157 | | flush | 0.0143 | 0.5000 | 0.0000 | 0.0000 | | folder | 0.0087 | 0.6429 | 0.0027 | 0.1429 | | food | 0.0009 | 0.2727 | 0.0000 | 0.0000 | | footstool | 0.0172 | 0.5000 | 0.0172 | 0.5000 | | frame | 0.0042 | 0.4082 | 0.0004 | 0.1429 | | fruit | 0.0957 | 0.4286 | 0.0122 | 0.2143 | | furniture | 0.0013 | 0.5000 | 0.0004 | 0.3333 | | garbage | 0.0391 | 1.0000 | 0.0166 | 0.6250 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.1077 | 0.5000 | 0.0250 | 0.1250 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hamper | 0.1663 | 1.0000 | 0.1536 | 0.8182 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hanger | 0.0000 | 0.0833 | 0.0000 | 0.0000 | | hat | 0.0008 | 0.2222 | 0.0007 | 0.1111 | | heater | 0.2295 | 0.8966 | 0.0772 | 0.5172 | | helmets | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | holder | 0.0795 | 0.3333 | 0.0034 | 0.1111 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.4923 | 0.8750 | 0.0455 | 0.3750 | | jalousie | 0.0099 | 1.0000 | 0.0099 | 1.0000 | | jar | 0.0237 | 0.5385 | 0.0188 | 0.2308 | | kettle | 0.0309 | 0.6667 | 0.0022 | 0.1667 | | ladder | 0.1157 | 0.6471 | 0.0789 | 0.4118 | | lamp | 0.4103 | 0.6925 | 0.1873 | 0.3701 | | laptop | 0.1903 | 0.6087 | 0.1076 | 0.3043 | | ledge | 0.0022 | 0.3333 | 0.0000 | 0.0000 | | light | 0.0412 | 0.2607 | 0.0053 | 0.0620 | | machine | 0.1115 | 1.0000 | 0.0534 | 0.3684 | | magazine | 0.2007 | 0.6000 | 0.0000 | 0.0000 | | mailbox | 0.0456 | 0.8000 | 0.0024 | 0.2000 | | map | 0.0008 | 0.5000 | 0.0000 | 0.0000 | | mat | 0.0030 | 0.2162 | 0.0002 | 0.0270 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3435 | 0.8367 | 0.2349 | 0.6327 | | mirror | 0.1741 | 0.8011 | 0.0088 | 0.1381 | | molding | 0.0001 | 1.0000 | 0.0000 | 0.0000 | | mop | 0.0021 | 0.3333 | 0.0000 | 0.0000 | | ottoman | 0.1636 | 0.8611 | 0.1496 | 0.7778 | | oven | 0.2367 | 0.6786 | 0.0954 | 0.4286 | | pack | 0.0151 | 0.4667 | 0.0013 | 0.0667 | | pan | 0.0036 | 0.3529 | 0.0003 | 0.1176 | | paper | 0.0159 | 0.1552 | 0.0013 | 0.0478 | | paper cutter | 0.2504 | 1.0000 | 0.0000 | 0.0000 | | partition | 0.0061 | 0.5000 | 0.0000 | 0.0000 | | person | 0.0044 | 0.3333 | 0.0028 | 0.1667 | | picture | 0.1495 | 0.4411 | 0.0188 | 0.1059 | | pillar | 0.3020 | 0.7442 | 0.1687 | 0.3721 | | pillow | 0.5544 | 0.8494 | 0.1579 | 0.3933 | | pipe | 0.0014 | 0.2692 | 0.0000 | 0.0385 | | plant | 0.2939 | 0.7783 | 0.0794 | 0.3626 | | plate | 0.0272 | 0.3846 | 0.0017 | 0.1154 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.6244 | 1.0000 | 0.0000 | 0.0000 | | poster | 0.0917 | 0.1364 | 0.0000 | 0.0000 | | pot | 0.1167 | 0.6296 | 0.0907 | 0.4815 | | price tag | 0.0029 | 0.4286 | 0.0000 | 0.0000 | | printer | 0.4082 | 0.8776 | 0.2660 | 0.6327 | | purse | 0.0004 | 0.6667 | 0.0000 | 0.1667 | | rack | 0.0192 | 0.7308 | 0.0106 | 0.4038 | | radiator | 0.3631 | 0.8636 | 0.1450 | 0.5000 | | rail | 0.0133 | 0.5000 | 0.0001 | 0.0469 | | refrigerator | 0.3461 | 0.8800 | 0.1990 | 0.6800 | | rod | 0.0067 | 0.1500 | 0.0000 | 0.0000 | | roll | 0.1455 | 0.4000 | 0.0000 | 0.0000 | | roof | 0.0011 | 0.3750 | 0.0002 | 0.0833 | | scale | 0.0252 | 0.4545 | 0.0119 | 0.3636 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shelf | 0.3537 | 0.7950 | 0.1434 | 0.4047 | | shoe | 0.1449 | 0.3925 | 0.0419 | 0.1776 | | shower | 0.0179 | 0.4000 | 0.0096 | 0.2333 | | sign | 0.0066 | 0.2667 | 0.0059 | 0.1667 | | sink | 0.6719 | 0.9042 | 0.3223 | 0.5292 | | soap | 0.0043 | 0.3333 | 0.0027 | 0.1667 | | soap dish | 0.2805 | 0.4667 | 0.1732 | 0.2667 | | soap dispenser | 0.5949 | 0.8889 | 0.3330 | 0.5556 | | socket | 0.0006 | 0.0138 | 0.0000 | 0.0000 | | stairs | 0.0752 | 0.5139 | 0.0023 | 0.0833 | | stall | 0.3322 | 0.7647 | 0.1443 | 0.2941 | | stand | 0.5791 | 0.9085 | 0.4811 | 0.7561 | | statue | 0.0168 | 0.5789 | 0.0081 | 0.4211 | | stool | 0.1982 | 0.8067 | 0.1533 | 0.5966 | | stopcock | 0.0380 | 0.2963 | 0.0000 | 0.0000 | | stove | 0.2478 | 0.8056 | 0.1904 | 0.3611 | | switch | 0.0001 | 0.0196 | 0.0000 | 0.0000 | | table | 0.5465 | 0.8866 | 0.4703 | 0.7748 | | telephone | 0.0606 | 0.3833 | 0.0349 | 0.1500 | | thermostat | 0.0034 | 0.1667 | 0.0000 | 0.0000 | | tissue | 0.0826 | 0.5385 | 0.0013 | 0.0769 | | tissue box | 0.0171 | 0.5625 | 0.0034 | 0.2500 | | toaster | 0.0103 | 0.7000 | 0.0021 | 0.4000 | | toilet | 0.8484 | 0.8806 | 0.7706 | 0.8060 | | toilet paper | 0.3113 | 0.6371 | 0.0376 | 0.1855 | | toiletry | 0.0049 | 0.3913 | 0.0001 | 0.0870 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.2978 | 0.6565 | 0.0998 | 0.2925 | | toy | 0.0102 | 0.5152 | 0.0022 | 0.1364 | | tube | 0.0000 | 0.0769 | 0.0000 | 0.0000 | | tv | 0.3395 | 0.8416 | 0.1277 | 0.4752 | | umbrella | 0.0005 | 0.4000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.1135 | 0.8571 | 0.0643 | 0.4286 | | vanity | 0.5490 | 0.9524 | 0.4267 | 0.7619 | | vent | 0.0005 | 0.0417 | 0.0000 | 0.0000 | | wardrobe | 0.2054 | 0.8554 | 0.1120 | 0.5422 | | washbasin | 0.0154 | 0.5333 | 0.0106 | 0.2667 | | washing machine | 0.2896 | 0.9286 | 0.2314 | 0.6786 | | water cooler | 0.5152 | 1.0000 | 0.5152 | 1.0000 | | water heater | 0.5213 | 1.0000 | 0.5213 | 1.0000 | | window | 0.2121 | 0.7121 | 0.0233 | 0.2121 | | window frame | 0.0557 | 0.6667 | 0.0087 | 0.2424 | | windowsill | 0.1186 | 0.6304 | 0.0059 | 0.2174 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cart | 0.0219 | 0.7500 | 0.0219 | 0.7500 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | doorway | 0.0005 | 0.5556 | 0.0000 | 0.0000 | | monitor | 0.6868 | 0.8701 | 0.1970 | 0.5367 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | salt | 0.5000 | 1.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tablet | 0.0032 | 0.5000 | 0.0020 | 0.2500 | | teapot | 0.0128 | 0.6667 | 0.0101 | 0.1111 | | vase | 0.0200 | 0.5400 | 0.0112 | 0.2400 | | kitchen island | 0.4341 | 0.8571 | 0.4341 | 0.8571 | | kitchenware | 0.0508 | 0.5435 | 0.0033 | 0.1304 | | pool | 0.0096 | 0.5000 | 0.0000 | 0.0000 | | arch | 0.0035 | 0.5333 | 0.0001 | 0.1333 | | beanbag | 0.6786 | 1.0000 | 0.6786 | 1.0000 | | bicycle | 0.2437 | 1.0000 | 0.0001 | 0.1667 | | computer | 0.2353 | 0.8136 | 0.0361 | 0.3559 | | excercise equipment | 0.2101 | 0.8500 | 0.0514 | 0.3500 | | fireplace | 0.1561 | 0.7500 | 0.0063 | 0.1071 | | garage door | 0.0049 | 0.5000 | 0.0000 | 0.0000 | | globe | 0.0009 | 1.0000 | 0.0000 | 0.0000 | | headboard | 0.0409 | 0.5000 | 0.0074 | 0.1250 | | humidifier | 0.3167 | 1.0000 | 0.0000 | 0.0000 | | keyboard | 0.1603 | 0.3780 | 0.0024 | 0.0122 | | luggage | 0.0492 | 1.0000 | 0.0305 | 0.6667 | | piano | 0.2312 | 0.8000 | 0.2312 | 0.8000 | | pool table | 0.0196 | 0.3333 | 0.0196 | 0.3333 | | projector | 0.0043 | 0.5000 | 0.0018 | 0.5000 | | remote control | 0.0029 | 0.0714 | 0.0000 | 0.0000 | | screen | 0.0001 | 0.4000 | 0.0000 | 0.0000 | | speaker | 0.0042 | 0.4091 | 0.0032 | 0.2273 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sunglasses | 0.0196 | 0.6154 | 0.0031 | 0.1538 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coffee maker | 0.2147 | 0.7241 | 0.0832 | 0.3793 | | device | 0.0968 | 0.4545 | 0.0909 | 0.0909 | | guitar | 0.2823 | 0.4167 | 0.0278 | 0.1667 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | copier | 0.7191 | 0.9167 | 0.5054 | 0.9167 | | cube | 0.0294 | 1.0000 | 0.0294 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | menu | 0.0159 | 0.1429 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sack | 0.3764 | 1.0000 | 0.1636 | 0.7143 | | coil | 0.3333 | 0.3333 | 0.0000 | 0.0000 | | file | 0.1054 | 0.5588 | 0.0447 | 0.2647 | | headphones | 0.0251 | 0.4000 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0067 | 0.6667 | 0.0043 | 0.3333 | | tool | 0.0004 | 0.1667 | 0.0004 | 0.1667 | | tray | 0.0119 | 0.5714 | 0.0021 | 0.2857 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0235 | 0.4000 | 0.0000 | 0.0000 | | can | 0.0280 | 0.1667 | 0.0280 | 0.1667 | | drum | 0.0004 | 0.1250 | 0.0000 | 0.0000 | | player | 0.0040 | 0.2500 | 0.0040 | 0.2500 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | range hood | 0.3080 | 0.8571 | 0.0288 | 0.1429 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coat hanger | 0.0143 | 1.0000 | 0.0000 | 0.0000 | | glove | 0.0295 | 0.6667 | 0.0295 | 0.6667 | | napkins | 0.0602 | 0.6667 | 0.0417 | 0.3333 | | candlestick | 0.2084 | 1.0000 | 0.0000 | 0.0000 | | fence | 0.0009 | 0.1667 | 0.0006 | 0.0833 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.7870 | 1.0000 | 0.0833 | 0.2500 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1348 | 0.5069 | 0.0673 | 0.2351 | +---------------------+---------+---------+---------+---------+ 2024/02/27 06:00:08 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8384 | 0.9268 | 0.7048 | 0.8161 | | picture | 0.1495 | 0.4411 | 0.0188 | 0.1059 | | door | 0.3401 | 0.8264 | 0.0414 | 0.3350 | | pillow | 0.5544 | 0.8494 | 0.1579 | 0.3933 | | cabinet | 0.2463 | 0.8778 | 0.1179 | 0.5542 | | table | 0.5465 | 0.8866 | 0.4703 | 0.7748 | | book | 0.1808 | 0.4937 | 0.0356 | 0.1483 | | window | 0.2121 | 0.7121 | 0.0233 | 0.2121 | | box | 0.1635 | 0.6158 | 0.0612 | 0.2934 | | doorframe | 0.3977 | 0.8926 | 0.1351 | 0.5634 | | shelf | 0.3537 | 0.7950 | 0.1434 | 0.4047 | | light | 0.0412 | 0.2607 | 0.0053 | 0.0620 | | plant | 0.2939 | 0.7783 | 0.0794 | 0.3626 | | paper | 0.0159 | 0.1552 | 0.0013 | 0.0478 | | bin | 0.6147 | 0.9122 | 0.4581 | 0.7450 | | curtain | 0.3917 | 0.8705 | 0.0353 | 0.3886 | | bottle | 0.0263 | 0.3231 | 0.0026 | 0.0947 | | lamp | 0.4103 | 0.6925 | 0.1873 | 0.3701 | | couch | 0.6347 | 0.9050 | 0.4811 | 0.7190 | | towel | 0.2978 | 0.6565 | 0.0998 | 0.2925 | | sink | 0.6719 | 0.9042 | 0.3223 | 0.5292 | | socket | 0.0006 | 0.0138 | 0.0000 | 0.0000 | | clothes | 0.2213 | 0.7134 | 0.0661 | 0.3344 | | desk | 0.4719 | 0.9148 | 0.3426 | 0.7273 | | stand | 0.5791 | 0.9085 | 0.4811 | 0.7561 | | monitor | 0.6868 | 0.8701 | 0.1970 | 0.5367 | | stool | 0.1982 | 0.8067 | 0.1533 | 0.5966 | | mirror | 0.1741 | 0.8011 | 0.0088 | 0.1381 | | case | 0.0546 | 0.4068 | 0.0294 | 0.2090 | | decoration | 0.0161 | 0.5429 | 0.0016 | 0.1571 | | bag | 0.0816 | 0.7640 | 0.0318 | 0.3764 | | bed | 0.8644 | 0.9467 | 0.5822 | 0.7041 | | cup | 0.0042 | 0.2034 | 0.0003 | 0.0339 | | switch | 0.0001 | 0.0196 | 0.0000 | 0.0000 | | shoe | 0.1449 | 0.3925 | 0.0419 | 0.1776 | | toilet | 0.8484 | 0.8806 | 0.7706 | 0.8060 | | counter | 0.1316 | 0.5872 | 0.0080 | 0.1284 | | tv | 0.3395 | 0.8416 | 0.1277 | 0.4752 | | backpack | 0.3797 | 0.8710 | 0.2148 | 0.6129 | | carpet | 0.0159 | 0.1310 | 0.0001 | 0.0238 | | basket | 0.1040 | 0.7043 | 0.0639 | 0.4174 | | cushion | 0.0447 | 0.7451 | 0.0066 | 0.2549 | | window frame | 0.0557 | 0.6667 | 0.0087 | 0.2424 | | rail | 0.0133 | 0.5000 | 0.0001 | 0.0469 | | blanket | 0.2796 | 0.7900 | 0.0158 | 0.1900 | | blackboard | 0.3115 | 0.8462 | 0.0277 | 0.2436 | | radiator | 0.3631 | 0.8636 | 0.1450 | 0.5000 | | toilet paper | 0.3113 | 0.6371 | 0.0376 | 0.1855 | | bench | 0.3188 | 0.8491 | 0.1672 | 0.5283 | | keyboard | 0.1603 | 0.3780 | 0.0024 | 0.0122 | | board | 0.0402 | 0.7581 | 0.0184 | 0.3226 | | stairs | 0.0752 | 0.5139 | 0.0023 | 0.0833 | | plate | 0.0272 | 0.3846 | 0.0017 | 0.1154 | | refrigerator | 0.3461 | 0.8800 | 0.1990 | 0.6800 | | frame | 0.0042 | 0.4082 | 0.0004 | 0.1429 | | wardrobe | 0.2054 | 0.8554 | 0.1120 | 0.5422 | | telephone | 0.0606 | 0.3833 | 0.0349 | 0.1500 | | vase | 0.0200 | 0.5400 | 0.0112 | 0.2400 | | heater | 0.2295 | 0.8966 | 0.0772 | 0.5172 | | computer | 0.2353 | 0.8136 | 0.0361 | 0.3559 | | windowsill | 0.1186 | 0.6304 | 0.0059 | 0.2174 | | bathtub | 0.8335 | 0.8769 | 0.7630 | 0.8000 | | ottoman | 0.1636 | 0.8611 | 0.1496 | 0.7778 | | toy | 0.0102 | 0.5152 | 0.0022 | 0.1364 | | column | 0.0167 | 0.3684 | 0.0062 | 0.1316 | | rack | 0.0192 | 0.7308 | 0.0106 | 0.4038 | | clock | 0.0215 | 0.3830 | 0.0050 | 0.1064 | | dresser | 0.2769 | 0.9630 | 0.2457 | 0.8333 | | faucet | 0.0364 | 0.3404 | 0.0011 | 0.0638 | | commode | 0.2321 | 0.9615 | 0.2145 | 0.8462 | | flowerpot | 0.0197 | 0.5098 | 0.0106 | 0.2157 | | bucket | 0.0636 | 0.8205 | 0.0428 | 0.6410 | | kitchenware | 0.0508 | 0.5435 | 0.0033 | 0.1304 | | bowl | 0.0857 | 0.5072 | 0.0164 | 0.1449 | | dispenser | 0.4912 | 0.8409 | 0.3586 | 0.5000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3435 | 0.8367 | 0.2349 | 0.6327 | | container | 0.0047 | 0.5763 | 0.0020 | 0.2712 | | stove | 0.2478 | 0.8056 | 0.1904 | 0.3611 | | fan | 0.4273 | 0.8281 | 0.0068 | 0.2031 | | pot | 0.1167 | 0.6296 | 0.0907 | 0.4815 | | blinds | 0.0159 | 0.6600 | 0.0009 | 0.1400 | | shower | 0.0179 | 0.4000 | 0.0096 | 0.2333 | | mat | 0.0030 | 0.2162 | 0.0002 | 0.0270 | | laptop | 0.1903 | 0.6087 | 0.1076 | 0.3043 | | remote control | 0.0029 | 0.0714 | 0.0000 | 0.0000 | | washing machine | 0.2896 | 0.9286 | 0.2314 | 0.6786 | | tissue box | 0.0171 | 0.5625 | 0.0034 | 0.2500 | | pillar | 0.3020 | 0.7442 | 0.1687 | 0.3721 | | printer | 0.4082 | 0.8776 | 0.2660 | 0.6327 | +-----------------+---------+---------+---------+---------+ | Overall | 0.2292 | 0.6489 | 0.1195 | 0.3479 | +-----------------+---------+---------+---------+---------+ 2024/02/27 06:00:08 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.0917 | 0.1364 | 0.0000 | 0.0000 | | oven | 0.2367 | 0.6786 | 0.0954 | 0.4286 | | fireplace | 0.1561 | 0.7500 | 0.0063 | 0.1071 | | roof | 0.0011 | 0.3750 | 0.0002 | 0.0833 | | washbasin | 0.0154 | 0.5333 | 0.0106 | 0.2667 | | statue | 0.0168 | 0.5789 | 0.0081 | 0.4211 | | jacket | 0.4923 | 0.8750 | 0.0455 | 0.3750 | | pipe | 0.0014 | 0.2692 | 0.0000 | 0.0385 | | drawer | 0.0037 | 0.7778 | 0.0017 | 0.5556 | | sign | 0.0066 | 0.2667 | 0.0059 | 0.1667 | | countertop | 0.0602 | 0.5357 | 0.0000 | 0.0357 | | vanity | 0.5490 | 0.9524 | 0.4267 | 0.7619 | | soap dispenser | 0.5949 | 0.8889 | 0.3330 | 0.5556 | | vent | 0.0005 | 0.0417 | 0.0000 | 0.0000 | | clothes dryer | 0.1677 | 0.9333 | 0.1650 | 0.8000 | | rod | 0.0067 | 0.1500 | 0.0000 | 0.0000 | | stopcock | 0.0380 | 0.2963 | 0.0000 | 0.0000 | | speaker | 0.0042 | 0.4091 | 0.0032 | 0.2273 | | bar | 0.0567 | 0.2000 | 0.0167 | 0.0333 | | jar | 0.0237 | 0.5385 | 0.0188 | 0.2308 | | tissue | 0.0826 | 0.5385 | 0.0013 | 0.0769 | | candle | 0.0037 | 0.3889 | 0.0002 | 0.0556 | | coffee maker | 0.2147 | 0.7241 | 0.0832 | 0.3793 | | beam | 0.0091 | 0.0455 | 0.0000 | 0.0000 | | range hood | 0.3080 | 0.8571 | 0.0288 | 0.1429 | | kettle | 0.0309 | 0.6667 | 0.0022 | 0.1667 | | file | 0.1054 | 0.5588 | 0.0447 | 0.2647 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.2437 | 1.0000 | 0.0001 | 0.1667 | | purse | 0.0004 | 0.6667 | 0.0000 | 0.1667 | | toiletry | 0.0049 | 0.3913 | 0.0001 | 0.0870 | | brush | 0.0737 | 0.3571 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.2980 | 0.6667 | 0.2855 | 0.5714 | | soap dish | 0.2805 | 0.4667 | 0.1732 | 0.2667 | | basin | 0.0058 | 0.4706 | 0.0050 | 0.1176 | | dumbbell | 0.0019 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0769 | 0.0000 | 0.0000 | | stall | 0.3322 | 0.7647 | 0.1443 | 0.2941 | | hanger | 0.0000 | 0.0833 | 0.0000 | 0.0000 | | chandelier | 0.1583 | 0.7619 | 0.0335 | 0.2857 | | copier | 0.7191 | 0.9167 | 0.5054 | 0.9167 | | hamper | 0.1663 | 1.0000 | 0.1536 | 0.8182 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0065 | 0.7000 | 0.0000 | 0.0000 | | pan | 0.0036 | 0.3529 | 0.0003 | 0.1176 | | teapot | 0.0128 | 0.6667 | 0.0101 | 0.1111 | | vacuum cleaner | 0.1135 | 0.8571 | 0.0643 | 0.4286 | | hat | 0.0008 | 0.2222 | 0.0007 | 0.1111 | | folder | 0.0087 | 0.6429 | 0.0027 | 0.1429 | | fire extinguisher | 0.0028 | 0.2000 | 0.0000 | 0.0000 | | air conditioner | 0.4036 | 0.6000 | 0.4000 | 0.4000 | | piano | 0.2312 | 0.8000 | 0.2312 | 0.8000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.1157 | 0.6471 | 0.0789 | 0.4118 | | scale | 0.0252 | 0.4545 | 0.0119 | 0.3636 | | tray | 0.0119 | 0.5714 | 0.0021 | 0.2857 | | ledge | 0.0022 | 0.3333 | 0.0000 | 0.0000 | | pack | 0.0151 | 0.4667 | 0.0013 | 0.0667 | | machine | 0.1115 | 1.0000 | 0.0534 | 0.3684 | | guitar | 0.2823 | 0.4167 | 0.0278 | 0.1667 | | doorway | 0.0005 | 0.5556 | 0.0000 | 0.0000 | | food | 0.0009 | 0.2727 | 0.0000 | 0.0000 | | excercise equipment | 0.2101 | 0.8500 | 0.0514 | 0.3500 | | furniture | 0.0013 | 0.5000 | 0.0004 | 0.3333 | | sack | 0.3764 | 1.0000 | 0.1636 | 0.7143 | | crate | 0.2742 | 1.0000 | 0.1455 | 0.5714 | | person | 0.0044 | 0.3333 | 0.0028 | 0.1667 | | footstool | 0.0172 | 0.5000 | 0.0172 | 0.5000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0035 | 0.5333 | 0.0001 | 0.1333 | | cart | 0.0219 | 0.7500 | 0.0219 | 0.7500 | | paper cutter | 0.2504 | 1.0000 | 0.0000 | 0.0000 | | roll | 0.1455 | 0.4000 | 0.0000 | 0.0000 | | garbage | 0.0391 | 1.0000 | 0.0166 | 0.6250 | | screen | 0.0001 | 0.4000 | 0.0000 | 0.0000 | | fruit | 0.0957 | 0.4286 | 0.0122 | 0.2143 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0001 | 1.0000 | 0.0000 | 0.0000 | | soap | 0.0043 | 0.3333 | 0.0027 | 0.1667 | | beanbag | 0.6786 | 1.0000 | 0.6786 | 1.0000 | | umbrella | 0.0005 | 0.4000 | 0.0000 | 0.0000 | | fence | 0.0009 | 0.1667 | 0.0006 | 0.0833 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0409 | 0.5000 | 0.0074 | 0.1250 | | dish rack | 0.0769 | 0.8000 | 0.0667 | 0.2000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.0795 | 0.3333 | 0.0034 | 0.1111 | | sunglasses | 0.0196 | 0.6154 | 0.0031 | 0.1538 | | headphones | 0.0251 | 0.4000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1008 | 0.4992 | 0.0508 | 0.2156 | +---------------------+---------+---------+---------+---------+ 2024/02/27 06:00:08 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0456 | 0.8000 | 0.0024 | 0.2000 | | toaster | 0.0103 | 0.7000 | 0.0021 | 0.4000 | | water cooler | 0.5152 | 1.0000 | 0.5152 | 1.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0002 | 0.0714 | 0.0000 | 0.0000 | | device | 0.0968 | 0.4545 | 0.0909 | 0.0909 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.1077 | 0.5000 | 0.0250 | 0.1250 | | plunger | 0.6244 | 1.0000 | 0.0000 | 0.0000 | | kitchen island | 0.4341 | 0.8571 | 0.4341 | 0.8571 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0280 | 0.1667 | 0.0280 | 0.1667 | | tool | 0.0004 | 0.1667 | 0.0004 | 0.1667 | | partition | 0.0061 | 0.5000 | 0.0000 | 0.0000 | | banister | 0.0015 | 0.6000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0067 | 0.6667 | 0.0043 | 0.3333 | | menu | 0.0159 | 0.1429 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0029 | 0.4286 | 0.0000 | 0.0000 | | projector | 0.0043 | 0.5000 | 0.0018 | 0.5000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0492 | 1.0000 | 0.0305 | 0.6667 | | cube | 0.0294 | 1.0000 | 0.0294 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | helmets | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | balcony | 0.0012 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.2007 | 0.6000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | thermostat | 0.0034 | 0.1667 | 0.0000 | 0.0000 | | bidet | 0.4286 | 0.6667 | 0.3333 | 0.3333 | | candlestick | 0.2084 | 1.0000 | 0.0000 | 0.0000 | | drum | 0.0004 | 0.1250 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.0602 | 0.6667 | 0.0417 | 0.3333 | | tablet | 0.0032 | 0.5000 | 0.0020 | 0.2500 | | garage door | 0.0049 | 0.5000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0295 | 0.6667 | 0.0295 | 0.6667 | | jalousie | 0.0099 | 1.0000 | 0.0099 | 1.0000 | | mop | 0.0021 | 0.3333 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.3333 | 0.3333 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0235 | 0.4000 | 0.0000 | 0.0000 | | globe | 0.0009 | 1.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0196 | 0.3333 | 0.0196 | 0.3333 | | car | 0.0920 | 0.5714 | 0.0000 | 0.0000 | | map | 0.0008 | 0.5000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0143 | 0.5000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0040 | 0.2500 | 0.0040 | 0.2500 | | salt | 0.5000 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.3167 | 1.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5213 | 1.0000 | 0.5213 | 1.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0039 | 1.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0096 | 0.5000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.1222 | 1.0000 | 0.1222 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.7870 | 1.0000 | 0.0833 | 0.2500 | | coat hanger | 0.0143 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0694 | 0.3598 | 0.0284 | 0.1332 | +----------------+---------+---------+---------+---------+ 2024/02/27 06:00:10 - mmengine - INFO - Epoch(val) [8][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.4036 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3797 bag_AP_0.25: 0.0816 ball_AP_0.25: 0.2980 banister_AP_0.25: 0.0015 bar_AP_0.25: 0.0567 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0058 basket_AP_0.25: 0.1040 bathtub_AP_0.25: 0.8335 beam_AP_0.25: 0.0091 beanbag_AP_0.25: 0.6786 bed_AP_0.25: 0.8644 bench_AP_0.25: 0.3188 bicycle_AP_0.25: 0.2437 bidet_AP_0.25: 0.4286 bin_AP_0.25: 0.6147 blackboard_AP_0.25: 0.3115 blanket_AP_0.25: 0.2796 blinds_AP_0.25: 0.0159 board_AP_0.25: 0.0402 body loofah_AP_0.25: 0.0039 book_AP_0.25: 0.1808 bottle_AP_0.25: 0.0263 bowl_AP_0.25: 0.0857 box_AP_0.25: 0.1635 bread_AP_0.25: 0.0235 broom_AP_0.25: 0.0002 brush_AP_0.25: 0.0737 bucket_AP_0.25: 0.0636 cabinet_AP_0.25: 0.2463 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0280 candle_AP_0.25: 0.0037 candlestick_AP_0.25: 0.2084 car_AP_0.25: 0.0920 carpet_AP_0.25: 0.0159 cart_AP_0.25: 0.0219 case_AP_0.25: 0.0546 chair_AP_0.25: 0.8384 chandelier_AP_0.25: 0.1583 clock_AP_0.25: 0.0215 clothes_AP_0.25: 0.2213 clothes dryer_AP_0.25: 0.1677 coffee maker_AP_0.25: 0.2147 column_AP_0.25: 0.0167 commode_AP_0.25: 0.2321 computer_AP_0.25: 0.2353 conducting wire_AP_0.25: 0.0000 container_AP_0.25: 0.0047 copier_AP_0.25: 0.7191 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.6347 counter_AP_0.25: 0.1316 countertop_AP_0.25: 0.0602 crate_AP_0.25: 0.2742 crib_AP_0.25: 0.1222 cube_AP_0.25: 0.0294 cup_AP_0.25: 0.0042 curtain_AP_0.25: 0.3917 cushion_AP_0.25: 0.0447 decoration_AP_0.25: 0.0161 desk_AP_0.25: 0.4719 device_AP_0.25: 0.0968 dish rack_AP_0.25: 0.0769 dishwasher_AP_0.25: 0.0065 dispenser_AP_0.25: 0.4912 door_AP_0.25: 0.3401 doorframe_AP_0.25: 0.3977 doorway_AP_0.25: 0.0005 drawer_AP_0.25: 0.0037 dresser_AP_0.25: 0.2769 dumbbell_AP_0.25: 0.0019 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.2101 fan_AP_0.25: 0.4273 faucet_AP_0.25: 0.0364 fence_AP_0.25: 0.0009 file_AP_0.25: 0.1054 fire extinguisher_AP_0.25: 0.0028 fireplace_AP_0.25: 0.1561 flowerpot_AP_0.25: 0.0197 folder_AP_0.25: 0.0087 food_AP_0.25: 0.0009 footstool_AP_0.25: 0.0172 frame_AP_0.25: 0.0042 fruit_AP_0.25: 0.0957 furniture_AP_0.25: 0.0013 garage door_AP_0.25: 0.0049 garbage_AP_0.25: 0.0391 globe_AP_0.25: 0.0009 guitar_AP_0.25: 0.2823 hair dryer_AP_0.25: 0.0000 hamper_AP_0.25: 0.1663 hanger_AP_0.25: 0.0000 hat_AP_0.25: 0.0008 headboard_AP_0.25: 0.0409 headphones_AP_0.25: 0.0251 heater_AP_0.25: 0.2295 helmets_AP_0.25: 0.0002 holder_AP_0.25: 0.0795 jacket_AP_0.25: 0.4923 jalousie_AP_0.25: 0.0099 jar_AP_0.25: 0.0237 kettle_AP_0.25: 0.0309 keyboard_AP_0.25: 0.1603 kitchen island_AP_0.25: 0.4341 kitchenware_AP_0.25: 0.0508 ladder_AP_0.25: 0.1157 lamp_AP_0.25: 0.4103 laptop_AP_0.25: 0.1903 letter_AP_0.25: 0.7870 light_AP_0.25: 0.0412 luggage_AP_0.25: 0.0492 machine_AP_0.25: 0.1115 magazine_AP_0.25: 0.2007 mailbox_AP_0.25: 0.0456 mat_AP_0.25: 0.0030 menu_AP_0.25: 0.0159 microwave_AP_0.25: 0.3435 mirror_AP_0.25: 0.1741 monitor_AP_0.25: 0.6868 mop_AP_0.25: 0.0021 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.0602 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.1636 oven_AP_0.25: 0.2367 pack_AP_0.25: 0.0151 pan_AP_0.25: 0.0036 paper_AP_0.25: 0.0159 paper cutter_AP_0.25: 0.2504 partition_AP_0.25: 0.0061 person_AP_0.25: 0.0044 piano_AP_0.25: 0.2312 picture_AP_0.25: 0.1495 pillar_AP_0.25: 0.3020 pillow_AP_0.25: 0.5544 pipe_AP_0.25: 0.0014 pitcher_AP_0.25: 0.0067 plant_AP_0.25: 0.2939 plate_AP_0.25: 0.0272 player_AP_0.25: 0.0040 plunger_AP_0.25: 0.6244 pool_AP_0.25: 0.0096 pool table_AP_0.25: 0.0196 poster_AP_0.25: 0.0917 pot_AP_0.25: 0.1167 price tag_AP_0.25: 0.0029 printer_AP_0.25: 0.4082 projector_AP_0.25: 0.0043 purse_AP_0.25: 0.0004 rack_AP_0.25: 0.0192 radiator_AP_0.25: 0.3631 radio_AP_0.25: 0.0000 rail_AP_0.25: 0.0133 range hood_AP_0.25: 0.3080 refrigerator_AP_0.25: 0.3461 remote control_AP_0.25: 0.0029 roll_AP_0.25: 0.1455 roof_AP_0.25: 0.0011 sack_AP_0.25: 0.3764 scale_AP_0.25: 0.0252 screen_AP_0.25: 0.0001 sheet_AP_0.25: 0.0000 shelf_AP_0.25: 0.3537 shoe_AP_0.25: 0.1449 shower_AP_0.25: 0.0179 sign_AP_0.25: 0.0066 sink_AP_0.25: 0.6719 soap dish_AP_0.25: 0.2805 soap dispenser_AP_0.25: 0.5949 socket_AP_0.25: 0.0006 speaker_AP_0.25: 0.0042 stairs_AP_0.25: 0.0752 stall_AP_0.25: 0.3322 stand_AP_0.25: 0.5791 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0168 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.1982 stopcock_AP_0.25: 0.0380 stove_AP_0.25: 0.2478 structure_AP_0.25: 0.0000 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0001 table_AP_0.25: 0.5465 tablet_AP_0.25: 0.0032 teapot_AP_0.25: 0.0128 telephone_AP_0.25: 0.0606 tissue_AP_0.25: 0.0826 tissue box_AP_0.25: 0.0171 toaster_AP_0.25: 0.0103 toilet_AP_0.25: 0.8484 toilet paper_AP_0.25: 0.3113 toiletry_AP_0.25: 0.0049 towel_AP_0.25: 0.2978 toy_AP_0.25: 0.0102 tray_AP_0.25: 0.0119 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.3395 umbrella_AP_0.25: 0.0005 vacuum cleaner_AP_0.25: 0.1135 vanity_AP_0.25: 0.5490 vase_AP_0.25: 0.0200 wardrobe_AP_0.25: 0.2054 washbasin_AP_0.25: 0.0154 washing machine_AP_0.25: 0.2896 water cooler_AP_0.25: 0.5152 water heater_AP_0.25: 0.5213 window_AP_0.25: 0.2121 window frame_AP_0.25: 0.0557 windowsill_AP_0.25: 0.1186 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0012 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0143 coil_AP_0.25: 0.3333 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.1077 humidifier_AP_0.25: 0.3167 ledge_AP_0.25: 0.0022 salt_AP_0.25: 0.5000 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0004 arch_AP_0.25: 0.0035 glove_AP_0.25: 0.0295 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0004 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0000 vent_AP_0.25: 0.0005 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0008 pad_AP_0.25: 0.0000 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0067 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.0143 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0196 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0043 seasoning_AP_0.25: 0.0000 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0000 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0001 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0034 mAP_0.25: 0.1348 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.6000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8710 bag_rec_0.25: 0.7640 ball_rec_0.25: 0.6667 banister_rec_0.25: 0.6000 bar_rec_0.25: 0.2000 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.4706 basket_rec_0.25: 0.7043 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.0455 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9467 bench_rec_0.25: 0.8491 bicycle_rec_0.25: 1.0000 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.9122 blackboard_rec_0.25: 0.8462 blanket_rec_0.25: 0.7900 blinds_rec_0.25: 0.6600 board_rec_0.25: 0.7581 body loofah_rec_0.25: 1.0000 book_rec_0.25: 0.4937 bottle_rec_0.25: 0.3231 bowl_rec_0.25: 0.5072 box_rec_0.25: 0.6158 bread_rec_0.25: 0.4000 broom_rec_0.25: 0.0714 brush_rec_0.25: 0.3571 bucket_rec_0.25: 0.8205 cabinet_rec_0.25: 0.8778 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.1667 candle_rec_0.25: 0.3889 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.5714 carpet_rec_0.25: 0.1310 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4068 chair_rec_0.25: 0.9268 chandelier_rec_0.25: 0.7619 clock_rec_0.25: 0.3830 clothes_rec_0.25: 0.7134 clothes dryer_rec_0.25: 0.9333 coffee maker_rec_0.25: 0.7241 column_rec_0.25: 0.3684 commode_rec_0.25: 0.9615 computer_rec_0.25: 0.8136 conducting wire_rec_0.25: 0.0000 container_rec_0.25: 0.5763 copier_rec_0.25: 0.9167 cosmetics_rec_0.25: 0.0000 couch_rec_0.25: 0.9050 counter_rec_0.25: 0.5872 countertop_rec_0.25: 0.5357 crate_rec_0.25: 1.0000 crib_rec_0.25: 1.0000 cube_rec_0.25: 1.0000 cup_rec_0.25: 0.2034 curtain_rec_0.25: 0.8705 cushion_rec_0.25: 0.7451 decoration_rec_0.25: 0.5429 desk_rec_0.25: 0.9148 device_rec_0.25: 0.4545 dish rack_rec_0.25: 0.8000 dishwasher_rec_0.25: 0.7000 dispenser_rec_0.25: 0.8409 door_rec_0.25: 0.8264 doorframe_rec_0.25: 0.8926 doorway_rec_0.25: 0.5556 drawer_rec_0.25: 0.7778 dresser_rec_0.25: 0.9630 dumbbell_rec_0.25: 0.3333 dvd_rec_0.25: 0.0000 excercise equipment_rec_0.25: 0.8500 fan_rec_0.25: 0.8281 faucet_rec_0.25: 0.3404 fence_rec_0.25: 0.1667 file_rec_0.25: 0.5588 fire extinguisher_rec_0.25: 0.2000 fireplace_rec_0.25: 0.7500 flowerpot_rec_0.25: 0.5098 folder_rec_0.25: 0.6429 food_rec_0.25: 0.2727 footstool_rec_0.25: 0.5000 frame_rec_0.25: 0.4082 fruit_rec_0.25: 0.4286 furniture_rec_0.25: 0.5000 garage door_rec_0.25: 0.5000 garbage_rec_0.25: 1.0000 globe_rec_0.25: 1.0000 guitar_rec_0.25: 0.4167 hair dryer_rec_0.25: 0.0000 hamper_rec_0.25: 1.0000 hanger_rec_0.25: 0.0833 hat_rec_0.25: 0.2222 headboard_rec_0.25: 0.5000 headphones_rec_0.25: 0.4000 heater_rec_0.25: 0.8966 helmets_rec_0.25: 0.3333 holder_rec_0.25: 0.3333 jacket_rec_0.25: 0.8750 jalousie_rec_0.25: 1.0000 jar_rec_0.25: 0.5385 kettle_rec_0.25: 0.6667 keyboard_rec_0.25: 0.3780 kitchen island_rec_0.25: 0.8571 kitchenware_rec_0.25: 0.5435 ladder_rec_0.25: 0.6471 lamp_rec_0.25: 0.6925 laptop_rec_0.25: 0.6087 letter_rec_0.25: 1.0000 light_rec_0.25: 0.2607 luggage_rec_0.25: 1.0000 machine_rec_0.25: 1.0000 magazine_rec_0.25: 0.6000 mailbox_rec_0.25: 0.8000 mat_rec_0.25: 0.2162 menu_rec_0.25: 0.1429 microwave_rec_0.25: 0.8367 mirror_rec_0.25: 0.8011 monitor_rec_0.25: 0.8701 mop_rec_0.25: 0.3333 mouse_rec_0.25: 0.0000 napkins_rec_0.25: 0.6667 notebook_rec_0.25: 0.0000 ottoman_rec_0.25: 0.8611 oven_rec_0.25: 0.6786 pack_rec_0.25: 0.4667 pan_rec_0.25: 0.3529 paper_rec_0.25: 0.1552 paper cutter_rec_0.25: 1.0000 partition_rec_0.25: 0.5000 person_rec_0.25: 0.3333 piano_rec_0.25: 0.8000 picture_rec_0.25: 0.4411 pillar_rec_0.25: 0.7442 pillow_rec_0.25: 0.8494 pipe_rec_0.25: 0.2692 pitcher_rec_0.25: 0.6667 plant_rec_0.25: 0.7783 plate_rec_0.25: 0.3846 player_rec_0.25: 0.2500 plunger_rec_0.25: 1.0000 pool_rec_0.25: 0.5000 pool table_rec_0.25: 0.3333 poster_rec_0.25: 0.1364 pot_rec_0.25: 0.6296 price tag_rec_0.25: 0.4286 printer_rec_0.25: 0.8776 projector_rec_0.25: 0.5000 purse_rec_0.25: 0.6667 rack_rec_0.25: 0.7308 radiator_rec_0.25: 0.8636 radio_rec_0.25: 0.0000 rail_rec_0.25: 0.5000 range hood_rec_0.25: 0.8571 refrigerator_rec_0.25: 0.8800 remote control_rec_0.25: 0.0714 roll_rec_0.25: 0.4000 roof_rec_0.25: 0.3750 sack_rec_0.25: 1.0000 scale_rec_0.25: 0.4545 screen_rec_0.25: 0.4000 sheet_rec_0.25: 0.0000 shelf_rec_0.25: 0.7950 shoe_rec_0.25: 0.3925 shower_rec_0.25: 0.4000 sign_rec_0.25: 0.2667 sink_rec_0.25: 0.9042 soap dish_rec_0.25: 0.4667 soap dispenser_rec_0.25: 0.8889 socket_rec_0.25: 0.0138 speaker_rec_0.25: 0.4091 stairs_rec_0.25: 0.5139 stall_rec_0.25: 0.7647 stand_rec_0.25: 0.9085 stapler_rec_0.25: 0.0000 statue_rec_0.25: 0.5789 stick_rec_0.25: 0.0000 stool_rec_0.25: 0.8067 stopcock_rec_0.25: 0.2963 stove_rec_0.25: 0.8056 structure_rec_0.25: 0.0000 support_rec_0.25: 0.0000 switch_rec_0.25: 0.0196 table_rec_0.25: 0.8866 tablet_rec_0.25: 0.5000 teapot_rec_0.25: 0.6667 telephone_rec_0.25: 0.3833 tissue_rec_0.25: 0.5385 tissue box_rec_0.25: 0.5625 toaster_rec_0.25: 0.7000 toilet_rec_0.25: 0.8806 toilet paper_rec_0.25: 0.6371 toiletry_rec_0.25: 0.3913 towel_rec_0.25: 0.6565 toy_rec_0.25: 0.5152 tray_rec_0.25: 0.5714 treadmill_rec_0.25: 0.0000 tube_rec_0.25: 0.0769 tv_rec_0.25: 0.8416 umbrella_rec_0.25: 0.4000 vacuum cleaner_rec_0.25: 0.8571 vanity_rec_0.25: 0.9524 vase_rec_0.25: 0.5400 wardrobe_rec_0.25: 0.8554 washbasin_rec_0.25: 0.5333 washing machine_rec_0.25: 0.9286 water cooler_rec_0.25: 1.0000 water heater_rec_0.25: 1.0000 window_rec_0.25: 0.7121 window frame_rec_0.25: 0.6667 windowsill_rec_0.25: 0.6304 wrap_rec_0.25: 0.0000 balcony_rec_0.25: 1.0000 baseboard_rec_0.25: 0.0000 coat hanger_rec_0.25: 1.0000 coil_rec_0.25: 0.3333 glass_rec_0.25: 0.0000 grab bar_rec_0.25: 0.5000 humidifier_rec_0.25: 1.0000 ledge_rec_0.25: 0.3333 salt_rec_0.25: 1.0000 shampoo_rec_0.25: 0.0000 tool_rec_0.25: 0.1667 arch_rec_0.25: 0.5333 glove_rec_0.25: 0.6667 wire_rec_0.25: 0.0000 drum_rec_0.25: 0.1250 mattress_rec_0.25: 0.0000 plug_rec_0.25: 0.0000 vent_rec_0.25: 0.0417 eraser_rec_0.25: 0.0000 map_rec_0.25: 0.5000 pad_rec_0.25: 0.0000 wood_rec_0.25: 0.0000 trophy_rec_0.25: 0.0000 pen_rec_0.25: 0.0000 rod_rec_0.25: 0.1500 wine_rec_0.25: 0.0000 grass_rec_0.25: 0.0000 handle_rec_0.25: 0.0000 flush_rec_0.25: 0.5000 scissors_rec_0.25: 0.0000 sunglasses_rec_0.25: 0.6154 duct_rec_0.25: 0.0000 knife_rec_0.25: 0.0000 sponge_rec_0.25: 0.0000 toothbrush_rec_0.25: 0.0000 toothpaste_rec_0.25: 0.0000 soap_rec_0.25: 0.3333 seasoning_rec_0.25: 0.0000 spoon_rec_0.25: 0.0000 alarm_rec_0.25: 0.0000 cap_rec_0.25: 0.0000 door knob_rec_0.25: 0.0000 label_rec_0.25: 0.0000 hook_rec_0.25: 0.0000 molding_rec_0.25: 1.0000 shovel_rec_0.25: 0.0000 thermostat_rec_0.25: 0.1667 mAR_0.25: 0.5069 adhesive tape_AP_0.50: 0.0000 air conditioner_AP_0.50: 0.4000 album_AP_0.50: 0.0000 backpack_AP_0.50: 0.2148 bag_AP_0.50: 0.0318 ball_AP_0.50: 0.2855 banister_AP_0.50: 0.0000 bar_AP_0.50: 0.0167 barricade_AP_0.50: 0.0000 basin_AP_0.50: 0.0050 basket_AP_0.50: 0.0639 bathtub_AP_0.50: 0.7630 beam_AP_0.50: 0.0000 beanbag_AP_0.50: 0.6786 bed_AP_0.50: 0.5822 bench_AP_0.50: 0.1672 bicycle_AP_0.50: 0.0001 bidet_AP_0.50: 0.3333 bin_AP_0.50: 0.4581 blackboard_AP_0.50: 0.0277 blanket_AP_0.50: 0.0158 blinds_AP_0.50: 0.0009 board_AP_0.50: 0.0184 body loofah_AP_0.50: 0.0000 book_AP_0.50: 0.0356 bottle_AP_0.50: 0.0026 bowl_AP_0.50: 0.0164 box_AP_0.50: 0.0612 bread_AP_0.50: 0.0000 broom_AP_0.50: 0.0000 brush_AP_0.50: 0.0000 bucket_AP_0.50: 0.0428 cabinet_AP_0.50: 0.1179 calendar_AP_0.50: 0.0000 can_AP_0.50: 0.0280 candle_AP_0.50: 0.0002 candlestick_AP_0.50: 0.0000 car_AP_0.50: 0.0000 carpet_AP_0.50: 0.0001 cart_AP_0.50: 0.0219 case_AP_0.50: 0.0294 chair_AP_0.50: 0.7048 chandelier_AP_0.50: 0.0335 clock_AP_0.50: 0.0050 clothes_AP_0.50: 0.0661 clothes dryer_AP_0.50: 0.1650 coffee maker_AP_0.50: 0.0832 column_AP_0.50: 0.0062 commode_AP_0.50: 0.2145 computer_AP_0.50: 0.0361 conducting wire_AP_0.50: 0.0000 container_AP_0.50: 0.0020 copier_AP_0.50: 0.5054 cosmetics_AP_0.50: 0.0000 couch_AP_0.50: 0.4811 counter_AP_0.50: 0.0080 countertop_AP_0.50: 0.0000 crate_AP_0.50: 0.1455 crib_AP_0.50: 0.1222 cube_AP_0.50: 0.0294 cup_AP_0.50: 0.0003 curtain_AP_0.50: 0.0353 cushion_AP_0.50: 0.0066 decoration_AP_0.50: 0.0016 desk_AP_0.50: 0.3426 device_AP_0.50: 0.0909 dish rack_AP_0.50: 0.0667 dishwasher_AP_0.50: 0.0000 dispenser_AP_0.50: 0.3586 door_AP_0.50: 0.0414 doorframe_AP_0.50: 0.1351 doorway_AP_0.50: 0.0000 drawer_AP_0.50: 0.0017 dresser_AP_0.50: 0.2457 dumbbell_AP_0.50: 0.0000 dvd_AP_0.50: 0.0000 excercise equipment_AP_0.50: 0.0514 fan_AP_0.50: 0.0068 faucet_AP_0.50: 0.0011 fence_AP_0.50: 0.0006 file_AP_0.50: 0.0447 fire extinguisher_AP_0.50: 0.0000 fireplace_AP_0.50: 0.0063 flowerpot_AP_0.50: 0.0106 folder_AP_0.50: 0.0027 food_AP_0.50: 0.0000 footstool_AP_0.50: 0.0172 frame_AP_0.50: 0.0004 fruit_AP_0.50: 0.0122 furniture_AP_0.50: 0.0004 garage door_AP_0.50: 0.0000 garbage_AP_0.50: 0.0166 globe_AP_0.50: 0.0000 guitar_AP_0.50: 0.0278 hair dryer_AP_0.50: 0.0000 hamper_AP_0.50: 0.1536 hanger_AP_0.50: 0.0000 hat_AP_0.50: 0.0007 headboard_AP_0.50: 0.0074 headphones_AP_0.50: 0.0000 heater_AP_0.50: 0.0772 helmets_AP_0.50: 0.0000 holder_AP_0.50: 0.0034 jacket_AP_0.50: 0.0455 jalousie_AP_0.50: 0.0099 jar_AP_0.50: 0.0188 kettle_AP_0.50: 0.0022 keyboard_AP_0.50: 0.0024 kitchen island_AP_0.50: 0.4341 kitchenware_AP_0.50: 0.0033 ladder_AP_0.50: 0.0789 lamp_AP_0.50: 0.1873 laptop_AP_0.50: 0.1076 letter_AP_0.50: 0.0833 light_AP_0.50: 0.0053 luggage_AP_0.50: 0.0305 machine_AP_0.50: 0.0534 magazine_AP_0.50: 0.0000 mailbox_AP_0.50: 0.0024 mat_AP_0.50: 0.0002 menu_AP_0.50: 0.0000 microwave_AP_0.50: 0.2349 mirror_AP_0.50: 0.0088 monitor_AP_0.50: 0.1970 mop_AP_0.50: 0.0000 mouse_AP_0.50: 0.0000 napkins_AP_0.50: 0.0417 notebook_AP_0.50: 0.0000 ottoman_AP_0.50: 0.1496 oven_AP_0.50: 0.0954 pack_AP_0.50: 0.0013 pan_AP_0.50: 0.0003 paper_AP_0.50: 0.0013 paper cutter_AP_0.50: 0.0000 partition_AP_0.50: 0.0000 person_AP_0.50: 0.0028 piano_AP_0.50: 0.2312 picture_AP_0.50: 0.0188 pillar_AP_0.50: 0.1687 pillow_AP_0.50: 0.1579 pipe_AP_0.50: 0.0000 pitcher_AP_0.50: 0.0043 plant_AP_0.50: 0.0794 plate_AP_0.50: 0.0017 player_AP_0.50: 0.0040 plunger_AP_0.50: 0.0000 pool_AP_0.50: 0.0000 pool table_AP_0.50: 0.0196 poster_AP_0.50: 0.0000 pot_AP_0.50: 0.0907 price tag_AP_0.50: 0.0000 printer_AP_0.50: 0.2660 projector_AP_0.50: 0.0018 purse_AP_0.50: 0.0000 rack_AP_0.50: 0.0106 radiator_AP_0.50: 0.1450 radio_AP_0.50: 0.0000 rail_AP_0.50: 0.0001 range hood_AP_0.50: 0.0288 refrigerator_AP_0.50: 0.1990 remote control_AP_0.50: 0.0000 roll_AP_0.50: 0.0000 roof_AP_0.50: 0.0002 sack_AP_0.50: 0.1636 scale_AP_0.50: 0.0119 screen_AP_0.50: 0.0000 sheet_AP_0.50: 0.0000 shelf_AP_0.50: 0.1434 shoe_AP_0.50: 0.0419 shower_AP_0.50: 0.0096 sign_AP_0.50: 0.0059 sink_AP_0.50: 0.3223 soap dish_AP_0.50: 0.1732 soap dispenser_AP_0.50: 0.3330 socket_AP_0.50: 0.0000 speaker_AP_0.50: 0.0032 stairs_AP_0.50: 0.0023 stall_AP_0.50: 0.1443 stand_AP_0.50: 0.4811 stapler_AP_0.50: 0.0000 statue_AP_0.50: 0.0081 stick_AP_0.50: 0.0000 stool_AP_0.50: 0.1533 stopcock_AP_0.50: 0.0000 stove_AP_0.50: 0.1904 structure_AP_0.50: 0.0000 support_AP_0.50: 0.0000 switch_AP_0.50: 0.0000 table_AP_0.50: 0.4703 tablet_AP_0.50: 0.0020 teapot_AP_0.50: 0.0101 telephone_AP_0.50: 0.0349 tissue_AP_0.50: 0.0013 tissue box_AP_0.50: 0.0034 toaster_AP_0.50: 0.0021 toilet_AP_0.50: 0.7706 toilet paper_AP_0.50: 0.0376 toiletry_AP_0.50: 0.0001 towel_AP_0.50: 0.0998 toy_AP_0.50: 0.0022 tray_AP_0.50: 0.0021 treadmill_AP_0.50: 0.0000 tube_AP_0.50: 0.0000 tv_AP_0.50: 0.1277 umbrella_AP_0.50: 0.0000 vacuum cleaner_AP_0.50: 0.0643 vanity_AP_0.50: 0.4267 vase_AP_0.50: 0.0112 wardrobe_AP_0.50: 0.1120 washbasin_AP_0.50: 0.0106 washing machine_AP_0.50: 0.2314 water cooler_AP_0.50: 0.5152 water heater_AP_0.50: 0.5213 window_AP_0.50: 0.0233 window frame_AP_0.50: 0.0087 windowsill_AP_0.50: 0.0059 wrap_AP_0.50: 0.0000 balcony_AP_0.50: 0.0000 baseboard_AP_0.50: 0.0000 coat hanger_AP_0.50: 0.0000 coil_AP_0.50: 0.0000 glass_AP_0.50: 0.0000 grab bar_AP_0.50: 0.0250 humidifier_AP_0.50: 0.0000 ledge_AP_0.50: 0.0000 salt_AP_0.50: 0.0000 shampoo_AP_0.50: 0.0000 tool_AP_0.50: 0.0004 arch_AP_0.50: 0.0001 glove_AP_0.50: 0.0295 wire_AP_0.50: 0.0000 drum_AP_0.50: 0.0000 mattress_AP_0.50: 0.0000 plug_AP_0.50: 0.0000 vent_AP_0.50: 0.0000 eraser_AP_0.50: 0.0000 map_AP_0.50: 0.0000 pad_AP_0.50: 0.0000 wood_AP_0.50: 0.0000 trophy_AP_0.50: 0.0000 pen_AP_0.50: 0.0000 rod_AP_0.50: 0.0000 wine_AP_0.50: 0.0000 grass_AP_0.50: 0.0000 handle_AP_0.50: 0.0000 flush_AP_0.50: 0.0000 scissors_AP_0.50: 0.0000 sunglasses_AP_0.50: 0.0031 duct_AP_0.50: 0.0000 knife_AP_0.50: 0.0000 sponge_AP_0.50: 0.0000 toothbrush_AP_0.50: 0.0000 toothpaste_AP_0.50: 0.0000 soap_AP_0.50: 0.0027 seasoning_AP_0.50: 0.0000 spoon_AP_0.50: 0.0000 alarm_AP_0.50: 0.0000 cap_AP_0.50: 0.0000 door knob_AP_0.50: 0.0000 label_AP_0.50: 0.0000 hook_AP_0.50: 0.0000 molding_AP_0.50: 0.0000 shovel_AP_0.50: 0.0000 thermostat_AP_0.50: 0.0000 mAP_0.50: 0.0673 adhesive tape_rec_0.50: 0.0000 air conditioner_rec_0.50: 0.4000 album_rec_0.50: 0.0000 backpack_rec_0.50: 0.6129 bag_rec_0.50: 0.3764 ball_rec_0.50: 0.5714 banister_rec_0.50: 0.0000 bar_rec_0.50: 0.0333 barricade_rec_0.50: 0.0000 basin_rec_0.50: 0.1176 basket_rec_0.50: 0.4174 bathtub_rec_0.50: 0.8000 beam_rec_0.50: 0.0000 beanbag_rec_0.50: 1.0000 bed_rec_0.50: 0.7041 bench_rec_0.50: 0.5283 bicycle_rec_0.50: 0.1667 bidet_rec_0.50: 0.3333 bin_rec_0.50: 0.7450 blackboard_rec_0.50: 0.2436 blanket_rec_0.50: 0.1900 blinds_rec_0.50: 0.1400 board_rec_0.50: 0.3226 body loofah_rec_0.50: 0.0000 book_rec_0.50: 0.1483 bottle_rec_0.50: 0.0947 bowl_rec_0.50: 0.1449 box_rec_0.50: 0.2934 bread_rec_0.50: 0.0000 broom_rec_0.50: 0.0000 brush_rec_0.50: 0.0000 bucket_rec_0.50: 0.6410 cabinet_rec_0.50: 0.5542 calendar_rec_0.50: 0.0000 can_rec_0.50: 0.1667 candle_rec_0.50: 0.0556 candlestick_rec_0.50: 0.0000 car_rec_0.50: 0.0000 carpet_rec_0.50: 0.0238 cart_rec_0.50: 0.7500 case_rec_0.50: 0.2090 chair_rec_0.50: 0.8161 chandelier_rec_0.50: 0.2857 clock_rec_0.50: 0.1064 clothes_rec_0.50: 0.3344 clothes dryer_rec_0.50: 0.8000 coffee maker_rec_0.50: 0.3793 column_rec_0.50: 0.1316 commode_rec_0.50: 0.8462 computer_rec_0.50: 0.3559 conducting wire_rec_0.50: 0.0000 container_rec_0.50: 0.2712 copier_rec_0.50: 0.9167 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.7190 counter_rec_0.50: 0.1284 countertop_rec_0.50: 0.0357 crate_rec_0.50: 0.5714 crib_rec_0.50: 1.0000 cube_rec_0.50: 1.0000 cup_rec_0.50: 0.0339 curtain_rec_0.50: 0.3886 cushion_rec_0.50: 0.2549 decoration_rec_0.50: 0.1571 desk_rec_0.50: 0.7273 device_rec_0.50: 0.0909 dish rack_rec_0.50: 0.2000 dishwasher_rec_0.50: 0.0000 dispenser_rec_0.50: 0.5000 door_rec_0.50: 0.3350 doorframe_rec_0.50: 0.5634 doorway_rec_0.50: 0.0000 drawer_rec_0.50: 0.5556 dresser_rec_0.50: 0.8333 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.3500 fan_rec_0.50: 0.2031 faucet_rec_0.50: 0.0638 fence_rec_0.50: 0.0833 file_rec_0.50: 0.2647 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.1071 flowerpot_rec_0.50: 0.2157 folder_rec_0.50: 0.1429 food_rec_0.50: 0.0000 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.1429 fruit_rec_0.50: 0.2143 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.0000 garbage_rec_0.50: 0.6250 globe_rec_0.50: 0.0000 guitar_rec_0.50: 0.1667 hair dryer_rec_0.50: 0.0000 hamper_rec_0.50: 0.8182 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.1111 headboard_rec_0.50: 0.1250 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.5172 helmets_rec_0.50: 0.0000 holder_rec_0.50: 0.1111 jacket_rec_0.50: 0.3750 jalousie_rec_0.50: 1.0000 jar_rec_0.50: 0.2308 kettle_rec_0.50: 0.1667 keyboard_rec_0.50: 0.0122 kitchen island_rec_0.50: 0.8571 kitchenware_rec_0.50: 0.1304 ladder_rec_0.50: 0.4118 lamp_rec_0.50: 0.3701 laptop_rec_0.50: 0.3043 letter_rec_0.50: 0.2500 light_rec_0.50: 0.0620 luggage_rec_0.50: 0.6667 machine_rec_0.50: 0.3684 magazine_rec_0.50: 0.0000 mailbox_rec_0.50: 0.2000 mat_rec_0.50: 0.0270 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.6327 mirror_rec_0.50: 0.1381 monitor_rec_0.50: 0.5367 mop_rec_0.50: 0.0000 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.3333 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.7778 oven_rec_0.50: 0.4286 pack_rec_0.50: 0.0667 pan_rec_0.50: 0.1176 paper_rec_0.50: 0.0478 paper cutter_rec_0.50: 0.0000 partition_rec_0.50: 0.0000 person_rec_0.50: 0.1667 piano_rec_0.50: 0.8000 picture_rec_0.50: 0.1059 pillar_rec_0.50: 0.3721 pillow_rec_0.50: 0.3933 pipe_rec_0.50: 0.0385 pitcher_rec_0.50: 0.3333 plant_rec_0.50: 0.3626 plate_rec_0.50: 0.1154 player_rec_0.50: 0.2500 plunger_rec_0.50: 0.0000 pool_rec_0.50: 0.0000 pool table_rec_0.50: 0.3333 poster_rec_0.50: 0.0000 pot_rec_0.50: 0.4815 price tag_rec_0.50: 0.0000 printer_rec_0.50: 0.6327 projector_rec_0.50: 0.5000 purse_rec_0.50: 0.1667 rack_rec_0.50: 0.4038 radiator_rec_0.50: 0.5000 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0469 range hood_rec_0.50: 0.1429 refrigerator_rec_0.50: 0.6800 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.0000 roof_rec_0.50: 0.0833 sack_rec_0.50: 0.7143 scale_rec_0.50: 0.3636 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.4047 shoe_rec_0.50: 0.1776 shower_rec_0.50: 0.2333 sign_rec_0.50: 0.1667 sink_rec_0.50: 0.5292 soap dish_rec_0.50: 0.2667 soap dispenser_rec_0.50: 0.5556 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.2273 stairs_rec_0.50: 0.0833 stall_rec_0.50: 0.2941 stand_rec_0.50: 0.7561 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.4211 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.5966 stopcock_rec_0.50: 0.0000 stove_rec_0.50: 0.3611 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.7748 tablet_rec_0.50: 0.2500 teapot_rec_0.50: 0.1111 telephone_rec_0.50: 0.1500 tissue_rec_0.50: 0.0769 tissue box_rec_0.50: 0.2500 toaster_rec_0.50: 0.4000 toilet_rec_0.50: 0.8060 toilet paper_rec_0.50: 0.1855 toiletry_rec_0.50: 0.0870 towel_rec_0.50: 0.2925 toy_rec_0.50: 0.1364 tray_rec_0.50: 0.2857 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.4752 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.4286 vanity_rec_0.50: 0.7619 vase_rec_0.50: 0.2400 wardrobe_rec_0.50: 0.5422 washbasin_rec_0.50: 0.2667 washing machine_rec_0.50: 0.6786 water cooler_rec_0.50: 1.0000 water heater_rec_0.50: 1.0000 window_rec_0.50: 0.2121 window frame_rec_0.50: 0.2424 windowsill_rec_0.50: 0.2174 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.0000 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.1250 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.0000 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.1667 arch_rec_0.50: 0.1333 glove_rec_0.50: 0.6667 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.1538 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.1667 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.2351 data_time: 5.5922 time: 5.9718 2024/02/27 06:03:28 - mmengine - INFO - Epoch(train) [9][ 50/973] lr: 1.0000e-04 eta: 3:49:22 time: 3.9583 data_time: 0.9772 memory: 14052 grad_norm: 0.2546 loss: 1.4172 loss_center: 0.6475 loss_bbox: 0.2788 loss_cls: 0.4909 2024/02/27 06:06:17 - mmengine - INFO - Epoch(train) [9][100/973] lr: 1.0000e-04 eta: 3:46:18 time: 3.3642 data_time: 0.8738 memory: 14889 grad_norm: 0.2788 loss: 1.3621 loss_center: 0.6223 loss_bbox: 0.2743 loss_cls: 0.4655 2024/02/27 06:09:15 - mmengine - INFO - Epoch(train) [9][150/973] lr: 1.0000e-04 eta: 3:43:19 time: 3.5709 data_time: 0.7727 memory: 15816 grad_norm: 0.2832 loss: 1.3988 loss_center: 0.6349 loss_bbox: 0.2872 loss_cls: 0.4768 2024/02/27 06:12:14 - mmengine - INFO - Epoch(train) [9][200/973] lr: 1.0000e-04 eta: 3:40:20 time: 3.5810 data_time: 0.1052 memory: 14751 grad_norm: 0.2732 loss: 1.3266 loss_center: 0.6073 loss_bbox: 0.2870 loss_cls: 0.4323 2024/02/27 06:13:14 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 06:15:28 - mmengine - INFO - Epoch(train) [9][250/973] lr: 1.0000e-04 eta: 3:37:27 time: 3.8755 data_time: 0.6853 memory: 19239 grad_norm: 0.2803 loss: 1.4348 loss_center: 0.6296 loss_bbox: 0.3450 loss_cls: 0.4602 2024/02/27 06:18:14 - mmengine - INFO - Epoch(train) [9][300/973] lr: 1.0000e-04 eta: 3:34:22 time: 3.3121 data_time: 0.1638 memory: 14171 grad_norm: 0.2564 loss: 1.4298 loss_center: 0.6539 loss_bbox: 0.2865 loss_cls: 0.4894 2024/02/27 06:21:17 - mmengine - INFO - Epoch(train) [9][350/973] lr: 1.0000e-04 eta: 3:31:25 time: 3.6642 data_time: 0.4755 memory: 17980 grad_norm: 0.2606 loss: 1.3837 loss_center: 0.6290 loss_bbox: 0.2849 loss_cls: 0.4698 2024/02/27 06:24:11 - mmengine - INFO - Epoch(train) [9][400/973] lr: 1.0000e-04 eta: 3:28:23 time: 3.4762 data_time: 0.8075 memory: 16645 grad_norm: 0.2635 loss: 1.3401 loss_center: 0.6140 loss_bbox: 0.2815 loss_cls: 0.4447 2024/02/27 06:27:05 - mmengine - INFO - Epoch(train) [9][450/973] lr: 1.0000e-04 eta: 3:25:23 time: 3.4887 data_time: 0.5551 memory: 14856 grad_norm: 0.2524 loss: 1.3490 loss_center: 0.6183 loss_bbox: 0.2839 loss_cls: 0.4469 2024/02/27 06:30:06 - mmengine - INFO - Epoch(train) [9][500/973] lr: 1.0000e-04 eta: 3:22:24 time: 3.6089 data_time: 0.1149 memory: 15619 grad_norm: 0.2611 loss: 1.3706 loss_center: 0.6065 loss_bbox: 0.3050 loss_cls: 0.4590 2024/02/27 06:33:17 - mmengine - INFO - Epoch(train) [9][550/973] lr: 1.0000e-04 eta: 3:19:30 time: 3.8256 data_time: 0.1837 memory: 15667 grad_norm: 0.2979 loss: 1.3329 loss_center: 0.6234 loss_bbox: 0.2693 loss_cls: 0.4402 2024/02/27 06:36:16 - mmengine - INFO - Epoch(train) [9][600/973] lr: 1.0000e-04 eta: 3:16:31 time: 3.5812 data_time: 0.1019 memory: 15464 grad_norm: 0.2670 loss: 1.3352 loss_center: 0.6125 loss_bbox: 0.2689 loss_cls: 0.4538 2024/02/27 06:39:07 - mmengine - INFO - Epoch(train) [9][650/973] lr: 1.0000e-04 eta: 3:13:29 time: 3.4220 data_time: 0.1522 memory: 15793 grad_norm: 0.2570 loss: 1.2793 loss_center: 0.5874 loss_bbox: 0.2631 loss_cls: 0.4287 2024/02/27 06:42:12 - mmengine - INFO - Epoch(train) [9][700/973] lr: 1.0000e-04 eta: 3:10:32 time: 3.7061 data_time: 0.1061 memory: 15846 grad_norm: 0.2571 loss: 1.3938 loss_center: 0.6701 loss_bbox: 0.2548 loss_cls: 0.4689 2024/02/27 06:45:23 - mmengine - INFO - Epoch(train) [9][750/973] lr: 1.0000e-04 eta: 3:07:37 time: 3.8074 data_time: 0.3297 memory: 17641 grad_norm: 0.2670 loss: 1.3196 loss_center: 0.5966 loss_bbox: 0.2844 loss_cls: 0.4386 2024/02/27 06:48:13 - mmengine - INFO - Epoch(train) [9][800/973] lr: 1.0000e-04 eta: 3:04:35 time: 3.4091 data_time: 0.9313 memory: 18363 grad_norm: 0.2586 loss: 1.2779 loss_center: 0.5942 loss_bbox: 0.2746 loss_cls: 0.4090 2024/02/27 06:51:07 - mmengine - INFO - Epoch(train) [9][850/973] lr: 1.0000e-04 eta: 3:01:34 time: 3.4848 data_time: 0.5886 memory: 18049 grad_norm: 0.2731 loss: 1.3640 loss_center: 0.6284 loss_bbox: 0.2803 loss_cls: 0.4553 2024/02/27 06:54:07 - mmengine - INFO - Epoch(train) [9][900/973] lr: 1.0000e-04 eta: 2:58:35 time: 3.5873 data_time: 0.1033 memory: 17385 grad_norm: 0.2817 loss: 1.2941 loss_center: 0.6075 loss_bbox: 0.2632 loss_cls: 0.4234 2024/02/27 06:57:01 - mmengine - INFO - Epoch(train) [9][950/973] lr: 1.0000e-04 eta: 2:55:34 time: 3.4898 data_time: 0.1140 memory: 18639 grad_norm: 0.2780 loss: 1.5285 loss_center: 0.7011 loss_bbox: 0.3172 loss_cls: 0.5101 2024/02/27 06:58:14 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 06:58:14 - mmengine - INFO - Saving checkpoint at 9 epochs 2024/02/27 07:00:23 - mmengine - INFO - Epoch(val) [9][ 50/103] eta: 0:02:08 time: 2.4265 data_time: 2.0729 memory: 16144 2024/02/27 07:07:56 - mmengine - INFO - Epoch(val) [9][100/103] eta: 0:00:17 time: 9.0564 data_time: 8.6862 memory: 4451 2024/02/27 07:12:43 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.4021 | 0.6000 | 0.4021 | 0.6000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | backpack | 0.4024 | 0.8548 | 0.2290 | 0.6129 | | bag | 0.0836 | 0.7584 | 0.0333 | 0.4045 | | balcony | 0.0015 | 1.0000 | 0.0000 | 0.0000 | | ball | 0.3440 | 0.6667 | 0.3402 | 0.6190 | | banister | 0.0006 | 0.6000 | 0.0000 | 0.0000 | | bar | 0.0673 | 0.1333 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0052 | 0.5882 | 0.0040 | 0.1765 | | basket | 0.1063 | 0.7217 | 0.0564 | 0.4174 | | bathtub | 0.8376 | 0.8769 | 0.7673 | 0.8154 | | beam | 0.0227 | 0.0455 | 0.0000 | 0.0000 | | bed | 0.8614 | 0.9467 | 0.6325 | 0.7515 | | bench | 0.3745 | 0.8491 | 0.2399 | 0.5849 | | bidet | 0.5556 | 0.6667 | 0.3333 | 0.3333 | | bin | 0.6265 | 0.9150 | 0.4747 | 0.7394 | | blackboard | 0.2981 | 0.8077 | 0.0723 | 0.2692 | | blanket | 0.2865 | 0.8500 | 0.0140 | 0.2400 | | blinds | 0.0217 | 0.5800 | 0.0035 | 0.2400 | | board | 0.0503 | 0.7903 | 0.0155 | 0.3548 | | body loofah | 0.0023 | 1.0000 | 0.0003 | 0.5000 | | book | 0.1775 | 0.5035 | 0.0483 | 0.1692 | | bottle | 0.0251 | 0.3036 | 0.0030 | 0.0836 | | bowl | 0.0652 | 0.5217 | 0.0135 | 0.1594 | | box | 0.1770 | 0.6171 | 0.0725 | 0.3118 | | broom | 0.0014 | 0.2857 | 0.0004 | 0.0714 | | brush | 0.0466 | 0.3571 | 0.0004 | 0.0714 | | bucket | 0.0472 | 0.8205 | 0.0260 | 0.5641 | | cabinet | 0.2693 | 0.8764 | 0.1477 | 0.5653 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0060 | 0.2778 | 0.0001 | 0.0556 | | car | 0.0726 | 0.7143 | 0.0000 | 0.0000 | | carpet | 0.0270 | 0.1786 | 0.0002 | 0.0119 | | case | 0.0589 | 0.4294 | 0.0318 | 0.1582 | | chair | 0.8463 | 0.9320 | 0.7132 | 0.8248 | | chandelier | 0.2245 | 0.7143 | 0.0553 | 0.1905 | | clock | 0.0370 | 0.3830 | 0.0084 | 0.1489 | | clothes | 0.2133 | 0.7229 | 0.0695 | 0.3217 | | clothes dryer | 0.0844 | 0.9333 | 0.0234 | 0.6000 | | coat hanger | 0.0455 | 1.0000 | 0.0000 | 0.0000 | | column | 0.0166 | 0.5789 | 0.0011 | 0.2368 | | commode | 0.2371 | 0.9423 | 0.2238 | 0.8269 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | container | 0.0061 | 0.5593 | 0.0015 | 0.2881 | | copier | 0.6401 | 0.9167 | 0.3500 | 0.7500 | | couch | 0.6528 | 0.9050 | 0.5425 | 0.7727 | | counter | 0.1427 | 0.6330 | 0.0094 | 0.1284 | | countertop | 0.0403 | 0.5357 | 0.0179 | 0.0357 | | crate | 0.2222 | 1.0000 | 0.1492 | 0.5714 | | crib | 0.4103 | 1.0000 | 0.4103 | 1.0000 | | cup | 0.0067 | 0.1949 | 0.0000 | 0.0254 | | curtain | 0.4234 | 0.8645 | 0.0518 | 0.4187 | | cushion | 0.0722 | 0.7451 | 0.0311 | 0.2941 | | decoration | 0.0201 | 0.5214 | 0.0025 | 0.1429 | | desk | 0.5464 | 0.9148 | 0.4255 | 0.7614 | | dishwasher | 0.0087 | 0.8000 | 0.0005 | 0.1000 | | dispenser | 0.5400 | 0.8409 | 0.3429 | 0.5455 | | door | 0.3703 | 0.8325 | 0.0448 | 0.3411 | | doorframe | 0.4017 | 0.8996 | 0.1643 | 0.5827 | | doorway | 0.0005 | 0.5556 | 0.0000 | 0.0000 | | drawer | 0.0041 | 0.8333 | 0.0017 | 0.5556 | | dresser | 0.3144 | 0.9259 | 0.2801 | 0.8519 | | dumbbell | 0.0030 | 0.3333 | 0.0000 | 0.0000 | | fan | 0.4361 | 0.8281 | 0.0110 | 0.2500 | | faucet | 0.0490 | 0.3191 | 0.0006 | 0.0638 | | fire extinguisher | 0.0050 | 0.4000 | 0.0000 | 0.0000 | | flowerpot | 0.0259 | 0.5098 | 0.0145 | 0.2549 | | flush | 0.0227 | 0.5000 | 0.0000 | 0.0000 | | folder | 0.0179 | 0.7143 | 0.0005 | 0.1429 | | food | 0.0015 | 0.3636 | 0.0007 | 0.1818 | | footstool | 0.0069 | 0.5000 | 0.0069 | 0.5000 | | frame | 0.0201 | 0.3673 | 0.0016 | 0.0816 | | fruit | 0.1209 | 0.4286 | 0.0245 | 0.2143 | | furniture | 0.0008 | 0.5000 | 0.0003 | 0.3333 | | garbage | 0.0595 | 1.0000 | 0.0348 | 0.6250 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0741 | 0.6667 | 0.0741 | 0.6667 | | grab bar | 0.3215 | 0.8750 | 0.0000 | 0.0000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hamper | 0.1704 | 1.0000 | 0.1643 | 0.8182 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hanger | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hat | 0.0000 | 0.1111 | 0.0000 | 0.0000 | | heater | 0.3305 | 0.8448 | 0.1138 | 0.5517 | | helmets | 0.0009 | 0.6667 | 0.0000 | 0.0000 | | holder | 0.1605 | 0.4444 | 0.0074 | 0.1111 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.4918 | 0.9583 | 0.2439 | 0.4583 | | jalousie | 0.1009 | 1.0000 | 0.0192 | 0.5000 | | jar | 0.0197 | 0.6154 | 0.0174 | 0.3077 | | kettle | 0.0289 | 0.6111 | 0.0065 | 0.3333 | | kitchenware | 0.0878 | 0.5217 | 0.0047 | 0.0652 | | ladder | 0.0863 | 0.6471 | 0.0390 | 0.5294 | | lamp | 0.4262 | 0.6866 | 0.2057 | 0.3761 | | laptop | 0.2769 | 0.6522 | 0.0851 | 0.3478 | | ledge | 0.0100 | 0.3333 | 0.0000 | 0.0000 | | light | 0.0430 | 0.2735 | 0.0057 | 0.0769 | | machine | 0.1362 | 1.0000 | 0.0813 | 0.5263 | | magazine | 0.2006 | 0.4000 | 0.2000 | 0.2000 | | mailbox | 0.0128 | 0.8000 | 0.0012 | 0.2000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mat | 0.0012 | 0.1622 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3510 | 0.7755 | 0.2747 | 0.6531 | | mirror | 0.2179 | 0.7845 | 0.0219 | 0.2099 | | molding | 0.0002 | 1.0000 | 0.0000 | 0.0000 | | mop | 0.0076 | 0.3333 | 0.0000 | 0.0000 | | oven | 0.2525 | 0.7500 | 0.0701 | 0.3214 | | pack | 0.0394 | 0.8000 | 0.0022 | 0.1333 | | pan | 0.0103 | 0.4118 | 0.0002 | 0.1176 | | paper | 0.0102 | 0.1343 | 0.0013 | 0.0448 | | paper cutter | 0.2443 | 0.8333 | 0.0008 | 0.3333 | | partition | 0.0187 | 0.5000 | 0.0000 | 0.0000 | | person | 0.0076 | 0.3333 | 0.0000 | 0.0000 | | picture | 0.1573 | 0.4119 | 0.0208 | 0.1059 | | pillar | 0.3461 | 0.7674 | 0.2347 | 0.4186 | | pillow | 0.5456 | 0.8633 | 0.1625 | 0.4170 | | pipe | 0.0005 | 0.3077 | 0.0001 | 0.0769 | | plant | 0.2983 | 0.7875 | 0.0846 | 0.3487 | | plate | 0.0190 | 0.4231 | 0.0026 | 0.1154 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.7281 | 1.0000 | 0.0000 | 0.0000 | | pool | 0.0833 | 0.5000 | 0.0000 | 0.0000 | | poster | 0.0949 | 0.1364 | 0.0119 | 0.0455 | | pot | 0.1758 | 0.6667 | 0.1219 | 0.4444 | | printer | 0.4264 | 0.8776 | 0.3537 | 0.7143 | | purse | 0.0007 | 0.6667 | 0.0000 | 0.1667 | | rack | 0.0244 | 0.7308 | 0.0135 | 0.4038 | | radiator | 0.3785 | 0.8750 | 0.1248 | 0.4432 | | rail | 0.0263 | 0.6094 | 0.0007 | 0.0312 | | range hood | 0.3685 | 0.7143 | 0.0357 | 0.2143 | | refrigerator | 0.3693 | 0.8600 | 0.2966 | 0.6800 | | rod | 0.0099 | 0.1000 | 0.0000 | 0.0000 | | roll | 0.2115 | 0.5000 | 0.0000 | 0.0000 | | roof | 0.0030 | 0.4167 | 0.0008 | 0.0833 | | scale | 0.1532 | 0.4545 | 0.1097 | 0.2727 | | shelf | 0.3828 | 0.7878 | 0.1647 | 0.4281 | | shoe | 0.1311 | 0.4112 | 0.0256 | 0.1402 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shower | 0.0287 | 0.4333 | 0.0108 | 0.2333 | | sign | 0.0043 | 0.3333 | 0.0019 | 0.1333 | | sink | 0.7122 | 0.9125 | 0.3465 | 0.5375 | | soap | 0.0035 | 0.1667 | 0.0035 | 0.1667 | | soap dish | 0.2100 | 0.6667 | 0.1167 | 0.2000 | | soap dispenser | 0.6269 | 0.8889 | 0.3811 | 0.5185 | | socket | 0.0007 | 0.0138 | 0.0000 | 0.0000 | | stairs | 0.0639 | 0.4722 | 0.0172 | 0.0833 | | stall | 0.4244 | 0.9412 | 0.2982 | 0.4118 | | stand | 0.6006 | 0.8963 | 0.4974 | 0.7805 | | stool | 0.2526 | 0.8319 | 0.2127 | 0.6387 | | stopcock | 0.0162 | 0.2222 | 0.0000 | 0.0000 | | stove | 0.3074 | 0.8056 | 0.1954 | 0.3333 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | switch | 0.0014 | 0.0458 | 0.0000 | 0.0000 | | table | 0.5866 | 0.8913 | 0.5108 | 0.7764 | | telephone | 0.0777 | 0.4167 | 0.0495 | 0.1500 | | thermostat | 0.0076 | 0.1667 | 0.0000 | 0.0000 | | tissue | 0.0245 | 0.4615 | 0.0007 | 0.0769 | | tissue box | 0.0105 | 0.6250 | 0.0036 | 0.2812 | | toaster | 0.0130 | 0.7000 | 0.0043 | 0.4000 | | toilet | 0.8588 | 0.8806 | 0.8097 | 0.8433 | | toilet paper | 0.3118 | 0.6371 | 0.0596 | 0.1935 | | toiletry | 0.0067 | 0.3913 | 0.0001 | 0.0435 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.3129 | 0.6463 | 0.1311 | 0.2993 | | toy | 0.0112 | 0.4848 | 0.0033 | 0.1364 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tv | 0.3696 | 0.8218 | 0.1120 | 0.3960 | | umbrella | 0.0007 | 0.4000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.1967 | 0.8571 | 0.1195 | 0.7143 | | vanity | 0.6002 | 0.9286 | 0.3063 | 0.7143 | | vent | 0.0001 | 0.0417 | 0.0000 | 0.0000 | | wardrobe | 0.2419 | 0.8675 | 0.1409 | 0.6506 | | washbasin | 0.0246 | 0.4667 | 0.0227 | 0.2667 | | washing machine | 0.3235 | 0.9643 | 0.2747 | 0.6429 | | window | 0.2354 | 0.7485 | 0.0297 | 0.2303 | | window frame | 0.0564 | 0.7576 | 0.0115 | 0.2626 | | windowsill | 0.0828 | 0.6087 | 0.0009 | 0.1087 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0030 | 0.5667 | 0.0012 | 0.1667 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0068 | 0.4286 | 0.0001 | 0.1429 | | statue | 0.0602 | 0.6842 | 0.0086 | 0.3158 | | bicycle | 0.3479 | 1.0000 | 0.0023 | 0.1667 | | device | 0.0941 | 0.3636 | 0.0910 | 0.1818 | | dish rack | 0.0507 | 0.4000 | 0.0507 | 0.4000 | | ottoman | 0.1606 | 0.8611 | 0.1339 | 0.7500 | | salt | 0.8333 | 1.0000 | 0.0000 | 0.0000 | | water cooler | 0.5075 | 1.0000 | 0.5075 | 1.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beanbag | 0.5253 | 1.0000 | 0.5253 | 1.0000 | | candlestick | 0.2976 | 1.0000 | 0.2333 | 1.0000 | | cart | 0.0417 | 0.7500 | 0.0417 | 0.7500 | | computer | 0.2749 | 0.8136 | 0.0509 | 0.3390 | | fireplace | 0.2256 | 0.6786 | 0.0596 | 0.1786 | | globe | 0.0040 | 1.0000 | 0.0040 | 1.0000 | | guitar | 0.2667 | 0.6667 | 0.1319 | 0.2500 | | kitchen island | 0.4260 | 0.8571 | 0.4260 | 0.8571 | | luggage | 0.0466 | 1.0000 | 0.0237 | 0.6667 | | monitor | 0.6816 | 0.8814 | 0.1655 | 0.5537 | | piano | 0.4086 | 0.8000 | 0.4059 | 0.6000 | | pitcher | 0.0048 | 0.6667 | 0.0023 | 0.3333 | | pool table | 0.0238 | 0.3333 | 0.0238 | 0.3333 | | projector | 0.0065 | 0.5000 | 0.0027 | 0.5000 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | speaker | 0.0093 | 0.4545 | 0.0015 | 0.3182 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sunglasses | 0.0479 | 0.6154 | 0.0003 | 0.0769 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tablet | 0.0056 | 0.5000 | 0.0027 | 0.2500 | | vase | 0.0405 | 0.5800 | 0.0126 | 0.2800 | | water heater | 0.5769 | 1.0000 | 0.5769 | 1.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coffee maker | 0.2415 | 0.7241 | 0.1017 | 0.3793 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | excercise equipment | 0.2413 | 0.8000 | 0.0584 | 0.2500 | | fence | 0.0074 | 0.3333 | 0.0000 | 0.0000 | | garage door | 0.0071 | 0.8333 | 0.0000 | 0.0000 | | keyboard | 0.1754 | 0.3171 | 0.0000 | 0.0122 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | remote control | 0.0044 | 0.0714 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0370 | 0.2500 | 0.0281 | 0.1667 | | cube | 0.0556 | 1.0000 | 0.0556 | 1.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headphones | 0.0492 | 0.8000 | 0.0000 | 0.0000 | | menu | 0.2587 | 0.5714 | 0.0000 | 0.0000 | | pad | 0.0008 | 0.3333 | 0.0000 | 0.0000 | | sack | 0.3597 | 1.0000 | 0.2590 | 0.7143 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0833 | 0.1667 | 0.0000 | 0.0000 | | file | 0.0753 | 0.5294 | 0.0432 | 0.2647 | | humidifier | 0.0833 | 0.5000 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | teapot | 0.0182 | 0.8889 | 0.0001 | 0.1111 | | tray | 0.0053 | 0.5714 | 0.0008 | 0.1429 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0235 | 0.4000 | 0.0000 | 0.0000 | | drum | 0.0003 | 0.1250 | 0.0000 | 0.0000 | | headboard | 0.0803 | 0.6250 | 0.0156 | 0.1250 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.1574 | 0.6667 | 0.0833 | 0.3333 | | player | 0.0042 | 0.2500 | 0.0008 | 0.2500 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tool | 0.0020 | 0.1667 | 0.0020 | 0.1667 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.6786 | 1.0000 | 0.6786 | 1.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1475 | 0.5163 | 0.0791 | 0.2531 | +---------------------+---------+---------+---------+---------+ 2024/02/27 07:12:43 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8463 | 0.9320 | 0.7132 | 0.8248 | | picture | 0.1573 | 0.4119 | 0.0208 | 0.1059 | | door | 0.3703 | 0.8325 | 0.0448 | 0.3411 | | pillow | 0.5456 | 0.8633 | 0.1625 | 0.4170 | | cabinet | 0.2693 | 0.8764 | 0.1477 | 0.5653 | | table | 0.5866 | 0.8913 | 0.5108 | 0.7764 | | book | 0.1775 | 0.5035 | 0.0483 | 0.1692 | | window | 0.2354 | 0.7485 | 0.0297 | 0.2303 | | box | 0.1770 | 0.6171 | 0.0725 | 0.3118 | | doorframe | 0.4017 | 0.8996 | 0.1643 | 0.5827 | | shelf | 0.3828 | 0.7878 | 0.1647 | 0.4281 | | light | 0.0430 | 0.2735 | 0.0057 | 0.0769 | | plant | 0.2983 | 0.7875 | 0.0846 | 0.3487 | | paper | 0.0102 | 0.1343 | 0.0013 | 0.0448 | | bin | 0.6265 | 0.9150 | 0.4747 | 0.7394 | | curtain | 0.4234 | 0.8645 | 0.0518 | 0.4187 | | bottle | 0.0251 | 0.3036 | 0.0030 | 0.0836 | | lamp | 0.4262 | 0.6866 | 0.2057 | 0.3761 | | couch | 0.6528 | 0.9050 | 0.5425 | 0.7727 | | towel | 0.3129 | 0.6463 | 0.1311 | 0.2993 | | sink | 0.7122 | 0.9125 | 0.3465 | 0.5375 | | socket | 0.0007 | 0.0138 | 0.0000 | 0.0000 | | clothes | 0.2133 | 0.7229 | 0.0695 | 0.3217 | | desk | 0.5464 | 0.9148 | 0.4255 | 0.7614 | | stand | 0.6006 | 0.8963 | 0.4974 | 0.7805 | | monitor | 0.6816 | 0.8814 | 0.1655 | 0.5537 | | stool | 0.2526 | 0.8319 | 0.2127 | 0.6387 | | mirror | 0.2179 | 0.7845 | 0.0219 | 0.2099 | | case | 0.0589 | 0.4294 | 0.0318 | 0.1582 | | decoration | 0.0201 | 0.5214 | 0.0025 | 0.1429 | | bag | 0.0836 | 0.7584 | 0.0333 | 0.4045 | | bed | 0.8614 | 0.9467 | 0.6325 | 0.7515 | | cup | 0.0067 | 0.1949 | 0.0000 | 0.0254 | | switch | 0.0014 | 0.0458 | 0.0000 | 0.0000 | | shoe | 0.1311 | 0.4112 | 0.0256 | 0.1402 | | toilet | 0.8588 | 0.8806 | 0.8097 | 0.8433 | | counter | 0.1427 | 0.6330 | 0.0094 | 0.1284 | | tv | 0.3696 | 0.8218 | 0.1120 | 0.3960 | | backpack | 0.4024 | 0.8548 | 0.2290 | 0.6129 | | carpet | 0.0270 | 0.1786 | 0.0002 | 0.0119 | | basket | 0.1063 | 0.7217 | 0.0564 | 0.4174 | | cushion | 0.0722 | 0.7451 | 0.0311 | 0.2941 | | window frame | 0.0564 | 0.7576 | 0.0115 | 0.2626 | | rail | 0.0263 | 0.6094 | 0.0007 | 0.0312 | | blanket | 0.2865 | 0.8500 | 0.0140 | 0.2400 | | blackboard | 0.2981 | 0.8077 | 0.0723 | 0.2692 | | radiator | 0.3785 | 0.8750 | 0.1248 | 0.4432 | | toilet paper | 0.3118 | 0.6371 | 0.0596 | 0.1935 | | bench | 0.3745 | 0.8491 | 0.2399 | 0.5849 | | keyboard | 0.1754 | 0.3171 | 0.0000 | 0.0122 | | board | 0.0503 | 0.7903 | 0.0155 | 0.3548 | | stairs | 0.0639 | 0.4722 | 0.0172 | 0.0833 | | plate | 0.0190 | 0.4231 | 0.0026 | 0.1154 | | refrigerator | 0.3693 | 0.8600 | 0.2966 | 0.6800 | | frame | 0.0201 | 0.3673 | 0.0016 | 0.0816 | | wardrobe | 0.2419 | 0.8675 | 0.1409 | 0.6506 | | telephone | 0.0777 | 0.4167 | 0.0495 | 0.1500 | | vase | 0.0405 | 0.5800 | 0.0126 | 0.2800 | | heater | 0.3305 | 0.8448 | 0.1138 | 0.5517 | | computer | 0.2749 | 0.8136 | 0.0509 | 0.3390 | | windowsill | 0.0828 | 0.6087 | 0.0009 | 0.1087 | | bathtub | 0.8376 | 0.8769 | 0.7673 | 0.8154 | | ottoman | 0.1606 | 0.8611 | 0.1339 | 0.7500 | | toy | 0.0112 | 0.4848 | 0.0033 | 0.1364 | | column | 0.0166 | 0.5789 | 0.0011 | 0.2368 | | rack | 0.0244 | 0.7308 | 0.0135 | 0.4038 | | clock | 0.0370 | 0.3830 | 0.0084 | 0.1489 | | dresser | 0.3144 | 0.9259 | 0.2801 | 0.8519 | | faucet | 0.0490 | 0.3191 | 0.0006 | 0.0638 | | commode | 0.2371 | 0.9423 | 0.2238 | 0.8269 | | flowerpot | 0.0259 | 0.5098 | 0.0145 | 0.2549 | | bucket | 0.0472 | 0.8205 | 0.0260 | 0.5641 | | kitchenware | 0.0878 | 0.5217 | 0.0047 | 0.0652 | | bowl | 0.0652 | 0.5217 | 0.0135 | 0.1594 | | dispenser | 0.5400 | 0.8409 | 0.3429 | 0.5455 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3510 | 0.7755 | 0.2747 | 0.6531 | | container | 0.0061 | 0.5593 | 0.0015 | 0.2881 | | stove | 0.3074 | 0.8056 | 0.1954 | 0.3333 | | fan | 0.4361 | 0.8281 | 0.0110 | 0.2500 | | pot | 0.1758 | 0.6667 | 0.1219 | 0.4444 | | blinds | 0.0217 | 0.5800 | 0.0035 | 0.2400 | | shower | 0.0287 | 0.4333 | 0.0108 | 0.2333 | | mat | 0.0012 | 0.1622 | 0.0000 | 0.0000 | | laptop | 0.2769 | 0.6522 | 0.0851 | 0.3478 | | remote control | 0.0044 | 0.0714 | 0.0000 | 0.0000 | | washing machine | 0.3235 | 0.9643 | 0.2747 | 0.6429 | | tissue box | 0.0105 | 0.6250 | 0.0036 | 0.2812 | | pillar | 0.3461 | 0.7674 | 0.2347 | 0.4186 | | printer | 0.4264 | 0.8776 | 0.3537 | 0.7143 | +-----------------+---------+---------+---------+---------+ | Overall | 0.2443 | 0.6535 | 0.1325 | 0.3572 | +-----------------+---------+---------+---------+---------+ 2024/02/27 07:12:43 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.0949 | 0.1364 | 0.0119 | 0.0455 | | oven | 0.2525 | 0.7500 | 0.0701 | 0.3214 | | fireplace | 0.2256 | 0.6786 | 0.0596 | 0.1786 | | roof | 0.0030 | 0.4167 | 0.0008 | 0.0833 | | washbasin | 0.0246 | 0.4667 | 0.0227 | 0.2667 | | statue | 0.0602 | 0.6842 | 0.0086 | 0.3158 | | jacket | 0.4918 | 0.9583 | 0.2439 | 0.4583 | | pipe | 0.0005 | 0.3077 | 0.0001 | 0.0769 | | drawer | 0.0041 | 0.8333 | 0.0017 | 0.5556 | | sign | 0.0043 | 0.3333 | 0.0019 | 0.1333 | | countertop | 0.0403 | 0.5357 | 0.0179 | 0.0357 | | vanity | 0.6002 | 0.9286 | 0.3063 | 0.7143 | | soap dispenser | 0.6269 | 0.8889 | 0.3811 | 0.5185 | | vent | 0.0001 | 0.0417 | 0.0000 | 0.0000 | | clothes dryer | 0.0844 | 0.9333 | 0.0234 | 0.6000 | | rod | 0.0099 | 0.1000 | 0.0000 | 0.0000 | | stopcock | 0.0162 | 0.2222 | 0.0000 | 0.0000 | | speaker | 0.0093 | 0.4545 | 0.0015 | 0.3182 | | bar | 0.0673 | 0.1333 | 0.0000 | 0.0000 | | jar | 0.0197 | 0.6154 | 0.0174 | 0.3077 | | tissue | 0.0245 | 0.4615 | 0.0007 | 0.0769 | | candle | 0.0060 | 0.2778 | 0.0001 | 0.0556 | | coffee maker | 0.2415 | 0.7241 | 0.1017 | 0.3793 | | beam | 0.0227 | 0.0455 | 0.0000 | 0.0000 | | range hood | 0.3685 | 0.7143 | 0.0357 | 0.2143 | | kettle | 0.0289 | 0.6111 | 0.0065 | 0.3333 | | file | 0.0753 | 0.5294 | 0.0432 | 0.2647 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.3479 | 1.0000 | 0.0023 | 0.1667 | | purse | 0.0007 | 0.6667 | 0.0000 | 0.1667 | | toiletry | 0.0067 | 0.3913 | 0.0001 | 0.0435 | | brush | 0.0466 | 0.3571 | 0.0004 | 0.0714 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.3440 | 0.6667 | 0.3402 | 0.6190 | | soap dish | 0.2100 | 0.6667 | 0.1167 | 0.2000 | | basin | 0.0052 | 0.5882 | 0.0040 | 0.1765 | | dumbbell | 0.0030 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.4244 | 0.9412 | 0.2982 | 0.4118 | | hanger | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | chandelier | 0.2245 | 0.7143 | 0.0553 | 0.1905 | | copier | 0.6401 | 0.9167 | 0.3500 | 0.7500 | | hamper | 0.1704 | 1.0000 | 0.1643 | 0.8182 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0087 | 0.8000 | 0.0005 | 0.1000 | | pan | 0.0103 | 0.4118 | 0.0002 | 0.1176 | | teapot | 0.0182 | 0.8889 | 0.0001 | 0.1111 | | vacuum cleaner | 0.1967 | 0.8571 | 0.1195 | 0.7143 | | hat | 0.0000 | 0.1111 | 0.0000 | 0.0000 | | folder | 0.0179 | 0.7143 | 0.0005 | 0.1429 | | fire extinguisher | 0.0050 | 0.4000 | 0.0000 | 0.0000 | | air conditioner | 0.4021 | 0.6000 | 0.4021 | 0.6000 | | piano | 0.4086 | 0.8000 | 0.4059 | 0.6000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0863 | 0.6471 | 0.0390 | 0.5294 | | scale | 0.1532 | 0.4545 | 0.1097 | 0.2727 | | tray | 0.0053 | 0.5714 | 0.0008 | 0.1429 | | ledge | 0.0100 | 0.3333 | 0.0000 | 0.0000 | | pack | 0.0394 | 0.8000 | 0.0022 | 0.1333 | | machine | 0.1362 | 1.0000 | 0.0813 | 0.5263 | | guitar | 0.2667 | 0.6667 | 0.1319 | 0.2500 | | doorway | 0.0005 | 0.5556 | 0.0000 | 0.0000 | | food | 0.0015 | 0.3636 | 0.0007 | 0.1818 | | excercise equipment | 0.2413 | 0.8000 | 0.0584 | 0.2500 | | furniture | 0.0008 | 0.5000 | 0.0003 | 0.3333 | | sack | 0.3597 | 1.0000 | 0.2590 | 0.7143 | | crate | 0.2222 | 1.0000 | 0.1492 | 0.5714 | | person | 0.0076 | 0.3333 | 0.0000 | 0.0000 | | footstool | 0.0069 | 0.5000 | 0.0069 | 0.5000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0030 | 0.5667 | 0.0012 | 0.1667 | | cart | 0.0417 | 0.7500 | 0.0417 | 0.7500 | | paper cutter | 0.2443 | 0.8333 | 0.0008 | 0.3333 | | roll | 0.2115 | 0.5000 | 0.0000 | 0.0000 | | garbage | 0.0595 | 1.0000 | 0.0348 | 0.6250 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | fruit | 0.1209 | 0.4286 | 0.0245 | 0.2143 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0002 | 1.0000 | 0.0000 | 0.0000 | | soap | 0.0035 | 0.1667 | 0.0035 | 0.1667 | | beanbag | 0.5253 | 1.0000 | 0.5253 | 1.0000 | | umbrella | 0.0007 | 0.4000 | 0.0000 | 0.0000 | | fence | 0.0074 | 0.3333 | 0.0000 | 0.0000 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0803 | 0.6250 | 0.0156 | 0.1250 | | dish rack | 0.0507 | 0.4000 | 0.0507 | 0.4000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.1605 | 0.4444 | 0.0074 | 0.1111 | | sunglasses | 0.0479 | 0.6154 | 0.0003 | 0.0769 | | headphones | 0.0492 | 0.8000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1091 | 0.5130 | 0.0561 | 0.2242 | +---------------------+---------+---------+---------+---------+ 2024/02/27 07:12:43 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0128 | 0.8000 | 0.0012 | 0.2000 | | toaster | 0.0130 | 0.7000 | 0.0043 | 0.4000 | | water cooler | 0.5075 | 1.0000 | 0.5075 | 1.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0014 | 0.2857 | 0.0004 | 0.0714 | | device | 0.0941 | 0.3636 | 0.0910 | 0.1818 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.3215 | 0.8750 | 0.0000 | 0.0000 | | plunger | 0.7281 | 1.0000 | 0.0000 | 0.0000 | | kitchen island | 0.4260 | 0.8571 | 0.4260 | 0.8571 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0370 | 0.2500 | 0.0281 | 0.1667 | | tool | 0.0020 | 0.1667 | 0.0020 | 0.1667 | | partition | 0.0187 | 0.5000 | 0.0000 | 0.0000 | | banister | 0.0006 | 0.6000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0048 | 0.6667 | 0.0023 | 0.3333 | | menu | 0.2587 | 0.5714 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0068 | 0.4286 | 0.0001 | 0.1429 | | projector | 0.0065 | 0.5000 | 0.0027 | 0.5000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0466 | 1.0000 | 0.0237 | 0.6667 | | cube | 0.0556 | 1.0000 | 0.0556 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0008 | 0.3333 | 0.0000 | 0.0000 | | helmets | 0.0009 | 0.6667 | 0.0000 | 0.0000 | | balcony | 0.0015 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.2006 | 0.4000 | 0.2000 | 0.2000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | thermostat | 0.0076 | 0.1667 | 0.0000 | 0.0000 | | bidet | 0.5556 | 0.6667 | 0.3333 | 0.3333 | | candlestick | 0.2976 | 1.0000 | 0.2333 | 1.0000 | | drum | 0.0003 | 0.1250 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.1574 | 0.6667 | 0.0833 | 0.3333 | | tablet | 0.0056 | 0.5000 | 0.0027 | 0.2500 | | garage door | 0.0071 | 0.8333 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.0741 | 0.6667 | 0.0741 | 0.6667 | | jalousie | 0.1009 | 1.0000 | 0.0192 | 0.5000 | | mop | 0.0076 | 0.3333 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0833 | 0.1667 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0235 | 0.4000 | 0.0000 | 0.0000 | | globe | 0.0040 | 1.0000 | 0.0040 | 1.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0238 | 0.3333 | 0.0238 | 0.3333 | | car | 0.0726 | 0.7143 | 0.0000 | 0.0000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0227 | 0.5000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0042 | 0.2500 | 0.0008 | 0.2500 | | salt | 0.8333 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.0833 | 0.5000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5769 | 1.0000 | 0.5769 | 1.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0023 | 1.0000 | 0.0003 | 0.5000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0833 | 0.5000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.4103 | 1.0000 | 0.4103 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.6786 | 1.0000 | 0.6786 | 1.0000 | | coat hanger | 0.0455 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0842 | 0.3694 | 0.0462 | 0.1714 | +----------------+---------+---------+---------+---------+ 2024/02/27 07:12:46 - mmengine - INFO - Epoch(val) [9][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.4021 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.4024 bag_AP_0.25: 0.0836 ball_AP_0.25: 0.3440 banister_AP_0.25: 0.0006 bar_AP_0.25: 0.0673 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0052 basket_AP_0.25: 0.1063 bathtub_AP_0.25: 0.8376 beam_AP_0.25: 0.0227 beanbag_AP_0.25: 0.5253 bed_AP_0.25: 0.8614 bench_AP_0.25: 0.3745 bicycle_AP_0.25: 0.3479 bidet_AP_0.25: 0.5556 bin_AP_0.25: 0.6265 blackboard_AP_0.25: 0.2981 blanket_AP_0.25: 0.2865 blinds_AP_0.25: 0.0217 board_AP_0.25: 0.0503 body loofah_AP_0.25: 0.0023 book_AP_0.25: 0.1775 bottle_AP_0.25: 0.0251 bowl_AP_0.25: 0.0652 box_AP_0.25: 0.1770 bread_AP_0.25: 0.0235 broom_AP_0.25: 0.0014 brush_AP_0.25: 0.0466 bucket_AP_0.25: 0.0472 cabinet_AP_0.25: 0.2693 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0370 candle_AP_0.25: 0.0060 candlestick_AP_0.25: 0.2976 car_AP_0.25: 0.0726 carpet_AP_0.25: 0.0270 cart_AP_0.25: 0.0417 case_AP_0.25: 0.0589 chair_AP_0.25: 0.8463 chandelier_AP_0.25: 0.2245 clock_AP_0.25: 0.0370 clothes_AP_0.25: 0.2133 clothes dryer_AP_0.25: 0.0844 coffee maker_AP_0.25: 0.2415 column_AP_0.25: 0.0166 commode_AP_0.25: 0.2371 computer_AP_0.25: 0.2749 conducting wire_AP_0.25: 0.0000 container_AP_0.25: 0.0061 copier_AP_0.25: 0.6401 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.6528 counter_AP_0.25: 0.1427 countertop_AP_0.25: 0.0403 crate_AP_0.25: 0.2222 crib_AP_0.25: 0.4103 cube_AP_0.25: 0.0556 cup_AP_0.25: 0.0067 curtain_AP_0.25: 0.4234 cushion_AP_0.25: 0.0722 decoration_AP_0.25: 0.0201 desk_AP_0.25: 0.5464 device_AP_0.25: 0.0941 dish rack_AP_0.25: 0.0507 dishwasher_AP_0.25: 0.0087 dispenser_AP_0.25: 0.5400 door_AP_0.25: 0.3703 doorframe_AP_0.25: 0.4017 doorway_AP_0.25: 0.0005 drawer_AP_0.25: 0.0041 dresser_AP_0.25: 0.3144 dumbbell_AP_0.25: 0.0030 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.2413 fan_AP_0.25: 0.4361 faucet_AP_0.25: 0.0490 fence_AP_0.25: 0.0074 file_AP_0.25: 0.0753 fire extinguisher_AP_0.25: 0.0050 fireplace_AP_0.25: 0.2256 flowerpot_AP_0.25: 0.0259 folder_AP_0.25: 0.0179 food_AP_0.25: 0.0015 footstool_AP_0.25: 0.0069 frame_AP_0.25: 0.0201 fruit_AP_0.25: 0.1209 furniture_AP_0.25: 0.0008 garage door_AP_0.25: 0.0071 garbage_AP_0.25: 0.0595 globe_AP_0.25: 0.0040 guitar_AP_0.25: 0.2667 hair dryer_AP_0.25: 0.0000 hamper_AP_0.25: 0.1704 hanger_AP_0.25: 0.0000 hat_AP_0.25: 0.0000 headboard_AP_0.25: 0.0803 headphones_AP_0.25: 0.0492 heater_AP_0.25: 0.3305 helmets_AP_0.25: 0.0009 holder_AP_0.25: 0.1605 jacket_AP_0.25: 0.4918 jalousie_AP_0.25: 0.1009 jar_AP_0.25: 0.0197 kettle_AP_0.25: 0.0289 keyboard_AP_0.25: 0.1754 kitchen island_AP_0.25: 0.4260 kitchenware_AP_0.25: 0.0878 ladder_AP_0.25: 0.0863 lamp_AP_0.25: 0.4262 laptop_AP_0.25: 0.2769 letter_AP_0.25: 0.6786 light_AP_0.25: 0.0430 luggage_AP_0.25: 0.0466 machine_AP_0.25: 0.1362 magazine_AP_0.25: 0.2006 mailbox_AP_0.25: 0.0128 mat_AP_0.25: 0.0012 menu_AP_0.25: 0.2587 microwave_AP_0.25: 0.3510 mirror_AP_0.25: 0.2179 monitor_AP_0.25: 0.6816 mop_AP_0.25: 0.0076 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.1574 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.1606 oven_AP_0.25: 0.2525 pack_AP_0.25: 0.0394 pan_AP_0.25: 0.0103 paper_AP_0.25: 0.0102 paper cutter_AP_0.25: 0.2443 partition_AP_0.25: 0.0187 person_AP_0.25: 0.0076 piano_AP_0.25: 0.4086 picture_AP_0.25: 0.1573 pillar_AP_0.25: 0.3461 pillow_AP_0.25: 0.5456 pipe_AP_0.25: 0.0005 pitcher_AP_0.25: 0.0048 plant_AP_0.25: 0.2983 plate_AP_0.25: 0.0190 player_AP_0.25: 0.0042 plunger_AP_0.25: 0.7281 pool_AP_0.25: 0.0833 pool table_AP_0.25: 0.0238 poster_AP_0.25: 0.0949 pot_AP_0.25: 0.1758 price tag_AP_0.25: 0.0068 printer_AP_0.25: 0.4264 projector_AP_0.25: 0.0065 purse_AP_0.25: 0.0007 rack_AP_0.25: 0.0244 radiator_AP_0.25: 0.3785 radio_AP_0.25: 0.0000 rail_AP_0.25: 0.0263 range hood_AP_0.25: 0.3685 refrigerator_AP_0.25: 0.3693 remote control_AP_0.25: 0.0044 roll_AP_0.25: 0.2115 roof_AP_0.25: 0.0030 sack_AP_0.25: 0.3597 scale_AP_0.25: 0.1532 screen_AP_0.25: 0.0000 sheet_AP_0.25: 0.0000 shelf_AP_0.25: 0.3828 shoe_AP_0.25: 0.1311 shower_AP_0.25: 0.0287 sign_AP_0.25: 0.0043 sink_AP_0.25: 0.7122 soap dish_AP_0.25: 0.2100 soap dispenser_AP_0.25: 0.6269 socket_AP_0.25: 0.0007 speaker_AP_0.25: 0.0093 stairs_AP_0.25: 0.0639 stall_AP_0.25: 0.4244 stand_AP_0.25: 0.6006 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0602 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.2526 stopcock_AP_0.25: 0.0162 stove_AP_0.25: 0.3074 structure_AP_0.25: 0.0000 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0014 table_AP_0.25: 0.5866 tablet_AP_0.25: 0.0056 teapot_AP_0.25: 0.0182 telephone_AP_0.25: 0.0777 tissue_AP_0.25: 0.0245 tissue box_AP_0.25: 0.0105 toaster_AP_0.25: 0.0130 toilet_AP_0.25: 0.8588 toilet paper_AP_0.25: 0.3118 toiletry_AP_0.25: 0.0067 towel_AP_0.25: 0.3129 toy_AP_0.25: 0.0112 tray_AP_0.25: 0.0053 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.3696 umbrella_AP_0.25: 0.0007 vacuum cleaner_AP_0.25: 0.1967 vanity_AP_0.25: 0.6002 vase_AP_0.25: 0.0405 wardrobe_AP_0.25: 0.2419 washbasin_AP_0.25: 0.0246 washing machine_AP_0.25: 0.3235 water cooler_AP_0.25: 0.5075 water heater_AP_0.25: 0.5769 window_AP_0.25: 0.2354 window frame_AP_0.25: 0.0564 windowsill_AP_0.25: 0.0828 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0015 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0455 coil_AP_0.25: 0.0833 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.3215 humidifier_AP_0.25: 0.0833 ledge_AP_0.25: 0.0100 salt_AP_0.25: 0.8333 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0020 arch_AP_0.25: 0.0030 glove_AP_0.25: 0.0741 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0003 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0000 vent_AP_0.25: 0.0001 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0000 pad_AP_0.25: 0.0008 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0099 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.0227 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0479 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0035 seasoning_AP_0.25: 0.0000 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0000 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0002 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0076 mAP_0.25: 0.1475 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.6000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8548 bag_rec_0.25: 0.7584 ball_rec_0.25: 0.6667 banister_rec_0.25: 0.6000 bar_rec_0.25: 0.1333 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.5882 basket_rec_0.25: 0.7217 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.0455 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9467 bench_rec_0.25: 0.8491 bicycle_rec_0.25: 1.0000 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.9150 blackboard_rec_0.25: 0.8077 blanket_rec_0.25: 0.8500 blinds_rec_0.25: 0.5800 board_rec_0.25: 0.7903 body loofah_rec_0.25: 1.0000 book_rec_0.25: 0.5035 bottle_rec_0.25: 0.3036 bowl_rec_0.25: 0.5217 box_rec_0.25: 0.6171 bread_rec_0.25: 0.4000 broom_rec_0.25: 0.2857 brush_rec_0.25: 0.3571 bucket_rec_0.25: 0.8205 cabinet_rec_0.25: 0.8764 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.2500 candle_rec_0.25: 0.2778 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.7143 carpet_rec_0.25: 0.1786 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4294 chair_rec_0.25: 0.9320 chandelier_rec_0.25: 0.7143 clock_rec_0.25: 0.3830 clothes_rec_0.25: 0.7229 clothes dryer_rec_0.25: 0.9333 coffee maker_rec_0.25: 0.7241 column_rec_0.25: 0.5789 commode_rec_0.25: 0.9423 computer_rec_0.25: 0.8136 conducting wire_rec_0.25: 0.0000 container_rec_0.25: 0.5593 copier_rec_0.25: 0.9167 cosmetics_rec_0.25: 0.0000 couch_rec_0.25: 0.9050 counter_rec_0.25: 0.6330 countertop_rec_0.25: 0.5357 crate_rec_0.25: 1.0000 crib_rec_0.25: 1.0000 cube_rec_0.25: 1.0000 cup_rec_0.25: 0.1949 curtain_rec_0.25: 0.8645 cushion_rec_0.25: 0.7451 decoration_rec_0.25: 0.5214 desk_rec_0.25: 0.9148 device_rec_0.25: 0.3636 dish rack_rec_0.25: 0.4000 dishwasher_rec_0.25: 0.8000 dispenser_rec_0.25: 0.8409 door_rec_0.25: 0.8325 doorframe_rec_0.25: 0.8996 doorway_rec_0.25: 0.5556 drawer_rec_0.25: 0.8333 dresser_rec_0.25: 0.9259 dumbbell_rec_0.25: 0.3333 dvd_rec_0.25: 0.0000 excercise equipment_rec_0.25: 0.8000 fan_rec_0.25: 0.8281 faucet_rec_0.25: 0.3191 fence_rec_0.25: 0.3333 file_rec_0.25: 0.5294 fire extinguisher_rec_0.25: 0.4000 fireplace_rec_0.25: 0.6786 flowerpot_rec_0.25: 0.5098 folder_rec_0.25: 0.7143 food_rec_0.25: 0.3636 footstool_rec_0.25: 0.5000 frame_rec_0.25: 0.3673 fruit_rec_0.25: 0.4286 furniture_rec_0.25: 0.5000 garage door_rec_0.25: 0.8333 garbage_rec_0.25: 1.0000 globe_rec_0.25: 1.0000 guitar_rec_0.25: 0.6667 hair dryer_rec_0.25: 0.0000 hamper_rec_0.25: 1.0000 hanger_rec_0.25: 0.0000 hat_rec_0.25: 0.1111 headboard_rec_0.25: 0.6250 headphones_rec_0.25: 0.8000 heater_rec_0.25: 0.8448 helmets_rec_0.25: 0.6667 holder_rec_0.25: 0.4444 jacket_rec_0.25: 0.9583 jalousie_rec_0.25: 1.0000 jar_rec_0.25: 0.6154 kettle_rec_0.25: 0.6111 keyboard_rec_0.25: 0.3171 kitchen island_rec_0.25: 0.8571 kitchenware_rec_0.25: 0.5217 ladder_rec_0.25: 0.6471 lamp_rec_0.25: 0.6866 laptop_rec_0.25: 0.6522 letter_rec_0.25: 1.0000 light_rec_0.25: 0.2735 luggage_rec_0.25: 1.0000 machine_rec_0.25: 1.0000 magazine_rec_0.25: 0.4000 mailbox_rec_0.25: 0.8000 mat_rec_0.25: 0.1622 menu_rec_0.25: 0.5714 microwave_rec_0.25: 0.7755 mirror_rec_0.25: 0.7845 monitor_rec_0.25: 0.8814 mop_rec_0.25: 0.3333 mouse_rec_0.25: 0.0000 napkins_rec_0.25: 0.6667 notebook_rec_0.25: 0.0000 ottoman_rec_0.25: 0.8611 oven_rec_0.25: 0.7500 pack_rec_0.25: 0.8000 pan_rec_0.25: 0.4118 paper_rec_0.25: 0.1343 paper cutter_rec_0.25: 0.8333 partition_rec_0.25: 0.5000 person_rec_0.25: 0.3333 piano_rec_0.25: 0.8000 picture_rec_0.25: 0.4119 pillar_rec_0.25: 0.7674 pillow_rec_0.25: 0.8633 pipe_rec_0.25: 0.3077 pitcher_rec_0.25: 0.6667 plant_rec_0.25: 0.7875 plate_rec_0.25: 0.4231 player_rec_0.25: 0.2500 plunger_rec_0.25: 1.0000 pool_rec_0.25: 0.5000 pool table_rec_0.25: 0.3333 poster_rec_0.25: 0.1364 pot_rec_0.25: 0.6667 price tag_rec_0.25: 0.4286 printer_rec_0.25: 0.8776 projector_rec_0.25: 0.5000 purse_rec_0.25: 0.6667 rack_rec_0.25: 0.7308 radiator_rec_0.25: 0.8750 radio_rec_0.25: 0.0000 rail_rec_0.25: 0.6094 range hood_rec_0.25: 0.7143 refrigerator_rec_0.25: 0.8600 remote control_rec_0.25: 0.0714 roll_rec_0.25: 0.5000 roof_rec_0.25: 0.4167 sack_rec_0.25: 1.0000 scale_rec_0.25: 0.4545 screen_rec_0.25: 0.2000 sheet_rec_0.25: 0.0000 shelf_rec_0.25: 0.7878 shoe_rec_0.25: 0.4112 shower_rec_0.25: 0.4333 sign_rec_0.25: 0.3333 sink_rec_0.25: 0.9125 soap dish_rec_0.25: 0.6667 soap dispenser_rec_0.25: 0.8889 socket_rec_0.25: 0.0138 speaker_rec_0.25: 0.4545 stairs_rec_0.25: 0.4722 stall_rec_0.25: 0.9412 stand_rec_0.25: 0.8963 stapler_rec_0.25: 0.0000 statue_rec_0.25: 0.6842 stick_rec_0.25: 0.0000 stool_rec_0.25: 0.8319 stopcock_rec_0.25: 0.2222 stove_rec_0.25: 0.8056 structure_rec_0.25: 0.0000 support_rec_0.25: 0.0000 switch_rec_0.25: 0.0458 table_rec_0.25: 0.8913 tablet_rec_0.25: 0.5000 teapot_rec_0.25: 0.8889 telephone_rec_0.25: 0.4167 tissue_rec_0.25: 0.4615 tissue box_rec_0.25: 0.6250 toaster_rec_0.25: 0.7000 toilet_rec_0.25: 0.8806 toilet paper_rec_0.25: 0.6371 toiletry_rec_0.25: 0.3913 towel_rec_0.25: 0.6463 toy_rec_0.25: 0.4848 tray_rec_0.25: 0.5714 treadmill_rec_0.25: 0.0000 tube_rec_0.25: 0.0000 tv_rec_0.25: 0.8218 umbrella_rec_0.25: 0.4000 vacuum cleaner_rec_0.25: 0.8571 vanity_rec_0.25: 0.9286 vase_rec_0.25: 0.5800 wardrobe_rec_0.25: 0.8675 washbasin_rec_0.25: 0.4667 washing machine_rec_0.25: 0.9643 water cooler_rec_0.25: 1.0000 water heater_rec_0.25: 1.0000 window_rec_0.25: 0.7485 window frame_rec_0.25: 0.7576 windowsill_rec_0.25: 0.6087 wrap_rec_0.25: 0.0000 balcony_rec_0.25: 1.0000 baseboard_rec_0.25: 0.0000 coat hanger_rec_0.25: 1.0000 coil_rec_0.25: 0.1667 glass_rec_0.25: 0.0000 grab bar_rec_0.25: 0.8750 humidifier_rec_0.25: 0.5000 ledge_rec_0.25: 0.3333 salt_rec_0.25: 1.0000 shampoo_rec_0.25: 0.0000 tool_rec_0.25: 0.1667 arch_rec_0.25: 0.5667 glove_rec_0.25: 0.6667 wire_rec_0.25: 0.0000 drum_rec_0.25: 0.1250 mattress_rec_0.25: 0.0000 plug_rec_0.25: 0.0000 vent_rec_0.25: 0.0417 eraser_rec_0.25: 0.0000 map_rec_0.25: 0.0000 pad_rec_0.25: 0.3333 wood_rec_0.25: 0.0000 trophy_rec_0.25: 0.0000 pen_rec_0.25: 0.0000 rod_rec_0.25: 0.1000 wine_rec_0.25: 0.0000 grass_rec_0.25: 0.0000 handle_rec_0.25: 0.0000 flush_rec_0.25: 0.5000 scissors_rec_0.25: 0.0000 sunglasses_rec_0.25: 0.6154 duct_rec_0.25: 0.0000 knife_rec_0.25: 0.0000 sponge_rec_0.25: 0.0000 toothbrush_rec_0.25: 0.0000 toothpaste_rec_0.25: 0.0000 soap_rec_0.25: 0.1667 seasoning_rec_0.25: 0.0000 spoon_rec_0.25: 0.0000 alarm_rec_0.25: 0.0000 cap_rec_0.25: 0.0000 door knob_rec_0.25: 0.0000 label_rec_0.25: 0.0000 hook_rec_0.25: 0.0000 molding_rec_0.25: 1.0000 shovel_rec_0.25: 0.0000 thermostat_rec_0.25: 0.1667 mAR_0.25: 0.5163 adhesive tape_AP_0.50: 0.0000 air conditioner_AP_0.50: 0.4021 album_AP_0.50: 0.0000 backpack_AP_0.50: 0.2290 bag_AP_0.50: 0.0333 ball_AP_0.50: 0.3402 banister_AP_0.50: 0.0000 bar_AP_0.50: 0.0000 barricade_AP_0.50: 0.0000 basin_AP_0.50: 0.0040 basket_AP_0.50: 0.0564 bathtub_AP_0.50: 0.7673 beam_AP_0.50: 0.0000 beanbag_AP_0.50: 0.5253 bed_AP_0.50: 0.6325 bench_AP_0.50: 0.2399 bicycle_AP_0.50: 0.0023 bidet_AP_0.50: 0.3333 bin_AP_0.50: 0.4747 blackboard_AP_0.50: 0.0723 blanket_AP_0.50: 0.0140 blinds_AP_0.50: 0.0035 board_AP_0.50: 0.0155 body loofah_AP_0.50: 0.0003 book_AP_0.50: 0.0483 bottle_AP_0.50: 0.0030 bowl_AP_0.50: 0.0135 box_AP_0.50: 0.0725 bread_AP_0.50: 0.0000 broom_AP_0.50: 0.0004 brush_AP_0.50: 0.0004 bucket_AP_0.50: 0.0260 cabinet_AP_0.50: 0.1477 calendar_AP_0.50: 0.0000 can_AP_0.50: 0.0281 candle_AP_0.50: 0.0001 candlestick_AP_0.50: 0.2333 car_AP_0.50: 0.0000 carpet_AP_0.50: 0.0002 cart_AP_0.50: 0.0417 case_AP_0.50: 0.0318 chair_AP_0.50: 0.7132 chandelier_AP_0.50: 0.0553 clock_AP_0.50: 0.0084 clothes_AP_0.50: 0.0695 clothes dryer_AP_0.50: 0.0234 coffee maker_AP_0.50: 0.1017 column_AP_0.50: 0.0011 commode_AP_0.50: 0.2238 computer_AP_0.50: 0.0509 conducting wire_AP_0.50: 0.0000 container_AP_0.50: 0.0015 copier_AP_0.50: 0.3500 cosmetics_AP_0.50: 0.0000 couch_AP_0.50: 0.5425 counter_AP_0.50: 0.0094 countertop_AP_0.50: 0.0179 crate_AP_0.50: 0.1492 crib_AP_0.50: 0.4103 cube_AP_0.50: 0.0556 cup_AP_0.50: 0.0000 curtain_AP_0.50: 0.0518 cushion_AP_0.50: 0.0311 decoration_AP_0.50: 0.0025 desk_AP_0.50: 0.4255 device_AP_0.50: 0.0910 dish rack_AP_0.50: 0.0507 dishwasher_AP_0.50: 0.0005 dispenser_AP_0.50: 0.3429 door_AP_0.50: 0.0448 doorframe_AP_0.50: 0.1643 doorway_AP_0.50: 0.0000 drawer_AP_0.50: 0.0017 dresser_AP_0.50: 0.2801 dumbbell_AP_0.50: 0.0000 dvd_AP_0.50: 0.0000 excercise equipment_AP_0.50: 0.0584 fan_AP_0.50: 0.0110 faucet_AP_0.50: 0.0006 fence_AP_0.50: 0.0000 file_AP_0.50: 0.0432 fire extinguisher_AP_0.50: 0.0000 fireplace_AP_0.50: 0.0596 flowerpot_AP_0.50: 0.0145 folder_AP_0.50: 0.0005 food_AP_0.50: 0.0007 footstool_AP_0.50: 0.0069 frame_AP_0.50: 0.0016 fruit_AP_0.50: 0.0245 furniture_AP_0.50: 0.0003 garage door_AP_0.50: 0.0000 garbage_AP_0.50: 0.0348 globe_AP_0.50: 0.0040 guitar_AP_0.50: 0.1319 hair dryer_AP_0.50: 0.0000 hamper_AP_0.50: 0.1643 hanger_AP_0.50: 0.0000 hat_AP_0.50: 0.0000 headboard_AP_0.50: 0.0156 headphones_AP_0.50: 0.0000 heater_AP_0.50: 0.1138 helmets_AP_0.50: 0.0000 holder_AP_0.50: 0.0074 jacket_AP_0.50: 0.2439 jalousie_AP_0.50: 0.0192 jar_AP_0.50: 0.0174 kettle_AP_0.50: 0.0065 keyboard_AP_0.50: 0.0000 kitchen island_AP_0.50: 0.4260 kitchenware_AP_0.50: 0.0047 ladder_AP_0.50: 0.0390 lamp_AP_0.50: 0.2057 laptop_AP_0.50: 0.0851 letter_AP_0.50: 0.6786 light_AP_0.50: 0.0057 luggage_AP_0.50: 0.0237 machine_AP_0.50: 0.0813 magazine_AP_0.50: 0.2000 mailbox_AP_0.50: 0.0012 mat_AP_0.50: 0.0000 menu_AP_0.50: 0.0000 microwave_AP_0.50: 0.2747 mirror_AP_0.50: 0.0219 monitor_AP_0.50: 0.1655 mop_AP_0.50: 0.0000 mouse_AP_0.50: 0.0000 napkins_AP_0.50: 0.0833 notebook_AP_0.50: 0.0000 ottoman_AP_0.50: 0.1339 oven_AP_0.50: 0.0701 pack_AP_0.50: 0.0022 pan_AP_0.50: 0.0002 paper_AP_0.50: 0.0013 paper cutter_AP_0.50: 0.0008 partition_AP_0.50: 0.0000 person_AP_0.50: 0.0000 piano_AP_0.50: 0.4059 picture_AP_0.50: 0.0208 pillar_AP_0.50: 0.2347 pillow_AP_0.50: 0.1625 pipe_AP_0.50: 0.0001 pitcher_AP_0.50: 0.0023 plant_AP_0.50: 0.0846 plate_AP_0.50: 0.0026 player_AP_0.50: 0.0008 plunger_AP_0.50: 0.0000 pool_AP_0.50: 0.0000 pool table_AP_0.50: 0.0238 poster_AP_0.50: 0.0119 pot_AP_0.50: 0.1219 price tag_AP_0.50: 0.0001 printer_AP_0.50: 0.3537 projector_AP_0.50: 0.0027 purse_AP_0.50: 0.0000 rack_AP_0.50: 0.0135 radiator_AP_0.50: 0.1248 radio_AP_0.50: 0.0000 rail_AP_0.50: 0.0007 range hood_AP_0.50: 0.0357 refrigerator_AP_0.50: 0.2966 remote control_AP_0.50: 0.0000 roll_AP_0.50: 0.0000 roof_AP_0.50: 0.0008 sack_AP_0.50: 0.2590 scale_AP_0.50: 0.1097 screen_AP_0.50: 0.0000 sheet_AP_0.50: 0.0000 shelf_AP_0.50: 0.1647 shoe_AP_0.50: 0.0256 shower_AP_0.50: 0.0108 sign_AP_0.50: 0.0019 sink_AP_0.50: 0.3465 soap dish_AP_0.50: 0.1167 soap dispenser_AP_0.50: 0.3811 socket_AP_0.50: 0.0000 speaker_AP_0.50: 0.0015 stairs_AP_0.50: 0.0172 stall_AP_0.50: 0.2982 stand_AP_0.50: 0.4974 stapler_AP_0.50: 0.0000 statue_AP_0.50: 0.0086 stick_AP_0.50: 0.0000 stool_AP_0.50: 0.2127 stopcock_AP_0.50: 0.0000 stove_AP_0.50: 0.1954 structure_AP_0.50: 0.0000 support_AP_0.50: 0.0000 switch_AP_0.50: 0.0000 table_AP_0.50: 0.5108 tablet_AP_0.50: 0.0027 teapot_AP_0.50: 0.0001 telephone_AP_0.50: 0.0495 tissue_AP_0.50: 0.0007 tissue box_AP_0.50: 0.0036 toaster_AP_0.50: 0.0043 toilet_AP_0.50: 0.8097 toilet paper_AP_0.50: 0.0596 toiletry_AP_0.50: 0.0001 towel_AP_0.50: 0.1311 toy_AP_0.50: 0.0033 tray_AP_0.50: 0.0008 treadmill_AP_0.50: 0.0000 tube_AP_0.50: 0.0000 tv_AP_0.50: 0.1120 umbrella_AP_0.50: 0.0000 vacuum cleaner_AP_0.50: 0.1195 vanity_AP_0.50: 0.3063 vase_AP_0.50: 0.0126 wardrobe_AP_0.50: 0.1409 washbasin_AP_0.50: 0.0227 washing machine_AP_0.50: 0.2747 water cooler_AP_0.50: 0.5075 water heater_AP_0.50: 0.5769 window_AP_0.50: 0.0297 window frame_AP_0.50: 0.0115 windowsill_AP_0.50: 0.0009 wrap_AP_0.50: 0.0000 balcony_AP_0.50: 0.0000 baseboard_AP_0.50: 0.0000 coat hanger_AP_0.50: 0.0000 coil_AP_0.50: 0.0000 glass_AP_0.50: 0.0000 grab bar_AP_0.50: 0.0000 humidifier_AP_0.50: 0.0000 ledge_AP_0.50: 0.0000 salt_AP_0.50: 0.0000 shampoo_AP_0.50: 0.0000 tool_AP_0.50: 0.0020 arch_AP_0.50: 0.0012 glove_AP_0.50: 0.0741 wire_AP_0.50: 0.0000 drum_AP_0.50: 0.0000 mattress_AP_0.50: 0.0000 plug_AP_0.50: 0.0000 vent_AP_0.50: 0.0000 eraser_AP_0.50: 0.0000 map_AP_0.50: 0.0000 pad_AP_0.50: 0.0000 wood_AP_0.50: 0.0000 trophy_AP_0.50: 0.0000 pen_AP_0.50: 0.0000 rod_AP_0.50: 0.0000 wine_AP_0.50: 0.0000 grass_AP_0.50: 0.0000 handle_AP_0.50: 0.0000 flush_AP_0.50: 0.0000 scissors_AP_0.50: 0.0000 sunglasses_AP_0.50: 0.0003 duct_AP_0.50: 0.0000 knife_AP_0.50: 0.0000 sponge_AP_0.50: 0.0000 toothbrush_AP_0.50: 0.0000 toothpaste_AP_0.50: 0.0000 soap_AP_0.50: 0.0035 seasoning_AP_0.50: 0.0000 spoon_AP_0.50: 0.0000 alarm_AP_0.50: 0.0000 cap_AP_0.50: 0.0000 door knob_AP_0.50: 0.0000 label_AP_0.50: 0.0000 hook_AP_0.50: 0.0000 molding_AP_0.50: 0.0000 shovel_AP_0.50: 0.0000 thermostat_AP_0.50: 0.0000 mAP_0.50: 0.0791 adhesive tape_rec_0.50: 0.0000 air conditioner_rec_0.50: 0.6000 album_rec_0.50: 0.0000 backpack_rec_0.50: 0.6129 bag_rec_0.50: 0.4045 ball_rec_0.50: 0.6190 banister_rec_0.50: 0.0000 bar_rec_0.50: 0.0000 barricade_rec_0.50: 0.0000 basin_rec_0.50: 0.1765 basket_rec_0.50: 0.4174 bathtub_rec_0.50: 0.8154 beam_rec_0.50: 0.0000 beanbag_rec_0.50: 1.0000 bed_rec_0.50: 0.7515 bench_rec_0.50: 0.5849 bicycle_rec_0.50: 0.1667 bidet_rec_0.50: 0.3333 bin_rec_0.50: 0.7394 blackboard_rec_0.50: 0.2692 blanket_rec_0.50: 0.2400 blinds_rec_0.50: 0.2400 board_rec_0.50: 0.3548 body loofah_rec_0.50: 0.5000 book_rec_0.50: 0.1692 bottle_rec_0.50: 0.0836 bowl_rec_0.50: 0.1594 box_rec_0.50: 0.3118 bread_rec_0.50: 0.0000 broom_rec_0.50: 0.0714 brush_rec_0.50: 0.0714 bucket_rec_0.50: 0.5641 cabinet_rec_0.50: 0.5653 calendar_rec_0.50: 0.0000 can_rec_0.50: 0.1667 candle_rec_0.50: 0.0556 candlestick_rec_0.50: 1.0000 car_rec_0.50: 0.0000 carpet_rec_0.50: 0.0119 cart_rec_0.50: 0.7500 case_rec_0.50: 0.1582 chair_rec_0.50: 0.8248 chandelier_rec_0.50: 0.1905 clock_rec_0.50: 0.1489 clothes_rec_0.50: 0.3217 clothes dryer_rec_0.50: 0.6000 coffee maker_rec_0.50: 0.3793 column_rec_0.50: 0.2368 commode_rec_0.50: 0.8269 computer_rec_0.50: 0.3390 conducting wire_rec_0.50: 0.0000 container_rec_0.50: 0.2881 copier_rec_0.50: 0.7500 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.7727 counter_rec_0.50: 0.1284 countertop_rec_0.50: 0.0357 crate_rec_0.50: 0.5714 crib_rec_0.50: 1.0000 cube_rec_0.50: 1.0000 cup_rec_0.50: 0.0254 curtain_rec_0.50: 0.4187 cushion_rec_0.50: 0.2941 decoration_rec_0.50: 0.1429 desk_rec_0.50: 0.7614 device_rec_0.50: 0.1818 dish rack_rec_0.50: 0.4000 dishwasher_rec_0.50: 0.1000 dispenser_rec_0.50: 0.5455 door_rec_0.50: 0.3411 doorframe_rec_0.50: 0.5827 doorway_rec_0.50: 0.0000 drawer_rec_0.50: 0.5556 dresser_rec_0.50: 0.8519 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.2500 fan_rec_0.50: 0.2500 faucet_rec_0.50: 0.0638 fence_rec_0.50: 0.0000 file_rec_0.50: 0.2647 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.1786 flowerpot_rec_0.50: 0.2549 folder_rec_0.50: 0.1429 food_rec_0.50: 0.1818 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.0816 fruit_rec_0.50: 0.2143 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.0000 garbage_rec_0.50: 0.6250 globe_rec_0.50: 1.0000 guitar_rec_0.50: 0.2500 hair dryer_rec_0.50: 0.0000 hamper_rec_0.50: 0.8182 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.0000 headboard_rec_0.50: 0.1250 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.5517 helmets_rec_0.50: 0.0000 holder_rec_0.50: 0.1111 jacket_rec_0.50: 0.4583 jalousie_rec_0.50: 0.5000 jar_rec_0.50: 0.3077 kettle_rec_0.50: 0.3333 keyboard_rec_0.50: 0.0122 kitchen island_rec_0.50: 0.8571 kitchenware_rec_0.50: 0.0652 ladder_rec_0.50: 0.5294 lamp_rec_0.50: 0.3761 laptop_rec_0.50: 0.3478 letter_rec_0.50: 1.0000 light_rec_0.50: 0.0769 luggage_rec_0.50: 0.6667 machine_rec_0.50: 0.5263 magazine_rec_0.50: 0.2000 mailbox_rec_0.50: 0.2000 mat_rec_0.50: 0.0000 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.6531 mirror_rec_0.50: 0.2099 monitor_rec_0.50: 0.5537 mop_rec_0.50: 0.0000 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.3333 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.7500 oven_rec_0.50: 0.3214 pack_rec_0.50: 0.1333 pan_rec_0.50: 0.1176 paper_rec_0.50: 0.0448 paper cutter_rec_0.50: 0.3333 partition_rec_0.50: 0.0000 person_rec_0.50: 0.0000 piano_rec_0.50: 0.6000 picture_rec_0.50: 0.1059 pillar_rec_0.50: 0.4186 pillow_rec_0.50: 0.4170 pipe_rec_0.50: 0.0769 pitcher_rec_0.50: 0.3333 plant_rec_0.50: 0.3487 plate_rec_0.50: 0.1154 player_rec_0.50: 0.2500 plunger_rec_0.50: 0.0000 pool_rec_0.50: 0.0000 pool table_rec_0.50: 0.3333 poster_rec_0.50: 0.0455 pot_rec_0.50: 0.4444 price tag_rec_0.50: 0.1429 printer_rec_0.50: 0.7143 projector_rec_0.50: 0.5000 purse_rec_0.50: 0.1667 rack_rec_0.50: 0.4038 radiator_rec_0.50: 0.4432 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0312 range hood_rec_0.50: 0.2143 refrigerator_rec_0.50: 0.6800 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.0000 roof_rec_0.50: 0.0833 sack_rec_0.50: 0.7143 scale_rec_0.50: 0.2727 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.4281 shoe_rec_0.50: 0.1402 shower_rec_0.50: 0.2333 sign_rec_0.50: 0.1333 sink_rec_0.50: 0.5375 soap dish_rec_0.50: 0.2000 soap dispenser_rec_0.50: 0.5185 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.3182 stairs_rec_0.50: 0.0833 stall_rec_0.50: 0.4118 stand_rec_0.50: 0.7805 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.3158 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.6387 stopcock_rec_0.50: 0.0000 stove_rec_0.50: 0.3333 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.7764 tablet_rec_0.50: 0.2500 teapot_rec_0.50: 0.1111 telephone_rec_0.50: 0.1500 tissue_rec_0.50: 0.0769 tissue box_rec_0.50: 0.2812 toaster_rec_0.50: 0.4000 toilet_rec_0.50: 0.8433 toilet paper_rec_0.50: 0.1935 toiletry_rec_0.50: 0.0435 towel_rec_0.50: 0.2993 toy_rec_0.50: 0.1364 tray_rec_0.50: 0.1429 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.3960 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.7143 vanity_rec_0.50: 0.7143 vase_rec_0.50: 0.2800 wardrobe_rec_0.50: 0.6506 washbasin_rec_0.50: 0.2667 washing machine_rec_0.50: 0.6429 water cooler_rec_0.50: 1.0000 water heater_rec_0.50: 1.0000 window_rec_0.50: 0.2303 window frame_rec_0.50: 0.2626 windowsill_rec_0.50: 0.1087 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.0000 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.0000 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.1667 arch_rec_0.50: 0.1667 glove_rec_0.50: 0.6667 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.0769 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.1667 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.2531 data_time: 5.5805 time: 5.9427 2024/02/27 07:15:55 - mmengine - INFO - Epoch(train) [10][ 50/973] lr: 1.0000e-04 eta: 2:51:13 time: 3.7903 data_time: 0.4024 memory: 17230 grad_norm: 0.2626 loss: 1.3815 loss_center: 0.6558 loss_bbox: 0.2731 loss_cls: 0.4526 2024/02/27 07:19:01 - mmengine - INFO - Epoch(train) [10][100/973] lr: 1.0000e-04 eta: 2:48:16 time: 3.7192 data_time: 0.3115 memory: 18453 grad_norm: 0.2682 loss: 1.3311 loss_center: 0.6047 loss_bbox: 0.2808 loss_cls: 0.4456 2024/02/27 07:22:04 - mmengine - INFO - Epoch(train) [10][150/973] lr: 1.0000e-04 eta: 2:45:18 time: 3.6453 data_time: 0.1722 memory: 17234 grad_norm: 0.2604 loss: 1.4369 loss_center: 0.6303 loss_bbox: 0.3436 loss_cls: 0.4630 2024/02/27 07:25:01 - mmengine - INFO - Epoch(train) [10][200/973] lr: 1.0000e-04 eta: 2:42:19 time: 3.5490 data_time: 0.3898 memory: 15543 grad_norm: 0.2796 loss: 1.4223 loss_center: 0.6586 loss_bbox: 0.2785 loss_cls: 0.4852 2024/02/27 07:27:42 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 07:28:13 - mmengine - INFO - Epoch(train) [10][250/973] lr: 1.0000e-04 eta: 2:39:23 time: 3.8391 data_time: 0.1349 memory: 16932 grad_norm: 0.7590 loss: 1.4820 loss_center: 0.6954 loss_bbox: 0.2804 loss_cls: 0.5062 2024/02/27 07:30:55 - mmengine - INFO - Epoch(train) [10][300/973] lr: 1.0000e-04 eta: 2:36:19 time: 3.2464 data_time: 0.3329 memory: 14881 grad_norm: 0.2648 loss: 1.3974 loss_center: 0.6582 loss_bbox: 0.2613 loss_cls: 0.4780 2024/02/27 07:34:00 - mmengine - INFO - Epoch(train) [10][350/973] lr: 1.0000e-04 eta: 2:33:22 time: 3.6866 data_time: 0.2539 memory: 17630 grad_norm: 0.2736 loss: 1.3498 loss_center: 0.6146 loss_bbox: 0.2876 loss_cls: 0.4476 2024/02/27 07:36:57 - mmengine - INFO - Epoch(train) [10][400/973] lr: 1.0000e-04 eta: 2:30:22 time: 3.5435 data_time: 0.1501 memory: 16718 grad_norm: 0.2856 loss: 1.3454 loss_center: 0.6340 loss_bbox: 0.2749 loss_cls: 0.4365 2024/02/27 07:39:46 - mmengine - INFO - Epoch(train) [10][450/973] lr: 1.0000e-04 eta: 2:27:20 time: 3.3904 data_time: 0.2125 memory: 17494 grad_norm: 0.2608 loss: 1.3898 loss_center: 0.6426 loss_bbox: 0.2728 loss_cls: 0.4744 2024/02/27 07:42:43 - mmengine - INFO - Epoch(train) [10][500/973] lr: 1.0000e-04 eta: 2:24:21 time: 3.5352 data_time: 0.3041 memory: 16583 grad_norm: 0.2940 loss: 1.3257 loss_center: 0.6118 loss_bbox: 0.2711 loss_cls: 0.4427 2024/02/27 07:45:43 - mmengine - INFO - Epoch(train) [10][550/973] lr: 1.0000e-04 eta: 2:21:22 time: 3.5964 data_time: 0.3755 memory: 16063 grad_norm: 0.2558 loss: 1.3964 loss_center: 0.6425 loss_bbox: 0.2793 loss_cls: 0.4745 2024/02/27 07:48:35 - mmengine - INFO - Epoch(train) [10][600/973] lr: 1.0000e-04 eta: 2:18:21 time: 3.4384 data_time: 0.1062 memory: 17250 grad_norm: 0.2715 loss: 1.3003 loss_center: 0.5686 loss_bbox: 0.3131 loss_cls: 0.4186 2024/02/27 07:51:42 - mmengine - INFO - Epoch(train) [10][650/973] lr: 1.0000e-04 eta: 2:15:24 time: 3.7342 data_time: 0.6620 memory: 17093 grad_norm: 0.2938 loss: 1.3498 loss_center: 0.6362 loss_bbox: 0.2813 loss_cls: 0.4323 2024/02/27 07:54:46 - mmengine - INFO - Epoch(train) [10][700/973] lr: 1.0000e-04 eta: 2:12:26 time: 3.6920 data_time: 0.2559 memory: 17226 grad_norm: 0.2706 loss: 1.4429 loss_center: 0.6570 loss_bbox: 0.3155 loss_cls: 0.4704 2024/02/27 07:57:42 - mmengine - INFO - Epoch(train) [10][750/973] lr: 1.0000e-04 eta: 2:09:27 time: 3.5244 data_time: 0.3511 memory: 17256 grad_norm: 0.2852 loss: 1.3666 loss_center: 0.6423 loss_bbox: 0.2779 loss_cls: 0.4464 2024/02/27 08:00:34 - mmengine - INFO - Epoch(train) [10][800/973] lr: 1.0000e-04 eta: 2:06:26 time: 3.4377 data_time: 0.2042 memory: 17114 grad_norm: 0.2661 loss: 1.3228 loss_center: 0.6176 loss_bbox: 0.2738 loss_cls: 0.4314 2024/02/27 08:03:46 - mmengine - INFO - Epoch(train) [10][850/973] lr: 1.0000e-04 eta: 2:03:30 time: 3.8271 data_time: 0.6209 memory: 16280 grad_norm: 0.2541 loss: 1.4374 loss_center: 0.6870 loss_bbox: 0.2604 loss_cls: 0.4900 2024/02/27 08:06:50 - mmengine - INFO - Epoch(train) [10][900/973] lr: 1.0000e-04 eta: 2:00:32 time: 3.6792 data_time: 0.9513 memory: 15890 grad_norm: 0.3124 loss: 1.3524 loss_center: 0.6184 loss_bbox: 0.2794 loss_cls: 0.4545 2024/02/27 08:09:36 - mmengine - INFO - Epoch(train) [10][950/973] lr: 1.0000e-04 eta: 1:57:30 time: 3.3241 data_time: 0.0999 memory: 18822 grad_norm: 0.2905 loss: 1.3582 loss_center: 0.6340 loss_bbox: 0.2730 loss_cls: 0.4511 2024/02/27 08:10:50 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 08:10:50 - mmengine - INFO - Saving checkpoint at 10 epochs 2024/02/27 08:13:01 - mmengine - INFO - Epoch(val) [10][ 50/103] eta: 0:02:10 time: 2.4564 data_time: 2.1113 memory: 17018 2024/02/27 08:20:33 - mmengine - INFO - Epoch(val) [10][100/103] eta: 0:00:17 time: 9.0391 data_time: 8.6765 memory: 4432 2024/02/27 08:25:10 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.4020 | 0.6000 | 0.4020 | 0.6000 | | backpack | 0.3888 | 0.8710 | 0.2138 | 0.6290 | | bag | 0.0856 | 0.7865 | 0.0292 | 0.3876 | | ball | 0.2725 | 0.6667 | 0.2146 | 0.4762 | | banister | 0.0057 | 0.6000 | 0.0000 | 0.0000 | | bar | 0.0576 | 0.2333 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0106 | 0.4706 | 0.0099 | 0.1176 | | basket | 0.1298 | 0.7130 | 0.0783 | 0.4348 | | bathtub | 0.8478 | 0.8769 | 0.7572 | 0.8000 | | beam | 0.0114 | 0.1364 | 0.0000 | 0.0000 | | bed | 0.8691 | 0.9467 | 0.6561 | 0.7633 | | bench | 0.3806 | 0.8491 | 0.2435 | 0.6038 | | bicycle | 0.4055 | 1.0000 | 0.1077 | 0.6667 | | bidet | 0.5000 | 0.6667 | 0.3333 | 0.3333 | | bin | 0.6246 | 0.9037 | 0.4741 | 0.7705 | | blackboard | 0.2919 | 0.7436 | 0.0590 | 0.3333 | | blanket | 0.2757 | 0.8300 | 0.0461 | 0.2400 | | blinds | 0.0195 | 0.6200 | 0.0042 | 0.2000 | | board | 0.0547 | 0.7903 | 0.0252 | 0.3387 | | body loofah | 0.0032 | 1.0000 | 0.0000 | 0.0000 | | book | 0.1999 | 0.5161 | 0.0387 | 0.1510 | | bottle | 0.0274 | 0.3231 | 0.0017 | 0.0891 | | bowl | 0.0964 | 0.4928 | 0.0279 | 0.1884 | | box | 0.1712 | 0.6316 | 0.0701 | 0.3079 | | broom | 0.0017 | 0.2857 | 0.0002 | 0.0714 | | brush | 0.0196 | 0.3571 | 0.0029 | 0.0714 | | bucket | 0.0961 | 0.8205 | 0.0696 | 0.6410 | | cabinet | 0.2896 | 0.8764 | 0.1542 | 0.5597 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0060 | 0.2778 | 0.0001 | 0.0556 | | car | 0.0358 | 0.7143 | 0.0000 | 0.0000 | | case | 0.0679 | 0.4294 | 0.0362 | 0.1751 | | chair | 0.8483 | 0.9326 | 0.7151 | 0.8254 | | chandelier | 0.2054 | 0.7143 | 0.1062 | 0.2381 | | clock | 0.0296 | 0.3617 | 0.0059 | 0.1064 | | clothes | 0.2086 | 0.6943 | 0.0633 | 0.3312 | | clothes dryer | 0.0980 | 0.9333 | 0.0756 | 0.7333 | | column | 0.0157 | 0.5263 | 0.0012 | 0.1842 | | commode | 0.2261 | 0.9615 | 0.1844 | 0.8269 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | container | 0.0058 | 0.5932 | 0.0022 | 0.3051 | | couch | 0.6380 | 0.9008 | 0.5357 | 0.7645 | | counter | 0.1474 | 0.6330 | 0.0115 | 0.1101 | | countertop | 0.0831 | 0.6071 | 0.0000 | 0.0000 | | crib | 0.1478 | 1.0000 | 0.1478 | 1.0000 | | cup | 0.0101 | 0.1780 | 0.0002 | 0.0254 | | curtain | 0.4223 | 0.8675 | 0.0609 | 0.4247 | | cushion | 0.0505 | 0.7647 | 0.0104 | 0.2353 | | decoration | 0.0251 | 0.4929 | 0.0041 | 0.1857 | | desk | 0.5473 | 0.9318 | 0.3864 | 0.7386 | | dishwasher | 0.0099 | 0.8000 | 0.0010 | 0.1000 | | dispenser | 0.5564 | 0.8864 | 0.4414 | 0.5909 | | door | 0.3703 | 0.8227 | 0.0547 | 0.3584 | | doorframe | 0.4108 | 0.9085 | 0.1727 | 0.6215 | | doorway | 0.0003 | 0.3333 | 0.0000 | 0.0000 | | drawer | 0.0059 | 0.8333 | 0.0021 | 0.6111 | | dresser | 0.3298 | 0.9444 | 0.3081 | 0.8704 | | dumbbell | 0.0036 | 0.3333 | 0.0000 | 0.0000 | | fan | 0.3775 | 0.8438 | 0.0086 | 0.1719 | | faucet | 0.0136 | 0.2766 | 0.0001 | 0.0426 | | fire extinguisher | 0.0019 | 0.2000 | 0.0000 | 0.0000 | | flowerpot | 0.0361 | 0.5490 | 0.0248 | 0.2157 | | flush | 0.0238 | 0.5000 | 0.0000 | 0.0000 | | folder | 0.0257 | 0.7143 | 0.0031 | 0.2857 | | food | 0.0025 | 0.3636 | 0.0006 | 0.0909 | | footstool | 0.0050 | 0.5000 | 0.0050 | 0.5000 | | frame | 0.0393 | 0.4082 | 0.0078 | 0.1224 | | fruit | 0.1200 | 0.2857 | 0.0244 | 0.2143 | | furniture | 0.0006 | 0.5000 | 0.0002 | 0.3333 | | garbage | 0.0522 | 1.0000 | 0.0305 | 0.6250 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.3333 | 0.6667 | 0.1111 | 0.3333 | | grab bar | 0.5147 | 1.0000 | 0.0000 | 0.0000 | | hair dryer | 0.0001 | 0.1429 | 0.0001 | 0.1429 | | hamper | 0.1509 | 1.0000 | 0.1467 | 0.9091 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hanger | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hat | 0.0000 | 0.1111 | 0.0000 | 0.1111 | | heater | 0.2955 | 0.8793 | 0.1197 | 0.5172 | | helmets | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | holder | 0.0537 | 0.4444 | 0.0048 | 0.1111 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.4887 | 0.9167 | 0.3718 | 0.5833 | | jalousie | 0.0378 | 1.0000 | 0.0163 | 1.0000 | | jar | 0.0118 | 0.4615 | 0.0095 | 0.2308 | | kitchenware | 0.0806 | 0.5870 | 0.0033 | 0.0870 | | ladder | 0.0805 | 0.6471 | 0.0656 | 0.5294 | | lamp | 0.4457 | 0.7104 | 0.1933 | 0.3970 | | laptop | 0.3035 | 0.6522 | 0.0809 | 0.2609 | | ledge | 0.0085 | 0.3333 | 0.0062 | 0.1667 | | light | 0.0512 | 0.2778 | 0.0076 | 0.0791 | | machine | 0.1203 | 1.0000 | 0.0669 | 0.4211 | | magazine | 0.1002 | 0.4000 | 0.1000 | 0.2000 | | mailbox | 0.0649 | 0.8000 | 0.0011 | 0.2000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mat | 0.0036 | 0.1892 | 0.0000 | 0.0270 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3714 | 0.7959 | 0.2589 | 0.5918 | | mirror | 0.2183 | 0.7790 | 0.0244 | 0.1878 | | molding | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mop | 0.0049 | 0.3333 | 0.0000 | 0.0000 | | ottoman | 0.1656 | 0.8611 | 0.1573 | 0.8056 | | oven | 0.2325 | 0.7500 | 0.0387 | 0.2143 | | pack | 0.0323 | 0.8000 | 0.0018 | 0.1333 | | pan | 0.0047 | 0.4118 | 0.0000 | 0.0000 | | paper | 0.0146 | 0.1552 | 0.0024 | 0.0418 | | paper cutter | 0.1453 | 0.6667 | 0.0005 | 0.1667 | | partition | 0.0034 | 0.5000 | 0.0000 | 0.0000 | | picture | 0.1665 | 0.4141 | 0.0268 | 0.1157 | | pillar | 0.3256 | 0.7442 | 0.1586 | 0.3953 | | pillow | 0.5584 | 0.8647 | 0.1408 | 0.3989 | | pipe | 0.0007 | 0.3077 | 0.0001 | 0.0385 | | pitcher | 0.0193 | 0.6667 | 0.0067 | 0.3333 | | plant | 0.3244 | 0.7829 | 0.0977 | 0.3510 | | plate | 0.0195 | 0.3269 | 0.0033 | 0.1346 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.8357 | 1.0000 | 0.0000 | 0.0000 | | pool | 0.0653 | 1.0000 | 0.0625 | 0.5000 | | poster | 0.1076 | 0.1818 | 0.0019 | 0.0152 | | pot | 0.1731 | 0.6296 | 0.1073 | 0.3333 | | price tag | 0.0021 | 0.2857 | 0.0003 | 0.2857 | | printer | 0.4047 | 0.8776 | 0.2613 | 0.6327 | | purse | 0.0011 | 0.6667 | 0.0007 | 0.3333 | | rack | 0.0238 | 0.7308 | 0.0126 | 0.4423 | | radiator | 0.4012 | 0.8864 | 0.1599 | 0.5114 | | rail | 0.0248 | 0.5781 | 0.0001 | 0.0469 | | refrigerator | 0.3557 | 0.8600 | 0.2841 | 0.6600 | | rod | 0.0095 | 0.1250 | 0.0000 | 0.0000 | | roof | 0.0036 | 0.4167 | 0.0012 | 0.0417 | | salt | 1.0000 | 1.0000 | 0.0000 | 0.0000 | | scale | 0.2013 | 0.5455 | 0.1046 | 0.4545 | | shelf | 0.3860 | 0.7968 | 0.1851 | 0.4532 | | shoe | 0.1288 | 0.4579 | 0.0371 | 0.1495 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shower | 0.0286 | 0.3333 | 0.0221 | 0.2000 | | sign | 0.0040 | 0.3667 | 0.0017 | 0.1667 | | sink | 0.7012 | 0.9042 | 0.3391 | 0.5083 | | soap | 0.0025 | 0.3333 | 0.0020 | 0.1667 | | soap dish | 0.1803 | 0.6667 | 0.0466 | 0.2000 | | soap dispenser | 0.6098 | 0.8148 | 0.3739 | 0.4444 | | socket | 0.0012 | 0.0230 | 0.0000 | 0.0000 | | stairs | 0.0699 | 0.5417 | 0.0216 | 0.1389 | | stall | 0.3974 | 0.9412 | 0.2008 | 0.4118 | | stand | 0.5912 | 0.9146 | 0.5145 | 0.7805 | | stool | 0.3062 | 0.8235 | 0.2527 | 0.6303 | | stopcock | 0.0125 | 0.2222 | 0.0000 | 0.0000 | | stove | 0.2736 | 0.7500 | 0.1726 | 0.3611 | | switch | 0.0010 | 0.0458 | 0.0000 | 0.0065 | | table | 0.5834 | 0.8945 | 0.5107 | 0.7795 | | telephone | 0.0761 | 0.4333 | 0.0118 | 0.1167 | | thermostat | 0.0044 | 0.1667 | 0.0000 | 0.0000 | | tissue | 0.0817 | 0.4615 | 0.0010 | 0.1538 | | tissue box | 0.0154 | 0.6562 | 0.0059 | 0.3438 | | toaster | 0.0120 | 0.6000 | 0.0037 | 0.4000 | | toilet | 0.8565 | 0.8806 | 0.8162 | 0.8507 | | toilet paper | 0.3128 | 0.6129 | 0.0811 | 0.2419 | | toiletry | 0.0100 | 0.3913 | 0.0000 | 0.0435 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.3270 | 0.6463 | 0.1141 | 0.2891 | | toy | 0.0085 | 0.5000 | 0.0014 | 0.1970 | | tv | 0.4118 | 0.8119 | 0.1318 | 0.4653 | | vanity | 0.6276 | 0.9286 | 0.5013 | 0.7857 | | vent | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wardrobe | 0.2275 | 0.8434 | 0.1474 | 0.6145 | | washbasin | 0.0723 | 0.4667 | 0.0704 | 0.3333 | | washing machine | 0.3000 | 0.8571 | 0.2530 | 0.7143 | | window | 0.2402 | 0.7652 | 0.0282 | 0.2455 | | window frame | 0.0543 | 0.7172 | 0.0103 | 0.2828 | | windowsill | 0.1021 | 0.6304 | 0.0037 | 0.2174 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | carpet | 0.0251 | 0.2024 | 0.0005 | 0.0476 | | kettle | 0.0390 | 0.5556 | 0.0030 | 0.2222 | | roll | 0.1682 | 0.7000 | 0.0344 | 0.2000 | | statue | 0.0661 | 0.5789 | 0.0129 | 0.2105 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | umbrella | 0.0008 | 0.4000 | 0.0000 | 0.0000 | | copier | 0.6716 | 0.9167 | 0.4595 | 0.8333 | | crate | 0.3092 | 1.0000 | 0.1696 | 0.5714 | | device | 0.0956 | 0.4545 | 0.0909 | 0.0909 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | file | 0.0736 | 0.5588 | 0.0324 | 0.2941 | | player | 0.0179 | 0.2500 | 0.0000 | 0.0000 | | vacuum cleaner | 0.2753 | 0.8571 | 0.0935 | 0.7143 | | balcony | 0.0007 | 1.0000 | 0.0000 | 0.0000 | | beanbag | 0.2668 | 1.0000 | 0.2668 | 1.0000 | | candlestick | 0.2262 | 1.0000 | 0.1439 | 0.6667 | | cart | 0.0346 | 0.7500 | 0.0240 | 0.7500 | | computer | 0.2814 | 0.8136 | 0.0915 | 0.4237 | | excercise equipment | 0.1279 | 0.8500 | 0.0101 | 0.3500 | | fireplace | 0.1848 | 0.6786 | 0.0179 | 0.1429 | | globe | 0.0047 | 1.0000 | 0.0047 | 1.0000 | | guitar | 0.2696 | 0.5833 | 0.1047 | 0.4167 | | keyboard | 0.1639 | 0.3171 | 0.0122 | 0.0122 | | kitchen island | 0.4262 | 0.8571 | 0.4262 | 0.8571 | | luggage | 0.0571 | 1.0000 | 0.0238 | 0.6667 | | monitor | 0.6917 | 0.8757 | 0.2500 | 0.5819 | | person | 0.0069 | 0.5000 | 0.0052 | 0.1667 | | piano | 0.3131 | 0.8000 | 0.3094 | 0.6000 | | pool table | 0.0370 | 0.3333 | 0.0370 | 0.3333 | | projector | 0.0036 | 0.5000 | 0.0008 | 0.5000 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | speaker | 0.0056 | 0.5000 | 0.0048 | 0.3182 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sunglasses | 0.0143 | 0.6154 | 0.0001 | 0.0769 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tablet | 0.0034 | 0.5000 | 0.0034 | 0.5000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | vase | 0.0410 | 0.5800 | 0.0248 | 0.3000 | | water cooler | 0.5051 | 1.0000 | 0.5051 | 1.0000 | | water heater | 0.5588 | 1.0000 | 0.5588 | 1.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0027 | 0.4000 | 0.0018 | 0.2667 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fence | 0.0062 | 0.2500 | 0.0015 | 0.0833 | | garage door | 0.0042 | 0.6667 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0159 | 0.2500 | 0.0119 | 0.0833 | | coat hanger | 0.0147 | 1.0000 | 0.0000 | 0.0000 | | coffee maker | 0.2295 | 0.7931 | 0.0816 | 0.3793 | | cube | 0.0833 | 1.0000 | 0.0833 | 1.0000 | | dish rack | 0.1021 | 0.4000 | 0.1021 | 0.4000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headphones | 0.0161 | 0.6000 | 0.0000 | 0.0000 | | menu | 0.1483 | 0.4286 | 0.0000 | 0.0000 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0008 | 0.3333 | 0.0000 | 0.0000 | | sack | 0.6441 | 0.8571 | 0.3545 | 0.5714 | | coil | 0.0833 | 0.1667 | 0.0000 | 0.0000 | | humidifier | 0.2381 | 1.0000 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | remote control | 0.0026 | 0.0357 | 0.0000 | 0.0000 | | teapot | 0.0082 | 0.6667 | 0.0020 | 0.3333 | | tray | 0.0069 | 0.5714 | 0.0005 | 0.1429 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | range hood | 0.4118 | 0.7857 | 0.0089 | 0.0714 | | tool | 0.0013 | 0.1667 | 0.0013 | 0.1667 | | bread | 0.0286 | 0.2000 | 0.0000 | 0.0000 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0812 | 0.5000 | 0.0466 | 0.2500 | | napkins | 0.1882 | 0.6667 | 0.1882 | 0.6667 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.8611 | 1.0000 | 0.4167 | 0.5000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1487 | 0.5087 | 0.0779 | 0.2603 | +---------------------+---------+---------+---------+---------+ 2024/02/27 08:25:10 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8483 | 0.9326 | 0.7151 | 0.8254 | | picture | 0.1665 | 0.4141 | 0.0268 | 0.1157 | | door | 0.3703 | 0.8227 | 0.0547 | 0.3584 | | pillow | 0.5584 | 0.8647 | 0.1408 | 0.3989 | | cabinet | 0.2896 | 0.8764 | 0.1542 | 0.5597 | | table | 0.5834 | 0.8945 | 0.5107 | 0.7795 | | book | 0.1999 | 0.5161 | 0.0387 | 0.1510 | | window | 0.2402 | 0.7652 | 0.0282 | 0.2455 | | box | 0.1712 | 0.6316 | 0.0701 | 0.3079 | | doorframe | 0.4108 | 0.9085 | 0.1727 | 0.6215 | | shelf | 0.3860 | 0.7968 | 0.1851 | 0.4532 | | light | 0.0512 | 0.2778 | 0.0076 | 0.0791 | | plant | 0.3244 | 0.7829 | 0.0977 | 0.3510 | | paper | 0.0146 | 0.1552 | 0.0024 | 0.0418 | | bin | 0.6246 | 0.9037 | 0.4741 | 0.7705 | | curtain | 0.4223 | 0.8675 | 0.0609 | 0.4247 | | bottle | 0.0274 | 0.3231 | 0.0017 | 0.0891 | | lamp | 0.4457 | 0.7104 | 0.1933 | 0.3970 | | couch | 0.6380 | 0.9008 | 0.5357 | 0.7645 | | towel | 0.3270 | 0.6463 | 0.1141 | 0.2891 | | sink | 0.7012 | 0.9042 | 0.3391 | 0.5083 | | socket | 0.0012 | 0.0230 | 0.0000 | 0.0000 | | clothes | 0.2086 | 0.6943 | 0.0633 | 0.3312 | | desk | 0.5473 | 0.9318 | 0.3864 | 0.7386 | | stand | 0.5912 | 0.9146 | 0.5145 | 0.7805 | | monitor | 0.6917 | 0.8757 | 0.2500 | 0.5819 | | stool | 0.3062 | 0.8235 | 0.2527 | 0.6303 | | mirror | 0.2183 | 0.7790 | 0.0244 | 0.1878 | | case | 0.0679 | 0.4294 | 0.0362 | 0.1751 | | decoration | 0.0251 | 0.4929 | 0.0041 | 0.1857 | | bag | 0.0856 | 0.7865 | 0.0292 | 0.3876 | | bed | 0.8691 | 0.9467 | 0.6561 | 0.7633 | | cup | 0.0101 | 0.1780 | 0.0002 | 0.0254 | | switch | 0.0010 | 0.0458 | 0.0000 | 0.0065 | | shoe | 0.1288 | 0.4579 | 0.0371 | 0.1495 | | toilet | 0.8565 | 0.8806 | 0.8162 | 0.8507 | | counter | 0.1474 | 0.6330 | 0.0115 | 0.1101 | | tv | 0.4118 | 0.8119 | 0.1318 | 0.4653 | | backpack | 0.3888 | 0.8710 | 0.2138 | 0.6290 | | carpet | 0.0251 | 0.2024 | 0.0005 | 0.0476 | | basket | 0.1298 | 0.7130 | 0.0783 | 0.4348 | | cushion | 0.0505 | 0.7647 | 0.0104 | 0.2353 | | window frame | 0.0543 | 0.7172 | 0.0103 | 0.2828 | | rail | 0.0248 | 0.5781 | 0.0001 | 0.0469 | | blanket | 0.2757 | 0.8300 | 0.0461 | 0.2400 | | blackboard | 0.2919 | 0.7436 | 0.0590 | 0.3333 | | radiator | 0.4012 | 0.8864 | 0.1599 | 0.5114 | | toilet paper | 0.3128 | 0.6129 | 0.0811 | 0.2419 | | bench | 0.3806 | 0.8491 | 0.2435 | 0.6038 | | keyboard | 0.1639 | 0.3171 | 0.0122 | 0.0122 | | board | 0.0547 | 0.7903 | 0.0252 | 0.3387 | | stairs | 0.0699 | 0.5417 | 0.0216 | 0.1389 | | plate | 0.0195 | 0.3269 | 0.0033 | 0.1346 | | refrigerator | 0.3557 | 0.8600 | 0.2841 | 0.6600 | | frame | 0.0393 | 0.4082 | 0.0078 | 0.1224 | | wardrobe | 0.2275 | 0.8434 | 0.1474 | 0.6145 | | telephone | 0.0761 | 0.4333 | 0.0118 | 0.1167 | | vase | 0.0410 | 0.5800 | 0.0248 | 0.3000 | | heater | 0.2955 | 0.8793 | 0.1197 | 0.5172 | | computer | 0.2814 | 0.8136 | 0.0915 | 0.4237 | | windowsill | 0.1021 | 0.6304 | 0.0037 | 0.2174 | | bathtub | 0.8478 | 0.8769 | 0.7572 | 0.8000 | | ottoman | 0.1656 | 0.8611 | 0.1573 | 0.8056 | | toy | 0.0085 | 0.5000 | 0.0014 | 0.1970 | | column | 0.0157 | 0.5263 | 0.0012 | 0.1842 | | rack | 0.0238 | 0.7308 | 0.0126 | 0.4423 | | clock | 0.0296 | 0.3617 | 0.0059 | 0.1064 | | dresser | 0.3298 | 0.9444 | 0.3081 | 0.8704 | | faucet | 0.0136 | 0.2766 | 0.0001 | 0.0426 | | commode | 0.2261 | 0.9615 | 0.1844 | 0.8269 | | flowerpot | 0.0361 | 0.5490 | 0.0248 | 0.2157 | | bucket | 0.0961 | 0.8205 | 0.0696 | 0.6410 | | kitchenware | 0.0806 | 0.5870 | 0.0033 | 0.0870 | | bowl | 0.0964 | 0.4928 | 0.0279 | 0.1884 | | dispenser | 0.5564 | 0.8864 | 0.4414 | 0.5909 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3714 | 0.7959 | 0.2589 | 0.5918 | | container | 0.0058 | 0.5932 | 0.0022 | 0.3051 | | stove | 0.2736 | 0.7500 | 0.1726 | 0.3611 | | fan | 0.3775 | 0.8438 | 0.0086 | 0.1719 | | pot | 0.1731 | 0.6296 | 0.1073 | 0.3333 | | blinds | 0.0195 | 0.6200 | 0.0042 | 0.2000 | | shower | 0.0286 | 0.3333 | 0.0221 | 0.2000 | | mat | 0.0036 | 0.1892 | 0.0000 | 0.0270 | | laptop | 0.3035 | 0.6522 | 0.0809 | 0.2609 | | remote control | 0.0026 | 0.0357 | 0.0000 | 0.0000 | | washing machine | 0.3000 | 0.8571 | 0.2530 | 0.7143 | | tissue box | 0.0154 | 0.6562 | 0.0059 | 0.3438 | | pillar | 0.3256 | 0.7442 | 0.1586 | 0.3953 | | printer | 0.4047 | 0.8776 | 0.2613 | 0.6327 | +-----------------+---------+---------+---------+---------+ | Overall | 0.2462 | 0.6527 | 0.1347 | 0.3627 | +-----------------+---------+---------+---------+---------+ 2024/02/27 08:25:10 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.1076 | 0.1818 | 0.0019 | 0.0152 | | oven | 0.2325 | 0.7500 | 0.0387 | 0.2143 | | fireplace | 0.1848 | 0.6786 | 0.0179 | 0.1429 | | roof | 0.0036 | 0.4167 | 0.0012 | 0.0417 | | washbasin | 0.0723 | 0.4667 | 0.0704 | 0.3333 | | statue | 0.0661 | 0.5789 | 0.0129 | 0.2105 | | jacket | 0.4887 | 0.9167 | 0.3718 | 0.5833 | | pipe | 0.0007 | 0.3077 | 0.0001 | 0.0385 | | drawer | 0.0059 | 0.8333 | 0.0021 | 0.6111 | | sign | 0.0040 | 0.3667 | 0.0017 | 0.1667 | | countertop | 0.0831 | 0.6071 | 0.0000 | 0.0000 | | vanity | 0.6276 | 0.9286 | 0.5013 | 0.7857 | | soap dispenser | 0.6098 | 0.8148 | 0.3739 | 0.4444 | | vent | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | clothes dryer | 0.0980 | 0.9333 | 0.0756 | 0.7333 | | rod | 0.0095 | 0.1250 | 0.0000 | 0.0000 | | stopcock | 0.0125 | 0.2222 | 0.0000 | 0.0000 | | speaker | 0.0056 | 0.5000 | 0.0048 | 0.3182 | | bar | 0.0576 | 0.2333 | 0.0000 | 0.0000 | | jar | 0.0118 | 0.4615 | 0.0095 | 0.2308 | | tissue | 0.0817 | 0.4615 | 0.0010 | 0.1538 | | candle | 0.0060 | 0.2778 | 0.0001 | 0.0556 | | coffee maker | 0.2295 | 0.7931 | 0.0816 | 0.3793 | | beam | 0.0114 | 0.1364 | 0.0000 | 0.0000 | | range hood | 0.4118 | 0.7857 | 0.0089 | 0.0714 | | kettle | 0.0390 | 0.5556 | 0.0030 | 0.2222 | | file | 0.0736 | 0.5588 | 0.0324 | 0.2941 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.4055 | 1.0000 | 0.1077 | 0.6667 | | purse | 0.0011 | 0.6667 | 0.0007 | 0.3333 | | toiletry | 0.0100 | 0.3913 | 0.0000 | 0.0435 | | brush | 0.0196 | 0.3571 | 0.0029 | 0.0714 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.2725 | 0.6667 | 0.2146 | 0.4762 | | soap dish | 0.1803 | 0.6667 | 0.0466 | 0.2000 | | basin | 0.0106 | 0.4706 | 0.0099 | 0.1176 | | dumbbell | 0.0036 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.3974 | 0.9412 | 0.2008 | 0.4118 | | hanger | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | chandelier | 0.2054 | 0.7143 | 0.1062 | 0.2381 | | copier | 0.6716 | 0.9167 | 0.4595 | 0.8333 | | hamper | 0.1509 | 1.0000 | 0.1467 | 0.9091 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0099 | 0.8000 | 0.0010 | 0.1000 | | pan | 0.0047 | 0.4118 | 0.0000 | 0.0000 | | teapot | 0.0082 | 0.6667 | 0.0020 | 0.3333 | | vacuum cleaner | 0.2753 | 0.8571 | 0.0935 | 0.7143 | | hat | 0.0000 | 0.1111 | 0.0000 | 0.1111 | | folder | 0.0257 | 0.7143 | 0.0031 | 0.2857 | | fire extinguisher | 0.0019 | 0.2000 | 0.0000 | 0.0000 | | air conditioner | 0.4020 | 0.6000 | 0.4020 | 0.6000 | | piano | 0.3131 | 0.8000 | 0.3094 | 0.6000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0805 | 0.6471 | 0.0656 | 0.5294 | | scale | 0.2013 | 0.5455 | 0.1046 | 0.4545 | | tray | 0.0069 | 0.5714 | 0.0005 | 0.1429 | | ledge | 0.0085 | 0.3333 | 0.0062 | 0.1667 | | pack | 0.0323 | 0.8000 | 0.0018 | 0.1333 | | machine | 0.1203 | 1.0000 | 0.0669 | 0.4211 | | guitar | 0.2696 | 0.5833 | 0.1047 | 0.4167 | | doorway | 0.0003 | 0.3333 | 0.0000 | 0.0000 | | food | 0.0025 | 0.3636 | 0.0006 | 0.0909 | | excercise equipment | 0.1279 | 0.8500 | 0.0101 | 0.3500 | | furniture | 0.0006 | 0.5000 | 0.0002 | 0.3333 | | sack | 0.6441 | 0.8571 | 0.3545 | 0.5714 | | crate | 0.3092 | 1.0000 | 0.1696 | 0.5714 | | person | 0.0069 | 0.5000 | 0.0052 | 0.1667 | | footstool | 0.0050 | 0.5000 | 0.0050 | 0.5000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0027 | 0.4000 | 0.0018 | 0.2667 | | cart | 0.0346 | 0.7500 | 0.0240 | 0.7500 | | paper cutter | 0.1453 | 0.6667 | 0.0005 | 0.1667 | | roll | 0.1682 | 0.7000 | 0.0344 | 0.2000 | | garbage | 0.0522 | 1.0000 | 0.0305 | 0.6250 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | fruit | 0.1200 | 0.2857 | 0.0244 | 0.2143 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | soap | 0.0025 | 0.3333 | 0.0020 | 0.1667 | | beanbag | 0.2668 | 1.0000 | 0.2668 | 1.0000 | | umbrella | 0.0008 | 0.4000 | 0.0000 | 0.0000 | | fence | 0.0062 | 0.2500 | 0.0015 | 0.0833 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0812 | 0.5000 | 0.0466 | 0.2500 | | dish rack | 0.1021 | 0.4000 | 0.1021 | 0.4000 | | hair dryer | 0.0001 | 0.1429 | 0.0001 | 0.1429 | | holder | 0.0537 | 0.4444 | 0.0048 | 0.1111 | | sunglasses | 0.0143 | 0.6154 | 0.0001 | 0.0769 | | headphones | 0.0161 | 0.6000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1064 | 0.4919 | 0.0560 | 0.2434 | +---------------------+---------+---------+---------+---------+ 2024/02/27 08:25:10 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0649 | 0.8000 | 0.0011 | 0.2000 | | toaster | 0.0120 | 0.6000 | 0.0037 | 0.4000 | | water cooler | 0.5051 | 1.0000 | 0.5051 | 1.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0017 | 0.2857 | 0.0002 | 0.0714 | | device | 0.0956 | 0.4545 | 0.0909 | 0.0909 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.5147 | 1.0000 | 0.0000 | 0.0000 | | plunger | 0.8357 | 1.0000 | 0.0000 | 0.0000 | | kitchen island | 0.4262 | 0.8571 | 0.4262 | 0.8571 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0159 | 0.2500 | 0.0119 | 0.0833 | | tool | 0.0013 | 0.1667 | 0.0013 | 0.1667 | | partition | 0.0034 | 0.5000 | 0.0000 | 0.0000 | | banister | 0.0057 | 0.6000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0193 | 0.6667 | 0.0067 | 0.3333 | | menu | 0.1483 | 0.4286 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0021 | 0.2857 | 0.0003 | 0.2857 | | projector | 0.0036 | 0.5000 | 0.0008 | 0.5000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0571 | 1.0000 | 0.0238 | 0.6667 | | cube | 0.0833 | 1.0000 | 0.0833 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0008 | 0.3333 | 0.0000 | 0.0000 | | helmets | 0.0002 | 0.3333 | 0.0000 | 0.0000 | | balcony | 0.0007 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.1002 | 0.4000 | 0.1000 | 0.2000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | thermostat | 0.0044 | 0.1667 | 0.0000 | 0.0000 | | bidet | 0.5000 | 0.6667 | 0.3333 | 0.3333 | | candlestick | 0.2262 | 1.0000 | 0.1439 | 0.6667 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.1882 | 0.6667 | 0.1882 | 0.6667 | | tablet | 0.0034 | 0.5000 | 0.0034 | 0.5000 | | garage door | 0.0042 | 0.6667 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.3333 | 0.6667 | 0.1111 | 0.3333 | | jalousie | 0.0378 | 1.0000 | 0.0163 | 1.0000 | | mop | 0.0049 | 0.3333 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0833 | 0.1667 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0286 | 0.2000 | 0.0000 | 0.0000 | | globe | 0.0047 | 1.0000 | 0.0047 | 1.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0370 | 0.3333 | 0.0370 | 0.3333 | | car | 0.0358 | 0.7143 | 0.0000 | 0.0000 | | map | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0238 | 0.5000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0179 | 0.2500 | 0.0000 | 0.0000 | | salt | 1.0000 | 1.0000 | 0.0000 | 0.0000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.2381 | 1.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5588 | 1.0000 | 0.5588 | 1.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0032 | 1.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.0653 | 1.0000 | 0.0625 | 0.5000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.1478 | 1.0000 | 0.1478 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.8611 | 1.0000 | 0.4167 | 0.5000 | | coat hanger | 0.0147 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0893 | 0.3694 | 0.0400 | 0.1669 | +----------------+---------+---------+---------+---------+ 2024/02/27 08:25:13 - mmengine - INFO - Epoch(val) [10][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.4020 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3888 bag_AP_0.25: 0.0856 ball_AP_0.25: 0.2725 banister_AP_0.25: 0.0057 bar_AP_0.25: 0.0576 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0106 basket_AP_0.25: 0.1298 bathtub_AP_0.25: 0.8478 beam_AP_0.25: 0.0114 beanbag_AP_0.25: 0.2668 bed_AP_0.25: 0.8691 bench_AP_0.25: 0.3806 bicycle_AP_0.25: 0.4055 bidet_AP_0.25: 0.5000 bin_AP_0.25: 0.6246 blackboard_AP_0.25: 0.2919 blanket_AP_0.25: 0.2757 blinds_AP_0.25: 0.0195 board_AP_0.25: 0.0547 body loofah_AP_0.25: 0.0032 book_AP_0.25: 0.1999 bottle_AP_0.25: 0.0274 bowl_AP_0.25: 0.0964 box_AP_0.25: 0.1712 bread_AP_0.25: 0.0286 broom_AP_0.25: 0.0017 brush_AP_0.25: 0.0196 bucket_AP_0.25: 0.0961 cabinet_AP_0.25: 0.2896 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0159 candle_AP_0.25: 0.0060 candlestick_AP_0.25: 0.2262 car_AP_0.25: 0.0358 carpet_AP_0.25: 0.0251 cart_AP_0.25: 0.0346 case_AP_0.25: 0.0679 chair_AP_0.25: 0.8483 chandelier_AP_0.25: 0.2054 clock_AP_0.25: 0.0296 clothes_AP_0.25: 0.2086 clothes dryer_AP_0.25: 0.0980 coffee maker_AP_0.25: 0.2295 column_AP_0.25: 0.0157 commode_AP_0.25: 0.2261 computer_AP_0.25: 0.2814 conducting wire_AP_0.25: 0.0000 container_AP_0.25: 0.0058 copier_AP_0.25: 0.6716 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.6380 counter_AP_0.25: 0.1474 countertop_AP_0.25: 0.0831 crate_AP_0.25: 0.3092 crib_AP_0.25: 0.1478 cube_AP_0.25: 0.0833 cup_AP_0.25: 0.0101 curtain_AP_0.25: 0.4223 cushion_AP_0.25: 0.0505 decoration_AP_0.25: 0.0251 desk_AP_0.25: 0.5473 device_AP_0.25: 0.0956 dish rack_AP_0.25: 0.1021 dishwasher_AP_0.25: 0.0099 dispenser_AP_0.25: 0.5564 door_AP_0.25: 0.3703 doorframe_AP_0.25: 0.4108 doorway_AP_0.25: 0.0003 drawer_AP_0.25: 0.0059 dresser_AP_0.25: 0.3298 dumbbell_AP_0.25: 0.0036 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.1279 fan_AP_0.25: 0.3775 faucet_AP_0.25: 0.0136 fence_AP_0.25: 0.0062 file_AP_0.25: 0.0736 fire extinguisher_AP_0.25: 0.0019 fireplace_AP_0.25: 0.1848 flowerpot_AP_0.25: 0.0361 folder_AP_0.25: 0.0257 food_AP_0.25: 0.0025 footstool_AP_0.25: 0.0050 frame_AP_0.25: 0.0393 fruit_AP_0.25: 0.1200 furniture_AP_0.25: 0.0006 garage door_AP_0.25: 0.0042 garbage_AP_0.25: 0.0522 globe_AP_0.25: 0.0047 guitar_AP_0.25: 0.2696 hair dryer_AP_0.25: 0.0001 hamper_AP_0.25: 0.1509 hanger_AP_0.25: 0.0000 hat_AP_0.25: 0.0000 headboard_AP_0.25: 0.0812 headphones_AP_0.25: 0.0161 heater_AP_0.25: 0.2955 helmets_AP_0.25: 0.0002 holder_AP_0.25: 0.0537 jacket_AP_0.25: 0.4887 jalousie_AP_0.25: 0.0378 jar_AP_0.25: 0.0118 kettle_AP_0.25: 0.0390 keyboard_AP_0.25: 0.1639 kitchen island_AP_0.25: 0.4262 kitchenware_AP_0.25: 0.0806 ladder_AP_0.25: 0.0805 lamp_AP_0.25: 0.4457 laptop_AP_0.25: 0.3035 letter_AP_0.25: 0.8611 light_AP_0.25: 0.0512 luggage_AP_0.25: 0.0571 machine_AP_0.25: 0.1203 magazine_AP_0.25: 0.1002 mailbox_AP_0.25: 0.0649 mat_AP_0.25: 0.0036 menu_AP_0.25: 0.1483 microwave_AP_0.25: 0.3714 mirror_AP_0.25: 0.2183 monitor_AP_0.25: 0.6917 mop_AP_0.25: 0.0049 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.1882 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.1656 oven_AP_0.25: 0.2325 pack_AP_0.25: 0.0323 pan_AP_0.25: 0.0047 paper_AP_0.25: 0.0146 paper cutter_AP_0.25: 0.1453 partition_AP_0.25: 0.0034 person_AP_0.25: 0.0069 piano_AP_0.25: 0.3131 picture_AP_0.25: 0.1665 pillar_AP_0.25: 0.3256 pillow_AP_0.25: 0.5584 pipe_AP_0.25: 0.0007 pitcher_AP_0.25: 0.0193 plant_AP_0.25: 0.3244 plate_AP_0.25: 0.0195 player_AP_0.25: 0.0179 plunger_AP_0.25: 0.8357 pool_AP_0.25: 0.0653 pool table_AP_0.25: 0.0370 poster_AP_0.25: 0.1076 pot_AP_0.25: 0.1731 price tag_AP_0.25: 0.0021 printer_AP_0.25: 0.4047 projector_AP_0.25: 0.0036 purse_AP_0.25: 0.0011 rack_AP_0.25: 0.0238 radiator_AP_0.25: 0.4012 radio_AP_0.25: 0.0000 rail_AP_0.25: 0.0248 range hood_AP_0.25: 0.4118 refrigerator_AP_0.25: 0.3557 remote control_AP_0.25: 0.0026 roll_AP_0.25: 0.1682 roof_AP_0.25: 0.0036 sack_AP_0.25: 0.6441 scale_AP_0.25: 0.2013 screen_AP_0.25: 0.0000 sheet_AP_0.25: 0.0000 shelf_AP_0.25: 0.3860 shoe_AP_0.25: 0.1288 shower_AP_0.25: 0.0286 sign_AP_0.25: 0.0040 sink_AP_0.25: 0.7012 soap dish_AP_0.25: 0.1803 soap dispenser_AP_0.25: 0.6098 socket_AP_0.25: 0.0012 speaker_AP_0.25: 0.0056 stairs_AP_0.25: 0.0699 stall_AP_0.25: 0.3974 stand_AP_0.25: 0.5912 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0661 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.3062 stopcock_AP_0.25: 0.0125 stove_AP_0.25: 0.2736 structure_AP_0.25: 0.0000 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0010 table_AP_0.25: 0.5834 tablet_AP_0.25: 0.0034 teapot_AP_0.25: 0.0082 telephone_AP_0.25: 0.0761 tissue_AP_0.25: 0.0817 tissue box_AP_0.25: 0.0154 toaster_AP_0.25: 0.0120 toilet_AP_0.25: 0.8565 toilet paper_AP_0.25: 0.3128 toiletry_AP_0.25: 0.0100 towel_AP_0.25: 0.3270 toy_AP_0.25: 0.0085 tray_AP_0.25: 0.0069 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.4118 umbrella_AP_0.25: 0.0008 vacuum cleaner_AP_0.25: 0.2753 vanity_AP_0.25: 0.6276 vase_AP_0.25: 0.0410 wardrobe_AP_0.25: 0.2275 washbasin_AP_0.25: 0.0723 washing machine_AP_0.25: 0.3000 water cooler_AP_0.25: 0.5051 water heater_AP_0.25: 0.5588 window_AP_0.25: 0.2402 window frame_AP_0.25: 0.0543 windowsill_AP_0.25: 0.1021 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0007 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0147 coil_AP_0.25: 0.0833 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.5147 humidifier_AP_0.25: 0.2381 ledge_AP_0.25: 0.0085 salt_AP_0.25: 1.0000 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0013 arch_AP_0.25: 0.0027 glove_AP_0.25: 0.3333 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0000 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0000 vent_AP_0.25: 0.0000 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0000 pad_AP_0.25: 0.0008 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0095 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.0238 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0143 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 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0.8000 dispenser_rec_0.25: 0.8864 door_rec_0.25: 0.8227 doorframe_rec_0.25: 0.9085 doorway_rec_0.25: 0.3333 drawer_rec_0.25: 0.8333 dresser_rec_0.25: 0.9444 dumbbell_rec_0.25: 0.3333 dvd_rec_0.25: 0.0000 excercise equipment_rec_0.25: 0.8500 fan_rec_0.25: 0.8438 faucet_rec_0.25: 0.2766 fence_rec_0.25: 0.2500 file_rec_0.25: 0.5588 fire extinguisher_rec_0.25: 0.2000 fireplace_rec_0.25: 0.6786 flowerpot_rec_0.25: 0.5490 folder_rec_0.25: 0.7143 food_rec_0.25: 0.3636 footstool_rec_0.25: 0.5000 frame_rec_0.25: 0.4082 fruit_rec_0.25: 0.2857 furniture_rec_0.25: 0.5000 garage door_rec_0.25: 0.6667 garbage_rec_0.25: 1.0000 globe_rec_0.25: 1.0000 guitar_rec_0.25: 0.5833 hair dryer_rec_0.25: 0.1429 hamper_rec_0.25: 1.0000 hanger_rec_0.25: 0.0000 hat_rec_0.25: 0.1111 headboard_rec_0.25: 0.5000 headphones_rec_0.25: 0.6000 heater_rec_0.25: 0.8793 helmets_rec_0.25: 0.3333 holder_rec_0.25: 0.4444 jacket_rec_0.25: 0.9167 jalousie_rec_0.25: 1.0000 jar_rec_0.25: 0.4615 kettle_rec_0.25: 0.5556 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poster_rec_0.25: 0.1818 pot_rec_0.25: 0.6296 price tag_rec_0.25: 0.2857 printer_rec_0.25: 0.8776 projector_rec_0.25: 0.5000 purse_rec_0.25: 0.6667 rack_rec_0.25: 0.7308 radiator_rec_0.25: 0.8864 radio_rec_0.25: 0.0000 rail_rec_0.25: 0.5781 range hood_rec_0.25: 0.7857 refrigerator_rec_0.25: 0.8600 remote control_rec_0.25: 0.0357 roll_rec_0.25: 0.7000 roof_rec_0.25: 0.4167 sack_rec_0.25: 0.8571 scale_rec_0.25: 0.5455 screen_rec_0.25: 0.2000 sheet_rec_0.25: 0.0000 shelf_rec_0.25: 0.7968 shoe_rec_0.25: 0.4579 shower_rec_0.25: 0.3333 sign_rec_0.25: 0.3667 sink_rec_0.25: 0.9042 soap dish_rec_0.25: 0.6667 soap dispenser_rec_0.25: 0.8148 socket_rec_0.25: 0.0230 speaker_rec_0.25: 0.5000 stairs_rec_0.25: 0.5417 stall_rec_0.25: 0.9412 stand_rec_0.25: 0.9146 stapler_rec_0.25: 0.0000 statue_rec_0.25: 0.5789 stick_rec_0.25: 0.0000 stool_rec_0.25: 0.8235 stopcock_rec_0.25: 0.2222 stove_rec_0.25: 0.7500 structure_rec_0.25: 0.0000 support_rec_0.25: 0.0000 switch_rec_0.25: 0.0458 table_rec_0.25: 0.8945 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arch_rec_0.25: 0.4000 glove_rec_0.25: 0.6667 wire_rec_0.25: 0.0000 drum_rec_0.25: 0.0000 mattress_rec_0.25: 0.0000 plug_rec_0.25: 0.0000 vent_rec_0.25: 0.0000 eraser_rec_0.25: 0.0000 map_rec_0.25: 0.0000 pad_rec_0.25: 0.3333 wood_rec_0.25: 0.0000 trophy_rec_0.25: 0.0000 pen_rec_0.25: 0.0000 rod_rec_0.25: 0.1250 wine_rec_0.25: 0.0000 grass_rec_0.25: 0.0000 handle_rec_0.25: 0.0000 flush_rec_0.25: 0.5000 scissors_rec_0.25: 0.0000 sunglasses_rec_0.25: 0.6154 duct_rec_0.25: 0.0000 knife_rec_0.25: 0.0000 sponge_rec_0.25: 0.0000 toothbrush_rec_0.25: 0.0000 toothpaste_rec_0.25: 0.0000 soap_rec_0.25: 0.3333 seasoning_rec_0.25: 0.0000 spoon_rec_0.25: 0.0000 alarm_rec_0.25: 0.0000 cap_rec_0.25: 0.0000 door knob_rec_0.25: 0.0000 label_rec_0.25: 0.0000 hook_rec_0.25: 0.0000 molding_rec_0.25: 0.0000 shovel_rec_0.25: 0.0000 thermostat_rec_0.25: 0.1667 mAR_0.25: 0.5087 adhesive tape_AP_0.50: 0.0000 air conditioner_AP_0.50: 0.4020 album_AP_0.50: 0.0000 backpack_AP_0.50: 0.2138 bag_AP_0.50: 0.0292 ball_AP_0.50: 0.2146 banister_AP_0.50: 0.0000 bar_AP_0.50: 0.0000 barricade_AP_0.50: 0.0000 basin_AP_0.50: 0.0099 basket_AP_0.50: 0.0783 bathtub_AP_0.50: 0.7572 beam_AP_0.50: 0.0000 beanbag_AP_0.50: 0.2668 bed_AP_0.50: 0.6561 bench_AP_0.50: 0.2435 bicycle_AP_0.50: 0.1077 bidet_AP_0.50: 0.3333 bin_AP_0.50: 0.4741 blackboard_AP_0.50: 0.0590 blanket_AP_0.50: 0.0461 blinds_AP_0.50: 0.0042 board_AP_0.50: 0.0252 body loofah_AP_0.50: 0.0000 book_AP_0.50: 0.0387 bottle_AP_0.50: 0.0017 bowl_AP_0.50: 0.0279 box_AP_0.50: 0.0701 bread_AP_0.50: 0.0000 broom_AP_0.50: 0.0002 brush_AP_0.50: 0.0029 bucket_AP_0.50: 0.0696 cabinet_AP_0.50: 0.1542 calendar_AP_0.50: 0.0000 can_AP_0.50: 0.0119 candle_AP_0.50: 0.0001 candlestick_AP_0.50: 0.1439 car_AP_0.50: 0.0000 carpet_AP_0.50: 0.0005 cart_AP_0.50: 0.0240 case_AP_0.50: 0.0362 chair_AP_0.50: 0.7151 chandelier_AP_0.50: 0.1062 clock_AP_0.50: 0.0059 clothes_AP_0.50: 0.0633 clothes dryer_AP_0.50: 0.0756 coffee maker_AP_0.50: 0.0816 column_AP_0.50: 0.0012 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windowsill_AP_0.50: 0.0037 wrap_AP_0.50: 0.0000 balcony_AP_0.50: 0.0000 baseboard_AP_0.50: 0.0000 coat hanger_AP_0.50: 0.0000 coil_AP_0.50: 0.0000 glass_AP_0.50: 0.0000 grab bar_AP_0.50: 0.0000 humidifier_AP_0.50: 0.0000 ledge_AP_0.50: 0.0062 salt_AP_0.50: 0.0000 shampoo_AP_0.50: 0.0000 tool_AP_0.50: 0.0013 arch_AP_0.50: 0.0018 glove_AP_0.50: 0.1111 wire_AP_0.50: 0.0000 drum_AP_0.50: 0.0000 mattress_AP_0.50: 0.0000 plug_AP_0.50: 0.0000 vent_AP_0.50: 0.0000 eraser_AP_0.50: 0.0000 map_AP_0.50: 0.0000 pad_AP_0.50: 0.0000 wood_AP_0.50: 0.0000 trophy_AP_0.50: 0.0000 pen_AP_0.50: 0.0000 rod_AP_0.50: 0.0000 wine_AP_0.50: 0.0000 grass_AP_0.50: 0.0000 handle_AP_0.50: 0.0000 flush_AP_0.50: 0.0000 scissors_AP_0.50: 0.0000 sunglasses_AP_0.50: 0.0001 duct_AP_0.50: 0.0000 knife_AP_0.50: 0.0000 sponge_AP_0.50: 0.0000 toothbrush_AP_0.50: 0.0000 toothpaste_AP_0.50: 0.0000 soap_AP_0.50: 0.0020 seasoning_AP_0.50: 0.0000 spoon_AP_0.50: 0.0000 alarm_AP_0.50: 0.0000 cap_AP_0.50: 0.0000 door knob_AP_0.50: 0.0000 label_AP_0.50: 0.0000 hook_AP_0.50: 0.0000 molding_AP_0.50: 0.0000 shovel_AP_0.50: 0.0000 thermostat_AP_0.50: 0.0000 mAP_0.50: 0.0779 adhesive tape_rec_0.50: 0.0000 air conditioner_rec_0.50: 0.6000 album_rec_0.50: 0.0000 backpack_rec_0.50: 0.6290 bag_rec_0.50: 0.3876 ball_rec_0.50: 0.4762 banister_rec_0.50: 0.0000 bar_rec_0.50: 0.0000 barricade_rec_0.50: 0.0000 basin_rec_0.50: 0.1176 basket_rec_0.50: 0.4348 bathtub_rec_0.50: 0.8000 beam_rec_0.50: 0.0000 beanbag_rec_0.50: 1.0000 bed_rec_0.50: 0.7633 bench_rec_0.50: 0.6038 bicycle_rec_0.50: 0.6667 bidet_rec_0.50: 0.3333 bin_rec_0.50: 0.7705 blackboard_rec_0.50: 0.3333 blanket_rec_0.50: 0.2400 blinds_rec_0.50: 0.2000 board_rec_0.50: 0.3387 body loofah_rec_0.50: 0.0000 book_rec_0.50: 0.1510 bottle_rec_0.50: 0.0891 bowl_rec_0.50: 0.1884 box_rec_0.50: 0.3079 bread_rec_0.50: 0.0000 broom_rec_0.50: 0.0714 brush_rec_0.50: 0.0714 bucket_rec_0.50: 0.6410 cabinet_rec_0.50: 0.5597 calendar_rec_0.50: 0.0000 can_rec_0.50: 0.0833 candle_rec_0.50: 0.0556 candlestick_rec_0.50: 0.6667 car_rec_0.50: 0.0000 carpet_rec_0.50: 0.0476 cart_rec_0.50: 0.7500 case_rec_0.50: 0.1751 chair_rec_0.50: 0.8254 chandelier_rec_0.50: 0.2381 clock_rec_0.50: 0.1064 clothes_rec_0.50: 0.3312 clothes dryer_rec_0.50: 0.7333 coffee maker_rec_0.50: 0.3793 column_rec_0.50: 0.1842 commode_rec_0.50: 0.8269 computer_rec_0.50: 0.4237 conducting wire_rec_0.50: 0.0000 container_rec_0.50: 0.3051 copier_rec_0.50: 0.8333 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.7645 counter_rec_0.50: 0.1101 countertop_rec_0.50: 0.0000 crate_rec_0.50: 0.5714 crib_rec_0.50: 1.0000 cube_rec_0.50: 1.0000 cup_rec_0.50: 0.0254 curtain_rec_0.50: 0.4247 cushion_rec_0.50: 0.2353 decoration_rec_0.50: 0.1857 desk_rec_0.50: 0.7386 device_rec_0.50: 0.0909 dish rack_rec_0.50: 0.4000 dishwasher_rec_0.50: 0.1000 dispenser_rec_0.50: 0.5909 door_rec_0.50: 0.3584 doorframe_rec_0.50: 0.6215 doorway_rec_0.50: 0.0000 drawer_rec_0.50: 0.6111 dresser_rec_0.50: 0.8704 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.3500 fan_rec_0.50: 0.1719 faucet_rec_0.50: 0.0426 fence_rec_0.50: 0.0833 file_rec_0.50: 0.2941 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.1429 flowerpot_rec_0.50: 0.2157 folder_rec_0.50: 0.2857 food_rec_0.50: 0.0909 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.1224 fruit_rec_0.50: 0.2143 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.0000 garbage_rec_0.50: 0.6250 globe_rec_0.50: 1.0000 guitar_rec_0.50: 0.4167 hair dryer_rec_0.50: 0.1429 hamper_rec_0.50: 0.9091 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.1111 headboard_rec_0.50: 0.2500 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.5172 helmets_rec_0.50: 0.0000 holder_rec_0.50: 0.1111 jacket_rec_0.50: 0.5833 jalousie_rec_0.50: 1.0000 jar_rec_0.50: 0.2308 kettle_rec_0.50: 0.2222 keyboard_rec_0.50: 0.0122 kitchen island_rec_0.50: 0.8571 kitchenware_rec_0.50: 0.0870 ladder_rec_0.50: 0.5294 lamp_rec_0.50: 0.3970 laptop_rec_0.50: 0.2609 letter_rec_0.50: 0.5000 light_rec_0.50: 0.0791 luggage_rec_0.50: 0.6667 machine_rec_0.50: 0.4211 magazine_rec_0.50: 0.2000 mailbox_rec_0.50: 0.2000 mat_rec_0.50: 0.0270 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.5918 mirror_rec_0.50: 0.1878 monitor_rec_0.50: 0.5819 mop_rec_0.50: 0.0000 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.6667 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.8056 oven_rec_0.50: 0.2143 pack_rec_0.50: 0.1333 pan_rec_0.50: 0.0000 paper_rec_0.50: 0.0418 paper cutter_rec_0.50: 0.1667 partition_rec_0.50: 0.0000 person_rec_0.50: 0.1667 piano_rec_0.50: 0.6000 picture_rec_0.50: 0.1157 pillar_rec_0.50: 0.3953 pillow_rec_0.50: 0.3989 pipe_rec_0.50: 0.0385 pitcher_rec_0.50: 0.3333 plant_rec_0.50: 0.3510 plate_rec_0.50: 0.1346 player_rec_0.50: 0.0000 plunger_rec_0.50: 0.0000 pool_rec_0.50: 0.5000 pool table_rec_0.50: 0.3333 poster_rec_0.50: 0.0152 pot_rec_0.50: 0.3333 price tag_rec_0.50: 0.2857 printer_rec_0.50: 0.6327 projector_rec_0.50: 0.5000 purse_rec_0.50: 0.3333 rack_rec_0.50: 0.4423 radiator_rec_0.50: 0.5114 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0469 range hood_rec_0.50: 0.0714 refrigerator_rec_0.50: 0.6600 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.2000 roof_rec_0.50: 0.0417 sack_rec_0.50: 0.5714 scale_rec_0.50: 0.4545 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.4532 shoe_rec_0.50: 0.1495 shower_rec_0.50: 0.2000 sign_rec_0.50: 0.1667 sink_rec_0.50: 0.5083 soap dish_rec_0.50: 0.2000 soap dispenser_rec_0.50: 0.4444 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.3182 stairs_rec_0.50: 0.1389 stall_rec_0.50: 0.4118 stand_rec_0.50: 0.7805 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.2105 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.6303 stopcock_rec_0.50: 0.0000 stove_rec_0.50: 0.3611 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0065 table_rec_0.50: 0.7795 tablet_rec_0.50: 0.5000 teapot_rec_0.50: 0.3333 telephone_rec_0.50: 0.1167 tissue_rec_0.50: 0.1538 tissue box_rec_0.50: 0.3438 toaster_rec_0.50: 0.4000 toilet_rec_0.50: 0.8507 toilet paper_rec_0.50: 0.2419 toiletry_rec_0.50: 0.0435 towel_rec_0.50: 0.2891 toy_rec_0.50: 0.1970 tray_rec_0.50: 0.1429 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.4653 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.7143 vanity_rec_0.50: 0.7857 vase_rec_0.50: 0.3000 wardrobe_rec_0.50: 0.6145 washbasin_rec_0.50: 0.3333 washing machine_rec_0.50: 0.7143 water cooler_rec_0.50: 1.0000 water heater_rec_0.50: 1.0000 window_rec_0.50: 0.2455 window frame_rec_0.50: 0.2828 windowsill_rec_0.50: 0.2174 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.0000 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.1667 salt_rec_0.50: 0.0000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.1667 arch_rec_0.50: 0.2667 glove_rec_0.50: 0.3333 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.0769 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.1667 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.2603 data_time: 5.5870 time: 5.9407 2024/02/27 08:28:30 - mmengine - INFO - Epoch(train) [11][ 50/973] lr: 1.0000e-04 eta: 1:53:10 time: 3.9457 data_time: 0.7685 memory: 18899 grad_norm: 0.2814 loss: 1.3230 loss_center: 0.5814 loss_bbox: 0.3185 loss_cls: 0.4231 2024/02/27 08:31:16 - mmengine - INFO - Epoch(train) [11][100/973] lr: 1.0000e-04 eta: 1:50:09 time: 3.3151 data_time: 0.3774 memory: 22281 grad_norm: 0.2791 loss: 1.3392 loss_center: 0.6220 loss_bbox: 0.2619 loss_cls: 0.4553 2024/02/27 08:34:10 - mmengine - INFO - Epoch(train) [11][150/973] lr: 1.0000e-04 eta: 1:47:09 time: 3.4870 data_time: 0.5511 memory: 18682 grad_norm: 0.2765 loss: 1.4310 loss_center: 0.6547 loss_bbox: 0.3087 loss_cls: 0.4676 2024/02/27 08:37:08 - mmengine - INFO - Epoch(train) [11][200/973] lr: 1.0000e-04 eta: 1:44:10 time: 3.5582 data_time: 1.0165 memory: 17094 grad_norm: 0.2848 loss: 1.3772 loss_center: 0.6329 loss_bbox: 0.2888 loss_cls: 0.4555 2024/02/27 08:40:03 - mmengine - INFO - Epoch(train) [11][250/973] lr: 1.0000e-04 eta: 1:41:10 time: 3.4962 data_time: 0.4990 memory: 16927 grad_norm: 0.2792 loss: 1.3904 loss_center: 0.6394 loss_bbox: 0.2807 loss_cls: 0.4702 2024/02/27 08:41:22 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 08:43:02 - mmengine - INFO - Epoch(train) [11][300/973] lr: 1.0000e-04 eta: 1:38:11 time: 3.5902 data_time: 1.0326 memory: 16526 grad_norm: 0.3073 loss: 1.3900 loss_center: 0.6183 loss_bbox: 0.3232 loss_cls: 0.4485 2024/02/27 08:46:22 - mmengine - INFO - Epoch(train) [11][350/973] lr: 1.0000e-04 eta: 1:35:15 time: 3.9872 data_time: 0.2297 memory: 20131 grad_norm: 0.3160 loss: 1.3494 loss_center: 0.6359 loss_bbox: 0.2607 loss_cls: 0.4528 2024/02/27 08:49:07 - mmengine - INFO - Epoch(train) [11][400/973] lr: 1.0000e-04 eta: 1:32:14 time: 3.3122 data_time: 0.0933 memory: 16464 grad_norm: 0.2735 loss: 1.3411 loss_center: 0.6256 loss_bbox: 0.2746 loss_cls: 0.4409 2024/02/27 08:52:04 - mmengine - INFO - Epoch(train) [11][450/973] lr: 1.0000e-04 eta: 1:29:15 time: 3.5341 data_time: 1.0452 memory: 18815 grad_norm: 0.2538 loss: 1.3840 loss_center: 0.6455 loss_bbox: 0.2767 loss_cls: 0.4618 2024/02/27 08:55:00 - mmengine - INFO - Epoch(train) [11][500/973] lr: 1.0000e-04 eta: 1:26:16 time: 3.5125 data_time: 0.3725 memory: 17044 grad_norm: 0.2774 loss: 1.3419 loss_center: 0.6244 loss_bbox: 0.2789 loss_cls: 0.4386 2024/02/27 08:57:56 - mmengine - INFO - Epoch(train) [11][550/973] lr: 1.0000e-04 eta: 1:23:16 time: 3.5306 data_time: 0.2427 memory: 17059 grad_norm: 0.2647 loss: 1.2954 loss_center: 0.6060 loss_bbox: 0.2762 loss_cls: 0.4131 2024/02/27 09:00:49 - mmengine - INFO - Epoch(train) [11][600/973] lr: 1.0000e-04 eta: 1:20:16 time: 3.4524 data_time: 0.5996 memory: 16149 grad_norm: 0.2725 loss: 1.3678 loss_center: 0.6172 loss_bbox: 0.3021 loss_cls: 0.4484 2024/02/27 09:04:01 - mmengine - INFO - Epoch(train) [11][650/973] lr: 1.0000e-04 eta: 1:17:19 time: 3.8391 data_time: 1.0689 memory: 18239 grad_norm: 0.2907 loss: 1.3588 loss_center: 0.6262 loss_bbox: 0.2801 loss_cls: 0.4526 2024/02/27 09:06:58 - mmengine - INFO - Epoch(train) [11][700/973] lr: 1.0000e-04 eta: 1:14:20 time: 3.5398 data_time: 1.2332 memory: 18964 grad_norm: 0.3147 loss: 1.4207 loss_center: 0.6508 loss_bbox: 0.2812 loss_cls: 0.4887 2024/02/27 09:09:57 - mmengine - INFO - Epoch(train) [11][750/973] lr: 1.0000e-04 eta: 1:11:21 time: 3.5840 data_time: 0.2466 memory: 17586 grad_norm: 0.3069 loss: 1.3455 loss_center: 0.6158 loss_bbox: 0.3009 loss_cls: 0.4288 2024/02/27 09:13:02 - mmengine - INFO - Epoch(train) [11][800/973] lr: 1.0000e-04 eta: 1:08:23 time: 3.7054 data_time: 0.1089 memory: 21565 grad_norm: 0.2645 loss: 1.2859 loss_center: 0.5875 loss_bbox: 0.2723 loss_cls: 0.4261 2024/02/27 09:15:51 - mmengine - INFO - Epoch(train) [11][850/973] lr: 1.0000e-04 eta: 1:05:23 time: 3.3755 data_time: 0.1436 memory: 18413 grad_norm: 0.3111 loss: 1.3842 loss_center: 0.6189 loss_bbox: 0.3112 loss_cls: 0.4541 2024/02/27 09:18:48 - mmengine - INFO - Epoch(train) [11][900/973] lr: 1.0000e-04 eta: 1:02:23 time: 3.5349 data_time: 0.6414 memory: 15972 grad_norm: 0.2737 loss: 1.3455 loss_center: 0.6225 loss_bbox: 0.2780 loss_cls: 0.4450 2024/02/27 09:21:47 - mmengine - INFO - Epoch(train) [11][950/973] lr: 1.0000e-04 eta: 0:59:24 time: 3.5940 data_time: 0.5729 memory: 18064 grad_norm: 0.2592 loss: 1.4031 loss_center: 0.6301 loss_bbox: 0.3062 loss_cls: 0.4667 2024/02/27 09:23:16 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 09:23:16 - mmengine - INFO - Saving checkpoint at 11 epochs 2024/02/27 09:25:27 - mmengine - INFO - Epoch(val) [11][ 50/103] eta: 0:02:10 time: 2.4594 data_time: 2.1087 memory: 13649 2024/02/27 09:32:59 - mmengine - INFO - Epoch(val) [11][100/103] eta: 0:00:17 time: 9.0470 data_time: 8.6722 memory: 4464 2024/02/27 09:37:44 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.4036 | 0.6000 | 0.4000 | 0.4000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | backpack | 0.3636 | 0.8548 | 0.1798 | 0.6129 | | bag | 0.0873 | 0.7809 | 0.0346 | 0.3876 | | balcony | 0.0016 | 1.0000 | 0.0000 | 0.0000 | | ball | 0.3398 | 0.6667 | 0.2139 | 0.4762 | | banister | 0.0063 | 0.4000 | 0.0000 | 0.0000 | | bar | 0.0675 | 0.2333 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0045 | 0.2941 | 0.0043 | 0.1765 | | basket | 0.1263 | 0.7826 | 0.0605 | 0.4870 | | bathtub | 0.8434 | 0.8769 | 0.7653 | 0.8000 | | beam | 0.0046 | 0.1818 | 0.0000 | 0.0000 | | bed | 0.8707 | 0.9467 | 0.6629 | 0.7574 | | bench | 0.4015 | 0.8491 | 0.2516 | 0.6415 | | bidet | 0.5556 | 0.6667 | 0.3333 | 0.3333 | | bin | 0.6231 | 0.9037 | 0.4592 | 0.7337 | | blackboard | 0.3220 | 0.7821 | 0.0896 | 0.3846 | | blanket | 0.3078 | 0.8600 | 0.0411 | 0.2300 | | blinds | 0.0271 | 0.6400 | 0.0108 | 0.1800 | | board | 0.0672 | 0.7419 | 0.0253 | 0.3710 | | body loofah | 0.0022 | 1.0000 | 0.0000 | 0.0000 | | book | 0.1864 | 0.4979 | 0.0501 | 0.1762 | | bottle | 0.0229 | 0.3231 | 0.0029 | 0.0808 | | bowl | 0.0768 | 0.4638 | 0.0215 | 0.1594 | | box | 0.1770 | 0.6132 | 0.0741 | 0.3079 | | broom | 0.0011 | 0.2857 | 0.0001 | 0.0714 | | brush | 0.0593 | 0.4286 | 0.0000 | 0.0000 | | bucket | 0.0558 | 0.8205 | 0.0357 | 0.5897 | | cabinet | 0.2936 | 0.8875 | 0.1542 | 0.5861 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0058 | 0.3333 | 0.0002 | 0.0556 | | car | 0.0330 | 0.7143 | 0.0000 | 0.0000 | | carpet | 0.0283 | 0.1429 | 0.0004 | 0.0238 | | case | 0.0702 | 0.4350 | 0.0416 | 0.1921 | | chair | 0.8452 | 0.9291 | 0.7150 | 0.8248 | | clock | 0.0393 | 0.3617 | 0.0024 | 0.1064 | | clothes | 0.2247 | 0.6815 | 0.0600 | 0.3185 | | clothes dryer | 0.1009 | 0.9333 | 0.0667 | 0.6000 | | column | 0.0194 | 0.6053 | 0.0062 | 0.1842 | | commode | 0.2483 | 0.9615 | 0.2079 | 0.7885 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | container | 0.0046 | 0.5254 | 0.0017 | 0.2373 | | couch | 0.6492 | 0.9091 | 0.5413 | 0.7769 | | counter | 0.1471 | 0.6330 | 0.0130 | 0.1376 | | countertop | 0.0823 | 0.5357 | 0.0000 | 0.0000 | | crate | 0.2281 | 0.8571 | 0.1467 | 0.4286 | | crib | 0.1422 | 1.0000 | 0.1422 | 1.0000 | | cup | 0.0103 | 0.2203 | 0.0002 | 0.0169 | | curtain | 0.4265 | 0.8675 | 0.0583 | 0.4036 | | cushion | 0.0505 | 0.7451 | 0.0091 | 0.2157 | | decoration | 0.0222 | 0.5214 | 0.0048 | 0.1643 | | desk | 0.5473 | 0.9261 | 0.3996 | 0.7443 | | dishwasher | 0.0071 | 0.7000 | 0.0003 | 0.1000 | | dispenser | 0.5453 | 0.8636 | 0.4389 | 0.5682 | | door | 0.3874 | 0.8288 | 0.0555 | 0.3719 | | doorframe | 0.4099 | 0.9032 | 0.1714 | 0.6215 | | doorway | 0.0007 | 0.4444 | 0.0000 | 0.1111 | | drawer | 0.0043 | 0.8333 | 0.0022 | 0.6667 | | dresser | 0.3326 | 0.9444 | 0.2792 | 0.8704 | | dumbbell | 0.0009 | 0.3333 | 0.0000 | 0.0000 | | faucet | 0.0330 | 0.3404 | 0.0003 | 0.0638 | | fire extinguisher | 0.0054 | 0.4000 | 0.0000 | 0.0000 | | flowerpot | 0.0191 | 0.4706 | 0.0087 | 0.2549 | | flush | 0.0278 | 0.5000 | 0.0000 | 0.0000 | | folder | 0.0414 | 0.7143 | 0.0009 | 0.0714 | | food | 0.0017 | 0.2727 | 0.0006 | 0.0909 | | footstool | 0.0044 | 0.5000 | 0.0044 | 0.5000 | | frame | 0.0377 | 0.4286 | 0.0054 | 0.0816 | | fruit | 0.0362 | 0.1429 | 0.0362 | 0.1429 | | furniture | 0.0005 | 0.5000 | 0.0001 | 0.3333 | | garbage | 0.0826 | 1.0000 | 0.0645 | 0.7500 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.4074 | 0.6667 | 0.4074 | 0.6667 | | grab bar | 0.3825 | 0.8750 | 0.0000 | 0.0000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hamper | 0.1601 | 1.0000 | 0.1506 | 0.8182 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hanger | 0.0084 | 0.1667 | 0.0000 | 0.0000 | | hat | 0.0002 | 0.2222 | 0.0000 | 0.0000 | | headboard | 0.0981 | 0.7500 | 0.0250 | 0.1250 | | heater | 0.3353 | 0.8966 | 0.0882 | 0.5345 | | helmets | 0.0026 | 0.6667 | 0.0000 | 0.0000 | | holder | 0.1065 | 0.4444 | 0.0069 | 0.1111 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.4933 | 0.9583 | 0.4050 | 0.6250 | | jalousie | 0.0404 | 1.0000 | 0.0080 | 1.0000 | | jar | 0.0155 | 0.5385 | 0.0134 | 0.2308 | | kettle | 0.0309 | 0.6111 | 0.0028 | 0.2222 | | kitchenware | 0.0726 | 0.5870 | 0.0023 | 0.0870 | | ladder | 0.0798 | 0.6471 | 0.0295 | 0.4118 | | lamp | 0.4394 | 0.7194 | 0.2359 | 0.3970 | | laptop | 0.2876 | 0.6957 | 0.0558 | 0.1739 | | ledge | 0.0069 | 0.6667 | 0.0031 | 0.1667 | | light | 0.0494 | 0.2906 | 0.0070 | 0.0769 | | machine | 0.1459 | 0.9474 | 0.0593 | 0.4737 | | magazine | 0.2000 | 0.2000 | 0.2000 | 0.2000 | | mailbox | 0.0553 | 0.8000 | 0.0007 | 0.4000 | | map | 0.0015 | 0.5000 | 0.0000 | 0.0000 | | mat | 0.0028 | 0.1622 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3538 | 0.8571 | 0.2474 | 0.5714 | | mirror | 0.2217 | 0.7569 | 0.0337 | 0.2099 | | molding | 0.0001 | 1.0000 | 0.0001 | 1.0000 | | mop | 0.0152 | 0.3333 | 0.0152 | 0.3333 | | oven | 0.2504 | 0.7143 | 0.0424 | 0.2500 | | pack | 0.0529 | 0.8000 | 0.0046 | 0.1333 | | paper | 0.0149 | 0.1672 | 0.0039 | 0.0358 | | paper cutter | 0.1295 | 0.8333 | 0.0006 | 0.3333 | | partition | 0.0178 | 0.6667 | 0.0000 | 0.0000 | | picture | 0.1728 | 0.4292 | 0.0255 | 0.1276 | | pillar | 0.3593 | 0.7442 | 0.1436 | 0.3721 | | pillow | 0.5490 | 0.8759 | 0.1400 | 0.4100 | | pipe | 0.0008 | 0.3077 | 0.0000 | 0.0769 | | pitcher | 0.0325 | 0.6667 | 0.0085 | 0.3333 | | plant | 0.3278 | 0.8037 | 0.1050 | 0.3741 | | plate | 0.0140 | 0.3654 | 0.0004 | 0.0577 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.7278 | 1.0000 | 0.0000 | 0.0000 | | pool | 0.1000 | 0.5000 | 0.1000 | 0.5000 | | poster | 0.1003 | 0.1515 | 0.0133 | 0.0455 | | pot | 0.1496 | 0.6667 | 0.0981 | 0.4444 | | printer | 0.3714 | 0.8367 | 0.1972 | 0.6122 | | projector | 0.0024 | 0.5000 | 0.0020 | 0.5000 | | purse | 0.0014 | 0.8333 | 0.0001 | 0.1667 | | rack | 0.0272 | 0.7308 | 0.0148 | 0.4423 | | radiator | 0.3580 | 0.8409 | 0.1627 | 0.4659 | | rail | 0.0251 | 0.5938 | 0.0008 | 0.0781 | | refrigerator | 0.3918 | 0.9000 | 0.3085 | 0.7600 | | rod | 0.0073 | 0.1000 | 0.0000 | 0.0000 | | roll | 0.2068 | 0.5000 | 0.0000 | 0.1000 | | roof | 0.0033 | 0.3750 | 0.0001 | 0.0833 | | scale | 0.1951 | 0.5455 | 0.1943 | 0.4545 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shelf | 0.3890 | 0.7914 | 0.1857 | 0.4442 | | shoe | 0.1155 | 0.4486 | 0.0319 | 0.1869 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shower | 0.0276 | 0.3667 | 0.0218 | 0.2667 | | sign | 0.0052 | 0.3333 | 0.0039 | 0.1667 | | sink | 0.6947 | 0.8917 | 0.3341 | 0.5208 | | soap | 0.0045 | 0.3333 | 0.0030 | 0.1667 | | soap dish | 0.2463 | 0.6000 | 0.0980 | 0.2000 | | soap dispenser | 0.6552 | 0.8889 | 0.4728 | 0.6296 | | socket | 0.0007 | 0.0230 | 0.0000 | 0.0000 | | stairs | 0.0675 | 0.5139 | 0.0208 | 0.1250 | | stall | 0.3768 | 1.0000 | 0.2490 | 0.4706 | | stand | 0.5834 | 0.9207 | 0.5129 | 0.7866 | | stool | 0.2786 | 0.8151 | 0.2283 | 0.6134 | | stopcock | 0.0231 | 0.2963 | 0.0001 | 0.0370 | | stove | 0.3035 | 0.8056 | 0.2015 | 0.3889 | | switch | 0.0016 | 0.0458 | 0.0000 | 0.0000 | | table | 0.5841 | 0.8961 | 0.4991 | 0.7780 | | telephone | 0.0865 | 0.3833 | 0.0770 | 0.2000 | | thermostat | 0.0069 | 0.1667 | 0.0000 | 0.0000 | | tissue | 0.0431 | 0.4615 | 0.0010 | 0.0769 | | tissue box | 0.0118 | 0.6250 | 0.0067 | 0.3438 | | toaster | 0.0155 | 0.7000 | 0.0128 | 0.5000 | | toilet | 0.8540 | 0.8881 | 0.7724 | 0.8134 | | toilet paper | 0.3264 | 0.6613 | 0.0827 | 0.2581 | | toiletry | 0.0135 | 0.3913 | 0.0000 | 0.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.3336 | 0.6463 | 0.1370 | 0.3027 | | toy | 0.0218 | 0.4697 | 0.0009 | 0.1667 | | tray | 0.0050 | 0.5714 | 0.0021 | 0.2857 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | umbrella | 0.0009 | 0.4000 | 0.0000 | 0.0000 | | vacuum cleaner | 0.2046 | 0.8571 | 0.0913 | 0.5714 | | vanity | 0.6228 | 0.9286 | 0.5169 | 0.7857 | | vent | 0.0001 | 0.0417 | 0.0000 | 0.0000 | | wardrobe | 0.2717 | 0.8795 | 0.1436 | 0.5783 | | washbasin | 0.0277 | 0.4000 | 0.0260 | 0.2667 | | washing machine | 0.3261 | 0.9286 | 0.2926 | 0.7143 | | water heater | 0.5270 | 1.0000 | 0.5270 | 1.0000 | | window | 0.2414 | 0.7485 | 0.0293 | 0.2591 | | window frame | 0.0587 | 0.7374 | 0.0107 | 0.2929 | | windowsill | 0.0898 | 0.5870 | 0.0149 | 0.1957 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | monitor | 0.6834 | 0.8814 | 0.1955 | 0.5480 | | pad | 0.0005 | 0.3333 | 0.0000 | 0.0000 | | pan | 0.0017 | 0.2941 | 0.0007 | 0.1176 | | price tag | 0.0023 | 0.2857 | 0.0003 | 0.2857 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tv | 0.4155 | 0.8119 | 0.1714 | 0.4851 | | arch | 0.0023 | 0.5000 | 0.0008 | 0.1667 | | bicycle | 0.3627 | 1.0000 | 0.0000 | 0.0000 | | chandelier | 0.1611 | 0.6667 | 0.0396 | 0.2857 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | device | 0.1019 | 0.3636 | 0.1013 | 0.2727 | | dish rack | 0.0524 | 0.4000 | 0.0500 | 0.2000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fan | 0.4525 | 0.8125 | 0.0029 | 0.1250 | | file | 0.1056 | 0.5588 | 0.0357 | 0.2353 | | ottoman | 0.1733 | 0.8889 | 0.1562 | 0.7778 | | player | 0.0074 | 0.2500 | 0.0000 | 0.0000 | | salt | 1.0000 | 1.0000 | 0.0278 | 0.5000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | beanbag | 0.2901 | 1.0000 | 0.2429 | 0.8333 | | candlestick | 0.2078 | 1.0000 | 0.1495 | 1.0000 | | cart | 0.0469 | 0.7500 | 0.0164 | 0.5000 | | computer | 0.2883 | 0.8305 | 0.0626 | 0.3729 | | fireplace | 0.2752 | 0.7857 | 0.0156 | 0.1786 | | garage door | 0.0262 | 0.8333 | 0.0000 | 0.0000 | | globe | 0.0122 | 1.0000 | 0.0122 | 1.0000 | | guitar | 0.2538 | 0.5833 | 0.0296 | 0.4167 | | keyboard | 0.1734 | 0.3537 | 0.0041 | 0.0122 | | kitchen island | 0.4838 | 0.8571 | 0.4838 | 0.8571 | | luggage | 0.0450 | 1.0000 | 0.0343 | 0.6667 | | person | 0.0080 | 0.5000 | 0.0066 | 0.3333 | | piano | 0.4071 | 0.8000 | 0.4027 | 0.6000 | | pool table | 0.0833 | 0.3333 | 0.0833 | 0.3333 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | speaker | 0.0058 | 0.5455 | 0.0021 | 0.3182 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sunglasses | 0.0572 | 0.8462 | 0.0001 | 0.0769 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tablet | 0.0098 | 0.5000 | 0.0098 | 0.5000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water cooler | 0.5047 | 1.0000 | 0.5047 | 1.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coat hanger | 0.0217 | 1.0000 | 0.0000 | 0.0000 | | copier | 0.7061 | 0.9167 | 0.4398 | 0.7500 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | excercise equipment | 0.1723 | 0.8500 | 0.0115 | 0.3000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | statue | 0.0694 | 0.6316 | 0.0390 | 0.3158 | | vase | 0.0600 | 0.6000 | 0.0236 | 0.3400 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coffee maker | 0.2614 | 0.7931 | 0.0691 | 0.3448 | | cube | 0.0500 | 1.0000 | 0.0500 | 1.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | menu | 0.1435 | 0.2857 | 0.0000 | 0.0000 | | sack | 0.5583 | 1.0000 | 0.2929 | 0.5714 | | teapot | 0.0069 | 0.6667 | 0.0008 | 0.1111 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0417 | 0.1667 | 0.0417 | 0.1667 | | headphones | 0.1077 | 0.6000 | 0.0000 | 0.0000 | | humidifier | 0.1362 | 1.0000 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | notebook | 0.0017 | 0.0769 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | remote control | 0.0089 | 0.1071 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | range hood | 0.3536 | 0.7857 | 0.0418 | 0.2857 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0281 | 0.6000 | 0.0000 | 0.0000 | | drum | 0.0002 | 0.1250 | 0.0000 | 0.0000 | | napkins | 0.1184 | 0.6667 | 0.1184 | 0.6667 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tool | 0.0007 | 0.1667 | 0.0007 | 0.1667 | | fence | 0.0136 | 0.3333 | 0.0049 | 0.0833 | | can | 0.0199 | 0.2500 | 0.0018 | 0.1667 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.8929 | 1.0000 | 0.8929 | 1.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1505 | 0.5204 | 0.0811 | 0.2667 | +---------------------+---------+---------+---------+---------+ 2024/02/27 09:37:44 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8452 | 0.9291 | 0.7150 | 0.8248 | | picture | 0.1728 | 0.4292 | 0.0255 | 0.1276 | | door | 0.3874 | 0.8288 | 0.0555 | 0.3719 | | pillow | 0.5490 | 0.8759 | 0.1400 | 0.4100 | | cabinet | 0.2936 | 0.8875 | 0.1542 | 0.5861 | | table | 0.5841 | 0.8961 | 0.4991 | 0.7780 | | book | 0.1864 | 0.4979 | 0.0501 | 0.1762 | | window | 0.2414 | 0.7485 | 0.0293 | 0.2591 | | box | 0.1770 | 0.6132 | 0.0741 | 0.3079 | | doorframe | 0.4099 | 0.9032 | 0.1714 | 0.6215 | | shelf | 0.3890 | 0.7914 | 0.1857 | 0.4442 | | light | 0.0494 | 0.2906 | 0.0070 | 0.0769 | | plant | 0.3278 | 0.8037 | 0.1050 | 0.3741 | | paper | 0.0149 | 0.1672 | 0.0039 | 0.0358 | | bin | 0.6231 | 0.9037 | 0.4592 | 0.7337 | | curtain | 0.4265 | 0.8675 | 0.0583 | 0.4036 | | bottle | 0.0229 | 0.3231 | 0.0029 | 0.0808 | | lamp | 0.4394 | 0.7194 | 0.2359 | 0.3970 | | couch | 0.6492 | 0.9091 | 0.5413 | 0.7769 | | towel | 0.3336 | 0.6463 | 0.1370 | 0.3027 | | sink | 0.6947 | 0.8917 | 0.3341 | 0.5208 | | socket | 0.0007 | 0.0230 | 0.0000 | 0.0000 | | clothes | 0.2247 | 0.6815 | 0.0600 | 0.3185 | | desk | 0.5473 | 0.9261 | 0.3996 | 0.7443 | | stand | 0.5834 | 0.9207 | 0.5129 | 0.7866 | | monitor | 0.6834 | 0.8814 | 0.1955 | 0.5480 | | stool | 0.2786 | 0.8151 | 0.2283 | 0.6134 | | mirror | 0.2217 | 0.7569 | 0.0337 | 0.2099 | | case | 0.0702 | 0.4350 | 0.0416 | 0.1921 | | decoration | 0.0222 | 0.5214 | 0.0048 | 0.1643 | | bag | 0.0873 | 0.7809 | 0.0346 | 0.3876 | | bed | 0.8707 | 0.9467 | 0.6629 | 0.7574 | | cup | 0.0103 | 0.2203 | 0.0002 | 0.0169 | | switch | 0.0016 | 0.0458 | 0.0000 | 0.0000 | | shoe | 0.1155 | 0.4486 | 0.0319 | 0.1869 | | toilet | 0.8540 | 0.8881 | 0.7724 | 0.8134 | | counter | 0.1471 | 0.6330 | 0.0130 | 0.1376 | | tv | 0.4155 | 0.8119 | 0.1714 | 0.4851 | | backpack | 0.3636 | 0.8548 | 0.1798 | 0.6129 | | carpet | 0.0283 | 0.1429 | 0.0004 | 0.0238 | | basket | 0.1263 | 0.7826 | 0.0605 | 0.4870 | | cushion | 0.0505 | 0.7451 | 0.0091 | 0.2157 | | window frame | 0.0587 | 0.7374 | 0.0107 | 0.2929 | | rail | 0.0251 | 0.5938 | 0.0008 | 0.0781 | | blanket | 0.3078 | 0.8600 | 0.0411 | 0.2300 | | blackboard | 0.3220 | 0.7821 | 0.0896 | 0.3846 | | radiator | 0.3580 | 0.8409 | 0.1627 | 0.4659 | | toilet paper | 0.3264 | 0.6613 | 0.0827 | 0.2581 | | bench | 0.4015 | 0.8491 | 0.2516 | 0.6415 | | keyboard | 0.1734 | 0.3537 | 0.0041 | 0.0122 | | board | 0.0672 | 0.7419 | 0.0253 | 0.3710 | | stairs | 0.0675 | 0.5139 | 0.0208 | 0.1250 | | plate | 0.0140 | 0.3654 | 0.0004 | 0.0577 | | refrigerator | 0.3918 | 0.9000 | 0.3085 | 0.7600 | | frame | 0.0377 | 0.4286 | 0.0054 | 0.0816 | | wardrobe | 0.2717 | 0.8795 | 0.1436 | 0.5783 | | telephone | 0.0865 | 0.3833 | 0.0770 | 0.2000 | | vase | 0.0600 | 0.6000 | 0.0236 | 0.3400 | | heater | 0.3353 | 0.8966 | 0.0882 | 0.5345 | | computer | 0.2883 | 0.8305 | 0.0626 | 0.3729 | | windowsill | 0.0898 | 0.5870 | 0.0149 | 0.1957 | | bathtub | 0.8434 | 0.8769 | 0.7653 | 0.8000 | | ottoman | 0.1733 | 0.8889 | 0.1562 | 0.7778 | | toy | 0.0218 | 0.4697 | 0.0009 | 0.1667 | | column | 0.0194 | 0.6053 | 0.0062 | 0.1842 | | rack | 0.0272 | 0.7308 | 0.0148 | 0.4423 | | clock | 0.0393 | 0.3617 | 0.0024 | 0.1064 | | dresser | 0.3326 | 0.9444 | 0.2792 | 0.8704 | | faucet | 0.0330 | 0.3404 | 0.0003 | 0.0638 | | commode | 0.2483 | 0.9615 | 0.2079 | 0.7885 | | flowerpot | 0.0191 | 0.4706 | 0.0087 | 0.2549 | | bucket | 0.0558 | 0.8205 | 0.0357 | 0.5897 | | kitchenware | 0.0726 | 0.5870 | 0.0023 | 0.0870 | | bowl | 0.0768 | 0.4638 | 0.0215 | 0.1594 | | dispenser | 0.5453 | 0.8636 | 0.4389 | 0.5682 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3538 | 0.8571 | 0.2474 | 0.5714 | | container | 0.0046 | 0.5254 | 0.0017 | 0.2373 | | stove | 0.3035 | 0.8056 | 0.2015 | 0.3889 | | fan | 0.4525 | 0.8125 | 0.0029 | 0.1250 | | pot | 0.1496 | 0.6667 | 0.0981 | 0.4444 | | blinds | 0.0271 | 0.6400 | 0.0108 | 0.1800 | | shower | 0.0276 | 0.3667 | 0.0218 | 0.2667 | | mat | 0.0028 | 0.1622 | 0.0000 | 0.0000 | | laptop | 0.2876 | 0.6957 | 0.0558 | 0.1739 | | remote control | 0.0089 | 0.1071 | 0.0000 | 0.0000 | | washing machine | 0.3261 | 0.9286 | 0.2926 | 0.7143 | | tissue box | 0.0118 | 0.6250 | 0.0067 | 0.3438 | | pillar | 0.3593 | 0.7442 | 0.1436 | 0.3721 | | printer | 0.3714 | 0.8367 | 0.1972 | 0.6122 | +-----------------+---------+---------+---------+---------+ | Overall | 0.2489 | 0.6572 | 0.1337 | 0.3620 | +-----------------+---------+---------+---------+---------+ 2024/02/27 09:37:44 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.1003 | 0.1515 | 0.0133 | 0.0455 | | oven | 0.2504 | 0.7143 | 0.0424 | 0.2500 | | fireplace | 0.2752 | 0.7857 | 0.0156 | 0.1786 | | roof | 0.0033 | 0.3750 | 0.0001 | 0.0833 | | washbasin | 0.0277 | 0.4000 | 0.0260 | 0.2667 | | statue | 0.0694 | 0.6316 | 0.0390 | 0.3158 | | jacket | 0.4933 | 0.9583 | 0.4050 | 0.6250 | | pipe | 0.0008 | 0.3077 | 0.0000 | 0.0769 | | drawer | 0.0043 | 0.8333 | 0.0022 | 0.6667 | | sign | 0.0052 | 0.3333 | 0.0039 | 0.1667 | | countertop | 0.0823 | 0.5357 | 0.0000 | 0.0000 | | vanity | 0.6228 | 0.9286 | 0.5169 | 0.7857 | | soap dispenser | 0.6552 | 0.8889 | 0.4728 | 0.6296 | | vent | 0.0001 | 0.0417 | 0.0000 | 0.0000 | | clothes dryer | 0.1009 | 0.9333 | 0.0667 | 0.6000 | | rod | 0.0073 | 0.1000 | 0.0000 | 0.0000 | | stopcock | 0.0231 | 0.2963 | 0.0001 | 0.0370 | | speaker | 0.0058 | 0.5455 | 0.0021 | 0.3182 | | bar | 0.0675 | 0.2333 | 0.0000 | 0.0000 | | jar | 0.0155 | 0.5385 | 0.0134 | 0.2308 | | tissue | 0.0431 | 0.4615 | 0.0010 | 0.0769 | | candle | 0.0058 | 0.3333 | 0.0002 | 0.0556 | | coffee maker | 0.2614 | 0.7931 | 0.0691 | 0.3448 | | beam | 0.0046 | 0.1818 | 0.0000 | 0.0000 | | range hood | 0.3536 | 0.7857 | 0.0418 | 0.2857 | | kettle | 0.0309 | 0.6111 | 0.0028 | 0.2222 | | file | 0.1056 | 0.5588 | 0.0357 | 0.2353 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.3627 | 1.0000 | 0.0000 | 0.0000 | | purse | 0.0014 | 0.8333 | 0.0001 | 0.1667 | | toiletry | 0.0135 | 0.3913 | 0.0000 | 0.0000 | | brush | 0.0593 | 0.4286 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.3398 | 0.6667 | 0.2139 | 0.4762 | | soap dish | 0.2463 | 0.6000 | 0.0980 | 0.2000 | | basin | 0.0045 | 0.2941 | 0.0043 | 0.1765 | | dumbbell | 0.0009 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.3768 | 1.0000 | 0.2490 | 0.4706 | | hanger | 0.0084 | 0.1667 | 0.0000 | 0.0000 | | chandelier | 0.1611 | 0.6667 | 0.0396 | 0.2857 | | copier | 0.7061 | 0.9167 | 0.4398 | 0.7500 | | hamper | 0.1601 | 1.0000 | 0.1506 | 0.8182 | | notebook | 0.0017 | 0.0769 | 0.0000 | 0.0000 | | dishwasher | 0.0071 | 0.7000 | 0.0003 | 0.1000 | | pan | 0.0017 | 0.2941 | 0.0007 | 0.1176 | | teapot | 0.0069 | 0.6667 | 0.0008 | 0.1111 | | vacuum cleaner | 0.2046 | 0.8571 | 0.0913 | 0.5714 | | hat | 0.0002 | 0.2222 | 0.0000 | 0.0000 | | folder | 0.0414 | 0.7143 | 0.0009 | 0.0714 | | fire extinguisher | 0.0054 | 0.4000 | 0.0000 | 0.0000 | | air conditioner | 0.4036 | 0.6000 | 0.4000 | 0.4000 | | piano | 0.4071 | 0.8000 | 0.4027 | 0.6000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0798 | 0.6471 | 0.0295 | 0.4118 | | scale | 0.1951 | 0.5455 | 0.1943 | 0.4545 | | tray | 0.0050 | 0.5714 | 0.0021 | 0.2857 | | ledge | 0.0069 | 0.6667 | 0.0031 | 0.1667 | | pack | 0.0529 | 0.8000 | 0.0046 | 0.1333 | | machine | 0.1459 | 0.9474 | 0.0593 | 0.4737 | | guitar | 0.2538 | 0.5833 | 0.0296 | 0.4167 | | doorway | 0.0007 | 0.4444 | 0.0000 | 0.1111 | | food | 0.0017 | 0.2727 | 0.0006 | 0.0909 | | excercise equipment | 0.1723 | 0.8500 | 0.0115 | 0.3000 | | furniture | 0.0005 | 0.5000 | 0.0001 | 0.3333 | | sack | 0.5583 | 1.0000 | 0.2929 | 0.5714 | | crate | 0.2281 | 0.8571 | 0.1467 | 0.4286 | | person | 0.0080 | 0.5000 | 0.0066 | 0.3333 | | footstool | 0.0044 | 0.5000 | 0.0044 | 0.5000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0023 | 0.5000 | 0.0008 | 0.1667 | | cart | 0.0469 | 0.7500 | 0.0164 | 0.5000 | | paper cutter | 0.1295 | 0.8333 | 0.0006 | 0.3333 | | roll | 0.2068 | 0.5000 | 0.0000 | 0.1000 | | garbage | 0.0826 | 1.0000 | 0.0645 | 0.7500 | | screen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fruit | 0.0362 | 0.1429 | 0.0362 | 0.1429 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0001 | 1.0000 | 0.0001 | 1.0000 | | soap | 0.0045 | 0.3333 | 0.0030 | 0.1667 | | beanbag | 0.2901 | 1.0000 | 0.2429 | 0.8333 | | umbrella | 0.0009 | 0.4000 | 0.0000 | 0.0000 | | fence | 0.0136 | 0.3333 | 0.0049 | 0.0833 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0981 | 0.7500 | 0.0250 | 0.1250 | | dish rack | 0.0524 | 0.4000 | 0.0500 | 0.2000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.1065 | 0.4444 | 0.0069 | 0.1111 | | sunglasses | 0.0572 | 0.8462 | 0.0001 | 0.0769 | | headphones | 0.1077 | 0.6000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1096 | 0.5153 | 0.0554 | 0.2327 | +---------------------+---------+---------+---------+---------+ 2024/02/27 09:37:44 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0553 | 0.8000 | 0.0007 | 0.4000 | | toaster | 0.0155 | 0.7000 | 0.0128 | 0.5000 | | water cooler | 0.5047 | 1.0000 | 0.5047 | 1.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0011 | 0.2857 | 0.0001 | 0.0714 | | device | 0.1019 | 0.3636 | 0.1013 | 0.2727 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.3825 | 0.8750 | 0.0000 | 0.0000 | | plunger | 0.7278 | 1.0000 | 0.0000 | 0.0000 | | kitchen island | 0.4838 | 0.8571 | 0.4838 | 0.8571 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0199 | 0.2500 | 0.0018 | 0.1667 | | tool | 0.0007 | 0.1667 | 0.0007 | 0.1667 | | partition | 0.0178 | 0.6667 | 0.0000 | 0.0000 | | banister | 0.0063 | 0.4000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0325 | 0.6667 | 0.0085 | 0.3333 | | menu | 0.1435 | 0.2857 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0023 | 0.2857 | 0.0003 | 0.2857 | | projector | 0.0024 | 0.5000 | 0.0020 | 0.5000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0450 | 1.0000 | 0.0343 | 0.6667 | | cube | 0.0500 | 1.0000 | 0.0500 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0005 | 0.3333 | 0.0000 | 0.0000 | | helmets | 0.0026 | 0.6667 | 0.0000 | 0.0000 | | balcony | 0.0016 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.2000 | 0.2000 | 0.2000 | 0.2000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | thermostat | 0.0069 | 0.1667 | 0.0000 | 0.0000 | | bidet | 0.5556 | 0.6667 | 0.3333 | 0.3333 | | candlestick | 0.2078 | 1.0000 | 0.1495 | 1.0000 | | drum | 0.0002 | 0.1250 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.1184 | 0.6667 | 0.1184 | 0.6667 | | tablet | 0.0098 | 0.5000 | 0.0098 | 0.5000 | | garage door | 0.0262 | 0.8333 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.4074 | 0.6667 | 0.4074 | 0.6667 | | jalousie | 0.0404 | 1.0000 | 0.0080 | 1.0000 | | mop | 0.0152 | 0.3333 | 0.0152 | 0.3333 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0417 | 0.1667 | 0.0417 | 0.1667 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0281 | 0.6000 | 0.0000 | 0.0000 | | globe | 0.0122 | 1.0000 | 0.0122 | 1.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0833 | 0.3333 | 0.0833 | 0.3333 | | car | 0.0330 | 0.7143 | 0.0000 | 0.0000 | | map | 0.0015 | 0.5000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.0278 | 0.5000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0074 | 0.2500 | 0.0000 | 0.0000 | | salt | 1.0000 | 1.0000 | 0.0278 | 0.5000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.1362 | 1.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5270 | 1.0000 | 0.5270 | 1.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0022 | 1.0000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.1000 | 0.5000 | 0.1000 | 0.5000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.1422 | 1.0000 | 0.1422 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.8929 | 1.0000 | 0.8929 | 1.0000 | | coat hanger | 0.0217 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0883 | 0.3759 | 0.0521 | 0.2002 | +----------------+---------+---------+---------+---------+ 2024/02/27 09:37:46 - mmengine - INFO - Epoch(val) [11][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.4036 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3636 bag_AP_0.25: 0.0873 ball_AP_0.25: 0.3398 banister_AP_0.25: 0.0063 bar_AP_0.25: 0.0675 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0045 basket_AP_0.25: 0.1263 bathtub_AP_0.25: 0.8434 beam_AP_0.25: 0.0046 beanbag_AP_0.25: 0.2901 bed_AP_0.25: 0.8707 bench_AP_0.25: 0.4015 bicycle_AP_0.25: 0.3627 bidet_AP_0.25: 0.5556 bin_AP_0.25: 0.6231 blackboard_AP_0.25: 0.3220 blanket_AP_0.25: 0.3078 blinds_AP_0.25: 0.0271 board_AP_0.25: 0.0672 body loofah_AP_0.25: 0.0022 book_AP_0.25: 0.1864 bottle_AP_0.25: 0.0229 bowl_AP_0.25: 0.0768 box_AP_0.25: 0.1770 bread_AP_0.25: 0.0281 broom_AP_0.25: 0.0011 brush_AP_0.25: 0.0593 bucket_AP_0.25: 0.0558 cabinet_AP_0.25: 0.2936 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0199 candle_AP_0.25: 0.0058 candlestick_AP_0.25: 0.2078 car_AP_0.25: 0.0330 carpet_AP_0.25: 0.0283 cart_AP_0.25: 0.0469 case_AP_0.25: 0.0702 chair_AP_0.25: 0.8452 chandelier_AP_0.25: 0.1611 clock_AP_0.25: 0.0393 clothes_AP_0.25: 0.2247 clothes dryer_AP_0.25: 0.1009 coffee maker_AP_0.25: 0.2614 column_AP_0.25: 0.0194 commode_AP_0.25: 0.2483 computer_AP_0.25: 0.2883 conducting wire_AP_0.25: 0.0000 container_AP_0.25: 0.0046 copier_AP_0.25: 0.7061 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.6492 counter_AP_0.25: 0.1471 countertop_AP_0.25: 0.0823 crate_AP_0.25: 0.2281 crib_AP_0.25: 0.1422 cube_AP_0.25: 0.0500 cup_AP_0.25: 0.0103 curtain_AP_0.25: 0.4265 cushion_AP_0.25: 0.0505 decoration_AP_0.25: 0.0222 desk_AP_0.25: 0.5473 device_AP_0.25: 0.1019 dish rack_AP_0.25: 0.0524 dishwasher_AP_0.25: 0.0071 dispenser_AP_0.25: 0.5453 door_AP_0.25: 0.3874 doorframe_AP_0.25: 0.4099 doorway_AP_0.25: 0.0007 drawer_AP_0.25: 0.0043 dresser_AP_0.25: 0.3326 dumbbell_AP_0.25: 0.0009 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.1723 fan_AP_0.25: 0.4525 faucet_AP_0.25: 0.0330 fence_AP_0.25: 0.0136 file_AP_0.25: 0.1056 fire extinguisher_AP_0.25: 0.0054 fireplace_AP_0.25: 0.2752 flowerpot_AP_0.25: 0.0191 folder_AP_0.25: 0.0414 food_AP_0.25: 0.0017 footstool_AP_0.25: 0.0044 frame_AP_0.25: 0.0377 fruit_AP_0.25: 0.0362 furniture_AP_0.25: 0.0005 garage door_AP_0.25: 0.0262 garbage_AP_0.25: 0.0826 globe_AP_0.25: 0.0122 guitar_AP_0.25: 0.2538 hair dryer_AP_0.25: 0.0000 hamper_AP_0.25: 0.1601 hanger_AP_0.25: 0.0084 hat_AP_0.25: 0.0002 headboard_AP_0.25: 0.0981 headphones_AP_0.25: 0.1077 heater_AP_0.25: 0.3353 helmets_AP_0.25: 0.0026 holder_AP_0.25: 0.1065 jacket_AP_0.25: 0.4933 jalousie_AP_0.25: 0.0404 jar_AP_0.25: 0.0155 kettle_AP_0.25: 0.0309 keyboard_AP_0.25: 0.1734 kitchen island_AP_0.25: 0.4838 kitchenware_AP_0.25: 0.0726 ladder_AP_0.25: 0.0798 lamp_AP_0.25: 0.4394 laptop_AP_0.25: 0.2876 letter_AP_0.25: 0.8929 light_AP_0.25: 0.0494 luggage_AP_0.25: 0.0450 machine_AP_0.25: 0.1459 magazine_AP_0.25: 0.2000 mailbox_AP_0.25: 0.0553 mat_AP_0.25: 0.0028 menu_AP_0.25: 0.1435 microwave_AP_0.25: 0.3538 mirror_AP_0.25: 0.2217 monitor_AP_0.25: 0.6834 mop_AP_0.25: 0.0152 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.1184 notebook_AP_0.25: 0.0017 ottoman_AP_0.25: 0.1733 oven_AP_0.25: 0.2504 pack_AP_0.25: 0.0529 pan_AP_0.25: 0.0017 paper_AP_0.25: 0.0149 paper cutter_AP_0.25: 0.1295 partition_AP_0.25: 0.0178 person_AP_0.25: 0.0080 piano_AP_0.25: 0.4071 picture_AP_0.25: 0.1728 pillar_AP_0.25: 0.3593 pillow_AP_0.25: 0.5490 pipe_AP_0.25: 0.0008 pitcher_AP_0.25: 0.0325 plant_AP_0.25: 0.3278 plate_AP_0.25: 0.0140 player_AP_0.25: 0.0074 plunger_AP_0.25: 0.7278 pool_AP_0.25: 0.1000 pool table_AP_0.25: 0.0833 poster_AP_0.25: 0.1003 pot_AP_0.25: 0.1496 price tag_AP_0.25: 0.0023 printer_AP_0.25: 0.3714 projector_AP_0.25: 0.0024 purse_AP_0.25: 0.0014 rack_AP_0.25: 0.0272 radiator_AP_0.25: 0.3580 radio_AP_0.25: 0.0000 rail_AP_0.25: 0.0251 range hood_AP_0.25: 0.3536 refrigerator_AP_0.25: 0.3918 remote control_AP_0.25: 0.0089 roll_AP_0.25: 0.2068 roof_AP_0.25: 0.0033 sack_AP_0.25: 0.5583 scale_AP_0.25: 0.1951 screen_AP_0.25: 0.0000 sheet_AP_0.25: 0.0000 shelf_AP_0.25: 0.3890 shoe_AP_0.25: 0.1155 shower_AP_0.25: 0.0276 sign_AP_0.25: 0.0052 sink_AP_0.25: 0.6947 soap dish_AP_0.25: 0.2463 soap dispenser_AP_0.25: 0.6552 socket_AP_0.25: 0.0007 speaker_AP_0.25: 0.0058 stairs_AP_0.25: 0.0675 stall_AP_0.25: 0.3768 stand_AP_0.25: 0.5834 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0694 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.2786 stopcock_AP_0.25: 0.0231 stove_AP_0.25: 0.3035 structure_AP_0.25: 0.0000 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0016 table_AP_0.25: 0.5841 tablet_AP_0.25: 0.0098 teapot_AP_0.25: 0.0069 telephone_AP_0.25: 0.0865 tissue_AP_0.25: 0.0431 tissue box_AP_0.25: 0.0118 toaster_AP_0.25: 0.0155 toilet_AP_0.25: 0.8540 toilet paper_AP_0.25: 0.3264 toiletry_AP_0.25: 0.0135 towel_AP_0.25: 0.3336 toy_AP_0.25: 0.0218 tray_AP_0.25: 0.0050 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.4155 umbrella_AP_0.25: 0.0009 vacuum cleaner_AP_0.25: 0.2046 vanity_AP_0.25: 0.6228 vase_AP_0.25: 0.0600 wardrobe_AP_0.25: 0.2717 washbasin_AP_0.25: 0.0277 washing machine_AP_0.25: 0.3261 water cooler_AP_0.25: 0.5047 water heater_AP_0.25: 0.5270 window_AP_0.25: 0.2414 window frame_AP_0.25: 0.0587 windowsill_AP_0.25: 0.0898 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0016 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0217 coil_AP_0.25: 0.0417 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.3825 humidifier_AP_0.25: 0.1362 ledge_AP_0.25: 0.0069 salt_AP_0.25: 1.0000 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0007 arch_AP_0.25: 0.0023 glove_AP_0.25: 0.4074 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0002 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0000 vent_AP_0.25: 0.0001 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0015 pad_AP_0.25: 0.0005 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0073 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.0278 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0572 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0045 seasoning_AP_0.25: 0.0000 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0000 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0001 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0069 mAP_0.25: 0.1505 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.6000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8548 bag_rec_0.25: 0.7809 ball_rec_0.25: 0.6667 banister_rec_0.25: 0.4000 bar_rec_0.25: 0.2333 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.2941 basket_rec_0.25: 0.7826 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.1818 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9467 bench_rec_0.25: 0.8491 bicycle_rec_0.25: 1.0000 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.9037 blackboard_rec_0.25: 0.7821 blanket_rec_0.25: 0.8600 blinds_rec_0.25: 0.6400 board_rec_0.25: 0.7419 body loofah_rec_0.25: 1.0000 book_rec_0.25: 0.4979 bottle_rec_0.25: 0.3231 bowl_rec_0.25: 0.4638 box_rec_0.25: 0.6132 bread_rec_0.25: 0.6000 broom_rec_0.25: 0.2857 brush_rec_0.25: 0.4286 bucket_rec_0.25: 0.8205 cabinet_rec_0.25: 0.8875 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.2500 candle_rec_0.25: 0.3333 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.7143 carpet_rec_0.25: 0.1429 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4350 chair_rec_0.25: 0.9291 chandelier_rec_0.25: 0.6667 clock_rec_0.25: 0.3617 clothes_rec_0.25: 0.6815 clothes dryer_rec_0.25: 0.9333 coffee maker_rec_0.25: 0.7931 column_rec_0.25: 0.6053 commode_rec_0.25: 0.9615 computer_rec_0.25: 0.8305 conducting wire_rec_0.25: 0.0000 container_rec_0.25: 0.5254 copier_rec_0.25: 0.9167 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blackboard_rec_0.50: 0.3846 blanket_rec_0.50: 0.2300 blinds_rec_0.50: 0.1800 board_rec_0.50: 0.3710 body loofah_rec_0.50: 0.0000 book_rec_0.50: 0.1762 bottle_rec_0.50: 0.0808 bowl_rec_0.50: 0.1594 box_rec_0.50: 0.3079 bread_rec_0.50: 0.0000 broom_rec_0.50: 0.0714 brush_rec_0.50: 0.0000 bucket_rec_0.50: 0.5897 cabinet_rec_0.50: 0.5861 calendar_rec_0.50: 0.0000 can_rec_0.50: 0.1667 candle_rec_0.50: 0.0556 candlestick_rec_0.50: 1.0000 car_rec_0.50: 0.0000 carpet_rec_0.50: 0.0238 cart_rec_0.50: 0.5000 case_rec_0.50: 0.1921 chair_rec_0.50: 0.8248 chandelier_rec_0.50: 0.2857 clock_rec_0.50: 0.1064 clothes_rec_0.50: 0.3185 clothes dryer_rec_0.50: 0.6000 coffee maker_rec_0.50: 0.3448 column_rec_0.50: 0.1842 commode_rec_0.50: 0.7885 computer_rec_0.50: 0.3729 conducting wire_rec_0.50: 0.0000 container_rec_0.50: 0.2373 copier_rec_0.50: 0.7500 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.7769 counter_rec_0.50: 0.1376 countertop_rec_0.50: 0.0000 crate_rec_0.50: 0.4286 crib_rec_0.50: 1.0000 cube_rec_0.50: 1.0000 cup_rec_0.50: 0.0169 curtain_rec_0.50: 0.4036 cushion_rec_0.50: 0.2157 decoration_rec_0.50: 0.1643 desk_rec_0.50: 0.7443 device_rec_0.50: 0.2727 dish rack_rec_0.50: 0.2000 dishwasher_rec_0.50: 0.1000 dispenser_rec_0.50: 0.5682 door_rec_0.50: 0.3719 doorframe_rec_0.50: 0.6215 doorway_rec_0.50: 0.1111 drawer_rec_0.50: 0.6667 dresser_rec_0.50: 0.8704 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.3000 fan_rec_0.50: 0.1250 faucet_rec_0.50: 0.0638 fence_rec_0.50: 0.0833 file_rec_0.50: 0.2353 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.1786 flowerpot_rec_0.50: 0.2549 folder_rec_0.50: 0.0714 food_rec_0.50: 0.0909 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.0816 fruit_rec_0.50: 0.1429 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.0000 garbage_rec_0.50: 0.7500 globe_rec_0.50: 1.0000 guitar_rec_0.50: 0.4167 hair dryer_rec_0.50: 0.0000 hamper_rec_0.50: 0.8182 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.0000 headboard_rec_0.50: 0.1250 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.5345 helmets_rec_0.50: 0.0000 holder_rec_0.50: 0.1111 jacket_rec_0.50: 0.6250 jalousie_rec_0.50: 1.0000 jar_rec_0.50: 0.2308 kettle_rec_0.50: 0.2222 keyboard_rec_0.50: 0.0122 kitchen island_rec_0.50: 0.8571 kitchenware_rec_0.50: 0.0870 ladder_rec_0.50: 0.4118 lamp_rec_0.50: 0.3970 laptop_rec_0.50: 0.1739 letter_rec_0.50: 1.0000 light_rec_0.50: 0.0769 luggage_rec_0.50: 0.6667 machine_rec_0.50: 0.4737 magazine_rec_0.50: 0.2000 mailbox_rec_0.50: 0.4000 mat_rec_0.50: 0.0000 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.5714 mirror_rec_0.50: 0.2099 monitor_rec_0.50: 0.5480 mop_rec_0.50: 0.3333 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.6667 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.7778 oven_rec_0.50: 0.2500 pack_rec_0.50: 0.1333 pan_rec_0.50: 0.1176 paper_rec_0.50: 0.0358 paper cutter_rec_0.50: 0.3333 partition_rec_0.50: 0.0000 person_rec_0.50: 0.3333 piano_rec_0.50: 0.6000 picture_rec_0.50: 0.1276 pillar_rec_0.50: 0.3721 pillow_rec_0.50: 0.4100 pipe_rec_0.50: 0.0769 pitcher_rec_0.50: 0.3333 plant_rec_0.50: 0.3741 plate_rec_0.50: 0.0577 player_rec_0.50: 0.0000 plunger_rec_0.50: 0.0000 pool_rec_0.50: 0.5000 pool table_rec_0.50: 0.3333 poster_rec_0.50: 0.0455 pot_rec_0.50: 0.4444 price tag_rec_0.50: 0.2857 printer_rec_0.50: 0.6122 projector_rec_0.50: 0.5000 purse_rec_0.50: 0.1667 rack_rec_0.50: 0.4423 radiator_rec_0.50: 0.4659 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0781 range hood_rec_0.50: 0.2857 refrigerator_rec_0.50: 0.7600 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.1000 roof_rec_0.50: 0.0833 sack_rec_0.50: 0.5714 scale_rec_0.50: 0.4545 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.4442 shoe_rec_0.50: 0.1869 shower_rec_0.50: 0.2667 sign_rec_0.50: 0.1667 sink_rec_0.50: 0.5208 soap dish_rec_0.50: 0.2000 soap dispenser_rec_0.50: 0.6296 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.3182 stairs_rec_0.50: 0.1250 stall_rec_0.50: 0.4706 stand_rec_0.50: 0.7866 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.3158 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.6134 stopcock_rec_0.50: 0.0370 stove_rec_0.50: 0.3889 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0000 table_rec_0.50: 0.7780 tablet_rec_0.50: 0.5000 teapot_rec_0.50: 0.1111 telephone_rec_0.50: 0.2000 tissue_rec_0.50: 0.0769 tissue box_rec_0.50: 0.3438 toaster_rec_0.50: 0.5000 toilet_rec_0.50: 0.8134 toilet paper_rec_0.50: 0.2581 toiletry_rec_0.50: 0.0000 towel_rec_0.50: 0.3027 toy_rec_0.50: 0.1667 tray_rec_0.50: 0.2857 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.4851 umbrella_rec_0.50: 0.0000 vacuum cleaner_rec_0.50: 0.5714 vanity_rec_0.50: 0.7857 vase_rec_0.50: 0.3400 wardrobe_rec_0.50: 0.5783 washbasin_rec_0.50: 0.2667 washing machine_rec_0.50: 0.7143 water cooler_rec_0.50: 1.0000 water heater_rec_0.50: 1.0000 window_rec_0.50: 0.2591 window frame_rec_0.50: 0.2929 windowsill_rec_0.50: 0.1957 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.1667 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.1667 salt_rec_0.50: 0.5000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.1667 arch_rec_0.50: 0.1667 glove_rec_0.50: 0.6667 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.0769 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.1667 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 1.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.2667 data_time: 5.5844 time: 5.9473 2024/02/27 09:41:09 - mmengine - INFO - Epoch(train) [12][ 50/973] lr: 1.0000e-05 eta: 0:55:06 time: 4.0589 data_time: 0.8662 memory: 18701 grad_norm: 0.2664 loss: 1.3636 loss_center: 0.6377 loss_bbox: 0.2668 loss_cls: 0.4591 2024/02/27 09:44:11 - mmengine - INFO - Epoch(train) [12][100/973] lr: 1.0000e-05 eta: 0:52:07 time: 3.6314 data_time: 0.6424 memory: 15181 grad_norm: 0.2571 loss: 1.3881 loss_center: 0.6293 loss_bbox: 0.2931 loss_cls: 0.4658 2024/02/27 09:47:11 - mmengine - INFO - Epoch(train) [12][150/973] lr: 1.0000e-05 eta: 0:49:08 time: 3.6001 data_time: 0.3495 memory: 20079 grad_norm: 0.2751 loss: 1.3553 loss_center: 0.5924 loss_bbox: 0.3382 loss_cls: 0.4248 2024/02/27 09:50:05 - mmengine - INFO - Epoch(train) [12][200/973] lr: 1.0000e-05 eta: 0:46:08 time: 3.4750 data_time: 0.1563 memory: 15925 grad_norm: 0.2964 loss: 1.3989 loss_center: 0.6545 loss_bbox: 0.2861 loss_cls: 0.4584 2024/02/27 09:53:08 - mmengine - INFO - Epoch(train) [12][250/973] lr: 1.0000e-05 eta: 0:43:09 time: 3.6717 data_time: 0.0974 memory: 15025 grad_norm: 0.2766 loss: 1.3953 loss_center: 0.6609 loss_bbox: 0.2551 loss_cls: 0.4793 2024/02/27 09:56:08 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 09:56:16 - mmengine - INFO - Epoch(train) [12][300/973] lr: 1.0000e-05 eta: 0:40:11 time: 3.7557 data_time: 1.3129 memory: 18533 grad_norm: 0.2891 loss: 1.4017 loss_center: 0.6474 loss_bbox: 0.2750 loss_cls: 0.4793 2024/02/27 09:59:06 - mmengine - INFO - Epoch(train) [12][350/973] lr: 1.0000e-05 eta: 0:37:11 time: 3.3918 data_time: 0.1924 memory: 15632 grad_norm: 0.2651 loss: 1.3869 loss_center: 0.6762 loss_bbox: 0.2464 loss_cls: 0.4642 2024/02/27 10:02:18 - mmengine - INFO - Epoch(train) [12][400/973] lr: 1.0000e-05 eta: 0:34:13 time: 3.8542 data_time: 1.5087 memory: 17455 grad_norm: 0.2531 loss: 1.4222 loss_center: 0.6662 loss_bbox: 0.2764 loss_cls: 0.4795 2024/02/27 10:05:17 - mmengine - INFO - Epoch(train) [12][450/973] lr: 1.0000e-05 eta: 0:31:14 time: 3.5757 data_time: 0.6316 memory: 18266 grad_norm: 0.2880 loss: 1.4009 loss_center: 0.6205 loss_bbox: 0.3110 loss_cls: 0.4694 2024/02/27 10:08:14 - mmengine - INFO - Epoch(train) [12][500/973] lr: 1.0000e-05 eta: 0:28:14 time: 3.5292 data_time: 1.2666 memory: 20116 grad_norm: 0.2673 loss: 1.3892 loss_center: 0.6369 loss_bbox: 0.2933 loss_cls: 0.4590 2024/02/27 10:11:00 - mmengine - INFO - Epoch(train) [12][550/973] lr: 1.0000e-05 eta: 0:25:15 time: 3.3229 data_time: 1.3890 memory: 18552 grad_norm: 0.2516 loss: 1.4320 loss_center: 0.6278 loss_bbox: 0.3517 loss_cls: 0.4526 2024/02/27 10:14:02 - mmengine - INFO - Epoch(train) [12][600/973] lr: 1.0000e-05 eta: 0:22:16 time: 3.6515 data_time: 0.1069 memory: 15168 grad_norm: 0.2671 loss: 1.2804 loss_center: 0.6046 loss_bbox: 0.2528 loss_cls: 0.4229 2024/02/27 10:16:58 - mmengine - INFO - Epoch(train) [12][650/973] lr: 1.0000e-05 eta: 0:19:16 time: 3.5208 data_time: 0.4930 memory: 18250 grad_norm: 0.2679 loss: 1.4400 loss_center: 0.6791 loss_bbox: 0.2810 loss_cls: 0.4800 2024/02/27 10:20:14 - mmengine - INFO - Epoch(train) [12][700/973] lr: 1.0000e-05 eta: 0:16:18 time: 3.9093 data_time: 0.4658 memory: 17196 grad_norm: 0.3021 loss: 1.3486 loss_center: 0.6207 loss_bbox: 0.3110 loss_cls: 0.4170 2024/02/27 10:22:55 - mmengine - INFO - Epoch(train) [12][750/973] lr: 1.0000e-05 eta: 0:13:18 time: 3.2153 data_time: 0.9009 memory: 15503 grad_norm: 0.2483 loss: 1.3460 loss_center: 0.6390 loss_bbox: 0.2522 loss_cls: 0.4547 2024/02/27 10:25:58 - mmengine - INFO - Epoch(train) [12][800/973] lr: 1.0000e-05 eta: 0:10:19 time: 3.6671 data_time: 0.3879 memory: 17931 grad_norm: 0.2634 loss: 1.3842 loss_center: 0.6422 loss_bbox: 0.2824 loss_cls: 0.4596 2024/02/27 10:29:04 - mmengine - INFO - Epoch(train) [12][850/973] lr: 1.0000e-05 eta: 0:07:20 time: 3.7264 data_time: 0.1643 memory: 18252 grad_norm: 0.3218 loss: 1.4051 loss_center: 0.6672 loss_bbox: 0.2786 loss_cls: 0.4592 2024/02/27 10:32:05 - mmengine - INFO - Epoch(train) [12][900/973] lr: 1.0000e-05 eta: 0:04:21 time: 3.6183 data_time: 0.4178 memory: 17060 grad_norm: 0.2713 loss: 1.4025 loss_center: 0.6155 loss_bbox: 0.3295 loss_cls: 0.4575 2024/02/27 10:35:06 - mmengine - INFO - Epoch(train) [12][950/973] lr: 1.0000e-05 eta: 0:01:22 time: 3.6170 data_time: 0.7657 memory: 20813 grad_norm: 0.2739 loss: 1.3199 loss_center: 0.6017 loss_bbox: 0.2920 loss_cls: 0.4263 2024/02/27 10:36:20 - mmengine - INFO - Exp name: mv-det3d_8xb4_embodiedscan-3d-284class-9dof_20240226_195114 2024/02/27 10:36:20 - mmengine - INFO - Saving checkpoint at 12 epochs 2024/02/27 10:38:30 - mmengine - INFO - Epoch(val) [12][ 50/103] eta: 0:02:09 time: 2.4345 data_time: 2.0855 memory: 16751 2024/02/27 10:46:01 - mmengine - INFO - Epoch(val) [12][100/103] eta: 0:00:17 time: 9.0184 data_time: 8.6502 memory: 4439 2024/02/27 10:50:44 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | air conditioner | 0.3346 | 0.6000 | 0.3346 | 0.6000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | backpack | 0.3700 | 0.8710 | 0.2096 | 0.6129 | | bag | 0.0852 | 0.7697 | 0.0356 | 0.4438 | | balcony | 0.0023 | 1.0000 | 0.0000 | 0.0000 | | ball | 0.3209 | 0.6667 | 0.2828 | 0.5714 | | banister | 0.0025 | 0.6000 | 0.0000 | 0.0000 | | bar | 0.0669 | 0.1000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | basin | 0.0031 | 0.4118 | 0.0027 | 0.0588 | | basket | 0.1335 | 0.7565 | 0.0705 | 0.4696 | | bathtub | 0.8463 | 0.8769 | 0.7251 | 0.7692 | | beam | 0.0057 | 0.0455 | 0.0000 | 0.0000 | | bed | 0.8719 | 0.9408 | 0.6107 | 0.7456 | | bench | 0.3936 | 0.8491 | 0.2664 | 0.6415 | | bidet | 0.5556 | 0.6667 | 0.3333 | 0.3333 | | bin | 0.6279 | 0.9150 | 0.4965 | 0.7564 | | blackboard | 0.3675 | 0.7949 | 0.0662 | 0.3205 | | blanket | 0.3012 | 0.8500 | 0.0587 | 0.2800 | | blinds | 0.0273 | 0.6000 | 0.0064 | 0.1800 | | board | 0.0515 | 0.7742 | 0.0092 | 0.3548 | | body loofah | 0.0021 | 0.5000 | 0.0000 | 0.0000 | | book | 0.1897 | 0.5007 | 0.0536 | 0.1706 | | bottle | 0.0257 | 0.3175 | 0.0031 | 0.0808 | | bowl | 0.0831 | 0.4638 | 0.0191 | 0.2029 | | box | 0.1811 | 0.6211 | 0.0616 | 0.3066 | | broom | 0.0014 | 0.2857 | 0.0001 | 0.0714 | | brush | 0.0238 | 0.3571 | 0.0002 | 0.0714 | | bucket | 0.0695 | 0.7949 | 0.0476 | 0.6410 | | cabinet | 0.2879 | 0.8861 | 0.1572 | 0.5833 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | candle | 0.0095 | 0.3333 | 0.0005 | 0.1111 | | car | 0.0308 | 0.7143 | 0.0000 | 0.0000 | | carpet | 0.0271 | 0.1905 | 0.0010 | 0.0238 | | case | 0.0682 | 0.4181 | 0.0472 | 0.1751 | | chair | 0.8474 | 0.9332 | 0.7238 | 0.8301 | | chandelier | 0.1772 | 0.6190 | 0.0544 | 0.2857 | | clock | 0.0417 | 0.4255 | 0.0143 | 0.1489 | | clothes | 0.2222 | 0.7006 | 0.0669 | 0.3185 | | clothes dryer | 0.1059 | 0.9333 | 0.0336 | 0.6000 | | column | 0.0185 | 0.5789 | 0.0009 | 0.1842 | | commode | 0.2267 | 0.9423 | 0.2145 | 0.7885 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | container | 0.0060 | 0.6102 | 0.0025 | 0.3390 | | couch | 0.6563 | 0.9050 | 0.5496 | 0.7769 | | counter | 0.1471 | 0.6147 | 0.0145 | 0.1651 | | countertop | 0.0637 | 0.4643 | 0.0000 | 0.0000 | | crib | 0.4074 | 1.0000 | 0.4074 | 1.0000 | | cup | 0.0077 | 0.2203 | 0.0004 | 0.0424 | | curtain | 0.4197 | 0.8705 | 0.0624 | 0.4458 | | cushion | 0.0461 | 0.7255 | 0.0044 | 0.1961 | | decoration | 0.0243 | 0.5071 | 0.0049 | 0.1571 | | desk | 0.5489 | 0.9205 | 0.4019 | 0.7500 | | dishwasher | 0.0112 | 0.8000 | 0.0000 | 0.0000 | | dispenser | 0.5574 | 0.8636 | 0.4016 | 0.5682 | | door | 0.3785 | 0.8276 | 0.0545 | 0.3756 | | doorframe | 0.4145 | 0.8961 | 0.1688 | 0.6109 | | doorway | 0.0008 | 0.5556 | 0.0000 | 0.0000 | | drawer | 0.0040 | 0.8333 | 0.0021 | 0.5556 | | dresser | 0.3570 | 0.9444 | 0.3352 | 0.8889 | | dumbbell | 0.0015 | 0.3333 | 0.0000 | 0.0000 | | faucet | 0.0288 | 0.3191 | 0.0007 | 0.0638 | | file | 0.0972 | 0.5588 | 0.0569 | 0.2059 | | fire extinguisher | 0.0011 | 0.2000 | 0.0000 | 0.0000 | | flowerpot | 0.0262 | 0.5882 | 0.0146 | 0.2745 | | flush | 0.6667 | 1.0000 | 0.0000 | 0.0000 | | folder | 0.0985 | 0.5714 | 0.0714 | 0.0714 | | food | 0.0024 | 0.2727 | 0.0007 | 0.0909 | | frame | 0.0374 | 0.4286 | 0.0055 | 0.0816 | | fruit | 0.1085 | 0.3571 | 0.0185 | 0.2143 | | furniture | 0.0006 | 0.5000 | 0.0002 | 0.3333 | | garbage | 0.0612 | 0.8750 | 0.0315 | 0.7500 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.1444 | 0.6667 | 0.0167 | 0.3333 | | grab bar | 0.4247 | 0.7500 | 0.0000 | 0.0000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hamper | 0.1848 | 1.0000 | 0.1760 | 0.9091 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | hanger | 0.0000 | 0.0833 | 0.0000 | 0.0000 | | hat | 0.0000 | 0.1111 | 0.0000 | 0.0000 | | heater | 0.3189 | 0.8793 | 0.1347 | 0.5172 | | helmets | 0.0017 | 1.0000 | 0.0002 | 0.3333 | | holder | 0.1073 | 0.5556 | 0.0092 | 0.2222 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | jacket | 0.4959 | 0.9583 | 0.2869 | 0.5833 | | jalousie | 0.0318 | 1.0000 | 0.0157 | 1.0000 | | jar | 0.0176 | 0.5385 | 0.0126 | 0.2308 | | kettle | 0.0292 | 0.6667 | 0.0037 | 0.2222 | | kitchenware | 0.0830 | 0.5217 | 0.0051 | 0.1304 | | ladder | 0.0741 | 0.6471 | 0.0455 | 0.4118 | | lamp | 0.4311 | 0.7254 | 0.2180 | 0.3791 | | laptop | 0.2566 | 0.6957 | 0.0930 | 0.3043 | | ledge | 0.0086 | 0.5000 | 0.0072 | 0.1667 | | light | 0.0482 | 0.2756 | 0.0049 | 0.0705 | | machine | 0.0981 | 1.0000 | 0.0331 | 0.5263 | | magazine | 0.2002 | 0.4000 | 0.0000 | 0.0000 | | mailbox | 0.0537 | 0.8000 | 0.0013 | 0.6000 | | map | 0.0012 | 0.5000 | 0.0000 | 0.0000 | | mat | 0.0052 | 0.2162 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3681 | 0.7755 | 0.2716 | 0.6327 | | mirror | 0.2141 | 0.7735 | 0.0287 | 0.1878 | | molding | 0.0002 | 1.0000 | 0.0000 | 0.0000 | | mop | 0.0051 | 0.3333 | 0.0000 | 0.0000 | | oven | 0.2587 | 0.7500 | 0.0828 | 0.2500 | | pack | 0.0540 | 0.8000 | 0.0037 | 0.2000 | | paper | 0.0126 | 0.1373 | 0.0016 | 0.0478 | | paper cutter | 0.2931 | 0.8333 | 0.0000 | 0.0000 | | partition | 0.0062 | 0.6667 | 0.0000 | 0.0000 | | person | 0.0151 | 0.5000 | 0.0020 | 0.3333 | | picture | 0.1685 | 0.4281 | 0.0280 | 0.1232 | | pillar | 0.3767 | 0.7674 | 0.1744 | 0.4419 | | pillow | 0.5580 | 0.8787 | 0.1640 | 0.4170 | | pipe | 0.0023 | 0.2692 | 0.0001 | 0.0769 | | pitcher | 0.0183 | 0.6667 | 0.0046 | 0.3333 | | plant | 0.3327 | 0.8037 | 0.1003 | 0.3811 | | plate | 0.0250 | 0.4231 | 0.0070 | 0.1538 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | plunger | 0.8126 | 1.0000 | 0.0182 | 0.2000 | | pool | 0.1696 | 1.0000 | 0.1667 | 0.5000 | | poster | 0.1019 | 0.1515 | 0.0025 | 0.0152 | | pot | 0.1654 | 0.6296 | 0.1151 | 0.3704 | | printer | 0.3953 | 0.8571 | 0.3212 | 0.6531 | | purse | 0.0008 | 0.6667 | 0.0006 | 0.3333 | | rack | 0.0241 | 0.7115 | 0.0139 | 0.4423 | | radiator | 0.3745 | 0.8636 | 0.1773 | 0.5341 | | rail | 0.0292 | 0.6406 | 0.0008 | 0.0469 | | refrigerator | 0.4052 | 0.9000 | 0.3287 | 0.7400 | | rod | 0.0090 | 0.1000 | 0.0000 | 0.0000 | | roll | 0.2093 | 0.4000 | 0.0008 | 0.1000 | | roof | 0.0035 | 0.3333 | 0.0001 | 0.0833 | | scale | 0.1994 | 0.4545 | 0.1994 | 0.4545 | | shelf | 0.3959 | 0.8022 | 0.1717 | 0.4460 | | shoe | 0.1488 | 0.4299 | 0.0482 | 0.1402 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shower | 0.0275 | 0.4333 | 0.0220 | 0.2333 | | sign | 0.0135 | 0.4000 | 0.0115 | 0.2000 | | sink | 0.6995 | 0.8958 | 0.3220 | 0.4875 | | soap | 0.0058 | 0.3333 | 0.0043 | 0.1667 | | soap dish | 0.1001 | 0.6000 | 0.0454 | 0.2667 | | soap dispenser | 0.6794 | 0.9259 | 0.4195 | 0.5556 | | socket | 0.0010 | 0.0276 | 0.0000 | 0.0000 | | stairs | 0.0673 | 0.5278 | 0.0206 | 0.1389 | | stall | 0.3995 | 1.0000 | 0.2958 | 0.4118 | | stand | 0.5982 | 0.9268 | 0.5319 | 0.7866 | | stool | 0.2811 | 0.8235 | 0.2455 | 0.6387 | | stopcock | 0.0205 | 0.2222 | 0.0000 | 0.0000 | | stove | 0.2869 | 0.7778 | 0.1967 | 0.3611 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | switch | 0.0011 | 0.0392 | 0.0000 | 0.0065 | | table | 0.5884 | 0.9008 | 0.5180 | 0.7890 | | telephone | 0.0661 | 0.3667 | 0.0325 | 0.2000 | | thermostat | 0.0076 | 0.1667 | 0.0000 | 0.0000 | | tissue | 0.0816 | 0.4615 | 0.0011 | 0.0769 | | tissue box | 0.0123 | 0.6250 | 0.0051 | 0.3125 | | toaster | 0.0085 | 0.6000 | 0.0056 | 0.5000 | | toilet | 0.8546 | 0.8955 | 0.7725 | 0.8060 | | toilet paper | 0.3282 | 0.6774 | 0.0769 | 0.2258 | | toiletry | 0.0082 | 0.3913 | 0.0004 | 0.0435 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | towel | 0.3355 | 0.6497 | 0.1450 | 0.2993 | | toy | 0.0094 | 0.5303 | 0.0006 | 0.1667 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tv | 0.3971 | 0.8416 | 0.1555 | 0.4851 | | umbrella | 0.0032 | 0.4000 | 0.0009 | 0.2000 | | vacuum cleaner | 0.1238 | 0.8571 | 0.0400 | 0.5714 | | vanity | 0.6190 | 0.9286 | 0.4624 | 0.7857 | | vent | 0.0001 | 0.0833 | 0.0000 | 0.0000 | | wardrobe | 0.2675 | 0.8675 | 0.1633 | 0.5904 | | washbasin | 0.0472 | 0.3333 | 0.0460 | 0.2000 | | washing machine | 0.2954 | 0.9643 | 0.2707 | 0.7500 | | water heater | 0.5385 | 1.0000 | 0.5385 | 1.0000 | | window | 0.2406 | 0.7470 | 0.0257 | 0.2515 | | window frame | 0.0566 | 0.6869 | 0.0084 | 0.3030 | | windowsill | 0.0908 | 0.5870 | 0.0096 | 0.1957 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | copier | 0.6398 | 0.9167 | 0.4567 | 0.7500 | | crate | 0.2296 | 1.0000 | 0.1947 | 0.8571 | | dish rack | 0.0712 | 0.6000 | 0.0667 | 0.2000 | | pad | 0.0006 | 0.3333 | 0.0000 | 0.0000 | | pan | 0.0041 | 0.2941 | 0.0006 | 0.0588 | | price tag | 0.0007 | 0.2857 | 0.0002 | 0.1429 | | salt | 0.6667 | 1.0000 | 0.0455 | 0.5000 | | bicycle | 0.3807 | 1.0000 | 0.1112 | 0.5000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fireplace | 0.2423 | 0.7857 | 0.0195 | 0.1429 | | footstool | 0.0027 | 0.5000 | 0.0027 | 0.5000 | | player | 0.0104 | 0.2500 | 0.0104 | 0.2500 | | statue | 0.0665 | 0.6842 | 0.0159 | 0.3158 | | water cooler | 0.5135 | 1.0000 | 0.5135 | 1.0000 | | arch | 0.0028 | 0.5333 | 0.0014 | 0.2333 | | beanbag | 0.3542 | 1.0000 | 0.3542 | 1.0000 | | candlestick | 0.3056 | 1.0000 | 0.2222 | 0.6667 | | cart | 0.0320 | 0.7500 | 0.0233 | 0.5000 | | computer | 0.2762 | 0.8475 | 0.0778 | 0.3898 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | excercise equipment | 0.1809 | 0.8000 | 0.0350 | 0.3500 | | fan | 0.3896 | 0.8125 | 0.0058 | 0.1719 | | globe | 0.0034 | 1.0000 | 0.0034 | 1.0000 | | guitar | 0.1985 | 0.6667 | 0.1086 | 0.3333 | | kitchen island | 0.4078 | 0.8571 | 0.4078 | 0.8571 | | luggage | 0.0736 | 1.0000 | 0.0589 | 0.6667 | | monitor | 0.6880 | 0.8814 | 0.2549 | 0.5706 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ottoman | 0.1818 | 0.8889 | 0.1674 | 0.7778 | | piano | 0.3409 | 0.8000 | 0.3377 | 0.6000 | | pool table | 0.0256 | 0.3333 | 0.0256 | 0.3333 | | projector | 0.0028 | 0.5000 | 0.0000 | 0.0000 | | remote control | 0.0047 | 0.0714 | 0.0000 | 0.0000 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | speaker | 0.0089 | 0.4545 | 0.0032 | 0.3636 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sunglasses | 0.0342 | 0.6154 | 0.0008 | 0.1538 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | vase | 0.0420 | 0.6400 | 0.0213 | 0.3800 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coat hanger | 0.0238 | 1.0000 | 0.0000 | 0.0000 | | garage door | 0.0084 | 0.5000 | 0.0004 | 0.1667 | | headboard | 0.0818 | 0.7500 | 0.0149 | 0.2500 | | keyboard | 0.2133 | 0.3659 | 0.0061 | 0.0122 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cube | 0.0769 | 1.0000 | 0.0769 | 1.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | fence | 0.0074 | 0.3333 | 0.0017 | 0.0833 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | menu | 0.1458 | 0.4286 | 0.0000 | 0.0000 | | sack | 0.6212 | 1.0000 | 0.3530 | 0.7143 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tablet | 0.0061 | 0.5000 | 0.0061 | 0.5000 | | bread | 0.0391 | 0.4000 | 0.0000 | 0.0000 | | coffee maker | 0.2326 | 0.7931 | 0.0915 | 0.4138 | | coil | 0.0833 | 0.1667 | 0.0000 | 0.0000 | | device | 0.0973 | 0.4545 | 0.0909 | 0.0909 | | headphones | 0.0677 | 0.8000 | 0.0000 | 0.0000 | | humidifier | 0.1714 | 1.0000 | 0.0000 | 0.0000 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | teapot | 0.0051 | 0.6667 | 0.0004 | 0.2222 | | tray | 0.0051 | 0.5714 | 0.0015 | 0.2857 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | range hood | 0.3694 | 0.7857 | 0.0099 | 0.1429 | | can | 0.0126 | 0.3333 | 0.0064 | 0.0833 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.2222 | 0.6667 | 0.2222 | 0.6667 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | tool | 0.0006 | 0.1667 | 0.0006 | 0.1667 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.7803 | 1.0000 | 0.5227 | 0.7500 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1522 | 0.5223 | 0.0813 | 0.2666 | +---------------------+---------+---------+---------+---------+ 2024/02/27 10:50:44 - mmengine - INFO - +-----------------+---------+---------+---------+---------+ | head_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +-----------------+---------+---------+---------+---------+ | chair | 0.8474 | 0.9332 | 0.7238 | 0.8301 | | picture | 0.1685 | 0.4281 | 0.0280 | 0.1232 | | door | 0.3785 | 0.8276 | 0.0545 | 0.3756 | | pillow | 0.5580 | 0.8787 | 0.1640 | 0.4170 | | cabinet | 0.2879 | 0.8861 | 0.1572 | 0.5833 | | table | 0.5884 | 0.9008 | 0.5180 | 0.7890 | | book | 0.1897 | 0.5007 | 0.0536 | 0.1706 | | window | 0.2406 | 0.7470 | 0.0257 | 0.2515 | | box | 0.1811 | 0.6211 | 0.0616 | 0.3066 | | doorframe | 0.4145 | 0.8961 | 0.1688 | 0.6109 | | shelf | 0.3959 | 0.8022 | 0.1717 | 0.4460 | | light | 0.0482 | 0.2756 | 0.0049 | 0.0705 | | plant | 0.3327 | 0.8037 | 0.1003 | 0.3811 | | paper | 0.0126 | 0.1373 | 0.0016 | 0.0478 | | bin | 0.6279 | 0.9150 | 0.4965 | 0.7564 | | curtain | 0.4197 | 0.8705 | 0.0624 | 0.4458 | | bottle | 0.0257 | 0.3175 | 0.0031 | 0.0808 | | lamp | 0.4311 | 0.7254 | 0.2180 | 0.3791 | | couch | 0.6563 | 0.9050 | 0.5496 | 0.7769 | | towel | 0.3355 | 0.6497 | 0.1450 | 0.2993 | | sink | 0.6995 | 0.8958 | 0.3220 | 0.4875 | | socket | 0.0010 | 0.0276 | 0.0000 | 0.0000 | | clothes | 0.2222 | 0.7006 | 0.0669 | 0.3185 | | desk | 0.5489 | 0.9205 | 0.4019 | 0.7500 | | stand | 0.5982 | 0.9268 | 0.5319 | 0.7866 | | monitor | 0.6880 | 0.8814 | 0.2549 | 0.5706 | | stool | 0.2811 | 0.8235 | 0.2455 | 0.6387 | | mirror | 0.2141 | 0.7735 | 0.0287 | 0.1878 | | case | 0.0682 | 0.4181 | 0.0472 | 0.1751 | | decoration | 0.0243 | 0.5071 | 0.0049 | 0.1571 | | bag | 0.0852 | 0.7697 | 0.0356 | 0.4438 | | bed | 0.8719 | 0.9408 | 0.6107 | 0.7456 | | cup | 0.0077 | 0.2203 | 0.0004 | 0.0424 | | switch | 0.0011 | 0.0392 | 0.0000 | 0.0065 | | shoe | 0.1488 | 0.4299 | 0.0482 | 0.1402 | | toilet | 0.8546 | 0.8955 | 0.7725 | 0.8060 | | counter | 0.1471 | 0.6147 | 0.0145 | 0.1651 | | tv | 0.3971 | 0.8416 | 0.1555 | 0.4851 | | backpack | 0.3700 | 0.8710 | 0.2096 | 0.6129 | | carpet | 0.0271 | 0.1905 | 0.0010 | 0.0238 | | basket | 0.1335 | 0.7565 | 0.0705 | 0.4696 | | cushion | 0.0461 | 0.7255 | 0.0044 | 0.1961 | | window frame | 0.0566 | 0.6869 | 0.0084 | 0.3030 | | rail | 0.0292 | 0.6406 | 0.0008 | 0.0469 | | blanket | 0.3012 | 0.8500 | 0.0587 | 0.2800 | | blackboard | 0.3675 | 0.7949 | 0.0662 | 0.3205 | | radiator | 0.3745 | 0.8636 | 0.1773 | 0.5341 | | toilet paper | 0.3282 | 0.6774 | 0.0769 | 0.2258 | | bench | 0.3936 | 0.8491 | 0.2664 | 0.6415 | | keyboard | 0.2133 | 0.3659 | 0.0061 | 0.0122 | | board | 0.0515 | 0.7742 | 0.0092 | 0.3548 | | stairs | 0.0673 | 0.5278 | 0.0206 | 0.1389 | | plate | 0.0250 | 0.4231 | 0.0070 | 0.1538 | | refrigerator | 0.4052 | 0.9000 | 0.3287 | 0.7400 | | frame | 0.0374 | 0.4286 | 0.0055 | 0.0816 | | wardrobe | 0.2675 | 0.8675 | 0.1633 | 0.5904 | | telephone | 0.0661 | 0.3667 | 0.0325 | 0.2000 | | vase | 0.0420 | 0.6400 | 0.0213 | 0.3800 | | heater | 0.3189 | 0.8793 | 0.1347 | 0.5172 | | computer | 0.2762 | 0.8475 | 0.0778 | 0.3898 | | windowsill | 0.0908 | 0.5870 | 0.0096 | 0.1957 | | bathtub | 0.8463 | 0.8769 | 0.7251 | 0.7692 | | ottoman | 0.1818 | 0.8889 | 0.1674 | 0.7778 | | toy | 0.0094 | 0.5303 | 0.0006 | 0.1667 | | column | 0.0185 | 0.5789 | 0.0009 | 0.1842 | | rack | 0.0241 | 0.7115 | 0.0139 | 0.4423 | | clock | 0.0417 | 0.4255 | 0.0143 | 0.1489 | | dresser | 0.3570 | 0.9444 | 0.3352 | 0.8889 | | faucet | 0.0288 | 0.3191 | 0.0007 | 0.0638 | | commode | 0.2267 | 0.9423 | 0.2145 | 0.7885 | | flowerpot | 0.0262 | 0.5882 | 0.0146 | 0.2745 | | bucket | 0.0695 | 0.7949 | 0.0476 | 0.6410 | | kitchenware | 0.0830 | 0.5217 | 0.0051 | 0.1304 | | bowl | 0.0831 | 0.4638 | 0.0191 | 0.2029 | | dispenser | 0.5574 | 0.8636 | 0.4016 | 0.5682 | | mouse | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | microwave | 0.3681 | 0.7755 | 0.2716 | 0.6327 | | container | 0.0060 | 0.6102 | 0.0025 | 0.3390 | | stove | 0.2869 | 0.7778 | 0.1967 | 0.3611 | | fan | 0.3896 | 0.8125 | 0.0058 | 0.1719 | | pot | 0.1654 | 0.6296 | 0.1151 | 0.3704 | | blinds | 0.0273 | 0.6000 | 0.0064 | 0.1800 | | shower | 0.0275 | 0.4333 | 0.0220 | 0.2333 | | mat | 0.0052 | 0.2162 | 0.0000 | 0.0000 | | laptop | 0.2566 | 0.6957 | 0.0930 | 0.3043 | | remote control | 0.0047 | 0.0714 | 0.0000 | 0.0000 | | washing machine | 0.2954 | 0.9643 | 0.2707 | 0.7500 | | tissue box | 0.0123 | 0.6250 | 0.0051 | 0.3125 | | pillar | 0.3767 | 0.7674 | 0.1744 | 0.4419 | | printer | 0.3953 | 0.8571 | 0.3212 | 0.6531 | +-----------------+---------+---------+---------+---------+ | Overall | 0.2495 | 0.6605 | 0.1383 | 0.3695 | +-----------------+---------+---------+---------+---------+ 2024/02/27 10:50:44 - mmengine - INFO - +---------------------+---------+---------+---------+---------+ | common_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +---------------------+---------+---------+---------+---------+ | poster | 0.1019 | 0.1515 | 0.0025 | 0.0152 | | oven | 0.2587 | 0.7500 | 0.0828 | 0.2500 | | fireplace | 0.2423 | 0.7857 | 0.0195 | 0.1429 | | roof | 0.0035 | 0.3333 | 0.0001 | 0.0833 | | washbasin | 0.0472 | 0.3333 | 0.0460 | 0.2000 | | statue | 0.0665 | 0.6842 | 0.0159 | 0.3158 | | jacket | 0.4959 | 0.9583 | 0.2869 | 0.5833 | | pipe | 0.0023 | 0.2692 | 0.0001 | 0.0769 | | drawer | 0.0040 | 0.8333 | 0.0021 | 0.5556 | | sign | 0.0135 | 0.4000 | 0.0115 | 0.2000 | | countertop | 0.0637 | 0.4643 | 0.0000 | 0.0000 | | vanity | 0.6190 | 0.9286 | 0.4624 | 0.7857 | | soap dispenser | 0.6794 | 0.9259 | 0.4195 | 0.5556 | | vent | 0.0001 | 0.0833 | 0.0000 | 0.0000 | | clothes dryer | 0.1059 | 0.9333 | 0.0336 | 0.6000 | | rod | 0.0090 | 0.1000 | 0.0000 | 0.0000 | | stopcock | 0.0205 | 0.2222 | 0.0000 | 0.0000 | | speaker | 0.0089 | 0.4545 | 0.0032 | 0.3636 | | bar | 0.0669 | 0.1000 | 0.0000 | 0.0000 | | jar | 0.0176 | 0.5385 | 0.0126 | 0.2308 | | tissue | 0.0816 | 0.4615 | 0.0011 | 0.0769 | | candle | 0.0095 | 0.3333 | 0.0005 | 0.1111 | | coffee maker | 0.2326 | 0.7931 | 0.0915 | 0.4138 | | beam | 0.0057 | 0.0455 | 0.0000 | 0.0000 | | range hood | 0.3694 | 0.7857 | 0.0099 | 0.1429 | | kettle | 0.0292 | 0.6667 | 0.0037 | 0.2222 | | file | 0.0972 | 0.5588 | 0.0569 | 0.2059 | | plug | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | alarm | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bicycle | 0.3807 | 1.0000 | 0.1112 | 0.5000 | | purse | 0.0008 | 0.6667 | 0.0006 | 0.3333 | | toiletry | 0.0082 | 0.3913 | 0.0004 | 0.0435 | | brush | 0.0238 | 0.3571 | 0.0002 | 0.0714 | | pen | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ball | 0.3209 | 0.6667 | 0.2828 | 0.5714 | | soap dish | 0.1001 | 0.6000 | 0.0454 | 0.2667 | | basin | 0.0031 | 0.4118 | 0.0027 | 0.0588 | | dumbbell | 0.0015 | 0.3333 | 0.0000 | 0.0000 | | tube | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stall | 0.3995 | 1.0000 | 0.2958 | 0.4118 | | hanger | 0.0000 | 0.0833 | 0.0000 | 0.0000 | | chandelier | 0.1772 | 0.6190 | 0.0544 | 0.2857 | | copier | 0.6398 | 0.9167 | 0.4567 | 0.7500 | | hamper | 0.1848 | 1.0000 | 0.1760 | 0.9091 | | notebook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | dishwasher | 0.0112 | 0.8000 | 0.0000 | 0.0000 | | pan | 0.0041 | 0.2941 | 0.0006 | 0.0588 | | teapot | 0.0051 | 0.6667 | 0.0004 | 0.2222 | | vacuum cleaner | 0.1238 | 0.8571 | 0.0400 | 0.5714 | | hat | 0.0000 | 0.1111 | 0.0000 | 0.0000 | | folder | 0.0985 | 0.5714 | 0.0714 | 0.0714 | | fire extinguisher | 0.0011 | 0.2000 | 0.0000 | 0.0000 | | air conditioner | 0.3346 | 0.6000 | 0.3346 | 0.6000 | | piano | 0.3409 | 0.8000 | 0.3377 | 0.6000 | | wine | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | ladder | 0.0741 | 0.6471 | 0.0455 | 0.4118 | | scale | 0.1994 | 0.4545 | 0.1994 | 0.4545 | | tray | 0.0051 | 0.5714 | 0.0015 | 0.2857 | | ledge | 0.0086 | 0.5000 | 0.0072 | 0.1667 | | pack | 0.0540 | 0.8000 | 0.0037 | 0.2000 | | machine | 0.0981 | 1.0000 | 0.0331 | 0.5263 | | guitar | 0.1985 | 0.6667 | 0.1086 | 0.3333 | | doorway | 0.0008 | 0.5556 | 0.0000 | 0.0000 | | food | 0.0024 | 0.2727 | 0.0007 | 0.0909 | | excercise equipment | 0.1809 | 0.8000 | 0.0350 | 0.3500 | | furniture | 0.0006 | 0.5000 | 0.0002 | 0.3333 | | sack | 0.6212 | 1.0000 | 0.3530 | 0.7143 | | crate | 0.2296 | 1.0000 | 0.1947 | 0.8571 | | person | 0.0151 | 0.5000 | 0.0020 | 0.3333 | | footstool | 0.0027 | 0.5000 | 0.0027 | 0.5000 | | conducting wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | arch | 0.0028 | 0.5333 | 0.0014 | 0.2333 | | cart | 0.0320 | 0.7500 | 0.0233 | 0.5000 | | paper cutter | 0.2931 | 0.8333 | 0.0000 | 0.0000 | | roll | 0.2093 | 0.4000 | 0.0008 | 0.1000 | | garbage | 0.0612 | 0.8750 | 0.0315 | 0.7500 | | screen | 0.0000 | 0.2000 | 0.0000 | 0.0000 | | fruit | 0.1085 | 0.3571 | 0.0185 | 0.2143 | | handle | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | molding | 0.0002 | 1.0000 | 0.0000 | 0.0000 | | soap | 0.0058 | 0.3333 | 0.0043 | 0.1667 | | beanbag | 0.3542 | 1.0000 | 0.3542 | 1.0000 | | umbrella | 0.0032 | 0.4000 | 0.0009 | 0.2000 | | fence | 0.0074 | 0.3333 | 0.0017 | 0.0833 | | calendar | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | trophy | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | headboard | 0.0818 | 0.7500 | 0.0149 | 0.2500 | | dish rack | 0.0712 | 0.6000 | 0.0667 | 0.2000 | | hair dryer | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | holder | 0.1073 | 0.5556 | 0.0092 | 0.2222 | | sunglasses | 0.0342 | 0.6154 | 0.0008 | 0.1538 | | headphones | 0.0677 | 0.8000 | 0.0000 | 0.0000 | +---------------------+---------+---------+---------+---------+ | Overall | 0.1081 | 0.5103 | 0.0575 | 0.2401 | +---------------------+---------+---------+---------+---------+ 2024/02/27 10:50:44 - mmengine - INFO - +----------------+---------+---------+---------+---------+ | tail_classes | AP_0.25 | AR_0.25 | AP_0.50 | AR_0.50 | +----------------+---------+---------+---------+---------+ | mailbox | 0.0537 | 0.8000 | 0.0013 | 0.6000 | | toaster | 0.0085 | 0.6000 | 0.0056 | 0.5000 | | water cooler | 0.5135 | 1.0000 | 0.5135 | 1.0000 | | toothbrush | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | broom | 0.0014 | 0.2857 | 0.0001 | 0.0714 | | device | 0.0973 | 0.4545 | 0.0909 | 0.0909 | | wrap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | grab bar | 0.4247 | 0.7500 | 0.0000 | 0.0000 | | plunger | 0.8126 | 1.0000 | 0.0182 | 0.2000 | | kitchen island | 0.4078 | 0.8571 | 0.4078 | 0.8571 | | toothpaste | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | can | 0.0126 | 0.3333 | 0.0064 | 0.0833 | | tool | 0.0006 | 0.1667 | 0.0006 | 0.1667 | | partition | 0.0062 | 0.6667 | 0.0000 | 0.0000 | | banister | 0.0025 | 0.6000 | 0.0000 | 0.0000 | | seasoning | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | shampoo | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pitcher | 0.0183 | 0.6667 | 0.0046 | 0.3333 | | menu | 0.1458 | 0.4286 | 0.0000 | 0.0000 | | eraser | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | price tag | 0.0007 | 0.2857 | 0.0002 | 0.1429 | | projector | 0.0028 | 0.5000 | 0.0000 | 0.0000 | | album | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | luggage | 0.0736 | 1.0000 | 0.0589 | 0.6667 | | cube | 0.0769 | 1.0000 | 0.0769 | 1.0000 | | hook | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pad | 0.0006 | 0.3333 | 0.0000 | 0.0000 | | helmets | 0.0017 | 1.0000 | 0.0002 | 0.3333 | | balcony | 0.0023 | 1.0000 | 0.0000 | 0.0000 | | barricade | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | magazine | 0.2002 | 0.4000 | 0.0000 | 0.0000 | | spoon | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | structure | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | thermostat | 0.0076 | 0.1667 | 0.0000 | 0.0000 | | bidet | 0.5556 | 0.6667 | 0.3333 | 0.3333 | | candlestick | 0.3056 | 1.0000 | 0.2222 | 0.6667 | | drum | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | mattress | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | napkins | 0.2222 | 0.6667 | 0.2222 | 0.6667 | | tablet | 0.0061 | 0.5000 | 0.0061 | 0.5000 | | garage door | 0.0084 | 0.5000 | 0.0004 | 0.1667 | | adhesive tape | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | glove | 0.1444 | 0.6667 | 0.0167 | 0.3333 | | jalousie | 0.0318 | 1.0000 | 0.0157 | 1.0000 | | mop | 0.0051 | 0.3333 | 0.0000 | 0.0000 | | shovel | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stapler | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | treadmill | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | coil | 0.0833 | 0.1667 | 0.0000 | 0.0000 | | grass | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | wood | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | bread | 0.0391 | 0.4000 | 0.0000 | 0.0000 | | globe | 0.0034 | 1.0000 | 0.0034 | 1.0000 | | knife | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | baseboard | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool table | 0.0256 | 0.3333 | 0.0256 | 0.3333 | | car | 0.0308 | 0.7143 | 0.0000 | 0.0000 | | map | 0.0012 | 0.5000 | 0.0000 | 0.0000 | | radio | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | duct | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | stick | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | flush | 0.6667 | 1.0000 | 0.0000 | 0.0000 | | wire | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | player | 0.0104 | 0.2500 | 0.0104 | 0.2500 | | salt | 0.6667 | 1.0000 | 0.0455 | 0.5000 | | sheet | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | support | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | humidifier | 0.1714 | 1.0000 | 0.0000 | 0.0000 | | scissors | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | water heater | 0.5385 | 1.0000 | 0.5385 | 1.0000 | | cosmetics | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | body loofah | 0.0021 | 0.5000 | 0.0000 | 0.0000 | | label | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | sponge | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | pool | 0.1696 | 1.0000 | 0.1667 | 0.5000 | | cap | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | crib | 0.4074 | 1.0000 | 0.4074 | 1.0000 | | dvd | 0.0000 | 0.0000 | 0.0000 | 0.0000 | | letter | 0.7803 | 1.0000 | 0.5227 | 0.7500 | | coat hanger | 0.0238 | 1.0000 | 0.0000 | 0.0000 | | door knob | 0.0000 | 0.0000 | 0.0000 | 0.0000 | +----------------+---------+---------+---------+---------+ | Overall | 0.0948 | 0.3841 | 0.0454 | 0.1835 | +----------------+---------+---------+---------+---------+ 2024/02/27 10:50:46 - mmengine - INFO - Epoch(val) [12][103/103] adhesive tape_AP_0.25: 0.0000 air conditioner_AP_0.25: 0.3346 album_AP_0.25: 0.0000 backpack_AP_0.25: 0.3700 bag_AP_0.25: 0.0852 ball_AP_0.25: 0.3209 banister_AP_0.25: 0.0025 bar_AP_0.25: 0.0669 barricade_AP_0.25: 0.0000 basin_AP_0.25: 0.0031 basket_AP_0.25: 0.1335 bathtub_AP_0.25: 0.8463 beam_AP_0.25: 0.0057 beanbag_AP_0.25: 0.3542 bed_AP_0.25: 0.8719 bench_AP_0.25: 0.3936 bicycle_AP_0.25: 0.3807 bidet_AP_0.25: 0.5556 bin_AP_0.25: 0.6279 blackboard_AP_0.25: 0.3675 blanket_AP_0.25: 0.3012 blinds_AP_0.25: 0.0273 board_AP_0.25: 0.0515 body loofah_AP_0.25: 0.0021 book_AP_0.25: 0.1897 bottle_AP_0.25: 0.0257 bowl_AP_0.25: 0.0831 box_AP_0.25: 0.1811 bread_AP_0.25: 0.0391 broom_AP_0.25: 0.0014 brush_AP_0.25: 0.0238 bucket_AP_0.25: 0.0695 cabinet_AP_0.25: 0.2879 calendar_AP_0.25: 0.0000 can_AP_0.25: 0.0126 candle_AP_0.25: 0.0095 candlestick_AP_0.25: 0.3056 car_AP_0.25: 0.0308 carpet_AP_0.25: 0.0271 cart_AP_0.25: 0.0320 case_AP_0.25: 0.0682 chair_AP_0.25: 0.8474 chandelier_AP_0.25: 0.1772 clock_AP_0.25: 0.0417 clothes_AP_0.25: 0.2222 clothes dryer_AP_0.25: 0.1059 coffee maker_AP_0.25: 0.2326 column_AP_0.25: 0.0185 commode_AP_0.25: 0.2267 computer_AP_0.25: 0.2762 conducting wire_AP_0.25: 0.0000 container_AP_0.25: 0.0060 copier_AP_0.25: 0.6398 cosmetics_AP_0.25: 0.0000 couch_AP_0.25: 0.6563 counter_AP_0.25: 0.1471 countertop_AP_0.25: 0.0637 crate_AP_0.25: 0.2296 crib_AP_0.25: 0.4074 cube_AP_0.25: 0.0769 cup_AP_0.25: 0.0077 curtain_AP_0.25: 0.4197 cushion_AP_0.25: 0.0461 decoration_AP_0.25: 0.0243 desk_AP_0.25: 0.5489 device_AP_0.25: 0.0973 dish rack_AP_0.25: 0.0712 dishwasher_AP_0.25: 0.0112 dispenser_AP_0.25: 0.5574 door_AP_0.25: 0.3785 doorframe_AP_0.25: 0.4145 doorway_AP_0.25: 0.0008 drawer_AP_0.25: 0.0040 dresser_AP_0.25: 0.3570 dumbbell_AP_0.25: 0.0015 dvd_AP_0.25: 0.0000 excercise equipment_AP_0.25: 0.1809 fan_AP_0.25: 0.3896 faucet_AP_0.25: 0.0288 fence_AP_0.25: 0.0074 file_AP_0.25: 0.0972 fire extinguisher_AP_0.25: 0.0011 fireplace_AP_0.25: 0.2423 flowerpot_AP_0.25: 0.0262 folder_AP_0.25: 0.0985 food_AP_0.25: 0.0024 footstool_AP_0.25: 0.0027 frame_AP_0.25: 0.0374 fruit_AP_0.25: 0.1085 furniture_AP_0.25: 0.0006 garage door_AP_0.25: 0.0084 garbage_AP_0.25: 0.0612 globe_AP_0.25: 0.0034 guitar_AP_0.25: 0.1985 hair dryer_AP_0.25: 0.0000 hamper_AP_0.25: 0.1848 hanger_AP_0.25: 0.0000 hat_AP_0.25: 0.0000 headboard_AP_0.25: 0.0818 headphones_AP_0.25: 0.0677 heater_AP_0.25: 0.3189 helmets_AP_0.25: 0.0017 holder_AP_0.25: 0.1073 jacket_AP_0.25: 0.4959 jalousie_AP_0.25: 0.0318 jar_AP_0.25: 0.0176 kettle_AP_0.25: 0.0292 keyboard_AP_0.25: 0.2133 kitchen island_AP_0.25: 0.4078 kitchenware_AP_0.25: 0.0830 ladder_AP_0.25: 0.0741 lamp_AP_0.25: 0.4311 laptop_AP_0.25: 0.2566 letter_AP_0.25: 0.7803 light_AP_0.25: 0.0482 luggage_AP_0.25: 0.0736 machine_AP_0.25: 0.0981 magazine_AP_0.25: 0.2002 mailbox_AP_0.25: 0.0537 mat_AP_0.25: 0.0052 menu_AP_0.25: 0.1458 microwave_AP_0.25: 0.3681 mirror_AP_0.25: 0.2141 monitor_AP_0.25: 0.6880 mop_AP_0.25: 0.0051 mouse_AP_0.25: 0.0000 napkins_AP_0.25: 0.2222 notebook_AP_0.25: 0.0000 ottoman_AP_0.25: 0.1818 oven_AP_0.25: 0.2587 pack_AP_0.25: 0.0540 pan_AP_0.25: 0.0041 paper_AP_0.25: 0.0126 paper cutter_AP_0.25: 0.2931 partition_AP_0.25: 0.0062 person_AP_0.25: 0.0151 piano_AP_0.25: 0.3409 picture_AP_0.25: 0.1685 pillar_AP_0.25: 0.3767 pillow_AP_0.25: 0.5580 pipe_AP_0.25: 0.0023 pitcher_AP_0.25: 0.0183 plant_AP_0.25: 0.3327 plate_AP_0.25: 0.0250 player_AP_0.25: 0.0104 plunger_AP_0.25: 0.8126 pool_AP_0.25: 0.1696 pool table_AP_0.25: 0.0256 poster_AP_0.25: 0.1019 pot_AP_0.25: 0.1654 price tag_AP_0.25: 0.0007 printer_AP_0.25: 0.3953 projector_AP_0.25: 0.0028 purse_AP_0.25: 0.0008 rack_AP_0.25: 0.0241 radiator_AP_0.25: 0.3745 radio_AP_0.25: 0.0000 rail_AP_0.25: 0.0292 range hood_AP_0.25: 0.3694 refrigerator_AP_0.25: 0.4052 remote control_AP_0.25: 0.0047 roll_AP_0.25: 0.2093 roof_AP_0.25: 0.0035 sack_AP_0.25: 0.6212 scale_AP_0.25: 0.1994 screen_AP_0.25: 0.0000 sheet_AP_0.25: 0.0000 shelf_AP_0.25: 0.3959 shoe_AP_0.25: 0.1488 shower_AP_0.25: 0.0275 sign_AP_0.25: 0.0135 sink_AP_0.25: 0.6995 soap dish_AP_0.25: 0.1001 soap dispenser_AP_0.25: 0.6794 socket_AP_0.25: 0.0010 speaker_AP_0.25: 0.0089 stairs_AP_0.25: 0.0673 stall_AP_0.25: 0.3995 stand_AP_0.25: 0.5982 stapler_AP_0.25: 0.0000 statue_AP_0.25: 0.0665 stick_AP_0.25: 0.0000 stool_AP_0.25: 0.2811 stopcock_AP_0.25: 0.0205 stove_AP_0.25: 0.2869 structure_AP_0.25: 0.0000 support_AP_0.25: 0.0000 switch_AP_0.25: 0.0011 table_AP_0.25: 0.5884 tablet_AP_0.25: 0.0061 teapot_AP_0.25: 0.0051 telephone_AP_0.25: 0.0661 tissue_AP_0.25: 0.0816 tissue box_AP_0.25: 0.0123 toaster_AP_0.25: 0.0085 toilet_AP_0.25: 0.8546 toilet paper_AP_0.25: 0.3282 toiletry_AP_0.25: 0.0082 towel_AP_0.25: 0.3355 toy_AP_0.25: 0.0094 tray_AP_0.25: 0.0051 treadmill_AP_0.25: 0.0000 tube_AP_0.25: 0.0000 tv_AP_0.25: 0.3971 umbrella_AP_0.25: 0.0032 vacuum cleaner_AP_0.25: 0.1238 vanity_AP_0.25: 0.6190 vase_AP_0.25: 0.0420 wardrobe_AP_0.25: 0.2675 washbasin_AP_0.25: 0.0472 washing machine_AP_0.25: 0.2954 water cooler_AP_0.25: 0.5135 water heater_AP_0.25: 0.5385 window_AP_0.25: 0.2406 window frame_AP_0.25: 0.0566 windowsill_AP_0.25: 0.0908 wrap_AP_0.25: 0.0000 balcony_AP_0.25: 0.0023 baseboard_AP_0.25: 0.0000 coat hanger_AP_0.25: 0.0238 coil_AP_0.25: 0.0833 glass_AP_0.25: 0.0000 grab bar_AP_0.25: 0.4247 humidifier_AP_0.25: 0.1714 ledge_AP_0.25: 0.0086 salt_AP_0.25: 0.6667 shampoo_AP_0.25: 0.0000 tool_AP_0.25: 0.0006 arch_AP_0.25: 0.0028 glove_AP_0.25: 0.1444 wire_AP_0.25: 0.0000 drum_AP_0.25: 0.0000 mattress_AP_0.25: 0.0000 plug_AP_0.25: 0.0000 vent_AP_0.25: 0.0001 eraser_AP_0.25: 0.0000 map_AP_0.25: 0.0012 pad_AP_0.25: 0.0006 wood_AP_0.25: 0.0000 trophy_AP_0.25: 0.0000 pen_AP_0.25: 0.0000 rod_AP_0.25: 0.0090 wine_AP_0.25: 0.0000 grass_AP_0.25: 0.0000 handle_AP_0.25: 0.0000 flush_AP_0.25: 0.6667 scissors_AP_0.25: 0.0000 sunglasses_AP_0.25: 0.0342 duct_AP_0.25: 0.0000 knife_AP_0.25: 0.0000 sponge_AP_0.25: 0.0000 toothbrush_AP_0.25: 0.0000 toothpaste_AP_0.25: 0.0000 soap_AP_0.25: 0.0058 seasoning_AP_0.25: 0.0000 spoon_AP_0.25: 0.0000 alarm_AP_0.25: 0.0000 cap_AP_0.25: 0.0000 door knob_AP_0.25: 0.0000 label_AP_0.25: 0.0000 hook_AP_0.25: 0.0000 molding_AP_0.25: 0.0002 shovel_AP_0.25: 0.0000 thermostat_AP_0.25: 0.0076 mAP_0.25: 0.1522 adhesive tape_rec_0.25: 0.0000 air conditioner_rec_0.25: 0.6000 album_rec_0.25: 0.0000 backpack_rec_0.25: 0.8710 bag_rec_0.25: 0.7697 ball_rec_0.25: 0.6667 banister_rec_0.25: 0.6000 bar_rec_0.25: 0.1000 barricade_rec_0.25: 0.0000 basin_rec_0.25: 0.4118 basket_rec_0.25: 0.7565 bathtub_rec_0.25: 0.8769 beam_rec_0.25: 0.0455 beanbag_rec_0.25: 1.0000 bed_rec_0.25: 0.9408 bench_rec_0.25: 0.8491 bicycle_rec_0.25: 1.0000 bidet_rec_0.25: 0.6667 bin_rec_0.25: 0.9150 blackboard_rec_0.25: 0.7949 blanket_rec_0.25: 0.8500 blinds_rec_0.25: 0.6000 board_rec_0.25: 0.7742 body loofah_rec_0.25: 0.5000 book_rec_0.25: 0.5007 bottle_rec_0.25: 0.3175 bowl_rec_0.25: 0.4638 box_rec_0.25: 0.6211 bread_rec_0.25: 0.4000 broom_rec_0.25: 0.2857 brush_rec_0.25: 0.3571 bucket_rec_0.25: 0.7949 cabinet_rec_0.25: 0.8861 calendar_rec_0.25: 0.0000 can_rec_0.25: 0.3333 candle_rec_0.25: 0.3333 candlestick_rec_0.25: 1.0000 car_rec_0.25: 0.7143 carpet_rec_0.25: 0.1905 cart_rec_0.25: 0.7500 case_rec_0.25: 0.4181 chair_rec_0.25: 0.9332 chandelier_rec_0.25: 0.6190 clock_rec_0.25: 0.4255 clothes_rec_0.25: 0.7006 clothes dryer_rec_0.25: 0.9333 coffee maker_rec_0.25: 0.7931 column_rec_0.25: 0.5789 commode_rec_0.25: 0.9423 computer_rec_0.25: 0.8475 conducting wire_rec_0.25: 0.0000 container_rec_0.25: 0.6102 copier_rec_0.25: 0.9167 cosmetics_rec_0.25: 0.0000 couch_rec_0.25: 0.9050 counter_rec_0.25: 0.6147 countertop_rec_0.25: 0.4643 crate_rec_0.25: 1.0000 crib_rec_0.25: 1.0000 cube_rec_0.25: 1.0000 cup_rec_0.25: 0.2203 curtain_rec_0.25: 0.8705 cushion_rec_0.25: 0.7255 decoration_rec_0.25: 0.5071 desk_rec_0.25: 0.9205 device_rec_0.25: 0.4545 dish rack_rec_0.25: 0.6000 dishwasher_rec_0.25: 0.8000 dispenser_rec_0.25: 0.8636 door_rec_0.25: 0.8276 doorframe_rec_0.25: 0.8961 doorway_rec_0.25: 0.5556 drawer_rec_0.25: 0.8333 dresser_rec_0.25: 0.9444 dumbbell_rec_0.25: 0.3333 dvd_rec_0.25: 0.0000 excercise equipment_rec_0.25: 0.8000 fan_rec_0.25: 0.8125 faucet_rec_0.25: 0.3191 fence_rec_0.25: 0.3333 file_rec_0.25: 0.5588 fire extinguisher_rec_0.25: 0.2000 fireplace_rec_0.25: 0.7857 flowerpot_rec_0.25: 0.5882 folder_rec_0.25: 0.5714 food_rec_0.25: 0.2727 footstool_rec_0.25: 0.5000 frame_rec_0.25: 0.4286 fruit_rec_0.25: 0.3571 furniture_rec_0.25: 0.5000 garage door_rec_0.25: 0.5000 garbage_rec_0.25: 0.8750 globe_rec_0.25: 1.0000 guitar_rec_0.25: 0.6667 hair dryer_rec_0.25: 0.0000 hamper_rec_0.25: 1.0000 hanger_rec_0.25: 0.0833 hat_rec_0.25: 0.1111 headboard_rec_0.25: 0.7500 headphones_rec_0.25: 0.8000 heater_rec_0.25: 0.8793 helmets_rec_0.25: 1.0000 holder_rec_0.25: 0.5556 jacket_rec_0.25: 0.9583 jalousie_rec_0.25: 1.0000 jar_rec_0.25: 0.5385 kettle_rec_0.25: 0.6667 keyboard_rec_0.25: 0.3659 kitchen island_rec_0.25: 0.8571 kitchenware_rec_0.25: 0.5217 ladder_rec_0.25: 0.6471 lamp_rec_0.25: 0.7254 laptop_rec_0.25: 0.6957 letter_rec_0.25: 1.0000 light_rec_0.25: 0.2756 luggage_rec_0.25: 1.0000 machine_rec_0.25: 1.0000 magazine_rec_0.25: 0.4000 mailbox_rec_0.25: 0.8000 mat_rec_0.25: 0.2162 menu_rec_0.25: 0.4286 microwave_rec_0.25: 0.7755 mirror_rec_0.25: 0.7735 monitor_rec_0.25: 0.8814 mop_rec_0.25: 0.3333 mouse_rec_0.25: 0.0000 napkins_rec_0.25: 0.6667 notebook_rec_0.25: 0.0000 ottoman_rec_0.25: 0.8889 oven_rec_0.25: 0.7500 pack_rec_0.25: 0.8000 pan_rec_0.25: 0.2941 paper_rec_0.25: 0.1373 paper cutter_rec_0.25: 0.8333 partition_rec_0.25: 0.6667 person_rec_0.25: 0.5000 piano_rec_0.25: 0.8000 picture_rec_0.25: 0.4281 pillar_rec_0.25: 0.7674 pillow_rec_0.25: 0.8787 pipe_rec_0.25: 0.2692 pitcher_rec_0.25: 0.6667 plant_rec_0.25: 0.8037 plate_rec_0.25: 0.4231 player_rec_0.25: 0.2500 plunger_rec_0.25: 1.0000 pool_rec_0.25: 1.0000 pool table_rec_0.25: 0.3333 poster_rec_0.25: 0.1515 pot_rec_0.25: 0.6296 price tag_rec_0.25: 0.2857 printer_rec_0.25: 0.8571 projector_rec_0.25: 0.5000 purse_rec_0.25: 0.6667 rack_rec_0.25: 0.7115 radiator_rec_0.25: 0.8636 radio_rec_0.25: 0.0000 rail_rec_0.25: 0.6406 range hood_rec_0.25: 0.7857 refrigerator_rec_0.25: 0.9000 remote control_rec_0.25: 0.0714 roll_rec_0.25: 0.4000 roof_rec_0.25: 0.3333 sack_rec_0.25: 1.0000 scale_rec_0.25: 0.4545 screen_rec_0.25: 0.2000 sheet_rec_0.25: 0.0000 shelf_rec_0.25: 0.8022 shoe_rec_0.25: 0.4299 shower_rec_0.25: 0.4333 sign_rec_0.25: 0.4000 sink_rec_0.25: 0.8958 soap dish_rec_0.25: 0.6000 soap dispenser_rec_0.25: 0.9259 socket_rec_0.25: 0.0276 speaker_rec_0.25: 0.4545 stairs_rec_0.25: 0.5278 stall_rec_0.25: 1.0000 stand_rec_0.25: 0.9268 stapler_rec_0.25: 0.0000 statue_rec_0.25: 0.6842 stick_rec_0.25: 0.0000 stool_rec_0.25: 0.8235 stopcock_rec_0.25: 0.2222 stove_rec_0.25: 0.7778 structure_rec_0.25: 0.0000 support_rec_0.25: 0.0000 switch_rec_0.25: 0.0392 table_rec_0.25: 0.9008 tablet_rec_0.25: 0.5000 teapot_rec_0.25: 0.6667 telephone_rec_0.25: 0.3667 tissue_rec_0.25: 0.4615 tissue box_rec_0.25: 0.6250 toaster_rec_0.25: 0.6000 toilet_rec_0.25: 0.8955 toilet paper_rec_0.25: 0.6774 toiletry_rec_0.25: 0.3913 towel_rec_0.25: 0.6497 toy_rec_0.25: 0.5303 tray_rec_0.25: 0.5714 treadmill_rec_0.25: 0.0000 tube_rec_0.25: 0.0000 tv_rec_0.25: 0.8416 umbrella_rec_0.25: 0.4000 vacuum cleaner_rec_0.25: 0.8571 vanity_rec_0.25: 0.9286 vase_rec_0.25: 0.6400 wardrobe_rec_0.25: 0.8675 washbasin_rec_0.25: 0.3333 washing machine_rec_0.25: 0.9643 water cooler_rec_0.25: 1.0000 water heater_rec_0.25: 1.0000 window_rec_0.25: 0.7470 window frame_rec_0.25: 0.6869 windowsill_rec_0.25: 0.5870 wrap_rec_0.25: 0.0000 balcony_rec_0.25: 1.0000 baseboard_rec_0.25: 0.0000 coat hanger_rec_0.25: 1.0000 coil_rec_0.25: 0.1667 glass_rec_0.25: 0.0000 grab bar_rec_0.25: 0.7500 humidifier_rec_0.25: 1.0000 ledge_rec_0.25: 0.5000 salt_rec_0.25: 1.0000 shampoo_rec_0.25: 0.0000 tool_rec_0.25: 0.1667 arch_rec_0.25: 0.5333 glove_rec_0.25: 0.6667 wire_rec_0.25: 0.0000 drum_rec_0.25: 0.0000 mattress_rec_0.25: 0.0000 plug_rec_0.25: 0.0000 vent_rec_0.25: 0.0833 eraser_rec_0.25: 0.0000 map_rec_0.25: 0.5000 pad_rec_0.25: 0.3333 wood_rec_0.25: 0.0000 trophy_rec_0.25: 0.0000 pen_rec_0.25: 0.0000 rod_rec_0.25: 0.1000 wine_rec_0.25: 0.0000 grass_rec_0.25: 0.0000 handle_rec_0.25: 0.0000 flush_rec_0.25: 1.0000 scissors_rec_0.25: 0.0000 sunglasses_rec_0.25: 0.6154 duct_rec_0.25: 0.0000 knife_rec_0.25: 0.0000 sponge_rec_0.25: 0.0000 toothbrush_rec_0.25: 0.0000 toothpaste_rec_0.25: 0.0000 soap_rec_0.25: 0.3333 seasoning_rec_0.25: 0.0000 spoon_rec_0.25: 0.0000 alarm_rec_0.25: 0.0000 cap_rec_0.25: 0.0000 door knob_rec_0.25: 0.0000 label_rec_0.25: 0.0000 hook_rec_0.25: 0.0000 molding_rec_0.25: 1.0000 shovel_rec_0.25: 0.0000 thermostat_rec_0.25: 0.1667 mAR_0.25: 0.5223 adhesive tape_AP_0.50: 0.0000 air conditioner_AP_0.50: 0.3346 album_AP_0.50: 0.0000 backpack_AP_0.50: 0.2096 bag_AP_0.50: 0.0356 ball_AP_0.50: 0.2828 banister_AP_0.50: 0.0000 bar_AP_0.50: 0.0000 barricade_AP_0.50: 0.0000 basin_AP_0.50: 0.0027 basket_AP_0.50: 0.0705 bathtub_AP_0.50: 0.7251 beam_AP_0.50: 0.0000 beanbag_AP_0.50: 0.3542 bed_AP_0.50: 0.6107 bench_AP_0.50: 0.2664 bicycle_AP_0.50: 0.1112 bidet_AP_0.50: 0.3333 bin_AP_0.50: 0.4965 blackboard_AP_0.50: 0.0662 blanket_AP_0.50: 0.0587 blinds_AP_0.50: 0.0064 board_AP_0.50: 0.0092 body loofah_AP_0.50: 0.0000 book_AP_0.50: 0.0536 bottle_AP_0.50: 0.0031 bowl_AP_0.50: 0.0191 box_AP_0.50: 0.0616 bread_AP_0.50: 0.0000 broom_AP_0.50: 0.0001 brush_AP_0.50: 0.0002 bucket_AP_0.50: 0.0476 cabinet_AP_0.50: 0.1572 calendar_AP_0.50: 0.0000 can_AP_0.50: 0.0064 candle_AP_0.50: 0.0005 candlestick_AP_0.50: 0.2222 car_AP_0.50: 0.0000 carpet_AP_0.50: 0.0010 cart_AP_0.50: 0.0233 case_AP_0.50: 0.0472 chair_AP_0.50: 0.7238 chandelier_AP_0.50: 0.0544 clock_AP_0.50: 0.0143 clothes_AP_0.50: 0.0669 clothes dryer_AP_0.50: 0.0336 coffee maker_AP_0.50: 0.0915 column_AP_0.50: 0.0009 commode_AP_0.50: 0.2145 computer_AP_0.50: 0.0778 conducting wire_AP_0.50: 0.0000 container_AP_0.50: 0.0025 copier_AP_0.50: 0.4567 cosmetics_AP_0.50: 0.0000 couch_AP_0.50: 0.5496 counter_AP_0.50: 0.0145 countertop_AP_0.50: 0.0000 crate_AP_0.50: 0.1947 crib_AP_0.50: 0.4074 cube_AP_0.50: 0.0769 cup_AP_0.50: 0.0004 curtain_AP_0.50: 0.0624 cushion_AP_0.50: 0.0044 decoration_AP_0.50: 0.0049 desk_AP_0.50: 0.4019 device_AP_0.50: 0.0909 dish rack_AP_0.50: 0.0667 dishwasher_AP_0.50: 0.0000 dispenser_AP_0.50: 0.4016 door_AP_0.50: 0.0545 doorframe_AP_0.50: 0.1688 doorway_AP_0.50: 0.0000 drawer_AP_0.50: 0.0021 dresser_AP_0.50: 0.3352 dumbbell_AP_0.50: 0.0000 dvd_AP_0.50: 0.0000 excercise equipment_AP_0.50: 0.0350 fan_AP_0.50: 0.0058 faucet_AP_0.50: 0.0007 fence_AP_0.50: 0.0017 file_AP_0.50: 0.0569 fire extinguisher_AP_0.50: 0.0000 fireplace_AP_0.50: 0.0195 flowerpot_AP_0.50: 0.0146 folder_AP_0.50: 0.0714 food_AP_0.50: 0.0007 footstool_AP_0.50: 0.0027 frame_AP_0.50: 0.0055 fruit_AP_0.50: 0.0185 furniture_AP_0.50: 0.0002 garage door_AP_0.50: 0.0004 garbage_AP_0.50: 0.0315 globe_AP_0.50: 0.0034 guitar_AP_0.50: 0.1086 hair dryer_AP_0.50: 0.0000 hamper_AP_0.50: 0.1760 hanger_AP_0.50: 0.0000 hat_AP_0.50: 0.0000 headboard_AP_0.50: 0.0149 headphones_AP_0.50: 0.0000 heater_AP_0.50: 0.1347 helmets_AP_0.50: 0.0002 holder_AP_0.50: 0.0092 jacket_AP_0.50: 0.2869 jalousie_AP_0.50: 0.0157 jar_AP_0.50: 0.0126 kettle_AP_0.50: 0.0037 keyboard_AP_0.50: 0.0061 kitchen island_AP_0.50: 0.4078 kitchenware_AP_0.50: 0.0051 ladder_AP_0.50: 0.0455 lamp_AP_0.50: 0.2180 laptop_AP_0.50: 0.0930 letter_AP_0.50: 0.5227 light_AP_0.50: 0.0049 luggage_AP_0.50: 0.0589 machine_AP_0.50: 0.0331 magazine_AP_0.50: 0.0000 mailbox_AP_0.50: 0.0013 mat_AP_0.50: 0.0000 menu_AP_0.50: 0.0000 microwave_AP_0.50: 0.2716 mirror_AP_0.50: 0.0287 monitor_AP_0.50: 0.2549 mop_AP_0.50: 0.0000 mouse_AP_0.50: 0.0000 napkins_AP_0.50: 0.2222 notebook_AP_0.50: 0.0000 ottoman_AP_0.50: 0.1674 oven_AP_0.50: 0.0828 pack_AP_0.50: 0.0037 pan_AP_0.50: 0.0006 paper_AP_0.50: 0.0016 paper cutter_AP_0.50: 0.0000 partition_AP_0.50: 0.0000 person_AP_0.50: 0.0020 piano_AP_0.50: 0.3377 picture_AP_0.50: 0.0280 pillar_AP_0.50: 0.1744 pillow_AP_0.50: 0.1640 pipe_AP_0.50: 0.0001 pitcher_AP_0.50: 0.0046 plant_AP_0.50: 0.1003 plate_AP_0.50: 0.0070 player_AP_0.50: 0.0104 plunger_AP_0.50: 0.0182 pool_AP_0.50: 0.1667 pool table_AP_0.50: 0.0256 poster_AP_0.50: 0.0025 pot_AP_0.50: 0.1151 price tag_AP_0.50: 0.0002 printer_AP_0.50: 0.3212 projector_AP_0.50: 0.0000 purse_AP_0.50: 0.0006 rack_AP_0.50: 0.0139 radiator_AP_0.50: 0.1773 radio_AP_0.50: 0.0000 rail_AP_0.50: 0.0008 range hood_AP_0.50: 0.0099 refrigerator_AP_0.50: 0.3287 remote control_AP_0.50: 0.0000 roll_AP_0.50: 0.0008 roof_AP_0.50: 0.0001 sack_AP_0.50: 0.3530 scale_AP_0.50: 0.1994 screen_AP_0.50: 0.0000 sheet_AP_0.50: 0.0000 shelf_AP_0.50: 0.1717 shoe_AP_0.50: 0.0482 shower_AP_0.50: 0.0220 sign_AP_0.50: 0.0115 sink_AP_0.50: 0.3220 soap dish_AP_0.50: 0.0454 soap dispenser_AP_0.50: 0.4195 socket_AP_0.50: 0.0000 speaker_AP_0.50: 0.0032 stairs_AP_0.50: 0.0206 stall_AP_0.50: 0.2958 stand_AP_0.50: 0.5319 stapler_AP_0.50: 0.0000 statue_AP_0.50: 0.0159 stick_AP_0.50: 0.0000 stool_AP_0.50: 0.2455 stopcock_AP_0.50: 0.0000 stove_AP_0.50: 0.1967 structure_AP_0.50: 0.0000 support_AP_0.50: 0.0000 switch_AP_0.50: 0.0000 table_AP_0.50: 0.5180 tablet_AP_0.50: 0.0061 teapot_AP_0.50: 0.0004 telephone_AP_0.50: 0.0325 tissue_AP_0.50: 0.0011 tissue box_AP_0.50: 0.0051 toaster_AP_0.50: 0.0056 toilet_AP_0.50: 0.7725 toilet paper_AP_0.50: 0.0769 toiletry_AP_0.50: 0.0004 towel_AP_0.50: 0.1450 toy_AP_0.50: 0.0006 tray_AP_0.50: 0.0015 treadmill_AP_0.50: 0.0000 tube_AP_0.50: 0.0000 tv_AP_0.50: 0.1555 umbrella_AP_0.50: 0.0009 vacuum cleaner_AP_0.50: 0.0400 vanity_AP_0.50: 0.4624 vase_AP_0.50: 0.0213 wardrobe_AP_0.50: 0.1633 washbasin_AP_0.50: 0.0460 washing machine_AP_0.50: 0.2707 water cooler_AP_0.50: 0.5135 water heater_AP_0.50: 0.5385 window_AP_0.50: 0.0257 window frame_AP_0.50: 0.0084 windowsill_AP_0.50: 0.0096 wrap_AP_0.50: 0.0000 balcony_AP_0.50: 0.0000 baseboard_AP_0.50: 0.0000 coat hanger_AP_0.50: 0.0000 coil_AP_0.50: 0.0000 glass_AP_0.50: 0.0000 grab 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0.2857 clock_rec_0.50: 0.1489 clothes_rec_0.50: 0.3185 clothes dryer_rec_0.50: 0.6000 coffee maker_rec_0.50: 0.4138 column_rec_0.50: 0.1842 commode_rec_0.50: 0.7885 computer_rec_0.50: 0.3898 conducting wire_rec_0.50: 0.0000 container_rec_0.50: 0.3390 copier_rec_0.50: 0.7500 cosmetics_rec_0.50: 0.0000 couch_rec_0.50: 0.7769 counter_rec_0.50: 0.1651 countertop_rec_0.50: 0.0000 crate_rec_0.50: 0.8571 crib_rec_0.50: 1.0000 cube_rec_0.50: 1.0000 cup_rec_0.50: 0.0424 curtain_rec_0.50: 0.4458 cushion_rec_0.50: 0.1961 decoration_rec_0.50: 0.1571 desk_rec_0.50: 0.7500 device_rec_0.50: 0.0909 dish rack_rec_0.50: 0.2000 dishwasher_rec_0.50: 0.0000 dispenser_rec_0.50: 0.5682 door_rec_0.50: 0.3756 doorframe_rec_0.50: 0.6109 doorway_rec_0.50: 0.0000 drawer_rec_0.50: 0.5556 dresser_rec_0.50: 0.8889 dumbbell_rec_0.50: 0.0000 dvd_rec_0.50: 0.0000 excercise equipment_rec_0.50: 0.3500 fan_rec_0.50: 0.1719 faucet_rec_0.50: 0.0638 fence_rec_0.50: 0.0833 file_rec_0.50: 0.2059 fire extinguisher_rec_0.50: 0.0000 fireplace_rec_0.50: 0.1429 flowerpot_rec_0.50: 0.2745 folder_rec_0.50: 0.0714 food_rec_0.50: 0.0909 footstool_rec_0.50: 0.5000 frame_rec_0.50: 0.0816 fruit_rec_0.50: 0.2143 furniture_rec_0.50: 0.3333 garage door_rec_0.50: 0.1667 garbage_rec_0.50: 0.7500 globe_rec_0.50: 1.0000 guitar_rec_0.50: 0.3333 hair dryer_rec_0.50: 0.0000 hamper_rec_0.50: 0.9091 hanger_rec_0.50: 0.0000 hat_rec_0.50: 0.0000 headboard_rec_0.50: 0.2500 headphones_rec_0.50: 0.0000 heater_rec_0.50: 0.5172 helmets_rec_0.50: 0.3333 holder_rec_0.50: 0.2222 jacket_rec_0.50: 0.5833 jalousie_rec_0.50: 1.0000 jar_rec_0.50: 0.2308 kettle_rec_0.50: 0.2222 keyboard_rec_0.50: 0.0122 kitchen island_rec_0.50: 0.8571 kitchenware_rec_0.50: 0.1304 ladder_rec_0.50: 0.4118 lamp_rec_0.50: 0.3791 laptop_rec_0.50: 0.3043 letter_rec_0.50: 0.7500 light_rec_0.50: 0.0705 luggage_rec_0.50: 0.6667 machine_rec_0.50: 0.5263 magazine_rec_0.50: 0.0000 mailbox_rec_0.50: 0.6000 mat_rec_0.50: 0.0000 menu_rec_0.50: 0.0000 microwave_rec_0.50: 0.6327 mirror_rec_0.50: 0.1878 monitor_rec_0.50: 0.5706 mop_rec_0.50: 0.0000 mouse_rec_0.50: 0.0000 napkins_rec_0.50: 0.6667 notebook_rec_0.50: 0.0000 ottoman_rec_0.50: 0.7778 oven_rec_0.50: 0.2500 pack_rec_0.50: 0.2000 pan_rec_0.50: 0.0588 paper_rec_0.50: 0.0478 paper cutter_rec_0.50: 0.0000 partition_rec_0.50: 0.0000 person_rec_0.50: 0.3333 piano_rec_0.50: 0.6000 picture_rec_0.50: 0.1232 pillar_rec_0.50: 0.4419 pillow_rec_0.50: 0.4170 pipe_rec_0.50: 0.0769 pitcher_rec_0.50: 0.3333 plant_rec_0.50: 0.3811 plate_rec_0.50: 0.1538 player_rec_0.50: 0.2500 plunger_rec_0.50: 0.2000 pool_rec_0.50: 0.5000 pool table_rec_0.50: 0.3333 poster_rec_0.50: 0.0152 pot_rec_0.50: 0.3704 price tag_rec_0.50: 0.1429 printer_rec_0.50: 0.6531 projector_rec_0.50: 0.0000 purse_rec_0.50: 0.3333 rack_rec_0.50: 0.4423 radiator_rec_0.50: 0.5341 radio_rec_0.50: 0.0000 rail_rec_0.50: 0.0469 range hood_rec_0.50: 0.1429 refrigerator_rec_0.50: 0.7400 remote control_rec_0.50: 0.0000 roll_rec_0.50: 0.1000 roof_rec_0.50: 0.0833 sack_rec_0.50: 0.7143 scale_rec_0.50: 0.4545 screen_rec_0.50: 0.0000 sheet_rec_0.50: 0.0000 shelf_rec_0.50: 0.4460 shoe_rec_0.50: 0.1402 shower_rec_0.50: 0.2333 sign_rec_0.50: 0.2000 sink_rec_0.50: 0.4875 soap dish_rec_0.50: 0.2667 soap dispenser_rec_0.50: 0.5556 socket_rec_0.50: 0.0000 speaker_rec_0.50: 0.3636 stairs_rec_0.50: 0.1389 stall_rec_0.50: 0.4118 stand_rec_0.50: 0.7866 stapler_rec_0.50: 0.0000 statue_rec_0.50: 0.3158 stick_rec_0.50: 0.0000 stool_rec_0.50: 0.6387 stopcock_rec_0.50: 0.0000 stove_rec_0.50: 0.3611 structure_rec_0.50: 0.0000 support_rec_0.50: 0.0000 switch_rec_0.50: 0.0065 table_rec_0.50: 0.7890 tablet_rec_0.50: 0.5000 teapot_rec_0.50: 0.2222 telephone_rec_0.50: 0.2000 tissue_rec_0.50: 0.0769 tissue box_rec_0.50: 0.3125 toaster_rec_0.50: 0.5000 toilet_rec_0.50: 0.8060 toilet paper_rec_0.50: 0.2258 toiletry_rec_0.50: 0.0435 towel_rec_0.50: 0.2993 toy_rec_0.50: 0.1667 tray_rec_0.50: 0.2857 treadmill_rec_0.50: 0.0000 tube_rec_0.50: 0.0000 tv_rec_0.50: 0.4851 umbrella_rec_0.50: 0.2000 vacuum cleaner_rec_0.50: 0.5714 vanity_rec_0.50: 0.7857 vase_rec_0.50: 0.3800 wardrobe_rec_0.50: 0.5904 washbasin_rec_0.50: 0.2000 washing machine_rec_0.50: 0.7500 water cooler_rec_0.50: 1.0000 water heater_rec_0.50: 1.0000 window_rec_0.50: 0.2515 window frame_rec_0.50: 0.3030 windowsill_rec_0.50: 0.1957 wrap_rec_0.50: 0.0000 balcony_rec_0.50: 0.0000 baseboard_rec_0.50: 0.0000 coat hanger_rec_0.50: 0.0000 coil_rec_0.50: 0.0000 glass_rec_0.50: 0.0000 grab bar_rec_0.50: 0.0000 humidifier_rec_0.50: 0.0000 ledge_rec_0.50: 0.1667 salt_rec_0.50: 0.5000 shampoo_rec_0.50: 0.0000 tool_rec_0.50: 0.1667 arch_rec_0.50: 0.2333 glove_rec_0.50: 0.3333 wire_rec_0.50: 0.0000 drum_rec_0.50: 0.0000 mattress_rec_0.50: 0.0000 plug_rec_0.50: 0.0000 vent_rec_0.50: 0.0000 eraser_rec_0.50: 0.0000 map_rec_0.50: 0.0000 pad_rec_0.50: 0.0000 wood_rec_0.50: 0.0000 trophy_rec_0.50: 0.0000 pen_rec_0.50: 0.0000 rod_rec_0.50: 0.0000 wine_rec_0.50: 0.0000 grass_rec_0.50: 0.0000 handle_rec_0.50: 0.0000 flush_rec_0.50: 0.0000 scissors_rec_0.50: 0.0000 sunglasses_rec_0.50: 0.1538 duct_rec_0.50: 0.0000 knife_rec_0.50: 0.0000 sponge_rec_0.50: 0.0000 toothbrush_rec_0.50: 0.0000 toothpaste_rec_0.50: 0.0000 soap_rec_0.50: 0.1667 seasoning_rec_0.50: 0.0000 spoon_rec_0.50: 0.0000 alarm_rec_0.50: 0.0000 cap_rec_0.50: 0.0000 door knob_rec_0.50: 0.0000 label_rec_0.50: 0.0000 hook_rec_0.50: 0.0000 molding_rec_0.50: 0.0000 shovel_rec_0.50: 0.0000 thermostat_rec_0.50: 0.0000 mAR_0.50: 0.2666 data_time: 5.5632 time: 5.9218