2023-11-14 02:53:02,664 - mmseg - INFO - Multi-processing start method is `None` 2023-11-14 02:53:02,678 - mmseg - INFO - OpenCV num_threads is `112 2023-11-14 02:53:02,679 - mmseg - INFO - OMP num threads is 1 2023-11-14 02:53:02,748 - mmseg - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.9.18 (main, Sep 11 2023, 13:41:44) [GCC 11.2.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: NVIDIA A6000 CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 11.3, V11.3.58 GCC: gcc (Ubuntu 9.3.0-17ubuntu1~20.04) 9.3.0 PyTorch: 2.0.0+cu117 PyTorch compiling details: PyTorch built with: - GCC 9.3 - C++ Version: 201703 - Intel(R) oneAPI Math Kernel Library Version 2022.2-Product Build 20220804 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.7.3 (Git Hash 6dbeffbae1f23cbbeae17adb7b5b13f1f37c080e) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.7 - 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_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 - CuDNN 8.5 - Magma 2.6.1 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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 -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_DISABLE_GPU_ASSERTS=ON, TORCH_VERSION=2.0.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=1, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.15.0+cu117 OpenCV: 4.8.1 MMCV: 1.5.0 MMCV Compiler: GCC 9.3 MMCV CUDA Compiler: 11.3 MMSegmentation: 0.27.0+1ec3afa ------------------------------------------------------------ 2023-11-14 02:53:02,748 - mmseg - INFO - Distributed training: True 2023-11-14 02:53:02,748 - mmseg - INFO - Config: Config (path: evaluation/configs/vitb_ade20k_linear_config.py): {'custom_imports': {'imports': ['evaluation.segmentation']}, 'dataset_type': 'ADE20KDataset', 'data_root': 'data/ADEChallengeData2016', 'num_classes': 150, 'img_norm_cfg': {'mean': [123.675, 116.28, 103.53], 'std': [58.395, 57.12, 57.375], 'to_rgb': True}, 'crop_size': (512, 512), 'train_pipeline': [{'type': 'LoadImageFromFile'}, {'type': 'LoadAnnotations', 'reduce_zero_label': True}, {'type': 'Resize', 'img_scale': (2048, 512), 'ratio_range': (0.5, 2.0)}, {'type': 'RandomCrop', 'crop_size': (512, 512), 'cat_max_ratio': 0.75}, {'type': 'RandomFlip', 'prob': 0.5}, {'type': 'PhotoMetricDistortion'}, {'type': 'Normalize', 'mean': [123.675, 116.28, 103.53], 'std': [58.395, 57.12, 57.375], 'to_rgb': True}, {'type': 'Pad', 'size': (512, 512), 'pad_val': 0, 'seg_pad_val': 255}, {'type': 'DefaultFormatBundle'}, {'type': 'Collect', 'keys': ['img', 'gt_semantic_seg']}], 'test_pipeline': [{'type': 'LoadImageFromFile'}, {'type': 'MultiScaleFlipAug', 'img_scale': (2048, 512), 'img_ratios': 1.0, 'flip': False, 'transforms': [{'type': 'Resize', 'keep_ratio': True}, {'type': 'RandomFlip'}, {'type': 'Normalize', 'mean': [123.675, 116.28, 103.53], 'std': [58.395, 57.12, 57.375], 'to_rgb': True}, {'type': 'ImageToTensor', 'keys': ['img']}, {'type': 'Collect', 'keys': ['img']}]}], 'data': {'samples_per_gpu': 2, 'workers_per_gpu': 4, 'train': {'type': 'ADE20KDataset', 'data_root': 'data/ADEChallengeData2016', 'img_dir': 'images/training', 'ann_dir': 'annotations/training', 'pipeline': [{'type': 'LoadImageFromFile'}, {'type': 'LoadAnnotations', 'reduce_zero_label': True}, {'type': 'Resize', 'img_scale': (2048, 512), 'ratio_range': (0.5, 2.0)}, {'type': 'RandomCrop', 'crop_size': (512, 512), 'cat_max_ratio': 0.75}, {'type': 'RandomFlip', 'prob': 0.5}, {'type': 'PhotoMetricDistortion'}, {'type': 'Normalize', 'mean': [123.675, 116.28, 103.53], 'std': [58.395, 57.12, 57.375], 'to_rgb': True}, {'type': 'Pad', 'size': (512, 512), 'pad_val': 0, 'seg_pad_val': 255}, {'type': 'DefaultFormatBundle'}, {'type': 'Collect', 'keys': ['img', 'gt_semantic_seg']}]}, 'val': {'type': 'ADE20KDataset', 'data_root': 'data/ADEChallengeData2016', 'img_dir': 'images/validation', 'ann_dir': 'annotations/validation', 'pipeline': [{'type': 'LoadImageFromFile'}, {'type': 'MultiScaleFlipAug', 'img_scale': (2048, 512), 'img_ratios': 1.0, 'flip': False, 'transforms': [{'type': 'Resize', 'keep_ratio': True}, {'type': 'RandomFlip'}, {'type': 'Normalize', 'mean': [123.675, 116.28, 103.53], 'std': [58.395, 57.12, 57.375], 'to_rgb': True}, {'type': 'ImageToTensor', 'keys': ['img']}, {'type': 'Collect', 'keys': ['img']}]}]}, 'test': {'type': 'ADE20KDataset', 'data_root': 'data/ADEChallengeData2016', 'img_dir': 'images/validation', 'ann_dir': 'annotations/validation', 'pipeline': [{'type': 'LoadImageFromFile'}, {'type': 'MultiScaleFlipAug', 'img_scale': (2048, 512), 'img_ratios': 1.0, 'flip': False, 'transforms': [{'type': 'Resize', 'keep_ratio': True}, {'type': 'RandomFlip'}, {'type': 'Normalize', 'mean': [123.675, 116.28, 103.53], 'std': [58.395, 57.12, 57.375], 'to_rgb': True}, {'type': 'ImageToTensor', 'keys': ['img']}, {'type': 'Collect', 'keys': ['img']}]}]}}, 'log_config': {'interval': 50, 'hooks': [{'type': 'TextLoggerHook', 'by_epoch': False}]}, 'dist_params': {'backend': 'nccl'}, 'log_level': 'INFO', 'load_from': None, 'resume_from': None, 'workflow': [('train', 1)], 'cudnn_benchmark': True, 'optimizer': {'type': 'AdamW', 'lr': 0.001, 'weight_decay': 0.0001, 'betas': (0.9, 0.999)}, 'optimizer_config': {'type': 'DistOptimizerHook', 'update_interval': 1, 'grad_clip': None, 'coalesce': True, 'bucket_size_mb': -1, 'use_fp16': False}, 'lr_config': {'policy': 'poly', 'warmup': 'linear', 'warmup_iters': 1500, 'warmup_ratio': 1e-06, 'power': 1.0, 'min_lr': 0.0, 'by_epoch': False}, 'runner': {'type': 'IterBasedRunner', 'max_iters': 40000}, 'checkpoint_config': {'by_epoch': False, 'interval': 10000}, 'evaluation': {'interval': 10000, 'metric': 'mIoU', 'pre_eval': True}, 'fp16': None, 'find_unused_parameters': False, 'norm_cfg': {'type': 'SyncBN', 'requires_grad': True}, 'model': {'type': 'EncoderDecoder', 'pretrained': None, 'backbone': {'type': 'DinoVisionTransformer', 'out_indices': [8, 9, 10, 11]}, 'decode_head': {'type': 'BNHead', 'in_channels': [768], 'in_index': [3], 'input_transform': 'resize_concat', 'channels': 768, 'dropout_ratio': 0, 'num_classes': 150, 'norm_cfg': {'type': 'SyncBN', 'requires_grad': True}, 'align_corners': False, 'loss_decode': {'type': 'CrossEntropyLoss', 'use_sigmoid': False, 'loss_weight': 1.0}}, 'test_cfg': {'mode': 'slide', 'crop_size': (512, 512), 'stride': (341, 341)}}, 'auto_resume': False, 'gpu_ids': range(0, 8), 'work_dir': './work_dirs/segmentation_eval/deit3_base_patch16_224.fb_in1k_ade20k'} 2023-11-14 02:53:05,867 - mmseg - INFO - Set random seed to 1792249586, deterministic: False 2023-11-14 02:53:08,363 - mmseg - INFO - initialize BNHead with init_cfg {'type': 'Normal', 'std': 0.01, 'override': {'name': 'conv_seg'}} Name of parameter - Initialization information decode_head.conv_seg.weight - torch.Size([150, 768, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 decode_head.conv_seg.bias - torch.Size([150]): NormalInit: mean=0, std=0.01, bias=0 decode_head.bn.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.bn.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of EncoderDecoder 2023-11-14 02:53:08,370 - mmseg - INFO - EncoderDecoder( (backbone): DinoVisionTransformer() (decode_head): BNHead( input_transform=resize_concat, ignore_index=255, align_corners=False (loss_decode): CrossEntropyLoss(avg_non_ignore=False) (conv_seg): Conv2d(768, 150, kernel_size=(1, 1), stride=(1, 1)) (bn): SyncBatchNorm(768, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) ) init_cfg={'type': 'Normal', 'std': 0.01, 'override': {'name': 'conv_seg'}} ) 2023-11-14 02:53:08,595 - mmseg - INFO - Loaded 20210 images 2023-11-14 02:53:08,734 - mmseg - INFO - Loaded 2000 images 2023-11-14 02:53:08,735 - mmseg - INFO - Start running, host: root, work_dir: ./work_dirs/segmentation_eval/deit3_base_patch16_224.fb_in1k_ade20k 2023-11-14 02:53:08,735 - mmseg - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) PolyLrUpdaterHook (ABOVE_NORMAL) DistOptimizerHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) PolyLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) PolyLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) DistOptimizerHook (NORMAL ) CheckpointHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook -------------------- 2023-11-14 02:53:08,735 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters 2023-11-14 02:53:08,738 - mmseg - INFO - Checkpoints will be saved to ./work_dirs/segmentation_eval/deit3_base_patch16_224.fb_in1k_ade20k by HardDiskBackend. 2023-11-14 02:56:44,791 - mmseg - INFO - Iter [50/40000] lr: 3.263e-05, eta: 1:59:55, time: 0.180, data_time: 0.009, memory: 1354, decode.loss_ce: 4.0683, decode.acc_seg: 1.1257, loss: 4.0683 2023-11-14 02:56:49,678 - mmseg - INFO - Iter [100/40000] lr: 6.584e-05, eta: 1:32:23, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 3.9341, decode.acc_seg: 5.5504, loss: 3.9341 2023-11-14 02:56:54,566 - mmseg - INFO - Iter [150/40000] lr: 9.896e-05, eta: 1:23:09, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 3.7807, decode.acc_seg: 23.0725, loss: 3.7807 2023-11-14 02:56:59,441 - mmseg - INFO - Iter [200/40000] lr: 1.320e-04, eta: 1:18:27, time: 0.097, data_time: 0.003, memory: 1354, decode.loss_ce: 3.4214, decode.acc_seg: 41.0754, loss: 3.4214 2023-11-14 02:57:04,256 - mmseg - INFO - Iter [250/40000] lr: 1.650e-04, eta: 1:15:26, time: 0.096, data_time: 0.003, memory: 1354, decode.loss_ce: 3.0517, decode.acc_seg: 47.3914, loss: 3.0517 2023-11-14 02:57:09,030 - mmseg - INFO - Iter [300/40000] lr: 1.978e-04, eta: 1:13:19, time: 0.095, data_time: 0.003, memory: 1354, decode.loss_ce: 2.6479, decode.acc_seg: 51.9590, loss: 2.6479 2023-11-14 02:57:13,803 - mmseg - INFO - Iter [350/40000] lr: 2.306e-04, eta: 1:11:46, time: 0.095, data_time: 0.004, memory: 1354, decode.loss_ce: 2.2410, decode.acc_seg: 52.9029, loss: 2.2410 2023-11-14 02:57:18,584 - mmseg - INFO - Iter [400/40000] lr: 2.633e-04, eta: 1:10:37, time: 0.096, data_time: 0.003, memory: 1354, decode.loss_ce: 2.0115, decode.acc_seg: 54.4450, loss: 2.0115 2023-11-14 02:57:23,390 - mmseg - INFO - Iter [450/40000] lr: 2.960e-04, eta: 1:09:43, time: 0.096, data_time: 0.003, memory: 1354, decode.loss_ce: 1.7798, decode.acc_seg: 54.9964, loss: 1.7798 2023-11-14 02:57:28,237 - mmseg - INFO - Iter [500/40000] lr: 3.285e-04, eta: 1:09:03, time: 0.097, data_time: 0.003, memory: 1354, decode.loss_ce: 1.6819, decode.acc_seg: 56.3087, loss: 1.6819 2023-11-14 02:57:33,105 - mmseg - INFO - Iter [550/40000] lr: 3.610e-04, eta: 1:08:31, time: 0.097, data_time: 0.003, memory: 1354, decode.loss_ce: 1.6089, decode.acc_seg: 56.9606, loss: 1.6089 2023-11-14 02:57:37,998 - mmseg - INFO - Iter [600/40000] lr: 3.934e-04, eta: 1:08:05, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.4357, decode.acc_seg: 59.2288, loss: 1.4357 2023-11-14 02:57:42,913 - mmseg - INFO - Iter [650/40000] lr: 4.256e-04, eta: 1:07:43, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.3971, decode.acc_seg: 59.7713, loss: 1.3971 2023-11-14 02:57:47,837 - mmseg - INFO - Iter [700/40000] lr: 4.579e-04, eta: 1:07:25, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.2939, decode.acc_seg: 60.8090, loss: 1.2939 2023-11-14 02:57:52,770 - mmseg - INFO - Iter [750/40000] lr: 4.900e-04, eta: 1:07:08, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.3253, decode.acc_seg: 61.2900, loss: 1.3253 2023-11-14 02:57:57,702 - mmseg - INFO - Iter [800/40000] lr: 5.220e-04, eta: 1:06:53, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.2443, decode.acc_seg: 62.5121, loss: 1.2443 2023-11-14 02:58:02,636 - mmseg - INFO - Iter [850/40000] lr: 5.540e-04, eta: 1:06:40, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.2586, decode.acc_seg: 61.9400, loss: 1.2586 2023-11-14 02:58:07,588 - mmseg - INFO - Iter [900/40000] lr: 5.859e-04, eta: 1:06:28, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.1734, decode.acc_seg: 63.2691, loss: 1.1734 2023-11-14 02:58:12,526 - mmseg - INFO - Iter [950/40000] lr: 6.177e-04, eta: 1:06:16, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1581, decode.acc_seg: 64.0666, loss: 1.1581 2023-11-14 02:58:17,462 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 02:58:17,462 - mmseg - INFO - Iter [1000/40000] lr: 6.494e-04, eta: 1:06:05, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1518, decode.acc_seg: 63.9266, loss: 1.1518 2023-11-14 02:58:22,399 - mmseg - INFO - Iter [1050/40000] lr: 6.810e-04, eta: 1:05:54, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1300, decode.acc_seg: 64.4344, loss: 1.1300 2023-11-14 02:58:27,338 - mmseg - INFO - Iter [1100/40000] lr: 7.125e-04, eta: 1:05:44, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1869, decode.acc_seg: 62.6279, loss: 1.1869 2023-11-14 02:58:32,277 - mmseg - INFO - Iter [1150/40000] lr: 7.440e-04, eta: 1:05:35, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0924, decode.acc_seg: 64.1556, loss: 1.0924 2023-11-14 02:58:37,219 - mmseg - INFO - Iter [1200/40000] lr: 7.754e-04, eta: 1:05:26, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1270, decode.acc_seg: 63.6946, loss: 1.1270 2023-11-14 02:58:42,165 - mmseg - INFO - Iter [1250/40000] lr: 8.067e-04, eta: 1:05:17, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1076, decode.acc_seg: 64.7353, loss: 1.1076 2023-11-14 02:58:49,327 - mmseg - INFO - Iter [1300/40000] lr: 8.379e-04, eta: 1:06:15, time: 0.143, data_time: 0.045, memory: 1354, decode.loss_ce: 1.0538, decode.acc_seg: 65.9777, loss: 1.0538 2023-11-14 02:58:54,266 - mmseg - INFO - Iter [1350/40000] lr: 8.690e-04, eta: 1:06:04, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1205, decode.acc_seg: 63.9849, loss: 1.1205 2023-11-14 02:58:59,204 - mmseg - INFO - Iter [1400/40000] lr: 9.000e-04, eta: 1:05:54, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0166, decode.acc_seg: 66.4134, loss: 1.0166 2023-11-14 02:59:04,139 - mmseg - INFO - Iter [1450/40000] lr: 9.310e-04, eta: 1:05:44, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0317, decode.acc_seg: 66.8898, loss: 1.0317 2023-11-14 02:59:09,075 - mmseg - INFO - Iter [1500/40000] lr: 9.619e-04, eta: 1:05:34, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0230, decode.acc_seg: 66.7501, loss: 1.0230 2023-11-14 02:59:14,005 - mmseg - INFO - Iter [1550/40000] lr: 9.613e-04, eta: 1:05:24, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1065, decode.acc_seg: 64.0544, loss: 1.1065 2023-11-14 02:59:18,942 - mmseg - INFO - Iter [1600/40000] lr: 9.600e-04, eta: 1:05:15, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0844, decode.acc_seg: 65.1440, loss: 1.0844 2023-11-14 02:59:23,871 - mmseg - INFO - Iter [1650/40000] lr: 9.588e-04, eta: 1:05:06, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0313, decode.acc_seg: 65.6250, loss: 1.0313 2023-11-14 02:59:28,812 - mmseg - INFO - Iter [1700/40000] lr: 9.575e-04, eta: 1:04:58, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0371, decode.acc_seg: 66.2857, loss: 1.0371 2023-11-14 02:59:33,740 - mmseg - INFO - Iter [1750/40000] lr: 9.563e-04, eta: 1:04:49, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0044, decode.acc_seg: 66.5145, loss: 1.0044 2023-11-14 02:59:38,676 - mmseg - INFO - Iter [1800/40000] lr: 9.550e-04, eta: 1:04:41, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0680, decode.acc_seg: 65.0088, loss: 1.0680 2023-11-14 02:59:43,609 - mmseg - INFO - Iter [1850/40000] lr: 9.538e-04, eta: 1:04:33, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0345, decode.acc_seg: 65.9189, loss: 1.0345 2023-11-14 02:59:48,532 - mmseg - INFO - Iter [1900/40000] lr: 9.525e-04, eta: 1:04:24, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0577, decode.acc_seg: 65.5916, loss: 1.0577 2023-11-14 02:59:53,475 - mmseg - INFO - Iter [1950/40000] lr: 9.513e-04, eta: 1:04:17, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9838, decode.acc_seg: 66.8461, loss: 0.9838 2023-11-14 02:59:58,418 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 02:59:58,418 - mmseg - INFO - Iter [2000/40000] lr: 9.500e-04, eta: 1:04:09, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0217, decode.acc_seg: 66.1762, loss: 1.0217 2023-11-14 03:00:03,347 - mmseg - INFO - Iter [2050/40000] lr: 9.488e-04, eta: 1:04:02, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0320, decode.acc_seg: 65.9572, loss: 1.0320 2023-11-14 03:00:08,272 - mmseg - INFO - Iter [2100/40000] lr: 9.475e-04, eta: 1:03:54, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0874, decode.acc_seg: 64.7227, loss: 1.0874 2023-11-14 03:00:13,219 - mmseg - INFO - Iter [2150/40000] lr: 9.463e-04, eta: 1:03:47, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0335, decode.acc_seg: 66.9629, loss: 1.0335 2023-11-14 03:00:18,152 - mmseg - INFO - Iter [2200/40000] lr: 9.450e-04, eta: 1:03:40, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9793, decode.acc_seg: 67.1909, loss: 0.9793 2023-11-14 03:00:23,088 - mmseg - INFO - Iter [2250/40000] lr: 9.438e-04, eta: 1:03:33, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0044, decode.acc_seg: 66.3208, loss: 1.0044 2023-11-14 03:00:28,018 - mmseg - INFO - Iter [2300/40000] lr: 9.425e-04, eta: 1:03:26, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0318, decode.acc_seg: 66.4817, loss: 1.0318 2023-11-14 03:00:32,943 - mmseg - INFO - Iter [2350/40000] lr: 9.413e-04, eta: 1:03:19, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0165, decode.acc_seg: 66.3621, loss: 1.0165 2023-11-14 03:00:37,870 - mmseg - INFO - Iter [2400/40000] lr: 9.400e-04, eta: 1:03:12, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0095, decode.acc_seg: 67.4004, loss: 1.0095 2023-11-14 03:00:42,797 - mmseg - INFO - Iter [2450/40000] lr: 9.388e-04, eta: 1:03:05, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0033, decode.acc_seg: 66.5081, loss: 1.0033 2023-11-14 03:00:47,737 - mmseg - INFO - Iter [2500/40000] lr: 9.375e-04, eta: 1:02:59, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0225, decode.acc_seg: 66.6337, loss: 1.0225 2023-11-14 03:00:54,939 - mmseg - INFO - Iter [2550/40000] lr: 9.363e-04, eta: 1:03:25, time: 0.144, data_time: 0.047, memory: 1354, decode.loss_ce: 1.0050, decode.acc_seg: 66.4244, loss: 1.0050 2023-11-14 03:00:59,866 - mmseg - INFO - Iter [2600/40000] lr: 9.350e-04, eta: 1:03:18, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9866, decode.acc_seg: 67.0635, loss: 0.9866 2023-11-14 03:01:04,797 - mmseg - INFO - Iter [2650/40000] lr: 9.338e-04, eta: 1:03:11, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9936, decode.acc_seg: 67.1572, loss: 0.9936 2023-11-14 03:01:09,728 - mmseg - INFO - Iter [2700/40000] lr: 9.325e-04, eta: 1:03:04, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9579, decode.acc_seg: 67.6228, loss: 0.9579 2023-11-14 03:01:14,656 - mmseg - INFO - Iter [2750/40000] lr: 9.313e-04, eta: 1:02:57, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9678, decode.acc_seg: 67.5005, loss: 0.9678 2023-11-14 03:01:19,583 - mmseg - INFO - Iter [2800/40000] lr: 9.300e-04, eta: 1:02:50, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9222, decode.acc_seg: 68.6094, loss: 0.9222 2023-11-14 03:01:24,514 - mmseg - INFO - Iter [2850/40000] lr: 9.288e-04, eta: 1:02:43, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9472, decode.acc_seg: 68.2776, loss: 0.9472 2023-11-14 03:01:29,452 - mmseg - INFO - Iter [2900/40000] lr: 9.275e-04, eta: 1:02:36, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9898, decode.acc_seg: 66.8556, loss: 0.9898 2023-11-14 03:01:34,378 - mmseg - INFO - Iter [2950/40000] lr: 9.263e-04, eta: 1:02:30, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9668, decode.acc_seg: 68.1183, loss: 0.9668 2023-11-14 03:01:39,302 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:01:39,303 - mmseg - INFO - Iter [3000/40000] lr: 9.250e-04, eta: 1:02:23, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9310, decode.acc_seg: 68.3284, loss: 0.9310 2023-11-14 03:01:44,238 - mmseg - INFO - Iter [3050/40000] lr: 9.238e-04, eta: 1:02:16, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0020, decode.acc_seg: 66.7031, loss: 1.0020 2023-11-14 03:01:49,166 - mmseg - INFO - Iter [3100/40000] lr: 9.225e-04, eta: 1:02:10, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9485, decode.acc_seg: 68.2238, loss: 0.9485 2023-11-14 03:01:54,094 - mmseg - INFO - Iter [3150/40000] lr: 9.213e-04, eta: 1:02:03, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9930, decode.acc_seg: 66.2305, loss: 0.9930 2023-11-14 03:01:59,017 - mmseg - INFO - Iter [3200/40000] lr: 9.200e-04, eta: 1:01:57, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9982, decode.acc_seg: 66.7224, loss: 0.9982 2023-11-14 03:02:03,943 - mmseg - INFO - Iter [3250/40000] lr: 9.188e-04, eta: 1:01:50, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0341, decode.acc_seg: 65.6818, loss: 1.0341 2023-11-14 03:02:08,864 - mmseg - INFO - Iter [3300/40000] lr: 9.175e-04, eta: 1:01:44, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9854, decode.acc_seg: 67.7533, loss: 0.9854 2023-11-14 03:02:13,792 - mmseg - INFO - Iter [3350/40000] lr: 9.163e-04, eta: 1:01:37, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9486, decode.acc_seg: 67.9770, loss: 0.9486 2023-11-14 03:02:18,722 - mmseg - INFO - Iter [3400/40000] lr: 9.150e-04, eta: 1:01:31, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9773, decode.acc_seg: 67.0773, loss: 0.9773 2023-11-14 03:02:23,651 - mmseg - INFO - Iter [3450/40000] lr: 9.138e-04, eta: 1:01:25, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9859, decode.acc_seg: 66.7931, loss: 0.9859 2023-11-14 03:02:28,590 - mmseg - INFO - Iter [3500/40000] lr: 9.125e-04, eta: 1:01:19, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9522, decode.acc_seg: 68.3163, loss: 0.9522 2023-11-14 03:02:33,514 - mmseg - INFO - Iter [3550/40000] lr: 9.113e-04, eta: 1:01:12, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9650, decode.acc_seg: 67.6505, loss: 0.9650 2023-11-14 03:02:38,443 - mmseg - INFO - Iter [3600/40000] lr: 9.100e-04, eta: 1:01:06, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0065, decode.acc_seg: 66.6600, loss: 1.0065 2023-11-14 03:02:43,372 - mmseg - INFO - Iter [3650/40000] lr: 9.088e-04, eta: 1:01:00, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0009, decode.acc_seg: 66.8468, loss: 1.0009 2023-11-14 03:02:48,296 - mmseg - INFO - Iter [3700/40000] lr: 9.075e-04, eta: 1:00:54, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0186, decode.acc_seg: 65.7848, loss: 1.0186 2023-11-14 03:02:53,221 - mmseg - INFO - Iter [3750/40000] lr: 9.063e-04, eta: 1:00:48, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9947, decode.acc_seg: 66.9586, loss: 0.9947 2023-11-14 03:03:00,350 - mmseg - INFO - Iter [3800/40000] lr: 9.050e-04, eta: 1:01:03, time: 0.143, data_time: 0.047, memory: 1354, decode.loss_ce: 0.9895, decode.acc_seg: 66.9322, loss: 0.9895 2023-11-14 03:03:05,273 - mmseg - INFO - Iter [3850/40000] lr: 9.038e-04, eta: 1:00:57, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9530, decode.acc_seg: 67.6550, loss: 0.9530 2023-11-14 03:03:10,204 - mmseg - INFO - Iter [3900/40000] lr: 9.025e-04, eta: 1:00:50, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9317, decode.acc_seg: 68.8251, loss: 0.9317 2023-11-14 03:03:15,128 - mmseg - INFO - Iter [3950/40000] lr: 9.013e-04, eta: 1:00:44, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9429, decode.acc_seg: 68.4727, loss: 0.9429 2023-11-14 03:03:20,053 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:03:20,054 - mmseg - INFO - Iter [4000/40000] lr: 9.000e-04, eta: 1:00:38, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9890, decode.acc_seg: 66.6928, loss: 0.9890 2023-11-14 03:03:24,975 - mmseg - INFO - Iter [4050/40000] lr: 8.988e-04, eta: 1:00:32, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9232, decode.acc_seg: 68.5891, loss: 0.9232 2023-11-14 03:03:29,905 - mmseg - INFO - Iter [4100/40000] lr: 8.975e-04, eta: 1:00:25, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9987, decode.acc_seg: 66.4132, loss: 0.9987 2023-11-14 03:03:34,831 - mmseg - INFO - Iter [4150/40000] lr: 8.963e-04, eta: 1:00:19, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0106, decode.acc_seg: 66.5502, loss: 1.0106 2023-11-14 03:03:39,757 - mmseg - INFO - Iter [4200/40000] lr: 8.950e-04, eta: 1:00:13, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9255, decode.acc_seg: 67.8352, loss: 0.9255 2023-11-14 03:03:44,685 - mmseg - INFO - Iter [4250/40000] lr: 8.938e-04, eta: 1:00:07, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9338, decode.acc_seg: 67.8149, loss: 0.9338 2023-11-14 03:03:49,625 - mmseg - INFO - Iter [4300/40000] lr: 8.925e-04, eta: 1:00:01, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9301, decode.acc_seg: 69.2222, loss: 0.9301 2023-11-14 03:03:54,548 - mmseg - INFO - Iter [4350/40000] lr: 8.913e-04, eta: 0:59:55, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0056, decode.acc_seg: 66.8553, loss: 1.0056 2023-11-14 03:03:59,477 - mmseg - INFO - Iter [4400/40000] lr: 8.900e-04, eta: 0:59:49, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9725, decode.acc_seg: 66.9011, loss: 0.9725 2023-11-14 03:04:04,405 - mmseg - INFO - Iter [4450/40000] lr: 8.888e-04, eta: 0:59:43, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9767, decode.acc_seg: 67.1077, loss: 0.9767 2023-11-14 03:04:09,327 - mmseg - INFO - Iter [4500/40000] lr: 8.875e-04, eta: 0:59:37, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9211, decode.acc_seg: 68.5003, loss: 0.9211 2023-11-14 03:04:14,279 - mmseg - INFO - Iter [4550/40000] lr: 8.863e-04, eta: 0:59:32, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 0.9431, decode.acc_seg: 68.2657, loss: 0.9431 2023-11-14 03:04:19,208 - mmseg - INFO - Iter [4600/40000] lr: 8.850e-04, eta: 0:59:26, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9689, decode.acc_seg: 67.5470, loss: 0.9689 2023-11-14 03:04:24,134 - mmseg - INFO - Iter [4650/40000] lr: 8.838e-04, eta: 0:59:20, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9671, decode.acc_seg: 67.1139, loss: 0.9671 2023-11-14 03:04:29,073 - mmseg - INFO - Iter [4700/40000] lr: 8.825e-04, eta: 0:59:14, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9106, decode.acc_seg: 69.3753, loss: 0.9106 2023-11-14 03:04:34,005 - mmseg - INFO - Iter [4750/40000] lr: 8.813e-04, eta: 0:59:08, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9993, decode.acc_seg: 66.7791, loss: 0.9993 2023-11-14 03:04:38,941 - mmseg - INFO - Iter [4800/40000] lr: 8.800e-04, eta: 0:59:03, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9394, decode.acc_seg: 68.4511, loss: 0.9394 2023-11-14 03:04:43,881 - mmseg - INFO - Iter [4850/40000] lr: 8.788e-04, eta: 0:58:57, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9260, decode.acc_seg: 68.4917, loss: 0.9260 2023-11-14 03:04:48,816 - mmseg - INFO - Iter [4900/40000] lr: 8.775e-04, eta: 0:58:51, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9657, decode.acc_seg: 67.8401, loss: 0.9657 2023-11-14 03:04:53,748 - mmseg - INFO - Iter [4950/40000] lr: 8.763e-04, eta: 0:58:45, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9876, decode.acc_seg: 66.3777, loss: 0.9876 2023-11-14 03:04:58,675 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:04:58,684 - mmseg - INFO - Iter [5000/40000] lr: 8.750e-04, eta: 0:58:40, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9489, decode.acc_seg: 67.4152, loss: 0.9489 2023-11-14 03:05:03,614 - mmseg - INFO - Iter [5050/40000] lr: 8.738e-04, eta: 0:58:34, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9501, decode.acc_seg: 67.2887, loss: 0.9501 2023-11-14 03:05:10,773 - mmseg - INFO - Iter [5100/40000] lr: 8.725e-04, eta: 0:58:44, time: 0.143, data_time: 0.047, memory: 1354, decode.loss_ce: 0.9242, decode.acc_seg: 68.9337, loss: 0.9242 2023-11-14 03:05:15,702 - mmseg - INFO - Iter [5150/40000] lr: 8.713e-04, eta: 0:58:38, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8929, decode.acc_seg: 68.8727, loss: 0.8929 2023-11-14 03:05:20,632 - mmseg - INFO - Iter [5200/40000] lr: 8.700e-04, eta: 0:58:32, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8943, decode.acc_seg: 69.3577, loss: 0.8943 2023-11-14 03:05:25,550 - mmseg - INFO - Iter [5250/40000] lr: 8.688e-04, eta: 0:58:26, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9395, decode.acc_seg: 68.0652, loss: 0.9395 2023-11-14 03:05:30,472 - mmseg - INFO - Iter [5300/40000] lr: 8.675e-04, eta: 0:58:20, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9249, decode.acc_seg: 68.0637, loss: 0.9249 2023-11-14 03:05:35,404 - mmseg - INFO - Iter [5350/40000] lr: 8.663e-04, eta: 0:58:14, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8974, decode.acc_seg: 68.8363, loss: 0.8974 2023-11-14 03:05:40,327 - mmseg - INFO - Iter [5400/40000] lr: 8.650e-04, eta: 0:58:09, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9282, decode.acc_seg: 68.4034, loss: 0.9282 2023-11-14 03:05:45,254 - mmseg - INFO - Iter [5450/40000] lr: 8.638e-04, eta: 0:58:03, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9223, decode.acc_seg: 68.6199, loss: 0.9223 2023-11-14 03:05:50,183 - mmseg - INFO - Iter [5500/40000] lr: 8.625e-04, eta: 0:57:57, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9530, decode.acc_seg: 67.4733, loss: 0.9530 2023-11-14 03:05:55,114 - mmseg - INFO - Iter [5550/40000] lr: 8.613e-04, eta: 0:57:51, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9773, decode.acc_seg: 66.8069, loss: 0.9773 2023-11-14 03:06:00,043 - mmseg - INFO - Iter [5600/40000] lr: 8.600e-04, eta: 0:57:46, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9683, decode.acc_seg: 66.6500, loss: 0.9683 2023-11-14 03:06:04,964 - mmseg - INFO - Iter [5650/40000] lr: 8.588e-04, eta: 0:57:40, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9479, decode.acc_seg: 67.7280, loss: 0.9479 2023-11-14 03:06:09,884 - mmseg - INFO - Iter [5700/40000] lr: 8.575e-04, eta: 0:57:34, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9156, decode.acc_seg: 68.8173, loss: 0.9156 2023-11-14 03:06:14,812 - mmseg - INFO - Iter [5750/40000] lr: 8.563e-04, eta: 0:57:28, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9645, decode.acc_seg: 67.1134, loss: 0.9645 2023-11-14 03:06:19,739 - mmseg - INFO - Iter [5800/40000] lr: 8.550e-04, eta: 0:57:23, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9311, decode.acc_seg: 67.9666, loss: 0.9311 2023-11-14 03:06:24,660 - mmseg - INFO - Iter [5850/40000] lr: 8.538e-04, eta: 0:57:17, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9847, decode.acc_seg: 67.0900, loss: 0.9847 2023-11-14 03:06:29,586 - mmseg - INFO - Iter [5900/40000] lr: 8.525e-04, eta: 0:57:11, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9611, decode.acc_seg: 67.4184, loss: 0.9611 2023-11-14 03:06:34,511 - mmseg - INFO - Iter [5950/40000] lr: 8.513e-04, eta: 0:57:06, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9543, decode.acc_seg: 68.4853, loss: 0.9543 2023-11-14 03:06:39,444 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:06:39,444 - mmseg - INFO - Iter [6000/40000] lr: 8.500e-04, eta: 0:57:00, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9271, decode.acc_seg: 68.6453, loss: 0.9271 2023-11-14 03:06:44,364 - mmseg - INFO - Iter [6050/40000] lr: 8.488e-04, eta: 0:56:54, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9549, decode.acc_seg: 68.5805, loss: 0.9549 2023-11-14 03:06:49,296 - mmseg - INFO - Iter [6100/40000] lr: 8.475e-04, eta: 0:56:49, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9485, decode.acc_seg: 67.4646, loss: 0.9485 2023-11-14 03:06:54,285 - mmseg - INFO - Iter [6150/40000] lr: 8.463e-04, eta: 0:56:44, time: 0.100, data_time: 0.004, memory: 1354, decode.loss_ce: 0.9490, decode.acc_seg: 67.8173, loss: 0.9490 2023-11-14 03:06:59,214 - mmseg - INFO - Iter [6200/40000] lr: 8.450e-04, eta: 0:56:38, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9691, decode.acc_seg: 67.5309, loss: 0.9691 2023-11-14 03:07:04,152 - mmseg - INFO - Iter [6250/40000] lr: 8.438e-04, eta: 0:56:33, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9225, decode.acc_seg: 68.2584, loss: 0.9225 2023-11-14 03:07:09,079 - mmseg - INFO - Iter [6300/40000] lr: 8.425e-04, eta: 0:56:27, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9538, decode.acc_seg: 67.6820, loss: 0.9538 2023-11-14 03:07:16,289 - mmseg - INFO - Iter [6350/40000] lr: 8.413e-04, eta: 0:56:34, time: 0.144, data_time: 0.046, memory: 1354, decode.loss_ce: 0.9735, decode.acc_seg: 67.1577, loss: 0.9735 2023-11-14 03:07:21,211 - mmseg - INFO - Iter [6400/40000] lr: 8.400e-04, eta: 0:56:28, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9202, decode.acc_seg: 68.8053, loss: 0.9202 2023-11-14 03:07:26,133 - mmseg - INFO - Iter [6450/40000] lr: 8.388e-04, eta: 0:56:22, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8962, decode.acc_seg: 69.4745, loss: 0.8962 2023-11-14 03:07:31,065 - mmseg - INFO - Iter [6500/40000] lr: 8.375e-04, eta: 0:56:17, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9031, decode.acc_seg: 69.4493, loss: 0.9031 2023-11-14 03:07:35,994 - mmseg - INFO - Iter [6550/40000] lr: 8.363e-04, eta: 0:56:11, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8918, decode.acc_seg: 68.8160, loss: 0.8918 2023-11-14 03:07:40,921 - mmseg - INFO - Iter [6600/40000] lr: 8.350e-04, eta: 0:56:05, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8897, decode.acc_seg: 69.3492, loss: 0.8897 2023-11-14 03:07:45,858 - mmseg - INFO - Iter [6650/40000] lr: 8.338e-04, eta: 0:56:00, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9565, decode.acc_seg: 67.7419, loss: 0.9565 2023-11-14 03:07:50,787 - mmseg - INFO - Iter [6700/40000] lr: 8.325e-04, eta: 0:55:54, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9370, decode.acc_seg: 68.3146, loss: 0.9370 2023-11-14 03:07:55,723 - mmseg - INFO - Iter [6750/40000] lr: 8.313e-04, eta: 0:55:49, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9084, decode.acc_seg: 68.6706, loss: 0.9084 2023-11-14 03:08:00,647 - mmseg - INFO - Iter [6800/40000] lr: 8.300e-04, eta: 0:55:43, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9451, decode.acc_seg: 68.4423, loss: 0.9451 2023-11-14 03:08:05,574 - mmseg - INFO - Iter [6850/40000] lr: 8.288e-04, eta: 0:55:38, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9308, decode.acc_seg: 68.2414, loss: 0.9308 2023-11-14 03:08:10,516 - mmseg - INFO - Iter [6900/40000] lr: 8.275e-04, eta: 0:55:32, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9655, decode.acc_seg: 66.2139, loss: 0.9655 2023-11-14 03:08:15,439 - mmseg - INFO - Iter [6950/40000] lr: 8.263e-04, eta: 0:55:27, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9754, decode.acc_seg: 67.0382, loss: 0.9754 2023-11-14 03:08:20,369 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:08:20,370 - mmseg - INFO - Iter [7000/40000] lr: 8.250e-04, eta: 0:55:21, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9353, decode.acc_seg: 68.6489, loss: 0.9353 2023-11-14 03:08:25,293 - mmseg - INFO - Iter [7050/40000] lr: 8.238e-04, eta: 0:55:15, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9216, decode.acc_seg: 68.9522, loss: 0.9216 2023-11-14 03:08:30,223 - mmseg - INFO - Iter [7100/40000] lr: 8.225e-04, eta: 0:55:10, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9316, decode.acc_seg: 68.4545, loss: 0.9316 2023-11-14 03:08:35,147 - mmseg - INFO - Iter [7150/40000] lr: 8.213e-04, eta: 0:55:04, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9267, decode.acc_seg: 68.4113, loss: 0.9267 2023-11-14 03:08:40,072 - mmseg - INFO - Iter [7200/40000] lr: 8.200e-04, eta: 0:54:59, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9346, decode.acc_seg: 68.1717, loss: 0.9346 2023-11-14 03:08:44,997 - mmseg - INFO - Iter [7250/40000] lr: 8.188e-04, eta: 0:54:53, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9646, decode.acc_seg: 67.8107, loss: 0.9646 2023-11-14 03:08:49,928 - mmseg - INFO - Iter [7300/40000] lr: 8.175e-04, eta: 0:54:48, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9408, decode.acc_seg: 68.2223, loss: 0.9408 2023-11-14 03:08:54,852 - mmseg - INFO - Iter [7350/40000] lr: 8.163e-04, eta: 0:54:42, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9321, decode.acc_seg: 67.8299, loss: 0.9321 2023-11-14 03:08:59,784 - mmseg - INFO - Iter [7400/40000] lr: 8.150e-04, eta: 0:54:37, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9222, decode.acc_seg: 68.2598, loss: 0.9222 2023-11-14 03:09:04,707 - mmseg - INFO - Iter [7450/40000] lr: 8.138e-04, eta: 0:54:32, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9292, decode.acc_seg: 67.7779, loss: 0.9292 2023-11-14 03:09:09,631 - mmseg - INFO - Iter [7500/40000] lr: 8.125e-04, eta: 0:54:26, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9113, decode.acc_seg: 69.0086, loss: 0.9113 2023-11-14 03:09:14,557 - mmseg - INFO - Iter [7550/40000] lr: 8.113e-04, eta: 0:54:21, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9380, decode.acc_seg: 67.8523, loss: 0.9380 2023-11-14 03:09:21,811 - mmseg - INFO - Iter [7600/40000] lr: 8.100e-04, eta: 0:54:25, time: 0.145, data_time: 0.047, memory: 1354, decode.loss_ce: 0.9165, decode.acc_seg: 68.4978, loss: 0.9165 2023-11-14 03:09:26,736 - mmseg - INFO - Iter [7650/40000] lr: 8.088e-04, eta: 0:54:20, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9065, decode.acc_seg: 68.4795, loss: 0.9065 2023-11-14 03:09:31,660 - mmseg - INFO - Iter [7700/40000] lr: 8.075e-04, eta: 0:54:14, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9128, decode.acc_seg: 68.6998, loss: 0.9128 2023-11-14 03:09:36,588 - mmseg - INFO - Iter [7750/40000] lr: 8.063e-04, eta: 0:54:09, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8924, decode.acc_seg: 69.9508, loss: 0.8924 2023-11-14 03:09:41,511 - mmseg - INFO - Iter [7800/40000] lr: 8.050e-04, eta: 0:54:03, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8820, decode.acc_seg: 69.6943, loss: 0.8820 2023-11-14 03:09:46,433 - mmseg - INFO - Iter [7850/40000] lr: 8.038e-04, eta: 0:53:58, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9115, decode.acc_seg: 69.1748, loss: 0.9115 2023-11-14 03:09:51,355 - mmseg - INFO - Iter [7900/40000] lr: 8.025e-04, eta: 0:53:52, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9069, decode.acc_seg: 69.4604, loss: 0.9069 2023-11-14 03:09:56,282 - mmseg - INFO - Iter [7950/40000] lr: 8.013e-04, eta: 0:53:47, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9348, decode.acc_seg: 68.3972, loss: 0.9348 2023-11-14 03:10:01,213 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:10:01,213 - mmseg - INFO - Iter [8000/40000] lr: 8.000e-04, eta: 0:53:41, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9453, decode.acc_seg: 67.4888, loss: 0.9453 2023-11-14 03:10:06,139 - mmseg - INFO - Iter [8050/40000] lr: 7.988e-04, eta: 0:53:36, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9235, decode.acc_seg: 68.4242, loss: 0.9235 2023-11-14 03:10:11,061 - mmseg - INFO - Iter [8100/40000] lr: 7.975e-04, eta: 0:53:30, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9353, decode.acc_seg: 68.3031, loss: 0.9353 2023-11-14 03:10:15,989 - mmseg - INFO - Iter [8150/40000] lr: 7.963e-04, eta: 0:53:25, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9329, decode.acc_seg: 67.9974, loss: 0.9329 2023-11-14 03:10:20,913 - mmseg - INFO - Iter [8200/40000] lr: 7.950e-04, eta: 0:53:19, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9395, decode.acc_seg: 68.1333, loss: 0.9395 2023-11-14 03:10:25,847 - mmseg - INFO - Iter [8250/40000] lr: 7.938e-04, eta: 0:53:14, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9310, decode.acc_seg: 68.0194, loss: 0.9310 2023-11-14 03:10:30,775 - mmseg - INFO - Iter [8300/40000] lr: 7.925e-04, eta: 0:53:08, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8945, decode.acc_seg: 68.3912, loss: 0.8945 2023-11-14 03:10:35,699 - mmseg - INFO - Iter [8350/40000] lr: 7.913e-04, eta: 0:53:03, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9172, decode.acc_seg: 68.5520, loss: 0.9172 2023-11-14 03:10:40,626 - mmseg - INFO - Iter [8400/40000] lr: 7.900e-04, eta: 0:52:58, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9274, decode.acc_seg: 67.5406, loss: 0.9274 2023-11-14 03:10:45,564 - mmseg - INFO - Iter [8450/40000] lr: 7.888e-04, eta: 0:52:52, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9274, decode.acc_seg: 68.4149, loss: 0.9274 2023-11-14 03:10:50,503 - mmseg - INFO - Iter [8500/40000] lr: 7.875e-04, eta: 0:52:47, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9212, decode.acc_seg: 68.1467, loss: 0.9212 2023-11-14 03:10:55,428 - mmseg - INFO - Iter [8550/40000] lr: 7.863e-04, eta: 0:52:41, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9099, decode.acc_seg: 68.5233, loss: 0.9099 2023-11-14 03:11:00,359 - mmseg - INFO - Iter [8600/40000] lr: 7.850e-04, eta: 0:52:36, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9888, decode.acc_seg: 66.3332, loss: 0.9888 2023-11-14 03:11:05,284 - mmseg - INFO - Iter [8650/40000] lr: 7.838e-04, eta: 0:52:31, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9291, decode.acc_seg: 68.1816, loss: 0.9291 2023-11-14 03:11:10,217 - mmseg - INFO - Iter [8700/40000] lr: 7.825e-04, eta: 0:52:25, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9414, decode.acc_seg: 68.5360, loss: 0.9414 2023-11-14 03:11:15,146 - mmseg - INFO - Iter [8750/40000] lr: 7.813e-04, eta: 0:52:20, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9626, decode.acc_seg: 67.9124, loss: 0.9626 2023-11-14 03:11:20,069 - mmseg - INFO - Iter [8800/40000] lr: 7.800e-04, eta: 0:52:15, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9562, decode.acc_seg: 66.8415, loss: 0.9562 2023-11-14 03:11:27,233 - mmseg - INFO - Iter [8850/40000] lr: 7.788e-04, eta: 0:52:17, time: 0.143, data_time: 0.048, memory: 1354, decode.loss_ce: 0.9301, decode.acc_seg: 68.6101, loss: 0.9301 2023-11-14 03:11:32,160 - mmseg - INFO - Iter [8900/40000] lr: 7.775e-04, eta: 0:52:12, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9453, decode.acc_seg: 68.0705, loss: 0.9453 2023-11-14 03:11:37,085 - mmseg - INFO - Iter [8950/40000] lr: 7.763e-04, eta: 0:52:06, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9031, decode.acc_seg: 68.0043, loss: 0.9031 2023-11-14 03:11:42,007 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:11:42,007 - mmseg - INFO - Iter [9000/40000] lr: 7.750e-04, eta: 0:52:01, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9007, decode.acc_seg: 68.9760, loss: 0.9007 2023-11-14 03:11:46,935 - mmseg - INFO - Iter [9050/40000] lr: 7.738e-04, eta: 0:51:55, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9062, decode.acc_seg: 67.7786, loss: 0.9062 2023-11-14 03:11:51,867 - mmseg - INFO - Iter [9100/40000] lr: 7.725e-04, eta: 0:51:50, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8656, decode.acc_seg: 70.0053, loss: 0.8656 2023-11-14 03:11:56,792 - mmseg - INFO - Iter [9150/40000] lr: 7.713e-04, eta: 0:51:45, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9027, decode.acc_seg: 68.5337, loss: 0.9027 2023-11-14 03:12:01,718 - mmseg - INFO - Iter [9200/40000] lr: 7.700e-04, eta: 0:51:39, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8786, decode.acc_seg: 68.8993, loss: 0.8786 2023-11-14 03:12:06,642 - mmseg - INFO - Iter [9250/40000] lr: 7.688e-04, eta: 0:51:34, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9414, decode.acc_seg: 68.2144, loss: 0.9414 2023-11-14 03:12:11,587 - mmseg - INFO - Iter [9300/40000] lr: 7.675e-04, eta: 0:51:29, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9717, decode.acc_seg: 66.8097, loss: 0.9717 2023-11-14 03:12:16,515 - mmseg - INFO - Iter [9350/40000] lr: 7.663e-04, eta: 0:51:23, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9401, decode.acc_seg: 68.0640, loss: 0.9401 2023-11-14 03:12:21,436 - mmseg - INFO - Iter [9400/40000] lr: 7.650e-04, eta: 0:51:18, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9458, decode.acc_seg: 68.3843, loss: 0.9458 2023-11-14 03:12:26,360 - mmseg - INFO - Iter [9450/40000] lr: 7.638e-04, eta: 0:51:12, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9068, decode.acc_seg: 69.0186, loss: 0.9068 2023-11-14 03:12:31,287 - mmseg - INFO - Iter [9500/40000] lr: 7.625e-04, eta: 0:51:07, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9339, decode.acc_seg: 68.5601, loss: 0.9339 2023-11-14 03:12:36,215 - mmseg - INFO - Iter [9550/40000] lr: 7.613e-04, eta: 0:51:02, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9327, decode.acc_seg: 68.1941, loss: 0.9327 2023-11-14 03:12:41,139 - mmseg - INFO - Iter [9600/40000] lr: 7.600e-04, eta: 0:50:56, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9165, decode.acc_seg: 68.4328, loss: 0.9165 2023-11-14 03:12:46,066 - mmseg - INFO - Iter [9650/40000] lr: 7.588e-04, eta: 0:50:51, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9126, decode.acc_seg: 68.9248, loss: 0.9126 2023-11-14 03:12:50,991 - mmseg - INFO - Iter [9700/40000] lr: 7.575e-04, eta: 0:50:46, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9501, decode.acc_seg: 68.2521, loss: 0.9501 2023-11-14 03:12:55,920 - mmseg - INFO - Iter [9750/40000] lr: 7.563e-04, eta: 0:50:40, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9331, decode.acc_seg: 67.7631, loss: 0.9331 2023-11-14 03:13:00,843 - mmseg - INFO - Iter [9800/40000] lr: 7.550e-04, eta: 0:50:35, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9145, decode.acc_seg: 69.2657, loss: 0.9145 2023-11-14 03:13:05,769 - mmseg - INFO - Iter [9850/40000] lr: 7.538e-04, eta: 0:50:30, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9307, decode.acc_seg: 68.0685, loss: 0.9307 2023-11-14 03:13:10,702 - mmseg - INFO - Iter [9900/40000] lr: 7.525e-04, eta: 0:50:24, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9253, decode.acc_seg: 67.9189, loss: 0.9253 2023-11-14 03:13:15,630 - mmseg - INFO - Iter [9950/40000] lr: 7.513e-04, eta: 0:50:19, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8727, decode.acc_seg: 70.0001, loss: 0.8727 2023-11-14 03:13:20,510 - mmseg - INFO - Saving checkpoint at 10000 iterations 2023-11-14 03:13:20,567 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:13:20,567 - mmseg - INFO - Iter [10000/40000] lr: 7.500e-04, eta: 0:50:14, time: 0.100, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9178, decode.acc_seg: 68.8123, loss: 0.9178 2023-11-14 03:14:24,376 - mmseg - INFO - per class results: 2023-11-14 03:14:24,381 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 59.91 | 80.62 | | building | 73.46 | 89.64 | | sky | 87.97 | 95.18 | | floor | 65.99 | 84.25 | | tree | 62.7 | 83.01 | | ceiling | 67.32 | 78.78 | | road | 72.11 | 81.9 | | bed | 69.81 | 84.91 | | windowpane | 46.66 | 64.53 | | grass | 55.06 | 68.9 | | cabinet | 40.21 | 50.44 | | sidewalk | 46.81 | 66.18 | | person | 66.21 | 83.77 | | earth | 25.7 | 34.29 | | door | 16.83 | 21.73 | | table | 31.26 | 44.42 | | mountain | 48.82 | 64.42 | | plant | 36.51 | 42.92 | | curtain | 51.33 | 70.41 | | chair | 34.38 | 46.97 | | car | 70.99 | 86.83 | | water | 43.42 | 57.83 | | painting | 47.52 | 64.17 | | sofa | 43.8 | 69.15 | | shelf | 22.98 | 32.19 | | house | 40.61 | 55.64 | | sea | 40.17 | 66.64 | | mirror | 26.57 | 31.43 | | rug | 33.31 | 36.74 | | field | 27.76 | 57.53 | | armchair | 17.85 | 25.73 | | seat | 36.59 | 45.81 | | fence | 24.22 | 33.17 | | desk | 27.03 | 54.11 | | rock | 37.95 | 57.23 | | wardrobe | 31.1 | 40.2 | | lamp | 33.37 | 48.79 | | bathtub | 50.55 | 79.39 | | railing | 21.96 | 32.15 | | cushion | 29.94 | 39.5 | | base | 8.52 | 13.06 | | box | 9.16 | 11.79 | | column | 17.77 | 20.76 | | signboard | 25.58 | 35.91 | | chest of drawers | 26.07 | 39.68 | | counter | 14.66 | 18.4 | | sand | 31.66 | 41.89 | | sink | 46.54 | 59.32 | | skyscraper | 43.58 | 60.58 | | fireplace | 48.23 | 60.21 | | refrigerator | 43.21 | 56.43 | | grandstand | 37.54 | 56.85 | | path | 18.16 | 26.57 | | stairs | 17.18 | 21.75 | | runway | 66.83 | 90.67 | | case | 35.14 | 62.32 | | pool table | 82.04 | 92.3 | | pillow | 37.42 | 48.97 | | screen door | 22.98 | 28.66 | | stairway | 23.9 | 30.21 | | river | 18.94 | 29.69 | | bridge | 25.93 | 36.75 | | bookcase | 25.0 | 38.68 | | blind | 22.46 | 26.01 | | coffee table | 37.66 | 64.4 | | toilet | 61.29 | 70.63 | | flower | 32.55 | 46.44 | | book | 32.63 | 57.84 | | hill | 2.89 | 3.16 | | bench | 21.94 | 24.53 | | countertop | 37.46 | 50.41 | | stove | 38.85 | 45.62 | | palm | 35.45 | 46.84 | | kitchen island | 15.98 | 27.8 | | computer | 47.57 | 57.25 | | swivel chair | 23.84 | 46.33 | | boat | 32.15 | 35.99 | | bar | 21.68 | 26.06 | | arcade machine | 24.52 | 29.85 | | hovel | 28.71 | 44.86 | | bus | 67.18 | 80.01 | | towel | 36.5 | 46.08 | | light | 25.31 | 30.09 | | truck | 16.26 | 20.2 | | tower | 24.71 | 35.75 | | chandelier | 47.93 | 61.35 | | awning | 8.17 | 9.15 | | streetlight | 11.75 | 16.98 | | booth | 17.9 | 25.99 | | television receiver | 40.51 | 50.86 | | airplane | 49.2 | 58.15 | | dirt track | 3.15 | 8.03 | | apparel | 20.72 | 29.94 | | pole | 6.63 | 7.61 | | land | 15.95 | 22.41 | | bannister | 4.75 | 5.61 | | escalator | 16.54 | 20.38 | | ottoman | 12.49 | 14.51 | | bottle | 15.51 | 20.34 | | buffet | 34.07 | 53.05 | | poster | 8.8 | 11.6 | | stage | 6.63 | 10.47 | | van | 17.19 | 18.42 | | ship | 47.19 | 63.91 | | fountain | 20.1 | 22.27 | | conveyer belt | 43.27 | 52.8 | | canopy | 14.32 | 21.79 | | washer | 51.59 | 63.7 | | plaything | 8.22 | 14.31 | | swimming pool | 15.51 | 20.59 | | stool | 14.16 | 17.37 | | barrel | 1.54 | 14.28 | | basket | 16.79 | 30.7 | | waterfall | 57.89 | 75.72 | | tent | 76.33 | 93.95 | | bag | 6.42 | 7.86 | | minibike | 46.04 | 53.17 | | cradle | 59.53 | 78.5 | | oven | 12.04 | 16.84 | | ball | 29.41 | 32.52 | | food | 23.2 | 24.46 | | step | 1.59 | 2.04 | | tank | 29.06 | 32.85 | | trade name | 12.18 | 12.87 | | microwave | 56.79 | 66.56 | | pot | 19.03 | 21.98 | | animal | 43.99 | 46.73 | | bicycle | 47.57 | 63.84 | | lake | 0.87 | 1.06 | | dishwasher | 29.83 | 51.81 | | screen | 41.5 | 62.25 | | blanket | 0.29 | 0.32 | | sculpture | 29.81 | 38.04 | | hood | 18.34 | 19.15 | | sconce | 17.37 | 21.09 | | vase | 16.1 | 26.06 | | traffic light | 20.35 | 40.06 | | tray | 2.78 | 4.44 | | ashcan | 17.88 | 28.04 | | fan | 41.49 | 54.99 | | pier | 23.8 | 37.95 | | crt screen | 9.53 | 17.57 | | plate | 25.86 | 31.33 | | monitor | 23.07 | 32.64 | | bulletin board | 23.22 | 31.5 | | shower | 0.83 | 1.8 | | radiator | 42.11 | 45.36 | | glass | 8.51 | 10.64 | | clock | 10.41 | 13.56 | | flag | 24.39 | 28.32 | +---------------------+-------+-------+ 2023-11-14 03:14:24,381 - mmseg - INFO - Summary: 2023-11-14 03:14:24,381 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 71.98 | 31.34 | 41.62 | +-------+-------+-------+ 2023-11-14 03:14:24,382 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:14:24,382 - mmseg - INFO - Iter(val) [250] aAcc: 0.7198, mIoU: 0.3134, mAcc: 0.4162, IoU.wall: 0.5991, IoU.building: 0.7346, IoU.sky: 0.8797, IoU.floor: 0.6599, IoU.tree: 0.6270, IoU.ceiling: 0.6732, IoU.road: 0.7211, IoU.bed : 0.6981, IoU.windowpane: 0.4666, IoU.grass: 0.5506, IoU.cabinet: 0.4021, IoU.sidewalk: 0.4681, IoU.person: 0.6621, IoU.earth: 0.2570, IoU.door: 0.1683, IoU.table: 0.3126, IoU.mountain: 0.4882, IoU.plant: 0.3651, IoU.curtain: 0.5133, IoU.chair: 0.3438, IoU.car: 0.7099, IoU.water: 0.4342, IoU.painting: 0.4752, IoU.sofa: 0.4380, IoU.shelf: 0.2298, IoU.house: 0.4061, IoU.sea: 0.4017, IoU.mirror: 0.2657, IoU.rug: 0.3331, IoU.field: 0.2776, IoU.armchair: 0.1785, IoU.seat: 0.3659, IoU.fence: 0.2422, IoU.desk: 0.2703, IoU.rock: 0.3795, IoU.wardrobe: 0.3110, IoU.lamp: 0.3337, IoU.bathtub: 0.5055, IoU.railing: 0.2196, IoU.cushion: 0.2994, IoU.base: 0.0852, IoU.box: 0.0916, IoU.column: 0.1777, IoU.signboard: 0.2558, IoU.chest of drawers: 0.2607, IoU.counter: 0.1466, IoU.sand: 0.3166, IoU.sink: 0.4654, IoU.skyscraper: 0.4358, IoU.fireplace: 0.4823, IoU.refrigerator: 0.4321, IoU.grandstand: 0.3754, IoU.path: 0.1816, IoU.stairs: 0.1718, IoU.runway: 0.6683, IoU.case: 0.3514, IoU.pool table: 0.8204, IoU.pillow: 0.3742, IoU.screen door: 0.2298, IoU.stairway: 0.2390, IoU.river: 0.1894, IoU.bridge: 0.2593, IoU.bookcase: 0.2500, IoU.blind: 0.2246, IoU.coffee table: 0.3766, IoU.toilet: 0.6129, IoU.flower: 0.3255, IoU.book: 0.3263, IoU.hill: 0.0289, IoU.bench: 0.2194, IoU.countertop: 0.3746, IoU.stove: 0.3885, IoU.palm: 0.3545, IoU.kitchen island: 0.1598, IoU.computer: 0.4757, IoU.swivel chair: 0.2384, IoU.boat: 0.3215, IoU.bar: 0.2168, IoU.arcade machine: 0.2452, IoU.hovel: 0.2871, IoU.bus: 0.6718, IoU.towel: 0.3650, IoU.light: 0.2531, IoU.truck: 0.1626, IoU.tower: 0.2471, IoU.chandelier: 0.4793, IoU.awning: 0.0817, IoU.streetlight: 0.1175, IoU.booth: 0.1790, IoU.television receiver: 0.4051, IoU.airplane: 0.4920, IoU.dirt track: 0.0315, IoU.apparel: 0.2072, IoU.pole: 0.0663, IoU.land: 0.1595, IoU.bannister: 0.0475, IoU.escalator: 0.1654, IoU.ottoman: 0.1249, IoU.bottle: 0.1551, IoU.buffet: 0.3407, IoU.poster: 0.0880, IoU.stage: 0.0663, IoU.van: 0.1719, IoU.ship: 0.4719, IoU.fountain: 0.2010, IoU.conveyer belt: 0.4327, IoU.canopy: 0.1432, IoU.washer: 0.5159, IoU.plaything: 0.0822, IoU.swimming pool: 0.1551, IoU.stool: 0.1416, IoU.barrel: 0.0154, IoU.basket: 0.1679, IoU.waterfall: 0.5789, IoU.tent: 0.7633, IoU.bag: 0.0642, IoU.minibike: 0.4604, IoU.cradle: 0.5953, IoU.oven: 0.1204, IoU.ball: 0.2941, IoU.food: 0.2320, IoU.step: 0.0159, IoU.tank: 0.2906, IoU.trade name: 0.1218, IoU.microwave: 0.5679, IoU.pot: 0.1903, IoU.animal: 0.4399, IoU.bicycle: 0.4757, IoU.lake: 0.0087, IoU.dishwasher: 0.2983, IoU.screen: 0.4150, IoU.blanket: 0.0029, IoU.sculpture: 0.2981, IoU.hood: 0.1834, IoU.sconce: 0.1737, IoU.vase: 0.1610, IoU.traffic light: 0.2035, IoU.tray: 0.0278, IoU.ashcan: 0.1788, IoU.fan: 0.4149, IoU.pier: 0.2380, IoU.crt screen: 0.0953, IoU.plate: 0.2586, IoU.monitor: 0.2307, IoU.bulletin board: 0.2322, IoU.shower: 0.0083, IoU.radiator: 0.4211, IoU.glass: 0.0851, IoU.clock: 0.1041, IoU.flag: 0.2439, Acc.wall: 0.8062, Acc.building: 0.8964, Acc.sky: 0.9518, Acc.floor: 0.8425, Acc.tree: 0.8301, Acc.ceiling: 0.7878, Acc.road: 0.8190, Acc.bed : 0.8491, Acc.windowpane: 0.6453, Acc.grass: 0.6890, Acc.cabinet: 0.5044, Acc.sidewalk: 0.6618, Acc.person: 0.8377, Acc.earth: 0.3429, Acc.door: 0.2173, Acc.table: 0.4442, Acc.mountain: 0.6442, Acc.plant: 0.4292, Acc.curtain: 0.7041, Acc.chair: 0.4697, Acc.car: 0.8683, Acc.water: 0.5783, Acc.painting: 0.6417, Acc.sofa: 0.6915, Acc.shelf: 0.3219, Acc.house: 0.5564, Acc.sea: 0.6664, Acc.mirror: 0.3143, Acc.rug: 0.3674, Acc.field: 0.5753, Acc.armchair: 0.2573, Acc.seat: 0.4581, Acc.fence: 0.3317, Acc.desk: 0.5411, Acc.rock: 0.5723, Acc.wardrobe: 0.4020, Acc.lamp: 0.4879, Acc.bathtub: 0.7939, Acc.railing: 0.3215, Acc.cushion: 0.3950, Acc.base: 0.1306, Acc.box: 0.1179, Acc.column: 0.2076, Acc.signboard: 0.3591, Acc.chest of drawers: 0.3968, Acc.counter: 0.1840, Acc.sand: 0.4189, Acc.sink: 0.5932, Acc.skyscraper: 0.6058, Acc.fireplace: 0.6021, Acc.refrigerator: 0.5643, Acc.grandstand: 0.5685, Acc.path: 0.2657, Acc.stairs: 0.2175, Acc.runway: 0.9067, Acc.case: 0.6232, Acc.pool table: 0.9230, Acc.pillow: 0.4897, Acc.screen door: 0.2866, Acc.stairway: 0.3021, Acc.river: 0.2969, Acc.bridge: 0.3675, Acc.bookcase: 0.3868, Acc.blind: 0.2601, Acc.coffee table: 0.6440, Acc.toilet: 0.7063, Acc.flower: 0.4644, Acc.book: 0.5784, Acc.hill: 0.0316, Acc.bench: 0.2453, Acc.countertop: 0.5041, Acc.stove: 0.4562, Acc.palm: 0.4684, Acc.kitchen island: 0.2780, Acc.computer: 0.5725, Acc.swivel chair: 0.4633, Acc.boat: 0.3599, Acc.bar: 0.2606, Acc.arcade machine: 0.2985, Acc.hovel: 0.4486, Acc.bus: 0.8001, Acc.towel: 0.4608, Acc.light: 0.3009, Acc.truck: 0.2020, Acc.tower: 0.3575, Acc.chandelier: 0.6135, Acc.awning: 0.0915, Acc.streetlight: 0.1698, Acc.booth: 0.2599, Acc.television receiver: 0.5086, Acc.airplane: 0.5815, Acc.dirt track: 0.0803, Acc.apparel: 0.2994, Acc.pole: 0.0761, Acc.land: 0.2241, Acc.bannister: 0.0561, Acc.escalator: 0.2038, Acc.ottoman: 0.1451, Acc.bottle: 0.2034, Acc.buffet: 0.5305, Acc.poster: 0.1160, Acc.stage: 0.1047, Acc.van: 0.1842, Acc.ship: 0.6391, Acc.fountain: 0.2227, Acc.conveyer belt: 0.5280, Acc.canopy: 0.2179, Acc.washer: 0.6370, Acc.plaything: 0.1431, Acc.swimming pool: 0.2059, Acc.stool: 0.1737, Acc.barrel: 0.1428, Acc.basket: 0.3070, Acc.waterfall: 0.7572, Acc.tent: 0.9395, Acc.bag: 0.0786, Acc.minibike: 0.5317, Acc.cradle: 0.7850, Acc.oven: 0.1684, Acc.ball: 0.3252, Acc.food: 0.2446, Acc.step: 0.0204, Acc.tank: 0.3285, Acc.trade name: 0.1287, Acc.microwave: 0.6656, Acc.pot: 0.2198, Acc.animal: 0.4673, Acc.bicycle: 0.6384, Acc.lake: 0.0106, Acc.dishwasher: 0.5181, Acc.screen: 0.6225, Acc.blanket: 0.0032, Acc.sculpture: 0.3804, Acc.hood: 0.1915, Acc.sconce: 0.2109, Acc.vase: 0.2606, Acc.traffic light: 0.4006, Acc.tray: 0.0444, Acc.ashcan: 0.2804, Acc.fan: 0.5499, Acc.pier: 0.3795, Acc.crt screen: 0.1757, Acc.plate: 0.3133, Acc.monitor: 0.3264, Acc.bulletin board: 0.3150, Acc.shower: 0.0180, Acc.radiator: 0.4536, Acc.glass: 0.1064, Acc.clock: 0.1356, Acc.flag: 0.2832 2023-11-14 03:14:29,302 - mmseg - INFO - Iter [10050/40000] lr: 7.488e-04, eta: 0:53:19, time: 1.374, data_time: 1.278, memory: 3269, decode.loss_ce: 0.9178, decode.acc_seg: 68.6843, loss: 0.9178 2023-11-14 03:14:34,263 - mmseg - INFO - Iter [10100/40000] lr: 7.475e-04, eta: 0:53:12, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9547, decode.acc_seg: 67.6852, loss: 0.9547 2023-11-14 03:14:41,370 - mmseg - INFO - Iter [10150/40000] lr: 7.463e-04, eta: 0:53:12, time: 0.142, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8614, decode.acc_seg: 70.1208, loss: 0.8614 2023-11-14 03:14:46,279 - mmseg - INFO - Iter [10200/40000] lr: 7.450e-04, eta: 0:53:05, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9036, decode.acc_seg: 69.1856, loss: 0.9036 2023-11-14 03:14:51,191 - mmseg - INFO - Iter [10250/40000] lr: 7.438e-04, eta: 0:52:59, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9055, decode.acc_seg: 68.7298, loss: 0.9055 2023-11-14 03:14:56,108 - mmseg - INFO - Iter [10300/40000] lr: 7.425e-04, eta: 0:52:52, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9082, decode.acc_seg: 69.8832, loss: 0.9082 2023-11-14 03:15:01,031 - mmseg - INFO - Iter [10350/40000] lr: 7.413e-04, eta: 0:52:46, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9248, decode.acc_seg: 68.5485, loss: 0.9248 2023-11-14 03:15:05,952 - mmseg - INFO - Iter [10400/40000] lr: 7.400e-04, eta: 0:52:39, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9617, decode.acc_seg: 67.7814, loss: 0.9617 2023-11-14 03:15:10,867 - mmseg - INFO - Iter [10450/40000] lr: 7.388e-04, eta: 0:52:33, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9367, decode.acc_seg: 67.3616, loss: 0.9367 2023-11-14 03:15:15,787 - mmseg - INFO - Iter [10500/40000] lr: 7.375e-04, eta: 0:52:26, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8930, decode.acc_seg: 69.4726, loss: 0.8930 2023-11-14 03:15:20,692 - mmseg - INFO - Iter [10550/40000] lr: 7.363e-04, eta: 0:52:20, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9022, decode.acc_seg: 69.1691, loss: 0.9022 2023-11-14 03:15:25,628 - mmseg - INFO - Iter [10600/40000] lr: 7.350e-04, eta: 0:52:13, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8824, decode.acc_seg: 69.7007, loss: 0.8824 2023-11-14 03:15:30,545 - mmseg - INFO - Iter [10650/40000] lr: 7.338e-04, eta: 0:52:07, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9067, decode.acc_seg: 69.2391, loss: 0.9067 2023-11-14 03:15:35,462 - mmseg - INFO - Iter [10700/40000] lr: 7.325e-04, eta: 0:52:00, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9273, decode.acc_seg: 68.3279, loss: 0.9273 2023-11-14 03:15:40,381 - mmseg - INFO - Iter [10750/40000] lr: 7.313e-04, eta: 0:51:54, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9182, decode.acc_seg: 68.4953, loss: 0.9182 2023-11-14 03:15:45,293 - mmseg - INFO - Iter [10800/40000] lr: 7.300e-04, eta: 0:51:47, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8682, decode.acc_seg: 70.0671, loss: 0.8682 2023-11-14 03:15:50,223 - mmseg - INFO - Iter [10850/40000] lr: 7.288e-04, eta: 0:51:41, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9285, decode.acc_seg: 69.2024, loss: 0.9285 2023-11-14 03:15:55,140 - mmseg - INFO - Iter [10900/40000] lr: 7.275e-04, eta: 0:51:35, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8882, decode.acc_seg: 69.5837, loss: 0.8882 2023-11-14 03:16:00,056 - mmseg - INFO - Iter [10950/40000] lr: 7.263e-04, eta: 0:51:28, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8904, decode.acc_seg: 69.3964, loss: 0.8904 2023-11-14 03:16:04,972 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:16:04,987 - mmseg - INFO - Iter [11000/40000] lr: 7.250e-04, eta: 0:51:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9585, decode.acc_seg: 66.9355, loss: 0.9585 2023-11-14 03:16:09,916 - mmseg - INFO - Iter [11050/40000] lr: 7.238e-04, eta: 0:51:16, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9739, decode.acc_seg: 66.9671, loss: 0.9739 2023-11-14 03:16:14,844 - mmseg - INFO - Iter [11100/40000] lr: 7.225e-04, eta: 0:51:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8760, decode.acc_seg: 69.3744, loss: 0.8760 2023-11-14 03:16:19,761 - mmseg - INFO - Iter [11150/40000] lr: 7.213e-04, eta: 0:51:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9081, decode.acc_seg: 68.4487, loss: 0.9081 2023-11-14 03:16:24,688 - mmseg - INFO - Iter [11200/40000] lr: 7.200e-04, eta: 0:50:57, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9108, decode.acc_seg: 68.0734, loss: 0.9108 2023-11-14 03:16:29,606 - mmseg - INFO - Iter [11250/40000] lr: 7.188e-04, eta: 0:50:50, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9481, decode.acc_seg: 67.9625, loss: 0.9481 2023-11-14 03:16:34,520 - mmseg - INFO - Iter [11300/40000] lr: 7.175e-04, eta: 0:50:44, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8909, decode.acc_seg: 68.9272, loss: 0.8909 2023-11-14 03:16:39,433 - mmseg - INFO - Iter [11350/40000] lr: 7.163e-04, eta: 0:50:38, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9436, decode.acc_seg: 67.4831, loss: 0.9436 2023-11-14 03:16:46,605 - mmseg - INFO - Iter [11400/40000] lr: 7.150e-04, eta: 0:50:37, time: 0.143, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8868, decode.acc_seg: 69.4843, loss: 0.8868 2023-11-14 03:16:51,518 - mmseg - INFO - Iter [11450/40000] lr: 7.138e-04, eta: 0:50:31, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9066, decode.acc_seg: 69.5007, loss: 0.9066 2023-11-14 03:16:56,436 - mmseg - INFO - Iter [11500/40000] lr: 7.125e-04, eta: 0:50:25, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9221, decode.acc_seg: 68.5898, loss: 0.9221 2023-11-14 03:17:01,351 - mmseg - INFO - Iter [11550/40000] lr: 7.113e-04, eta: 0:50:18, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8815, decode.acc_seg: 69.4924, loss: 0.8815 2023-11-14 03:17:06,271 - mmseg - INFO - Iter [11600/40000] lr: 7.100e-04, eta: 0:50:12, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9246, decode.acc_seg: 68.3025, loss: 0.9246 2023-11-14 03:17:11,189 - mmseg - INFO - Iter [11650/40000] lr: 7.088e-04, eta: 0:50:06, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9020, decode.acc_seg: 68.5366, loss: 0.9020 2023-11-14 03:17:16,108 - mmseg - INFO - Iter [11700/40000] lr: 7.075e-04, eta: 0:50:00, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9202, decode.acc_seg: 68.6228, loss: 0.9202 2023-11-14 03:17:21,027 - mmseg - INFO - Iter [11750/40000] lr: 7.063e-04, eta: 0:49:53, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9277, decode.acc_seg: 68.8441, loss: 0.9277 2023-11-14 03:17:25,947 - mmseg - INFO - Iter [11800/40000] lr: 7.050e-04, eta: 0:49:47, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9222, decode.acc_seg: 68.3272, loss: 0.9222 2023-11-14 03:17:30,864 - mmseg - INFO - Iter [11850/40000] lr: 7.038e-04, eta: 0:49:41, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9182, decode.acc_seg: 68.2716, loss: 0.9182 2023-11-14 03:17:35,802 - mmseg - INFO - Iter [11900/40000] lr: 7.025e-04, eta: 0:49:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9258, decode.acc_seg: 68.3502, loss: 0.9258 2023-11-14 03:17:40,724 - mmseg - INFO - Iter [11950/40000] lr: 7.013e-04, eta: 0:49:29, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9075, decode.acc_seg: 68.9138, loss: 0.9075 2023-11-14 03:17:45,643 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:17:45,643 - mmseg - INFO - Iter [12000/40000] lr: 7.000e-04, eta: 0:49:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9575, decode.acc_seg: 68.3395, loss: 0.9575 2023-11-14 03:17:50,562 - mmseg - INFO - Iter [12050/40000] lr: 6.988e-04, eta: 0:49:16, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9721, decode.acc_seg: 66.9600, loss: 0.9721 2023-11-14 03:17:55,483 - mmseg - INFO - Iter [12100/40000] lr: 6.975e-04, eta: 0:49:10, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9367, decode.acc_seg: 68.3277, loss: 0.9367 2023-11-14 03:18:00,406 - mmseg - INFO - Iter [12150/40000] lr: 6.963e-04, eta: 0:49:04, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9139, decode.acc_seg: 68.4708, loss: 0.9139 2023-11-14 03:18:05,335 - mmseg - INFO - Iter [12200/40000] lr: 6.950e-04, eta: 0:48:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8775, decode.acc_seg: 69.9776, loss: 0.8775 2023-11-14 03:18:10,251 - mmseg - INFO - Iter [12250/40000] lr: 6.938e-04, eta: 0:48:52, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8781, decode.acc_seg: 69.7548, loss: 0.8781 2023-11-14 03:18:15,170 - mmseg - INFO - Iter [12300/40000] lr: 6.925e-04, eta: 0:48:46, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9244, decode.acc_seg: 68.6674, loss: 0.9244 2023-11-14 03:18:20,080 - mmseg - INFO - Iter [12350/40000] lr: 6.913e-04, eta: 0:48:40, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9289, decode.acc_seg: 68.0514, loss: 0.9289 2023-11-14 03:18:25,009 - mmseg - INFO - Iter [12400/40000] lr: 6.900e-04, eta: 0:48:33, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9148, decode.acc_seg: 68.1634, loss: 0.9148 2023-11-14 03:18:29,934 - mmseg - INFO - Iter [12450/40000] lr: 6.888e-04, eta: 0:48:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9372, decode.acc_seg: 67.3776, loss: 0.9372 2023-11-14 03:18:34,867 - mmseg - INFO - Iter [12500/40000] lr: 6.875e-04, eta: 0:48:21, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8951, decode.acc_seg: 68.5984, loss: 0.8951 2023-11-14 03:18:39,785 - mmseg - INFO - Iter [12550/40000] lr: 6.863e-04, eta: 0:48:15, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8835, decode.acc_seg: 69.8880, loss: 0.8835 2023-11-14 03:18:44,717 - mmseg - INFO - Iter [12600/40000] lr: 6.850e-04, eta: 0:48:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9135, decode.acc_seg: 69.1157, loss: 0.9135 2023-11-14 03:18:51,859 - mmseg - INFO - Iter [12650/40000] lr: 6.838e-04, eta: 0:48:08, time: 0.143, data_time: 0.045, memory: 3269, decode.loss_ce: 0.9076, decode.acc_seg: 68.6899, loss: 0.9076 2023-11-14 03:18:56,780 - mmseg - INFO - Iter [12700/40000] lr: 6.825e-04, eta: 0:48:02, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9120, decode.acc_seg: 68.5574, loss: 0.9120 2023-11-14 03:19:01,698 - mmseg - INFO - Iter [12750/40000] lr: 6.813e-04, eta: 0:47:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9078, decode.acc_seg: 69.3604, loss: 0.9078 2023-11-14 03:19:06,617 - mmseg - INFO - Iter [12800/40000] lr: 6.800e-04, eta: 0:47:50, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9475, decode.acc_seg: 67.7693, loss: 0.9475 2023-11-14 03:19:11,540 - mmseg - INFO - Iter [12850/40000] lr: 6.788e-04, eta: 0:47:44, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8418, decode.acc_seg: 70.4274, loss: 0.8418 2023-11-14 03:19:16,457 - mmseg - INFO - Iter [12900/40000] lr: 6.775e-04, eta: 0:47:38, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9575, decode.acc_seg: 67.9369, loss: 0.9575 2023-11-14 03:19:21,379 - mmseg - INFO - Iter [12950/40000] lr: 6.763e-04, eta: 0:47:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8975, decode.acc_seg: 68.8263, loss: 0.8975 2023-11-14 03:19:26,309 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:19:26,309 - mmseg - INFO - Iter [13000/40000] lr: 6.750e-04, eta: 0:47:26, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8847, decode.acc_seg: 69.1528, loss: 0.8847 2023-11-14 03:19:31,231 - mmseg - INFO - Iter [13050/40000] lr: 6.738e-04, eta: 0:47:20, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9390, decode.acc_seg: 68.1394, loss: 0.9390 2023-11-14 03:19:36,161 - mmseg - INFO - Iter [13100/40000] lr: 6.725e-04, eta: 0:47:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8878, decode.acc_seg: 69.9570, loss: 0.8878 2023-11-14 03:19:41,082 - mmseg - INFO - Iter [13150/40000] lr: 6.713e-04, eta: 0:47:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8744, decode.acc_seg: 70.3192, loss: 0.8744 2023-11-14 03:19:46,009 - mmseg - INFO - Iter [13200/40000] lr: 6.700e-04, eta: 0:47:02, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9251, decode.acc_seg: 68.5631, loss: 0.9251 2023-11-14 03:19:50,931 - mmseg - INFO - Iter [13250/40000] lr: 6.688e-04, eta: 0:46:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9032, decode.acc_seg: 68.8641, loss: 0.9032 2023-11-14 03:19:55,853 - mmseg - INFO - Iter [13300/40000] lr: 6.675e-04, eta: 0:46:50, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8929, decode.acc_seg: 68.8906, loss: 0.8929 2023-11-14 03:20:00,778 - mmseg - INFO - Iter [13350/40000] lr: 6.663e-04, eta: 0:46:44, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8819, decode.acc_seg: 68.5280, loss: 0.8819 2023-11-14 03:20:05,704 - mmseg - INFO - Iter [13400/40000] lr: 6.650e-04, eta: 0:46:38, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8983, decode.acc_seg: 68.0550, loss: 0.8983 2023-11-14 03:20:10,617 - mmseg - INFO - Iter [13450/40000] lr: 6.638e-04, eta: 0:46:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9325, decode.acc_seg: 68.6279, loss: 0.9325 2023-11-14 03:20:15,562 - mmseg - INFO - Iter [13500/40000] lr: 6.625e-04, eta: 0:46:26, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8861, decode.acc_seg: 68.7428, loss: 0.8861 2023-11-14 03:20:20,485 - mmseg - INFO - Iter [13550/40000] lr: 6.613e-04, eta: 0:46:20, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8828, decode.acc_seg: 69.3963, loss: 0.8828 2023-11-14 03:20:25,404 - mmseg - INFO - Iter [13600/40000] lr: 6.600e-04, eta: 0:46:15, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8976, decode.acc_seg: 68.7350, loss: 0.8976 2023-11-14 03:20:30,328 - mmseg - INFO - Iter [13650/40000] lr: 6.588e-04, eta: 0:46:09, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8733, decode.acc_seg: 70.2443, loss: 0.8733 2023-11-14 03:20:35,251 - mmseg - INFO - Iter [13700/40000] lr: 6.575e-04, eta: 0:46:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9862, decode.acc_seg: 66.3592, loss: 0.9862 2023-11-14 03:20:40,169 - mmseg - INFO - Iter [13750/40000] lr: 6.563e-04, eta: 0:45:57, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9111, decode.acc_seg: 68.0010, loss: 0.9111 2023-11-14 03:20:45,096 - mmseg - INFO - Iter [13800/40000] lr: 6.550e-04, eta: 0:45:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8997, decode.acc_seg: 68.6407, loss: 0.8997 2023-11-14 03:20:50,018 - mmseg - INFO - Iter [13850/40000] lr: 6.538e-04, eta: 0:45:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8918, decode.acc_seg: 69.3308, loss: 0.8918 2023-11-14 03:20:57,140 - mmseg - INFO - Iter [13900/40000] lr: 6.525e-04, eta: 0:45:43, time: 0.142, data_time: 0.046, memory: 3269, decode.loss_ce: 0.9324, decode.acc_seg: 67.6139, loss: 0.9324 2023-11-14 03:21:02,055 - mmseg - INFO - Iter [13950/40000] lr: 6.513e-04, eta: 0:45:38, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8649, decode.acc_seg: 70.3623, loss: 0.8649 2023-11-14 03:21:06,979 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:21:06,980 - mmseg - INFO - Iter [14000/40000] lr: 6.500e-04, eta: 0:45:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8406, decode.acc_seg: 69.7985, loss: 0.8406 2023-11-14 03:21:11,900 - mmseg - INFO - Iter [14050/40000] lr: 6.488e-04, eta: 0:45:26, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8731, decode.acc_seg: 70.2127, loss: 0.8731 2023-11-14 03:21:16,814 - mmseg - INFO - Iter [14100/40000] lr: 6.475e-04, eta: 0:45:20, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8695, decode.acc_seg: 69.4875, loss: 0.8695 2023-11-14 03:21:21,742 - mmseg - INFO - Iter [14150/40000] lr: 6.463e-04, eta: 0:45:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8781, decode.acc_seg: 69.3712, loss: 0.8781 2023-11-14 03:21:26,662 - mmseg - INFO - Iter [14200/40000] lr: 6.450e-04, eta: 0:45:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8969, decode.acc_seg: 68.8862, loss: 0.8969 2023-11-14 03:21:31,585 - mmseg - INFO - Iter [14250/40000] lr: 6.438e-04, eta: 0:45:02, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8827, decode.acc_seg: 69.1584, loss: 0.8827 2023-11-14 03:21:36,507 - mmseg - INFO - Iter [14300/40000] lr: 6.425e-04, eta: 0:44:57, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8734, decode.acc_seg: 69.5727, loss: 0.8734 2023-11-14 03:21:41,426 - mmseg - INFO - Iter [14350/40000] lr: 6.413e-04, eta: 0:44:51, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9348, decode.acc_seg: 67.5167, loss: 0.9348 2023-11-14 03:21:46,352 - mmseg - INFO - Iter [14400/40000] lr: 6.400e-04, eta: 0:44:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9142, decode.acc_seg: 68.7569, loss: 0.9142 2023-11-14 03:21:51,277 - mmseg - INFO - Iter [14450/40000] lr: 6.388e-04, eta: 0:44:39, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9026, decode.acc_seg: 68.9215, loss: 0.9026 2023-11-14 03:21:56,197 - mmseg - INFO - Iter [14500/40000] lr: 6.375e-04, eta: 0:44:33, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8908, decode.acc_seg: 69.1594, loss: 0.8908 2023-11-14 03:22:01,117 - mmseg - INFO - Iter [14550/40000] lr: 6.363e-04, eta: 0:44:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8890, decode.acc_seg: 69.5206, loss: 0.8890 2023-11-14 03:22:06,038 - mmseg - INFO - Iter [14600/40000] lr: 6.350e-04, eta: 0:44:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8894, decode.acc_seg: 68.8041, loss: 0.8894 2023-11-14 03:22:10,959 - mmseg - INFO - Iter [14650/40000] lr: 6.338e-04, eta: 0:44:16, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9374, decode.acc_seg: 68.6201, loss: 0.9374 2023-11-14 03:22:15,883 - mmseg - INFO - Iter [14700/40000] lr: 6.325e-04, eta: 0:44:10, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8969, decode.acc_seg: 68.5744, loss: 0.8969 2023-11-14 03:22:20,803 - mmseg - INFO - Iter [14750/40000] lr: 6.313e-04, eta: 0:44:04, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9074, decode.acc_seg: 68.3323, loss: 0.9074 2023-11-14 03:22:25,728 - mmseg - INFO - Iter [14800/40000] lr: 6.300e-04, eta: 0:43:59, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8826, decode.acc_seg: 69.7583, loss: 0.8826 2023-11-14 03:22:30,654 - mmseg - INFO - Iter [14850/40000] lr: 6.288e-04, eta: 0:43:53, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9227, decode.acc_seg: 69.1446, loss: 0.9227 2023-11-14 03:22:35,583 - mmseg - INFO - Iter [14900/40000] lr: 6.275e-04, eta: 0:43:47, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9263, decode.acc_seg: 68.2008, loss: 0.9263 2023-11-14 03:22:40,511 - mmseg - INFO - Iter [14950/40000] lr: 6.263e-04, eta: 0:43:41, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9168, decode.acc_seg: 68.5044, loss: 0.9168 2023-11-14 03:22:45,441 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:22:45,441 - mmseg - INFO - Iter [15000/40000] lr: 6.250e-04, eta: 0:43:36, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9154, decode.acc_seg: 68.1132, loss: 0.9154 2023-11-14 03:22:50,364 - mmseg - INFO - Iter [15050/40000] lr: 6.238e-04, eta: 0:43:30, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9115, decode.acc_seg: 69.3814, loss: 0.9115 2023-11-14 03:22:55,286 - mmseg - INFO - Iter [15100/40000] lr: 6.225e-04, eta: 0:43:24, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8820, decode.acc_seg: 69.4235, loss: 0.8820 2023-11-14 03:23:00,220 - mmseg - INFO - Iter [15150/40000] lr: 6.213e-04, eta: 0:43:18, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9108, decode.acc_seg: 69.3432, loss: 0.9108 2023-11-14 03:23:07,394 - mmseg - INFO - Iter [15200/40000] lr: 6.200e-04, eta: 0:43:16, time: 0.143, data_time: 0.048, memory: 3269, decode.loss_ce: 0.8977, decode.acc_seg: 69.2370, loss: 0.8977 2023-11-14 03:23:12,324 - mmseg - INFO - Iter [15250/40000] lr: 6.188e-04, eta: 0:43:11, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8730, decode.acc_seg: 69.4982, loss: 0.8730 2023-11-14 03:23:17,258 - mmseg - INFO - Iter [15300/40000] lr: 6.175e-04, eta: 0:43:05, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8593, decode.acc_seg: 69.6194, loss: 0.8593 2023-11-14 03:23:22,177 - mmseg - INFO - Iter [15350/40000] lr: 6.163e-04, eta: 0:42:59, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8598, decode.acc_seg: 69.2891, loss: 0.8598 2023-11-14 03:23:27,108 - mmseg - INFO - Iter [15400/40000] lr: 6.150e-04, eta: 0:42:53, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9151, decode.acc_seg: 68.8822, loss: 0.9151 2023-11-14 03:23:32,035 - mmseg - INFO - Iter [15450/40000] lr: 6.138e-04, eta: 0:42:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8500, decode.acc_seg: 69.9701, loss: 0.8500 2023-11-14 03:23:36,953 - mmseg - INFO - Iter [15500/40000] lr: 6.125e-04, eta: 0:42:42, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9153, decode.acc_seg: 69.0091, loss: 0.9153 2023-11-14 03:23:41,873 - mmseg - INFO - Iter [15550/40000] lr: 6.113e-04, eta: 0:42:36, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8960, decode.acc_seg: 69.4010, loss: 0.8960 2023-11-14 03:23:46,809 - mmseg - INFO - Iter [15600/40000] lr: 6.100e-04, eta: 0:42:31, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8857, decode.acc_seg: 67.9600, loss: 0.8857 2023-11-14 03:23:51,727 - mmseg - INFO - Iter [15650/40000] lr: 6.088e-04, eta: 0:42:25, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8603, decode.acc_seg: 69.3887, loss: 0.8603 2023-11-14 03:23:56,652 - mmseg - INFO - Iter [15700/40000] lr: 6.075e-04, eta: 0:42:19, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8995, decode.acc_seg: 68.9298, loss: 0.8995 2023-11-14 03:24:01,567 - mmseg - INFO - Iter [15750/40000] lr: 6.063e-04, eta: 0:42:13, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9291, decode.acc_seg: 68.4933, loss: 0.9291 2023-11-14 03:24:06,494 - mmseg - INFO - Iter [15800/40000] lr: 6.050e-04, eta: 0:42:08, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8751, decode.acc_seg: 68.5899, loss: 0.8751 2023-11-14 03:24:11,420 - mmseg - INFO - Iter [15850/40000] lr: 6.038e-04, eta: 0:42:02, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8776, decode.acc_seg: 69.9975, loss: 0.8776 2023-11-14 03:24:16,351 - mmseg - INFO - Iter [15900/40000] lr: 6.025e-04, eta: 0:41:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9444, decode.acc_seg: 67.9141, loss: 0.9444 2023-11-14 03:24:21,269 - mmseg - INFO - Iter [15950/40000] lr: 6.013e-04, eta: 0:41:51, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8792, decode.acc_seg: 69.6365, loss: 0.8792 2023-11-14 03:24:26,207 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:24:26,208 - mmseg - INFO - Iter [16000/40000] lr: 6.000e-04, eta: 0:41:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8904, decode.acc_seg: 69.5357, loss: 0.8904 2023-11-14 03:24:31,133 - mmseg - INFO - Iter [16050/40000] lr: 5.988e-04, eta: 0:41:39, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8906, decode.acc_seg: 68.8528, loss: 0.8906 2023-11-14 03:24:36,053 - mmseg - INFO - Iter [16100/40000] lr: 5.975e-04, eta: 0:41:34, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8601, decode.acc_seg: 70.0755, loss: 0.8601 2023-11-14 03:24:40,974 - mmseg - INFO - Iter [16150/40000] lr: 5.963e-04, eta: 0:41:28, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9200, decode.acc_seg: 68.6499, loss: 0.9200 2023-11-14 03:24:45,896 - mmseg - INFO - Iter [16200/40000] lr: 5.950e-04, eta: 0:41:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8992, decode.acc_seg: 68.7960, loss: 0.8992 2023-11-14 03:24:50,830 - mmseg - INFO - Iter [16250/40000] lr: 5.938e-04, eta: 0:41:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9304, decode.acc_seg: 68.2909, loss: 0.9304 2023-11-14 03:24:55,760 - mmseg - INFO - Iter [16300/40000] lr: 5.925e-04, eta: 0:41:11, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9231, decode.acc_seg: 68.2614, loss: 0.9231 2023-11-14 03:25:00,684 - mmseg - INFO - Iter [16350/40000] lr: 5.913e-04, eta: 0:41:06, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9023, decode.acc_seg: 68.9067, loss: 0.9023 2023-11-14 03:25:05,605 - mmseg - INFO - Iter [16400/40000] lr: 5.900e-04, eta: 0:41:00, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9286, decode.acc_seg: 68.6124, loss: 0.9286 2023-11-14 03:25:12,716 - mmseg - INFO - Iter [16450/40000] lr: 5.888e-04, eta: 0:40:57, time: 0.142, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8853, decode.acc_seg: 69.3201, loss: 0.8853 2023-11-14 03:25:17,641 - mmseg - INFO - Iter [16500/40000] lr: 5.875e-04, eta: 0:40:52, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9087, decode.acc_seg: 69.0987, loss: 0.9087 2023-11-14 03:25:22,574 - mmseg - INFO - Iter [16550/40000] lr: 5.863e-04, eta: 0:40:46, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8866, decode.acc_seg: 68.9963, loss: 0.8866 2023-11-14 03:25:27,510 - mmseg - INFO - Iter [16600/40000] lr: 5.850e-04, eta: 0:40:41, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9015, decode.acc_seg: 68.9115, loss: 0.9015 2023-11-14 03:25:32,439 - mmseg - INFO - Iter [16650/40000] lr: 5.838e-04, eta: 0:40:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8719, decode.acc_seg: 70.1065, loss: 0.8719 2023-11-14 03:25:37,366 - mmseg - INFO - Iter [16700/40000] lr: 5.825e-04, eta: 0:40:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8723, decode.acc_seg: 69.0629, loss: 0.8723 2023-11-14 03:25:42,315 - mmseg - INFO - Iter [16750/40000] lr: 5.813e-04, eta: 0:40:24, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8745, decode.acc_seg: 69.6524, loss: 0.8745 2023-11-14 03:25:47,240 - mmseg - INFO - Iter [16800/40000] lr: 5.800e-04, eta: 0:40:18, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8926, decode.acc_seg: 69.0905, loss: 0.8926 2023-11-14 03:25:52,168 - mmseg - INFO - Iter [16850/40000] lr: 5.788e-04, eta: 0:40:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8811, decode.acc_seg: 69.6239, loss: 0.8811 2023-11-14 03:25:57,102 - mmseg - INFO - Iter [16900/40000] lr: 5.775e-04, eta: 0:40:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8935, decode.acc_seg: 69.4690, loss: 0.8935 2023-11-14 03:26:02,041 - mmseg - INFO - Iter [16950/40000] lr: 5.763e-04, eta: 0:40:01, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8740, decode.acc_seg: 68.8944, loss: 0.8740 2023-11-14 03:26:06,965 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:26:06,965 - mmseg - INFO - Iter [17000/40000] lr: 5.750e-04, eta: 0:39:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9227, decode.acc_seg: 68.1777, loss: 0.9227 2023-11-14 03:26:11,901 - mmseg - INFO - Iter [17050/40000] lr: 5.738e-04, eta: 0:39:50, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9309, decode.acc_seg: 68.5956, loss: 0.9309 2023-11-14 03:26:16,823 - mmseg - INFO - Iter [17100/40000] lr: 5.725e-04, eta: 0:39:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8927, decode.acc_seg: 69.1317, loss: 0.8927 2023-11-14 03:26:21,746 - mmseg - INFO - Iter [17150/40000] lr: 5.713e-04, eta: 0:39:39, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9082, decode.acc_seg: 69.0355, loss: 0.9082 2023-11-14 03:26:26,679 - mmseg - INFO - Iter [17200/40000] lr: 5.700e-04, eta: 0:39:33, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9010, decode.acc_seg: 68.3201, loss: 0.9010 2023-11-14 03:26:31,608 - mmseg - INFO - Iter [17250/40000] lr: 5.688e-04, eta: 0:39:28, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9059, decode.acc_seg: 67.9376, loss: 0.9059 2023-11-14 03:26:36,535 - mmseg - INFO - Iter [17300/40000] lr: 5.675e-04, eta: 0:39:22, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9196, decode.acc_seg: 68.3781, loss: 0.9196 2023-11-14 03:26:41,459 - mmseg - INFO - Iter [17350/40000] lr: 5.663e-04, eta: 0:39:17, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8930, decode.acc_seg: 69.6765, loss: 0.8930 2023-11-14 03:26:46,389 - mmseg - INFO - Iter [17400/40000] lr: 5.650e-04, eta: 0:39:11, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9139, decode.acc_seg: 67.6984, loss: 0.9139 2023-11-14 03:26:51,331 - mmseg - INFO - Iter [17450/40000] lr: 5.638e-04, eta: 0:39:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9132, decode.acc_seg: 68.8203, loss: 0.9132 2023-11-14 03:26:56,264 - mmseg - INFO - Iter [17500/40000] lr: 5.625e-04, eta: 0:39:00, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8767, decode.acc_seg: 69.2298, loss: 0.8767 2023-11-14 03:27:01,191 - mmseg - INFO - Iter [17550/40000] lr: 5.613e-04, eta: 0:38:54, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8940, decode.acc_seg: 68.4960, loss: 0.8940 2023-11-14 03:27:06,125 - mmseg - INFO - Iter [17600/40000] lr: 5.600e-04, eta: 0:38:49, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9060, decode.acc_seg: 69.0376, loss: 0.9060 2023-11-14 03:27:11,051 - mmseg - INFO - Iter [17650/40000] lr: 5.588e-04, eta: 0:38:43, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9319, decode.acc_seg: 68.2686, loss: 0.9319 2023-11-14 03:27:18,260 - mmseg - INFO - Iter [17700/40000] lr: 5.575e-04, eta: 0:38:41, time: 0.144, data_time: 0.047, memory: 3269, decode.loss_ce: 0.9030, decode.acc_seg: 68.5775, loss: 0.9030 2023-11-14 03:27:23,194 - mmseg - INFO - Iter [17750/40000] lr: 5.563e-04, eta: 0:38:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8786, decode.acc_seg: 70.2174, loss: 0.8786 2023-11-14 03:27:28,118 - mmseg - INFO - Iter [17800/40000] lr: 5.550e-04, eta: 0:38:30, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8979, decode.acc_seg: 69.5105, loss: 0.8979 2023-11-14 03:27:33,048 - mmseg - INFO - Iter [17850/40000] lr: 5.538e-04, eta: 0:38:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8821, decode.acc_seg: 69.6570, loss: 0.8821 2023-11-14 03:27:37,970 - mmseg - INFO - Iter [17900/40000] lr: 5.525e-04, eta: 0:38:19, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8884, decode.acc_seg: 69.5615, loss: 0.8884 2023-11-14 03:27:42,899 - mmseg - INFO - Iter [17950/40000] lr: 5.513e-04, eta: 0:38:13, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8559, decode.acc_seg: 70.0863, loss: 0.8559 2023-11-14 03:27:47,822 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:27:47,822 - mmseg - INFO - Iter [18000/40000] lr: 5.500e-04, eta: 0:38:07, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9355, decode.acc_seg: 68.2848, loss: 0.9355 2023-11-14 03:27:52,751 - mmseg - INFO - Iter [18050/40000] lr: 5.488e-04, eta: 0:38:02, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8694, decode.acc_seg: 69.8244, loss: 0.8694 2023-11-14 03:27:57,686 - mmseg - INFO - Iter [18100/40000] lr: 5.475e-04, eta: 0:37:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9123, decode.acc_seg: 68.6611, loss: 0.9123 2023-11-14 03:28:02,611 - mmseg - INFO - Iter [18150/40000] lr: 5.463e-04, eta: 0:37:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9054, decode.acc_seg: 67.9567, loss: 0.9054 2023-11-14 03:28:07,532 - mmseg - INFO - Iter [18200/40000] lr: 5.450e-04, eta: 0:37:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9225, decode.acc_seg: 68.5769, loss: 0.9225 2023-11-14 03:28:12,456 - mmseg - INFO - Iter [18250/40000] lr: 5.438e-04, eta: 0:37:40, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9238, decode.acc_seg: 68.4679, loss: 0.9238 2023-11-14 03:28:17,392 - mmseg - INFO - Iter [18300/40000] lr: 5.425e-04, eta: 0:37:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8777, decode.acc_seg: 69.5304, loss: 0.8777 2023-11-14 03:28:22,318 - mmseg - INFO - Iter [18350/40000] lr: 5.413e-04, eta: 0:37:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8536, decode.acc_seg: 69.7253, loss: 0.8536 2023-11-14 03:28:27,243 - mmseg - INFO - Iter [18400/40000] lr: 5.400e-04, eta: 0:37:23, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8705, decode.acc_seg: 68.8992, loss: 0.8705 2023-11-14 03:28:32,163 - mmseg - INFO - Iter [18450/40000] lr: 5.388e-04, eta: 0:37:18, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8979, decode.acc_seg: 68.9350, loss: 0.8979 2023-11-14 03:28:37,084 - mmseg - INFO - Iter [18500/40000] lr: 5.375e-04, eta: 0:37:12, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9054, decode.acc_seg: 68.8028, loss: 0.9054 2023-11-14 03:28:42,015 - mmseg - INFO - Iter [18550/40000] lr: 5.363e-04, eta: 0:37:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8840, decode.acc_seg: 69.2356, loss: 0.8840 2023-11-14 03:28:46,941 - mmseg - INFO - Iter [18600/40000] lr: 5.350e-04, eta: 0:37:01, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9177, decode.acc_seg: 68.6209, loss: 0.9177 2023-11-14 03:28:51,870 - mmseg - INFO - Iter [18650/40000] lr: 5.338e-04, eta: 0:36:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8943, decode.acc_seg: 68.7065, loss: 0.8943 2023-11-14 03:28:56,799 - mmseg - INFO - Iter [18700/40000] lr: 5.325e-04, eta: 0:36:50, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8884, decode.acc_seg: 68.9585, loss: 0.8884 2023-11-14 03:29:01,724 - mmseg - INFO - Iter [18750/40000] lr: 5.313e-04, eta: 0:36:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8863, decode.acc_seg: 69.5938, loss: 0.8863 2023-11-14 03:29:06,654 - mmseg - INFO - Iter [18800/40000] lr: 5.300e-04, eta: 0:36:39, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9181, decode.acc_seg: 69.0576, loss: 0.9181 2023-11-14 03:29:11,587 - mmseg - INFO - Iter [18850/40000] lr: 5.288e-04, eta: 0:36:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8568, decode.acc_seg: 69.8460, loss: 0.8568 2023-11-14 03:29:16,510 - mmseg - INFO - Iter [18900/40000] lr: 5.275e-04, eta: 0:36:28, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9408, decode.acc_seg: 68.0331, loss: 0.9408 2023-11-14 03:29:23,665 - mmseg - INFO - Iter [18950/40000] lr: 5.263e-04, eta: 0:36:25, time: 0.143, data_time: 0.047, memory: 3269, decode.loss_ce: 0.9001, decode.acc_seg: 68.7527, loss: 0.9001 2023-11-14 03:29:28,590 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:29:28,590 - mmseg - INFO - Iter [19000/40000] lr: 5.250e-04, eta: 0:36:20, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8459, decode.acc_seg: 69.7150, loss: 0.8459 2023-11-14 03:29:33,516 - mmseg - INFO - Iter [19050/40000] lr: 5.238e-04, eta: 0:36:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8715, decode.acc_seg: 69.4466, loss: 0.8715 2023-11-14 03:29:38,438 - mmseg - INFO - Iter [19100/40000] lr: 5.225e-04, eta: 0:36:09, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9275, decode.acc_seg: 68.4677, loss: 0.9275 2023-11-14 03:29:43,366 - mmseg - INFO - Iter [19150/40000] lr: 5.213e-04, eta: 0:36:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8530, decode.acc_seg: 70.3809, loss: 0.8530 2023-11-14 03:29:48,294 - mmseg - INFO - Iter [19200/40000] lr: 5.200e-04, eta: 0:35:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9089, decode.acc_seg: 68.6659, loss: 0.9089 2023-11-14 03:29:53,219 - mmseg - INFO - Iter [19250/40000] lr: 5.188e-04, eta: 0:35:53, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8856, decode.acc_seg: 69.3437, loss: 0.8856 2023-11-14 03:29:58,137 - mmseg - INFO - Iter [19300/40000] lr: 5.175e-04, eta: 0:35:47, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8272, decode.acc_seg: 70.7270, loss: 0.8272 2023-11-14 03:30:03,057 - mmseg - INFO - Iter [19350/40000] lr: 5.163e-04, eta: 0:35:42, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8871, decode.acc_seg: 69.8800, loss: 0.8871 2023-11-14 03:30:07,989 - mmseg - INFO - Iter [19400/40000] lr: 5.150e-04, eta: 0:35:36, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9275, decode.acc_seg: 68.2451, loss: 0.9275 2023-11-14 03:30:12,918 - mmseg - INFO - Iter [19450/40000] lr: 5.138e-04, eta: 0:35:31, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8996, decode.acc_seg: 69.4829, loss: 0.8996 2023-11-14 03:30:17,847 - mmseg - INFO - Iter [19500/40000] lr: 5.125e-04, eta: 0:35:25, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8829, decode.acc_seg: 69.7747, loss: 0.8829 2023-11-14 03:30:22,771 - mmseg - INFO - Iter [19550/40000] lr: 5.113e-04, eta: 0:35:20, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9218, decode.acc_seg: 68.5675, loss: 0.9218 2023-11-14 03:30:27,697 - mmseg - INFO - Iter [19600/40000] lr: 5.100e-04, eta: 0:35:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8759, decode.acc_seg: 69.3095, loss: 0.8759 2023-11-14 03:30:32,639 - mmseg - INFO - Iter [19650/40000] lr: 5.088e-04, eta: 0:35:09, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9242, decode.acc_seg: 68.5788, loss: 0.9242 2023-11-14 03:30:37,557 - mmseg - INFO - Iter [19700/40000] lr: 5.075e-04, eta: 0:35:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8947, decode.acc_seg: 69.2917, loss: 0.8947 2023-11-14 03:30:42,476 - mmseg - INFO - Iter [19750/40000] lr: 5.063e-04, eta: 0:34:58, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9104, decode.acc_seg: 69.4328, loss: 0.9104 2023-11-14 03:30:47,403 - mmseg - INFO - Iter [19800/40000] lr: 5.050e-04, eta: 0:34:53, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8857, decode.acc_seg: 69.1481, loss: 0.8857 2023-11-14 03:30:52,326 - mmseg - INFO - Iter [19850/40000] lr: 5.038e-04, eta: 0:34:47, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8660, decode.acc_seg: 69.6228, loss: 0.8660 2023-11-14 03:30:57,268 - mmseg - INFO - Iter [19900/40000] lr: 5.025e-04, eta: 0:34:42, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8766, decode.acc_seg: 70.1110, loss: 0.8766 2023-11-14 03:31:02,192 - mmseg - INFO - Iter [19950/40000] lr: 5.013e-04, eta: 0:34:36, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8666, decode.acc_seg: 70.3899, loss: 0.8666 2023-11-14 03:31:07,070 - mmseg - INFO - Saving checkpoint at 20000 iterations 2023-11-14 03:31:07,143 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:31:07,144 - mmseg - INFO - Iter [20000/40000] lr: 5.000e-04, eta: 0:34:31, time: 0.100, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9353, decode.acc_seg: 68.2616, loss: 0.9353 2023-11-14 03:31:20,794 - mmseg - INFO - per class results: 2023-11-14 03:31:20,799 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 59.86 | 79.82 | | building | 74.25 | 88.48 | | sky | 88.52 | 94.97 | | floor | 66.61 | 83.48 | | tree | 63.77 | 82.5 | | ceiling | 67.66 | 79.76 | | road | 72.2 | 85.45 | | bed | 69.42 | 87.51 | | windowpane | 45.86 | 68.46 | | grass | 57.47 | 72.34 | | cabinet | 41.38 | 55.49 | | sidewalk | 43.2 | 56.2 | | person | 66.07 | 86.33 | | earth | 26.01 | 34.19 | | door | 16.18 | 20.82 | | table | 32.37 | 45.37 | | mountain | 47.82 | 69.2 | | plant | 40.74 | 52.26 | | curtain | 52.93 | 68.15 | | chair | 35.94 | 53.79 | | car | 71.66 | 86.71 | | water | 44.14 | 60.79 | | painting | 46.13 | 60.16 | | sofa | 46.31 | 68.24 | | shelf | 24.2 | 37.62 | | house | 43.16 | 58.61 | | sea | 44.83 | 71.22 | | mirror | 31.22 | 42.73 | | rug | 38.65 | 44.79 | | field | 27.36 | 43.97 | | armchair | 17.69 | 27.58 | | seat | 36.97 | 48.18 | | fence | 25.04 | 34.75 | | desk | 28.39 | 48.74 | | rock | 30.57 | 43.1 | | wardrobe | 32.1 | 39.44 | | lamp | 33.94 | 47.12 | | bathtub | 50.63 | 64.24 | | railing | 21.72 | 31.61 | | cushion | 27.91 | 34.51 | | base | 8.72 | 12.95 | | box | 10.9 | 14.03 | | column | 16.73 | 18.98 | | signboard | 25.35 | 32.78 | | chest of drawers | 28.91 | 34.36 | | counter | 20.84 | 28.04 | | sand | 31.48 | 47.61 | | sink | 43.45 | 62.16 | | skyscraper | 39.25 | 52.08 | | fireplace | 49.28 | 57.44 | | refrigerator | 43.4 | 55.6 | | grandstand | 34.88 | 52.33 | | path | 17.74 | 26.68 | | stairs | 16.02 | 19.25 | | runway | 67.37 | 89.11 | | case | 37.79 | 59.92 | | pool table | 81.41 | 93.48 | | pillow | 33.09 | 39.33 | | screen door | 28.41 | 39.88 | | stairway | 22.64 | 29.05 | | river | 19.64 | 32.4 | | bridge | 31.49 | 41.6 | | bookcase | 25.17 | 36.96 | | blind | 24.48 | 27.42 | | coffee table | 38.76 | 57.44 | | toilet | 61.17 | 72.72 | | flower | 29.5 | 38.37 | | book | 35.41 | 44.51 | | hill | 4.58 | 6.91 | | bench | 24.86 | 29.03 | | countertop | 37.5 | 49.16 | | stove | 40.12 | 54.46 | | palm | 39.1 | 59.13 | | kitchen island | 19.41 | 37.81 | | computer | 50.94 | 67.75 | | swivel chair | 23.34 | 34.71 | | boat | 45.28 | 54.98 | | bar | 20.89 | 25.12 | | arcade machine | 31.91 | 43.32 | | hovel | 25.68 | 32.07 | | bus | 64.1 | 85.38 | | towel | 36.49 | 46.57 | | light | 22.51 | 25.54 | | truck | 13.79 | 21.72 | | tower | 28.27 | 43.34 | | chandelier | 48.67 | 66.27 | | awning | 9.8 | 13.06 | | streetlight | 11.01 | 15.26 | | booth | 21.74 | 28.22 | | television receiver | 37.71 | 52.76 | | airplane | 48.36 | 62.3 | | dirt track | 2.06 | 8.02 | | apparel | 19.86 | 32.11 | | pole | 13.5 | 22.7 | | land | 20.02 | 26.67 | | bannister | 1.67 | 1.8 | | escalator | 15.78 | 18.23 | | ottoman | 16.71 | 25.57 | | bottle | 13.43 | 17.77 | | buffet | 29.16 | 38.8 | | poster | 8.92 | 11.85 | | stage | 7.6 | 14.04 | | van | 25.57 | 31.14 | | ship | 51.64 | 58.42 | | fountain | 17.91 | 19.82 | | conveyer belt | 45.19 | 52.72 | | canopy | 12.53 | 19.56 | | washer | 54.96 | 70.01 | | plaything | 6.36 | 9.03 | | swimming pool | 20.01 | 24.77 | | stool | 13.23 | 15.45 | | barrel | 4.5 | 9.11 | | basket | 14.62 | 17.54 | | waterfall | 62.11 | 75.02 | | tent | 70.98 | 97.47 | | bag | 6.74 | 7.86 | | minibike | 53.78 | 65.01 | | cradle | 54.34 | 81.86 | | oven | 8.11 | 11.61 | | ball | 24.86 | 26.32 | | food | 49.58 | 58.72 | | step | 1.47 | 1.73 | | tank | 38.12 | 49.0 | | trade name | 21.91 | 27.89 | | microwave | 56.85 | 66.72 | | pot | 16.7 | 18.71 | | animal | 39.27 | 41.38 | | bicycle | 47.4 | 67.63 | | lake | 4.18 | 5.6 | | dishwasher | 27.96 | 38.84 | | screen | 45.14 | 67.37 | | blanket | 0.58 | 0.68 | | sculpture | 27.5 | 41.13 | | hood | 19.96 | 21.66 | | sconce | 20.09 | 25.31 | | vase | 14.06 | 20.68 | | traffic light | 20.59 | 33.22 | | tray | 2.47 | 2.86 | | ashcan | 21.46 | 28.38 | | fan | 40.74 | 52.4 | | pier | 20.44 | 40.02 | | crt screen | 8.64 | 14.56 | | plate | 32.85 | 45.87 | | monitor | 26.18 | 34.0 | | bulletin board | 28.15 | 34.64 | | shower | 0.44 | 0.52 | | radiator | 40.86 | 42.91 | | glass | 7.25 | 8.19 | | clock | 13.31 | 18.11 | | flag | 24.1 | 26.98 | +---------------------+-------+-------+ 2023-11-14 03:31:20,800 - mmseg - INFO - Summary: 2023-11-14 03:31:20,800 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 72.35 | 32.23 | 42.51 | +-------+-------+-------+ 2023-11-14 03:31:20,801 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:31:20,801 - mmseg - INFO - Iter(val) [250] aAcc: 0.7235, mIoU: 0.3223, mAcc: 0.4251, IoU.wall: 0.5986, IoU.building: 0.7425, IoU.sky: 0.8852, IoU.floor: 0.6661, IoU.tree: 0.6377, IoU.ceiling: 0.6766, IoU.road: 0.7220, IoU.bed : 0.6942, IoU.windowpane: 0.4586, IoU.grass: 0.5747, IoU.cabinet: 0.4138, IoU.sidewalk: 0.4320, IoU.person: 0.6607, IoU.earth: 0.2601, IoU.door: 0.1618, IoU.table: 0.3237, IoU.mountain: 0.4782, IoU.plant: 0.4074, IoU.curtain: 0.5293, IoU.chair: 0.3594, IoU.car: 0.7166, IoU.water: 0.4414, IoU.painting: 0.4613, IoU.sofa: 0.4631, IoU.shelf: 0.2420, IoU.house: 0.4316, IoU.sea: 0.4483, IoU.mirror: 0.3122, IoU.rug: 0.3865, IoU.field: 0.2736, IoU.armchair: 0.1769, IoU.seat: 0.3697, IoU.fence: 0.2504, IoU.desk: 0.2839, IoU.rock: 0.3057, IoU.wardrobe: 0.3210, IoU.lamp: 0.3394, IoU.bathtub: 0.5063, IoU.railing: 0.2172, IoU.cushion: 0.2791, IoU.base: 0.0872, IoU.box: 0.1090, IoU.column: 0.1673, IoU.signboard: 0.2535, IoU.chest of drawers: 0.2891, IoU.counter: 0.2084, IoU.sand: 0.3148, IoU.sink: 0.4345, IoU.skyscraper: 0.3925, IoU.fireplace: 0.4928, IoU.refrigerator: 0.4340, IoU.grandstand: 0.3488, IoU.path: 0.1774, IoU.stairs: 0.1602, IoU.runway: 0.6737, IoU.case: 0.3779, IoU.pool table: 0.8141, IoU.pillow: 0.3309, IoU.screen door: 0.2841, IoU.stairway: 0.2264, IoU.river: 0.1964, IoU.bridge: 0.3149, IoU.bookcase: 0.2517, IoU.blind: 0.2448, IoU.coffee table: 0.3876, IoU.toilet: 0.6117, IoU.flower: 0.2950, IoU.book: 0.3541, IoU.hill: 0.0458, IoU.bench: 0.2486, IoU.countertop: 0.3750, IoU.stove: 0.4012, IoU.palm: 0.3910, IoU.kitchen island: 0.1941, IoU.computer: 0.5094, IoU.swivel chair: 0.2334, IoU.boat: 0.4528, IoU.bar: 0.2089, IoU.arcade machine: 0.3191, IoU.hovel: 0.2568, IoU.bus: 0.6410, IoU.towel: 0.3649, IoU.light: 0.2251, IoU.truck: 0.1379, IoU.tower: 0.2827, IoU.chandelier: 0.4867, IoU.awning: 0.0980, IoU.streetlight: 0.1101, IoU.booth: 0.2174, IoU.television receiver: 0.3771, IoU.airplane: 0.4836, IoU.dirt track: 0.0206, IoU.apparel: 0.1986, IoU.pole: 0.1350, IoU.land: 0.2002, IoU.bannister: 0.0167, IoU.escalator: 0.1578, IoU.ottoman: 0.1671, IoU.bottle: 0.1343, IoU.buffet: 0.2916, IoU.poster: 0.0892, IoU.stage: 0.0760, IoU.van: 0.2557, IoU.ship: 0.5164, IoU.fountain: 0.1791, IoU.conveyer belt: 0.4519, IoU.canopy: 0.1253, IoU.washer: 0.5496, IoU.plaything: 0.0636, IoU.swimming pool: 0.2001, IoU.stool: 0.1323, IoU.barrel: 0.0450, IoU.basket: 0.1462, IoU.waterfall: 0.6211, IoU.tent: 0.7098, IoU.bag: 0.0674, IoU.minibike: 0.5378, IoU.cradle: 0.5434, IoU.oven: 0.0811, IoU.ball: 0.2486, IoU.food: 0.4958, IoU.step: 0.0147, IoU.tank: 0.3812, IoU.trade name: 0.2191, IoU.microwave: 0.5685, IoU.pot: 0.1670, IoU.animal: 0.3927, IoU.bicycle: 0.4740, IoU.lake: 0.0418, IoU.dishwasher: 0.2796, IoU.screen: 0.4514, IoU.blanket: 0.0058, IoU.sculpture: 0.2750, IoU.hood: 0.1996, IoU.sconce: 0.2009, IoU.vase: 0.1406, IoU.traffic light: 0.2059, IoU.tray: 0.0247, IoU.ashcan: 0.2146, IoU.fan: 0.4074, IoU.pier: 0.2044, IoU.crt screen: 0.0864, IoU.plate: 0.3285, IoU.monitor: 0.2618, IoU.bulletin board: 0.2815, IoU.shower: 0.0044, IoU.radiator: 0.4086, IoU.glass: 0.0725, IoU.clock: 0.1331, IoU.flag: 0.2410, Acc.wall: 0.7982, Acc.building: 0.8848, Acc.sky: 0.9497, Acc.floor: 0.8348, Acc.tree: 0.8250, Acc.ceiling: 0.7976, Acc.road: 0.8545, Acc.bed : 0.8751, Acc.windowpane: 0.6846, Acc.grass: 0.7234, Acc.cabinet: 0.5549, Acc.sidewalk: 0.5620, Acc.person: 0.8633, Acc.earth: 0.3419, Acc.door: 0.2082, Acc.table: 0.4537, Acc.mountain: 0.6920, Acc.plant: 0.5226, Acc.curtain: 0.6815, Acc.chair: 0.5379, Acc.car: 0.8671, Acc.water: 0.6079, Acc.painting: 0.6016, Acc.sofa: 0.6824, Acc.shelf: 0.3762, Acc.house: 0.5861, Acc.sea: 0.7122, Acc.mirror: 0.4273, Acc.rug: 0.4479, Acc.field: 0.4397, Acc.armchair: 0.2758, Acc.seat: 0.4818, Acc.fence: 0.3475, Acc.desk: 0.4874, Acc.rock: 0.4310, Acc.wardrobe: 0.3944, Acc.lamp: 0.4712, Acc.bathtub: 0.6424, Acc.railing: 0.3161, Acc.cushion: 0.3451, Acc.base: 0.1295, Acc.box: 0.1403, Acc.column: 0.1898, Acc.signboard: 0.3278, Acc.chest of drawers: 0.3436, Acc.counter: 0.2804, Acc.sand: 0.4761, Acc.sink: 0.6216, Acc.skyscraper: 0.5208, Acc.fireplace: 0.5744, Acc.refrigerator: 0.5560, Acc.grandstand: 0.5233, Acc.path: 0.2668, Acc.stairs: 0.1925, Acc.runway: 0.8911, Acc.case: 0.5992, Acc.pool table: 0.9348, Acc.pillow: 0.3933, Acc.screen door: 0.3988, Acc.stairway: 0.2905, Acc.river: 0.3240, Acc.bridge: 0.4160, Acc.bookcase: 0.3696, Acc.blind: 0.2742, Acc.coffee table: 0.5744, Acc.toilet: 0.7272, Acc.flower: 0.3837, Acc.book: 0.4451, Acc.hill: 0.0691, Acc.bench: 0.2903, Acc.countertop: 0.4916, Acc.stove: 0.5446, Acc.palm: 0.5913, Acc.kitchen island: 0.3781, Acc.computer: 0.6775, Acc.swivel chair: 0.3471, Acc.boat: 0.5498, Acc.bar: 0.2512, Acc.arcade machine: 0.4332, Acc.hovel: 0.3207, Acc.bus: 0.8538, Acc.towel: 0.4657, Acc.light: 0.2554, Acc.truck: 0.2172, Acc.tower: 0.4334, Acc.chandelier: 0.6627, Acc.awning: 0.1306, Acc.streetlight: 0.1526, Acc.booth: 0.2822, Acc.television receiver: 0.5276, Acc.airplane: 0.6230, Acc.dirt track: 0.0802, Acc.apparel: 0.3211, Acc.pole: 0.2270, Acc.land: 0.2667, Acc.bannister: 0.0180, Acc.escalator: 0.1823, Acc.ottoman: 0.2557, Acc.bottle: 0.1777, Acc.buffet: 0.3880, Acc.poster: 0.1185, Acc.stage: 0.1404, Acc.van: 0.3114, Acc.ship: 0.5842, Acc.fountain: 0.1982, Acc.conveyer belt: 0.5272, Acc.canopy: 0.1956, Acc.washer: 0.7001, Acc.plaything: 0.0903, Acc.swimming pool: 0.2477, Acc.stool: 0.1545, Acc.barrel: 0.0911, Acc.basket: 0.1754, Acc.waterfall: 0.7502, Acc.tent: 0.9747, Acc.bag: 0.0786, Acc.minibike: 0.6501, Acc.cradle: 0.8186, Acc.oven: 0.1161, Acc.ball: 0.2632, Acc.food: 0.5872, Acc.step: 0.0173, Acc.tank: 0.4900, Acc.trade name: 0.2789, Acc.microwave: 0.6672, Acc.pot: 0.1871, Acc.animal: 0.4138, Acc.bicycle: 0.6763, Acc.lake: 0.0560, Acc.dishwasher: 0.3884, Acc.screen: 0.6737, Acc.blanket: 0.0068, Acc.sculpture: 0.4113, Acc.hood: 0.2166, Acc.sconce: 0.2531, Acc.vase: 0.2068, Acc.traffic light: 0.3322, Acc.tray: 0.0286, Acc.ashcan: 0.2838, Acc.fan: 0.5240, Acc.pier: 0.4002, Acc.crt screen: 0.1456, Acc.plate: 0.4587, Acc.monitor: 0.3400, Acc.bulletin board: 0.3464, Acc.shower: 0.0052, Acc.radiator: 0.4291, Acc.glass: 0.0819, Acc.clock: 0.1811, Acc.flag: 0.2698 2023-11-14 03:31:25,723 - mmseg - INFO - Iter [20050/40000] lr: 4.988e-04, eta: 0:34:39, time: 0.371, data_time: 0.276, memory: 3269, decode.loss_ce: 0.9050, decode.acc_seg: 68.9139, loss: 0.9050 2023-11-14 03:31:30,651 - mmseg - INFO - Iter [20100/40000] lr: 4.975e-04, eta: 0:34:33, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9088, decode.acc_seg: 67.7555, loss: 0.9088 2023-11-14 03:31:35,575 - mmseg - INFO - Iter [20150/40000] lr: 4.963e-04, eta: 0:34:28, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9076, decode.acc_seg: 68.1743, loss: 0.9076 2023-11-14 03:31:40,500 - mmseg - INFO - Iter [20200/40000] lr: 4.950e-04, eta: 0:34:22, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8557, decode.acc_seg: 69.7381, loss: 0.8557 2023-11-14 03:31:47,669 - mmseg - INFO - Iter [20250/40000] lr: 4.938e-04, eta: 0:34:19, time: 0.143, data_time: 0.048, memory: 3269, decode.loss_ce: 0.8737, decode.acc_seg: 69.2915, loss: 0.8737 2023-11-14 03:31:52,610 - mmseg - INFO - Iter [20300/40000] lr: 4.925e-04, eta: 0:34:14, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8483, decode.acc_seg: 70.0342, loss: 0.8483 2023-11-14 03:31:57,538 - mmseg - INFO - Iter [20350/40000] lr: 4.913e-04, eta: 0:34:08, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8419, decode.acc_seg: 70.8495, loss: 0.8419 2023-11-14 03:32:02,457 - mmseg - INFO - Iter [20400/40000] lr: 4.900e-04, eta: 0:34:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9019, decode.acc_seg: 68.9936, loss: 0.9019 2023-11-14 03:32:07,376 - mmseg - INFO - Iter [20450/40000] lr: 4.888e-04, eta: 0:33:57, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8379, decode.acc_seg: 70.9147, loss: 0.8379 2023-11-14 03:32:12,316 - mmseg - INFO - Iter [20500/40000] lr: 4.875e-04, eta: 0:33:52, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8707, decode.acc_seg: 70.0170, loss: 0.8707 2023-11-14 03:32:17,247 - mmseg - INFO - Iter [20550/40000] lr: 4.863e-04, eta: 0:33:46, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8632, decode.acc_seg: 69.9313, loss: 0.8632 2023-11-14 03:32:22,172 - mmseg - INFO - Iter [20600/40000] lr: 4.850e-04, eta: 0:33:41, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8652, decode.acc_seg: 69.4704, loss: 0.8652 2023-11-14 03:32:27,103 - mmseg - INFO - Iter [20650/40000] lr: 4.838e-04, eta: 0:33:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9259, decode.acc_seg: 67.8917, loss: 0.9259 2023-11-14 03:32:32,024 - mmseg - INFO - Iter [20700/40000] lr: 4.825e-04, eta: 0:33:30, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8992, decode.acc_seg: 68.3132, loss: 0.8992 2023-11-14 03:32:36,944 - mmseg - INFO - Iter [20750/40000] lr: 4.813e-04, eta: 0:33:24, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8783, decode.acc_seg: 69.6351, loss: 0.8783 2023-11-14 03:32:41,869 - mmseg - INFO - Iter [20800/40000] lr: 4.800e-04, eta: 0:33:19, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8976, decode.acc_seg: 69.3480, loss: 0.8976 2023-11-14 03:32:46,797 - mmseg - INFO - Iter [20850/40000] lr: 4.788e-04, eta: 0:33:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9257, decode.acc_seg: 68.8809, loss: 0.9257 2023-11-14 03:32:51,712 - mmseg - INFO - Iter [20900/40000] lr: 4.775e-04, eta: 0:33:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9021, decode.acc_seg: 68.9561, loss: 0.9021 2023-11-14 03:32:56,642 - mmseg - INFO - Iter [20950/40000] lr: 4.763e-04, eta: 0:33:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9008, decode.acc_seg: 69.0674, loss: 0.9008 2023-11-14 03:33:01,565 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:33:01,565 - mmseg - INFO - Iter [21000/40000] lr: 4.750e-04, eta: 0:32:57, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9051, decode.acc_seg: 68.5884, loss: 0.9051 2023-11-14 03:33:06,491 - mmseg - INFO - Iter [21050/40000] lr: 4.738e-04, eta: 0:32:52, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8895, decode.acc_seg: 69.8695, loss: 0.8895 2023-11-14 03:33:11,410 - mmseg - INFO - Iter [21100/40000] lr: 4.725e-04, eta: 0:32:46, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8590, decode.acc_seg: 69.2946, loss: 0.8590 2023-11-14 03:33:16,331 - mmseg - INFO - Iter [21150/40000] lr: 4.713e-04, eta: 0:32:41, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9285, decode.acc_seg: 68.1334, loss: 0.9285 2023-11-14 03:33:21,256 - mmseg - INFO - Iter [21200/40000] lr: 4.700e-04, eta: 0:32:35, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8611, decode.acc_seg: 69.6016, loss: 0.8611 2023-11-14 03:33:26,174 - mmseg - INFO - Iter [21250/40000] lr: 4.688e-04, eta: 0:32:30, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9101, decode.acc_seg: 68.4817, loss: 0.9101 2023-11-14 03:33:31,100 - mmseg - INFO - Iter [21300/40000] lr: 4.675e-04, eta: 0:32:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9295, decode.acc_seg: 68.6460, loss: 0.9295 2023-11-14 03:33:36,025 - mmseg - INFO - Iter [21350/40000] lr: 4.663e-04, eta: 0:32:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9002, decode.acc_seg: 68.7607, loss: 0.9002 2023-11-14 03:33:40,965 - mmseg - INFO - Iter [21400/40000] lr: 4.650e-04, eta: 0:32:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9210, decode.acc_seg: 68.7717, loss: 0.9210 2023-11-14 03:33:45,887 - mmseg - INFO - Iter [21450/40000] lr: 4.638e-04, eta: 0:32:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9050, decode.acc_seg: 69.1629, loss: 0.9050 2023-11-14 03:33:53,115 - mmseg - INFO - Iter [21500/40000] lr: 4.625e-04, eta: 0:32:05, time: 0.145, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8752, decode.acc_seg: 69.3923, loss: 0.8752 2023-11-14 03:33:58,034 - mmseg - INFO - Iter [21550/40000] lr: 4.613e-04, eta: 0:31:59, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8437, decode.acc_seg: 70.4981, loss: 0.8437 2023-11-14 03:34:02,955 - mmseg - INFO - Iter [21600/40000] lr: 4.600e-04, eta: 0:31:54, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8579, decode.acc_seg: 70.2039, loss: 0.8579 2023-11-14 03:34:07,886 - mmseg - INFO - Iter [21650/40000] lr: 4.588e-04, eta: 0:31:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8891, decode.acc_seg: 69.8565, loss: 0.8891 2023-11-14 03:34:12,811 - mmseg - INFO - Iter [21700/40000] lr: 4.575e-04, eta: 0:31:43, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8764, decode.acc_seg: 69.3037, loss: 0.8764 2023-11-14 03:34:17,734 - mmseg - INFO - Iter [21750/40000] lr: 4.563e-04, eta: 0:31:37, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9055, decode.acc_seg: 68.3054, loss: 0.9055 2023-11-14 03:34:22,652 - mmseg - INFO - Iter [21800/40000] lr: 4.550e-04, eta: 0:31:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8903, decode.acc_seg: 69.1203, loss: 0.8903 2023-11-14 03:34:27,571 - mmseg - INFO - Iter [21850/40000] lr: 4.538e-04, eta: 0:31:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9274, decode.acc_seg: 68.8258, loss: 0.9274 2023-11-14 03:34:32,504 - mmseg - INFO - Iter [21900/40000] lr: 4.525e-04, eta: 0:31:21, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9141, decode.acc_seg: 68.9530, loss: 0.9141 2023-11-14 03:34:37,434 - mmseg - INFO - Iter [21950/40000] lr: 4.513e-04, eta: 0:31:16, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8850, decode.acc_seg: 69.3887, loss: 0.8850 2023-11-14 03:34:42,351 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:34:42,352 - mmseg - INFO - Iter [22000/40000] lr: 4.500e-04, eta: 0:31:10, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8419, decode.acc_seg: 70.6378, loss: 0.8419 2023-11-14 03:34:47,272 - mmseg - INFO - Iter [22050/40000] lr: 4.488e-04, eta: 0:31:05, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8847, decode.acc_seg: 69.6824, loss: 0.8847 2023-11-14 03:34:52,196 - mmseg - INFO - Iter [22100/40000] lr: 4.475e-04, eta: 0:30:59, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9518, decode.acc_seg: 68.1290, loss: 0.9518 2023-11-14 03:34:57,128 - mmseg - INFO - Iter [22150/40000] lr: 4.463e-04, eta: 0:30:54, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8648, decode.acc_seg: 69.7826, loss: 0.8648 2023-11-14 03:35:02,052 - mmseg - INFO - Iter [22200/40000] lr: 4.450e-04, eta: 0:30:49, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8223, decode.acc_seg: 71.2192, loss: 0.8223 2023-11-14 03:35:06,975 - mmseg - INFO - Iter [22250/40000] lr: 4.438e-04, eta: 0:30:43, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8868, decode.acc_seg: 69.1575, loss: 0.8868 2023-11-14 03:35:11,905 - mmseg - INFO - Iter [22300/40000] lr: 4.425e-04, eta: 0:30:38, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9157, decode.acc_seg: 68.8661, loss: 0.9157 2023-11-14 03:35:16,830 - mmseg - INFO - Iter [22350/40000] lr: 4.413e-04, eta: 0:30:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9186, decode.acc_seg: 69.0717, loss: 0.9186 2023-11-14 03:35:21,749 - mmseg - INFO - Iter [22400/40000] lr: 4.400e-04, eta: 0:30:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8860, decode.acc_seg: 69.0149, loss: 0.8860 2023-11-14 03:35:26,687 - mmseg - INFO - Iter [22450/40000] lr: 4.388e-04, eta: 0:30:22, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8700, decode.acc_seg: 69.5436, loss: 0.8700 2023-11-14 03:35:31,618 - mmseg - INFO - Iter [22500/40000] lr: 4.375e-04, eta: 0:30:16, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9035, decode.acc_seg: 68.8459, loss: 0.9035 2023-11-14 03:35:36,541 - mmseg - INFO - Iter [22550/40000] lr: 4.363e-04, eta: 0:30:11, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8924, decode.acc_seg: 68.4865, loss: 0.8924 2023-11-14 03:35:41,462 - mmseg - INFO - Iter [22600/40000] lr: 4.350e-04, eta: 0:30:05, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8822, decode.acc_seg: 69.2886, loss: 0.8822 2023-11-14 03:35:46,381 - mmseg - INFO - Iter [22650/40000] lr: 4.338e-04, eta: 0:30:00, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8826, decode.acc_seg: 69.8024, loss: 0.8826 2023-11-14 03:35:51,308 - mmseg - INFO - Iter [22700/40000] lr: 4.325e-04, eta: 0:29:55, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8989, decode.acc_seg: 67.8912, loss: 0.8989 2023-11-14 03:35:58,495 - mmseg - INFO - Iter [22750/40000] lr: 4.313e-04, eta: 0:29:51, time: 0.144, data_time: 0.046, memory: 3269, decode.loss_ce: 0.9262, decode.acc_seg: 69.3207, loss: 0.9262 2023-11-14 03:36:03,416 - mmseg - INFO - Iter [22800/40000] lr: 4.300e-04, eta: 0:29:46, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8860, decode.acc_seg: 69.2664, loss: 0.8860 2023-11-14 03:36:08,335 - mmseg - INFO - Iter [22850/40000] lr: 4.288e-04, eta: 0:29:40, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8750, decode.acc_seg: 69.8531, loss: 0.8750 2023-11-14 03:36:13,254 - mmseg - INFO - Iter [22900/40000] lr: 4.275e-04, eta: 0:29:35, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8969, decode.acc_seg: 68.8468, loss: 0.8969 2023-11-14 03:36:18,178 - mmseg - INFO - Iter [22950/40000] lr: 4.263e-04, eta: 0:29:29, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8790, decode.acc_seg: 69.8439, loss: 0.8790 2023-11-14 03:36:23,099 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:36:23,099 - mmseg - INFO - Iter [23000/40000] lr: 4.250e-04, eta: 0:29:24, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8734, decode.acc_seg: 69.8264, loss: 0.8734 2023-11-14 03:36:28,016 - mmseg - INFO - Iter [23050/40000] lr: 4.238e-04, eta: 0:29:19, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8794, decode.acc_seg: 69.9737, loss: 0.8794 2023-11-14 03:36:32,944 - mmseg - INFO - Iter [23100/40000] lr: 4.225e-04, eta: 0:29:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8375, decode.acc_seg: 70.1735, loss: 0.8375 2023-11-14 03:36:37,861 - mmseg - INFO - Iter [23150/40000] lr: 4.213e-04, eta: 0:29:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9211, decode.acc_seg: 68.3073, loss: 0.9211 2023-11-14 03:36:42,781 - mmseg - INFO - Iter [23200/40000] lr: 4.200e-04, eta: 0:29:02, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8394, decode.acc_seg: 69.9720, loss: 0.8394 2023-11-14 03:36:47,700 - mmseg - INFO - Iter [23250/40000] lr: 4.188e-04, eta: 0:28:57, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8583, decode.acc_seg: 69.6003, loss: 0.8583 2023-11-14 03:36:52,620 - mmseg - INFO - Iter [23300/40000] lr: 4.175e-04, eta: 0:28:52, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8592, decode.acc_seg: 70.5922, loss: 0.8592 2023-11-14 03:36:57,548 - mmseg - INFO - Iter [23350/40000] lr: 4.163e-04, eta: 0:28:46, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8917, decode.acc_seg: 68.3565, loss: 0.8917 2023-11-14 03:37:02,487 - mmseg - INFO - Iter [23400/40000] lr: 4.150e-04, eta: 0:28:41, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8768, decode.acc_seg: 69.8578, loss: 0.8768 2023-11-14 03:37:07,410 - mmseg - INFO - Iter [23450/40000] lr: 4.138e-04, eta: 0:28:36, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9000, decode.acc_seg: 68.8904, loss: 0.9000 2023-11-14 03:37:12,333 - mmseg - INFO - Iter [23500/40000] lr: 4.125e-04, eta: 0:28:30, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8888, decode.acc_seg: 68.6419, loss: 0.8888 2023-11-14 03:37:17,255 - mmseg - INFO - Iter [23550/40000] lr: 4.113e-04, eta: 0:28:25, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8931, decode.acc_seg: 69.2423, loss: 0.8931 2023-11-14 03:37:22,186 - mmseg - INFO - Iter [23600/40000] lr: 4.100e-04, eta: 0:28:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8985, decode.acc_seg: 69.2773, loss: 0.8985 2023-11-14 03:37:27,119 - mmseg - INFO - Iter [23650/40000] lr: 4.088e-04, eta: 0:28:14, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8882, decode.acc_seg: 69.3807, loss: 0.8882 2023-11-14 03:37:32,046 - mmseg - INFO - Iter [23700/40000] lr: 4.075e-04, eta: 0:28:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8910, decode.acc_seg: 69.2699, loss: 0.8910 2023-11-14 03:37:36,966 - mmseg - INFO - Iter [23750/40000] lr: 4.063e-04, eta: 0:28:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8879, decode.acc_seg: 68.9543, loss: 0.8879 2023-11-14 03:37:41,889 - mmseg - INFO - Iter [23800/40000] lr: 4.050e-04, eta: 0:27:58, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8700, decode.acc_seg: 69.8139, loss: 0.8700 2023-11-14 03:37:46,818 - mmseg - INFO - Iter [23850/40000] lr: 4.038e-04, eta: 0:27:53, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9009, decode.acc_seg: 68.7093, loss: 0.9009 2023-11-14 03:37:51,762 - mmseg - INFO - Iter [23900/40000] lr: 4.025e-04, eta: 0:27:47, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9328, decode.acc_seg: 67.8815, loss: 0.9328 2023-11-14 03:37:56,688 - mmseg - INFO - Iter [23950/40000] lr: 4.013e-04, eta: 0:27:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8801, decode.acc_seg: 69.4370, loss: 0.8801 2023-11-14 03:38:03,801 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:38:03,801 - mmseg - INFO - Iter [24000/40000] lr: 4.000e-04, eta: 0:27:38, time: 0.142, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8675, decode.acc_seg: 69.9656, loss: 0.8675 2023-11-14 03:38:08,720 - mmseg - INFO - Iter [24050/40000] lr: 3.988e-04, eta: 0:27:33, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8859, decode.acc_seg: 69.9544, loss: 0.8859 2023-11-14 03:38:13,637 - mmseg - INFO - Iter [24100/40000] lr: 3.975e-04, eta: 0:27:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8551, decode.acc_seg: 69.8833, loss: 0.8551 2023-11-14 03:38:18,552 - mmseg - INFO - Iter [24150/40000] lr: 3.963e-04, eta: 0:27:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8481, decode.acc_seg: 70.9973, loss: 0.8481 2023-11-14 03:38:23,469 - mmseg - INFO - Iter [24200/40000] lr: 3.950e-04, eta: 0:27:17, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8890, decode.acc_seg: 69.5087, loss: 0.8890 2023-11-14 03:38:28,391 - mmseg - INFO - Iter [24250/40000] lr: 3.938e-04, eta: 0:27:11, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8779, decode.acc_seg: 69.9333, loss: 0.8779 2023-11-14 03:38:33,310 - mmseg - INFO - Iter [24300/40000] lr: 3.925e-04, eta: 0:27:06, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8963, decode.acc_seg: 68.6754, loss: 0.8963 2023-11-14 03:38:38,236 - mmseg - INFO - Iter [24350/40000] lr: 3.913e-04, eta: 0:27:01, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9069, decode.acc_seg: 68.4152, loss: 0.9069 2023-11-14 03:38:43,153 - mmseg - INFO - Iter [24400/40000] lr: 3.900e-04, eta: 0:26:55, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9340, decode.acc_seg: 67.4440, loss: 0.9340 2023-11-14 03:38:48,078 - mmseg - INFO - Iter [24450/40000] lr: 3.888e-04, eta: 0:26:50, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8652, decode.acc_seg: 70.7328, loss: 0.8652 2023-11-14 03:38:53,002 - mmseg - INFO - Iter [24500/40000] lr: 3.875e-04, eta: 0:26:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8612, decode.acc_seg: 69.7851, loss: 0.8612 2023-11-14 03:38:57,922 - mmseg - INFO - Iter [24550/40000] lr: 3.863e-04, eta: 0:26:39, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8506, decode.acc_seg: 70.9509, loss: 0.8506 2023-11-14 03:39:02,837 - mmseg - INFO - Iter [24600/40000] lr: 3.850e-04, eta: 0:26:34, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8600, decode.acc_seg: 69.6312, loss: 0.8600 2023-11-14 03:39:07,773 - mmseg - INFO - Iter [24650/40000] lr: 3.838e-04, eta: 0:26:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9078, decode.acc_seg: 69.4120, loss: 0.9078 2023-11-14 03:39:12,692 - mmseg - INFO - Iter [24700/40000] lr: 3.825e-04, eta: 0:26:23, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8723, decode.acc_seg: 69.4432, loss: 0.8723 2023-11-14 03:39:17,630 - mmseg - INFO - Iter [24750/40000] lr: 3.813e-04, eta: 0:26:18, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8894, decode.acc_seg: 69.2426, loss: 0.8894 2023-11-14 03:39:22,550 - mmseg - INFO - Iter [24800/40000] lr: 3.800e-04, eta: 0:26:13, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8376, decode.acc_seg: 70.2145, loss: 0.8376 2023-11-14 03:39:27,470 - mmseg - INFO - Iter [24850/40000] lr: 3.788e-04, eta: 0:26:07, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8587, decode.acc_seg: 69.4854, loss: 0.8587 2023-11-14 03:39:32,393 - mmseg - INFO - Iter [24900/40000] lr: 3.775e-04, eta: 0:26:02, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8833, decode.acc_seg: 69.3931, loss: 0.8833 2023-11-14 03:39:37,311 - mmseg - INFO - Iter [24950/40000] lr: 3.763e-04, eta: 0:25:57, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9027, decode.acc_seg: 69.6377, loss: 0.9027 2023-11-14 03:39:42,226 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:39:42,226 - mmseg - INFO - Iter [25000/40000] lr: 3.750e-04, eta: 0:25:51, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9178, decode.acc_seg: 68.9214, loss: 0.9178 2023-11-14 03:39:47,152 - mmseg - INFO - Iter [25050/40000] lr: 3.738e-04, eta: 0:25:46, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8979, decode.acc_seg: 69.0428, loss: 0.8979 2023-11-14 03:39:52,070 - mmseg - INFO - Iter [25100/40000] lr: 3.725e-04, eta: 0:25:41, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8634, decode.acc_seg: 69.8881, loss: 0.8634 2023-11-14 03:39:56,996 - mmseg - INFO - Iter [25150/40000] lr: 3.713e-04, eta: 0:25:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9085, decode.acc_seg: 68.5336, loss: 0.9085 2023-11-14 03:40:01,934 - mmseg - INFO - Iter [25200/40000] lr: 3.700e-04, eta: 0:25:30, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8716, decode.acc_seg: 69.4336, loss: 0.8716 2023-11-14 03:40:06,852 - mmseg - INFO - Iter [25250/40000] lr: 3.688e-04, eta: 0:25:25, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8721, decode.acc_seg: 69.4374, loss: 0.8721 2023-11-14 03:40:14,079 - mmseg - INFO - Iter [25300/40000] lr: 3.675e-04, eta: 0:25:21, time: 0.145, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8839, decode.acc_seg: 70.0831, loss: 0.8839 2023-11-14 03:40:19,005 - mmseg - INFO - Iter [25350/40000] lr: 3.663e-04, eta: 0:25:15, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8534, decode.acc_seg: 70.7100, loss: 0.8534 2023-11-14 03:40:23,926 - mmseg - INFO - Iter [25400/40000] lr: 3.650e-04, eta: 0:25:10, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8621, decode.acc_seg: 69.3660, loss: 0.8621 2023-11-14 03:40:28,845 - mmseg - INFO - Iter [25450/40000] lr: 3.638e-04, eta: 0:25:05, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8505, decode.acc_seg: 70.5755, loss: 0.8505 2023-11-14 03:40:33,767 - mmseg - INFO - Iter [25500/40000] lr: 3.625e-04, eta: 0:24:59, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9045, decode.acc_seg: 68.9120, loss: 0.9045 2023-11-14 03:40:38,696 - mmseg - INFO - Iter [25550/40000] lr: 3.613e-04, eta: 0:24:54, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8950, decode.acc_seg: 69.0079, loss: 0.8950 2023-11-14 03:40:43,616 - mmseg - INFO - Iter [25600/40000] lr: 3.600e-04, eta: 0:24:49, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8728, decode.acc_seg: 69.4896, loss: 0.8728 2023-11-14 03:40:48,540 - mmseg - INFO - Iter [25650/40000] lr: 3.588e-04, eta: 0:24:44, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8903, decode.acc_seg: 69.5433, loss: 0.8903 2023-11-14 03:40:53,469 - mmseg - INFO - Iter [25700/40000] lr: 3.575e-04, eta: 0:24:38, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8567, decode.acc_seg: 69.9000, loss: 0.8567 2023-11-14 03:40:58,400 - mmseg - INFO - Iter [25750/40000] lr: 3.563e-04, eta: 0:24:33, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8703, decode.acc_seg: 69.9781, loss: 0.8703 2023-11-14 03:41:03,324 - mmseg - INFO - Iter [25800/40000] lr: 3.550e-04, eta: 0:24:28, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8896, decode.acc_seg: 69.3807, loss: 0.8896 2023-11-14 03:41:08,253 - mmseg - INFO - Iter [25850/40000] lr: 3.538e-04, eta: 0:24:22, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9020, decode.acc_seg: 69.2298, loss: 0.9020 2023-11-14 03:41:13,190 - mmseg - INFO - Iter [25900/40000] lr: 3.525e-04, eta: 0:24:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9005, decode.acc_seg: 68.8710, loss: 0.9005 2023-11-14 03:41:18,114 - mmseg - INFO - Iter [25950/40000] lr: 3.513e-04, eta: 0:24:12, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8977, decode.acc_seg: 69.0107, loss: 0.8977 2023-11-14 03:41:23,036 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:41:23,037 - mmseg - INFO - Iter [26000/40000] lr: 3.500e-04, eta: 0:24:06, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8799, decode.acc_seg: 69.1343, loss: 0.8799 2023-11-14 03:41:27,955 - mmseg - INFO - Iter [26050/40000] lr: 3.488e-04, eta: 0:24:01, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9015, decode.acc_seg: 69.2261, loss: 0.9015 2023-11-14 03:41:32,880 - mmseg - INFO - Iter [26100/40000] lr: 3.475e-04, eta: 0:23:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8868, decode.acc_seg: 69.2850, loss: 0.8868 2023-11-14 03:41:37,811 - mmseg - INFO - Iter [26150/40000] lr: 3.463e-04, eta: 0:23:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9046, decode.acc_seg: 68.4363, loss: 0.9046 2023-11-14 03:41:42,732 - mmseg - INFO - Iter [26200/40000] lr: 3.450e-04, eta: 0:23:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8718, decode.acc_seg: 68.9600, loss: 0.8718 2023-11-14 03:41:47,655 - mmseg - INFO - Iter [26250/40000] lr: 3.438e-04, eta: 0:23:40, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8411, decode.acc_seg: 70.0754, loss: 0.8411 2023-11-14 03:41:52,574 - mmseg - INFO - Iter [26300/40000] lr: 3.425e-04, eta: 0:23:35, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8484, decode.acc_seg: 70.2041, loss: 0.8484 2023-11-14 03:41:57,505 - mmseg - INFO - Iter [26350/40000] lr: 3.413e-04, eta: 0:23:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8946, decode.acc_seg: 69.0538, loss: 0.8946 2023-11-14 03:42:02,430 - mmseg - INFO - Iter [26400/40000] lr: 3.400e-04, eta: 0:23:24, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8996, decode.acc_seg: 69.1912, loss: 0.8996 2023-11-14 03:42:07,352 - mmseg - INFO - Iter [26450/40000] lr: 3.388e-04, eta: 0:23:19, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8555, decode.acc_seg: 70.1651, loss: 0.8555 2023-11-14 03:42:12,275 - mmseg - INFO - Iter [26500/40000] lr: 3.375e-04, eta: 0:23:14, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8817, decode.acc_seg: 69.1751, loss: 0.8817 2023-11-14 03:42:19,414 - mmseg - INFO - Iter [26550/40000] lr: 3.363e-04, eta: 0:23:09, time: 0.143, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8314, decode.acc_seg: 70.9275, loss: 0.8314 2023-11-14 03:42:24,339 - mmseg - INFO - Iter [26600/40000] lr: 3.350e-04, eta: 0:23:04, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8569, decode.acc_seg: 69.9101, loss: 0.8569 2023-11-14 03:42:29,280 - mmseg - INFO - Iter [26650/40000] lr: 3.338e-04, eta: 0:22:59, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8517, decode.acc_seg: 70.0400, loss: 0.8517 2023-11-14 03:42:34,198 - mmseg - INFO - Iter [26700/40000] lr: 3.325e-04, eta: 0:22:54, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8407, decode.acc_seg: 70.1091, loss: 0.8407 2023-11-14 03:42:39,116 - mmseg - INFO - Iter [26750/40000] lr: 3.313e-04, eta: 0:22:48, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8515, decode.acc_seg: 70.0045, loss: 0.8515 2023-11-14 03:42:44,028 - mmseg - INFO - Iter [26800/40000] lr: 3.300e-04, eta: 0:22:43, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8733, decode.acc_seg: 69.2379, loss: 0.8733 2023-11-14 03:42:48,945 - mmseg - INFO - Iter [26850/40000] lr: 3.288e-04, eta: 0:22:38, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8511, decode.acc_seg: 70.1568, loss: 0.8511 2023-11-14 03:42:53,879 - mmseg - INFO - Iter [26900/40000] lr: 3.275e-04, eta: 0:22:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8861, decode.acc_seg: 69.6145, loss: 0.8861 2023-11-14 03:42:58,795 - mmseg - INFO - Iter [26950/40000] lr: 3.263e-04, eta: 0:22:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8837, decode.acc_seg: 70.1660, loss: 0.8837 2023-11-14 03:43:03,710 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:43:03,710 - mmseg - INFO - Iter [27000/40000] lr: 3.250e-04, eta: 0:22:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8758, decode.acc_seg: 69.6979, loss: 0.8758 2023-11-14 03:43:08,643 - mmseg - INFO - Iter [27050/40000] lr: 3.238e-04, eta: 0:22:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9031, decode.acc_seg: 68.1175, loss: 0.9031 2023-11-14 03:43:13,568 - mmseg - INFO - Iter [27100/40000] lr: 3.225e-04, eta: 0:22:11, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8946, decode.acc_seg: 69.5084, loss: 0.8946 2023-11-14 03:43:18,488 - mmseg - INFO - Iter [27150/40000] lr: 3.213e-04, eta: 0:22:06, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8715, decode.acc_seg: 69.9280, loss: 0.8715 2023-11-14 03:43:23,414 - mmseg - INFO - Iter [27200/40000] lr: 3.200e-04, eta: 0:22:01, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8829, decode.acc_seg: 69.4749, loss: 0.8829 2023-11-14 03:43:28,332 - mmseg - INFO - Iter [27250/40000] lr: 3.188e-04, eta: 0:21:55, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9286, decode.acc_seg: 68.2754, loss: 0.9286 2023-11-14 03:43:33,252 - mmseg - INFO - Iter [27300/40000] lr: 3.175e-04, eta: 0:21:50, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8706, decode.acc_seg: 70.0546, loss: 0.8706 2023-11-14 03:43:38,177 - mmseg - INFO - Iter [27350/40000] lr: 3.163e-04, eta: 0:21:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8661, decode.acc_seg: 70.2128, loss: 0.8661 2023-11-14 03:43:43,098 - mmseg - INFO - Iter [27400/40000] lr: 3.150e-04, eta: 0:21:40, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8912, decode.acc_seg: 69.2336, loss: 0.8912 2023-11-14 03:43:48,030 - mmseg - INFO - Iter [27450/40000] lr: 3.138e-04, eta: 0:21:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8676, decode.acc_seg: 69.5533, loss: 0.8676 2023-11-14 03:43:52,947 - mmseg - INFO - Iter [27500/40000] lr: 3.125e-04, eta: 0:21:29, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8615, decode.acc_seg: 69.8619, loss: 0.8615 2023-11-14 03:43:57,869 - mmseg - INFO - Iter [27550/40000] lr: 3.113e-04, eta: 0:21:24, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8663, decode.acc_seg: 69.9478, loss: 0.8663 2023-11-14 03:44:02,786 - mmseg - INFO - Iter [27600/40000] lr: 3.100e-04, eta: 0:21:19, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9280, decode.acc_seg: 68.7090, loss: 0.9280 2023-11-14 03:44:07,703 - mmseg - INFO - Iter [27650/40000] lr: 3.088e-04, eta: 0:21:13, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8706, decode.acc_seg: 69.2845, loss: 0.8706 2023-11-14 03:44:12,626 - mmseg - INFO - Iter [27700/40000] lr: 3.075e-04, eta: 0:21:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9222, decode.acc_seg: 68.6733, loss: 0.9222 2023-11-14 03:44:17,542 - mmseg - INFO - Iter [27750/40000] lr: 3.063e-04, eta: 0:21:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8593, decode.acc_seg: 69.9557, loss: 0.8593 2023-11-14 03:44:24,742 - mmseg - INFO - Iter [27800/40000] lr: 3.050e-04, eta: 0:20:59, time: 0.144, data_time: 0.048, memory: 3269, decode.loss_ce: 0.8983, decode.acc_seg: 68.3398, loss: 0.8983 2023-11-14 03:44:29,670 - mmseg - INFO - Iter [27850/40000] lr: 3.038e-04, eta: 0:20:53, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8762, decode.acc_seg: 70.3892, loss: 0.8762 2023-11-14 03:44:34,585 - mmseg - INFO - Iter [27900/40000] lr: 3.025e-04, eta: 0:20:48, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8337, decode.acc_seg: 70.7032, loss: 0.8337 2023-11-14 03:44:39,498 - mmseg - INFO - Iter [27950/40000] lr: 3.013e-04, eta: 0:20:43, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8842, decode.acc_seg: 69.0535, loss: 0.8842 2023-11-14 03:44:44,419 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:44:44,419 - mmseg - INFO - Iter [28000/40000] lr: 3.000e-04, eta: 0:20:37, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8789, decode.acc_seg: 69.2328, loss: 0.8789 2023-11-14 03:44:49,338 - mmseg - INFO - Iter [28050/40000] lr: 2.988e-04, eta: 0:20:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8968, decode.acc_seg: 69.3774, loss: 0.8968 2023-11-14 03:44:54,277 - mmseg - INFO - Iter [28100/40000] lr: 2.975e-04, eta: 0:20:27, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8984, decode.acc_seg: 69.0199, loss: 0.8984 2023-11-14 03:44:59,198 - mmseg - INFO - Iter [28150/40000] lr: 2.963e-04, eta: 0:20:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8837, decode.acc_seg: 69.6181, loss: 0.8837 2023-11-14 03:45:04,117 - mmseg - INFO - Iter [28200/40000] lr: 2.950e-04, eta: 0:20:16, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9067, decode.acc_seg: 68.9604, loss: 0.9067 2023-11-14 03:45:09,033 - mmseg - INFO - Iter [28250/40000] lr: 2.938e-04, eta: 0:20:11, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8426, decode.acc_seg: 70.1266, loss: 0.8426 2023-11-14 03:45:13,956 - mmseg - INFO - Iter [28300/40000] lr: 2.925e-04, eta: 0:20:06, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8632, decode.acc_seg: 69.2894, loss: 0.8632 2023-11-14 03:45:18,871 - mmseg - INFO - Iter [28350/40000] lr: 2.913e-04, eta: 0:20:01, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8937, decode.acc_seg: 69.3167, loss: 0.8937 2023-11-14 03:45:23,783 - mmseg - INFO - Iter [28400/40000] lr: 2.900e-04, eta: 0:19:55, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8775, decode.acc_seg: 68.9693, loss: 0.8775 2023-11-14 03:45:28,716 - mmseg - INFO - Iter [28450/40000] lr: 2.888e-04, eta: 0:19:50, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8708, decode.acc_seg: 69.6215, loss: 0.8708 2023-11-14 03:45:33,629 - mmseg - INFO - Iter [28500/40000] lr: 2.875e-04, eta: 0:19:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8675, decode.acc_seg: 69.6351, loss: 0.8675 2023-11-14 03:45:38,540 - mmseg - INFO - Iter [28550/40000] lr: 2.863e-04, eta: 0:19:40, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8490, decode.acc_seg: 69.9339, loss: 0.8490 2023-11-14 03:45:43,459 - mmseg - INFO - Iter [28600/40000] lr: 2.850e-04, eta: 0:19:34, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8681, decode.acc_seg: 69.6219, loss: 0.8681 2023-11-14 03:45:48,374 - mmseg - INFO - Iter [28650/40000] lr: 2.838e-04, eta: 0:19:29, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8913, decode.acc_seg: 69.6648, loss: 0.8913 2023-11-14 03:45:53,289 - mmseg - INFO - Iter [28700/40000] lr: 2.825e-04, eta: 0:19:24, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9112, decode.acc_seg: 68.9237, loss: 0.9112 2023-11-14 03:45:58,220 - mmseg - INFO - Iter [28750/40000] lr: 2.813e-04, eta: 0:19:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8573, decode.acc_seg: 69.9186, loss: 0.8573 2023-11-14 03:46:03,149 - mmseg - INFO - Iter [28800/40000] lr: 2.800e-04, eta: 0:19:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9133, decode.acc_seg: 68.7092, loss: 0.9133 2023-11-14 03:46:08,070 - mmseg - INFO - Iter [28850/40000] lr: 2.788e-04, eta: 0:19:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8836, decode.acc_seg: 69.2948, loss: 0.8836 2023-11-14 03:46:12,989 - mmseg - INFO - Iter [28900/40000] lr: 2.775e-04, eta: 0:19:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8631, decode.acc_seg: 68.9961, loss: 0.8631 2023-11-14 03:46:17,907 - mmseg - INFO - Iter [28950/40000] lr: 2.763e-04, eta: 0:18:58, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9080, decode.acc_seg: 68.9009, loss: 0.9080 2023-11-14 03:46:22,831 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:46:22,832 - mmseg - INFO - Iter [29000/40000] lr: 2.750e-04, eta: 0:18:52, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8821, decode.acc_seg: 69.7039, loss: 0.8821 2023-11-14 03:46:29,985 - mmseg - INFO - Iter [29050/40000] lr: 2.738e-04, eta: 0:18:48, time: 0.143, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8748, decode.acc_seg: 69.5895, loss: 0.8748 2023-11-14 03:46:34,897 - mmseg - INFO - Iter [29100/40000] lr: 2.725e-04, eta: 0:18:43, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8648, decode.acc_seg: 70.0040, loss: 0.8648 2023-11-14 03:46:39,833 - mmseg - INFO - Iter [29150/40000] lr: 2.713e-04, eta: 0:18:38, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8198, decode.acc_seg: 70.6450, loss: 0.8198 2023-11-14 03:46:44,759 - mmseg - INFO - Iter [29200/40000] lr: 2.700e-04, eta: 0:18:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9294, decode.acc_seg: 68.2677, loss: 0.9294 2023-11-14 03:46:49,674 - mmseg - INFO - Iter [29250/40000] lr: 2.688e-04, eta: 0:18:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8637, decode.acc_seg: 70.0322, loss: 0.8637 2023-11-14 03:46:54,591 - mmseg - INFO - Iter [29300/40000] lr: 2.675e-04, eta: 0:18:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8460, decode.acc_seg: 70.5282, loss: 0.8460 2023-11-14 03:46:59,505 - mmseg - INFO - Iter [29350/40000] lr: 2.663e-04, eta: 0:18:17, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8767, decode.acc_seg: 69.5395, loss: 0.8767 2023-11-14 03:47:04,422 - mmseg - INFO - Iter [29400/40000] lr: 2.650e-04, eta: 0:18:11, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8351, decode.acc_seg: 70.0370, loss: 0.8351 2023-11-14 03:47:09,341 - mmseg - INFO - Iter [29450/40000] lr: 2.638e-04, eta: 0:18:06, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8424, decode.acc_seg: 70.5167, loss: 0.8424 2023-11-14 03:47:14,289 - mmseg - INFO - Iter [29500/40000] lr: 2.625e-04, eta: 0:18:01, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8489, decode.acc_seg: 70.9917, loss: 0.8489 2023-11-14 03:47:19,203 - mmseg - INFO - Iter [29550/40000] lr: 2.613e-04, eta: 0:17:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8879, decode.acc_seg: 69.0834, loss: 0.8879 2023-11-14 03:47:24,128 - mmseg - INFO - Iter [29600/40000] lr: 2.600e-04, eta: 0:17:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8727, decode.acc_seg: 69.9950, loss: 0.8727 2023-11-14 03:47:29,060 - mmseg - INFO - Iter [29650/40000] lr: 2.588e-04, eta: 0:17:45, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9031, decode.acc_seg: 68.4564, loss: 0.9031 2023-11-14 03:47:33,975 - mmseg - INFO - Iter [29700/40000] lr: 2.575e-04, eta: 0:17:40, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8815, decode.acc_seg: 69.1130, loss: 0.8815 2023-11-14 03:47:38,894 - mmseg - INFO - Iter [29750/40000] lr: 2.563e-04, eta: 0:17:35, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8944, decode.acc_seg: 69.6039, loss: 0.8944 2023-11-14 03:47:43,806 - mmseg - INFO - Iter [29800/40000] lr: 2.550e-04, eta: 0:17:30, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9019, decode.acc_seg: 69.3996, loss: 0.9019 2023-11-14 03:47:48,726 - mmseg - INFO - Iter [29850/40000] lr: 2.538e-04, eta: 0:17:24, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8932, decode.acc_seg: 69.1672, loss: 0.8932 2023-11-14 03:47:53,657 - mmseg - INFO - Iter [29900/40000] lr: 2.525e-04, eta: 0:17:19, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8870, decode.acc_seg: 69.9002, loss: 0.8870 2023-11-14 03:47:58,573 - mmseg - INFO - Iter [29950/40000] lr: 2.513e-04, eta: 0:17:14, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8741, decode.acc_seg: 70.1374, loss: 0.8741 2023-11-14 03:48:03,449 - mmseg - INFO - Saving checkpoint at 30000 iterations 2023-11-14 03:48:03,511 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:48:03,512 - mmseg - INFO - Iter [30000/40000] lr: 2.500e-04, eta: 0:17:09, time: 0.100, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9067, decode.acc_seg: 68.3621, loss: 0.9067 2023-11-14 03:48:17,364 - mmseg - INFO - per class results: 2023-11-14 03:48:17,369 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 59.59 | 80.56 | | building | 73.46 | 89.48 | | sky | 87.67 | 95.32 | | floor | 66.86 | 83.1 | | tree | 63.73 | 82.84 | | ceiling | 67.64 | 78.47 | | road | 72.21 | 84.86 | | bed | 69.52 | 87.05 | | windowpane | 46.89 | 62.15 | | grass | 56.62 | 72.71 | | cabinet | 40.03 | 49.75 | | sidewalk | 45.15 | 60.23 | | person | 66.28 | 82.73 | | earth | 27.64 | 39.92 | | door | 19.54 | 28.19 | | table | 33.39 | 50.64 | | mountain | 48.45 | 66.12 | | plant | 39.69 | 48.34 | | curtain | 53.82 | 68.24 | | chair | 34.44 | 45.77 | | car | 71.94 | 85.11 | | water | 44.23 | 58.31 | | painting | 47.22 | 63.51 | | sofa | 46.22 | 65.36 | | shelf | 24.32 | 35.97 | | house | 44.25 | 61.59 | | sea | 44.22 | 72.25 | | mirror | 31.19 | 40.97 | | rug | 39.66 | 46.34 | | field | 29.21 | 52.34 | | armchair | 20.06 | 31.47 | | seat | 36.6 | 48.31 | | fence | 25.14 | 33.33 | | desk | 28.41 | 42.61 | | rock | 32.47 | 44.79 | | wardrobe | 32.56 | 41.28 | | lamp | 33.4 | 45.29 | | bathtub | 51.41 | 71.1 | | railing | 22.31 | 31.02 | | cushion | 31.14 | 41.11 | | base | 7.88 | 11.72 | | box | 8.49 | 10.07 | | column | 18.39 | 21.6 | | signboard | 25.22 | 34.44 | | chest of drawers | 27.06 | 41.22 | | counter | 20.62 | 26.83 | | sand | 30.48 | 39.77 | | sink | 47.69 | 60.96 | | skyscraper | 40.37 | 56.52 | | fireplace | 50.17 | 60.42 | | refrigerator | 42.92 | 52.27 | | grandstand | 37.45 | 57.46 | | path | 16.39 | 22.82 | | stairs | 17.67 | 22.67 | | runway | 67.55 | 87.11 | | case | 38.26 | 56.19 | | pool table | 81.46 | 94.68 | | pillow | 36.35 | 45.89 | | screen door | 29.39 | 44.34 | | stairway | 21.93 | 27.3 | | river | 20.6 | 37.57 | | bridge | 29.72 | 41.61 | | bookcase | 24.36 | 35.63 | | blind | 26.47 | 31.36 | | coffee table | 39.09 | 60.05 | | toilet | 60.42 | 78.38 | | flower | 29.73 | 39.04 | | book | 33.76 | 45.26 | | hill | 5.09 | 6.29 | | bench | 24.06 | 28.44 | | countertop | 38.62 | 50.5 | | stove | 38.52 | 47.8 | | palm | 35.01 | 46.71 | | kitchen island | 17.22 | 32.72 | | computer | 49.23 | 64.39 | | swivel chair | 24.89 | 39.45 | | boat | 40.49 | 52.47 | | bar | 20.64 | 24.09 | | arcade machine | 29.97 | 39.12 | | hovel | 25.56 | 34.08 | | bus | 69.98 | 81.55 | | towel | 36.75 | 46.46 | | light | 24.58 | 28.5 | | truck | 17.27 | 27.32 | | tower | 26.3 | 35.7 | | chandelier | 47.75 | 60.24 | | awning | 10.65 | 14.79 | | streetlight | 10.92 | 14.61 | | booth | 15.67 | 19.48 | | television receiver | 38.08 | 49.54 | | airplane | 48.28 | 62.41 | | dirt track | 3.78 | 10.81 | | apparel | 19.13 | 26.23 | | pole | 12.27 | 15.52 | | land | 19.8 | 28.27 | | bannister | 4.86 | 6.02 | | escalator | 16.6 | 22.66 | | ottoman | 12.23 | 14.96 | | bottle | 8.57 | 10.06 | | buffet | 29.65 | 37.31 | | poster | 10.04 | 12.52 | | stage | 7.43 | 13.99 | | van | 23.47 | 26.3 | | ship | 52.73 | 62.39 | | fountain | 17.99 | 19.67 | | conveyer belt | 48.79 | 58.88 | | canopy | 7.62 | 10.41 | | washer | 52.37 | 62.92 | | plaything | 6.26 | 9.23 | | swimming pool | 22.89 | 31.67 | | stool | 16.46 | 20.93 | | barrel | 3.8 | 9.44 | | basket | 18.64 | 24.64 | | waterfall | 63.11 | 74.15 | | tent | 73.71 | 97.59 | | bag | 5.04 | 5.8 | | minibike | 53.16 | 65.07 | | cradle | 58.06 | 81.63 | | oven | 14.7 | 24.74 | | ball | 31.09 | 34.01 | | food | 45.11 | 52.27 | | step | 2.05 | 2.26 | | tank | 36.05 | 43.57 | | trade name | 11.23 | 12.09 | | microwave | 56.12 | 67.12 | | pot | 19.0 | 22.35 | | animal | 43.09 | 45.59 | | bicycle | 45.42 | 62.9 | | lake | 6.27 | 8.23 | | dishwasher | 28.08 | 39.55 | | screen | 43.79 | 64.0 | | blanket | 0.59 | 0.69 | | sculpture | 27.28 | 34.97 | | hood | 23.62 | 26.24 | | sconce | 21.44 | 27.33 | | vase | 14.15 | 19.59 | | traffic light | 21.58 | 32.15 | | tray | 3.56 | 5.3 | | ashcan | 18.95 | 25.9 | | fan | 40.48 | 52.54 | | pier | 18.64 | 31.54 | | crt screen | 9.68 | 15.58 | | plate | 26.65 | 31.88 | | monitor | 20.12 | 25.8 | | bulletin board | 24.42 | 29.88 | | shower | 0.36 | 0.42 | | radiator | 43.59 | 47.36 | | glass | 7.19 | 8.04 | | clock | 13.17 | 15.66 | | flag | 24.82 | 28.13 | +---------------------+-------+-------+ 2023-11-14 03:48:17,370 - mmseg - INFO - Summary: 2023-11-14 03:48:17,370 - mmseg - INFO - +-------+------+------+ | aAcc | mIoU | mAcc | +-------+------+------+ | 72.37 | 32.3 | 42.1 | +-------+------+------+ 2023-11-14 03:48:17,370 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:48:17,371 - mmseg - INFO - Iter(val) [250] aAcc: 0.7237, mIoU: 0.3230, mAcc: 0.4210, IoU.wall: 0.5959, IoU.building: 0.7346, IoU.sky: 0.8767, IoU.floor: 0.6686, IoU.tree: 0.6373, IoU.ceiling: 0.6764, IoU.road: 0.7221, IoU.bed : 0.6952, IoU.windowpane: 0.4689, IoU.grass: 0.5662, IoU.cabinet: 0.4003, IoU.sidewalk: 0.4515, IoU.person: 0.6628, IoU.earth: 0.2764, IoU.door: 0.1954, IoU.table: 0.3339, IoU.mountain: 0.4845, IoU.plant: 0.3969, IoU.curtain: 0.5382, IoU.chair: 0.3444, IoU.car: 0.7194, IoU.water: 0.4423, IoU.painting: 0.4722, IoU.sofa: 0.4622, IoU.shelf: 0.2432, IoU.house: 0.4425, IoU.sea: 0.4422, IoU.mirror: 0.3119, IoU.rug: 0.3966, IoU.field: 0.2921, IoU.armchair: 0.2006, IoU.seat: 0.3660, IoU.fence: 0.2514, IoU.desk: 0.2841, IoU.rock: 0.3247, IoU.wardrobe: 0.3256, IoU.lamp: 0.3340, IoU.bathtub: 0.5141, IoU.railing: 0.2231, IoU.cushion: 0.3114, IoU.base: 0.0788, IoU.box: 0.0849, IoU.column: 0.1839, IoU.signboard: 0.2522, IoU.chest of drawers: 0.2706, IoU.counter: 0.2062, IoU.sand: 0.3048, IoU.sink: 0.4769, IoU.skyscraper: 0.4037, IoU.fireplace: 0.5017, IoU.refrigerator: 0.4292, IoU.grandstand: 0.3745, IoU.path: 0.1639, IoU.stairs: 0.1767, IoU.runway: 0.6755, IoU.case: 0.3826, IoU.pool table: 0.8146, IoU.pillow: 0.3635, IoU.screen door: 0.2939, IoU.stairway: 0.2193, IoU.river: 0.2060, IoU.bridge: 0.2972, IoU.bookcase: 0.2436, IoU.blind: 0.2647, IoU.coffee table: 0.3909, IoU.toilet: 0.6042, IoU.flower: 0.2973, IoU.book: 0.3376, IoU.hill: 0.0509, IoU.bench: 0.2406, IoU.countertop: 0.3862, IoU.stove: 0.3852, IoU.palm: 0.3501, IoU.kitchen island: 0.1722, IoU.computer: 0.4923, IoU.swivel chair: 0.2489, IoU.boat: 0.4049, IoU.bar: 0.2064, IoU.arcade machine: 0.2997, IoU.hovel: 0.2556, IoU.bus: 0.6998, IoU.towel: 0.3675, IoU.light: 0.2458, IoU.truck: 0.1727, IoU.tower: 0.2630, IoU.chandelier: 0.4775, IoU.awning: 0.1065, IoU.streetlight: 0.1092, IoU.booth: 0.1567, IoU.television receiver: 0.3808, IoU.airplane: 0.4828, IoU.dirt track: 0.0378, IoU.apparel: 0.1913, IoU.pole: 0.1227, IoU.land: 0.1980, IoU.bannister: 0.0486, IoU.escalator: 0.1660, IoU.ottoman: 0.1223, IoU.bottle: 0.0857, IoU.buffet: 0.2965, IoU.poster: 0.1004, IoU.stage: 0.0743, IoU.van: 0.2347, IoU.ship: 0.5273, IoU.fountain: 0.1799, IoU.conveyer belt: 0.4879, IoU.canopy: 0.0762, IoU.washer: 0.5237, IoU.plaything: 0.0626, IoU.swimming pool: 0.2289, IoU.stool: 0.1646, IoU.barrel: 0.0380, IoU.basket: 0.1864, IoU.waterfall: 0.6311, IoU.tent: 0.7371, IoU.bag: 0.0504, IoU.minibike: 0.5316, IoU.cradle: 0.5806, IoU.oven: 0.1470, IoU.ball: 0.3109, IoU.food: 0.4511, IoU.step: 0.0205, IoU.tank: 0.3605, IoU.trade name: 0.1123, IoU.microwave: 0.5612, IoU.pot: 0.1900, IoU.animal: 0.4309, IoU.bicycle: 0.4542, IoU.lake: 0.0627, IoU.dishwasher: 0.2808, IoU.screen: 0.4379, IoU.blanket: 0.0059, IoU.sculpture: 0.2728, IoU.hood: 0.2362, IoU.sconce: 0.2144, IoU.vase: 0.1415, IoU.traffic light: 0.2158, IoU.tray: 0.0356, IoU.ashcan: 0.1895, IoU.fan: 0.4048, IoU.pier: 0.1864, IoU.crt screen: 0.0968, IoU.plate: 0.2665, IoU.monitor: 0.2012, IoU.bulletin board: 0.2442, IoU.shower: 0.0036, IoU.radiator: 0.4359, IoU.glass: 0.0719, IoU.clock: 0.1317, IoU.flag: 0.2482, Acc.wall: 0.8056, Acc.building: 0.8948, Acc.sky: 0.9532, Acc.floor: 0.8310, Acc.tree: 0.8284, Acc.ceiling: 0.7847, Acc.road: 0.8486, Acc.bed : 0.8705, Acc.windowpane: 0.6215, Acc.grass: 0.7271, Acc.cabinet: 0.4975, Acc.sidewalk: 0.6023, Acc.person: 0.8273, Acc.earth: 0.3992, Acc.door: 0.2819, Acc.table: 0.5064, Acc.mountain: 0.6612, Acc.plant: 0.4834, Acc.curtain: 0.6824, Acc.chair: 0.4577, Acc.car: 0.8511, Acc.water: 0.5831, Acc.painting: 0.6351, Acc.sofa: 0.6536, Acc.shelf: 0.3597, Acc.house: 0.6159, Acc.sea: 0.7225, Acc.mirror: 0.4097, Acc.rug: 0.4634, Acc.field: 0.5234, Acc.armchair: 0.3147, Acc.seat: 0.4831, Acc.fence: 0.3333, Acc.desk: 0.4261, Acc.rock: 0.4479, Acc.wardrobe: 0.4128, Acc.lamp: 0.4529, Acc.bathtub: 0.7110, Acc.railing: 0.3102, Acc.cushion: 0.4111, Acc.base: 0.1172, Acc.box: 0.1007, Acc.column: 0.2160, Acc.signboard: 0.3444, Acc.chest of drawers: 0.4122, Acc.counter: 0.2683, Acc.sand: 0.3977, Acc.sink: 0.6096, Acc.skyscraper: 0.5652, Acc.fireplace: 0.6042, Acc.refrigerator: 0.5227, Acc.grandstand: 0.5746, Acc.path: 0.2282, Acc.stairs: 0.2267, Acc.runway: 0.8711, Acc.case: 0.5619, Acc.pool table: 0.9468, Acc.pillow: 0.4589, Acc.screen door: 0.4434, Acc.stairway: 0.2730, Acc.river: 0.3757, Acc.bridge: 0.4161, Acc.bookcase: 0.3563, Acc.blind: 0.3136, Acc.coffee table: 0.6005, Acc.toilet: 0.7838, Acc.flower: 0.3904, Acc.book: 0.4526, Acc.hill: 0.0629, Acc.bench: 0.2844, Acc.countertop: 0.5050, Acc.stove: 0.4780, Acc.palm: 0.4671, Acc.kitchen island: 0.3272, Acc.computer: 0.6439, Acc.swivel chair: 0.3945, Acc.boat: 0.5247, Acc.bar: 0.2409, Acc.arcade machine: 0.3912, Acc.hovel: 0.3408, Acc.bus: 0.8155, Acc.towel: 0.4646, Acc.light: 0.2850, Acc.truck: 0.2732, Acc.tower: 0.3570, Acc.chandelier: 0.6024, Acc.awning: 0.1479, Acc.streetlight: 0.1461, Acc.booth: 0.1948, Acc.television receiver: 0.4954, Acc.airplane: 0.6241, Acc.dirt track: 0.1081, Acc.apparel: 0.2623, Acc.pole: 0.1552, Acc.land: 0.2827, Acc.bannister: 0.0602, Acc.escalator: 0.2266, Acc.ottoman: 0.1496, Acc.bottle: 0.1006, Acc.buffet: 0.3731, Acc.poster: 0.1252, Acc.stage: 0.1399, Acc.van: 0.2630, Acc.ship: 0.6239, Acc.fountain: 0.1967, Acc.conveyer belt: 0.5888, Acc.canopy: 0.1041, Acc.washer: 0.6292, Acc.plaything: 0.0923, Acc.swimming pool: 0.3167, Acc.stool: 0.2093, Acc.barrel: 0.0944, Acc.basket: 0.2464, Acc.waterfall: 0.7415, Acc.tent: 0.9759, Acc.bag: 0.0580, Acc.minibike: 0.6507, Acc.cradle: 0.8163, Acc.oven: 0.2474, Acc.ball: 0.3401, Acc.food: 0.5227, Acc.step: 0.0226, Acc.tank: 0.4357, Acc.trade name: 0.1209, Acc.microwave: 0.6712, Acc.pot: 0.2235, Acc.animal: 0.4559, Acc.bicycle: 0.6290, Acc.lake: 0.0823, Acc.dishwasher: 0.3955, Acc.screen: 0.6400, Acc.blanket: 0.0069, Acc.sculpture: 0.3497, Acc.hood: 0.2624, Acc.sconce: 0.2733, Acc.vase: 0.1959, Acc.traffic light: 0.3215, Acc.tray: 0.0530, Acc.ashcan: 0.2590, Acc.fan: 0.5254, Acc.pier: 0.3154, Acc.crt screen: 0.1558, Acc.plate: 0.3188, Acc.monitor: 0.2580, Acc.bulletin board: 0.2988, Acc.shower: 0.0042, Acc.radiator: 0.4736, Acc.glass: 0.0804, Acc.clock: 0.1566, Acc.flag: 0.2813 2023-11-14 03:48:22,288 - mmseg - INFO - Iter [30050/40000] lr: 2.488e-04, eta: 0:17:08, time: 0.375, data_time: 0.280, memory: 3269, decode.loss_ce: 0.8663, decode.acc_seg: 69.7123, loss: 0.8663 2023-11-14 03:48:27,218 - mmseg - INFO - Iter [30100/40000] lr: 2.475e-04, eta: 0:17:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8626, decode.acc_seg: 69.8849, loss: 0.8626 2023-11-14 03:48:32,137 - mmseg - INFO - Iter [30150/40000] lr: 2.463e-04, eta: 0:16:58, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9250, decode.acc_seg: 68.0250, loss: 0.9250 2023-11-14 03:48:37,055 - mmseg - INFO - Iter [30200/40000] lr: 2.450e-04, eta: 0:16:52, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8751, decode.acc_seg: 69.8189, loss: 0.8751 2023-11-14 03:48:41,988 - mmseg - INFO - Iter [30250/40000] lr: 2.438e-04, eta: 0:16:47, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8664, decode.acc_seg: 69.8131, loss: 0.8664 2023-11-14 03:48:46,913 - mmseg - INFO - Iter [30300/40000] lr: 2.425e-04, eta: 0:16:42, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8858, decode.acc_seg: 69.5331, loss: 0.8858 2023-11-14 03:48:54,153 - mmseg - INFO - Iter [30350/40000] lr: 2.413e-04, eta: 0:16:37, time: 0.145, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8181, decode.acc_seg: 71.1260, loss: 0.8181 2023-11-14 03:48:59,091 - mmseg - INFO - Iter [30400/40000] lr: 2.400e-04, eta: 0:16:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8535, decode.acc_seg: 70.2197, loss: 0.8535 2023-11-14 03:49:04,015 - mmseg - INFO - Iter [30450/40000] lr: 2.388e-04, eta: 0:16:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8465, decode.acc_seg: 70.3206, loss: 0.8465 2023-11-14 03:49:08,928 - mmseg - INFO - Iter [30500/40000] lr: 2.375e-04, eta: 0:16:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8458, decode.acc_seg: 69.8914, loss: 0.8458 2023-11-14 03:49:13,857 - mmseg - INFO - Iter [30550/40000] lr: 2.363e-04, eta: 0:16:16, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9057, decode.acc_seg: 68.4585, loss: 0.9057 2023-11-14 03:49:18,787 - mmseg - INFO - Iter [30600/40000] lr: 2.350e-04, eta: 0:16:11, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8785, decode.acc_seg: 69.8632, loss: 0.8785 2023-11-14 03:49:23,713 - mmseg - INFO - Iter [30650/40000] lr: 2.338e-04, eta: 0:16:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8978, decode.acc_seg: 68.1764, loss: 0.8978 2023-11-14 03:49:28,639 - mmseg - INFO - Iter [30700/40000] lr: 2.325e-04, eta: 0:16:01, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8595, decode.acc_seg: 69.8097, loss: 0.8595 2023-11-14 03:49:33,560 - mmseg - INFO - Iter [30750/40000] lr: 2.313e-04, eta: 0:15:55, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8610, decode.acc_seg: 70.0493, loss: 0.8610 2023-11-14 03:49:38,485 - mmseg - INFO - Iter [30800/40000] lr: 2.300e-04, eta: 0:15:50, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8878, decode.acc_seg: 69.7121, loss: 0.8878 2023-11-14 03:49:43,404 - mmseg - INFO - Iter [30850/40000] lr: 2.288e-04, eta: 0:15:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8744, decode.acc_seg: 69.5693, loss: 0.8744 2023-11-14 03:49:48,334 - mmseg - INFO - Iter [30900/40000] lr: 2.275e-04, eta: 0:15:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8453, decode.acc_seg: 70.3265, loss: 0.8453 2023-11-14 03:49:53,252 - mmseg - INFO - Iter [30950/40000] lr: 2.263e-04, eta: 0:15:34, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9089, decode.acc_seg: 68.5495, loss: 0.9089 2023-11-14 03:49:58,168 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:49:58,168 - mmseg - INFO - Iter [31000/40000] lr: 2.250e-04, eta: 0:15:29, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8689, decode.acc_seg: 69.3618, loss: 0.8689 2023-11-14 03:50:03,091 - mmseg - INFO - Iter [31050/40000] lr: 2.238e-04, eta: 0:15:24, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8565, decode.acc_seg: 69.9176, loss: 0.8565 2023-11-14 03:50:08,014 - mmseg - INFO - Iter [31100/40000] lr: 2.225e-04, eta: 0:15:19, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8741, decode.acc_seg: 69.6191, loss: 0.8741 2023-11-14 03:50:12,933 - mmseg - INFO - Iter [31150/40000] lr: 2.213e-04, eta: 0:15:13, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8778, decode.acc_seg: 68.6987, loss: 0.8778 2023-11-14 03:50:17,858 - mmseg - INFO - Iter [31200/40000] lr: 2.200e-04, eta: 0:15:08, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9016, decode.acc_seg: 68.6890, loss: 0.9016 2023-11-14 03:50:22,780 - mmseg - INFO - Iter [31250/40000] lr: 2.188e-04, eta: 0:15:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9136, decode.acc_seg: 68.7681, loss: 0.9136 2023-11-14 03:50:27,698 - mmseg - INFO - Iter [31300/40000] lr: 2.175e-04, eta: 0:14:58, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8638, decode.acc_seg: 70.3639, loss: 0.8638 2023-11-14 03:50:32,613 - mmseg - INFO - Iter [31350/40000] lr: 2.163e-04, eta: 0:14:53, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8751, decode.acc_seg: 69.7553, loss: 0.8751 2023-11-14 03:50:37,548 - mmseg - INFO - Iter [31400/40000] lr: 2.150e-04, eta: 0:14:47, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8623, decode.acc_seg: 69.9058, loss: 0.8623 2023-11-14 03:50:42,467 - mmseg - INFO - Iter [31450/40000] lr: 2.138e-04, eta: 0:14:42, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8869, decode.acc_seg: 69.4786, loss: 0.8869 2023-11-14 03:50:47,385 - mmseg - INFO - Iter [31500/40000] lr: 2.125e-04, eta: 0:14:37, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8750, decode.acc_seg: 70.0331, loss: 0.8750 2023-11-14 03:50:52,302 - mmseg - INFO - Iter [31550/40000] lr: 2.113e-04, eta: 0:14:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8492, decode.acc_seg: 71.1097, loss: 0.8492 2023-11-14 03:50:59,451 - mmseg - INFO - Iter [31600/40000] lr: 2.100e-04, eta: 0:14:27, time: 0.143, data_time: 0.046, memory: 3269, decode.loss_ce: 0.9161, decode.acc_seg: 68.6897, loss: 0.9161 2023-11-14 03:51:04,370 - mmseg - INFO - Iter [31650/40000] lr: 2.088e-04, eta: 0:14:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8575, decode.acc_seg: 70.1537, loss: 0.8575 2023-11-14 03:51:09,316 - mmseg - INFO - Iter [31700/40000] lr: 2.075e-04, eta: 0:14:17, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8736, decode.acc_seg: 69.7300, loss: 0.8736 2023-11-14 03:51:14,239 - mmseg - INFO - Iter [31750/40000] lr: 2.063e-04, eta: 0:14:11, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8672, decode.acc_seg: 70.2327, loss: 0.8672 2023-11-14 03:51:19,163 - mmseg - INFO - Iter [31800/40000] lr: 2.050e-04, eta: 0:14:06, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8522, decode.acc_seg: 69.9025, loss: 0.8522 2023-11-14 03:51:24,084 - mmseg - INFO - Iter [31850/40000] lr: 2.038e-04, eta: 0:14:01, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8669, decode.acc_seg: 70.2448, loss: 0.8669 2023-11-14 03:51:29,007 - mmseg - INFO - Iter [31900/40000] lr: 2.025e-04, eta: 0:13:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8432, decode.acc_seg: 70.9739, loss: 0.8432 2023-11-14 03:51:33,924 - mmseg - INFO - Iter [31950/40000] lr: 2.013e-04, eta: 0:13:50, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8912, decode.acc_seg: 69.3882, loss: 0.8912 2023-11-14 03:51:38,843 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:51:38,843 - mmseg - INFO - Iter [32000/40000] lr: 2.000e-04, eta: 0:13:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8501, decode.acc_seg: 70.4392, loss: 0.8501 2023-11-14 03:51:43,774 - mmseg - INFO - Iter [32050/40000] lr: 1.988e-04, eta: 0:13:40, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8868, decode.acc_seg: 69.1197, loss: 0.8868 2023-11-14 03:51:48,692 - mmseg - INFO - Iter [32100/40000] lr: 1.975e-04, eta: 0:13:35, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8468, decode.acc_seg: 70.6415, loss: 0.8468 2023-11-14 03:51:53,621 - mmseg - INFO - Iter [32150/40000] lr: 1.963e-04, eta: 0:13:30, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8656, decode.acc_seg: 70.4672, loss: 0.8656 2023-11-14 03:51:58,535 - mmseg - INFO - Iter [32200/40000] lr: 1.950e-04, eta: 0:13:24, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8694, decode.acc_seg: 70.5067, loss: 0.8694 2023-11-14 03:52:03,445 - mmseg - INFO - Iter [32250/40000] lr: 1.938e-04, eta: 0:13:19, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8749, decode.acc_seg: 69.9723, loss: 0.8749 2023-11-14 03:52:08,368 - mmseg - INFO - Iter [32300/40000] lr: 1.925e-04, eta: 0:13:14, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8499, decode.acc_seg: 70.3821, loss: 0.8499 2023-11-14 03:52:13,282 - mmseg - INFO - Iter [32350/40000] lr: 1.913e-04, eta: 0:13:09, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8777, decode.acc_seg: 69.3285, loss: 0.8777 2023-11-14 03:52:18,208 - mmseg - INFO - Iter [32400/40000] lr: 1.900e-04, eta: 0:13:04, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8560, decode.acc_seg: 69.9509, loss: 0.8560 2023-11-14 03:52:23,128 - mmseg - INFO - Iter [32450/40000] lr: 1.888e-04, eta: 0:12:58, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8839, decode.acc_seg: 69.2100, loss: 0.8839 2023-11-14 03:52:28,047 - mmseg - INFO - Iter [32500/40000] lr: 1.875e-04, eta: 0:12:53, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8939, decode.acc_seg: 69.0829, loss: 0.8939 2023-11-14 03:52:32,989 - mmseg - INFO - Iter [32550/40000] lr: 1.863e-04, eta: 0:12:48, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8786, decode.acc_seg: 68.3529, loss: 0.8786 2023-11-14 03:52:37,913 - mmseg - INFO - Iter [32600/40000] lr: 1.850e-04, eta: 0:12:43, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8656, decode.acc_seg: 69.8525, loss: 0.8656 2023-11-14 03:52:42,829 - mmseg - INFO - Iter [32650/40000] lr: 1.838e-04, eta: 0:12:37, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8327, decode.acc_seg: 71.5888, loss: 0.8327 2023-11-14 03:52:47,749 - mmseg - INFO - Iter [32700/40000] lr: 1.825e-04, eta: 0:12:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9052, decode.acc_seg: 69.1628, loss: 0.9052 2023-11-14 03:52:52,666 - mmseg - INFO - Iter [32750/40000] lr: 1.813e-04, eta: 0:12:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8732, decode.acc_seg: 68.9486, loss: 0.8732 2023-11-14 03:52:57,588 - mmseg - INFO - Iter [32800/40000] lr: 1.800e-04, eta: 0:12:22, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8838, decode.acc_seg: 69.5031, loss: 0.8838 2023-11-14 03:53:04,814 - mmseg - INFO - Iter [32850/40000] lr: 1.788e-04, eta: 0:12:17, time: 0.145, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8427, decode.acc_seg: 70.2832, loss: 0.8427 2023-11-14 03:53:09,728 - mmseg - INFO - Iter [32900/40000] lr: 1.775e-04, eta: 0:12:12, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8699, decode.acc_seg: 69.2664, loss: 0.8699 2023-11-14 03:53:14,646 - mmseg - INFO - Iter [32950/40000] lr: 1.763e-04, eta: 0:12:07, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8374, decode.acc_seg: 69.8718, loss: 0.8374 2023-11-14 03:53:19,583 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:53:19,584 - mmseg - INFO - Iter [33000/40000] lr: 1.750e-04, eta: 0:12:01, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8401, decode.acc_seg: 70.9855, loss: 0.8401 2023-11-14 03:53:24,499 - mmseg - INFO - Iter [33050/40000] lr: 1.738e-04, eta: 0:11:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8667, decode.acc_seg: 69.7651, loss: 0.8667 2023-11-14 03:53:29,415 - mmseg - INFO - Iter [33100/40000] lr: 1.725e-04, eta: 0:11:51, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8468, decode.acc_seg: 70.5922, loss: 0.8468 2023-11-14 03:53:34,332 - mmseg - INFO - Iter [33150/40000] lr: 1.713e-04, eta: 0:11:46, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8178, decode.acc_seg: 70.9222, loss: 0.8178 2023-11-14 03:53:39,251 - mmseg - INFO - Iter [33200/40000] lr: 1.700e-04, eta: 0:11:41, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8522, decode.acc_seg: 70.1194, loss: 0.8522 2023-11-14 03:53:44,173 - mmseg - INFO - Iter [33250/40000] lr: 1.688e-04, eta: 0:11:35, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8682, decode.acc_seg: 69.6625, loss: 0.8682 2023-11-14 03:53:49,094 - mmseg - INFO - Iter [33300/40000] lr: 1.675e-04, eta: 0:11:30, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8944, decode.acc_seg: 69.2491, loss: 0.8944 2023-11-14 03:53:54,015 - mmseg - INFO - Iter [33350/40000] lr: 1.663e-04, eta: 0:11:25, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8646, decode.acc_seg: 70.2225, loss: 0.8646 2023-11-14 03:53:58,936 - mmseg - INFO - Iter [33400/40000] lr: 1.650e-04, eta: 0:11:20, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8668, decode.acc_seg: 69.2269, loss: 0.8668 2023-11-14 03:54:03,851 - mmseg - INFO - Iter [33450/40000] lr: 1.638e-04, eta: 0:11:15, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8534, decode.acc_seg: 70.3823, loss: 0.8534 2023-11-14 03:54:08,773 - mmseg - INFO - Iter [33500/40000] lr: 1.625e-04, eta: 0:11:09, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8456, decode.acc_seg: 70.0902, loss: 0.8456 2023-11-14 03:54:13,694 - mmseg - INFO - Iter [33550/40000] lr: 1.613e-04, eta: 0:11:04, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8402, decode.acc_seg: 71.0203, loss: 0.8402 2023-11-14 03:54:18,621 - mmseg - INFO - Iter [33600/40000] lr: 1.600e-04, eta: 0:10:59, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8910, decode.acc_seg: 69.4734, loss: 0.8910 2023-11-14 03:54:23,551 - mmseg - INFO - Iter [33650/40000] lr: 1.588e-04, eta: 0:10:54, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8822, decode.acc_seg: 68.7353, loss: 0.8822 2023-11-14 03:54:28,484 - mmseg - INFO - Iter [33700/40000] lr: 1.575e-04, eta: 0:10:49, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8717, decode.acc_seg: 69.8706, loss: 0.8717 2023-11-14 03:54:33,405 - mmseg - INFO - Iter [33750/40000] lr: 1.563e-04, eta: 0:10:43, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8854, decode.acc_seg: 69.5020, loss: 0.8854 2023-11-14 03:54:38,329 - mmseg - INFO - Iter [33800/40000] lr: 1.550e-04, eta: 0:10:38, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8544, decode.acc_seg: 70.5554, loss: 0.8544 2023-11-14 03:54:43,251 - mmseg - INFO - Iter [33850/40000] lr: 1.538e-04, eta: 0:10:33, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8563, decode.acc_seg: 70.0397, loss: 0.8563 2023-11-14 03:54:48,184 - mmseg - INFO - Iter [33900/40000] lr: 1.525e-04, eta: 0:10:28, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9024, decode.acc_seg: 68.5519, loss: 0.9024 2023-11-14 03:54:53,110 - mmseg - INFO - Iter [33950/40000] lr: 1.513e-04, eta: 0:10:23, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9017, decode.acc_seg: 68.4255, loss: 0.9017 2023-11-14 03:54:58,034 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:54:58,034 - mmseg - INFO - Iter [34000/40000] lr: 1.500e-04, eta: 0:10:18, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8503, decode.acc_seg: 71.0436, loss: 0.8503 2023-11-14 03:55:02,957 - mmseg - INFO - Iter [34050/40000] lr: 1.488e-04, eta: 0:10:12, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8950, decode.acc_seg: 68.8446, loss: 0.8950 2023-11-14 03:55:07,889 - mmseg - INFO - Iter [34100/40000] lr: 1.475e-04, eta: 0:10:07, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8547, decode.acc_seg: 70.2781, loss: 0.8547 2023-11-14 03:55:15,016 - mmseg - INFO - Iter [34150/40000] lr: 1.463e-04, eta: 0:10:02, time: 0.143, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8456, decode.acc_seg: 69.5509, loss: 0.8456 2023-11-14 03:55:19,935 - mmseg - INFO - Iter [34200/40000] lr: 1.450e-04, eta: 0:09:57, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8546, decode.acc_seg: 69.0532, loss: 0.8546 2023-11-14 03:55:24,854 - mmseg - INFO - Iter [34250/40000] lr: 1.438e-04, eta: 0:09:52, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8526, decode.acc_seg: 70.2388, loss: 0.8526 2023-11-14 03:55:29,793 - mmseg - INFO - Iter [34300/40000] lr: 1.425e-04, eta: 0:09:47, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8383, decode.acc_seg: 70.9939, loss: 0.8383 2023-11-14 03:55:34,717 - mmseg - INFO - Iter [34350/40000] lr: 1.413e-04, eta: 0:09:42, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8834, decode.acc_seg: 69.4055, loss: 0.8834 2023-11-14 03:55:39,633 - mmseg - INFO - Iter [34400/40000] lr: 1.400e-04, eta: 0:09:36, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8687, decode.acc_seg: 69.9357, loss: 0.8687 2023-11-14 03:55:44,552 - mmseg - INFO - Iter [34450/40000] lr: 1.388e-04, eta: 0:09:31, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8633, decode.acc_seg: 70.1152, loss: 0.8633 2023-11-14 03:55:49,466 - mmseg - INFO - Iter [34500/40000] lr: 1.375e-04, eta: 0:09:26, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8459, decode.acc_seg: 70.3368, loss: 0.8459 2023-11-14 03:55:54,384 - mmseg - INFO - Iter [34550/40000] lr: 1.363e-04, eta: 0:09:21, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8432, decode.acc_seg: 70.7216, loss: 0.8432 2023-11-14 03:55:59,300 - mmseg - INFO - Iter [34600/40000] lr: 1.350e-04, eta: 0:09:16, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8855, decode.acc_seg: 69.7867, loss: 0.8855 2023-11-14 03:56:04,212 - mmseg - INFO - Iter [34650/40000] lr: 1.338e-04, eta: 0:09:10, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8497, decode.acc_seg: 70.5225, loss: 0.8497 2023-11-14 03:56:09,136 - mmseg - INFO - Iter [34700/40000] lr: 1.325e-04, eta: 0:09:05, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9250, decode.acc_seg: 68.5304, loss: 0.9250 2023-11-14 03:56:14,085 - mmseg - INFO - Iter [34750/40000] lr: 1.313e-04, eta: 0:09:00, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8658, decode.acc_seg: 70.0679, loss: 0.8658 2023-11-14 03:56:19,003 - mmseg - INFO - Iter [34800/40000] lr: 1.300e-04, eta: 0:08:55, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8804, decode.acc_seg: 69.6505, loss: 0.8804 2023-11-14 03:56:23,922 - mmseg - INFO - Iter [34850/40000] lr: 1.288e-04, eta: 0:08:50, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8871, decode.acc_seg: 69.1411, loss: 0.8871 2023-11-14 03:56:28,849 - mmseg - INFO - Iter [34900/40000] lr: 1.275e-04, eta: 0:08:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8783, decode.acc_seg: 69.4496, loss: 0.8783 2023-11-14 03:56:33,762 - mmseg - INFO - Iter [34950/40000] lr: 1.263e-04, eta: 0:08:39, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8812, decode.acc_seg: 70.0576, loss: 0.8812 2023-11-14 03:56:38,689 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:56:38,694 - mmseg - INFO - Iter [35000/40000] lr: 1.250e-04, eta: 0:08:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8725, decode.acc_seg: 69.7688, loss: 0.8725 2023-11-14 03:56:43,612 - mmseg - INFO - Iter [35050/40000] lr: 1.238e-04, eta: 0:08:29, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8634, decode.acc_seg: 69.8897, loss: 0.8634 2023-11-14 03:56:48,548 - mmseg - INFO - Iter [35100/40000] lr: 1.225e-04, eta: 0:08:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8473, decode.acc_seg: 69.9767, loss: 0.8473 2023-11-14 03:56:53,471 - mmseg - INFO - Iter [35150/40000] lr: 1.213e-04, eta: 0:08:19, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8487, decode.acc_seg: 70.1302, loss: 0.8487 2023-11-14 03:56:58,388 - mmseg - INFO - Iter [35200/40000] lr: 1.200e-04, eta: 0:08:13, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9011, decode.acc_seg: 69.3317, loss: 0.9011 2023-11-14 03:57:03,310 - mmseg - INFO - Iter [35250/40000] lr: 1.188e-04, eta: 0:08:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9089, decode.acc_seg: 68.8475, loss: 0.9089 2023-11-14 03:57:08,231 - mmseg - INFO - Iter [35300/40000] lr: 1.175e-04, eta: 0:08:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8616, decode.acc_seg: 70.1264, loss: 0.8616 2023-11-14 03:57:13,154 - mmseg - INFO - Iter [35350/40000] lr: 1.163e-04, eta: 0:07:58, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8449, decode.acc_seg: 71.1117, loss: 0.8449 2023-11-14 03:57:20,321 - mmseg - INFO - Iter [35400/40000] lr: 1.150e-04, eta: 0:07:53, time: 0.143, data_time: 0.045, memory: 3269, decode.loss_ce: 0.9089, decode.acc_seg: 68.4519, loss: 0.9089 2023-11-14 03:57:25,234 - mmseg - INFO - Iter [35450/40000] lr: 1.138e-04, eta: 0:07:48, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8334, decode.acc_seg: 70.7683, loss: 0.8334 2023-11-14 03:57:30,150 - mmseg - INFO - Iter [35500/40000] lr: 1.125e-04, eta: 0:07:43, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8602, decode.acc_seg: 70.0053, loss: 0.8602 2023-11-14 03:57:35,061 - mmseg - INFO - Iter [35550/40000] lr: 1.113e-04, eta: 0:07:38, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8678, decode.acc_seg: 69.6800, loss: 0.8678 2023-11-14 03:57:39,977 - mmseg - INFO - Iter [35600/40000] lr: 1.100e-04, eta: 0:07:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8664, decode.acc_seg: 69.8630, loss: 0.8664 2023-11-14 03:57:44,899 - mmseg - INFO - Iter [35650/40000] lr: 1.088e-04, eta: 0:07:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8955, decode.acc_seg: 68.7313, loss: 0.8955 2023-11-14 03:57:49,823 - mmseg - INFO - Iter [35700/40000] lr: 1.075e-04, eta: 0:07:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8479, decode.acc_seg: 70.9394, loss: 0.8479 2023-11-14 03:57:54,772 - mmseg - INFO - Iter [35750/40000] lr: 1.063e-04, eta: 0:07:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8383, decode.acc_seg: 70.4762, loss: 0.8383 2023-11-14 03:57:59,720 - mmseg - INFO - Iter [35800/40000] lr: 1.050e-04, eta: 0:07:12, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8486, decode.acc_seg: 70.1152, loss: 0.8486 2023-11-14 03:58:04,652 - mmseg - INFO - Iter [35850/40000] lr: 1.038e-04, eta: 0:07:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8339, decode.acc_seg: 70.6111, loss: 0.8339 2023-11-14 03:58:09,573 - mmseg - INFO - Iter [35900/40000] lr: 1.025e-04, eta: 0:07:01, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8913, decode.acc_seg: 68.2871, loss: 0.8913 2023-11-14 03:58:14,494 - mmseg - INFO - Iter [35950/40000] lr: 1.013e-04, eta: 0:06:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8332, decode.acc_seg: 70.3686, loss: 0.8332 2023-11-14 03:58:19,423 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 03:58:19,424 - mmseg - INFO - Iter [36000/40000] lr: 1.000e-04, eta: 0:06:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9080, decode.acc_seg: 68.7856, loss: 0.9080 2023-11-14 03:58:24,341 - mmseg - INFO - Iter [36050/40000] lr: 9.877e-05, eta: 0:06:46, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8656, decode.acc_seg: 69.2062, loss: 0.8656 2023-11-14 03:58:29,263 - mmseg - INFO - Iter [36100/40000] lr: 9.752e-05, eta: 0:06:41, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8381, decode.acc_seg: 70.6891, loss: 0.8381 2023-11-14 03:58:34,186 - mmseg - INFO - Iter [36150/40000] lr: 9.627e-05, eta: 0:06:36, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8431, decode.acc_seg: 70.1473, loss: 0.8431 2023-11-14 03:58:39,107 - mmseg - INFO - Iter [36200/40000] lr: 9.503e-05, eta: 0:06:30, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8492, decode.acc_seg: 70.5700, loss: 0.8492 2023-11-14 03:58:44,032 - mmseg - INFO - Iter [36250/40000] lr: 9.378e-05, eta: 0:06:25, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8639, decode.acc_seg: 70.6941, loss: 0.8639 2023-11-14 03:58:48,949 - mmseg - INFO - Iter [36300/40000] lr: 9.252e-05, eta: 0:06:20, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8879, decode.acc_seg: 69.0303, loss: 0.8879 2023-11-14 03:58:53,875 - mmseg - INFO - Iter [36350/40000] lr: 9.127e-05, eta: 0:06:15, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9035, decode.acc_seg: 68.6787, loss: 0.9035 2023-11-14 03:58:58,798 - mmseg - INFO - Iter [36400/40000] lr: 9.003e-05, eta: 0:06:10, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8607, decode.acc_seg: 70.5437, loss: 0.8607 2023-11-14 03:59:03,716 - mmseg - INFO - Iter [36450/40000] lr: 8.878e-05, eta: 0:06:05, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8352, decode.acc_seg: 70.5800, loss: 0.8352 2023-11-14 03:59:08,642 - mmseg - INFO - Iter [36500/40000] lr: 8.752e-05, eta: 0:05:59, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8471, decode.acc_seg: 70.4550, loss: 0.8471 2023-11-14 03:59:13,567 - mmseg - INFO - Iter [36550/40000] lr: 8.627e-05, eta: 0:05:54, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8732, decode.acc_seg: 70.3264, loss: 0.8732 2023-11-14 03:59:18,483 - mmseg - INFO - Iter [36600/40000] lr: 8.503e-05, eta: 0:05:49, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9124, decode.acc_seg: 68.7456, loss: 0.9124 2023-11-14 03:59:25,639 - mmseg - INFO - Iter [36650/40000] lr: 8.378e-05, eta: 0:05:44, time: 0.143, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8462, decode.acc_seg: 70.5281, loss: 0.8462 2023-11-14 03:59:30,553 - mmseg - INFO - Iter [36700/40000] lr: 8.252e-05, eta: 0:05:39, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8393, decode.acc_seg: 69.8445, loss: 0.8393 2023-11-14 03:59:35,477 - mmseg - INFO - Iter [36750/40000] lr: 8.127e-05, eta: 0:05:34, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9066, decode.acc_seg: 68.3030, loss: 0.9066 2023-11-14 03:59:40,396 - mmseg - INFO - Iter [36800/40000] lr: 8.003e-05, eta: 0:05:29, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9148, decode.acc_seg: 67.9464, loss: 0.9148 2023-11-14 03:59:45,310 - mmseg - INFO - Iter [36850/40000] lr: 7.878e-05, eta: 0:05:23, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8886, decode.acc_seg: 69.7813, loss: 0.8886 2023-11-14 03:59:50,227 - mmseg - INFO - Iter [36900/40000] lr: 7.752e-05, eta: 0:05:18, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8867, decode.acc_seg: 69.8639, loss: 0.8867 2023-11-14 03:59:55,143 - mmseg - INFO - Iter [36950/40000] lr: 7.627e-05, eta: 0:05:13, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9111, decode.acc_seg: 68.6252, loss: 0.9111 2023-11-14 04:00:00,065 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 04:00:00,065 - mmseg - INFO - Iter [37000/40000] lr: 7.503e-05, eta: 0:05:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8305, decode.acc_seg: 71.0855, loss: 0.8305 2023-11-14 04:00:04,988 - mmseg - INFO - Iter [37050/40000] lr: 7.378e-05, eta: 0:05:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8708, decode.acc_seg: 69.9770, loss: 0.8708 2023-11-14 04:00:09,904 - mmseg - INFO - Iter [37100/40000] lr: 7.252e-05, eta: 0:04:58, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8329, decode.acc_seg: 70.6424, loss: 0.8329 2023-11-14 04:00:14,837 - mmseg - INFO - Iter [37150/40000] lr: 7.127e-05, eta: 0:04:52, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8787, decode.acc_seg: 68.9758, loss: 0.8787 2023-11-14 04:00:19,765 - mmseg - INFO - Iter [37200/40000] lr: 7.003e-05, eta: 0:04:47, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8476, decode.acc_seg: 70.5004, loss: 0.8476 2023-11-14 04:00:24,686 - mmseg - INFO - Iter [37250/40000] lr: 6.878e-05, eta: 0:04:42, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8332, decode.acc_seg: 70.7086, loss: 0.8332 2023-11-14 04:00:29,637 - mmseg - INFO - Iter [37300/40000] lr: 6.752e-05, eta: 0:04:37, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8495, decode.acc_seg: 70.3128, loss: 0.8495 2023-11-14 04:00:34,559 - mmseg - INFO - Iter [37350/40000] lr: 6.627e-05, eta: 0:04:32, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8562, decode.acc_seg: 70.6082, loss: 0.8562 2023-11-14 04:00:39,477 - mmseg - INFO - Iter [37400/40000] lr: 6.502e-05, eta: 0:04:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8349, decode.acc_seg: 70.4158, loss: 0.8349 2023-11-14 04:00:44,393 - mmseg - INFO - Iter [37450/40000] lr: 6.378e-05, eta: 0:04:22, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.7987, decode.acc_seg: 70.8452, loss: 0.7987 2023-11-14 04:00:49,312 - mmseg - INFO - Iter [37500/40000] lr: 6.253e-05, eta: 0:04:16, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8415, decode.acc_seg: 70.0211, loss: 0.8415 2023-11-14 04:00:54,231 - mmseg - INFO - Iter [37550/40000] lr: 6.127e-05, eta: 0:04:11, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8720, decode.acc_seg: 69.9100, loss: 0.8720 2023-11-14 04:00:59,156 - mmseg - INFO - Iter [37600/40000] lr: 6.002e-05, eta: 0:04:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8789, decode.acc_seg: 69.5925, loss: 0.8789 2023-11-14 04:01:04,076 - mmseg - INFO - Iter [37650/40000] lr: 5.878e-05, eta: 0:04:01, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8822, decode.acc_seg: 69.0148, loss: 0.8822 2023-11-14 04:01:08,995 - mmseg - INFO - Iter [37700/40000] lr: 5.753e-05, eta: 0:03:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8588, decode.acc_seg: 70.2807, loss: 0.8588 2023-11-14 04:01:13,911 - mmseg - INFO - Iter [37750/40000] lr: 5.627e-05, eta: 0:03:51, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8371, decode.acc_seg: 70.9176, loss: 0.8371 2023-11-14 04:01:18,833 - mmseg - INFO - Iter [37800/40000] lr: 5.502e-05, eta: 0:03:45, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8648, decode.acc_seg: 70.0713, loss: 0.8648 2023-11-14 04:01:23,752 - mmseg - INFO - Iter [37850/40000] lr: 5.378e-05, eta: 0:03:40, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8395, decode.acc_seg: 70.5539, loss: 0.8395 2023-11-14 04:01:30,903 - mmseg - INFO - Iter [37900/40000] lr: 5.253e-05, eta: 0:03:35, time: 0.143, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8842, decode.acc_seg: 69.8320, loss: 0.8842 2023-11-14 04:01:35,812 - mmseg - INFO - Iter [37950/40000] lr: 5.127e-05, eta: 0:03:30, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8319, decode.acc_seg: 70.5125, loss: 0.8319 2023-11-14 04:01:40,742 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 04:01:40,742 - mmseg - INFO - Iter [38000/40000] lr: 5.002e-05, eta: 0:03:25, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8518, decode.acc_seg: 70.5644, loss: 0.8518 2023-11-14 04:01:45,666 - mmseg - INFO - Iter [38050/40000] lr: 4.878e-05, eta: 0:03:20, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8567, decode.acc_seg: 69.9193, loss: 0.8567 2023-11-14 04:01:50,591 - mmseg - INFO - Iter [38100/40000] lr: 4.753e-05, eta: 0:03:15, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8945, decode.acc_seg: 68.5270, loss: 0.8945 2023-11-14 04:01:55,507 - mmseg - INFO - Iter [38150/40000] lr: 4.627e-05, eta: 0:03:10, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8346, decode.acc_seg: 70.5660, loss: 0.8346 2023-11-14 04:02:00,420 - mmseg - INFO - Iter [38200/40000] lr: 4.502e-05, eta: 0:03:04, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8831, decode.acc_seg: 69.6953, loss: 0.8831 2023-11-14 04:02:05,331 - mmseg - INFO - Iter [38250/40000] lr: 4.378e-05, eta: 0:02:59, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8377, decode.acc_seg: 71.0940, loss: 0.8377 2023-11-14 04:02:10,246 - mmseg - INFO - Iter [38300/40000] lr: 4.253e-05, eta: 0:02:54, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8451, decode.acc_seg: 70.9504, loss: 0.8451 2023-11-14 04:02:15,164 - mmseg - INFO - Iter [38350/40000] lr: 4.127e-05, eta: 0:02:49, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8464, decode.acc_seg: 69.9201, loss: 0.8464 2023-11-14 04:02:20,084 - mmseg - INFO - Iter [38400/40000] lr: 4.002e-05, eta: 0:02:44, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8648, decode.acc_seg: 70.0861, loss: 0.8648 2023-11-14 04:02:25,000 - mmseg - INFO - Iter [38450/40000] lr: 3.878e-05, eta: 0:02:39, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8904, decode.acc_seg: 70.0743, loss: 0.8904 2023-11-14 04:02:29,919 - mmseg - INFO - Iter [38500/40000] lr: 3.753e-05, eta: 0:02:34, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9003, decode.acc_seg: 68.8382, loss: 0.9003 2023-11-14 04:02:34,838 - mmseg - INFO - Iter [38550/40000] lr: 3.627e-05, eta: 0:02:28, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8732, decode.acc_seg: 70.4600, loss: 0.8732 2023-11-14 04:02:39,755 - mmseg - INFO - Iter [38600/40000] lr: 3.502e-05, eta: 0:02:23, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9188, decode.acc_seg: 69.0717, loss: 0.9188 2023-11-14 04:02:44,683 - mmseg - INFO - Iter [38650/40000] lr: 3.378e-05, eta: 0:02:18, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8484, decode.acc_seg: 70.2115, loss: 0.8484 2023-11-14 04:02:49,609 - mmseg - INFO - Iter [38700/40000] lr: 3.253e-05, eta: 0:02:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8989, decode.acc_seg: 68.5593, loss: 0.8989 2023-11-14 04:02:54,523 - mmseg - INFO - Iter [38750/40000] lr: 3.128e-05, eta: 0:02:08, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8514, decode.acc_seg: 70.5406, loss: 0.8514 2023-11-14 04:02:59,451 - mmseg - INFO - Iter [38800/40000] lr: 3.002e-05, eta: 0:02:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8382, decode.acc_seg: 70.0103, loss: 0.8382 2023-11-14 04:03:04,365 - mmseg - INFO - Iter [38850/40000] lr: 2.877e-05, eta: 0:01:58, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8760, decode.acc_seg: 69.4871, loss: 0.8760 2023-11-14 04:03:09,303 - mmseg - INFO - Iter [38900/40000] lr: 2.753e-05, eta: 0:01:52, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8855, decode.acc_seg: 69.6972, loss: 0.8855 2023-11-14 04:03:14,218 - mmseg - INFO - Iter [38950/40000] lr: 2.628e-05, eta: 0:01:47, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8563, decode.acc_seg: 70.6463, loss: 0.8563 2023-11-14 04:03:19,135 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 04:03:19,135 - mmseg - INFO - Iter [39000/40000] lr: 2.502e-05, eta: 0:01:42, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8443, decode.acc_seg: 69.9898, loss: 0.8443 2023-11-14 04:03:24,053 - mmseg - INFO - Iter [39050/40000] lr: 2.377e-05, eta: 0:01:37, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8121, decode.acc_seg: 71.0582, loss: 0.8121 2023-11-14 04:03:28,983 - mmseg - INFO - Iter [39100/40000] lr: 2.253e-05, eta: 0:01:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8991, decode.acc_seg: 69.0854, loss: 0.8991 2023-11-14 04:03:33,903 - mmseg - INFO - Iter [39150/40000] lr: 2.128e-05, eta: 0:01:27, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8925, decode.acc_seg: 69.5247, loss: 0.8925 2023-11-14 04:03:41,078 - mmseg - INFO - Iter [39200/40000] lr: 2.002e-05, eta: 0:01:22, time: 0.144, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8719, decode.acc_seg: 70.0180, loss: 0.8719 2023-11-14 04:03:45,993 - mmseg - INFO - Iter [39250/40000] lr: 1.877e-05, eta: 0:01:17, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8554, decode.acc_seg: 70.6089, loss: 0.8554 2023-11-14 04:03:50,916 - mmseg - INFO - Iter [39300/40000] lr: 1.753e-05, eta: 0:01:11, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8620, decode.acc_seg: 69.7368, loss: 0.8620 2023-11-14 04:03:55,839 - mmseg - INFO - Iter [39350/40000] lr: 1.628e-05, eta: 0:01:06, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8592, decode.acc_seg: 70.1649, loss: 0.8592 2023-11-14 04:04:00,756 - mmseg - INFO - Iter [39400/40000] lr: 1.502e-05, eta: 0:01:01, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8639, decode.acc_seg: 70.0165, loss: 0.8639 2023-11-14 04:04:05,679 - mmseg - INFO - Iter [39450/40000] lr: 1.377e-05, eta: 0:00:56, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8716, decode.acc_seg: 69.5441, loss: 0.8716 2023-11-14 04:04:10,600 - mmseg - INFO - Iter [39500/40000] lr: 1.253e-05, eta: 0:00:51, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8650, decode.acc_seg: 69.8080, loss: 0.8650 2023-11-14 04:04:15,517 - mmseg - INFO - Iter [39550/40000] lr: 1.128e-05, eta: 0:00:46, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8566, decode.acc_seg: 70.6481, loss: 0.8566 2023-11-14 04:04:20,437 - mmseg - INFO - Iter [39600/40000] lr: 1.002e-05, eta: 0:00:41, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8717, decode.acc_seg: 69.6072, loss: 0.8717 2023-11-14 04:04:25,353 - mmseg - INFO - Iter [39650/40000] lr: 8.775e-06, eta: 0:00:35, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8774, decode.acc_seg: 69.9904, loss: 0.8774 2023-11-14 04:04:30,269 - mmseg - INFO - Iter [39700/40000] lr: 7.525e-06, eta: 0:00:30, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8227, decode.acc_seg: 70.9274, loss: 0.8227 2023-11-14 04:04:35,190 - mmseg - INFO - Iter [39750/40000] lr: 6.275e-06, eta: 0:00:25, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8588, decode.acc_seg: 69.6113, loss: 0.8588 2023-11-14 04:04:40,116 - mmseg - INFO - Iter [39800/40000] lr: 5.025e-06, eta: 0:00:20, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8448, decode.acc_seg: 70.4579, loss: 0.8448 2023-11-14 04:04:45,036 - mmseg - INFO - Iter [39850/40000] lr: 3.775e-06, eta: 0:00:15, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8440, decode.acc_seg: 70.4941, loss: 0.8440 2023-11-14 04:04:49,955 - mmseg - INFO - Iter [39900/40000] lr: 2.525e-06, eta: 0:00:10, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8307, decode.acc_seg: 70.5503, loss: 0.8307 2023-11-14 04:04:54,879 - mmseg - INFO - Iter [39950/40000] lr: 1.275e-06, eta: 0:00:05, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8396, decode.acc_seg: 71.0101, loss: 0.8396 2023-11-14 04:04:59,784 - mmseg - INFO - Saving checkpoint at 40000 iterations 2023-11-14 04:04:59,848 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 04:04:59,848 - mmseg - INFO - Iter [40000/40000] lr: 2.500e-08, eta: 0:00:00, time: 0.100, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8815, decode.acc_seg: 69.7649, loss: 0.8815 2023-11-14 04:05:13,496 - mmseg - INFO - per class results: 2023-11-14 04:05:13,502 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 60.06 | 81.37 | | building | 73.83 | 89.88 | | sky | 87.87 | 95.45 | | floor | 67.08 | 82.75 | | tree | 63.34 | 81.34 | | ceiling | 67.51 | 78.05 | | road | 72.51 | 84.73 | | bed | 70.38 | 86.06 | | windowpane | 46.98 | 64.35 | | grass | 57.88 | 74.56 | | cabinet | 41.01 | 52.79 | | sidewalk | 46.1 | 62.01 | | person | 66.49 | 84.0 | | earth | 26.73 | 35.9 | | door | 18.74 | 25.41 | | table | 33.31 | 48.91 | | mountain | 48.51 | 66.66 | | plant | 37.77 | 44.51 | | curtain | 53.59 | 67.51 | | chair | 36.17 | 51.74 | | car | 72.04 | 86.16 | | water | 45.49 | 60.83 | | painting | 47.49 | 62.65 | | sofa | 45.92 | 67.41 | | shelf | 24.33 | 35.28 | | house | 42.87 | 56.14 | | sea | 44.65 | 69.21 | | mirror | 30.44 | 38.72 | | rug | 39.56 | 46.17 | | field | 30.07 | 52.47 | | armchair | 19.63 | 29.42 | | seat | 37.5 | 50.58 | | fence | 24.99 | 34.02 | | desk | 28.45 | 47.46 | | rock | 35.46 | 52.87 | | wardrobe | 34.32 | 44.6 | | lamp | 33.17 | 43.86 | | bathtub | 52.49 | 71.33 | | railing | 21.7 | 29.66 | | cushion | 31.68 | 44.15 | | base | 7.9 | 11.17 | | box | 10.63 | 13.62 | | column | 18.11 | 20.78 | | signboard | 25.23 | 33.62 | | chest of drawers | 26.12 | 37.91 | | counter | 19.75 | 25.48 | | sand | 31.1 | 40.55 | | sink | 47.11 | 60.84 | | skyscraper | 41.45 | 56.78 | | fireplace | 49.7 | 60.25 | | refrigerator | 43.46 | 54.42 | | grandstand | 37.27 | 54.92 | | path | 16.25 | 22.48 | | stairs | 15.79 | 18.94 | | runway | 67.26 | 87.79 | | case | 38.14 | 54.25 | | pool table | 80.11 | 95.49 | | pillow | 36.12 | 45.28 | | screen door | 29.82 | 39.93 | | stairway | 23.89 | 32.11 | | river | 21.09 | 33.73 | | bridge | 28.52 | 39.05 | | bookcase | 27.06 | 40.56 | | blind | 26.31 | 31.14 | | coffee table | 39.15 | 61.35 | | toilet | 60.81 | 77.21 | | flower | 31.6 | 46.51 | | book | 35.04 | 49.97 | | hill | 4.61 | 5.69 | | bench | 24.47 | 30.47 | | countertop | 38.85 | 50.7 | | stove | 42.11 | 57.74 | | palm | 38.94 | 55.88 | | kitchen island | 19.4 | 40.09 | | computer | 50.04 | 65.2 | | swivel chair | 24.81 | 37.61 | | boat | 44.46 | 56.23 | | bar | 21.86 | 26.75 | | arcade machine | 30.58 | 42.97 | | hovel | 24.52 | 32.33 | | bus | 70.02 | 83.16 | | towel | 36.76 | 48.74 | | light | 24.23 | 27.52 | | truck | 16.58 | 24.64 | | tower | 28.67 | 41.62 | | chandelier | 49.3 | 63.27 | | awning | 10.62 | 13.83 | | streetlight | 10.53 | 13.61 | | booth | 17.79 | 21.64 | | television receiver | 37.91 | 52.09 | | airplane | 48.0 | 62.0 | | dirt track | 3.19 | 11.25 | | apparel | 19.8 | 27.61 | | pole | 11.91 | 15.73 | | land | 20.53 | 25.85 | | bannister | 5.58 | 7.02 | | escalator | 16.95 | 20.85 | | ottoman | 13.24 | 16.14 | | bottle | 12.67 | 16.02 | | buffet | 31.93 | 44.62 | | poster | 11.46 | 15.05 | | stage | 7.64 | 12.96 | | van | 22.34 | 25.89 | | ship | 52.77 | 59.81 | | fountain | 18.61 | 20.09 | | conveyer belt | 49.36 | 60.19 | | canopy | 7.65 | 10.73 | | washer | 55.45 | 67.08 | | plaything | 6.48 | 9.91 | | swimming pool | 20.91 | 26.65 | | stool | 15.8 | 19.49 | | barrel | 4.38 | 11.28 | | basket | 19.03 | 25.98 | | waterfall | 60.38 | 70.76 | | tent | 76.74 | 96.93 | | bag | 5.9 | 7.03 | | minibike | 52.83 | 66.39 | | cradle | 57.87 | 81.73 | | oven | 10.6 | 14.83 | | ball | 31.01 | 33.6 | | food | 47.42 | 54.47 | | step | 1.5 | 1.62 | | tank | 36.76 | 45.79 | | trade name | 14.94 | 17.02 | | microwave | 57.74 | 66.94 | | pot | 17.55 | 20.06 | | animal | 44.83 | 48.15 | | bicycle | 46.0 | 64.97 | | lake | 5.21 | 6.92 | | dishwasher | 29.18 | 38.74 | | screen | 45.87 | 63.54 | | blanket | 0.86 | 0.99 | | sculpture | 27.83 | 36.52 | | hood | 25.32 | 28.79 | | sconce | 17.81 | 21.21 | | vase | 16.38 | 27.19 | | traffic light | 21.91 | 35.2 | | tray | 3.58 | 5.74 | | ashcan | 20.03 | 30.03 | | fan | 42.18 | 59.07 | | pier | 17.99 | 30.28 | | crt screen | 9.73 | 15.5 | | plate | 29.67 | 37.68 | | monitor | 21.28 | 26.96 | | bulletin board | 25.86 | 32.13 | | shower | 1.1 | 1.55 | | radiator | 44.07 | 47.02 | | glass | 7.26 | 8.28 | | clock | 13.99 | 18.33 | | flag | 24.64 | 28.55 | +---------------------+-------+-------+ 2023-11-14 04:05:13,502 - mmseg - INFO - Summary: 2023-11-14 04:05:13,502 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 72.61 | 32.73 | 42.81 | +-------+-------+-------+ 2023-11-14 04:05:13,503 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-14 04:05:13,503 - mmseg - INFO - Iter(val) [250] aAcc: 0.7261, mIoU: 0.3273, mAcc: 0.4281, IoU.wall: 0.6006, IoU.building: 0.7383, IoU.sky: 0.8787, IoU.floor: 0.6708, IoU.tree: 0.6334, IoU.ceiling: 0.6751, IoU.road: 0.7251, IoU.bed : 0.7038, IoU.windowpane: 0.4698, IoU.grass: 0.5788, IoU.cabinet: 0.4101, IoU.sidewalk: 0.4610, IoU.person: 0.6649, IoU.earth: 0.2673, IoU.door: 0.1874, IoU.table: 0.3331, IoU.mountain: 0.4851, IoU.plant: 0.3777, IoU.curtain: 0.5359, IoU.chair: 0.3617, IoU.car: 0.7204, IoU.water: 0.4549, IoU.painting: 0.4749, IoU.sofa: 0.4592, IoU.shelf: 0.2433, IoU.house: 0.4287, IoU.sea: 0.4465, IoU.mirror: 0.3044, IoU.rug: 0.3956, IoU.field: 0.3007, IoU.armchair: 0.1963, IoU.seat: 0.3750, IoU.fence: 0.2499, IoU.desk: 0.2845, IoU.rock: 0.3546, IoU.wardrobe: 0.3432, IoU.lamp: 0.3317, IoU.bathtub: 0.5249, IoU.railing: 0.2170, IoU.cushion: 0.3168, IoU.base: 0.0790, IoU.box: 0.1063, IoU.column: 0.1811, IoU.signboard: 0.2523, IoU.chest of drawers: 0.2612, IoU.counter: 0.1975, IoU.sand: 0.3110, IoU.sink: 0.4711, IoU.skyscraper: 0.4145, IoU.fireplace: 0.4970, IoU.refrigerator: 0.4346, IoU.grandstand: 0.3727, IoU.path: 0.1625, IoU.stairs: 0.1579, IoU.runway: 0.6726, IoU.case: 0.3814, IoU.pool table: 0.8011, IoU.pillow: 0.3612, IoU.screen door: 0.2982, IoU.stairway: 0.2389, IoU.river: 0.2109, IoU.bridge: 0.2852, IoU.bookcase: 0.2706, IoU.blind: 0.2631, IoU.coffee table: 0.3915, IoU.toilet: 0.6081, IoU.flower: 0.3160, IoU.book: 0.3504, IoU.hill: 0.0461, IoU.bench: 0.2447, IoU.countertop: 0.3885, IoU.stove: 0.4211, IoU.palm: 0.3894, IoU.kitchen island: 0.1940, IoU.computer: 0.5004, IoU.swivel chair: 0.2481, IoU.boat: 0.4446, IoU.bar: 0.2186, IoU.arcade machine: 0.3058, IoU.hovel: 0.2452, IoU.bus: 0.7002, IoU.towel: 0.3676, IoU.light: 0.2423, IoU.truck: 0.1658, IoU.tower: 0.2867, IoU.chandelier: 0.4930, IoU.awning: 0.1062, IoU.streetlight: 0.1053, IoU.booth: 0.1779, IoU.television receiver: 0.3791, IoU.airplane: 0.4800, IoU.dirt track: 0.0319, IoU.apparel: 0.1980, IoU.pole: 0.1191, IoU.land: 0.2053, IoU.bannister: 0.0558, IoU.escalator: 0.1695, IoU.ottoman: 0.1324, IoU.bottle: 0.1267, IoU.buffet: 0.3193, IoU.poster: 0.1146, IoU.stage: 0.0764, IoU.van: 0.2234, IoU.ship: 0.5277, IoU.fountain: 0.1861, IoU.conveyer belt: 0.4936, IoU.canopy: 0.0765, IoU.washer: 0.5545, IoU.plaything: 0.0648, IoU.swimming pool: 0.2091, IoU.stool: 0.1580, IoU.barrel: 0.0438, IoU.basket: 0.1903, IoU.waterfall: 0.6038, IoU.tent: 0.7674, IoU.bag: 0.0590, IoU.minibike: 0.5283, IoU.cradle: 0.5787, IoU.oven: 0.1060, IoU.ball: 0.3101, IoU.food: 0.4742, IoU.step: 0.0150, IoU.tank: 0.3676, IoU.trade name: 0.1494, IoU.microwave: 0.5774, IoU.pot: 0.1755, IoU.animal: 0.4483, IoU.bicycle: 0.4600, IoU.lake: 0.0521, IoU.dishwasher: 0.2918, IoU.screen: 0.4587, IoU.blanket: 0.0086, IoU.sculpture: 0.2783, IoU.hood: 0.2532, IoU.sconce: 0.1781, IoU.vase: 0.1638, IoU.traffic light: 0.2191, IoU.tray: 0.0358, IoU.ashcan: 0.2003, IoU.fan: 0.4218, IoU.pier: 0.1799, IoU.crt screen: 0.0973, IoU.plate: 0.2967, IoU.monitor: 0.2128, IoU.bulletin board: 0.2586, IoU.shower: 0.0110, IoU.radiator: 0.4407, IoU.glass: 0.0726, IoU.clock: 0.1399, IoU.flag: 0.2464, Acc.wall: 0.8137, Acc.building: 0.8988, Acc.sky: 0.9545, Acc.floor: 0.8275, Acc.tree: 0.8134, Acc.ceiling: 0.7805, Acc.road: 0.8473, Acc.bed : 0.8606, Acc.windowpane: 0.6435, Acc.grass: 0.7456, Acc.cabinet: 0.5279, Acc.sidewalk: 0.6201, Acc.person: 0.8400, Acc.earth: 0.3590, Acc.door: 0.2541, Acc.table: 0.4891, Acc.mountain: 0.6666, Acc.plant: 0.4451, Acc.curtain: 0.6751, Acc.chair: 0.5174, Acc.car: 0.8616, Acc.water: 0.6083, Acc.painting: 0.6265, Acc.sofa: 0.6741, Acc.shelf: 0.3528, Acc.house: 0.5614, Acc.sea: 0.6921, Acc.mirror: 0.3872, Acc.rug: 0.4617, Acc.field: 0.5247, Acc.armchair: 0.2942, Acc.seat: 0.5058, Acc.fence: 0.3402, Acc.desk: 0.4746, Acc.rock: 0.5287, Acc.wardrobe: 0.4460, Acc.lamp: 0.4386, Acc.bathtub: 0.7133, Acc.railing: 0.2966, Acc.cushion: 0.4415, Acc.base: 0.1117, Acc.box: 0.1362, Acc.column: 0.2078, Acc.signboard: 0.3362, Acc.chest of drawers: 0.3791, Acc.counter: 0.2548, Acc.sand: 0.4055, Acc.sink: 0.6084, Acc.skyscraper: 0.5678, Acc.fireplace: 0.6025, Acc.refrigerator: 0.5442, Acc.grandstand: 0.5492, Acc.path: 0.2248, Acc.stairs: 0.1894, Acc.runway: 0.8779, Acc.case: 0.5425, Acc.pool table: 0.9549, Acc.pillow: 0.4528, Acc.screen door: 0.3993, Acc.stairway: 0.3211, Acc.river: 0.3373, Acc.bridge: 0.3905, Acc.bookcase: 0.4056, Acc.blind: 0.3114, Acc.coffee table: 0.6135, Acc.toilet: 0.7721, Acc.flower: 0.4651, Acc.book: 0.4997, Acc.hill: 0.0569, Acc.bench: 0.3047, Acc.countertop: 0.5070, Acc.stove: 0.5774, Acc.palm: 0.5588, Acc.kitchen island: 0.4009, Acc.computer: 0.6520, Acc.swivel chair: 0.3761, Acc.boat: 0.5623, Acc.bar: 0.2675, Acc.arcade machine: 0.4297, Acc.hovel: 0.3233, Acc.bus: 0.8316, Acc.towel: 0.4874, Acc.light: 0.2752, Acc.truck: 0.2464, Acc.tower: 0.4162, Acc.chandelier: 0.6327, Acc.awning: 0.1383, Acc.streetlight: 0.1361, Acc.booth: 0.2164, Acc.television receiver: 0.5209, Acc.airplane: 0.6200, Acc.dirt track: 0.1125, Acc.apparel: 0.2761, Acc.pole: 0.1573, Acc.land: 0.2585, Acc.bannister: 0.0702, Acc.escalator: 0.2085, Acc.ottoman: 0.1614, Acc.bottle: 0.1602, Acc.buffet: 0.4462, Acc.poster: 0.1505, Acc.stage: 0.1296, Acc.van: 0.2589, Acc.ship: 0.5981, Acc.fountain: 0.2009, Acc.conveyer belt: 0.6019, Acc.canopy: 0.1073, Acc.washer: 0.6708, Acc.plaything: 0.0991, Acc.swimming pool: 0.2665, Acc.stool: 0.1949, Acc.barrel: 0.1128, Acc.basket: 0.2598, Acc.waterfall: 0.7076, Acc.tent: 0.9693, Acc.bag: 0.0703, Acc.minibike: 0.6639, Acc.cradle: 0.8173, Acc.oven: 0.1483, Acc.ball: 0.3360, Acc.food: 0.5447, Acc.step: 0.0162, Acc.tank: 0.4579, Acc.trade name: 0.1702, Acc.microwave: 0.6694, Acc.pot: 0.2006, Acc.animal: 0.4815, Acc.bicycle: 0.6497, Acc.lake: 0.0692, Acc.dishwasher: 0.3874, Acc.screen: 0.6354, Acc.blanket: 0.0099, Acc.sculpture: 0.3652, Acc.hood: 0.2879, Acc.sconce: 0.2121, Acc.vase: 0.2719, Acc.traffic light: 0.3520, Acc.tray: 0.0574, Acc.ashcan: 0.3003, Acc.fan: 0.5907, Acc.pier: 0.3028, Acc.crt screen: 0.1550, Acc.plate: 0.3768, Acc.monitor: 0.2696, Acc.bulletin board: 0.3213, Acc.shower: 0.0155, Acc.radiator: 0.4702, Acc.glass: 0.0828, Acc.clock: 0.1833, Acc.flag: 0.2855