2023-11-13 20:21:04,712 - mmseg - INFO - Multi-processing start method is `None` 2023-11-13 20:21:04,726 - mmseg - INFO - OpenCV num_threads is `112 2023-11-13 20:21:04,726 - mmseg - INFO - OMP num threads is 1 2023-11-13 20:21:04,803 - 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+93b4c84 ------------------------------------------------------------ 2023-11-13 20:21:04,803 - mmseg - INFO - Distributed training: True 2023-11-13 20:21:04,803 - 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/vit_base_patch16_clip_384.laion2b_ft_in12k_in1k_ade20k'} 2023-11-13 20:21:07,945 - mmseg - INFO - Set random seed to 645438687, deterministic: False 2023-11-13 20:21:18,535 - 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 2023-11-13 20:21:18,537 - 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'}} ) 2023-11-13 20:21:18,759 - mmseg - INFO - Loaded 20210 images 2023-11-13 20:21:18,950 - mmseg - INFO - Loaded 2000 images 2023-11-13 20:21:18,951 - mmseg - INFO - Start running, host: root, work_dir: ./work_dirs/segmentation_eval/vit_base_patch16_clip_384.laion2b_ft_in12k_in1k_ade20k 2023-11-13 20:21:18,951 - 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 -------------------- 2023-11-13 20:21:18,951 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters 2023-11-13 20:21:18,954 - mmseg - INFO - Checkpoints will be saved to ./work_dirs/segmentation_eval/vit_base_patch16_clip_384.laion2b_ft_in12k_in1k_ade20k by HardDiskBackend. 2023-11-13 20:22:15,295 - mmseg - INFO - Iter [50/40000] lr: 3.263e-05, eta: 2:00:26, time: 0.181, data_time: 0.009, memory: 1355, decode.loss_ce: 4.0378, decode.acc_seg: 0.9669, loss: 4.0378 2023-11-13 20:22:20,114 - mmseg - INFO - Iter [100/40000] lr: 6.584e-05, eta: 1:32:11, time: 0.096, data_time: 0.004, memory: 1355, decode.loss_ce: 3.9956, decode.acc_seg: 7.2499, loss: 3.9956 2023-11-13 20:22:24,932 - mmseg - INFO - Iter [150/40000] lr: 9.896e-05, eta: 1:22:42, time: 0.096, data_time: 0.004, memory: 1355, decode.loss_ce: 3.7215, decode.acc_seg: 27.5509, loss: 3.7215 2023-11-13 20:22:29,737 - mmseg - INFO - Iter [200/40000] lr: 1.320e-04, eta: 1:17:53, time: 0.096, data_time: 0.004, memory: 1355, decode.loss_ce: 3.4313, decode.acc_seg: 44.3314, loss: 3.4313 2023-11-13 20:22:34,515 - mmseg - INFO - Iter [250/40000] lr: 1.650e-04, eta: 1:14:54, time: 0.096, data_time: 0.004, memory: 1355, decode.loss_ce: 3.0282, decode.acc_seg: 52.4488, loss: 3.0282 2023-11-13 20:22:39,244 - mmseg - INFO - Iter [300/40000] lr: 1.978e-04, eta: 1:12:45, time: 0.095, data_time: 0.004, memory: 1355, decode.loss_ce: 2.5775, decode.acc_seg: 57.8219, loss: 2.5775 2023-11-13 20:22:43,965 - mmseg - INFO - Iter [350/40000] lr: 2.306e-04, eta: 1:11:12, time: 0.094, data_time: 0.004, memory: 1355, decode.loss_ce: 2.1092, decode.acc_seg: 58.3641, loss: 2.1092 2023-11-13 20:22:48,711 - mmseg - INFO - Iter [400/40000] lr: 2.633e-04, eta: 1:10:03, time: 0.095, data_time: 0.004, memory: 1355, decode.loss_ce: 1.8031, decode.acc_seg: 60.7962, loss: 1.8031 2023-11-13 20:22:53,497 - mmseg - INFO - Iter [450/40000] lr: 2.960e-04, eta: 1:09:12, time: 0.096, data_time: 0.004, memory: 1355, decode.loss_ce: 1.6395, decode.acc_seg: 61.8314, loss: 1.6395 2023-11-13 20:22:58,320 - mmseg - INFO - Iter [500/40000] lr: 3.285e-04, eta: 1:08:33, time: 0.096, data_time: 0.004, memory: 1355, decode.loss_ce: 1.4946, decode.acc_seg: 61.9511, loss: 1.4946 2023-11-13 20:23:03,163 - mmseg - INFO - Iter [550/40000] lr: 3.610e-04, eta: 1:08:02, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 1.3417, decode.acc_seg: 63.5318, loss: 1.3417 2023-11-13 20:23:08,013 - mmseg - INFO - Iter [600/40000] lr: 3.934e-04, eta: 1:07:35, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 1.2648, decode.acc_seg: 64.6241, loss: 1.2648 2023-11-13 20:23:12,881 - mmseg - INFO - Iter [650/40000] lr: 4.256e-04, eta: 1:07:13, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 1.1854, decode.acc_seg: 65.7387, loss: 1.1854 2023-11-13 20:23:17,755 - mmseg - INFO - Iter [700/40000] lr: 4.579e-04, eta: 1:06:54, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 1.1631, decode.acc_seg: 65.4911, loss: 1.1631 2023-11-13 20:23:22,635 - mmseg - INFO - Iter [750/40000] lr: 4.900e-04, eta: 1:06:37, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 1.1141, decode.acc_seg: 66.5127, loss: 1.1141 2023-11-13 20:23:27,533 - mmseg - INFO - Iter [800/40000] lr: 5.220e-04, eta: 1:06:22, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 1.0941, decode.acc_seg: 66.8289, loss: 1.0941 2023-11-13 20:23:32,424 - mmseg - INFO - Iter [850/40000] lr: 5.540e-04, eta: 1:06:08, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 1.0017, decode.acc_seg: 69.1280, loss: 1.0017 2023-11-13 20:23:37,318 - mmseg - INFO - Iter [900/40000] lr: 5.859e-04, eta: 1:05:56, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 1.0272, decode.acc_seg: 67.5597, loss: 1.0272 2023-11-13 20:23:42,209 - mmseg - INFO - Iter [950/40000] lr: 6.177e-04, eta: 1:05:44, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.9424, decode.acc_seg: 70.3531, loss: 0.9424 2023-11-13 20:23:47,093 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:23:47,093 - mmseg - INFO - Iter [1000/40000] lr: 6.494e-04, eta: 1:05:32, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.9427, decode.acc_seg: 70.0229, loss: 0.9427 2023-11-13 20:23:51,992 - mmseg - INFO - Iter [1050/40000] lr: 6.810e-04, eta: 1:05:22, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.9957, decode.acc_seg: 67.8033, loss: 0.9957 2023-11-13 20:23:56,885 - mmseg - INFO - Iter [1100/40000] lr: 7.125e-04, eta: 1:05:12, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.9441, decode.acc_seg: 69.6759, loss: 0.9441 2023-11-13 20:24:01,777 - mmseg - INFO - Iter [1150/40000] lr: 7.440e-04, eta: 1:05:02, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.9481, decode.acc_seg: 68.9866, loss: 0.9481 2023-11-13 20:24:06,662 - mmseg - INFO - Iter [1200/40000] lr: 7.754e-04, eta: 1:04:53, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.9410, decode.acc_seg: 69.6696, loss: 0.9410 2023-11-13 20:24:11,572 - mmseg - INFO - Iter [1250/40000] lr: 8.067e-04, eta: 1:04:44, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8842, decode.acc_seg: 70.9950, loss: 0.8842 2023-11-13 20:24:18,788 - mmseg - INFO - Iter [1300/40000] lr: 8.379e-04, eta: 1:05:45, time: 0.144, data_time: 0.047, memory: 1355, decode.loss_ce: 0.8873, decode.acc_seg: 70.4342, loss: 0.8873 2023-11-13 20:24:23,742 - mmseg - INFO - Iter [1350/40000] lr: 8.690e-04, eta: 1:05:36, time: 0.099, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8842, decode.acc_seg: 70.7476, loss: 0.8842 2023-11-13 20:24:28,633 - mmseg - INFO - Iter [1400/40000] lr: 9.000e-04, eta: 1:05:25, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8572, decode.acc_seg: 70.5236, loss: 0.8572 2023-11-13 20:24:33,519 - mmseg - INFO - Iter [1450/40000] lr: 9.310e-04, eta: 1:05:15, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8893, decode.acc_seg: 69.8305, loss: 0.8893 2023-11-13 20:24:38,413 - mmseg - INFO - Iter [1500/40000] lr: 9.619e-04, eta: 1:05:05, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8425, decode.acc_seg: 71.5673, loss: 0.8425 2023-11-13 20:24:43,303 - mmseg - INFO - Iter [1550/40000] lr: 9.613e-04, eta: 1:04:55, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8754, decode.acc_seg: 69.7953, loss: 0.8754 2023-11-13 20:24:48,191 - mmseg - INFO - Iter [1600/40000] lr: 9.600e-04, eta: 1:04:46, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8676, decode.acc_seg: 70.1452, loss: 0.8676 2023-11-13 20:24:53,079 - mmseg - INFO - Iter [1650/40000] lr: 9.588e-04, eta: 1:04:37, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8794, decode.acc_seg: 70.5296, loss: 0.8794 2023-11-13 20:24:57,966 - mmseg - INFO - Iter [1700/40000] lr: 9.575e-04, eta: 1:04:28, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8171, decode.acc_seg: 72.1016, loss: 0.8171 2023-11-13 20:25:02,851 - mmseg - INFO - Iter [1750/40000] lr: 9.563e-04, eta: 1:04:19, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8262, decode.acc_seg: 71.2853, loss: 0.8262 2023-11-13 20:25:07,729 - mmseg - INFO - Iter [1800/40000] lr: 9.550e-04, eta: 1:04:11, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8615, decode.acc_seg: 70.8429, loss: 0.8615 2023-11-13 20:25:12,609 - mmseg - INFO - Iter [1850/40000] lr: 9.538e-04, eta: 1:04:02, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8568, decode.acc_seg: 71.1097, loss: 0.8568 2023-11-13 20:25:17,497 - mmseg - INFO - Iter [1900/40000] lr: 9.525e-04, eta: 1:03:54, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8845, decode.acc_seg: 70.4224, loss: 0.8845 2023-11-13 20:25:22,381 - mmseg - INFO - Iter [1950/40000] lr: 9.513e-04, eta: 1:03:46, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8560, decode.acc_seg: 70.5224, loss: 0.8560 2023-11-13 20:25:27,259 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:25:27,259 - mmseg - INFO - Iter [2000/40000] lr: 9.500e-04, eta: 1:03:39, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8462, decode.acc_seg: 70.8461, loss: 0.8462 2023-11-13 20:25:32,132 - mmseg - INFO - Iter [2050/40000] lr: 9.488e-04, eta: 1:03:31, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8820, decode.acc_seg: 70.5365, loss: 0.8820 2023-11-13 20:25:37,011 - mmseg - INFO - Iter [2100/40000] lr: 9.475e-04, eta: 1:03:23, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8345, decode.acc_seg: 71.8083, loss: 0.8345 2023-11-13 20:25:41,891 - mmseg - INFO - Iter [2150/40000] lr: 9.463e-04, eta: 1:03:16, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8500, decode.acc_seg: 70.9462, loss: 0.8500 2023-11-13 20:25:46,772 - mmseg - INFO - Iter [2200/40000] lr: 9.450e-04, eta: 1:03:08, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8336, decode.acc_seg: 71.8680, loss: 0.8336 2023-11-13 20:25:51,650 - mmseg - INFO - Iter [2250/40000] lr: 9.438e-04, eta: 1:03:01, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8307, decode.acc_seg: 71.4975, loss: 0.8307 2023-11-13 20:25:56,527 - mmseg - INFO - Iter [2300/40000] lr: 9.425e-04, eta: 1:02:54, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8508, decode.acc_seg: 71.3307, loss: 0.8508 2023-11-13 20:26:01,406 - mmseg - INFO - Iter [2350/40000] lr: 9.413e-04, eta: 1:02:47, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8284, decode.acc_seg: 72.0459, loss: 0.8284 2023-11-13 20:26:06,289 - mmseg - INFO - Iter [2400/40000] lr: 9.400e-04, eta: 1:02:40, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8272, decode.acc_seg: 71.4199, loss: 0.8272 2023-11-13 20:26:11,165 - mmseg - INFO - Iter [2450/40000] lr: 9.388e-04, eta: 1:02:33, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8703, decode.acc_seg: 70.4223, loss: 0.8703 2023-11-13 20:26:16,044 - mmseg - INFO - Iter [2500/40000] lr: 9.375e-04, eta: 1:02:26, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8635, decode.acc_seg: 71.0285, loss: 0.8635 2023-11-13 20:26:23,153 - mmseg - INFO - Iter [2550/40000] lr: 9.363e-04, eta: 1:02:52, time: 0.142, data_time: 0.049, memory: 1355, decode.loss_ce: 0.8058, decode.acc_seg: 72.2317, loss: 0.8058 2023-11-13 20:26:28,030 - mmseg - INFO - Iter [2600/40000] lr: 9.350e-04, eta: 1:02:45, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7761, decode.acc_seg: 72.7083, loss: 0.7761 2023-11-13 20:26:32,919 - mmseg - INFO - Iter [2650/40000] lr: 9.338e-04, eta: 1:02:38, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8120, decode.acc_seg: 71.8210, loss: 0.8120 2023-11-13 20:26:37,798 - mmseg - INFO - Iter [2700/40000] lr: 9.325e-04, eta: 1:02:31, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8235, decode.acc_seg: 71.4068, loss: 0.8235 2023-11-13 20:26:42,679 - mmseg - INFO - Iter [2750/40000] lr: 9.313e-04, eta: 1:02:24, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8118, decode.acc_seg: 71.5527, loss: 0.8118 2023-11-13 20:26:47,558 - mmseg - INFO - Iter [2800/40000] lr: 9.300e-04, eta: 1:02:17, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8015, decode.acc_seg: 71.9587, loss: 0.8015 2023-11-13 20:26:52,447 - mmseg - INFO - Iter [2850/40000] lr: 9.288e-04, eta: 1:02:10, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7945, decode.acc_seg: 72.1563, loss: 0.7945 2023-11-13 20:26:57,325 - mmseg - INFO - Iter [2900/40000] lr: 9.275e-04, eta: 1:02:03, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7909, decode.acc_seg: 72.7864, loss: 0.7909 2023-11-13 20:27:02,206 - mmseg - INFO - Iter [2950/40000] lr: 9.263e-04, eta: 1:01:56, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8070, decode.acc_seg: 72.2403, loss: 0.8070 2023-11-13 20:27:07,083 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:27:07,083 - mmseg - INFO - Iter [3000/40000] lr: 9.250e-04, eta: 1:01:50, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7962, decode.acc_seg: 72.0882, loss: 0.7962 2023-11-13 20:27:11,970 - mmseg - INFO - Iter [3050/40000] lr: 9.238e-04, eta: 1:01:43, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8123, decode.acc_seg: 71.9607, loss: 0.8123 2023-11-13 20:27:16,849 - mmseg - INFO - Iter [3100/40000] lr: 9.225e-04, eta: 1:01:37, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8290, decode.acc_seg: 71.4887, loss: 0.8290 2023-11-13 20:27:21,729 - mmseg - INFO - Iter [3150/40000] lr: 9.213e-04, eta: 1:01:30, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8115, decode.acc_seg: 71.4660, loss: 0.8115 2023-11-13 20:27:26,610 - mmseg - INFO - Iter [3200/40000] lr: 9.200e-04, eta: 1:01:24, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7982, decode.acc_seg: 72.5298, loss: 0.7982 2023-11-13 20:27:31,490 - mmseg - INFO - Iter [3250/40000] lr: 9.188e-04, eta: 1:01:17, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8088, decode.acc_seg: 72.0532, loss: 0.8088 2023-11-13 20:27:36,366 - mmseg - INFO - Iter [3300/40000] lr: 9.175e-04, eta: 1:01:11, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7514, decode.acc_seg: 73.9849, loss: 0.7514 2023-11-13 20:27:41,243 - mmseg - INFO - Iter [3350/40000] lr: 9.163e-04, eta: 1:01:04, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8014, decode.acc_seg: 71.9650, loss: 0.8014 2023-11-13 20:27:46,126 - mmseg - INFO - Iter [3400/40000] lr: 9.150e-04, eta: 1:00:58, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8397, decode.acc_seg: 70.8765, loss: 0.8397 2023-11-13 20:27:51,002 - mmseg - INFO - Iter [3450/40000] lr: 9.138e-04, eta: 1:00:52, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8136, decode.acc_seg: 72.5548, loss: 0.8136 2023-11-13 20:27:55,885 - mmseg - INFO - Iter [3500/40000] lr: 9.125e-04, eta: 1:00:46, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7770, decode.acc_seg: 72.6965, loss: 0.7770 2023-11-13 20:28:00,768 - mmseg - INFO - Iter [3550/40000] lr: 9.113e-04, eta: 1:00:39, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7919, decode.acc_seg: 72.0626, loss: 0.7919 2023-11-13 20:28:05,648 - mmseg - INFO - Iter [3600/40000] lr: 9.100e-04, eta: 1:00:33, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8105, decode.acc_seg: 72.4239, loss: 0.8105 2023-11-13 20:28:10,533 - mmseg - INFO - Iter [3650/40000] lr: 9.088e-04, eta: 1:00:27, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7964, decode.acc_seg: 72.2365, loss: 0.7964 2023-11-13 20:28:15,408 - mmseg - INFO - Iter [3700/40000] lr: 9.075e-04, eta: 1:00:21, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8169, decode.acc_seg: 71.4940, loss: 0.8169 2023-11-13 20:28:20,284 - mmseg - INFO - Iter [3750/40000] lr: 9.063e-04, eta: 1:00:15, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8285, decode.acc_seg: 71.6562, loss: 0.8285 2023-11-13 20:28:27,363 - mmseg - INFO - Iter [3800/40000] lr: 9.050e-04, eta: 1:00:30, time: 0.142, data_time: 0.047, memory: 1355, decode.loss_ce: 0.7999, decode.acc_seg: 71.9208, loss: 0.7999 2023-11-13 20:28:32,246 - mmseg - INFO - Iter [3850/40000] lr: 9.038e-04, eta: 1:00:24, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7463, decode.acc_seg: 73.5061, loss: 0.7463 2023-11-13 20:28:37,119 - mmseg - INFO - Iter [3900/40000] lr: 9.025e-04, eta: 1:00:17, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7852, decode.acc_seg: 72.0921, loss: 0.7852 2023-11-13 20:28:41,989 - mmseg - INFO - Iter [3950/40000] lr: 9.013e-04, eta: 1:00:11, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7506, decode.acc_seg: 73.3765, loss: 0.7506 2023-11-13 20:28:46,857 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:28:46,857 - mmseg - INFO - Iter [4000/40000] lr: 9.000e-04, eta: 1:00:05, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8091, decode.acc_seg: 72.3793, loss: 0.8091 2023-11-13 20:28:51,728 - mmseg - INFO - Iter [4050/40000] lr: 8.988e-04, eta: 0:59:59, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7787, decode.acc_seg: 72.6125, loss: 0.7787 2023-11-13 20:28:56,597 - mmseg - INFO - Iter [4100/40000] lr: 8.975e-04, eta: 0:59:52, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7709, decode.acc_seg: 73.0134, loss: 0.7709 2023-11-13 20:29:01,473 - mmseg - INFO - Iter [4150/40000] lr: 8.963e-04, eta: 0:59:46, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7771, decode.acc_seg: 73.0276, loss: 0.7771 2023-11-13 20:29:06,348 - mmseg - INFO - Iter [4200/40000] lr: 8.950e-04, eta: 0:59:40, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7749, decode.acc_seg: 71.6592, loss: 0.7749 2023-11-13 20:29:11,216 - mmseg - INFO - Iter [4250/40000] lr: 8.938e-04, eta: 0:59:34, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7885, decode.acc_seg: 72.2725, loss: 0.7885 2023-11-13 20:29:16,088 - mmseg - INFO - Iter [4300/40000] lr: 8.925e-04, eta: 0:59:28, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8047, decode.acc_seg: 72.3717, loss: 0.8047 2023-11-13 20:29:20,965 - mmseg - INFO - Iter [4350/40000] lr: 8.913e-04, eta: 0:59:22, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8177, decode.acc_seg: 71.8958, loss: 0.8177 2023-11-13 20:29:25,844 - mmseg - INFO - Iter [4400/40000] lr: 8.900e-04, eta: 0:59:16, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7970, decode.acc_seg: 72.6829, loss: 0.7970 2023-11-13 20:29:30,714 - mmseg - INFO - Iter [4450/40000] lr: 8.888e-04, eta: 0:59:10, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7904, decode.acc_seg: 72.3771, loss: 0.7904 2023-11-13 20:29:35,580 - mmseg - INFO - Iter [4500/40000] lr: 8.875e-04, eta: 0:59:04, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8105, decode.acc_seg: 71.6116, loss: 0.8105 2023-11-13 20:29:40,455 - mmseg - INFO - Iter [4550/40000] lr: 8.863e-04, eta: 0:58:58, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7663, decode.acc_seg: 73.0279, loss: 0.7663 2023-11-13 20:29:45,328 - mmseg - INFO - Iter [4600/40000] lr: 8.850e-04, eta: 0:58:52, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7781, decode.acc_seg: 71.9424, loss: 0.7781 2023-11-13 20:29:50,204 - mmseg - INFO - Iter [4650/40000] lr: 8.838e-04, eta: 0:58:46, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7697, decode.acc_seg: 73.0201, loss: 0.7697 2023-11-13 20:29:55,080 - mmseg - INFO - Iter [4700/40000] lr: 8.825e-04, eta: 0:58:41, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7748, decode.acc_seg: 72.9233, loss: 0.7748 2023-11-13 20:29:59,957 - mmseg - INFO - Iter [4750/40000] lr: 8.813e-04, eta: 0:58:35, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7902, decode.acc_seg: 72.1123, loss: 0.7902 2023-11-13 20:30:04,831 - mmseg - INFO - Iter [4800/40000] lr: 8.800e-04, eta: 0:58:29, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7904, decode.acc_seg: 72.4367, loss: 0.7904 2023-11-13 20:30:09,703 - mmseg - INFO - Iter [4850/40000] lr: 8.788e-04, eta: 0:58:23, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8186, decode.acc_seg: 71.8818, loss: 0.8186 2023-11-13 20:30:14,580 - mmseg - INFO - Iter [4900/40000] lr: 8.775e-04, eta: 0:58:17, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7916, decode.acc_seg: 72.1158, loss: 0.7916 2023-11-13 20:30:19,451 - mmseg - INFO - Iter [4950/40000] lr: 8.763e-04, eta: 0:58:12, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7748, decode.acc_seg: 72.9958, loss: 0.7748 2023-11-13 20:30:24,327 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:30:24,327 - mmseg - INFO - Iter [5000/40000] lr: 8.750e-04, eta: 0:58:06, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8088, decode.acc_seg: 72.2115, loss: 0.8088 2023-11-13 20:30:29,197 - mmseg - INFO - Iter [5050/40000] lr: 8.738e-04, eta: 0:58:00, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7535, decode.acc_seg: 72.6779, loss: 0.7535 2023-11-13 20:30:36,378 - mmseg - INFO - Iter [5100/40000] lr: 8.725e-04, eta: 0:58:10, time: 0.144, data_time: 0.050, memory: 1355, decode.loss_ce: 0.7528, decode.acc_seg: 73.0270, loss: 0.7528 2023-11-13 20:30:41,250 - mmseg - INFO - Iter [5150/40000] lr: 8.713e-04, eta: 0:58:04, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7511, decode.acc_seg: 72.9881, loss: 0.7511 2023-11-13 20:30:46,114 - mmseg - INFO - Iter [5200/40000] lr: 8.700e-04, eta: 0:57:58, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7145, decode.acc_seg: 74.7162, loss: 0.7145 2023-11-13 20:30:50,980 - mmseg - INFO - Iter [5250/40000] lr: 8.688e-04, eta: 0:57:53, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7631, decode.acc_seg: 73.3335, loss: 0.7631 2023-11-13 20:30:55,866 - mmseg - INFO - Iter [5300/40000] lr: 8.675e-04, eta: 0:57:47, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7638, decode.acc_seg: 73.0987, loss: 0.7638 2023-11-13 20:31:00,735 - mmseg - INFO - Iter [5350/40000] lr: 8.663e-04, eta: 0:57:41, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7920, decode.acc_seg: 73.0089, loss: 0.7920 2023-11-13 20:31:05,612 - mmseg - INFO - Iter [5400/40000] lr: 8.650e-04, eta: 0:57:35, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8012, decode.acc_seg: 72.1172, loss: 0.8012 2023-11-13 20:31:10,484 - mmseg - INFO - Iter [5450/40000] lr: 8.638e-04, eta: 0:57:30, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7467, decode.acc_seg: 73.3836, loss: 0.7467 2023-11-13 20:31:15,355 - mmseg - INFO - Iter [5500/40000] lr: 8.625e-04, eta: 0:57:24, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7744, decode.acc_seg: 72.9047, loss: 0.7744 2023-11-13 20:31:20,219 - mmseg - INFO - Iter [5550/40000] lr: 8.613e-04, eta: 0:57:18, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8080, decode.acc_seg: 72.3685, loss: 0.8080 2023-11-13 20:31:25,086 - mmseg - INFO - Iter [5600/40000] lr: 8.600e-04, eta: 0:57:12, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7892, decode.acc_seg: 72.4506, loss: 0.7892 2023-11-13 20:31:29,957 - mmseg - INFO - Iter [5650/40000] lr: 8.588e-04, eta: 0:57:07, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7913, decode.acc_seg: 72.6733, loss: 0.7913 2023-11-13 20:31:34,842 - mmseg - INFO - Iter [5700/40000] lr: 8.575e-04, eta: 0:57:01, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7636, decode.acc_seg: 72.3441, loss: 0.7636 2023-11-13 20:31:39,719 - mmseg - INFO - Iter [5750/40000] lr: 8.563e-04, eta: 0:56:55, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7668, decode.acc_seg: 73.0113, loss: 0.7668 2023-11-13 20:31:44,594 - mmseg - INFO - Iter [5800/40000] lr: 8.550e-04, eta: 0:56:50, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7733, decode.acc_seg: 72.8496, loss: 0.7733 2023-11-13 20:31:49,467 - mmseg - INFO - Iter [5850/40000] lr: 8.538e-04, eta: 0:56:44, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7478, decode.acc_seg: 73.7677, loss: 0.7478 2023-11-13 20:31:54,338 - mmseg - INFO - Iter [5900/40000] lr: 8.525e-04, eta: 0:56:38, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7528, decode.acc_seg: 72.6782, loss: 0.7528 2023-11-13 20:31:59,214 - mmseg - INFO - Iter [5950/40000] lr: 8.513e-04, eta: 0:56:33, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7859, decode.acc_seg: 72.1475, loss: 0.7859 2023-11-13 20:32:04,083 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:32:04,083 - mmseg - INFO - Iter [6000/40000] lr: 8.500e-04, eta: 0:56:27, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7647, decode.acc_seg: 72.7332, loss: 0.7647 2023-11-13 20:32:08,952 - mmseg - INFO - Iter [6050/40000] lr: 8.488e-04, eta: 0:56:22, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8107, decode.acc_seg: 71.6308, loss: 0.8107 2023-11-13 20:32:13,836 - mmseg - INFO - Iter [6100/40000] lr: 8.475e-04, eta: 0:56:16, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8055, decode.acc_seg: 72.0471, loss: 0.8055 2023-11-13 20:32:18,707 - mmseg - INFO - Iter [6150/40000] lr: 8.463e-04, eta: 0:56:10, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7557, decode.acc_seg: 72.9647, loss: 0.7557 2023-11-13 20:32:23,591 - mmseg - INFO - Iter [6200/40000] lr: 8.450e-04, eta: 0:56:05, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7973, decode.acc_seg: 71.9773, loss: 0.7973 2023-11-13 20:32:28,458 - mmseg - INFO - Iter [6250/40000] lr: 8.438e-04, eta: 0:55:59, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7889, decode.acc_seg: 72.3795, loss: 0.7889 2023-11-13 20:32:33,329 - mmseg - INFO - Iter [6300/40000] lr: 8.425e-04, eta: 0:55:54, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7725, decode.acc_seg: 73.1544, loss: 0.7725 2023-11-13 20:32:40,419 - mmseg - INFO - Iter [6350/40000] lr: 8.413e-04, eta: 0:56:00, time: 0.142, data_time: 0.048, memory: 1355, decode.loss_ce: 0.7333, decode.acc_seg: 73.7153, loss: 0.7333 2023-11-13 20:32:45,347 - mmseg - INFO - Iter [6400/40000] lr: 8.400e-04, eta: 0:55:55, time: 0.099, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7638, decode.acc_seg: 72.9899, loss: 0.7638 2023-11-13 20:32:50,216 - mmseg - INFO - Iter [6450/40000] lr: 8.388e-04, eta: 0:55:49, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7568, decode.acc_seg: 73.5603, loss: 0.7568 2023-11-13 20:32:55,092 - mmseg - INFO - Iter [6500/40000] lr: 8.375e-04, eta: 0:55:43, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7506, decode.acc_seg: 72.9393, loss: 0.7506 2023-11-13 20:32:59,962 - mmseg - INFO - Iter [6550/40000] lr: 8.363e-04, eta: 0:55:38, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7575, decode.acc_seg: 72.9861, loss: 0.7575 2023-11-13 20:33:04,839 - mmseg - INFO - Iter [6600/40000] lr: 8.350e-04, eta: 0:55:32, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7390, decode.acc_seg: 73.2298, loss: 0.7390 2023-11-13 20:33:09,713 - mmseg - INFO - Iter [6650/40000] lr: 8.338e-04, eta: 0:55:27, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7937, decode.acc_seg: 72.0976, loss: 0.7937 2023-11-13 20:33:14,595 - mmseg - INFO - Iter [6700/40000] lr: 8.325e-04, eta: 0:55:21, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7548, decode.acc_seg: 72.9436, loss: 0.7548 2023-11-13 20:33:19,465 - mmseg - INFO - Iter [6750/40000] lr: 8.313e-04, eta: 0:55:16, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7569, decode.acc_seg: 73.1234, loss: 0.7569 2023-11-13 20:33:24,333 - mmseg - INFO - Iter [6800/40000] lr: 8.300e-04, eta: 0:55:10, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7868, decode.acc_seg: 72.5177, loss: 0.7868 2023-11-13 20:33:29,205 - mmseg - INFO - Iter [6850/40000] lr: 8.288e-04, eta: 0:55:05, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8039, decode.acc_seg: 72.6084, loss: 0.8039 2023-11-13 20:33:34,083 - mmseg - INFO - Iter [6900/40000] lr: 8.275e-04, eta: 0:54:59, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7587, decode.acc_seg: 72.9457, loss: 0.7587 2023-11-13 20:33:38,970 - mmseg - INFO - Iter [6950/40000] lr: 8.263e-04, eta: 0:54:54, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7868, decode.acc_seg: 71.7569, loss: 0.7868 2023-11-13 20:33:43,849 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:33:43,850 - mmseg - INFO - Iter [7000/40000] lr: 8.250e-04, eta: 0:54:48, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7900, decode.acc_seg: 72.1599, loss: 0.7900 2023-11-13 20:33:48,716 - mmseg - INFO - Iter [7050/40000] lr: 8.238e-04, eta: 0:54:43, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7491, decode.acc_seg: 74.3612, loss: 0.7491 2023-11-13 20:33:53,589 - mmseg - INFO - Iter [7100/40000] lr: 8.225e-04, eta: 0:54:37, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7804, decode.acc_seg: 72.3741, loss: 0.7804 2023-11-13 20:33:58,464 - mmseg - INFO - Iter [7150/40000] lr: 8.213e-04, eta: 0:54:32, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7675, decode.acc_seg: 73.0281, loss: 0.7675 2023-11-13 20:34:03,336 - mmseg - INFO - Iter [7200/40000] lr: 8.200e-04, eta: 0:54:26, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7563, decode.acc_seg: 73.4681, loss: 0.7563 2023-11-13 20:34:08,214 - mmseg - INFO - Iter [7250/40000] lr: 8.188e-04, eta: 0:54:21, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7688, decode.acc_seg: 72.6949, loss: 0.7688 2023-11-13 20:34:13,094 - mmseg - INFO - Iter [7300/40000] lr: 8.175e-04, eta: 0:54:15, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7622, decode.acc_seg: 73.5092, loss: 0.7622 2023-11-13 20:34:17,973 - mmseg - INFO - Iter [7350/40000] lr: 8.163e-04, eta: 0:54:10, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7940, decode.acc_seg: 72.5199, loss: 0.7940 2023-11-13 20:34:22,846 - mmseg - INFO - Iter [7400/40000] lr: 8.150e-04, eta: 0:54:04, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7335, decode.acc_seg: 73.5736, loss: 0.7335 2023-11-13 20:34:27,722 - mmseg - INFO - Iter [7450/40000] lr: 8.138e-04, eta: 0:53:59, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7571, decode.acc_seg: 73.1899, loss: 0.7571 2023-11-13 20:34:32,607 - mmseg - INFO - Iter [7500/40000] lr: 8.125e-04, eta: 0:53:54, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8265, decode.acc_seg: 71.4638, loss: 0.8265 2023-11-13 20:34:37,482 - mmseg - INFO - Iter [7550/40000] lr: 8.113e-04, eta: 0:53:48, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7615, decode.acc_seg: 73.2276, loss: 0.7615 2023-11-13 20:34:44,635 - mmseg - INFO - Iter [7600/40000] lr: 8.100e-04, eta: 0:53:53, time: 0.143, data_time: 0.049, memory: 1355, decode.loss_ce: 0.7781, decode.acc_seg: 72.5984, loss: 0.7781 2023-11-13 20:34:49,529 - mmseg - INFO - Iter [7650/40000] lr: 8.088e-04, eta: 0:53:47, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7229, decode.acc_seg: 74.3412, loss: 0.7229 2023-11-13 20:34:54,397 - mmseg - INFO - Iter [7700/40000] lr: 8.075e-04, eta: 0:53:42, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7565, decode.acc_seg: 73.4711, loss: 0.7565 2023-11-13 20:34:59,267 - mmseg - INFO - Iter [7750/40000] lr: 8.063e-04, eta: 0:53:36, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7718, decode.acc_seg: 72.8448, loss: 0.7718 2023-11-13 20:35:04,132 - mmseg - INFO - Iter [7800/40000] lr: 8.050e-04, eta: 0:53:31, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7633, decode.acc_seg: 72.6852, loss: 0.7633 2023-11-13 20:35:08,995 - mmseg - INFO - Iter [7850/40000] lr: 8.038e-04, eta: 0:53:25, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7406, decode.acc_seg: 73.4755, loss: 0.7406 2023-11-13 20:35:13,864 - mmseg - INFO - Iter [7900/40000] lr: 8.025e-04, eta: 0:53:20, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7240, decode.acc_seg: 74.3803, loss: 0.7240 2023-11-13 20:35:18,734 - mmseg - INFO - Iter [7950/40000] lr: 8.013e-04, eta: 0:53:14, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7226, decode.acc_seg: 74.3495, loss: 0.7226 2023-11-13 20:35:23,619 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:35:23,620 - mmseg - INFO - Iter [8000/40000] lr: 8.000e-04, eta: 0:53:09, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7742, decode.acc_seg: 72.3909, loss: 0.7742 2023-11-13 20:35:28,483 - mmseg - INFO - Iter [8050/40000] lr: 7.988e-04, eta: 0:53:03, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7651, decode.acc_seg: 73.3319, loss: 0.7651 2023-11-13 20:35:33,352 - mmseg - INFO - Iter [8100/40000] lr: 7.975e-04, eta: 0:52:58, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7445, decode.acc_seg: 72.8037, loss: 0.7445 2023-11-13 20:35:38,227 - mmseg - INFO - Iter [8150/40000] lr: 7.963e-04, eta: 0:52:53, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7247, decode.acc_seg: 74.4471, loss: 0.7247 2023-11-13 20:35:43,097 - mmseg - INFO - Iter [8200/40000] lr: 7.950e-04, eta: 0:52:47, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7482, decode.acc_seg: 74.1389, loss: 0.7482 2023-11-13 20:35:47,968 - mmseg - INFO - Iter [8250/40000] lr: 7.938e-04, eta: 0:52:42, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7497, decode.acc_seg: 72.6636, loss: 0.7497 2023-11-13 20:35:52,849 - mmseg - INFO - Iter [8300/40000] lr: 7.925e-04, eta: 0:52:36, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7758, decode.acc_seg: 72.9608, loss: 0.7758 2023-11-13 20:35:57,728 - mmseg - INFO - Iter [8350/40000] lr: 7.913e-04, eta: 0:52:31, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7886, decode.acc_seg: 72.5239, loss: 0.7886 2023-11-13 20:36:02,602 - mmseg - INFO - Iter [8400/40000] lr: 7.900e-04, eta: 0:52:26, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7695, decode.acc_seg: 72.5392, loss: 0.7695 2023-11-13 20:36:07,475 - mmseg - INFO - Iter [8450/40000] lr: 7.888e-04, eta: 0:52:20, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7589, decode.acc_seg: 73.4824, loss: 0.7589 2023-11-13 20:36:12,352 - mmseg - INFO - Iter [8500/40000] lr: 7.875e-04, eta: 0:52:15, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7597, decode.acc_seg: 72.8657, loss: 0.7597 2023-11-13 20:36:17,226 - mmseg - INFO - Iter [8550/40000] lr: 7.863e-04, eta: 0:52:10, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7883, decode.acc_seg: 72.3141, loss: 0.7883 2023-11-13 20:36:22,099 - mmseg - INFO - Iter [8600/40000] lr: 7.850e-04, eta: 0:52:04, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7340, decode.acc_seg: 73.6475, loss: 0.7340 2023-11-13 20:36:26,975 - mmseg - INFO - Iter [8650/40000] lr: 7.838e-04, eta: 0:51:59, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7314, decode.acc_seg: 73.7688, loss: 0.7314 2023-11-13 20:36:31,845 - mmseg - INFO - Iter [8700/40000] lr: 7.825e-04, eta: 0:51:54, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7546, decode.acc_seg: 73.9901, loss: 0.7546 2023-11-13 20:36:36,715 - mmseg - INFO - Iter [8750/40000] lr: 7.813e-04, eta: 0:51:48, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7709, decode.acc_seg: 72.8729, loss: 0.7709 2023-11-13 20:36:41,586 - mmseg - INFO - Iter [8800/40000] lr: 7.800e-04, eta: 0:51:43, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7967, decode.acc_seg: 72.1001, loss: 0.7967 2023-11-13 20:36:48,713 - mmseg - INFO - Iter [8850/40000] lr: 7.788e-04, eta: 0:51:45, time: 0.143, data_time: 0.048, memory: 1355, decode.loss_ce: 0.7616, decode.acc_seg: 72.8568, loss: 0.7616 2023-11-13 20:36:53,578 - mmseg - INFO - Iter [8900/40000] lr: 7.775e-04, eta: 0:51:40, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7680, decode.acc_seg: 73.2502, loss: 0.7680 2023-11-13 20:36:58,445 - mmseg - INFO - Iter [8950/40000] lr: 7.763e-04, eta: 0:51:35, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8025, decode.acc_seg: 71.8649, loss: 0.8025 2023-11-13 20:37:03,312 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:37:03,312 - mmseg - INFO - Iter [9000/40000] lr: 7.750e-04, eta: 0:51:29, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7016, decode.acc_seg: 74.8121, loss: 0.7016 2023-11-13 20:37:08,186 - mmseg - INFO - Iter [9050/40000] lr: 7.738e-04, eta: 0:51:24, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7532, decode.acc_seg: 73.2527, loss: 0.7532 2023-11-13 20:37:13,051 - mmseg - INFO - Iter [9100/40000] lr: 7.725e-04, eta: 0:51:19, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7523, decode.acc_seg: 73.1476, loss: 0.7523 2023-11-13 20:37:17,925 - mmseg - INFO - Iter [9150/40000] lr: 7.713e-04, eta: 0:51:13, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7339, decode.acc_seg: 74.5059, loss: 0.7339 2023-11-13 20:37:22,797 - mmseg - INFO - Iter [9200/40000] lr: 7.700e-04, eta: 0:51:08, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7447, decode.acc_seg: 73.8925, loss: 0.7447 2023-11-13 20:37:27,676 - mmseg - INFO - Iter [9250/40000] lr: 7.688e-04, eta: 0:51:03, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7369, decode.acc_seg: 73.5211, loss: 0.7369 2023-11-13 20:37:32,550 - mmseg - INFO - Iter [9300/40000] lr: 7.675e-04, eta: 0:50:57, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7081, decode.acc_seg: 74.5942, loss: 0.7081 2023-11-13 20:37:37,430 - mmseg - INFO - Iter [9350/40000] lr: 7.663e-04, eta: 0:50:52, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7418, decode.acc_seg: 73.5952, loss: 0.7418 2023-11-13 20:37:42,303 - mmseg - INFO - Iter [9400/40000] lr: 7.650e-04, eta: 0:50:47, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7682, decode.acc_seg: 72.8946, loss: 0.7682 2023-11-13 20:37:47,173 - mmseg - INFO - Iter [9450/40000] lr: 7.638e-04, eta: 0:50:41, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7491, decode.acc_seg: 73.3821, loss: 0.7491 2023-11-13 20:37:52,047 - mmseg - INFO - Iter [9500/40000] lr: 7.625e-04, eta: 0:50:36, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7449, decode.acc_seg: 73.5163, loss: 0.7449 2023-11-13 20:37:56,925 - mmseg - INFO - Iter [9550/40000] lr: 7.613e-04, eta: 0:50:31, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7399, decode.acc_seg: 72.9530, loss: 0.7399 2023-11-13 20:38:01,809 - mmseg - INFO - Iter [9600/40000] lr: 7.600e-04, eta: 0:50:25, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7416, decode.acc_seg: 73.2513, loss: 0.7416 2023-11-13 20:38:06,681 - mmseg - INFO - Iter [9650/40000] lr: 7.588e-04, eta: 0:50:20, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7704, decode.acc_seg: 72.2196, loss: 0.7704 2023-11-13 20:38:11,553 - mmseg - INFO - Iter [9700/40000] lr: 7.575e-04, eta: 0:50:15, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7646, decode.acc_seg: 73.0317, loss: 0.7646 2023-11-13 20:38:16,437 - mmseg - INFO - Iter [9750/40000] lr: 7.563e-04, eta: 0:50:09, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7346, decode.acc_seg: 73.2983, loss: 0.7346 2023-11-13 20:38:21,309 - mmseg - INFO - Iter [9800/40000] lr: 7.550e-04, eta: 0:50:04, time: 0.097, data_time: 0.004, memory: 1355, decode.loss_ce: 0.8004, decode.acc_seg: 72.6304, loss: 0.8004 2023-11-13 20:38:26,188 - mmseg - INFO - Iter [9850/40000] lr: 7.538e-04, eta: 0:49:59, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7302, decode.acc_seg: 73.7669, loss: 0.7302 2023-11-13 20:38:31,065 - mmseg - INFO - Iter [9900/40000] lr: 7.525e-04, eta: 0:49:54, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7548, decode.acc_seg: 73.3860, loss: 0.7548 2023-11-13 20:38:35,947 - mmseg - INFO - Iter [9950/40000] lr: 7.513e-04, eta: 0:49:48, time: 0.098, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7568, decode.acc_seg: 73.0352, loss: 0.7568 2023-11-13 20:38:40,783 - mmseg - INFO - Saving checkpoint at 10000 iterations 2023-11-13 20:38:40,839 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:38:40,839 - mmseg - INFO - Iter [10000/40000] lr: 7.500e-04, eta: 0:49:43, time: 0.099, data_time: 0.004, memory: 1355, decode.loss_ce: 0.7447, decode.acc_seg: 73.8602, loss: 0.7447 2023-11-13 20:39:39,603 - mmseg - INFO - per class results: 2023-11-13 20:39:39,609 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 64.65 | 79.99 | | building | 74.79 | 88.44 | | sky | 86.27 | 94.66 | | floor | 71.81 | 85.72 | | tree | 65.98 | 82.62 | | ceiling | 71.82 | 83.45 | | road | 74.67 | 85.51 | | bed | 80.33 | 92.69 | | windowpane | 51.0 | 71.93 | | grass | 60.58 | 77.26 | | cabinet | 48.02 | 56.75 | | sidewalk | 50.16 | 69.08 | | person | 72.47 | 87.88 | | earth | 32.58 | 46.68 | | door | 25.41 | 34.3 | | table | 44.37 | 57.72 | | mountain | 52.45 | 67.55 | | plant | 43.56 | 54.39 | | curtain | 61.08 | 71.93 | | chair | 45.1 | 59.18 | | car | 76.18 | 90.67 | | water | 50.27 | 64.99 | | painting | 56.3 | 76.62 | | sofa | 54.29 | 70.31 | | shelf | 34.01 | 54.54 | | house | 40.89 | 59.99 | | sea | 58.22 | 75.07 | | mirror | 38.14 | 46.3 | | rug | 44.76 | 49.81 | | field | 28.89 | 46.17 | | armchair | 34.23 | 59.64 | | seat | 51.96 | 66.3 | | fence | 31.91 | 43.23 | | desk | 32.65 | 53.7 | | rock | 40.96 | 53.94 | | wardrobe | 42.28 | 49.92 | | lamp | 45.66 | 59.91 | | bathtub | 51.6 | 73.8 | | railing | 25.78 | 33.31 | | cushion | 45.51 | 59.11 | | base | 11.58 | 18.72 | | box | 17.1 | 20.23 | | column | 33.19 | 42.19 | | signboard | 26.96 | 42.57 | | chest of drawers | 35.19 | 59.84 | | counter | 30.74 | 46.04 | | sand | 44.78 | 60.09 | | sink | 53.8 | 75.47 | | skyscraper | 49.94 | 76.44 | | fireplace | 50.66 | 84.73 | | refrigerator | 47.06 | 72.48 | | grandstand | 39.36 | 68.62 | | path | 17.27 | 26.64 | | stairs | 33.49 | 44.76 | | runway | 62.59 | 79.64 | | case | 47.11 | 59.64 | | pool table | 83.09 | 96.48 | | pillow | 48.6 | 60.26 | | screen door | 30.2 | 35.57 | | stairway | 35.98 | 41.17 | | river | 11.99 | 33.53 | | bridge | 45.08 | 60.1 | | bookcase | 21.44 | 25.0 | | blind | 11.27 | 11.77 | | coffee table | 46.91 | 73.13 | | toilet | 72.22 | 80.3 | | flower | 31.07 | 49.82 | | book | 41.31 | 75.26 | | hill | 6.75 | 9.98 | | bench | 40.8 | 52.23 | | countertop | 44.61 | 59.75 | | stove | 56.48 | 71.04 | | palm | 47.16 | 71.27 | | kitchen island | 28.09 | 77.54 | | computer | 62.23 | 78.69 | | swivel chair | 33.44 | 54.78 | | boat | 51.64 | 77.01 | | bar | 44.38 | 53.58 | | arcade machine | 49.42 | 59.5 | | hovel | 35.19 | 42.19 | | bus | 79.95 | 87.62 | | towel | 54.69 | 71.22 | | light | 32.97 | 40.01 | | truck | 26.53 | 40.51 | | tower | 18.68 | 29.72 | | chandelier | 55.49 | 75.44 | | awning | 27.18 | 42.93 | | streetlight | 15.14 | 17.91 | | booth | 28.93 | 41.89 | | television receiver | 50.73 | 71.49 | | airplane | 47.67 | 64.22 | | dirt track | 8.91 | 10.75 | | apparel | 26.94 | 57.68 | | pole | 12.24 | 14.95 | | land | 11.23 | 18.5 | | bannister | 6.83 | 8.8 | | escalator | 46.65 | 75.08 | | ottoman | 27.18 | 38.58 | | bottle | 16.75 | 20.59 | | buffet | 36.91 | 55.08 | | poster | 4.43 | 4.86 | | stage | 9.73 | 12.47 | | van | 26.94 | 37.8 | | ship | 7.52 | 8.12 | | fountain | 17.18 | 18.32 | | conveyer belt | 71.05 | 88.08 | | canopy | 31.85 | 39.96 | | washer | 70.31 | 81.78 | | plaything | 16.35 | 30.0 | | swimming pool | 49.12 | 74.08 | | stool | 20.04 | 24.63 | | barrel | 22.9 | 49.94 | | basket | 27.61 | 44.22 | | waterfall | 45.69 | 49.79 | | tent | 77.32 | 99.48 | | bag | 14.64 | 17.42 | | minibike | 64.52 | 78.86 | | cradle | 58.62 | 85.4 | | oven | 26.97 | 45.13 | | ball | 49.02 | 70.12 | | food | 37.01 | 40.09 | | step | 1.27 | 1.34 | | tank | 47.7 | 54.42 | | trade name | 16.13 | 17.6 | | microwave | 76.29 | 85.39 | | pot | 23.02 | 24.79 | | animal | 35.42 | 39.01 | | bicycle | 53.05 | 65.33 | | lake | 22.02 | 25.58 | | dishwasher | 23.51 | 26.05 | | screen | 52.72 | 82.73 | | blanket | 3.45 | 3.66 | | sculpture | 38.19 | 47.97 | | hood | 38.09 | 43.51 | | sconce | 15.36 | 17.52 | | vase | 23.45 | 37.77 | | traffic light | 24.98 | 48.01 | | tray | 7.75 | 10.65 | | ashcan | 36.01 | 45.95 | | fan | 45.26 | 56.23 | | pier | 13.78 | 19.26 | | crt screen | 8.85 | 12.5 | | plate | 47.71 | 61.72 | | monitor | 36.67 | 53.43 | | bulletin board | 36.79 | 43.99 | | shower | 0.0 | 0.0 | | radiator | 51.89 | 55.69 | | glass | 12.32 | 13.19 | | clock | 24.65 | 32.23 | | flag | 32.76 | 37.93 | +---------------------+-------+-------+ 2023-11-13 20:39:39,609 - mmseg - INFO - Summary: 2023-11-13 20:39:39,609 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 75.82 | 39.14 | 52.07 | +-------+-------+-------+ 2023-11-13 20:39:39,610 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:39:39,610 - mmseg - INFO - Iter(val) [250] aAcc: 0.7582, mIoU: 0.3914, mAcc: 0.5207, IoU.wall: 0.6465, IoU.building: 0.7479, IoU.sky: 0.8627, IoU.floor: 0.7181, IoU.tree: 0.6598, IoU.ceiling: 0.7182, IoU.road: 0.7467, IoU.bed : 0.8033, IoU.windowpane: 0.5100, IoU.grass: 0.6058, IoU.cabinet: 0.4802, IoU.sidewalk: 0.5016, IoU.person: 0.7247, IoU.earth: 0.3258, IoU.door: 0.2541, IoU.table: 0.4437, IoU.mountain: 0.5245, IoU.plant: 0.4356, IoU.curtain: 0.6108, IoU.chair: 0.4510, IoU.car: 0.7618, IoU.water: 0.5027, IoU.painting: 0.5630, IoU.sofa: 0.5429, IoU.shelf: 0.3401, IoU.house: 0.4089, IoU.sea: 0.5822, IoU.mirror: 0.3814, IoU.rug: 0.4476, IoU.field: 0.2889, IoU.armchair: 0.3423, IoU.seat: 0.5196, IoU.fence: 0.3191, IoU.desk: 0.3265, IoU.rock: 0.4096, IoU.wardrobe: 0.4228, IoU.lamp: 0.4566, IoU.bathtub: 0.5160, IoU.railing: 0.2578, IoU.cushion: 0.4551, IoU.base: 0.1158, IoU.box: 0.1710, IoU.column: 0.3319, IoU.signboard: 0.2696, IoU.chest of drawers: 0.3519, IoU.counter: 0.3074, IoU.sand: 0.4478, IoU.sink: 0.5380, IoU.skyscraper: 0.4994, IoU.fireplace: 0.5066, IoU.refrigerator: 0.4706, IoU.grandstand: 0.3936, IoU.path: 0.1727, IoU.stairs: 0.3349, IoU.runway: 0.6259, IoU.case: 0.4711, IoU.pool table: 0.8309, IoU.pillow: 0.4860, IoU.screen door: 0.3020, IoU.stairway: 0.3598, IoU.river: 0.1199, IoU.bridge: 0.4508, IoU.bookcase: 0.2144, IoU.blind: 0.1127, IoU.coffee table: 0.4691, IoU.toilet: 0.7222, IoU.flower: 0.3107, IoU.book: 0.4131, IoU.hill: 0.0675, IoU.bench: 0.4080, IoU.countertop: 0.4461, IoU.stove: 0.5648, IoU.palm: 0.4716, IoU.kitchen island: 0.2809, IoU.computer: 0.6223, IoU.swivel chair: 0.3344, IoU.boat: 0.5164, IoU.bar: 0.4438, IoU.arcade machine: 0.4942, IoU.hovel: 0.3519, IoU.bus: 0.7995, IoU.towel: 0.5469, IoU.light: 0.3297, IoU.truck: 0.2653, IoU.tower: 0.1868, IoU.chandelier: 0.5549, IoU.awning: 0.2718, IoU.streetlight: 0.1514, IoU.booth: 0.2893, IoU.television receiver: 0.5073, IoU.airplane: 0.4767, IoU.dirt track: 0.0891, IoU.apparel: 0.2694, IoU.pole: 0.1224, IoU.land: 0.1123, IoU.bannister: 0.0683, IoU.escalator: 0.4665, IoU.ottoman: 0.2718, IoU.bottle: 0.1675, IoU.buffet: 0.3691, IoU.poster: 0.0443, IoU.stage: 0.0973, IoU.van: 0.2694, IoU.ship: 0.0752, IoU.fountain: 0.1718, IoU.conveyer belt: 0.7105, IoU.canopy: 0.3185, IoU.washer: 0.7031, IoU.plaything: 0.1635, IoU.swimming pool: 0.4912, IoU.stool: 0.2004, IoU.barrel: 0.2290, IoU.basket: 0.2761, IoU.waterfall: 0.4569, IoU.tent: 0.7732, IoU.bag: 0.1464, IoU.minibike: 0.6452, IoU.cradle: 0.5862, IoU.oven: 0.2697, IoU.ball: 0.4902, IoU.food: 0.3701, IoU.step: 0.0127, IoU.tank: 0.4770, IoU.trade name: 0.1613, IoU.microwave: 0.7629, IoU.pot: 0.2302, IoU.animal: 0.3542, IoU.bicycle: 0.5305, IoU.lake: 0.2202, IoU.dishwasher: 0.2351, IoU.screen: 0.5272, IoU.blanket: 0.0345, IoU.sculpture: 0.3819, IoU.hood: 0.3809, IoU.sconce: 0.1536, IoU.vase: 0.2345, IoU.traffic light: 0.2498, IoU.tray: 0.0775, IoU.ashcan: 0.3601, IoU.fan: 0.4526, IoU.pier: 0.1378, IoU.crt screen: 0.0885, IoU.plate: 0.4771, IoU.monitor: 0.3667, IoU.bulletin board: 0.3679, IoU.shower: 0.0000, IoU.radiator: 0.5189, IoU.glass: 0.1232, IoU.clock: 0.2465, IoU.flag: 0.3276, Acc.wall: 0.7999, Acc.building: 0.8844, Acc.sky: 0.9466, Acc.floor: 0.8572, Acc.tree: 0.8262, Acc.ceiling: 0.8345, Acc.road: 0.8551, Acc.bed : 0.9269, Acc.windowpane: 0.7193, Acc.grass: 0.7726, Acc.cabinet: 0.5675, Acc.sidewalk: 0.6908, Acc.person: 0.8788, Acc.earth: 0.4668, Acc.door: 0.3430, Acc.table: 0.5772, Acc.mountain: 0.6755, Acc.plant: 0.5439, Acc.curtain: 0.7193, Acc.chair: 0.5918, Acc.car: 0.9067, Acc.water: 0.6499, Acc.painting: 0.7662, Acc.sofa: 0.7031, Acc.shelf: 0.5454, Acc.house: 0.5999, Acc.sea: 0.7507, Acc.mirror: 0.4630, Acc.rug: 0.4981, Acc.field: 0.4617, Acc.armchair: 0.5964, Acc.seat: 0.6630, Acc.fence: 0.4323, Acc.desk: 0.5370, Acc.rock: 0.5394, Acc.wardrobe: 0.4992, Acc.lamp: 0.5991, Acc.bathtub: 0.7380, Acc.railing: 0.3331, Acc.cushion: 0.5911, Acc.base: 0.1872, Acc.box: 0.2023, Acc.column: 0.4219, Acc.signboard: 0.4257, Acc.chest of drawers: 0.5984, Acc.counter: 0.4604, Acc.sand: 0.6009, Acc.sink: 0.7547, Acc.skyscraper: 0.7644, Acc.fireplace: 0.8473, Acc.refrigerator: 0.7248, Acc.grandstand: 0.6862, Acc.path: 0.2664, Acc.stairs: 0.4476, Acc.runway: 0.7964, Acc.case: 0.5964, Acc.pool table: 0.9648, Acc.pillow: 0.6026, Acc.screen door: 0.3557, Acc.stairway: 0.4117, Acc.river: 0.3353, Acc.bridge: 0.6010, Acc.bookcase: 0.2500, Acc.blind: 0.1177, Acc.coffee table: 0.7313, Acc.toilet: 0.8030, Acc.flower: 0.4982, Acc.book: 0.7526, Acc.hill: 0.0998, Acc.bench: 0.5223, Acc.countertop: 0.5975, Acc.stove: 0.7104, Acc.palm: 0.7127, Acc.kitchen island: 0.7754, Acc.computer: 0.7869, Acc.swivel chair: 0.5478, Acc.boat: 0.7701, Acc.bar: 0.5358, Acc.arcade machine: 0.5950, Acc.hovel: 0.4219, Acc.bus: 0.8762, Acc.towel: 0.7122, Acc.light: 0.4001, Acc.truck: 0.4051, Acc.tower: 0.2972, Acc.chandelier: 0.7544, Acc.awning: 0.4293, Acc.streetlight: 0.1791, Acc.booth: 0.4189, Acc.television receiver: 0.7149, Acc.airplane: 0.6422, Acc.dirt track: 0.1075, Acc.apparel: 0.5768, Acc.pole: 0.1495, Acc.land: 0.1850, Acc.bannister: 0.0880, Acc.escalator: 0.7508, Acc.ottoman: 0.3858, Acc.bottle: 0.2059, Acc.buffet: 0.5508, Acc.poster: 0.0486, Acc.stage: 0.1247, Acc.van: 0.3780, Acc.ship: 0.0812, Acc.fountain: 0.1832, Acc.conveyer belt: 0.8808, Acc.canopy: 0.3996, Acc.washer: 0.8178, Acc.plaything: 0.3000, Acc.swimming pool: 0.7408, Acc.stool: 0.2463, Acc.barrel: 0.4994, Acc.basket: 0.4422, Acc.waterfall: 0.4979, Acc.tent: 0.9948, Acc.bag: 0.1742, Acc.minibike: 0.7886, Acc.cradle: 0.8540, Acc.oven: 0.4513, Acc.ball: 0.7012, Acc.food: 0.4009, Acc.step: 0.0134, Acc.tank: 0.5442, Acc.trade name: 0.1760, Acc.microwave: 0.8539, Acc.pot: 0.2479, Acc.animal: 0.3901, Acc.bicycle: 0.6533, Acc.lake: 0.2558, Acc.dishwasher: 0.2605, Acc.screen: 0.8273, Acc.blanket: 0.0366, Acc.sculpture: 0.4797, Acc.hood: 0.4351, Acc.sconce: 0.1752, Acc.vase: 0.3777, Acc.traffic light: 0.4801, Acc.tray: 0.1065, Acc.ashcan: 0.4595, Acc.fan: 0.5623, Acc.pier: 0.1926, Acc.crt screen: 0.1250, Acc.plate: 0.6172, Acc.monitor: 0.5343, Acc.bulletin board: 0.4399, Acc.shower: 0.0000, Acc.radiator: 0.5569, Acc.glass: 0.1319, Acc.clock: 0.3223, Acc.flag: 0.3793 2023-11-13 20:39:44,473 - mmseg - INFO - Iter [10050/40000] lr: 7.488e-04, eta: 0:52:33, time: 1.272, data_time: 1.178, memory: 3271, decode.loss_ce: 0.7748, decode.acc_seg: 73.2812, loss: 0.7748 2023-11-13 20:39:49,333 - mmseg - INFO - Iter [10100/40000] lr: 7.475e-04, eta: 0:52:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7666, decode.acc_seg: 72.8838, loss: 0.7666 2023-11-13 20:39:56,496 - mmseg - INFO - Iter [10150/40000] lr: 7.463e-04, eta: 0:52:27, time: 0.143, data_time: 0.046, memory: 3271, decode.loss_ce: 0.7593, decode.acc_seg: 73.8383, loss: 0.7593 2023-11-13 20:40:01,353 - mmseg - INFO - Iter [10200/40000] lr: 7.450e-04, eta: 0:52:20, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7168, decode.acc_seg: 74.3214, loss: 0.7168 2023-11-13 20:40:06,224 - mmseg - INFO - Iter [10250/40000] lr: 7.438e-04, eta: 0:52:14, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7429, decode.acc_seg: 73.5046, loss: 0.7429 2023-11-13 20:40:11,090 - mmseg - INFO - Iter [10300/40000] lr: 7.425e-04, eta: 0:52:08, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7470, decode.acc_seg: 73.3553, loss: 0.7470 2023-11-13 20:40:15,947 - mmseg - INFO - Iter [10350/40000] lr: 7.413e-04, eta: 0:52:01, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7092, decode.acc_seg: 74.6688, loss: 0.7092 2023-11-13 20:40:20,816 - mmseg - INFO - Iter [10400/40000] lr: 7.400e-04, eta: 0:51:55, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7833, decode.acc_seg: 72.1692, loss: 0.7833 2023-11-13 20:40:25,697 - mmseg - INFO - Iter [10450/40000] lr: 7.388e-04, eta: 0:51:48, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7405, decode.acc_seg: 73.3539, loss: 0.7405 2023-11-13 20:40:30,576 - mmseg - INFO - Iter [10500/40000] lr: 7.375e-04, eta: 0:51:42, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7352, decode.acc_seg: 73.3036, loss: 0.7352 2023-11-13 20:40:35,445 - mmseg - INFO - Iter [10550/40000] lr: 7.363e-04, eta: 0:51:36, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7516, decode.acc_seg: 73.1937, loss: 0.7516 2023-11-13 20:40:40,313 - mmseg - INFO - Iter [10600/40000] lr: 7.350e-04, eta: 0:51:29, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7308, decode.acc_seg: 73.1078, loss: 0.7308 2023-11-13 20:40:45,188 - mmseg - INFO - Iter [10650/40000] lr: 7.338e-04, eta: 0:51:23, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7783, decode.acc_seg: 72.2393, loss: 0.7783 2023-11-13 20:40:50,060 - mmseg - INFO - Iter [10700/40000] lr: 7.325e-04, eta: 0:51:17, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7223, decode.acc_seg: 73.7199, loss: 0.7223 2023-11-13 20:40:54,932 - mmseg - INFO - Iter [10750/40000] lr: 7.313e-04, eta: 0:51:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7493, decode.acc_seg: 73.3639, loss: 0.7493 2023-11-13 20:40:59,793 - mmseg - INFO - Iter [10800/40000] lr: 7.300e-04, eta: 0:51:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7787, decode.acc_seg: 72.4790, loss: 0.7787 2023-11-13 20:41:04,664 - mmseg - INFO - Iter [10850/40000] lr: 7.288e-04, eta: 0:50:58, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7317, decode.acc_seg: 73.9608, loss: 0.7317 2023-11-13 20:41:09,531 - mmseg - INFO - Iter [10900/40000] lr: 7.275e-04, eta: 0:50:52, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7833, decode.acc_seg: 72.5701, loss: 0.7833 2023-11-13 20:41:14,404 - mmseg - INFO - Iter [10950/40000] lr: 7.263e-04, eta: 0:50:45, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7521, decode.acc_seg: 73.7824, loss: 0.7521 2023-11-13 20:41:19,278 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:41:19,278 - mmseg - INFO - Iter [11000/40000] lr: 7.250e-04, eta: 0:50:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7326, decode.acc_seg: 73.8503, loss: 0.7326 2023-11-13 20:41:24,143 - mmseg - INFO - Iter [11050/40000] lr: 7.238e-04, eta: 0:50:33, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7460, decode.acc_seg: 73.4741, loss: 0.7460 2023-11-13 20:41:29,010 - mmseg - INFO - Iter [11100/40000] lr: 7.225e-04, eta: 0:50:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7632, decode.acc_seg: 73.2836, loss: 0.7632 2023-11-13 20:41:33,885 - mmseg - INFO - Iter [11150/40000] lr: 7.213e-04, eta: 0:50:21, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7718, decode.acc_seg: 72.1001, loss: 0.7718 2023-11-13 20:41:38,757 - mmseg - INFO - Iter [11200/40000] lr: 7.200e-04, eta: 0:50:14, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7466, decode.acc_seg: 73.4741, loss: 0.7466 2023-11-13 20:41:43,628 - mmseg - INFO - Iter [11250/40000] lr: 7.188e-04, eta: 0:50:08, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7314, decode.acc_seg: 74.2505, loss: 0.7314 2023-11-13 20:41:48,496 - mmseg - INFO - Iter [11300/40000] lr: 7.175e-04, eta: 0:50:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7088, decode.acc_seg: 74.4602, loss: 0.7088 2023-11-13 20:41:53,368 - mmseg - INFO - Iter [11350/40000] lr: 7.163e-04, eta: 0:49:56, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7647, decode.acc_seg: 73.4968, loss: 0.7647 2023-11-13 20:42:00,525 - mmseg - INFO - Iter [11400/40000] lr: 7.150e-04, eta: 0:49:56, time: 0.143, data_time: 0.048, memory: 3271, decode.loss_ce: 0.7775, decode.acc_seg: 72.2405, loss: 0.7775 2023-11-13 20:42:05,386 - mmseg - INFO - Iter [11450/40000] lr: 7.138e-04, eta: 0:49:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7104, decode.acc_seg: 74.2740, loss: 0.7104 2023-11-13 20:42:10,249 - mmseg - INFO - Iter [11500/40000] lr: 7.125e-04, eta: 0:49:43, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7449, decode.acc_seg: 73.3869, loss: 0.7449 2023-11-13 20:42:15,119 - mmseg - INFO - Iter [11550/40000] lr: 7.113e-04, eta: 0:49:37, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7590, decode.acc_seg: 73.3219, loss: 0.7590 2023-11-13 20:42:19,986 - mmseg - INFO - Iter [11600/40000] lr: 7.100e-04, eta: 0:49:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7143, decode.acc_seg: 74.2314, loss: 0.7143 2023-11-13 20:42:24,857 - mmseg - INFO - Iter [11650/40000] lr: 7.088e-04, eta: 0:49:25, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7579, decode.acc_seg: 73.1171, loss: 0.7579 2023-11-13 20:42:29,735 - mmseg - INFO - Iter [11700/40000] lr: 7.075e-04, eta: 0:49:19, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7304, decode.acc_seg: 73.9883, loss: 0.7304 2023-11-13 20:42:34,605 - mmseg - INFO - Iter [11750/40000] lr: 7.063e-04, eta: 0:49:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7640, decode.acc_seg: 73.2624, loss: 0.7640 2023-11-13 20:42:39,475 - mmseg - INFO - Iter [11800/40000] lr: 7.050e-04, eta: 0:49:07, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7548, decode.acc_seg: 72.9195, loss: 0.7548 2023-11-13 20:42:44,359 - mmseg - INFO - Iter [11850/40000] lr: 7.038e-04, eta: 0:49:01, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7529, decode.acc_seg: 73.6111, loss: 0.7529 2023-11-13 20:42:49,230 - mmseg - INFO - Iter [11900/40000] lr: 7.025e-04, eta: 0:48:55, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7562, decode.acc_seg: 72.9182, loss: 0.7562 2023-11-13 20:42:54,102 - mmseg - INFO - Iter [11950/40000] lr: 7.013e-04, eta: 0:48:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7261, decode.acc_seg: 74.0232, loss: 0.7261 2023-11-13 20:42:58,977 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:42:58,977 - mmseg - INFO - Iter [12000/40000] lr: 7.000e-04, eta: 0:48:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7722, decode.acc_seg: 72.8786, loss: 0.7722 2023-11-13 20:43:03,845 - mmseg - INFO - Iter [12050/40000] lr: 6.988e-04, eta: 0:48:36, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7560, decode.acc_seg: 73.2094, loss: 0.7560 2023-11-13 20:43:08,713 - mmseg - INFO - Iter [12100/40000] lr: 6.975e-04, eta: 0:48:30, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7596, decode.acc_seg: 73.5288, loss: 0.7596 2023-11-13 20:43:13,579 - mmseg - INFO - Iter [12150/40000] lr: 6.963e-04, eta: 0:48:24, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7347, decode.acc_seg: 73.5348, loss: 0.7347 2023-11-13 20:43:18,446 - mmseg - INFO - Iter [12200/40000] lr: 6.950e-04, eta: 0:48:18, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7451, decode.acc_seg: 73.9101, loss: 0.7451 2023-11-13 20:43:23,325 - mmseg - INFO - Iter [12250/40000] lr: 6.938e-04, eta: 0:48:12, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7408, decode.acc_seg: 73.5837, loss: 0.7408 2023-11-13 20:43:28,195 - mmseg - INFO - Iter [12300/40000] lr: 6.925e-04, eta: 0:48:06, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7608, decode.acc_seg: 72.5689, loss: 0.7608 2023-11-13 20:43:33,071 - mmseg - INFO - Iter [12350/40000] lr: 6.913e-04, eta: 0:48:00, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7416, decode.acc_seg: 73.4680, loss: 0.7416 2023-11-13 20:43:37,938 - mmseg - INFO - Iter [12400/40000] lr: 6.900e-04, eta: 0:47:54, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7362, decode.acc_seg: 73.9102, loss: 0.7362 2023-11-13 20:43:42,810 - mmseg - INFO - Iter [12450/40000] lr: 6.888e-04, eta: 0:47:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7255, decode.acc_seg: 73.9646, loss: 0.7255 2023-11-13 20:43:47,676 - mmseg - INFO - Iter [12500/40000] lr: 6.875e-04, eta: 0:47:43, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7271, decode.acc_seg: 73.3946, loss: 0.7271 2023-11-13 20:43:52,546 - mmseg - INFO - Iter [12550/40000] lr: 6.863e-04, eta: 0:47:37, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7472, decode.acc_seg: 73.7193, loss: 0.7472 2023-11-13 20:43:57,415 - mmseg - INFO - Iter [12600/40000] lr: 6.850e-04, eta: 0:47:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7433, decode.acc_seg: 73.8877, loss: 0.7433 2023-11-13 20:44:04,550 - mmseg - INFO - Iter [12650/40000] lr: 6.838e-04, eta: 0:47:30, time: 0.143, data_time: 0.047, memory: 3271, decode.loss_ce: 0.7301, decode.acc_seg: 74.1879, loss: 0.7301 2023-11-13 20:44:09,424 - mmseg - INFO - Iter [12700/40000] lr: 6.825e-04, eta: 0:47:24, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7192, decode.acc_seg: 74.4178, loss: 0.7192 2023-11-13 20:44:14,305 - mmseg - INFO - Iter [12750/40000] lr: 6.813e-04, eta: 0:47:18, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7327, decode.acc_seg: 73.7877, loss: 0.7327 2023-11-13 20:44:19,204 - mmseg - INFO - Iter [12800/40000] lr: 6.800e-04, eta: 0:47:12, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7307, decode.acc_seg: 73.9585, loss: 0.7307 2023-11-13 20:44:24,076 - mmseg - INFO - Iter [12850/40000] lr: 6.788e-04, eta: 0:47:06, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7216, decode.acc_seg: 74.2533, loss: 0.7216 2023-11-13 20:44:28,945 - mmseg - INFO - Iter [12900/40000] lr: 6.775e-04, eta: 0:47:00, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7442, decode.acc_seg: 73.3377, loss: 0.7442 2023-11-13 20:44:33,819 - mmseg - INFO - Iter [12950/40000] lr: 6.763e-04, eta: 0:46:54, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7200, decode.acc_seg: 74.5146, loss: 0.7200 2023-11-13 20:44:38,693 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:44:38,693 - mmseg - INFO - Iter [13000/40000] lr: 6.750e-04, eta: 0:46:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7529, decode.acc_seg: 73.4118, loss: 0.7529 2023-11-13 20:44:43,567 - mmseg - INFO - Iter [13050/40000] lr: 6.738e-04, eta: 0:46:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7911, decode.acc_seg: 72.5636, loss: 0.7911 2023-11-13 20:44:48,431 - mmseg - INFO - Iter [13100/40000] lr: 6.725e-04, eta: 0:46:37, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7722, decode.acc_seg: 72.0616, loss: 0.7722 2023-11-13 20:44:53,299 - mmseg - INFO - Iter [13150/40000] lr: 6.713e-04, eta: 0:46:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7400, decode.acc_seg: 74.0343, loss: 0.7400 2023-11-13 20:44:58,168 - mmseg - INFO - Iter [13200/40000] lr: 6.700e-04, eta: 0:46:25, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7366, decode.acc_seg: 73.7941, loss: 0.7366 2023-11-13 20:45:03,041 - mmseg - INFO - Iter [13250/40000] lr: 6.688e-04, eta: 0:46:19, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7046, decode.acc_seg: 74.1625, loss: 0.7046 2023-11-13 20:45:07,904 - mmseg - INFO - Iter [13300/40000] lr: 6.675e-04, eta: 0:46:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7523, decode.acc_seg: 72.8967, loss: 0.7523 2023-11-13 20:45:12,778 - mmseg - INFO - Iter [13350/40000] lr: 6.663e-04, eta: 0:46:07, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7248, decode.acc_seg: 73.7283, loss: 0.7248 2023-11-13 20:45:17,653 - mmseg - INFO - Iter [13400/40000] lr: 6.650e-04, eta: 0:46:01, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7368, decode.acc_seg: 73.1250, loss: 0.7368 2023-11-13 20:45:22,524 - mmseg - INFO - Iter [13450/40000] lr: 6.638e-04, eta: 0:45:56, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7485, decode.acc_seg: 73.4469, loss: 0.7485 2023-11-13 20:45:27,390 - mmseg - INFO - Iter [13500/40000] lr: 6.625e-04, eta: 0:45:50, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7553, decode.acc_seg: 73.1515, loss: 0.7553 2023-11-13 20:45:32,261 - mmseg - INFO - Iter [13550/40000] lr: 6.613e-04, eta: 0:45:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7410, decode.acc_seg: 73.7896, loss: 0.7410 2023-11-13 20:45:37,130 - mmseg - INFO - Iter [13600/40000] lr: 6.600e-04, eta: 0:45:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7303, decode.acc_seg: 73.3354, loss: 0.7303 2023-11-13 20:45:41,997 - mmseg - INFO - Iter [13650/40000] lr: 6.588e-04, eta: 0:45:32, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7530, decode.acc_seg: 73.2592, loss: 0.7530 2023-11-13 20:45:46,867 - mmseg - INFO - Iter [13700/40000] lr: 6.575e-04, eta: 0:45:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7426, decode.acc_seg: 74.0249, loss: 0.7426 2023-11-13 20:45:51,745 - mmseg - INFO - Iter [13750/40000] lr: 6.563e-04, eta: 0:45:21, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7157, decode.acc_seg: 74.5723, loss: 0.7157 2023-11-13 20:45:56,621 - mmseg - INFO - Iter [13800/40000] lr: 6.550e-04, eta: 0:45:15, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7556, decode.acc_seg: 73.5230, loss: 0.7556 2023-11-13 20:46:01,497 - mmseg - INFO - Iter [13850/40000] lr: 6.538e-04, eta: 0:45:09, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7451, decode.acc_seg: 73.2376, loss: 0.7451 2023-11-13 20:46:08,625 - mmseg - INFO - Iter [13900/40000] lr: 6.525e-04, eta: 0:45:08, time: 0.143, data_time: 0.047, memory: 3271, decode.loss_ce: 0.7196, decode.acc_seg: 74.2058, loss: 0.7196 2023-11-13 20:46:13,498 - mmseg - INFO - Iter [13950/40000] lr: 6.513e-04, eta: 0:45:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7560, decode.acc_seg: 72.9468, loss: 0.7560 2023-11-13 20:46:18,369 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:46:18,369 - mmseg - INFO - Iter [14000/40000] lr: 6.500e-04, eta: 0:44:56, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7074, decode.acc_seg: 74.3062, loss: 0.7074 2023-11-13 20:46:23,233 - mmseg - INFO - Iter [14050/40000] lr: 6.488e-04, eta: 0:44:50, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7165, decode.acc_seg: 73.8387, loss: 0.7165 2023-11-13 20:46:28,110 - mmseg - INFO - Iter [14100/40000] lr: 6.475e-04, eta: 0:44:45, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7434, decode.acc_seg: 73.3054, loss: 0.7434 2023-11-13 20:46:32,977 - mmseg - INFO - Iter [14150/40000] lr: 6.463e-04, eta: 0:44:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7399, decode.acc_seg: 73.9304, loss: 0.7399 2023-11-13 20:46:37,854 - mmseg - INFO - Iter [14200/40000] lr: 6.450e-04, eta: 0:44:33, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7289, decode.acc_seg: 74.1231, loss: 0.7289 2023-11-13 20:46:42,719 - mmseg - INFO - Iter [14250/40000] lr: 6.438e-04, eta: 0:44:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7636, decode.acc_seg: 73.1562, loss: 0.7636 2023-11-13 20:46:47,592 - mmseg - INFO - Iter [14300/40000] lr: 6.425e-04, eta: 0:44:22, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7489, decode.acc_seg: 73.0771, loss: 0.7489 2023-11-13 20:46:52,464 - mmseg - INFO - Iter [14350/40000] lr: 6.413e-04, eta: 0:44:16, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7332, decode.acc_seg: 73.2972, loss: 0.7332 2023-11-13 20:46:57,334 - mmseg - INFO - Iter [14400/40000] lr: 6.400e-04, eta: 0:44:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7379, decode.acc_seg: 73.8708, loss: 0.7379 2023-11-13 20:47:02,198 - mmseg - INFO - Iter [14450/40000] lr: 6.388e-04, eta: 0:44:05, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7548, decode.acc_seg: 73.6804, loss: 0.7548 2023-11-13 20:47:07,073 - mmseg - INFO - Iter [14500/40000] lr: 6.375e-04, eta: 0:43:59, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7434, decode.acc_seg: 73.2094, loss: 0.7434 2023-11-13 20:47:11,960 - mmseg - INFO - Iter [14550/40000] lr: 6.363e-04, eta: 0:43:53, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7198, decode.acc_seg: 74.2719, loss: 0.7198 2023-11-13 20:47:16,833 - mmseg - INFO - Iter [14600/40000] lr: 6.350e-04, eta: 0:43:47, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7325, decode.acc_seg: 73.8209, loss: 0.7325 2023-11-13 20:47:21,705 - mmseg - INFO - Iter [14650/40000] lr: 6.338e-04, eta: 0:43:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7015, decode.acc_seg: 75.3258, loss: 0.7015 2023-11-13 20:47:26,588 - mmseg - INFO - Iter [14700/40000] lr: 6.325e-04, eta: 0:43:36, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7617, decode.acc_seg: 73.2867, loss: 0.7617 2023-11-13 20:47:31,470 - mmseg - INFO - Iter [14750/40000] lr: 6.313e-04, eta: 0:43:30, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7198, decode.acc_seg: 73.8126, loss: 0.7198 2023-11-13 20:47:36,343 - mmseg - INFO - Iter [14800/40000] lr: 6.300e-04, eta: 0:43:25, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7331, decode.acc_seg: 73.3906, loss: 0.7331 2023-11-13 20:47:41,211 - mmseg - INFO - Iter [14850/40000] lr: 6.288e-04, eta: 0:43:19, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7220, decode.acc_seg: 74.3522, loss: 0.7220 2023-11-13 20:47:46,083 - mmseg - INFO - Iter [14900/40000] lr: 6.275e-04, eta: 0:43:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7438, decode.acc_seg: 73.1629, loss: 0.7438 2023-11-13 20:47:50,972 - mmseg - INFO - Iter [14950/40000] lr: 6.263e-04, eta: 0:43:08, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7247, decode.acc_seg: 74.0835, loss: 0.7247 2023-11-13 20:47:55,846 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:47:55,847 - mmseg - INFO - Iter [15000/40000] lr: 6.250e-04, eta: 0:43:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7187, decode.acc_seg: 74.5618, loss: 0.7187 2023-11-13 20:48:00,716 - mmseg - INFO - Iter [15050/40000] lr: 6.238e-04, eta: 0:42:56, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7268, decode.acc_seg: 74.4513, loss: 0.7268 2023-11-13 20:48:05,598 - mmseg - INFO - Iter [15100/40000] lr: 6.225e-04, eta: 0:42:51, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7620, decode.acc_seg: 73.0958, loss: 0.7620 2023-11-13 20:48:10,468 - mmseg - INFO - Iter [15150/40000] lr: 6.213e-04, eta: 0:42:45, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7659, decode.acc_seg: 72.2926, loss: 0.7659 2023-11-13 20:48:17,657 - mmseg - INFO - Iter [15200/40000] lr: 6.200e-04, eta: 0:42:43, time: 0.144, data_time: 0.051, memory: 3271, decode.loss_ce: 0.7025, decode.acc_seg: 74.7710, loss: 0.7025 2023-11-13 20:48:22,523 - mmseg - INFO - Iter [15250/40000] lr: 6.188e-04, eta: 0:42:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6991, decode.acc_seg: 75.2759, loss: 0.6991 2023-11-13 20:48:27,391 - mmseg - INFO - Iter [15300/40000] lr: 6.175e-04, eta: 0:42:32, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7107, decode.acc_seg: 74.3282, loss: 0.7107 2023-11-13 20:48:32,261 - mmseg - INFO - Iter [15350/40000] lr: 6.163e-04, eta: 0:42:26, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7215, decode.acc_seg: 74.3274, loss: 0.7215 2023-11-13 20:48:37,129 - mmseg - INFO - Iter [15400/40000] lr: 6.150e-04, eta: 0:42:21, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7273, decode.acc_seg: 73.8734, loss: 0.7273 2023-11-13 20:48:42,005 - mmseg - INFO - Iter [15450/40000] lr: 6.138e-04, eta: 0:42:15, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7348, decode.acc_seg: 73.5101, loss: 0.7348 2023-11-13 20:48:46,884 - mmseg - INFO - Iter [15500/40000] lr: 6.125e-04, eta: 0:42:09, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7108, decode.acc_seg: 74.5234, loss: 0.7108 2023-11-13 20:48:51,755 - mmseg - INFO - Iter [15550/40000] lr: 6.113e-04, eta: 0:42:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7572, decode.acc_seg: 72.4987, loss: 0.7572 2023-11-13 20:48:56,626 - mmseg - INFO - Iter [15600/40000] lr: 6.100e-04, eta: 0:41:58, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7448, decode.acc_seg: 73.2379, loss: 0.7448 2023-11-13 20:49:01,497 - mmseg - INFO - Iter [15650/40000] lr: 6.088e-04, eta: 0:41:53, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7582, decode.acc_seg: 73.0864, loss: 0.7582 2023-11-13 20:49:06,365 - mmseg - INFO - Iter [15700/40000] lr: 6.075e-04, eta: 0:41:47, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7351, decode.acc_seg: 73.9660, loss: 0.7351 2023-11-13 20:49:11,238 - mmseg - INFO - Iter [15750/40000] lr: 6.063e-04, eta: 0:41:41, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7338, decode.acc_seg: 73.7389, loss: 0.7338 2023-11-13 20:49:16,111 - mmseg - INFO - Iter [15800/40000] lr: 6.050e-04, eta: 0:41:36, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7398, decode.acc_seg: 73.6855, loss: 0.7398 2023-11-13 20:49:20,980 - mmseg - INFO - Iter [15850/40000] lr: 6.038e-04, eta: 0:41:30, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7362, decode.acc_seg: 73.9230, loss: 0.7362 2023-11-13 20:49:25,872 - mmseg - INFO - Iter [15900/40000] lr: 6.025e-04, eta: 0:41:25, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7430, decode.acc_seg: 73.8001, loss: 0.7430 2023-11-13 20:49:30,748 - mmseg - INFO - Iter [15950/40000] lr: 6.013e-04, eta: 0:41:19, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7662, decode.acc_seg: 73.3315, loss: 0.7662 2023-11-13 20:49:35,620 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:49:35,620 - mmseg - INFO - Iter [16000/40000] lr: 6.000e-04, eta: 0:41:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7412, decode.acc_seg: 73.6638, loss: 0.7412 2023-11-13 20:49:40,491 - mmseg - INFO - Iter [16050/40000] lr: 5.988e-04, eta: 0:41:08, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7118, decode.acc_seg: 73.8245, loss: 0.7118 2023-11-13 20:49:45,355 - mmseg - INFO - Iter [16100/40000] lr: 5.975e-04, eta: 0:41:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7682, decode.acc_seg: 72.6742, loss: 0.7682 2023-11-13 20:49:50,226 - mmseg - INFO - Iter [16150/40000] lr: 5.963e-04, eta: 0:40:57, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7405, decode.acc_seg: 72.9380, loss: 0.7405 2023-11-13 20:49:55,093 - mmseg - INFO - Iter [16200/40000] lr: 5.950e-04, eta: 0:40:51, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7686, decode.acc_seg: 72.7349, loss: 0.7686 2023-11-13 20:49:59,961 - mmseg - INFO - Iter [16250/40000] lr: 5.938e-04, eta: 0:40:46, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7498, decode.acc_seg: 73.3653, loss: 0.7498 2023-11-13 20:50:04,847 - mmseg - INFO - Iter [16300/40000] lr: 5.925e-04, eta: 0:40:40, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7052, decode.acc_seg: 74.6984, loss: 0.7052 2023-11-13 20:50:09,714 - mmseg - INFO - Iter [16350/40000] lr: 5.913e-04, eta: 0:40:35, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7326, decode.acc_seg: 73.9418, loss: 0.7326 2023-11-13 20:50:14,577 - mmseg - INFO - Iter [16400/40000] lr: 5.900e-04, eta: 0:40:29, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7056, decode.acc_seg: 74.9408, loss: 0.7056 2023-11-13 20:50:21,632 - mmseg - INFO - Iter [16450/40000] lr: 5.888e-04, eta: 0:40:27, time: 0.141, data_time: 0.048, memory: 3271, decode.loss_ce: 0.7052, decode.acc_seg: 74.8618, loss: 0.7052 2023-11-13 20:50:26,514 - mmseg - INFO - Iter [16500/40000] lr: 5.875e-04, eta: 0:40:21, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7217, decode.acc_seg: 74.2128, loss: 0.7217 2023-11-13 20:50:31,387 - mmseg - INFO - Iter [16550/40000] lr: 5.863e-04, eta: 0:40:15, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7616, decode.acc_seg: 73.2572, loss: 0.7616 2023-11-13 20:50:36,263 - mmseg - INFO - Iter [16600/40000] lr: 5.850e-04, eta: 0:40:10, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7503, decode.acc_seg: 73.2665, loss: 0.7503 2023-11-13 20:50:41,145 - mmseg - INFO - Iter [16650/40000] lr: 5.838e-04, eta: 0:40:04, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7431, decode.acc_seg: 73.2486, loss: 0.7431 2023-11-13 20:50:46,021 - mmseg - INFO - Iter [16700/40000] lr: 5.825e-04, eta: 0:39:59, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6956, decode.acc_seg: 74.8441, loss: 0.6956 2023-11-13 20:50:50,896 - mmseg - INFO - Iter [16750/40000] lr: 5.813e-04, eta: 0:39:53, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7163, decode.acc_seg: 73.9769, loss: 0.7163 2023-11-13 20:50:55,767 - mmseg - INFO - Iter [16800/40000] lr: 5.800e-04, eta: 0:39:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7303, decode.acc_seg: 74.0508, loss: 0.7303 2023-11-13 20:51:00,633 - mmseg - INFO - Iter [16850/40000] lr: 5.788e-04, eta: 0:39:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7354, decode.acc_seg: 73.8377, loss: 0.7354 2023-11-13 20:51:05,515 - mmseg - INFO - Iter [16900/40000] lr: 5.775e-04, eta: 0:39:37, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7267, decode.acc_seg: 73.7822, loss: 0.7267 2023-11-13 20:51:10,398 - mmseg - INFO - Iter [16950/40000] lr: 5.763e-04, eta: 0:39:31, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7198, decode.acc_seg: 73.8884, loss: 0.7198 2023-11-13 20:51:15,273 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:51:15,273 - mmseg - INFO - Iter [17000/40000] lr: 5.750e-04, eta: 0:39:26, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7306, decode.acc_seg: 73.3865, loss: 0.7306 2023-11-13 20:51:20,147 - mmseg - INFO - Iter [17050/40000] lr: 5.738e-04, eta: 0:39:20, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7552, decode.acc_seg: 73.2398, loss: 0.7552 2023-11-13 20:51:25,022 - mmseg - INFO - Iter [17100/40000] lr: 5.725e-04, eta: 0:39:15, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7342, decode.acc_seg: 73.6657, loss: 0.7342 2023-11-13 20:51:29,899 - mmseg - INFO - Iter [17150/40000] lr: 5.713e-04, eta: 0:39:09, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7559, decode.acc_seg: 73.4937, loss: 0.7559 2023-11-13 20:51:34,775 - mmseg - INFO - Iter [17200/40000] lr: 5.700e-04, eta: 0:39:04, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7135, decode.acc_seg: 74.6628, loss: 0.7135 2023-11-13 20:51:39,640 - mmseg - INFO - Iter [17250/40000] lr: 5.688e-04, eta: 0:38:58, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7410, decode.acc_seg: 73.8231, loss: 0.7410 2023-11-13 20:51:44,512 - mmseg - INFO - Iter [17300/40000] lr: 5.675e-04, eta: 0:38:53, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7508, decode.acc_seg: 72.9764, loss: 0.7508 2023-11-13 20:51:49,385 - mmseg - INFO - Iter [17350/40000] lr: 5.663e-04, eta: 0:38:47, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7115, decode.acc_seg: 73.9459, loss: 0.7115 2023-11-13 20:51:54,259 - mmseg - INFO - Iter [17400/40000] lr: 5.650e-04, eta: 0:38:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6953, decode.acc_seg: 74.7697, loss: 0.6953 2023-11-13 20:51:59,135 - mmseg - INFO - Iter [17450/40000] lr: 5.638e-04, eta: 0:38:36, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7286, decode.acc_seg: 73.7494, loss: 0.7286 2023-11-13 20:52:04,027 - mmseg - INFO - Iter [17500/40000] lr: 5.625e-04, eta: 0:38:31, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7439, decode.acc_seg: 74.3746, loss: 0.7439 2023-11-13 20:52:08,912 - mmseg - INFO - Iter [17550/40000] lr: 5.613e-04, eta: 0:38:25, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7109, decode.acc_seg: 74.7118, loss: 0.7109 2023-11-13 20:52:13,788 - mmseg - INFO - Iter [17600/40000] lr: 5.600e-04, eta: 0:38:20, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7318, decode.acc_seg: 73.8997, loss: 0.7318 2023-11-13 20:52:18,662 - mmseg - INFO - Iter [17650/40000] lr: 5.588e-04, eta: 0:38:14, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7370, decode.acc_seg: 73.1724, loss: 0.7370 2023-11-13 20:52:25,763 - mmseg - INFO - Iter [17700/40000] lr: 5.575e-04, eta: 0:38:12, time: 0.142, data_time: 0.047, memory: 3271, decode.loss_ce: 0.7456, decode.acc_seg: 73.4480, loss: 0.7456 2023-11-13 20:52:30,635 - mmseg - INFO - Iter [17750/40000] lr: 5.563e-04, eta: 0:38:06, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7028, decode.acc_seg: 74.3762, loss: 0.7028 2023-11-13 20:52:35,511 - mmseg - INFO - Iter [17800/40000] lr: 5.550e-04, eta: 0:38:01, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7331, decode.acc_seg: 73.6472, loss: 0.7331 2023-11-13 20:52:40,382 - mmseg - INFO - Iter [17850/40000] lr: 5.538e-04, eta: 0:37:55, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7142, decode.acc_seg: 74.5847, loss: 0.7142 2023-11-13 20:52:45,251 - mmseg - INFO - Iter [17900/40000] lr: 5.525e-04, eta: 0:37:50, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7054, decode.acc_seg: 74.8261, loss: 0.7054 2023-11-13 20:52:50,119 - mmseg - INFO - Iter [17950/40000] lr: 5.513e-04, eta: 0:37:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7616, decode.acc_seg: 72.6586, loss: 0.7616 2023-11-13 20:52:54,989 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:52:54,989 - mmseg - INFO - Iter [18000/40000] lr: 5.500e-04, eta: 0:37:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7127, decode.acc_seg: 73.8408, loss: 0.7127 2023-11-13 20:52:59,859 - mmseg - INFO - Iter [18050/40000] lr: 5.488e-04, eta: 0:37:34, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7375, decode.acc_seg: 73.8048, loss: 0.7375 2023-11-13 20:53:04,734 - mmseg - INFO - Iter [18100/40000] lr: 5.475e-04, eta: 0:37:28, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7381, decode.acc_seg: 73.8535, loss: 0.7381 2023-11-13 20:53:09,605 - mmseg - INFO - Iter [18150/40000] lr: 5.463e-04, eta: 0:37:23, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7319, decode.acc_seg: 73.8648, loss: 0.7319 2023-11-13 20:53:14,472 - mmseg - INFO - Iter [18200/40000] lr: 5.450e-04, eta: 0:37:17, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7433, decode.acc_seg: 73.1669, loss: 0.7433 2023-11-13 20:53:19,338 - mmseg - INFO - Iter [18250/40000] lr: 5.438e-04, eta: 0:37:12, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7160, decode.acc_seg: 73.7774, loss: 0.7160 2023-11-13 20:53:24,221 - mmseg - INFO - Iter [18300/40000] lr: 5.425e-04, eta: 0:37:06, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7337, decode.acc_seg: 74.1628, loss: 0.7337 2023-11-13 20:53:29,095 - mmseg - INFO - Iter [18350/40000] lr: 5.413e-04, eta: 0:37:01, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7230, decode.acc_seg: 73.5666, loss: 0.7230 2023-11-13 20:53:33,975 - mmseg - INFO - Iter [18400/40000] lr: 5.400e-04, eta: 0:36:55, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7413, decode.acc_seg: 73.6451, loss: 0.7413 2023-11-13 20:53:38,847 - mmseg - INFO - Iter [18450/40000] lr: 5.388e-04, eta: 0:36:50, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7132, decode.acc_seg: 74.5663, loss: 0.7132 2023-11-13 20:53:43,785 - mmseg - INFO - Iter [18500/40000] lr: 5.375e-04, eta: 0:36:45, time: 0.099, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7020, decode.acc_seg: 74.9859, loss: 0.7020 2023-11-13 20:53:48,658 - mmseg - INFO - Iter [18550/40000] lr: 5.363e-04, eta: 0:36:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7193, decode.acc_seg: 74.9721, loss: 0.7193 2023-11-13 20:53:53,529 - mmseg - INFO - Iter [18600/40000] lr: 5.350e-04, eta: 0:36:34, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7067, decode.acc_seg: 74.8508, loss: 0.7067 2023-11-13 20:53:58,400 - mmseg - INFO - Iter [18650/40000] lr: 5.338e-04, eta: 0:36:28, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7012, decode.acc_seg: 74.8431, loss: 0.7012 2023-11-13 20:54:03,315 - mmseg - INFO - Iter [18700/40000] lr: 5.325e-04, eta: 0:36:23, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7176, decode.acc_seg: 73.9560, loss: 0.7176 2023-11-13 20:54:08,182 - mmseg - INFO - Iter [18750/40000] lr: 5.313e-04, eta: 0:36:18, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7437, decode.acc_seg: 73.0025, loss: 0.7437 2023-11-13 20:54:13,053 - mmseg - INFO - Iter [18800/40000] lr: 5.300e-04, eta: 0:36:12, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7043, decode.acc_seg: 75.0618, loss: 0.7043 2023-11-13 20:54:17,924 - mmseg - INFO - Iter [18850/40000] lr: 5.288e-04, eta: 0:36:07, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7417, decode.acc_seg: 74.0899, loss: 0.7417 2023-11-13 20:54:22,802 - mmseg - INFO - Iter [18900/40000] lr: 5.275e-04, eta: 0:36:01, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7241, decode.acc_seg: 74.2923, loss: 0.7241 2023-11-13 20:54:29,868 - mmseg - INFO - Iter [18950/40000] lr: 5.263e-04, eta: 0:35:58, time: 0.141, data_time: 0.047, memory: 3271, decode.loss_ce: 0.7246, decode.acc_seg: 74.2797, loss: 0.7246 2023-11-13 20:54:34,746 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:54:34,746 - mmseg - INFO - Iter [19000/40000] lr: 5.250e-04, eta: 0:35:53, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6974, decode.acc_seg: 74.8661, loss: 0.6974 2023-11-13 20:54:39,628 - mmseg - INFO - Iter [19050/40000] lr: 5.238e-04, eta: 0:35:48, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6927, decode.acc_seg: 75.6828, loss: 0.6927 2023-11-13 20:54:44,502 - mmseg - INFO - Iter [19100/40000] lr: 5.225e-04, eta: 0:35:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7547, decode.acc_seg: 73.5409, loss: 0.7547 2023-11-13 20:54:49,384 - mmseg - INFO - Iter [19150/40000] lr: 5.213e-04, eta: 0:35:37, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7072, decode.acc_seg: 73.8544, loss: 0.7072 2023-11-13 20:54:54,248 - mmseg - INFO - Iter [19200/40000] lr: 5.200e-04, eta: 0:35:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7566, decode.acc_seg: 73.5833, loss: 0.7566 2023-11-13 20:54:59,116 - mmseg - INFO - Iter [19250/40000] lr: 5.188e-04, eta: 0:35:26, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6751, decode.acc_seg: 75.1737, loss: 0.6751 2023-11-13 20:55:03,984 - mmseg - INFO - Iter [19300/40000] lr: 5.175e-04, eta: 0:35:21, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7445, decode.acc_seg: 73.7574, loss: 0.7445 2023-11-13 20:55:08,857 - mmseg - INFO - Iter [19350/40000] lr: 5.163e-04, eta: 0:35:15, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7403, decode.acc_seg: 73.9633, loss: 0.7403 2023-11-13 20:55:13,724 - mmseg - INFO - Iter [19400/40000] lr: 5.150e-04, eta: 0:35:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7537, decode.acc_seg: 73.8609, loss: 0.7537 2023-11-13 20:55:18,591 - mmseg - INFO - Iter [19450/40000] lr: 5.138e-04, eta: 0:35:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7087, decode.acc_seg: 74.1675, loss: 0.7087 2023-11-13 20:55:23,457 - mmseg - INFO - Iter [19500/40000] lr: 5.125e-04, eta: 0:34:59, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7131, decode.acc_seg: 74.4165, loss: 0.7131 2023-11-13 20:55:28,326 - mmseg - INFO - Iter [19550/40000] lr: 5.113e-04, eta: 0:34:54, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7228, decode.acc_seg: 73.9475, loss: 0.7228 2023-11-13 20:55:33,200 - mmseg - INFO - Iter [19600/40000] lr: 5.100e-04, eta: 0:34:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7436, decode.acc_seg: 72.7120, loss: 0.7436 2023-11-13 20:55:38,128 - mmseg - INFO - Iter [19650/40000] lr: 5.088e-04, eta: 0:34:43, time: 0.099, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7114, decode.acc_seg: 74.1220, loss: 0.7114 2023-11-13 20:55:43,000 - mmseg - INFO - Iter [19700/40000] lr: 5.075e-04, eta: 0:34:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7213, decode.acc_seg: 74.8094, loss: 0.7213 2023-11-13 20:55:47,873 - mmseg - INFO - Iter [19750/40000] lr: 5.063e-04, eta: 0:34:32, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7606, decode.acc_seg: 73.5029, loss: 0.7606 2023-11-13 20:55:52,742 - mmseg - INFO - Iter [19800/40000] lr: 5.050e-04, eta: 0:34:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7283, decode.acc_seg: 73.9282, loss: 0.7283 2023-11-13 20:55:57,612 - mmseg - INFO - Iter [19850/40000] lr: 5.038e-04, eta: 0:34:22, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7271, decode.acc_seg: 74.1322, loss: 0.7271 2023-11-13 20:56:02,487 - mmseg - INFO - Iter [19900/40000] lr: 5.025e-04, eta: 0:34:16, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7475, decode.acc_seg: 73.3038, loss: 0.7475 2023-11-13 20:56:07,367 - mmseg - INFO - Iter [19950/40000] lr: 5.013e-04, eta: 0:34:11, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7121, decode.acc_seg: 74.3335, loss: 0.7121 2023-11-13 20:56:12,198 - mmseg - INFO - Saving checkpoint at 20000 iterations 2023-11-13 20:56:12,264 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:56:12,264 - mmseg - INFO - Iter [20000/40000] lr: 5.000e-04, eta: 0:34:05, time: 0.099, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7266, decode.acc_seg: 74.1364, loss: 0.7266 2023-11-13 20:56:25,850 - mmseg - INFO - per class results: 2023-11-13 20:56:25,856 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 64.73 | 80.93 | | building | 75.04 | 89.41 | | sky | 87.29 | 94.34 | | floor | 71.54 | 85.88 | | tree | 66.66 | 81.81 | | ceiling | 72.32 | 84.96 | | road | 73.33 | 88.91 | | bed | 80.22 | 92.83 | | windowpane | 51.5 | 67.08 | | grass | 59.87 | 75.09 | | cabinet | 48.57 | 60.81 | | sidewalk | 45.43 | 54.74 | | person | 73.41 | 86.66 | | earth | 33.45 | 48.05 | | door | 26.96 | 35.57 | | table | 45.43 | 60.94 | | mountain | 51.73 | 67.14 | | plant | 43.78 | 53.26 | | curtain | 62.0 | 72.07 | | chair | 47.05 | 64.36 | | car | 76.89 | 90.95 | | water | 49.49 | 60.39 | | painting | 55.38 | 77.98 | | sofa | 57.08 | 81.44 | | shelf | 26.46 | 34.39 | | house | 36.22 | 49.23 | | sea | 54.8 | 78.86 | | mirror | 38.93 | 50.43 | | rug | 45.49 | 50.58 | | field | 31.3 | 55.34 | | armchair | 26.57 | 35.27 | | seat | 54.13 | 76.66 | | fence | 34.13 | 45.62 | | desk | 32.29 | 56.78 | | rock | 37.4 | 54.01 | | wardrobe | 45.3 | 61.5 | | lamp | 47.01 | 61.13 | | bathtub | 56.45 | 70.19 | | railing | 28.7 | 39.43 | | cushion | 45.51 | 58.6 | | base | 14.21 | 21.69 | | box | 19.72 | 29.77 | | column | 31.53 | 40.87 | | signboard | 27.84 | 40.53 | | chest of drawers | 30.75 | 50.11 | | counter | 29.95 | 44.86 | | sand | 42.69 | 54.78 | | sink | 55.72 | 62.13 | | skyscraper | 48.76 | 73.69 | | fireplace | 57.4 | 80.99 | | refrigerator | 53.74 | 66.87 | | grandstand | 38.35 | 67.97 | | path | 13.42 | 15.87 | | stairs | 6.84 | 7.36 | | runway | 63.08 | 82.11 | | case | 42.49 | 62.35 | | pool table | 81.93 | 97.35 | | pillow | 42.25 | 47.79 | | screen door | 19.45 | 21.62 | | stairway | 26.03 | 53.71 | | river | 12.94 | 30.5 | | bridge | 39.07 | 55.85 | | bookcase | 29.4 | 52.49 | | blind | 30.34 | 38.27 | | coffee table | 49.18 | 67.92 | | toilet | 71.09 | 85.97 | | flower | 31.04 | 54.01 | | book | 42.76 | 61.98 | | hill | 4.88 | 6.91 | | bench | 41.75 | 52.83 | | countertop | 43.43 | 67.32 | | stove | 56.07 | 66.64 | | palm | 46.64 | 67.36 | | kitchen island | 26.82 | 62.06 | | computer | 62.7 | 77.86 | | swivel chair | 32.32 | 44.38 | | boat | 51.74 | 68.95 | | bar | 42.39 | 50.11 | | arcade machine | 48.66 | 59.36 | | hovel | 33.51 | 35.84 | | bus | 80.03 | 86.74 | | towel | 53.69 | 69.43 | | light | 37.13 | 46.1 | | truck | 25.87 | 35.88 | | tower | 21.15 | 36.12 | | chandelier | 54.59 | 68.2 | | awning | 22.62 | 29.34 | | streetlight | 18.24 | 25.29 | | booth | 29.43 | 38.11 | | television receiver | 54.43 | 71.63 | | airplane | 50.17 | 61.78 | | dirt track | 4.8 | 8.54 | | apparel | 25.64 | 39.47 | | pole | 13.22 | 17.43 | | land | 3.07 | 3.81 | | bannister | 8.72 | 11.34 | | escalator | 47.61 | 65.44 | | ottoman | 27.93 | 41.05 | | bottle | 26.89 | 34.55 | | buffet | 36.23 | 49.69 | | poster | 7.4 | 9.04 | | stage | 13.48 | 21.88 | | van | 28.37 | 40.6 | | ship | 6.44 | 7.69 | | fountain | 28.17 | 31.97 | | conveyer belt | 67.02 | 90.68 | | canopy | 24.89 | 35.28 | | washer | 71.79 | 87.6 | | plaything | 16.18 | 24.52 | | swimming pool | 52.23 | 65.39 | | stool | 18.55 | 21.41 | | barrel | 25.14 | 49.21 | | basket | 27.88 | 37.46 | | waterfall | 55.78 | 66.54 | | tent | 75.12 | 99.48 | | bag | 13.78 | 16.09 | | minibike | 64.78 | 84.23 | | cradle | 62.79 | 85.54 | | oven | 25.65 | 35.2 | | ball | 47.69 | 62.92 | | food | 45.12 | 53.22 | | step | 3.22 | 3.89 | | tank | 46.51 | 54.34 | | trade name | 20.87 | 23.79 | | microwave | 75.44 | 85.44 | | pot | 24.26 | 26.91 | | animal | 38.85 | 43.11 | | bicycle | 55.79 | 85.95 | | lake | 34.79 | 41.61 | | dishwasher | 36.28 | 46.57 | | screen | 45.95 | 86.32 | | blanket | 10.01 | 10.92 | | sculpture | 38.38 | 51.43 | | hood | 42.83 | 52.01 | | sconce | 16.95 | 19.47 | | vase | 24.83 | 39.12 | | traffic light | 24.8 | 35.79 | | tray | 7.65 | 9.5 | | ashcan | 34.17 | 43.1 | | fan | 41.83 | 48.48 | | pier | 17.15 | 24.25 | | crt screen | 5.2 | 11.97 | | plate | 49.65 | 64.26 | | monitor | 17.57 | 22.79 | | bulletin board | 36.27 | 43.34 | | shower | 0.5 | 6.6 | | radiator | 52.43 | 57.4 | | glass | 12.97 | 14.01 | | clock | 22.37 | 27.77 | | flag | 40.31 | 51.34 | +---------------------+-------+-------+ 2023-11-13 20:56:25,856 - mmseg - INFO - Summary: 2023-11-13 20:56:25,856 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 75.92 | 39.33 | 51.73 | +-------+-------+-------+ 2023-11-13 20:56:25,857 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:56:25,857 - mmseg - INFO - Iter(val) [250] aAcc: 0.7592, mIoU: 0.3933, mAcc: 0.5173, IoU.wall: 0.6473, IoU.building: 0.7504, IoU.sky: 0.8729, IoU.floor: 0.7154, IoU.tree: 0.6666, IoU.ceiling: 0.7232, IoU.road: 0.7333, IoU.bed : 0.8022, IoU.windowpane: 0.5150, IoU.grass: 0.5987, IoU.cabinet: 0.4857, IoU.sidewalk: 0.4543, IoU.person: 0.7341, IoU.earth: 0.3345, IoU.door: 0.2696, IoU.table: 0.4543, IoU.mountain: 0.5173, IoU.plant: 0.4378, IoU.curtain: 0.6200, IoU.chair: 0.4705, IoU.car: 0.7689, IoU.water: 0.4949, IoU.painting: 0.5538, IoU.sofa: 0.5708, IoU.shelf: 0.2646, IoU.house: 0.3622, IoU.sea: 0.5480, IoU.mirror: 0.3893, IoU.rug: 0.4549, IoU.field: 0.3130, IoU.armchair: 0.2657, IoU.seat: 0.5413, IoU.fence: 0.3413, IoU.desk: 0.3229, IoU.rock: 0.3740, IoU.wardrobe: 0.4530, IoU.lamp: 0.4701, IoU.bathtub: 0.5645, IoU.railing: 0.2870, IoU.cushion: 0.4551, IoU.base: 0.1421, IoU.box: 0.1972, IoU.column: 0.3153, IoU.signboard: 0.2784, IoU.chest of drawers: 0.3075, IoU.counter: 0.2995, IoU.sand: 0.4269, IoU.sink: 0.5572, IoU.skyscraper: 0.4876, IoU.fireplace: 0.5740, IoU.refrigerator: 0.5374, IoU.grandstand: 0.3835, IoU.path: 0.1342, IoU.stairs: 0.0684, IoU.runway: 0.6308, IoU.case: 0.4249, IoU.pool table: 0.8193, IoU.pillow: 0.4225, IoU.screen door: 0.1945, IoU.stairway: 0.2603, IoU.river: 0.1294, IoU.bridge: 0.3907, IoU.bookcase: 0.2940, IoU.blind: 0.3034, IoU.coffee table: 0.4918, IoU.toilet: 0.7109, IoU.flower: 0.3104, IoU.book: 0.4276, IoU.hill: 0.0488, IoU.bench: 0.4175, IoU.countertop: 0.4343, IoU.stove: 0.5607, IoU.palm: 0.4664, IoU.kitchen island: 0.2682, IoU.computer: 0.6270, IoU.swivel chair: 0.3232, IoU.boat: 0.5174, IoU.bar: 0.4239, IoU.arcade machine: 0.4866, IoU.hovel: 0.3351, IoU.bus: 0.8003, IoU.towel: 0.5369, IoU.light: 0.3713, IoU.truck: 0.2587, IoU.tower: 0.2115, IoU.chandelier: 0.5459, IoU.awning: 0.2262, IoU.streetlight: 0.1824, IoU.booth: 0.2943, IoU.television receiver: 0.5443, IoU.airplane: 0.5017, IoU.dirt track: 0.0480, IoU.apparel: 0.2564, IoU.pole: 0.1322, IoU.land: 0.0307, IoU.bannister: 0.0872, IoU.escalator: 0.4761, IoU.ottoman: 0.2793, IoU.bottle: 0.2689, IoU.buffet: 0.3623, IoU.poster: 0.0740, IoU.stage: 0.1348, IoU.van: 0.2837, IoU.ship: 0.0644, IoU.fountain: 0.2817, IoU.conveyer belt: 0.6702, IoU.canopy: 0.2489, IoU.washer: 0.7179, IoU.plaything: 0.1618, IoU.swimming pool: 0.5223, IoU.stool: 0.1855, IoU.barrel: 0.2514, IoU.basket: 0.2788, IoU.waterfall: 0.5578, IoU.tent: 0.7512, IoU.bag: 0.1378, IoU.minibike: 0.6478, IoU.cradle: 0.6279, IoU.oven: 0.2565, IoU.ball: 0.4769, IoU.food: 0.4512, IoU.step: 0.0322, IoU.tank: 0.4651, IoU.trade name: 0.2087, IoU.microwave: 0.7544, IoU.pot: 0.2426, IoU.animal: 0.3885, IoU.bicycle: 0.5579, IoU.lake: 0.3479, IoU.dishwasher: 0.3628, IoU.screen: 0.4595, IoU.blanket: 0.1001, IoU.sculpture: 0.3838, IoU.hood: 0.4283, IoU.sconce: 0.1695, IoU.vase: 0.2483, IoU.traffic light: 0.2480, IoU.tray: 0.0765, IoU.ashcan: 0.3417, IoU.fan: 0.4183, IoU.pier: 0.1715, IoU.crt screen: 0.0520, IoU.plate: 0.4965, IoU.monitor: 0.1757, IoU.bulletin board: 0.3627, IoU.shower: 0.0050, IoU.radiator: 0.5243, IoU.glass: 0.1297, IoU.clock: 0.2237, IoU.flag: 0.4031, Acc.wall: 0.8093, Acc.building: 0.8941, Acc.sky: 0.9434, Acc.floor: 0.8588, Acc.tree: 0.8181, Acc.ceiling: 0.8496, Acc.road: 0.8891, Acc.bed : 0.9283, Acc.windowpane: 0.6708, Acc.grass: 0.7509, Acc.cabinet: 0.6081, Acc.sidewalk: 0.5474, Acc.person: 0.8666, Acc.earth: 0.4805, Acc.door: 0.3557, Acc.table: 0.6094, Acc.mountain: 0.6714, Acc.plant: 0.5326, Acc.curtain: 0.7207, Acc.chair: 0.6436, Acc.car: 0.9095, Acc.water: 0.6039, Acc.painting: 0.7798, Acc.sofa: 0.8144, Acc.shelf: 0.3439, Acc.house: 0.4923, Acc.sea: 0.7886, Acc.mirror: 0.5043, Acc.rug: 0.5058, Acc.field: 0.5534, Acc.armchair: 0.3527, Acc.seat: 0.7666, Acc.fence: 0.4562, Acc.desk: 0.5678, Acc.rock: 0.5401, Acc.wardrobe: 0.6150, Acc.lamp: 0.6113, Acc.bathtub: 0.7019, Acc.railing: 0.3943, Acc.cushion: 0.5860, Acc.base: 0.2169, Acc.box: 0.2977, Acc.column: 0.4087, Acc.signboard: 0.4053, Acc.chest of drawers: 0.5011, Acc.counter: 0.4486, Acc.sand: 0.5478, Acc.sink: 0.6213, Acc.skyscraper: 0.7369, Acc.fireplace: 0.8099, Acc.refrigerator: 0.6687, Acc.grandstand: 0.6797, Acc.path: 0.1587, Acc.stairs: 0.0736, Acc.runway: 0.8211, Acc.case: 0.6235, Acc.pool table: 0.9735, Acc.pillow: 0.4779, Acc.screen door: 0.2162, Acc.stairway: 0.5371, Acc.river: 0.3050, Acc.bridge: 0.5585, Acc.bookcase: 0.5249, Acc.blind: 0.3827, Acc.coffee table: 0.6792, Acc.toilet: 0.8597, Acc.flower: 0.5401, Acc.book: 0.6198, Acc.hill: 0.0691, Acc.bench: 0.5283, Acc.countertop: 0.6732, Acc.stove: 0.6664, Acc.palm: 0.6736, Acc.kitchen island: 0.6206, Acc.computer: 0.7786, Acc.swivel chair: 0.4438, Acc.boat: 0.6895, Acc.bar: 0.5011, Acc.arcade machine: 0.5936, Acc.hovel: 0.3584, Acc.bus: 0.8674, Acc.towel: 0.6943, Acc.light: 0.4610, Acc.truck: 0.3588, Acc.tower: 0.3612, Acc.chandelier: 0.6820, Acc.awning: 0.2934, Acc.streetlight: 0.2529, Acc.booth: 0.3811, Acc.television receiver: 0.7163, Acc.airplane: 0.6178, Acc.dirt track: 0.0854, Acc.apparel: 0.3947, Acc.pole: 0.1743, Acc.land: 0.0381, Acc.bannister: 0.1134, Acc.escalator: 0.6544, Acc.ottoman: 0.4105, Acc.bottle: 0.3455, Acc.buffet: 0.4969, Acc.poster: 0.0904, Acc.stage: 0.2188, Acc.van: 0.4060, Acc.ship: 0.0769, Acc.fountain: 0.3197, Acc.conveyer belt: 0.9068, Acc.canopy: 0.3528, Acc.washer: 0.8760, Acc.plaything: 0.2452, Acc.swimming pool: 0.6539, Acc.stool: 0.2141, Acc.barrel: 0.4921, Acc.basket: 0.3746, Acc.waterfall: 0.6654, Acc.tent: 0.9948, Acc.bag: 0.1609, Acc.minibike: 0.8423, Acc.cradle: 0.8554, Acc.oven: 0.3520, Acc.ball: 0.6292, Acc.food: 0.5322, Acc.step: 0.0389, Acc.tank: 0.5434, Acc.trade name: 0.2379, Acc.microwave: 0.8544, Acc.pot: 0.2691, Acc.animal: 0.4311, Acc.bicycle: 0.8595, Acc.lake: 0.4161, Acc.dishwasher: 0.4657, Acc.screen: 0.8632, Acc.blanket: 0.1092, Acc.sculpture: 0.5143, Acc.hood: 0.5201, Acc.sconce: 0.1947, Acc.vase: 0.3912, Acc.traffic light: 0.3579, Acc.tray: 0.0950, Acc.ashcan: 0.4310, Acc.fan: 0.4848, Acc.pier: 0.2425, Acc.crt screen: 0.1197, Acc.plate: 0.6426, Acc.monitor: 0.2279, Acc.bulletin board: 0.4334, Acc.shower: 0.0660, Acc.radiator: 0.5740, Acc.glass: 0.1401, Acc.clock: 0.2777, Acc.flag: 0.5134 2023-11-13 20:56:30,732 - mmseg - INFO - Iter [20050/40000] lr: 4.988e-04, eta: 0:34:14, time: 0.369, data_time: 0.275, memory: 3271, decode.loss_ce: 0.7346, decode.acc_seg: 73.7751, loss: 0.7346 2023-11-13 20:56:35,607 - mmseg - INFO - Iter [20100/40000] lr: 4.975e-04, eta: 0:34:08, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7246, decode.acc_seg: 73.4756, loss: 0.7246 2023-11-13 20:56:40,496 - mmseg - INFO - Iter [20150/40000] lr: 4.963e-04, eta: 0:34:03, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7164, decode.acc_seg: 74.6567, loss: 0.7164 2023-11-13 20:56:45,373 - mmseg - INFO - Iter [20200/40000] lr: 4.950e-04, eta: 0:33:57, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7169, decode.acc_seg: 74.1461, loss: 0.7169 2023-11-13 20:56:52,485 - mmseg - INFO - Iter [20250/40000] lr: 4.938e-04, eta: 0:33:54, time: 0.142, data_time: 0.048, memory: 3271, decode.loss_ce: 0.7160, decode.acc_seg: 73.8352, loss: 0.7160 2023-11-13 20:56:57,357 - mmseg - INFO - Iter [20300/40000] lr: 4.925e-04, eta: 0:33:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7189, decode.acc_seg: 74.3604, loss: 0.7189 2023-11-13 20:57:02,243 - mmseg - INFO - Iter [20350/40000] lr: 4.913e-04, eta: 0:33:43, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7154, decode.acc_seg: 74.6169, loss: 0.7154 2023-11-13 20:57:07,113 - mmseg - INFO - Iter [20400/40000] lr: 4.900e-04, eta: 0:33:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7196, decode.acc_seg: 74.3804, loss: 0.7196 2023-11-13 20:57:11,983 - mmseg - INFO - Iter [20450/40000] lr: 4.888e-04, eta: 0:33:33, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7060, decode.acc_seg: 75.1622, loss: 0.7060 2023-11-13 20:57:16,859 - mmseg - INFO - Iter [20500/40000] lr: 4.875e-04, eta: 0:33:27, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7307, decode.acc_seg: 73.6446, loss: 0.7307 2023-11-13 20:57:21,727 - mmseg - INFO - Iter [20550/40000] lr: 4.863e-04, eta: 0:33:22, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7082, decode.acc_seg: 74.6123, loss: 0.7082 2023-11-13 20:57:26,591 - mmseg - INFO - Iter [20600/40000] lr: 4.850e-04, eta: 0:33:16, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7388, decode.acc_seg: 73.3065, loss: 0.7388 2023-11-13 20:57:31,464 - mmseg - INFO - Iter [20650/40000] lr: 4.838e-04, eta: 0:33:11, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7341, decode.acc_seg: 73.2516, loss: 0.7341 2023-11-13 20:57:36,333 - mmseg - INFO - Iter [20700/40000] lr: 4.825e-04, eta: 0:33:05, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7172, decode.acc_seg: 73.8839, loss: 0.7172 2023-11-13 20:57:41,199 - mmseg - INFO - Iter [20750/40000] lr: 4.813e-04, eta: 0:33:00, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7377, decode.acc_seg: 73.6380, loss: 0.7377 2023-11-13 20:57:46,063 - mmseg - INFO - Iter [20800/40000] lr: 4.800e-04, eta: 0:32:55, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7216, decode.acc_seg: 74.3232, loss: 0.7216 2023-11-13 20:57:50,937 - mmseg - INFO - Iter [20850/40000] lr: 4.788e-04, eta: 0:32:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7300, decode.acc_seg: 73.9454, loss: 0.7300 2023-11-13 20:57:55,809 - mmseg - INFO - Iter [20900/40000] lr: 4.775e-04, eta: 0:32:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7390, decode.acc_seg: 73.7290, loss: 0.7390 2023-11-13 20:58:00,689 - mmseg - INFO - Iter [20950/40000] lr: 4.763e-04, eta: 0:32:38, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7106, decode.acc_seg: 74.7331, loss: 0.7106 2023-11-13 20:58:05,567 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:58:05,567 - mmseg - INFO - Iter [21000/40000] lr: 4.750e-04, eta: 0:32:33, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7211, decode.acc_seg: 74.2775, loss: 0.7211 2023-11-13 20:58:10,440 - mmseg - INFO - Iter [21050/40000] lr: 4.738e-04, eta: 0:32:28, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7576, decode.acc_seg: 73.5490, loss: 0.7576 2023-11-13 20:58:15,320 - mmseg - INFO - Iter [21100/40000] lr: 4.725e-04, eta: 0:32:22, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7419, decode.acc_seg: 72.5279, loss: 0.7419 2023-11-13 20:58:20,202 - mmseg - INFO - Iter [21150/40000] lr: 4.713e-04, eta: 0:32:17, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7331, decode.acc_seg: 73.5971, loss: 0.7331 2023-11-13 20:58:25,072 - mmseg - INFO - Iter [21200/40000] lr: 4.700e-04, eta: 0:32:12, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7251, decode.acc_seg: 73.6276, loss: 0.7251 2023-11-13 20:58:29,957 - mmseg - INFO - Iter [21250/40000] lr: 4.688e-04, eta: 0:32:06, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7194, decode.acc_seg: 74.3124, loss: 0.7194 2023-11-13 20:58:34,842 - mmseg - INFO - Iter [21300/40000] lr: 4.675e-04, eta: 0:32:01, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7146, decode.acc_seg: 74.2208, loss: 0.7146 2023-11-13 20:58:39,722 - mmseg - INFO - Iter [21350/40000] lr: 4.663e-04, eta: 0:31:56, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7437, decode.acc_seg: 73.1667, loss: 0.7437 2023-11-13 20:58:44,590 - mmseg - INFO - Iter [21400/40000] lr: 4.650e-04, eta: 0:31:50, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7617, decode.acc_seg: 73.5030, loss: 0.7617 2023-11-13 20:58:49,472 - mmseg - INFO - Iter [21450/40000] lr: 4.638e-04, eta: 0:31:45, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7568, decode.acc_seg: 72.8983, loss: 0.7568 2023-11-13 20:58:56,535 - mmseg - INFO - Iter [21500/40000] lr: 4.625e-04, eta: 0:31:41, time: 0.141, data_time: 0.048, memory: 3271, decode.loss_ce: 0.6867, decode.acc_seg: 74.8551, loss: 0.6867 2023-11-13 20:59:01,411 - mmseg - INFO - Iter [21550/40000] lr: 4.613e-04, eta: 0:31:36, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6945, decode.acc_seg: 74.6101, loss: 0.6945 2023-11-13 20:59:06,281 - mmseg - INFO - Iter [21600/40000] lr: 4.600e-04, eta: 0:31:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7328, decode.acc_seg: 74.2004, loss: 0.7328 2023-11-13 20:59:11,149 - mmseg - INFO - Iter [21650/40000] lr: 4.588e-04, eta: 0:31:25, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7450, decode.acc_seg: 73.6628, loss: 0.7450 2023-11-13 20:59:16,012 - mmseg - INFO - Iter [21700/40000] lr: 4.575e-04, eta: 0:31:20, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7300, decode.acc_seg: 74.0348, loss: 0.7300 2023-11-13 20:59:20,888 - mmseg - INFO - Iter [21750/40000] lr: 4.563e-04, eta: 0:31:14, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7342, decode.acc_seg: 73.6124, loss: 0.7342 2023-11-13 20:59:25,761 - mmseg - INFO - Iter [21800/40000] lr: 4.550e-04, eta: 0:31:09, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7326, decode.acc_seg: 73.9585, loss: 0.7326 2023-11-13 20:59:30,634 - mmseg - INFO - Iter [21850/40000] lr: 4.538e-04, eta: 0:31:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6817, decode.acc_seg: 74.8902, loss: 0.6817 2023-11-13 20:59:35,504 - mmseg - INFO - Iter [21900/40000] lr: 4.525e-04, eta: 0:30:58, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7181, decode.acc_seg: 74.7266, loss: 0.7181 2023-11-13 20:59:40,369 - mmseg - INFO - Iter [21950/40000] lr: 4.513e-04, eta: 0:30:53, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7252, decode.acc_seg: 73.8809, loss: 0.7252 2023-11-13 20:59:45,242 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:59:45,242 - mmseg - INFO - Iter [22000/40000] lr: 4.500e-04, eta: 0:30:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7450, decode.acc_seg: 73.5317, loss: 0.7450 2023-11-13 20:59:50,111 - mmseg - INFO - Iter [22050/40000] lr: 4.488e-04, eta: 0:30:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7123, decode.acc_seg: 74.5576, loss: 0.7123 2023-11-13 20:59:54,980 - mmseg - INFO - Iter [22100/40000] lr: 4.475e-04, eta: 0:30:37, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7067, decode.acc_seg: 73.9753, loss: 0.7067 2023-11-13 20:59:59,847 - mmseg - INFO - Iter [22150/40000] lr: 4.463e-04, eta: 0:30:32, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7350, decode.acc_seg: 73.6911, loss: 0.7350 2023-11-13 21:00:04,711 - mmseg - INFO - Iter [22200/40000] lr: 4.450e-04, eta: 0:30:26, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7170, decode.acc_seg: 74.0812, loss: 0.7170 2023-11-13 21:00:09,577 - mmseg - INFO - Iter [22250/40000] lr: 4.438e-04, eta: 0:30:21, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7079, decode.acc_seg: 73.5981, loss: 0.7079 2023-11-13 21:00:14,444 - mmseg - INFO - Iter [22300/40000] lr: 4.425e-04, eta: 0:30:16, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6784, decode.acc_seg: 75.4735, loss: 0.6784 2023-11-13 21:00:19,314 - mmseg - INFO - Iter [22350/40000] lr: 4.413e-04, eta: 0:30:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7190, decode.acc_seg: 74.3690, loss: 0.7190 2023-11-13 21:00:24,183 - mmseg - INFO - Iter [22400/40000] lr: 4.400e-04, eta: 0:30:05, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7346, decode.acc_seg: 73.4818, loss: 0.7346 2023-11-13 21:00:29,054 - mmseg - INFO - Iter [22450/40000] lr: 4.388e-04, eta: 0:30:00, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7341, decode.acc_seg: 73.7350, loss: 0.7341 2023-11-13 21:00:33,922 - mmseg - INFO - Iter [22500/40000] lr: 4.375e-04, eta: 0:29:54, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7243, decode.acc_seg: 74.0574, loss: 0.7243 2023-11-13 21:00:38,786 - mmseg - INFO - Iter [22550/40000] lr: 4.363e-04, eta: 0:29:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7257, decode.acc_seg: 74.1337, loss: 0.7257 2023-11-13 21:00:43,653 - mmseg - INFO - Iter [22600/40000] lr: 4.350e-04, eta: 0:29:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7315, decode.acc_seg: 73.5020, loss: 0.7315 2023-11-13 21:00:48,526 - mmseg - INFO - Iter [22650/40000] lr: 4.338e-04, eta: 0:29:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7071, decode.acc_seg: 74.3360, loss: 0.7071 2023-11-13 21:00:53,396 - mmseg - INFO - Iter [22700/40000] lr: 4.325e-04, eta: 0:29:33, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7277, decode.acc_seg: 73.5421, loss: 0.7277 2023-11-13 21:01:00,460 - mmseg - INFO - Iter [22750/40000] lr: 4.313e-04, eta: 0:29:29, time: 0.141, data_time: 0.048, memory: 3271, decode.loss_ce: 0.7279, decode.acc_seg: 73.5790, loss: 0.7279 2023-11-13 21:01:05,327 - mmseg - INFO - Iter [22800/40000] lr: 4.300e-04, eta: 0:29:24, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7077, decode.acc_seg: 74.8216, loss: 0.7077 2023-11-13 21:01:10,198 - mmseg - INFO - Iter [22850/40000] lr: 4.288e-04, eta: 0:29:19, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7017, decode.acc_seg: 74.6581, loss: 0.7017 2023-11-13 21:01:15,071 - mmseg - INFO - Iter [22900/40000] lr: 4.275e-04, eta: 0:29:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7097, decode.acc_seg: 74.3183, loss: 0.7097 2023-11-13 21:01:19,938 - mmseg - INFO - Iter [22950/40000] lr: 4.263e-04, eta: 0:29:08, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6966, decode.acc_seg: 74.3317, loss: 0.6966 2023-11-13 21:01:24,804 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:01:24,808 - mmseg - INFO - Iter [23000/40000] lr: 4.250e-04, eta: 0:29:03, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6890, decode.acc_seg: 74.8045, loss: 0.6890 2023-11-13 21:01:29,672 - mmseg - INFO - Iter [23050/40000] lr: 4.238e-04, eta: 0:28:57, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6746, decode.acc_seg: 75.6116, loss: 0.6746 2023-11-13 21:01:34,540 - mmseg - INFO - Iter [23100/40000] lr: 4.225e-04, eta: 0:28:52, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7211, decode.acc_seg: 74.4644, loss: 0.7211 2023-11-13 21:01:39,412 - mmseg - INFO - Iter [23150/40000] lr: 4.213e-04, eta: 0:28:47, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7056, decode.acc_seg: 74.5991, loss: 0.7056 2023-11-13 21:01:44,294 - mmseg - INFO - Iter [23200/40000] lr: 4.200e-04, eta: 0:28:41, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7180, decode.acc_seg: 74.7091, loss: 0.7180 2023-11-13 21:01:49,173 - mmseg - INFO - Iter [23250/40000] lr: 4.188e-04, eta: 0:28:36, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7032, decode.acc_seg: 74.4088, loss: 0.7032 2023-11-13 21:01:54,042 - mmseg - INFO - Iter [23300/40000] lr: 4.175e-04, eta: 0:28:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7424, decode.acc_seg: 73.2224, loss: 0.7424 2023-11-13 21:01:58,915 - mmseg - INFO - Iter [23350/40000] lr: 4.163e-04, eta: 0:28:26, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7012, decode.acc_seg: 74.8027, loss: 0.7012 2023-11-13 21:02:03,776 - mmseg - INFO - Iter [23400/40000] lr: 4.150e-04, eta: 0:28:20, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7521, decode.acc_seg: 73.2625, loss: 0.7521 2023-11-13 21:02:08,653 - mmseg - INFO - Iter [23450/40000] lr: 4.138e-04, eta: 0:28:15, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7460, decode.acc_seg: 73.2842, loss: 0.7460 2023-11-13 21:02:13,524 - mmseg - INFO - Iter [23500/40000] lr: 4.125e-04, eta: 0:28:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7417, decode.acc_seg: 73.3548, loss: 0.7417 2023-11-13 21:02:18,387 - mmseg - INFO - Iter [23550/40000] lr: 4.113e-04, eta: 0:28:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7307, decode.acc_seg: 73.4556, loss: 0.7307 2023-11-13 21:02:23,256 - mmseg - INFO - Iter [23600/40000] lr: 4.100e-04, eta: 0:27:59, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7204, decode.acc_seg: 73.7548, loss: 0.7204 2023-11-13 21:02:28,125 - mmseg - INFO - Iter [23650/40000] lr: 4.088e-04, eta: 0:27:54, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6944, decode.acc_seg: 75.2837, loss: 0.6944 2023-11-13 21:02:32,998 - mmseg - INFO - Iter [23700/40000] lr: 4.075e-04, eta: 0:27:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7133, decode.acc_seg: 74.1351, loss: 0.7133 2023-11-13 21:02:37,869 - mmseg - INFO - Iter [23750/40000] lr: 4.063e-04, eta: 0:27:43, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7646, decode.acc_seg: 72.6812, loss: 0.7646 2023-11-13 21:02:42,742 - mmseg - INFO - Iter [23800/40000] lr: 4.050e-04, eta: 0:27:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7102, decode.acc_seg: 74.7362, loss: 0.7102 2023-11-13 21:02:47,612 - mmseg - INFO - Iter [23850/40000] lr: 4.038e-04, eta: 0:27:33, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7268, decode.acc_seg: 74.0939, loss: 0.7268 2023-11-13 21:02:52,489 - mmseg - INFO - Iter [23900/40000] lr: 4.025e-04, eta: 0:27:27, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7230, decode.acc_seg: 74.4802, loss: 0.7230 2023-11-13 21:02:57,352 - mmseg - INFO - Iter [23950/40000] lr: 4.013e-04, eta: 0:27:22, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7021, decode.acc_seg: 74.5955, loss: 0.7021 2023-11-13 21:03:04,524 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:03:04,524 - mmseg - INFO - Iter [24000/40000] lr: 4.000e-04, eta: 0:27:18, time: 0.143, data_time: 0.050, memory: 3271, decode.loss_ce: 0.7494, decode.acc_seg: 73.5918, loss: 0.7494 2023-11-13 21:03:09,399 - mmseg - INFO - Iter [24050/40000] lr: 3.988e-04, eta: 0:27:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6846, decode.acc_seg: 74.7190, loss: 0.6846 2023-11-13 21:03:14,289 - mmseg - INFO - Iter [24100/40000] lr: 3.975e-04, eta: 0:27:08, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7306, decode.acc_seg: 73.6016, loss: 0.7306 2023-11-13 21:03:19,153 - mmseg - INFO - Iter [24150/40000] lr: 3.963e-04, eta: 0:27:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7455, decode.acc_seg: 73.6664, loss: 0.7455 2023-11-13 21:03:24,029 - mmseg - INFO - Iter [24200/40000] lr: 3.950e-04, eta: 0:26:57, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7235, decode.acc_seg: 74.6156, loss: 0.7235 2023-11-13 21:03:28,904 - mmseg - INFO - Iter [24250/40000] lr: 3.938e-04, eta: 0:26:52, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6963, decode.acc_seg: 74.9742, loss: 0.6963 2023-11-13 21:03:33,776 - mmseg - INFO - Iter [24300/40000] lr: 3.925e-04, eta: 0:26:47, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7119, decode.acc_seg: 74.6013, loss: 0.7119 2023-11-13 21:03:38,644 - mmseg - INFO - Iter [24350/40000] lr: 3.913e-04, eta: 0:26:41, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7362, decode.acc_seg: 73.8562, loss: 0.7362 2023-11-13 21:03:43,519 - mmseg - INFO - Iter [24400/40000] lr: 3.900e-04, eta: 0:26:36, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7062, decode.acc_seg: 74.2635, loss: 0.7062 2023-11-13 21:03:48,390 - mmseg - INFO - Iter [24450/40000] lr: 3.888e-04, eta: 0:26:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7077, decode.acc_seg: 74.6464, loss: 0.7077 2023-11-13 21:03:53,271 - mmseg - INFO - Iter [24500/40000] lr: 3.875e-04, eta: 0:26:26, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7454, decode.acc_seg: 73.5881, loss: 0.7454 2023-11-13 21:03:58,139 - mmseg - INFO - Iter [24550/40000] lr: 3.863e-04, eta: 0:26:20, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7270, decode.acc_seg: 73.8053, loss: 0.7270 2023-11-13 21:04:03,008 - mmseg - INFO - Iter [24600/40000] lr: 3.850e-04, eta: 0:26:15, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7401, decode.acc_seg: 73.8967, loss: 0.7401 2023-11-13 21:04:07,880 - mmseg - INFO - Iter [24650/40000] lr: 3.838e-04, eta: 0:26:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7009, decode.acc_seg: 74.5106, loss: 0.7009 2023-11-13 21:04:12,749 - mmseg - INFO - Iter [24700/40000] lr: 3.825e-04, eta: 0:26:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7045, decode.acc_seg: 74.4667, loss: 0.7045 2023-11-13 21:04:17,635 - mmseg - INFO - Iter [24750/40000] lr: 3.813e-04, eta: 0:25:59, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7266, decode.acc_seg: 74.2887, loss: 0.7266 2023-11-13 21:04:22,508 - mmseg - INFO - Iter [24800/40000] lr: 3.800e-04, eta: 0:25:54, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7045, decode.acc_seg: 74.1498, loss: 0.7045 2023-11-13 21:04:27,375 - mmseg - INFO - Iter [24850/40000] lr: 3.788e-04, eta: 0:25:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7175, decode.acc_seg: 74.3400, loss: 0.7175 2023-11-13 21:04:32,252 - mmseg - INFO - Iter [24900/40000] lr: 3.775e-04, eta: 0:25:43, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7395, decode.acc_seg: 74.0608, loss: 0.7395 2023-11-13 21:04:37,115 - mmseg - INFO - Iter [24950/40000] lr: 3.763e-04, eta: 0:25:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7083, decode.acc_seg: 74.4243, loss: 0.7083 2023-11-13 21:04:41,990 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:04:41,990 - mmseg - INFO - Iter [25000/40000] lr: 3.750e-04, eta: 0:25:33, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6932, decode.acc_seg: 75.0424, loss: 0.6932 2023-11-13 21:04:46,864 - mmseg - INFO - Iter [25050/40000] lr: 3.738e-04, eta: 0:25:28, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6888, decode.acc_seg: 74.6026, loss: 0.6888 2023-11-13 21:04:51,743 - mmseg - INFO - Iter [25100/40000] lr: 3.725e-04, eta: 0:25:22, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6987, decode.acc_seg: 74.4711, loss: 0.6987 2023-11-13 21:04:56,628 - mmseg - INFO - Iter [25150/40000] lr: 3.713e-04, eta: 0:25:17, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7153, decode.acc_seg: 74.3201, loss: 0.7153 2023-11-13 21:05:01,533 - mmseg - INFO - Iter [25200/40000] lr: 3.700e-04, eta: 0:25:12, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7041, decode.acc_seg: 74.7591, loss: 0.7041 2023-11-13 21:05:06,405 - mmseg - INFO - Iter [25250/40000] lr: 3.688e-04, eta: 0:25:07, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7422, decode.acc_seg: 73.7559, loss: 0.7422 2023-11-13 21:05:13,515 - mmseg - INFO - Iter [25300/40000] lr: 3.675e-04, eta: 0:25:03, time: 0.142, data_time: 0.047, memory: 3271, decode.loss_ce: 0.6805, decode.acc_seg: 75.9791, loss: 0.6805 2023-11-13 21:05:18,383 - mmseg - INFO - Iter [25350/40000] lr: 3.663e-04, eta: 0:24:57, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6709, decode.acc_seg: 74.9757, loss: 0.6709 2023-11-13 21:05:23,247 - mmseg - INFO - Iter [25400/40000] lr: 3.650e-04, eta: 0:24:52, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7260, decode.acc_seg: 74.1455, loss: 0.7260 2023-11-13 21:05:28,111 - mmseg - INFO - Iter [25450/40000] lr: 3.638e-04, eta: 0:24:47, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6963, decode.acc_seg: 74.7819, loss: 0.6963 2023-11-13 21:05:32,986 - mmseg - INFO - Iter [25500/40000] lr: 3.625e-04, eta: 0:24:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7452, decode.acc_seg: 73.7067, loss: 0.7452 2023-11-13 21:05:37,856 - mmseg - INFO - Iter [25550/40000] lr: 3.613e-04, eta: 0:24:36, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6612, decode.acc_seg: 75.6595, loss: 0.6612 2023-11-13 21:05:42,734 - mmseg - INFO - Iter [25600/40000] lr: 3.600e-04, eta: 0:24:31, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7569, decode.acc_seg: 73.3028, loss: 0.7569 2023-11-13 21:05:47,606 - mmseg - INFO - Iter [25650/40000] lr: 3.588e-04, eta: 0:24:26, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7234, decode.acc_seg: 74.6466, loss: 0.7234 2023-11-13 21:05:52,477 - mmseg - INFO - Iter [25700/40000] lr: 3.575e-04, eta: 0:24:21, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7414, decode.acc_seg: 73.4550, loss: 0.7414 2023-11-13 21:05:57,340 - mmseg - INFO - Iter [25750/40000] lr: 3.563e-04, eta: 0:24:15, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7042, decode.acc_seg: 74.4927, loss: 0.7042 2023-11-13 21:06:02,211 - mmseg - INFO - Iter [25800/40000] lr: 3.550e-04, eta: 0:24:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7110, decode.acc_seg: 74.0374, loss: 0.7110 2023-11-13 21:06:07,082 - mmseg - INFO - Iter [25850/40000] lr: 3.538e-04, eta: 0:24:05, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7132, decode.acc_seg: 73.7870, loss: 0.7132 2023-11-13 21:06:11,957 - mmseg - INFO - Iter [25900/40000] lr: 3.525e-04, eta: 0:24:00, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7269, decode.acc_seg: 73.7185, loss: 0.7269 2023-11-13 21:06:16,833 - mmseg - INFO - Iter [25950/40000] lr: 3.513e-04, eta: 0:23:55, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7303, decode.acc_seg: 74.1549, loss: 0.7303 2023-11-13 21:06:21,706 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:06:21,706 - mmseg - INFO - Iter [26000/40000] lr: 3.500e-04, eta: 0:23:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7387, decode.acc_seg: 73.1244, loss: 0.7387 2023-11-13 21:06:26,575 - mmseg - INFO - Iter [26050/40000] lr: 3.488e-04, eta: 0:23:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6991, decode.acc_seg: 74.4725, loss: 0.6991 2023-11-13 21:06:31,454 - mmseg - INFO - Iter [26100/40000] lr: 3.475e-04, eta: 0:23:39, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7303, decode.acc_seg: 73.7067, loss: 0.7303 2023-11-13 21:06:36,326 - mmseg - INFO - Iter [26150/40000] lr: 3.463e-04, eta: 0:23:34, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7333, decode.acc_seg: 74.3250, loss: 0.7333 2023-11-13 21:06:41,195 - mmseg - INFO - Iter [26200/40000] lr: 3.450e-04, eta: 0:23:28, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7165, decode.acc_seg: 73.9077, loss: 0.7165 2023-11-13 21:06:46,063 - mmseg - INFO - Iter [26250/40000] lr: 3.438e-04, eta: 0:23:23, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7069, decode.acc_seg: 74.8923, loss: 0.7069 2023-11-13 21:06:50,936 - mmseg - INFO - Iter [26300/40000] lr: 3.425e-04, eta: 0:23:18, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7001, decode.acc_seg: 74.2431, loss: 0.7001 2023-11-13 21:06:55,827 - mmseg - INFO - Iter [26350/40000] lr: 3.413e-04, eta: 0:23:13, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7299, decode.acc_seg: 73.6079, loss: 0.7299 2023-11-13 21:07:00,696 - mmseg - INFO - Iter [26400/40000] lr: 3.400e-04, eta: 0:23:08, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7285, decode.acc_seg: 73.9946, loss: 0.7285 2023-11-13 21:07:05,566 - mmseg - INFO - Iter [26450/40000] lr: 3.388e-04, eta: 0:23:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7198, decode.acc_seg: 73.7865, loss: 0.7198 2023-11-13 21:07:10,436 - mmseg - INFO - Iter [26500/40000] lr: 3.375e-04, eta: 0:22:57, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7199, decode.acc_seg: 75.0621, loss: 0.7199 2023-11-13 21:07:17,522 - mmseg - INFO - Iter [26550/40000] lr: 3.363e-04, eta: 0:22:53, time: 0.142, data_time: 0.047, memory: 3271, decode.loss_ce: 0.6959, decode.acc_seg: 75.3034, loss: 0.6959 2023-11-13 21:07:22,387 - mmseg - INFO - Iter [26600/40000] lr: 3.350e-04, eta: 0:22:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7463, decode.acc_seg: 73.0644, loss: 0.7463 2023-11-13 21:07:27,256 - mmseg - INFO - Iter [26650/40000] lr: 3.338e-04, eta: 0:22:43, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6919, decode.acc_seg: 74.6479, loss: 0.6919 2023-11-13 21:07:32,143 - mmseg - INFO - Iter [26700/40000] lr: 3.325e-04, eta: 0:22:37, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7066, decode.acc_seg: 73.9627, loss: 0.7066 2023-11-13 21:07:37,005 - mmseg - INFO - Iter [26750/40000] lr: 3.313e-04, eta: 0:22:32, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7284, decode.acc_seg: 73.6578, loss: 0.7284 2023-11-13 21:07:41,873 - mmseg - INFO - Iter [26800/40000] lr: 3.300e-04, eta: 0:22:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6596, decode.acc_seg: 76.5599, loss: 0.6596 2023-11-13 21:07:46,739 - mmseg - INFO - Iter [26850/40000] lr: 3.288e-04, eta: 0:22:22, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7320, decode.acc_seg: 73.6360, loss: 0.7320 2023-11-13 21:07:51,605 - mmseg - INFO - Iter [26900/40000] lr: 3.275e-04, eta: 0:22:16, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6908, decode.acc_seg: 74.7227, loss: 0.6908 2023-11-13 21:07:56,473 - mmseg - INFO - Iter [26950/40000] lr: 3.263e-04, eta: 0:22:11, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6885, decode.acc_seg: 75.5683, loss: 0.6885 2023-11-13 21:08:01,339 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:08:01,340 - mmseg - INFO - Iter [27000/40000] lr: 3.250e-04, eta: 0:22:06, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7197, decode.acc_seg: 73.9752, loss: 0.7197 2023-11-13 21:08:06,218 - mmseg - INFO - Iter [27050/40000] lr: 3.238e-04, eta: 0:22:01, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7120, decode.acc_seg: 73.9305, loss: 0.7120 2023-11-13 21:08:11,094 - mmseg - INFO - Iter [27100/40000] lr: 3.225e-04, eta: 0:21:56, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6944, decode.acc_seg: 74.7516, loss: 0.6944 2023-11-13 21:08:15,966 - mmseg - INFO - Iter [27150/40000] lr: 3.213e-04, eta: 0:21:50, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7234, decode.acc_seg: 73.4432, loss: 0.7234 2023-11-13 21:08:20,833 - mmseg - INFO - Iter [27200/40000] lr: 3.200e-04, eta: 0:21:45, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7099, decode.acc_seg: 74.7856, loss: 0.7099 2023-11-13 21:08:25,710 - mmseg - INFO - Iter [27250/40000] lr: 3.188e-04, eta: 0:21:40, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7107, decode.acc_seg: 74.6873, loss: 0.7107 2023-11-13 21:08:30,576 - mmseg - INFO - Iter [27300/40000] lr: 3.175e-04, eta: 0:21:35, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7127, decode.acc_seg: 74.5898, loss: 0.7127 2023-11-13 21:08:35,444 - mmseg - INFO - Iter [27350/40000] lr: 3.163e-04, eta: 0:21:30, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6880, decode.acc_seg: 75.3588, loss: 0.6880 2023-11-13 21:08:40,315 - mmseg - INFO - Iter [27400/40000] lr: 3.150e-04, eta: 0:21:24, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7137, decode.acc_seg: 74.6851, loss: 0.7137 2023-11-13 21:08:45,191 - mmseg - INFO - Iter [27450/40000] lr: 3.138e-04, eta: 0:21:19, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7211, decode.acc_seg: 74.1083, loss: 0.7211 2023-11-13 21:08:50,066 - mmseg - INFO - Iter [27500/40000] lr: 3.125e-04, eta: 0:21:14, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7370, decode.acc_seg: 73.9499, loss: 0.7370 2023-11-13 21:08:54,928 - mmseg - INFO - Iter [27550/40000] lr: 3.113e-04, eta: 0:21:09, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6915, decode.acc_seg: 74.3824, loss: 0.6915 2023-11-13 21:08:59,802 - mmseg - INFO - Iter [27600/40000] lr: 3.100e-04, eta: 0:21:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7420, decode.acc_seg: 73.7083, loss: 0.7420 2023-11-13 21:09:04,671 - mmseg - INFO - Iter [27650/40000] lr: 3.088e-04, eta: 0:20:58, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7093, decode.acc_seg: 74.4487, loss: 0.7093 2023-11-13 21:09:09,541 - mmseg - INFO - Iter [27700/40000] lr: 3.075e-04, eta: 0:20:53, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7510, decode.acc_seg: 72.8912, loss: 0.7510 2023-11-13 21:09:14,413 - mmseg - INFO - Iter [27750/40000] lr: 3.063e-04, eta: 0:20:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7134, decode.acc_seg: 73.8096, loss: 0.7134 2023-11-13 21:09:21,531 - mmseg - INFO - Iter [27800/40000] lr: 3.050e-04, eta: 0:20:44, time: 0.142, data_time: 0.050, memory: 3271, decode.loss_ce: 0.6795, decode.acc_seg: 75.1189, loss: 0.6795 2023-11-13 21:09:26,405 - mmseg - INFO - Iter [27850/40000] lr: 3.038e-04, eta: 0:20:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6953, decode.acc_seg: 74.9587, loss: 0.6953 2023-11-13 21:09:31,272 - mmseg - INFO - Iter [27900/40000] lr: 3.025e-04, eta: 0:20:33, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7166, decode.acc_seg: 74.1538, loss: 0.7166 2023-11-13 21:09:36,143 - mmseg - INFO - Iter [27950/40000] lr: 3.013e-04, eta: 0:20:28, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7161, decode.acc_seg: 74.3909, loss: 0.7161 2023-11-13 21:09:41,011 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:09:41,011 - mmseg - INFO - Iter [28000/40000] lr: 3.000e-04, eta: 0:20:23, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6859, decode.acc_seg: 74.6947, loss: 0.6859 2023-11-13 21:09:45,878 - mmseg - INFO - Iter [28050/40000] lr: 2.988e-04, eta: 0:20:18, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7002, decode.acc_seg: 74.8115, loss: 0.7002 2023-11-13 21:09:50,750 - mmseg - INFO - Iter [28100/40000] lr: 2.975e-04, eta: 0:20:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7231, decode.acc_seg: 74.0952, loss: 0.7231 2023-11-13 21:09:55,628 - mmseg - INFO - Iter [28150/40000] lr: 2.963e-04, eta: 0:20:07, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7165, decode.acc_seg: 74.4152, loss: 0.7165 2023-11-13 21:10:00,489 - mmseg - INFO - Iter [28200/40000] lr: 2.950e-04, eta: 0:20:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7099, decode.acc_seg: 74.4390, loss: 0.7099 2023-11-13 21:10:05,363 - mmseg - INFO - Iter [28250/40000] lr: 2.938e-04, eta: 0:19:57, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7367, decode.acc_seg: 73.4760, loss: 0.7367 2023-11-13 21:10:10,233 - mmseg - INFO - Iter [28300/40000] lr: 2.925e-04, eta: 0:19:52, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7097, decode.acc_seg: 74.0437, loss: 0.7097 2023-11-13 21:10:15,102 - mmseg - INFO - Iter [28350/40000] lr: 2.913e-04, eta: 0:19:47, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7243, decode.acc_seg: 74.2888, loss: 0.7243 2023-11-13 21:10:19,976 - mmseg - INFO - Iter [28400/40000] lr: 2.900e-04, eta: 0:19:41, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6980, decode.acc_seg: 74.5705, loss: 0.6980 2023-11-13 21:10:24,846 - mmseg - INFO - Iter [28450/40000] lr: 2.888e-04, eta: 0:19:36, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6951, decode.acc_seg: 74.8167, loss: 0.6951 2023-11-13 21:10:29,725 - mmseg - INFO - Iter [28500/40000] lr: 2.875e-04, eta: 0:19:31, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7459, decode.acc_seg: 73.7723, loss: 0.7459 2023-11-13 21:10:34,607 - mmseg - INFO - Iter [28550/40000] lr: 2.863e-04, eta: 0:19:26, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7074, decode.acc_seg: 74.5819, loss: 0.7074 2023-11-13 21:10:39,479 - mmseg - INFO - Iter [28600/40000] lr: 2.850e-04, eta: 0:19:21, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7103, decode.acc_seg: 74.5616, loss: 0.7103 2023-11-13 21:10:44,362 - mmseg - INFO - Iter [28650/40000] lr: 2.838e-04, eta: 0:19:16, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6907, decode.acc_seg: 75.0769, loss: 0.6907 2023-11-13 21:10:49,233 - mmseg - INFO - Iter [28700/40000] lr: 2.825e-04, eta: 0:19:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7259, decode.acc_seg: 74.7476, loss: 0.7259 2023-11-13 21:10:54,119 - mmseg - INFO - Iter [28750/40000] lr: 2.813e-04, eta: 0:19:05, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7003, decode.acc_seg: 74.8477, loss: 0.7003 2023-11-13 21:10:58,997 - mmseg - INFO - Iter [28800/40000] lr: 2.800e-04, eta: 0:19:00, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7050, decode.acc_seg: 74.3063, loss: 0.7050 2023-11-13 21:11:03,861 - mmseg - INFO - Iter [28850/40000] lr: 2.788e-04, eta: 0:18:55, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7069, decode.acc_seg: 74.9732, loss: 0.7069 2023-11-13 21:11:08,722 - mmseg - INFO - Iter [28900/40000] lr: 2.775e-04, eta: 0:18:50, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7251, decode.acc_seg: 74.0857, loss: 0.7251 2023-11-13 21:11:13,590 - mmseg - INFO - Iter [28950/40000] lr: 2.763e-04, eta: 0:18:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7060, decode.acc_seg: 74.1319, loss: 0.7060 2023-11-13 21:11:18,455 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:11:18,455 - mmseg - INFO - Iter [29000/40000] lr: 2.750e-04, eta: 0:18:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7197, decode.acc_seg: 73.6537, loss: 0.7197 2023-11-13 21:11:25,509 - mmseg - INFO - Iter [29050/40000] lr: 2.738e-04, eta: 0:18:35, time: 0.141, data_time: 0.048, memory: 3271, decode.loss_ce: 0.6927, decode.acc_seg: 74.7279, loss: 0.6927 2023-11-13 21:11:30,379 - mmseg - INFO - Iter [29100/40000] lr: 2.725e-04, eta: 0:18:30, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6867, decode.acc_seg: 74.5898, loss: 0.6867 2023-11-13 21:11:35,249 - mmseg - INFO - Iter [29150/40000] lr: 2.713e-04, eta: 0:18:25, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7145, decode.acc_seg: 74.1297, loss: 0.7145 2023-11-13 21:11:40,118 - mmseg - INFO - Iter [29200/40000] lr: 2.700e-04, eta: 0:18:19, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7101, decode.acc_seg: 74.4134, loss: 0.7101 2023-11-13 21:11:44,988 - mmseg - INFO - Iter [29250/40000] lr: 2.688e-04, eta: 0:18:14, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7116, decode.acc_seg: 74.4186, loss: 0.7116 2023-11-13 21:11:49,862 - mmseg - INFO - Iter [29300/40000] lr: 2.675e-04, eta: 0:18:09, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6740, decode.acc_seg: 75.9555, loss: 0.6740 2023-11-13 21:11:54,734 - mmseg - INFO - Iter [29350/40000] lr: 2.663e-04, eta: 0:18:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7241, decode.acc_seg: 74.6351, loss: 0.7241 2023-11-13 21:11:59,608 - mmseg - INFO - Iter [29400/40000] lr: 2.650e-04, eta: 0:17:59, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6789, decode.acc_seg: 75.1622, loss: 0.6789 2023-11-13 21:12:04,486 - mmseg - INFO - Iter [29450/40000] lr: 2.638e-04, eta: 0:17:54, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7191, decode.acc_seg: 74.2447, loss: 0.7191 2023-11-13 21:12:09,345 - mmseg - INFO - Iter [29500/40000] lr: 2.625e-04, eta: 0:17:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6967, decode.acc_seg: 74.5809, loss: 0.6967 2023-11-13 21:12:14,215 - mmseg - INFO - Iter [29550/40000] lr: 2.613e-04, eta: 0:17:43, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6853, decode.acc_seg: 74.9220, loss: 0.6853 2023-11-13 21:12:19,076 - mmseg - INFO - Iter [29600/40000] lr: 2.600e-04, eta: 0:17:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7080, decode.acc_seg: 74.8851, loss: 0.7080 2023-11-13 21:12:23,949 - mmseg - INFO - Iter [29650/40000] lr: 2.588e-04, eta: 0:17:33, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7473, decode.acc_seg: 73.2339, loss: 0.7473 2023-11-13 21:12:28,820 - mmseg - INFO - Iter [29700/40000] lr: 2.575e-04, eta: 0:17:28, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7109, decode.acc_seg: 74.5040, loss: 0.7109 2023-11-13 21:12:33,688 - mmseg - INFO - Iter [29750/40000] lr: 2.563e-04, eta: 0:17:23, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7031, decode.acc_seg: 74.2788, loss: 0.7031 2023-11-13 21:12:38,563 - mmseg - INFO - Iter [29800/40000] lr: 2.550e-04, eta: 0:17:17, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7110, decode.acc_seg: 74.4976, loss: 0.7110 2023-11-13 21:12:43,445 - mmseg - INFO - Iter [29850/40000] lr: 2.538e-04, eta: 0:17:12, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7171, decode.acc_seg: 74.6239, loss: 0.7171 2023-11-13 21:12:48,308 - mmseg - INFO - Iter [29900/40000] lr: 2.525e-04, eta: 0:17:07, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7260, decode.acc_seg: 73.8968, loss: 0.7260 2023-11-13 21:12:53,179 - mmseg - INFO - Iter [29950/40000] lr: 2.513e-04, eta: 0:17:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6882, decode.acc_seg: 75.7205, loss: 0.6882 2023-11-13 21:12:58,001 - mmseg - INFO - Saving checkpoint at 30000 iterations 2023-11-13 21:12:58,063 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:12:58,063 - mmseg - INFO - Iter [30000/40000] lr: 2.500e-04, eta: 0:16:57, time: 0.099, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7216, decode.acc_seg: 73.9060, loss: 0.7216 2023-11-13 21:13:11,775 - mmseg - INFO - per class results: 2023-11-13 21:13:11,780 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 65.06 | 82.15 | | building | 75.27 | 90.03 | | sky | 87.18 | 94.2 | | floor | 72.06 | 85.47 | | tree | 67.01 | 83.12 | | ceiling | 71.29 | 81.33 | | road | 75.13 | 85.51 | | bed | 80.57 | 92.81 | | windowpane | 52.21 | 68.4 | | grass | 59.93 | 80.03 | | cabinet | 49.2 | 60.74 | | sidewalk | 52.35 | 71.33 | | person | 73.56 | 87.45 | | earth | 31.55 | 42.57 | | door | 28.52 | 39.04 | | table | 45.41 | 63.5 | | mountain | 51.92 | 63.69 | | plant | 43.85 | 53.45 | | curtain | 62.93 | 73.81 | | chair | 45.07 | 57.78 | | car | 76.83 | 90.82 | | water | 53.93 | 69.77 | | painting | 56.06 | 75.97 | | sofa | 56.13 | 82.59 | | shelf | 31.62 | 44.55 | | house | 42.66 | 58.42 | | sea | 55.3 | 74.92 | | mirror | 37.94 | 44.13 | | rug | 43.05 | 46.95 | | field | 30.24 | 49.65 | | armchair | 26.11 | 34.84 | | seat | 55.31 | 72.07 | | fence | 33.83 | 46.34 | | desk | 32.97 | 51.71 | | rock | 42.46 | 65.19 | | wardrobe | 45.68 | 60.65 | | lamp | 47.09 | 59.67 | | bathtub | 56.06 | 70.83 | | railing | 29.64 | 39.19 | | cushion | 45.83 | 63.53 | | base | 12.08 | 18.13 | | box | 18.88 | 24.65 | | column | 31.29 | 37.36 | | signboard | 27.64 | 39.13 | | chest of drawers | 35.51 | 57.83 | | counter | 30.17 | 41.81 | | sand | 42.91 | 61.16 | | sink | 58.36 | 69.25 | | skyscraper | 51.15 | 66.28 | | fireplace | 60.83 | 77.53 | | refrigerator | 53.85 | 65.22 | | grandstand | 39.22 | 67.48 | | path | 16.63 | 22.24 | | stairs | 19.11 | 22.36 | | runway | 62.06 | 80.74 | | case | 40.62 | 62.51 | | pool table | 82.96 | 97.22 | | pillow | 41.0 | 45.22 | | screen door | 41.46 | 58.01 | | stairway | 31.23 | 46.64 | | river | 12.26 | 21.6 | | bridge | 43.41 | 56.29 | | bookcase | 35.34 | 49.21 | | blind | 24.3 | 26.49 | | coffee table | 50.32 | 71.49 | | toilet | 72.93 | 83.75 | | flower | 31.43 | 54.54 | | book | 40.57 | 56.12 | | hill | 8.9 | 17.55 | | bench | 38.62 | 44.64 | | countertop | 45.94 | 57.52 | | stove | 57.14 | 68.19 | | palm | 46.48 | 70.17 | | kitchen island | 27.48 | 60.57 | | computer | 59.53 | 77.63 | | swivel chair | 35.96 | 61.88 | | boat | 53.88 | 64.66 | | bar | 46.19 | 60.84 | | arcade machine | 48.02 | 54.88 | | hovel | 37.32 | 44.24 | | bus | 81.25 | 87.69 | | towel | 53.7 | 68.27 | | light | 35.81 | 43.2 | | truck | 26.97 | 37.2 | | tower | 19.53 | 34.14 | | chandelier | 55.54 | 71.88 | | awning | 20.83 | 25.75 | | streetlight | 17.4 | 21.91 | | booth | 32.88 | 44.76 | | television receiver | 56.26 | 68.65 | | airplane | 49.05 | 63.01 | | dirt track | 6.46 | 15.29 | | apparel | 24.52 | 34.29 | | pole | 12.14 | 14.98 | | land | 2.74 | 3.31 | | bannister | 9.6 | 12.46 | | escalator | 47.84 | 75.66 | | ottoman | 28.37 | 39.76 | | bottle | 23.62 | 30.01 | | buffet | 38.03 | 55.56 | | poster | 4.72 | 5.55 | | stage | 11.69 | 15.79 | | van | 19.77 | 25.01 | | ship | 10.88 | 13.33 | | fountain | 21.49 | 23.49 | | conveyer belt | 67.6 | 90.19 | | canopy | 30.28 | 43.52 | | washer | 71.65 | 81.53 | | plaything | 17.53 | 29.44 | | swimming pool | 50.37 | 68.76 | | stool | 27.13 | 36.9 | | barrel | 33.77 | 47.49 | | basket | 27.77 | 41.56 | | waterfall | 60.5 | 69.57 | | tent | 84.2 | 99.1 | | bag | 11.36 | 13.08 | | minibike | 65.51 | 81.96 | | cradle | 65.63 | 87.6 | | oven | 31.7 | 52.54 | | ball | 46.84 | 65.49 | | food | 45.72 | 54.99 | | step | 2.48 | 2.9 | | tank | 46.18 | 57.46 | | trade name | 17.68 | 19.64 | | microwave | 75.54 | 86.67 | | pot | 24.36 | 26.99 | | animal | 36.44 | 39.64 | | bicycle | 55.35 | 79.53 | | lake | 26.41 | 28.22 | | dishwasher | 36.84 | 44.28 | | screen | 53.67 | 82.25 | | blanket | 9.59 | 10.72 | | sculpture | 38.6 | 51.95 | | hood | 35.7 | 39.55 | | sconce | 19.6 | 23.66 | | vase | 24.35 | 37.75 | | traffic light | 25.08 | 46.21 | | tray | 8.05 | 10.01 | | ashcan | 35.61 | 46.38 | | fan | 46.31 | 56.04 | | pier | 25.04 | 35.6 | | crt screen | 5.78 | 12.31 | | plate | 49.71 | 66.01 | | monitor | 25.02 | 32.87 | | bulletin board | 34.79 | 44.04 | | shower | 0.22 | 0.29 | | radiator | 56.21 | 64.14 | | glass | 12.23 | 13.17 | | clock | 20.87 | 25.53 | | flag | 39.27 | 46.99 | +---------------------+-------+-------+ 2023-11-13 21:13:11,780 - mmseg - INFO - Summary: 2023-11-13 21:13:11,780 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 76.37 | 40.25 | 52.31 | +-------+-------+-------+ 2023-11-13 21:13:11,781 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:13:11,781 - mmseg - INFO - Iter(val) [250] aAcc: 0.7637, mIoU: 0.4025, mAcc: 0.5231, IoU.wall: 0.6506, IoU.building: 0.7527, IoU.sky: 0.8718, IoU.floor: 0.7206, IoU.tree: 0.6701, IoU.ceiling: 0.7129, IoU.road: 0.7513, IoU.bed : 0.8057, IoU.windowpane: 0.5221, IoU.grass: 0.5993, IoU.cabinet: 0.4920, IoU.sidewalk: 0.5235, IoU.person: 0.7356, IoU.earth: 0.3155, IoU.door: 0.2852, IoU.table: 0.4541, IoU.mountain: 0.5192, IoU.plant: 0.4385, IoU.curtain: 0.6293, IoU.chair: 0.4507, IoU.car: 0.7683, IoU.water: 0.5393, IoU.painting: 0.5606, IoU.sofa: 0.5613, IoU.shelf: 0.3162, IoU.house: 0.4266, IoU.sea: 0.5530, IoU.mirror: 0.3794, IoU.rug: 0.4305, IoU.field: 0.3024, IoU.armchair: 0.2611, IoU.seat: 0.5531, IoU.fence: 0.3383, IoU.desk: 0.3297, IoU.rock: 0.4246, IoU.wardrobe: 0.4568, IoU.lamp: 0.4709, IoU.bathtub: 0.5606, IoU.railing: 0.2964, IoU.cushion: 0.4583, IoU.base: 0.1208, IoU.box: 0.1888, IoU.column: 0.3129, IoU.signboard: 0.2764, IoU.chest of drawers: 0.3551, IoU.counter: 0.3017, IoU.sand: 0.4291, IoU.sink: 0.5836, IoU.skyscraper: 0.5115, IoU.fireplace: 0.6083, IoU.refrigerator: 0.5385, IoU.grandstand: 0.3922, IoU.path: 0.1663, IoU.stairs: 0.1911, IoU.runway: 0.6206, IoU.case: 0.4062, IoU.pool table: 0.8296, IoU.pillow: 0.4100, IoU.screen door: 0.4146, IoU.stairway: 0.3123, IoU.river: 0.1226, IoU.bridge: 0.4341, IoU.bookcase: 0.3534, IoU.blind: 0.2430, IoU.coffee table: 0.5032, IoU.toilet: 0.7293, IoU.flower: 0.3143, IoU.book: 0.4057, IoU.hill: 0.0890, IoU.bench: 0.3862, IoU.countertop: 0.4594, IoU.stove: 0.5714, IoU.palm: 0.4648, IoU.kitchen island: 0.2748, IoU.computer: 0.5953, IoU.swivel chair: 0.3596, IoU.boat: 0.5388, IoU.bar: 0.4619, IoU.arcade machine: 0.4802, IoU.hovel: 0.3732, IoU.bus: 0.8125, IoU.towel: 0.5370, IoU.light: 0.3581, IoU.truck: 0.2697, IoU.tower: 0.1953, IoU.chandelier: 0.5554, IoU.awning: 0.2083, IoU.streetlight: 0.1740, IoU.booth: 0.3288, IoU.television receiver: 0.5626, IoU.airplane: 0.4905, IoU.dirt track: 0.0646, IoU.apparel: 0.2452, IoU.pole: 0.1214, IoU.land: 0.0274, IoU.bannister: 0.0960, IoU.escalator: 0.4784, IoU.ottoman: 0.2837, IoU.bottle: 0.2362, IoU.buffet: 0.3803, IoU.poster: 0.0472, IoU.stage: 0.1169, IoU.van: 0.1977, IoU.ship: 0.1088, IoU.fountain: 0.2149, IoU.conveyer belt: 0.6760, IoU.canopy: 0.3028, IoU.washer: 0.7165, IoU.plaything: 0.1753, IoU.swimming pool: 0.5037, IoU.stool: 0.2713, IoU.barrel: 0.3377, IoU.basket: 0.2777, IoU.waterfall: 0.6050, IoU.tent: 0.8420, IoU.bag: 0.1136, IoU.minibike: 0.6551, IoU.cradle: 0.6563, IoU.oven: 0.3170, IoU.ball: 0.4684, IoU.food: 0.4572, IoU.step: 0.0248, IoU.tank: 0.4618, IoU.trade name: 0.1768, IoU.microwave: 0.7554, IoU.pot: 0.2436, IoU.animal: 0.3644, IoU.bicycle: 0.5535, IoU.lake: 0.2641, IoU.dishwasher: 0.3684, IoU.screen: 0.5367, IoU.blanket: 0.0959, IoU.sculpture: 0.3860, IoU.hood: 0.3570, IoU.sconce: 0.1960, IoU.vase: 0.2435, IoU.traffic light: 0.2508, IoU.tray: 0.0805, IoU.ashcan: 0.3561, IoU.fan: 0.4631, IoU.pier: 0.2504, IoU.crt screen: 0.0578, IoU.plate: 0.4971, IoU.monitor: 0.2502, IoU.bulletin board: 0.3479, IoU.shower: 0.0022, IoU.radiator: 0.5621, IoU.glass: 0.1223, IoU.clock: 0.2087, IoU.flag: 0.3927, Acc.wall: 0.8215, Acc.building: 0.9003, Acc.sky: 0.9420, Acc.floor: 0.8547, Acc.tree: 0.8312, Acc.ceiling: 0.8133, Acc.road: 0.8551, Acc.bed : 0.9281, Acc.windowpane: 0.6840, Acc.grass: 0.8003, Acc.cabinet: 0.6074, Acc.sidewalk: 0.7133, Acc.person: 0.8745, Acc.earth: 0.4257, Acc.door: 0.3904, Acc.table: 0.6350, Acc.mountain: 0.6369, Acc.plant: 0.5345, Acc.curtain: 0.7381, Acc.chair: 0.5778, Acc.car: 0.9082, Acc.water: 0.6977, Acc.painting: 0.7597, Acc.sofa: 0.8259, Acc.shelf: 0.4455, Acc.house: 0.5842, Acc.sea: 0.7492, Acc.mirror: 0.4413, Acc.rug: 0.4695, Acc.field: 0.4965, Acc.armchair: 0.3484, Acc.seat: 0.7207, Acc.fence: 0.4634, Acc.desk: 0.5171, Acc.rock: 0.6519, Acc.wardrobe: 0.6065, Acc.lamp: 0.5967, Acc.bathtub: 0.7083, Acc.railing: 0.3919, Acc.cushion: 0.6353, Acc.base: 0.1813, Acc.box: 0.2465, Acc.column: 0.3736, Acc.signboard: 0.3913, Acc.chest of drawers: 0.5783, Acc.counter: 0.4181, Acc.sand: 0.6116, Acc.sink: 0.6925, Acc.skyscraper: 0.6628, Acc.fireplace: 0.7753, Acc.refrigerator: 0.6522, Acc.grandstand: 0.6748, Acc.path: 0.2224, Acc.stairs: 0.2236, Acc.runway: 0.8074, Acc.case: 0.6251, Acc.pool table: 0.9722, Acc.pillow: 0.4522, Acc.screen door: 0.5801, Acc.stairway: 0.4664, Acc.river: 0.2160, Acc.bridge: 0.5629, Acc.bookcase: 0.4921, Acc.blind: 0.2649, Acc.coffee table: 0.7149, Acc.toilet: 0.8375, Acc.flower: 0.5454, Acc.book: 0.5612, Acc.hill: 0.1755, Acc.bench: 0.4464, Acc.countertop: 0.5752, Acc.stove: 0.6819, Acc.palm: 0.7017, Acc.kitchen island: 0.6057, Acc.computer: 0.7763, Acc.swivel chair: 0.6188, Acc.boat: 0.6466, Acc.bar: 0.6084, Acc.arcade machine: 0.5488, Acc.hovel: 0.4424, Acc.bus: 0.8769, Acc.towel: 0.6827, Acc.light: 0.4320, Acc.truck: 0.3720, Acc.tower: 0.3414, Acc.chandelier: 0.7188, Acc.awning: 0.2575, Acc.streetlight: 0.2191, Acc.booth: 0.4476, Acc.television receiver: 0.6865, Acc.airplane: 0.6301, Acc.dirt track: 0.1529, Acc.apparel: 0.3429, Acc.pole: 0.1498, Acc.land: 0.0331, Acc.bannister: 0.1246, Acc.escalator: 0.7566, Acc.ottoman: 0.3976, Acc.bottle: 0.3001, Acc.buffet: 0.5556, Acc.poster: 0.0555, Acc.stage: 0.1579, Acc.van: 0.2501, Acc.ship: 0.1333, Acc.fountain: 0.2349, Acc.conveyer belt: 0.9019, Acc.canopy: 0.4352, Acc.washer: 0.8153, Acc.plaything: 0.2944, Acc.swimming pool: 0.6876, Acc.stool: 0.3690, Acc.barrel: 0.4749, Acc.basket: 0.4156, Acc.waterfall: 0.6957, Acc.tent: 0.9910, Acc.bag: 0.1308, Acc.minibike: 0.8196, Acc.cradle: 0.8760, Acc.oven: 0.5254, Acc.ball: 0.6549, Acc.food: 0.5499, Acc.step: 0.0290, Acc.tank: 0.5746, Acc.trade name: 0.1964, Acc.microwave: 0.8667, Acc.pot: 0.2699, Acc.animal: 0.3964, Acc.bicycle: 0.7953, Acc.lake: 0.2822, Acc.dishwasher: 0.4428, Acc.screen: 0.8225, Acc.blanket: 0.1072, Acc.sculpture: 0.5195, Acc.hood: 0.3955, Acc.sconce: 0.2366, Acc.vase: 0.3775, Acc.traffic light: 0.4621, Acc.tray: 0.1001, Acc.ashcan: 0.4638, Acc.fan: 0.5604, Acc.pier: 0.3560, Acc.crt screen: 0.1231, Acc.plate: 0.6601, Acc.monitor: 0.3287, Acc.bulletin board: 0.4404, Acc.shower: 0.0029, Acc.radiator: 0.6414, Acc.glass: 0.1317, Acc.clock: 0.2553, Acc.flag: 0.4699 2023-11-13 21:13:16,659 - mmseg - INFO - Iter [30050/40000] lr: 2.488e-04, eta: 0:16:56, time: 0.371, data_time: 0.277, memory: 3271, decode.loss_ce: 0.6894, decode.acc_seg: 75.2773, loss: 0.6894 2023-11-13 21:13:21,532 - mmseg - INFO - Iter [30100/40000] lr: 2.475e-04, eta: 0:16:51, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6912, decode.acc_seg: 74.8247, loss: 0.6912 2023-11-13 21:13:26,414 - mmseg - INFO - Iter [30150/40000] lr: 2.463e-04, eta: 0:16:46, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7197, decode.acc_seg: 74.1067, loss: 0.7197 2023-11-13 21:13:31,290 - mmseg - INFO - Iter [30200/40000] lr: 2.450e-04, eta: 0:16:41, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7142, decode.acc_seg: 74.4776, loss: 0.7142 2023-11-13 21:13:36,160 - mmseg - INFO - Iter [30250/40000] lr: 2.438e-04, eta: 0:16:35, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6991, decode.acc_seg: 74.4913, loss: 0.6991 2023-11-13 21:13:41,027 - mmseg - INFO - Iter [30300/40000] lr: 2.425e-04, eta: 0:16:30, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7368, decode.acc_seg: 73.5001, loss: 0.7368 2023-11-13 21:13:48,160 - mmseg - INFO - Iter [30350/40000] lr: 2.413e-04, eta: 0:16:26, time: 0.143, data_time: 0.047, memory: 3271, decode.loss_ce: 0.7202, decode.acc_seg: 74.1353, loss: 0.7202 2023-11-13 21:13:53,030 - mmseg - INFO - Iter [30400/40000] lr: 2.400e-04, eta: 0:16:21, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7220, decode.acc_seg: 73.8104, loss: 0.7220 2023-11-13 21:13:57,895 - mmseg - INFO - Iter [30450/40000] lr: 2.388e-04, eta: 0:16:15, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7055, decode.acc_seg: 74.5684, loss: 0.7055 2023-11-13 21:14:02,785 - mmseg - INFO - Iter [30500/40000] lr: 2.375e-04, eta: 0:16:10, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7164, decode.acc_seg: 74.7146, loss: 0.7164 2023-11-13 21:14:07,657 - mmseg - INFO - Iter [30550/40000] lr: 2.363e-04, eta: 0:16:05, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6930, decode.acc_seg: 74.8598, loss: 0.6930 2023-11-13 21:14:12,527 - mmseg - INFO - Iter [30600/40000] lr: 2.350e-04, eta: 0:16:00, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7008, decode.acc_seg: 74.6041, loss: 0.7008 2023-11-13 21:14:17,398 - mmseg - INFO - Iter [30650/40000] lr: 2.338e-04, eta: 0:15:55, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6971, decode.acc_seg: 74.4734, loss: 0.6971 2023-11-13 21:14:22,271 - mmseg - INFO - Iter [30700/40000] lr: 2.325e-04, eta: 0:15:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7176, decode.acc_seg: 73.9559, loss: 0.7176 2023-11-13 21:14:27,140 - mmseg - INFO - Iter [30750/40000] lr: 2.313e-04, eta: 0:15:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6891, decode.acc_seg: 74.9533, loss: 0.6891 2023-11-13 21:14:32,009 - mmseg - INFO - Iter [30800/40000] lr: 2.300e-04, eta: 0:15:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7235, decode.acc_seg: 74.4536, loss: 0.7235 2023-11-13 21:14:36,871 - mmseg - INFO - Iter [30850/40000] lr: 2.288e-04, eta: 0:15:34, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7500, decode.acc_seg: 73.7815, loss: 0.7500 2023-11-13 21:14:41,761 - mmseg - INFO - Iter [30900/40000] lr: 2.275e-04, eta: 0:15:29, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7002, decode.acc_seg: 74.5550, loss: 0.7002 2023-11-13 21:14:46,629 - mmseg - INFO - Iter [30950/40000] lr: 2.263e-04, eta: 0:15:24, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6963, decode.acc_seg: 75.0929, loss: 0.6963 2023-11-13 21:14:51,496 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:14:51,496 - mmseg - INFO - Iter [31000/40000] lr: 2.250e-04, eta: 0:15:18, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7134, decode.acc_seg: 75.1289, loss: 0.7134 2023-11-13 21:14:56,377 - mmseg - INFO - Iter [31050/40000] lr: 2.238e-04, eta: 0:15:13, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7374, decode.acc_seg: 73.6783, loss: 0.7374 2023-11-13 21:15:01,265 - mmseg - INFO - Iter [31100/40000] lr: 2.225e-04, eta: 0:15:08, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7206, decode.acc_seg: 74.3898, loss: 0.7206 2023-11-13 21:15:06,133 - mmseg - INFO - Iter [31150/40000] lr: 2.213e-04, eta: 0:15:03, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7056, decode.acc_seg: 74.7369, loss: 0.7056 2023-11-13 21:15:11,005 - mmseg - INFO - Iter [31200/40000] lr: 2.200e-04, eta: 0:14:58, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7019, decode.acc_seg: 75.1710, loss: 0.7019 2023-11-13 21:15:15,877 - mmseg - INFO - Iter [31250/40000] lr: 2.188e-04, eta: 0:14:53, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7086, decode.acc_seg: 74.5204, loss: 0.7086 2023-11-13 21:15:20,758 - mmseg - INFO - Iter [31300/40000] lr: 2.175e-04, eta: 0:14:47, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7214, decode.acc_seg: 74.3560, loss: 0.7214 2023-11-13 21:15:25,633 - mmseg - INFO - Iter [31350/40000] lr: 2.163e-04, eta: 0:14:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6930, decode.acc_seg: 74.6830, loss: 0.6930 2023-11-13 21:15:30,505 - mmseg - INFO - Iter [31400/40000] lr: 2.150e-04, eta: 0:14:37, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7183, decode.acc_seg: 73.9771, loss: 0.7183 2023-11-13 21:15:35,369 - mmseg - INFO - Iter [31450/40000] lr: 2.138e-04, eta: 0:14:32, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6857, decode.acc_seg: 75.0949, loss: 0.6857 2023-11-13 21:15:40,237 - mmseg - INFO - Iter [31500/40000] lr: 2.125e-04, eta: 0:14:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7089, decode.acc_seg: 74.1603, loss: 0.7089 2023-11-13 21:15:45,113 - mmseg - INFO - Iter [31550/40000] lr: 2.113e-04, eta: 0:14:22, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7256, decode.acc_seg: 73.8685, loss: 0.7256 2023-11-13 21:15:52,169 - mmseg - INFO - Iter [31600/40000] lr: 2.100e-04, eta: 0:14:17, time: 0.141, data_time: 0.047, memory: 3271, decode.loss_ce: 0.6861, decode.acc_seg: 74.3907, loss: 0.6861 2023-11-13 21:15:57,041 - mmseg - INFO - Iter [31650/40000] lr: 2.088e-04, eta: 0:14:12, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7061, decode.acc_seg: 75.0803, loss: 0.7061 2023-11-13 21:16:01,905 - mmseg - INFO - Iter [31700/40000] lr: 2.075e-04, eta: 0:14:07, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7104, decode.acc_seg: 74.7825, loss: 0.7104 2023-11-13 21:16:06,777 - mmseg - INFO - Iter [31750/40000] lr: 2.063e-04, eta: 0:14:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6997, decode.acc_seg: 74.5519, loss: 0.6997 2023-11-13 21:16:11,642 - mmseg - INFO - Iter [31800/40000] lr: 2.050e-04, eta: 0:13:56, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7086, decode.acc_seg: 74.6199, loss: 0.7086 2023-11-13 21:16:16,515 - mmseg - INFO - Iter [31850/40000] lr: 2.038e-04, eta: 0:13:51, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6641, decode.acc_seg: 75.7966, loss: 0.6641 2023-11-13 21:16:21,377 - mmseg - INFO - Iter [31900/40000] lr: 2.025e-04, eta: 0:13:46, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7276, decode.acc_seg: 73.6523, loss: 0.7276 2023-11-13 21:16:26,247 - mmseg - INFO - Iter [31950/40000] lr: 2.013e-04, eta: 0:13:41, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6864, decode.acc_seg: 74.5432, loss: 0.6864 2023-11-13 21:16:31,110 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:16:31,110 - mmseg - INFO - Iter [32000/40000] lr: 2.000e-04, eta: 0:13:36, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6973, decode.acc_seg: 74.9834, loss: 0.6973 2023-11-13 21:16:35,974 - mmseg - INFO - Iter [32050/40000] lr: 1.988e-04, eta: 0:13:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7145, decode.acc_seg: 74.2563, loss: 0.7145 2023-11-13 21:16:40,847 - mmseg - INFO - Iter [32100/40000] lr: 1.975e-04, eta: 0:13:25, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7228, decode.acc_seg: 74.2875, loss: 0.7228 2023-11-13 21:16:45,712 - mmseg - INFO - Iter [32150/40000] lr: 1.963e-04, eta: 0:13:20, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6999, decode.acc_seg: 74.9681, loss: 0.6999 2023-11-13 21:16:50,580 - mmseg - INFO - Iter [32200/40000] lr: 1.950e-04, eta: 0:13:15, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6908, decode.acc_seg: 75.9503, loss: 0.6908 2023-11-13 21:16:55,448 - mmseg - INFO - Iter [32250/40000] lr: 1.938e-04, eta: 0:13:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7106, decode.acc_seg: 74.4935, loss: 0.7106 2023-11-13 21:17:00,309 - mmseg - INFO - Iter [32300/40000] lr: 1.925e-04, eta: 0:13:05, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6904, decode.acc_seg: 75.1344, loss: 0.6904 2023-11-13 21:17:05,179 - mmseg - INFO - Iter [32350/40000] lr: 1.913e-04, eta: 0:13:00, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7136, decode.acc_seg: 74.0813, loss: 0.7136 2023-11-13 21:17:10,044 - mmseg - INFO - Iter [32400/40000] lr: 1.900e-04, eta: 0:12:54, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7073, decode.acc_seg: 74.4845, loss: 0.7073 2023-11-13 21:17:14,907 - mmseg - INFO - Iter [32450/40000] lr: 1.888e-04, eta: 0:12:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7023, decode.acc_seg: 74.8827, loss: 0.7023 2023-11-13 21:17:19,781 - mmseg - INFO - Iter [32500/40000] lr: 1.875e-04, eta: 0:12:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7392, decode.acc_seg: 73.7737, loss: 0.7392 2023-11-13 21:17:24,653 - mmseg - INFO - Iter [32550/40000] lr: 1.863e-04, eta: 0:12:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7101, decode.acc_seg: 74.9063, loss: 0.7101 2023-11-13 21:17:29,519 - mmseg - INFO - Iter [32600/40000] lr: 1.850e-04, eta: 0:12:34, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7076, decode.acc_seg: 74.6818, loss: 0.7076 2023-11-13 21:17:34,402 - mmseg - INFO - Iter [32650/40000] lr: 1.838e-04, eta: 0:12:29, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7248, decode.acc_seg: 73.9167, loss: 0.7248 2023-11-13 21:17:39,264 - mmseg - INFO - Iter [32700/40000] lr: 1.825e-04, eta: 0:12:24, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7127, decode.acc_seg: 74.8620, loss: 0.7127 2023-11-13 21:17:44,137 - mmseg - INFO - Iter [32750/40000] lr: 1.813e-04, eta: 0:12:18, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6963, decode.acc_seg: 74.4778, loss: 0.6963 2023-11-13 21:17:49,000 - mmseg - INFO - Iter [32800/40000] lr: 1.800e-04, eta: 0:12:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7212, decode.acc_seg: 74.0680, loss: 0.7212 2023-11-13 21:17:56,167 - mmseg - INFO - Iter [32850/40000] lr: 1.788e-04, eta: 0:12:09, time: 0.143, data_time: 0.050, memory: 3271, decode.loss_ce: 0.7068, decode.acc_seg: 74.2022, loss: 0.7068 2023-11-13 21:18:01,035 - mmseg - INFO - Iter [32900/40000] lr: 1.775e-04, eta: 0:12:03, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7207, decode.acc_seg: 73.9546, loss: 0.7207 2023-11-13 21:18:05,921 - mmseg - INFO - Iter [32950/40000] lr: 1.763e-04, eta: 0:11:58, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6699, decode.acc_seg: 75.5175, loss: 0.6699 2023-11-13 21:18:10,802 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:18:10,802 - mmseg - INFO - Iter [33000/40000] lr: 1.750e-04, eta: 0:11:53, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6775, decode.acc_seg: 75.4926, loss: 0.6775 2023-11-13 21:18:15,668 - mmseg - INFO - Iter [33050/40000] lr: 1.738e-04, eta: 0:11:48, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6828, decode.acc_seg: 75.2603, loss: 0.6828 2023-11-13 21:18:20,530 - mmseg - INFO - Iter [33100/40000] lr: 1.725e-04, eta: 0:11:43, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7002, decode.acc_seg: 74.2468, loss: 0.7002 2023-11-13 21:18:25,391 - mmseg - INFO - Iter [33150/40000] lr: 1.713e-04, eta: 0:11:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7157, decode.acc_seg: 74.4687, loss: 0.7157 2023-11-13 21:18:30,260 - mmseg - INFO - Iter [33200/40000] lr: 1.700e-04, eta: 0:11:33, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7227, decode.acc_seg: 74.0348, loss: 0.7227 2023-11-13 21:18:35,130 - mmseg - INFO - Iter [33250/40000] lr: 1.688e-04, eta: 0:11:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7269, decode.acc_seg: 74.2269, loss: 0.7269 2023-11-13 21:18:39,994 - mmseg - INFO - Iter [33300/40000] lr: 1.675e-04, eta: 0:11:22, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6720, decode.acc_seg: 75.2410, loss: 0.6720 2023-11-13 21:18:44,873 - mmseg - INFO - Iter [33350/40000] lr: 1.663e-04, eta: 0:11:17, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7073, decode.acc_seg: 74.5451, loss: 0.7073 2023-11-13 21:18:49,752 - mmseg - INFO - Iter [33400/40000] lr: 1.650e-04, eta: 0:11:12, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7073, decode.acc_seg: 74.6962, loss: 0.7073 2023-11-13 21:18:54,616 - mmseg - INFO - Iter [33450/40000] lr: 1.638e-04, eta: 0:11:07, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6666, decode.acc_seg: 76.1290, loss: 0.6666 2023-11-13 21:18:59,487 - mmseg - INFO - Iter [33500/40000] lr: 1.625e-04, eta: 0:11:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6877, decode.acc_seg: 75.6461, loss: 0.6877 2023-11-13 21:19:04,353 - mmseg - INFO - Iter [33550/40000] lr: 1.613e-04, eta: 0:10:57, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6800, decode.acc_seg: 74.9031, loss: 0.6800 2023-11-13 21:19:09,215 - mmseg - INFO - Iter [33600/40000] lr: 1.600e-04, eta: 0:10:51, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7186, decode.acc_seg: 74.1096, loss: 0.7186 2023-11-13 21:19:14,077 - mmseg - INFO - Iter [33650/40000] lr: 1.588e-04, eta: 0:10:46, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6793, decode.acc_seg: 75.0959, loss: 0.6793 2023-11-13 21:19:18,954 - mmseg - INFO - Iter [33700/40000] lr: 1.575e-04, eta: 0:10:41, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7015, decode.acc_seg: 74.1008, loss: 0.7015 2023-11-13 21:19:23,820 - mmseg - INFO - Iter [33750/40000] lr: 1.563e-04, eta: 0:10:36, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7271, decode.acc_seg: 74.3029, loss: 0.7271 2023-11-13 21:19:28,695 - mmseg - INFO - Iter [33800/40000] lr: 1.550e-04, eta: 0:10:31, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6974, decode.acc_seg: 74.5690, loss: 0.6974 2023-11-13 21:19:33,556 - mmseg - INFO - Iter [33850/40000] lr: 1.538e-04, eta: 0:10:26, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7259, decode.acc_seg: 73.8872, loss: 0.7259 2023-11-13 21:19:38,429 - mmseg - INFO - Iter [33900/40000] lr: 1.525e-04, eta: 0:10:21, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7298, decode.acc_seg: 74.0578, loss: 0.7298 2023-11-13 21:19:43,287 - mmseg - INFO - Iter [33950/40000] lr: 1.513e-04, eta: 0:10:16, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7231, decode.acc_seg: 74.4464, loss: 0.7231 2023-11-13 21:19:48,157 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:19:48,157 - mmseg - INFO - Iter [34000/40000] lr: 1.500e-04, eta: 0:10:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7274, decode.acc_seg: 73.7195, loss: 0.7274 2023-11-13 21:19:53,022 - mmseg - INFO - Iter [34050/40000] lr: 1.488e-04, eta: 0:10:05, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7134, decode.acc_seg: 74.6921, loss: 0.7134 2023-11-13 21:19:57,878 - mmseg - INFO - Iter [34100/40000] lr: 1.475e-04, eta: 0:10:00, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6951, decode.acc_seg: 74.4767, loss: 0.6951 2023-11-13 21:20:04,970 - mmseg - INFO - Iter [34150/40000] lr: 1.463e-04, eta: 0:09:55, time: 0.142, data_time: 0.048, memory: 3271, decode.loss_ce: 0.6877, decode.acc_seg: 74.7997, loss: 0.6877 2023-11-13 21:20:09,895 - mmseg - INFO - Iter [34200/40000] lr: 1.450e-04, eta: 0:09:50, time: 0.099, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7065, decode.acc_seg: 74.7856, loss: 0.7065 2023-11-13 21:20:14,763 - mmseg - INFO - Iter [34250/40000] lr: 1.438e-04, eta: 0:09:45, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7057, decode.acc_seg: 74.3667, loss: 0.7057 2023-11-13 21:20:19,626 - mmseg - INFO - Iter [34300/40000] lr: 1.425e-04, eta: 0:09:40, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6865, decode.acc_seg: 75.6239, loss: 0.6865 2023-11-13 21:20:24,491 - mmseg - INFO - Iter [34350/40000] lr: 1.413e-04, eta: 0:09:35, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7091, decode.acc_seg: 75.0826, loss: 0.7091 2023-11-13 21:20:29,361 - mmseg - INFO - Iter [34400/40000] lr: 1.400e-04, eta: 0:09:30, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6847, decode.acc_seg: 74.7774, loss: 0.6847 2023-11-13 21:20:34,224 - mmseg - INFO - Iter [34450/40000] lr: 1.388e-04, eta: 0:09:25, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6760, decode.acc_seg: 75.6291, loss: 0.6760 2023-11-13 21:20:39,092 - mmseg - INFO - Iter [34500/40000] lr: 1.375e-04, eta: 0:09:20, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7221, decode.acc_seg: 74.2375, loss: 0.7221 2023-11-13 21:20:43,976 - mmseg - INFO - Iter [34550/40000] lr: 1.363e-04, eta: 0:09:14, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6872, decode.acc_seg: 75.5599, loss: 0.6872 2023-11-13 21:20:48,840 - mmseg - INFO - Iter [34600/40000] lr: 1.350e-04, eta: 0:09:09, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7071, decode.acc_seg: 74.5246, loss: 0.7071 2023-11-13 21:20:53,713 - mmseg - INFO - Iter [34650/40000] lr: 1.338e-04, eta: 0:09:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6771, decode.acc_seg: 75.4880, loss: 0.6771 2023-11-13 21:20:58,595 - mmseg - INFO - Iter [34700/40000] lr: 1.325e-04, eta: 0:08:59, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7193, decode.acc_seg: 74.2845, loss: 0.7193 2023-11-13 21:21:03,463 - mmseg - INFO - Iter [34750/40000] lr: 1.313e-04, eta: 0:08:54, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7043, decode.acc_seg: 74.7014, loss: 0.7043 2023-11-13 21:21:08,401 - mmseg - INFO - Iter [34800/40000] lr: 1.300e-04, eta: 0:08:49, time: 0.099, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6908, decode.acc_seg: 75.0046, loss: 0.6908 2023-11-13 21:21:13,264 - mmseg - INFO - Iter [34850/40000] lr: 1.288e-04, eta: 0:08:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7008, decode.acc_seg: 75.4207, loss: 0.7008 2023-11-13 21:21:18,138 - mmseg - INFO - Iter [34900/40000] lr: 1.275e-04, eta: 0:08:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7049, decode.acc_seg: 74.4545, loss: 0.7049 2023-11-13 21:21:23,000 - mmseg - INFO - Iter [34950/40000] lr: 1.263e-04, eta: 0:08:33, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7003, decode.acc_seg: 74.7232, loss: 0.7003 2023-11-13 21:21:27,867 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:21:27,868 - mmseg - INFO - Iter [35000/40000] lr: 1.250e-04, eta: 0:08:28, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7125, decode.acc_seg: 74.8325, loss: 0.7125 2023-11-13 21:21:32,734 - mmseg - INFO - Iter [35050/40000] lr: 1.238e-04, eta: 0:08:23, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7145, decode.acc_seg: 73.8137, loss: 0.7145 2023-11-13 21:21:37,600 - mmseg - INFO - Iter [35100/40000] lr: 1.225e-04, eta: 0:08:18, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6887, decode.acc_seg: 74.7138, loss: 0.6887 2023-11-13 21:21:42,467 - mmseg - INFO - Iter [35150/40000] lr: 1.213e-04, eta: 0:08:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7213, decode.acc_seg: 73.5409, loss: 0.7213 2023-11-13 21:21:47,330 - mmseg - INFO - Iter [35200/40000] lr: 1.200e-04, eta: 0:08:08, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7116, decode.acc_seg: 74.2714, loss: 0.7116 2023-11-13 21:21:52,200 - mmseg - INFO - Iter [35250/40000] lr: 1.188e-04, eta: 0:08:03, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7148, decode.acc_seg: 74.3748, loss: 0.7148 2023-11-13 21:21:57,058 - mmseg - INFO - Iter [35300/40000] lr: 1.175e-04, eta: 0:07:58, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7117, decode.acc_seg: 74.5726, loss: 0.7117 2023-11-13 21:22:01,936 - mmseg - INFO - Iter [35350/40000] lr: 1.163e-04, eta: 0:07:52, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7224, decode.acc_seg: 74.2895, loss: 0.7224 2023-11-13 21:22:09,108 - mmseg - INFO - Iter [35400/40000] lr: 1.150e-04, eta: 0:07:48, time: 0.143, data_time: 0.045, memory: 3271, decode.loss_ce: 0.7077, decode.acc_seg: 74.8235, loss: 0.7077 2023-11-13 21:22:13,975 - mmseg - INFO - Iter [35450/40000] lr: 1.138e-04, eta: 0:07:43, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6727, decode.acc_seg: 75.5548, loss: 0.6727 2023-11-13 21:22:18,844 - mmseg - INFO - Iter [35500/40000] lr: 1.125e-04, eta: 0:07:37, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7058, decode.acc_seg: 74.8400, loss: 0.7058 2023-11-13 21:22:23,712 - mmseg - INFO - Iter [35550/40000] lr: 1.113e-04, eta: 0:07:32, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6838, decode.acc_seg: 75.4409, loss: 0.6838 2023-11-13 21:22:28,581 - mmseg - INFO - Iter [35600/40000] lr: 1.100e-04, eta: 0:07:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7013, decode.acc_seg: 74.6358, loss: 0.7013 2023-11-13 21:22:33,444 - mmseg - INFO - Iter [35650/40000] lr: 1.088e-04, eta: 0:07:22, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7145, decode.acc_seg: 74.3066, loss: 0.7145 2023-11-13 21:22:38,307 - mmseg - INFO - Iter [35700/40000] lr: 1.075e-04, eta: 0:07:17, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6964, decode.acc_seg: 74.5470, loss: 0.6964 2023-11-13 21:22:43,169 - mmseg - INFO - Iter [35750/40000] lr: 1.063e-04, eta: 0:07:12, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7151, decode.acc_seg: 74.2650, loss: 0.7151 2023-11-13 21:22:48,034 - mmseg - INFO - Iter [35800/40000] lr: 1.050e-04, eta: 0:07:07, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6899, decode.acc_seg: 75.1977, loss: 0.6899 2023-11-13 21:22:52,897 - mmseg - INFO - Iter [35850/40000] lr: 1.038e-04, eta: 0:07:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7167, decode.acc_seg: 74.1006, loss: 0.7167 2023-11-13 21:22:57,769 - mmseg - INFO - Iter [35900/40000] lr: 1.025e-04, eta: 0:06:57, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6883, decode.acc_seg: 75.1688, loss: 0.6883 2023-11-13 21:23:02,643 - mmseg - INFO - Iter [35950/40000] lr: 1.013e-04, eta: 0:06:51, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7088, decode.acc_seg: 73.3131, loss: 0.7088 2023-11-13 21:23:07,520 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:23:07,520 - mmseg - INFO - Iter [36000/40000] lr: 1.000e-04, eta: 0:06:46, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7004, decode.acc_seg: 74.7106, loss: 0.7004 2023-11-13 21:23:12,389 - mmseg - INFO - Iter [36050/40000] lr: 9.877e-05, eta: 0:06:41, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7032, decode.acc_seg: 74.9162, loss: 0.7032 2023-11-13 21:23:17,265 - mmseg - INFO - Iter [36100/40000] lr: 9.752e-05, eta: 0:06:36, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7497, decode.acc_seg: 73.1782, loss: 0.7497 2023-11-13 21:23:22,134 - mmseg - INFO - Iter [36150/40000] lr: 9.627e-05, eta: 0:06:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7238, decode.acc_seg: 74.7021, loss: 0.7238 2023-11-13 21:23:26,999 - mmseg - INFO - Iter [36200/40000] lr: 9.503e-05, eta: 0:06:26, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7069, decode.acc_seg: 74.8071, loss: 0.7069 2023-11-13 21:23:31,873 - mmseg - INFO - Iter [36250/40000] lr: 9.378e-05, eta: 0:06:21, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6874, decode.acc_seg: 75.0796, loss: 0.6874 2023-11-13 21:23:36,747 - mmseg - INFO - Iter [36300/40000] lr: 9.252e-05, eta: 0:06:16, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6984, decode.acc_seg: 75.1514, loss: 0.6984 2023-11-13 21:23:41,618 - mmseg - INFO - Iter [36350/40000] lr: 9.127e-05, eta: 0:06:11, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6583, decode.acc_seg: 75.8055, loss: 0.6583 2023-11-13 21:23:46,488 - mmseg - INFO - Iter [36400/40000] lr: 9.003e-05, eta: 0:06:05, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7145, decode.acc_seg: 74.5358, loss: 0.7145 2023-11-13 21:23:51,352 - mmseg - INFO - Iter [36450/40000] lr: 8.878e-05, eta: 0:06:00, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6940, decode.acc_seg: 74.8163, loss: 0.6940 2023-11-13 21:23:56,240 - mmseg - INFO - Iter [36500/40000] lr: 8.752e-05, eta: 0:05:55, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7131, decode.acc_seg: 74.7097, loss: 0.7131 2023-11-13 21:24:01,110 - mmseg - INFO - Iter [36550/40000] lr: 8.627e-05, eta: 0:05:50, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7009, decode.acc_seg: 74.8729, loss: 0.7009 2023-11-13 21:24:05,984 - mmseg - INFO - Iter [36600/40000] lr: 8.503e-05, eta: 0:05:45, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6927, decode.acc_seg: 74.3846, loss: 0.6927 2023-11-13 21:24:13,077 - mmseg - INFO - Iter [36650/40000] lr: 8.378e-05, eta: 0:05:40, time: 0.142, data_time: 0.048, memory: 3271, decode.loss_ce: 0.7066, decode.acc_seg: 74.4900, loss: 0.7066 2023-11-13 21:24:17,948 - mmseg - INFO - Iter [36700/40000] lr: 8.252e-05, eta: 0:05:35, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6838, decode.acc_seg: 74.8248, loss: 0.6838 2023-11-13 21:24:22,812 - mmseg - INFO - Iter [36750/40000] lr: 8.127e-05, eta: 0:05:30, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7094, decode.acc_seg: 75.0331, loss: 0.7094 2023-11-13 21:24:27,676 - mmseg - INFO - Iter [36800/40000] lr: 8.003e-05, eta: 0:05:25, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7021, decode.acc_seg: 74.6355, loss: 0.7021 2023-11-13 21:24:32,536 - mmseg - INFO - Iter [36850/40000] lr: 7.878e-05, eta: 0:05:20, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7102, decode.acc_seg: 75.0884, loss: 0.7102 2023-11-13 21:24:37,419 - mmseg - INFO - Iter [36900/40000] lr: 7.752e-05, eta: 0:05:15, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7072, decode.acc_seg: 74.1997, loss: 0.7072 2023-11-13 21:24:42,285 - mmseg - INFO - Iter [36950/40000] lr: 7.627e-05, eta: 0:05:10, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6819, decode.acc_seg: 75.2931, loss: 0.6819 2023-11-13 21:24:47,150 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:24:47,150 - mmseg - INFO - Iter [37000/40000] lr: 7.503e-05, eta: 0:05:04, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6709, decode.acc_seg: 75.5173, loss: 0.6709 2023-11-13 21:24:52,015 - mmseg - INFO - Iter [37050/40000] lr: 7.378e-05, eta: 0:04:59, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7440, decode.acc_seg: 73.2334, loss: 0.7440 2023-11-13 21:24:56,888 - mmseg - INFO - Iter [37100/40000] lr: 7.252e-05, eta: 0:04:54, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7275, decode.acc_seg: 74.2041, loss: 0.7275 2023-11-13 21:25:01,754 - mmseg - INFO - Iter [37150/40000] lr: 7.127e-05, eta: 0:04:49, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6928, decode.acc_seg: 75.2128, loss: 0.6928 2023-11-13 21:25:06,620 - mmseg - INFO - Iter [37200/40000] lr: 7.003e-05, eta: 0:04:44, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6958, decode.acc_seg: 75.1863, loss: 0.6958 2023-11-13 21:25:11,489 - mmseg - INFO - Iter [37250/40000] lr: 6.878e-05, eta: 0:04:39, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7090, decode.acc_seg: 74.4620, loss: 0.7090 2023-11-13 21:25:16,355 - mmseg - INFO - Iter [37300/40000] lr: 6.752e-05, eta: 0:04:34, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6873, decode.acc_seg: 75.0851, loss: 0.6873 2023-11-13 21:25:21,226 - mmseg - INFO - Iter [37350/40000] lr: 6.627e-05, eta: 0:04:29, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6612, decode.acc_seg: 75.7256, loss: 0.6612 2023-11-13 21:25:26,111 - mmseg - INFO - Iter [37400/40000] lr: 6.502e-05, eta: 0:04:24, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6766, decode.acc_seg: 74.9763, loss: 0.6766 2023-11-13 21:25:30,988 - mmseg - INFO - Iter [37450/40000] lr: 6.378e-05, eta: 0:04:19, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6883, decode.acc_seg: 75.0764, loss: 0.6883 2023-11-13 21:25:35,865 - mmseg - INFO - Iter [37500/40000] lr: 6.253e-05, eta: 0:04:13, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7110, decode.acc_seg: 74.6961, loss: 0.7110 2023-11-13 21:25:40,730 - mmseg - INFO - Iter [37550/40000] lr: 6.127e-05, eta: 0:04:08, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7016, decode.acc_seg: 74.8929, loss: 0.7016 2023-11-13 21:25:45,600 - mmseg - INFO - Iter [37600/40000] lr: 6.002e-05, eta: 0:04:03, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7157, decode.acc_seg: 74.0342, loss: 0.7157 2023-11-13 21:25:50,468 - mmseg - INFO - Iter [37650/40000] lr: 5.878e-05, eta: 0:03:58, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6785, decode.acc_seg: 75.4604, loss: 0.6785 2023-11-13 21:25:55,348 - mmseg - INFO - Iter [37700/40000] lr: 5.753e-05, eta: 0:03:53, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6967, decode.acc_seg: 74.9398, loss: 0.6967 2023-11-13 21:26:00,245 - mmseg - INFO - Iter [37750/40000] lr: 5.627e-05, eta: 0:03:48, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6974, decode.acc_seg: 75.1881, loss: 0.6974 2023-11-13 21:26:05,116 - mmseg - INFO - Iter [37800/40000] lr: 5.502e-05, eta: 0:03:43, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6868, decode.acc_seg: 75.4088, loss: 0.6868 2023-11-13 21:26:09,988 - mmseg - INFO - Iter [37850/40000] lr: 5.378e-05, eta: 0:03:38, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6835, decode.acc_seg: 74.8416, loss: 0.6835 2023-11-13 21:26:17,101 - mmseg - INFO - Iter [37900/40000] lr: 5.253e-05, eta: 0:03:33, time: 0.142, data_time: 0.047, memory: 3271, decode.loss_ce: 0.6983, decode.acc_seg: 74.8990, loss: 0.6983 2023-11-13 21:26:21,972 - mmseg - INFO - Iter [37950/40000] lr: 5.127e-05, eta: 0:03:28, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7055, decode.acc_seg: 74.2008, loss: 0.7055 2023-11-13 21:26:26,853 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:26:26,853 - mmseg - INFO - Iter [38000/40000] lr: 5.002e-05, eta: 0:03:23, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6879, decode.acc_seg: 75.1912, loss: 0.6879 2023-11-13 21:26:31,728 - mmseg - INFO - Iter [38050/40000] lr: 4.878e-05, eta: 0:03:18, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6982, decode.acc_seg: 74.7910, loss: 0.6982 2023-11-13 21:26:36,586 - mmseg - INFO - Iter [38100/40000] lr: 4.753e-05, eta: 0:03:13, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6811, decode.acc_seg: 75.3733, loss: 0.6811 2023-11-13 21:26:41,461 - mmseg - INFO - Iter [38150/40000] lr: 4.627e-05, eta: 0:03:07, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6673, decode.acc_seg: 75.8564, loss: 0.6673 2023-11-13 21:26:46,324 - mmseg - INFO - Iter [38200/40000] lr: 4.502e-05, eta: 0:03:02, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7194, decode.acc_seg: 74.0812, loss: 0.7194 2023-11-13 21:26:51,196 - mmseg - INFO - Iter [38250/40000] lr: 4.378e-05, eta: 0:02:57, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6894, decode.acc_seg: 75.3575, loss: 0.6894 2023-11-13 21:26:56,073 - mmseg - INFO - Iter [38300/40000] lr: 4.253e-05, eta: 0:02:52, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7178, decode.acc_seg: 74.1911, loss: 0.7178 2023-11-13 21:27:00,947 - mmseg - INFO - Iter [38350/40000] lr: 4.127e-05, eta: 0:02:47, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6591, decode.acc_seg: 75.7978, loss: 0.6591 2023-11-13 21:27:05,812 - mmseg - INFO - Iter [38400/40000] lr: 4.002e-05, eta: 0:02:42, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6886, decode.acc_seg: 75.2438, loss: 0.6886 2023-11-13 21:27:10,686 - mmseg - INFO - Iter [38450/40000] lr: 3.878e-05, eta: 0:02:37, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6839, decode.acc_seg: 75.1809, loss: 0.6839 2023-11-13 21:27:15,547 - mmseg - INFO - Iter [38500/40000] lr: 3.753e-05, eta: 0:02:32, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7050, decode.acc_seg: 74.9521, loss: 0.7050 2023-11-13 21:27:20,413 - mmseg - INFO - Iter [38550/40000] lr: 3.627e-05, eta: 0:02:27, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7097, decode.acc_seg: 74.0090, loss: 0.7097 2023-11-13 21:27:25,289 - mmseg - INFO - Iter [38600/40000] lr: 3.502e-05, eta: 0:02:22, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7202, decode.acc_seg: 74.4871, loss: 0.7202 2023-11-13 21:27:30,155 - mmseg - INFO - Iter [38650/40000] lr: 3.378e-05, eta: 0:02:17, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7065, decode.acc_seg: 74.0603, loss: 0.7065 2023-11-13 21:27:35,024 - mmseg - INFO - Iter [38700/40000] lr: 3.253e-05, eta: 0:02:11, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7133, decode.acc_seg: 74.7458, loss: 0.7133 2023-11-13 21:27:39,892 - mmseg - INFO - Iter [38750/40000] lr: 3.128e-05, eta: 0:02:06, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7073, decode.acc_seg: 74.5712, loss: 0.7073 2023-11-13 21:27:44,756 - mmseg - INFO - Iter [38800/40000] lr: 3.002e-05, eta: 0:02:01, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6942, decode.acc_seg: 74.6511, loss: 0.6942 2023-11-13 21:27:49,626 - mmseg - INFO - Iter [38850/40000] lr: 2.877e-05, eta: 0:01:56, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7155, decode.acc_seg: 74.6689, loss: 0.7155 2023-11-13 21:27:54,489 - mmseg - INFO - Iter [38900/40000] lr: 2.753e-05, eta: 0:01:51, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6762, decode.acc_seg: 75.7785, loss: 0.6762 2023-11-13 21:27:59,363 - mmseg - INFO - Iter [38950/40000] lr: 2.628e-05, eta: 0:01:46, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6918, decode.acc_seg: 74.6956, loss: 0.6918 2023-11-13 21:28:04,232 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:28:04,232 - mmseg - INFO - Iter [39000/40000] lr: 2.502e-05, eta: 0:01:41, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7057, decode.acc_seg: 74.5626, loss: 0.7057 2023-11-13 21:28:09,101 - mmseg - INFO - Iter [39050/40000] lr: 2.377e-05, eta: 0:01:36, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7220, decode.acc_seg: 74.8462, loss: 0.7220 2023-11-13 21:28:13,975 - mmseg - INFO - Iter [39100/40000] lr: 2.253e-05, eta: 0:01:31, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6811, decode.acc_seg: 75.0612, loss: 0.6811 2023-11-13 21:28:18,840 - mmseg - INFO - Iter [39150/40000] lr: 2.128e-05, eta: 0:01:26, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7107, decode.acc_seg: 74.8075, loss: 0.7107 2023-11-13 21:28:25,977 - mmseg - INFO - Iter [39200/40000] lr: 2.002e-05, eta: 0:01:21, time: 0.143, data_time: 0.047, memory: 3271, decode.loss_ce: 0.7180, decode.acc_seg: 73.9089, loss: 0.7180 2023-11-13 21:28:30,849 - mmseg - INFO - Iter [39250/40000] lr: 1.877e-05, eta: 0:01:16, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7078, decode.acc_seg: 73.6513, loss: 0.7078 2023-11-13 21:28:35,712 - mmseg - INFO - Iter [39300/40000] lr: 1.753e-05, eta: 0:01:11, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6872, decode.acc_seg: 74.8323, loss: 0.6872 2023-11-13 21:28:40,591 - mmseg - INFO - Iter [39350/40000] lr: 1.628e-05, eta: 0:01:05, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6793, decode.acc_seg: 75.4933, loss: 0.6793 2023-11-13 21:28:45,461 - mmseg - INFO - Iter [39400/40000] lr: 1.502e-05, eta: 0:01:00, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6980, decode.acc_seg: 74.1099, loss: 0.6980 2023-11-13 21:28:50,338 - mmseg - INFO - Iter [39450/40000] lr: 1.377e-05, eta: 0:00:55, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7133, decode.acc_seg: 74.1563, loss: 0.7133 2023-11-13 21:28:55,205 - mmseg - INFO - Iter [39500/40000] lr: 1.253e-05, eta: 0:00:50, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6675, decode.acc_seg: 75.7692, loss: 0.6675 2023-11-13 21:29:00,078 - mmseg - INFO - Iter [39550/40000] lr: 1.128e-05, eta: 0:00:45, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6765, decode.acc_seg: 75.5830, loss: 0.6765 2023-11-13 21:29:04,956 - mmseg - INFO - Iter [39600/40000] lr: 1.002e-05, eta: 0:00:40, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6940, decode.acc_seg: 75.3626, loss: 0.6940 2023-11-13 21:29:09,826 - mmseg - INFO - Iter [39650/40000] lr: 8.775e-06, eta: 0:00:35, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6937, decode.acc_seg: 74.8723, loss: 0.6937 2023-11-13 21:29:14,700 - mmseg - INFO - Iter [39700/40000] lr: 7.525e-06, eta: 0:00:30, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6672, decode.acc_seg: 75.8823, loss: 0.6672 2023-11-13 21:29:19,569 - mmseg - INFO - Iter [39750/40000] lr: 6.275e-06, eta: 0:00:25, time: 0.097, data_time: 0.004, memory: 3271, decode.loss_ce: 0.7010, decode.acc_seg: 74.9510, loss: 0.7010 2023-11-13 21:29:24,445 - mmseg - INFO - Iter [39800/40000] lr: 5.025e-06, eta: 0:00:20, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6927, decode.acc_seg: 75.1130, loss: 0.6927 2023-11-13 21:29:29,331 - mmseg - INFO - Iter [39850/40000] lr: 3.775e-06, eta: 0:00:15, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6919, decode.acc_seg: 75.0754, loss: 0.6919 2023-11-13 21:29:34,210 - mmseg - INFO - Iter [39900/40000] lr: 2.525e-06, eta: 0:00:10, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6849, decode.acc_seg: 74.8639, loss: 0.6849 2023-11-13 21:29:39,088 - mmseg - INFO - Iter [39950/40000] lr: 1.275e-06, eta: 0:00:05, time: 0.098, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6927, decode.acc_seg: 75.4130, loss: 0.6927 2023-11-13 21:29:43,913 - mmseg - INFO - Saving checkpoint at 40000 iterations 2023-11-13 21:29:43,977 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:29:43,978 - mmseg - INFO - Iter [40000/40000] lr: 2.500e-08, eta: 0:00:00, time: 0.099, data_time: 0.004, memory: 3271, decode.loss_ce: 0.6979, decode.acc_seg: 74.5264, loss: 0.6979 2023-11-13 21:29:57,551 - mmseg - INFO - per class results: 2023-11-13 21:29:57,557 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 65.05 | 82.13 | | building | 75.4 | 89.72 | | sky | 87.1 | 94.26 | | floor | 72.1 | 85.18 | | tree | 66.68 | 83.84 | | ceiling | 71.59 | 81.83 | | road | 75.3 | 85.37 | | bed | 80.25 | 93.0 | | windowpane | 52.3 | 70.4 | | grass | 60.3 | 75.34 | | cabinet | 49.21 | 61.1 | | sidewalk | 52.15 | 68.69 | | person | 73.36 | 87.67 | | earth | 32.26 | 44.97 | | door | 27.04 | 35.17 | | table | 45.53 | 61.3 | | mountain | 52.32 | 66.5 | | plant | 44.66 | 54.9 | | curtain | 62.92 | 74.51 | | chair | 45.95 | 62.0 | | car | 77.44 | 89.65 | | water | 53.09 | 69.6 | | painting | 56.17 | 75.55 | | sofa | 57.6 | 79.56 | | shelf | 30.58 | 43.01 | | house | 42.9 | 58.96 | | sea | 57.32 | 76.52 | | mirror | 39.19 | 47.18 | | rug | 44.63 | 49.51 | | field | 30.46 | 54.09 | | armchair | 31.55 | 46.04 | | seat | 54.57 | 72.27 | | fence | 34.56 | 46.5 | | desk | 32.89 | 51.79 | | rock | 42.68 | 63.16 | | wardrobe | 45.14 | 58.65 | | lamp | 47.39 | 61.67 | | bathtub | 55.51 | 72.38 | | railing | 29.18 | 39.61 | | cushion | 46.12 | 60.02 | | base | 11.91 | 18.07 | | box | 18.22 | 22.78 | | column | 32.22 | 40.79 | | signboard | 27.45 | 38.94 | | chest of drawers | 34.49 | 53.67 | | counter | 30.69 | 41.6 | | sand | 40.63 | 55.94 | | sink | 59.03 | 68.2 | | skyscraper | 51.26 | 71.26 | | fireplace | 60.07 | 79.59 | | refrigerator | 53.99 | 65.63 | | grandstand | 38.88 | 68.39 | | path | 18.43 | 24.46 | | stairs | 24.17 | 29.84 | | runway | 64.17 | 83.83 | | case | 42.61 | 60.72 | | pool table | 83.36 | 97.01 | | pillow | 48.25 | 57.64 | | screen door | 41.07 | 53.36 | | stairway | 33.37 | 45.18 | | river | 10.91 | 23.42 | | bridge | 42.83 | 56.97 | | bookcase | 32.75 | 47.62 | | blind | 25.24 | 28.3 | | coffee table | 48.94 | 73.74 | | toilet | 72.19 | 84.92 | | flower | 31.69 | 50.48 | | book | 42.28 | 62.87 | | hill | 9.73 | 16.23 | | bench | 39.55 | 46.9 | | countertop | 46.69 | 62.03 | | stove | 58.07 | 69.75 | | palm | 47.39 | 67.09 | | kitchen island | 29.22 | 57.6 | | computer | 60.85 | 77.42 | | swivel chair | 35.02 | 54.35 | | boat | 50.09 | 60.17 | | bar | 47.25 | 59.01 | | arcade machine | 49.24 | 58.92 | | hovel | 39.07 | 45.44 | | bus | 81.11 | 89.28 | | towel | 53.93 | 69.51 | | light | 36.0 | 43.51 | | truck | 26.38 | 35.9 | | tower | 18.94 | 29.87 | | chandelier | 56.56 | 73.1 | | awning | 21.69 | 27.32 | | streetlight | 17.31 | 21.68 | | booth | 30.33 | 41.79 | | television receiver | 57.41 | 69.26 | | airplane | 48.99 | 61.99 | | dirt track | 5.78 | 16.03 | | apparel | 26.45 | 40.57 | | pole | 13.78 | 17.32 | | land | 5.36 | 7.29 | | bannister | 9.16 | 11.88 | | escalator | 47.79 | 73.01 | | ottoman | 28.05 | 37.32 | | bottle | 24.95 | 33.68 | | buffet | 34.78 | 48.22 | | poster | 9.81 | 12.53 | | stage | 13.41 | 20.2 | | van | 24.23 | 31.6 | | ship | 11.66 | 15.09 | | fountain | 21.73 | 23.74 | | conveyer belt | 69.41 | 89.87 | | canopy | 30.9 | 42.12 | | washer | 71.01 | 81.37 | | plaything | 17.05 | 27.89 | | swimming pool | 51.92 | 65.23 | | stool | 24.93 | 33.48 | | barrel | 29.04 | 47.38 | | basket | 27.04 | 38.36 | | waterfall | 53.57 | 59.48 | | tent | 78.84 | 99.34 | | bag | 12.54 | 14.49 | | minibike | 65.38 | 83.65 | | cradle | 64.46 | 85.42 | | oven | 29.58 | 42.89 | | ball | 47.84 | 67.25 | | food | 41.58 | 47.96 | | step | 1.83 | 2.1 | | tank | 46.09 | 54.59 | | trade name | 18.13 | 20.25 | | microwave | 76.5 | 86.43 | | pot | 24.89 | 27.64 | | animal | 38.4 | 42.2 | | bicycle | 55.98 | 79.5 | | lake | 26.16 | 29.28 | | dishwasher | 36.62 | 42.65 | | screen | 55.05 | 79.97 | | blanket | 9.53 | 10.71 | | sculpture | 38.27 | 50.89 | | hood | 38.63 | 44.52 | | sconce | 21.16 | 26.32 | | vase | 23.9 | 35.41 | | traffic light | 26.71 | 43.34 | | tray | 8.24 | 10.63 | | ashcan | 36.23 | 47.77 | | fan | 47.26 | 58.79 | | pier | 25.72 | 36.29 | | crt screen | 5.56 | 12.57 | | plate | 50.66 | 67.66 | | monitor | 26.41 | 32.99 | | bulletin board | 36.28 | 46.16 | | shower | 0.44 | 0.71 | | radiator | 55.83 | 63.05 | | glass | 12.46 | 13.52 | | clock | 21.37 | 25.9 | | flag | 38.21 | 46.36 | +---------------------+-------+-------+ 2023-11-13 21:29:57,557 - mmseg - INFO - Summary: 2023-11-13 21:29:57,557 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 76.44 | 40.51 | 52.47 | +-------+-------+-------+ 2023-11-13 21:29:57,558 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 21:29:57,558 - mmseg - INFO - Iter(val) [250] aAcc: 0.7644, mIoU: 0.4051, mAcc: 0.5247, IoU.wall: 0.6505, IoU.building: 0.7540, IoU.sky: 0.8710, IoU.floor: 0.7210, IoU.tree: 0.6668, IoU.ceiling: 0.7159, IoU.road: 0.7530, IoU.bed : 0.8025, IoU.windowpane: 0.5230, IoU.grass: 0.6030, IoU.cabinet: 0.4921, IoU.sidewalk: 0.5215, IoU.person: 0.7336, IoU.earth: 0.3226, IoU.door: 0.2704, IoU.table: 0.4553, IoU.mountain: 0.5232, IoU.plant: 0.4466, IoU.curtain: 0.6292, IoU.chair: 0.4595, IoU.car: 0.7744, IoU.water: 0.5309, IoU.painting: 0.5617, IoU.sofa: 0.5760, IoU.shelf: 0.3058, IoU.house: 0.4290, IoU.sea: 0.5732, IoU.mirror: 0.3919, IoU.rug: 0.4463, IoU.field: 0.3046, IoU.armchair: 0.3155, IoU.seat: 0.5457, IoU.fence: 0.3456, IoU.desk: 0.3289, IoU.rock: 0.4268, IoU.wardrobe: 0.4514, IoU.lamp: 0.4739, IoU.bathtub: 0.5551, IoU.railing: 0.2918, IoU.cushion: 0.4612, IoU.base: 0.1191, IoU.box: 0.1822, IoU.column: 0.3222, IoU.signboard: 0.2745, IoU.chest of drawers: 0.3449, IoU.counter: 0.3069, IoU.sand: 0.4063, IoU.sink: 0.5903, IoU.skyscraper: 0.5126, IoU.fireplace: 0.6007, IoU.refrigerator: 0.5399, IoU.grandstand: 0.3888, IoU.path: 0.1843, IoU.stairs: 0.2417, IoU.runway: 0.6417, IoU.case: 0.4261, IoU.pool table: 0.8336, IoU.pillow: 0.4825, IoU.screen door: 0.4107, IoU.stairway: 0.3337, IoU.river: 0.1091, IoU.bridge: 0.4283, IoU.bookcase: 0.3275, IoU.blind: 0.2524, IoU.coffee table: 0.4894, IoU.toilet: 0.7219, IoU.flower: 0.3169, IoU.book: 0.4228, IoU.hill: 0.0973, IoU.bench: 0.3955, IoU.countertop: 0.4669, IoU.stove: 0.5807, IoU.palm: 0.4739, IoU.kitchen island: 0.2922, IoU.computer: 0.6085, IoU.swivel chair: 0.3502, IoU.boat: 0.5009, IoU.bar: 0.4725, IoU.arcade machine: 0.4924, IoU.hovel: 0.3907, IoU.bus: 0.8111, IoU.towel: 0.5393, IoU.light: 0.3600, IoU.truck: 0.2638, IoU.tower: 0.1894, IoU.chandelier: 0.5656, IoU.awning: 0.2169, IoU.streetlight: 0.1731, IoU.booth: 0.3033, IoU.television receiver: 0.5741, IoU.airplane: 0.4899, IoU.dirt track: 0.0578, IoU.apparel: 0.2645, IoU.pole: 0.1378, IoU.land: 0.0536, IoU.bannister: 0.0916, IoU.escalator: 0.4779, IoU.ottoman: 0.2805, IoU.bottle: 0.2495, IoU.buffet: 0.3478, IoU.poster: 0.0981, IoU.stage: 0.1341, IoU.van: 0.2423, IoU.ship: 0.1166, IoU.fountain: 0.2173, IoU.conveyer belt: 0.6941, IoU.canopy: 0.3090, IoU.washer: 0.7101, IoU.plaything: 0.1705, IoU.swimming pool: 0.5192, IoU.stool: 0.2493, IoU.barrel: 0.2904, IoU.basket: 0.2704, IoU.waterfall: 0.5357, IoU.tent: 0.7884, IoU.bag: 0.1254, IoU.minibike: 0.6538, IoU.cradle: 0.6446, IoU.oven: 0.2958, IoU.ball: 0.4784, IoU.food: 0.4158, IoU.step: 0.0183, IoU.tank: 0.4609, IoU.trade name: 0.1813, IoU.microwave: 0.7650, IoU.pot: 0.2489, IoU.animal: 0.3840, IoU.bicycle: 0.5598, IoU.lake: 0.2616, IoU.dishwasher: 0.3662, IoU.screen: 0.5505, IoU.blanket: 0.0953, IoU.sculpture: 0.3827, IoU.hood: 0.3863, IoU.sconce: 0.2116, IoU.vase: 0.2390, IoU.traffic light: 0.2671, IoU.tray: 0.0824, IoU.ashcan: 0.3623, IoU.fan: 0.4726, IoU.pier: 0.2572, IoU.crt screen: 0.0556, IoU.plate: 0.5066, IoU.monitor: 0.2641, IoU.bulletin board: 0.3628, IoU.shower: 0.0044, IoU.radiator: 0.5583, IoU.glass: 0.1246, IoU.clock: 0.2137, IoU.flag: 0.3821, Acc.wall: 0.8213, Acc.building: 0.8972, Acc.sky: 0.9426, Acc.floor: 0.8518, Acc.tree: 0.8384, Acc.ceiling: 0.8183, Acc.road: 0.8537, Acc.bed : 0.9300, Acc.windowpane: 0.7040, Acc.grass: 0.7534, Acc.cabinet: 0.6110, Acc.sidewalk: 0.6869, Acc.person: 0.8767, Acc.earth: 0.4497, Acc.door: 0.3517, Acc.table: 0.6130, Acc.mountain: 0.6650, Acc.plant: 0.5490, Acc.curtain: 0.7451, Acc.chair: 0.6200, Acc.car: 0.8965, Acc.water: 0.6960, Acc.painting: 0.7555, Acc.sofa: 0.7956, Acc.shelf: 0.4301, Acc.house: 0.5896, Acc.sea: 0.7652, Acc.mirror: 0.4718, Acc.rug: 0.4951, Acc.field: 0.5409, Acc.armchair: 0.4604, Acc.seat: 0.7227, Acc.fence: 0.4650, Acc.desk: 0.5179, Acc.rock: 0.6316, Acc.wardrobe: 0.5865, Acc.lamp: 0.6167, Acc.bathtub: 0.7238, Acc.railing: 0.3961, Acc.cushion: 0.6002, Acc.base: 0.1807, Acc.box: 0.2278, Acc.column: 0.4079, Acc.signboard: 0.3894, Acc.chest of drawers: 0.5367, Acc.counter: 0.4160, Acc.sand: 0.5594, Acc.sink: 0.6820, Acc.skyscraper: 0.7126, Acc.fireplace: 0.7959, Acc.refrigerator: 0.6563, Acc.grandstand: 0.6839, Acc.path: 0.2446, Acc.stairs: 0.2984, Acc.runway: 0.8383, Acc.case: 0.6072, Acc.pool table: 0.9701, Acc.pillow: 0.5764, Acc.screen door: 0.5336, Acc.stairway: 0.4518, Acc.river: 0.2342, Acc.bridge: 0.5697, Acc.bookcase: 0.4762, Acc.blind: 0.2830, Acc.coffee table: 0.7374, Acc.toilet: 0.8492, Acc.flower: 0.5048, Acc.book: 0.6287, Acc.hill: 0.1623, Acc.bench: 0.4690, Acc.countertop: 0.6203, Acc.stove: 0.6975, Acc.palm: 0.6709, Acc.kitchen island: 0.5760, Acc.computer: 0.7742, Acc.swivel chair: 0.5435, Acc.boat: 0.6017, Acc.bar: 0.5901, Acc.arcade machine: 0.5892, Acc.hovel: 0.4544, Acc.bus: 0.8928, Acc.towel: 0.6951, Acc.light: 0.4351, Acc.truck: 0.3590, Acc.tower: 0.2987, Acc.chandelier: 0.7310, Acc.awning: 0.2732, Acc.streetlight: 0.2168, Acc.booth: 0.4179, Acc.television receiver: 0.6926, Acc.airplane: 0.6199, Acc.dirt track: 0.1603, Acc.apparel: 0.4057, Acc.pole: 0.1732, Acc.land: 0.0729, Acc.bannister: 0.1188, Acc.escalator: 0.7301, Acc.ottoman: 0.3732, Acc.bottle: 0.3368, Acc.buffet: 0.4822, Acc.poster: 0.1253, Acc.stage: 0.2020, Acc.van: 0.3160, Acc.ship: 0.1509, Acc.fountain: 0.2374, Acc.conveyer belt: 0.8987, Acc.canopy: 0.4212, Acc.washer: 0.8137, Acc.plaything: 0.2789, Acc.swimming pool: 0.6523, Acc.stool: 0.3348, Acc.barrel: 0.4738, Acc.basket: 0.3836, Acc.waterfall: 0.5948, Acc.tent: 0.9934, Acc.bag: 0.1449, Acc.minibike: 0.8365, Acc.cradle: 0.8542, Acc.oven: 0.4289, Acc.ball: 0.6725, Acc.food: 0.4796, Acc.step: 0.0210, Acc.tank: 0.5459, Acc.trade name: 0.2025, Acc.microwave: 0.8643, Acc.pot: 0.2764, Acc.animal: 0.4220, Acc.bicycle: 0.7950, Acc.lake: 0.2928, Acc.dishwasher: 0.4265, Acc.screen: 0.7997, Acc.blanket: 0.1071, Acc.sculpture: 0.5089, Acc.hood: 0.4452, Acc.sconce: 0.2632, Acc.vase: 0.3541, Acc.traffic light: 0.4334, Acc.tray: 0.1063, Acc.ashcan: 0.4777, Acc.fan: 0.5879, Acc.pier: 0.3629, Acc.crt screen: 0.1257, Acc.plate: 0.6766, Acc.monitor: 0.3299, Acc.bulletin board: 0.4616, Acc.shower: 0.0071, Acc.radiator: 0.6305, Acc.glass: 0.1352, Acc.clock: 0.2590, Acc.flag: 0.4636