2023-11-13 19:36:50,145 - mmseg - INFO - Multi-processing start method is `None` 2023-11-13 19:36:50,165 - mmseg - INFO - OpenCV num_threads is `112 2023-11-13 19:36:50,165 - mmseg - INFO - OMP num threads is 1 2023-11-13 19:36:50,242 - 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+ee2e440 ------------------------------------------------------------ 2023-11-13 19:36:50,242 - mmseg - INFO - Distributed training: True 2023-11-13 19:36:50,242 - 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_224.dino_ade20k'} 2023-11-13 19:36:53,371 - mmseg - INFO - Set random seed to 541664250, deterministic: False 2023-11-13 19:36:55,590 - 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 19:36:55,591 - 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 19:36:55,810 - mmseg - INFO - Loaded 20210 images 2023-11-13 19:36:55,898 - mmseg - INFO - Loaded 2000 images 2023-11-13 19:36:55,898 - mmseg - INFO - Start running, host: root, work_dir: ./work_dirs/segmentation_eval/vit_base_patch16_224.dino_ade20k 2023-11-13 19:36:55,898 - 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 19:36:55,898 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters 2023-11-13 19:36:55,902 - mmseg - INFO - Checkpoints will be saved to ./work_dirs/segmentation_eval/vit_base_patch16_224.dino_ade20k by HardDiskBackend. 2023-11-13 19:38:06,574 - mmseg - INFO - Iter [50/40000] lr: 3.263e-05, eta: 2:01:48, time: 0.183, data_time: 0.010, memory: 1354, decode.loss_ce: 4.0196, decode.acc_seg: 0.7835, loss: 4.0196 2023-11-13 19:38:11,460 - mmseg - INFO - Iter [100/40000] lr: 6.584e-05, eta: 1:33:18, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 3.9641, decode.acc_seg: 8.3116, loss: 3.9641 2023-11-13 19:38:16,348 - mmseg - INFO - Iter [150/40000] lr: 9.896e-05, eta: 1:23:46, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 3.6216, decode.acc_seg: 31.7231, loss: 3.6216 2023-11-13 19:38:21,240 - mmseg - INFO - Iter [200/40000] lr: 1.320e-04, eta: 1:18:58, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 3.3143, decode.acc_seg: 46.5492, loss: 3.3143 2023-11-13 19:38:26,080 - mmseg - INFO - Iter [250/40000] lr: 1.650e-04, eta: 1:15:55, time: 0.097, data_time: 0.003, memory: 1354, decode.loss_ce: 2.7675, decode.acc_seg: 51.8111, loss: 2.7675 2023-11-13 19:38:30,892 - mmseg - INFO - Iter [300/40000] lr: 1.978e-04, eta: 1:13:48, time: 0.096, data_time: 0.003, memory: 1354, decode.loss_ce: 2.3470, decode.acc_seg: 53.0764, loss: 2.3470 2023-11-13 19:38:35,724 - mmseg - INFO - Iter [350/40000] lr: 2.306e-04, eta: 1:12:18, time: 0.097, data_time: 0.003, memory: 1354, decode.loss_ce: 2.0533, decode.acc_seg: 54.6872, loss: 2.0533 2023-11-13 19:38:40,577 - mmseg - INFO - Iter [400/40000] lr: 2.633e-04, eta: 1:11:11, time: 0.097, data_time: 0.003, memory: 1354, decode.loss_ce: 1.7995, decode.acc_seg: 56.2640, loss: 1.7995 2023-11-13 19:38:45,485 - mmseg - INFO - Iter [450/40000] lr: 2.960e-04, eta: 1:10:23, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.7077, decode.acc_seg: 56.7539, loss: 1.7077 2023-11-13 19:38:50,396 - mmseg - INFO - Iter [500/40000] lr: 3.285e-04, eta: 1:09:44, time: 0.098, data_time: 0.004, memory: 1354, decode.loss_ce: 1.6266, decode.acc_seg: 57.3332, loss: 1.6266 2023-11-13 19:38:55,316 - mmseg - INFO - Iter [550/40000] lr: 3.610e-04, eta: 1:09:12, time: 0.098, data_time: 0.003, memory: 1354, decode.loss_ce: 1.5528, decode.acc_seg: 58.6342, loss: 1.5528 2023-11-13 19:39:00,239 - mmseg - INFO - Iter [600/40000] lr: 3.934e-04, eta: 1:08:44, time: 0.098, data_time: 0.004, memory: 1354, decode.loss_ce: 1.5001, decode.acc_seg: 59.6426, loss: 1.5001 2023-11-13 19:39:05,185 - mmseg - INFO - Iter [650/40000] lr: 4.256e-04, eta: 1:08:21, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.3687, decode.acc_seg: 60.6869, loss: 1.3687 2023-11-13 19:39:10,127 - mmseg - INFO - Iter [700/40000] lr: 4.579e-04, eta: 1:08:01, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.3971, decode.acc_seg: 60.8019, loss: 1.3971 2023-11-13 19:39:15,070 - mmseg - INFO - Iter [750/40000] lr: 4.900e-04, eta: 1:07:43, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.2434, decode.acc_seg: 63.2803, loss: 1.2434 2023-11-13 19:39:20,019 - mmseg - INFO - Iter [800/40000] lr: 5.220e-04, eta: 1:07:26, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.3150, decode.acc_seg: 62.2474, loss: 1.3150 2023-11-13 19:39:24,980 - mmseg - INFO - Iter [850/40000] lr: 5.540e-04, eta: 1:07:12, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.3078, decode.acc_seg: 62.1853, loss: 1.3078 2023-11-13 19:39:29,944 - mmseg - INFO - Iter [900/40000] lr: 5.859e-04, eta: 1:06:59, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.2254, decode.acc_seg: 62.8668, loss: 1.2254 2023-11-13 19:39:34,902 - mmseg - INFO - Iter [950/40000] lr: 6.177e-04, eta: 1:06:46, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.2624, decode.acc_seg: 62.6836, loss: 1.2624 2023-11-13 19:39:39,861 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:39:39,861 - mmseg - INFO - Iter [1000/40000] lr: 6.494e-04, eta: 1:06:34, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.2203, decode.acc_seg: 62.6973, loss: 1.2203 2023-11-13 19:39:44,822 - mmseg - INFO - Iter [1050/40000] lr: 6.810e-04, eta: 1:06:23, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.1771, decode.acc_seg: 64.7825, loss: 1.1771 2023-11-13 19:39:49,797 - mmseg - INFO - Iter [1100/40000] lr: 7.125e-04, eta: 1:06:13, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.1905, decode.acc_seg: 64.4373, loss: 1.1905 2023-11-13 19:39:54,765 - mmseg - INFO - Iter [1150/40000] lr: 7.440e-04, eta: 1:06:03, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1249, decode.acc_seg: 65.3172, loss: 1.1249 2023-11-13 19:39:59,732 - mmseg - INFO - Iter [1200/40000] lr: 7.754e-04, eta: 1:05:54, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1455, decode.acc_seg: 64.6671, loss: 1.1455 2023-11-13 19:40:04,693 - mmseg - INFO - Iter [1250/40000] lr: 8.067e-04, eta: 1:05:45, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.1460, decode.acc_seg: 64.2318, loss: 1.1460 2023-11-13 19:40:11,863 - mmseg - INFO - Iter [1300/40000] lr: 8.379e-04, eta: 1:06:41, time: 0.143, data_time: 0.047, memory: 1354, decode.loss_ce: 1.1123, decode.acc_seg: 65.1201, loss: 1.1123 2023-11-13 19:40:16,834 - mmseg - INFO - Iter [1350/40000] lr: 8.690e-04, eta: 1:06:31, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1508, decode.acc_seg: 64.3891, loss: 1.1508 2023-11-13 19:40:21,793 - mmseg - INFO - Iter [1400/40000] lr: 9.000e-04, eta: 1:06:20, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1049, decode.acc_seg: 65.2407, loss: 1.1049 2023-11-13 19:40:26,770 - mmseg - INFO - Iter [1450/40000] lr: 9.310e-04, eta: 1:06:10, time: 0.100, data_time: 0.004, memory: 1354, decode.loss_ce: 1.0291, decode.acc_seg: 67.2378, loss: 1.0291 2023-11-13 19:40:31,726 - mmseg - INFO - Iter [1500/40000] lr: 9.619e-04, eta: 1:06:00, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0674, decode.acc_seg: 65.5407, loss: 1.0674 2023-11-13 19:40:36,686 - mmseg - INFO - Iter [1550/40000] lr: 9.613e-04, eta: 1:05:50, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.0489, decode.acc_seg: 66.7132, loss: 1.0489 2023-11-13 19:40:41,643 - mmseg - INFO - Iter [1600/40000] lr: 9.600e-04, eta: 1:05:41, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0449, decode.acc_seg: 66.8755, loss: 1.0449 2023-11-13 19:40:46,598 - mmseg - INFO - Iter [1650/40000] lr: 9.588e-04, eta: 1:05:31, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.1097, decode.acc_seg: 64.1536, loss: 1.1097 2023-11-13 19:40:51,556 - mmseg - INFO - Iter [1700/40000] lr: 9.575e-04, eta: 1:05:22, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0923, decode.acc_seg: 65.2864, loss: 1.0923 2023-11-13 19:40:56,520 - mmseg - INFO - Iter [1750/40000] lr: 9.563e-04, eta: 1:05:14, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0559, decode.acc_seg: 66.2064, loss: 1.0559 2023-11-13 19:41:01,481 - mmseg - INFO - Iter [1800/40000] lr: 9.550e-04, eta: 1:05:05, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0432, decode.acc_seg: 66.6928, loss: 1.0432 2023-11-13 19:41:06,445 - mmseg - INFO - Iter [1850/40000] lr: 9.538e-04, eta: 1:04:57, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0958, decode.acc_seg: 64.7088, loss: 1.0958 2023-11-13 19:41:11,400 - mmseg - INFO - Iter [1900/40000] lr: 9.525e-04, eta: 1:04:49, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0101, decode.acc_seg: 66.5334, loss: 1.0101 2023-11-13 19:41:16,370 - mmseg - INFO - Iter [1950/40000] lr: 9.513e-04, eta: 1:04:41, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0479, decode.acc_seg: 66.0341, loss: 1.0479 2023-11-13 19:41:21,328 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:41:21,328 - mmseg - INFO - Iter [2000/40000] lr: 9.500e-04, eta: 1:04:33, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0463, decode.acc_seg: 65.5631, loss: 1.0463 2023-11-13 19:41:26,281 - mmseg - INFO - Iter [2050/40000] lr: 9.488e-04, eta: 1:04:26, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0452, decode.acc_seg: 66.6957, loss: 1.0452 2023-11-13 19:41:31,234 - mmseg - INFO - Iter [2100/40000] lr: 9.475e-04, eta: 1:04:18, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0173, decode.acc_seg: 67.5229, loss: 1.0173 2023-11-13 19:41:36,189 - mmseg - INFO - Iter [2150/40000] lr: 9.463e-04, eta: 1:04:11, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9961, decode.acc_seg: 67.5545, loss: 0.9961 2023-11-13 19:41:41,156 - mmseg - INFO - Iter [2200/40000] lr: 9.450e-04, eta: 1:04:03, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 1.0138, decode.acc_seg: 67.6437, loss: 1.0138 2023-11-13 19:41:46,114 - mmseg - INFO - Iter [2250/40000] lr: 9.438e-04, eta: 1:03:56, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9646, decode.acc_seg: 67.8737, loss: 0.9646 2023-11-13 19:41:51,066 - mmseg - INFO - Iter [2300/40000] lr: 9.425e-04, eta: 1:03:49, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0458, decode.acc_seg: 66.7363, loss: 1.0458 2023-11-13 19:41:56,023 - mmseg - INFO - Iter [2350/40000] lr: 9.413e-04, eta: 1:03:42, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9820, decode.acc_seg: 67.2307, loss: 0.9820 2023-11-13 19:42:00,979 - mmseg - INFO - Iter [2400/40000] lr: 9.400e-04, eta: 1:03:35, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0451, decode.acc_seg: 66.2599, loss: 1.0451 2023-11-13 19:42:05,936 - mmseg - INFO - Iter [2450/40000] lr: 9.388e-04, eta: 1:03:28, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9706, decode.acc_seg: 68.7460, loss: 0.9706 2023-11-13 19:42:10,893 - mmseg - INFO - Iter [2500/40000] lr: 9.375e-04, eta: 1:03:21, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0483, decode.acc_seg: 65.6574, loss: 1.0483 2023-11-13 19:42:18,048 - mmseg - INFO - Iter [2550/40000] lr: 9.363e-04, eta: 1:03:47, time: 0.143, data_time: 0.046, memory: 1354, decode.loss_ce: 1.0166, decode.acc_seg: 66.7140, loss: 1.0166 2023-11-13 19:42:23,006 - mmseg - INFO - Iter [2600/40000] lr: 9.350e-04, eta: 1:03:40, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9646, decode.acc_seg: 67.6490, loss: 0.9646 2023-11-13 19:42:27,965 - mmseg - INFO - Iter [2650/40000] lr: 9.338e-04, eta: 1:03:32, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9973, decode.acc_seg: 67.0101, loss: 0.9973 2023-11-13 19:42:32,918 - mmseg - INFO - Iter [2700/40000] lr: 9.325e-04, eta: 1:03:25, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9664, decode.acc_seg: 67.8367, loss: 0.9664 2023-11-13 19:42:37,872 - mmseg - INFO - Iter [2750/40000] lr: 9.313e-04, eta: 1:03:18, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0581, decode.acc_seg: 65.8396, loss: 1.0581 2023-11-13 19:42:42,826 - mmseg - INFO - Iter [2800/40000] lr: 9.300e-04, eta: 1:03:11, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9707, decode.acc_seg: 67.6789, loss: 0.9707 2023-11-13 19:42:47,777 - mmseg - INFO - Iter [2850/40000] lr: 9.288e-04, eta: 1:03:04, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9519, decode.acc_seg: 67.8960, loss: 0.9519 2023-11-13 19:42:52,733 - mmseg - INFO - Iter [2900/40000] lr: 9.275e-04, eta: 1:02:57, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9606, decode.acc_seg: 68.2798, loss: 0.9606 2023-11-13 19:42:57,685 - mmseg - INFO - Iter [2950/40000] lr: 9.263e-04, eta: 1:02:50, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9517, decode.acc_seg: 68.6269, loss: 0.9517 2023-11-13 19:43:02,633 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:43:02,633 - mmseg - INFO - Iter [3000/40000] lr: 9.250e-04, eta: 1:02:44, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9642, decode.acc_seg: 68.0844, loss: 0.9642 2023-11-13 19:43:07,582 - mmseg - INFO - Iter [3050/40000] lr: 9.238e-04, eta: 1:02:37, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9842, decode.acc_seg: 67.4261, loss: 0.9842 2023-11-13 19:43:12,532 - mmseg - INFO - Iter [3100/40000] lr: 9.225e-04, eta: 1:02:30, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0230, decode.acc_seg: 66.0732, loss: 1.0230 2023-11-13 19:43:17,490 - mmseg - INFO - Iter [3150/40000] lr: 9.213e-04, eta: 1:02:24, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9690, decode.acc_seg: 68.3010, loss: 0.9690 2023-11-13 19:43:22,452 - mmseg - INFO - Iter [3200/40000] lr: 9.200e-04, eta: 1:02:17, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0010, decode.acc_seg: 67.0417, loss: 1.0010 2023-11-13 19:43:27,401 - mmseg - INFO - Iter [3250/40000] lr: 9.188e-04, eta: 1:02:11, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9609, decode.acc_seg: 67.8725, loss: 0.9609 2023-11-13 19:43:32,360 - mmseg - INFO - Iter [3300/40000] lr: 9.175e-04, eta: 1:02:04, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9734, decode.acc_seg: 67.0575, loss: 0.9734 2023-11-13 19:43:37,316 - mmseg - INFO - Iter [3350/40000] lr: 9.163e-04, eta: 1:01:58, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9850, decode.acc_seg: 67.4003, loss: 0.9850 2023-11-13 19:43:42,267 - mmseg - INFO - Iter [3400/40000] lr: 9.150e-04, eta: 1:01:51, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9855, decode.acc_seg: 67.6470, loss: 0.9855 2023-11-13 19:43:47,222 - mmseg - INFO - Iter [3450/40000] lr: 9.138e-04, eta: 1:01:45, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9394, decode.acc_seg: 68.8675, loss: 0.9394 2023-11-13 19:43:52,177 - mmseg - INFO - Iter [3500/40000] lr: 9.125e-04, eta: 1:01:39, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9810, decode.acc_seg: 67.3414, loss: 0.9810 2023-11-13 19:43:57,122 - mmseg - INFO - Iter [3550/40000] lr: 9.113e-04, eta: 1:01:33, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9920, decode.acc_seg: 67.7841, loss: 0.9920 2023-11-13 19:44:02,073 - mmseg - INFO - Iter [3600/40000] lr: 9.100e-04, eta: 1:01:26, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9330, decode.acc_seg: 69.1066, loss: 0.9330 2023-11-13 19:44:07,025 - mmseg - INFO - Iter [3650/40000] lr: 9.088e-04, eta: 1:01:20, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9777, decode.acc_seg: 68.1071, loss: 0.9777 2023-11-13 19:44:11,975 - mmseg - INFO - Iter [3700/40000] lr: 9.075e-04, eta: 1:01:14, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9570, decode.acc_seg: 67.9248, loss: 0.9570 2023-11-13 19:44:16,930 - mmseg - INFO - Iter [3750/40000] lr: 9.063e-04, eta: 1:01:08, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9945, decode.acc_seg: 67.4190, loss: 0.9945 2023-11-13 19:44:24,211 - mmseg - INFO - Iter [3800/40000] lr: 9.050e-04, eta: 1:01:24, time: 0.146, data_time: 0.046, memory: 1354, decode.loss_ce: 0.9311, decode.acc_seg: 68.2149, loss: 0.9311 2023-11-13 19:44:29,164 - mmseg - INFO - Iter [3850/40000] lr: 9.038e-04, eta: 1:01:18, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9675, decode.acc_seg: 67.6945, loss: 0.9675 2023-11-13 19:44:34,113 - mmseg - INFO - Iter [3900/40000] lr: 9.025e-04, eta: 1:01:11, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9178, decode.acc_seg: 68.7603, loss: 0.9178 2023-11-13 19:44:39,057 - mmseg - INFO - Iter [3950/40000] lr: 9.013e-04, eta: 1:01:05, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 0.8980, decode.acc_seg: 68.8897, loss: 0.8980 2023-11-13 19:44:44,003 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:44:44,004 - mmseg - INFO - Iter [4000/40000] lr: 9.000e-04, eta: 1:00:59, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 0.9687, decode.acc_seg: 67.2078, loss: 0.9687 2023-11-13 19:44:48,951 - mmseg - INFO - Iter [4050/40000] lr: 8.988e-04, eta: 1:00:52, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9729, decode.acc_seg: 68.1852, loss: 0.9729 2023-11-13 19:44:53,902 - mmseg - INFO - Iter [4100/40000] lr: 8.975e-04, eta: 1:00:46, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9569, decode.acc_seg: 68.0506, loss: 0.9569 2023-11-13 19:44:58,851 - mmseg - INFO - Iter [4150/40000] lr: 8.963e-04, eta: 1:00:40, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9453, decode.acc_seg: 67.9122, loss: 0.9453 2023-11-13 19:45:03,796 - mmseg - INFO - Iter [4200/40000] lr: 8.950e-04, eta: 1:00:34, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9019, decode.acc_seg: 69.1024, loss: 0.9019 2023-11-13 19:45:08,738 - mmseg - INFO - Iter [4250/40000] lr: 8.938e-04, eta: 1:00:27, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9344, decode.acc_seg: 67.7337, loss: 0.9344 2023-11-13 19:45:13,685 - mmseg - INFO - Iter [4300/40000] lr: 8.925e-04, eta: 1:00:21, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0152, decode.acc_seg: 66.2532, loss: 1.0152 2023-11-13 19:45:18,629 - mmseg - INFO - Iter [4350/40000] lr: 8.913e-04, eta: 1:00:15, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9361, decode.acc_seg: 68.3329, loss: 0.9361 2023-11-13 19:45:23,580 - mmseg - INFO - Iter [4400/40000] lr: 8.900e-04, eta: 1:00:09, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9753, decode.acc_seg: 67.9277, loss: 0.9753 2023-11-13 19:45:28,529 - mmseg - INFO - Iter [4450/40000] lr: 8.888e-04, eta: 1:00:03, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9215, decode.acc_seg: 68.6856, loss: 0.9215 2023-11-13 19:45:33,477 - mmseg - INFO - Iter [4500/40000] lr: 8.875e-04, eta: 0:59:57, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9441, decode.acc_seg: 68.5959, loss: 0.9441 2023-11-13 19:45:38,412 - mmseg - INFO - Iter [4550/40000] lr: 8.863e-04, eta: 0:59:51, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9489, decode.acc_seg: 68.0346, loss: 0.9489 2023-11-13 19:45:43,371 - mmseg - INFO - Iter [4600/40000] lr: 8.850e-04, eta: 0:59:45, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9132, decode.acc_seg: 69.3486, loss: 0.9132 2023-11-13 19:45:48,314 - mmseg - INFO - Iter [4650/40000] lr: 8.838e-04, eta: 0:59:39, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9154, decode.acc_seg: 69.2020, loss: 0.9154 2023-11-13 19:45:53,262 - mmseg - INFO - Iter [4700/40000] lr: 8.825e-04, eta: 0:59:33, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9351, decode.acc_seg: 68.2233, loss: 0.9351 2023-11-13 19:45:58,209 - mmseg - INFO - Iter [4750/40000] lr: 8.813e-04, eta: 0:59:27, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9643, decode.acc_seg: 67.7367, loss: 0.9643 2023-11-13 19:46:03,166 - mmseg - INFO - Iter [4800/40000] lr: 8.800e-04, eta: 0:59:21, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9564, decode.acc_seg: 68.1813, loss: 0.9564 2023-11-13 19:46:08,109 - mmseg - INFO - Iter [4850/40000] lr: 8.788e-04, eta: 0:59:16, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9340, decode.acc_seg: 68.7081, loss: 0.9340 2023-11-13 19:46:13,055 - mmseg - INFO - Iter [4900/40000] lr: 8.775e-04, eta: 0:59:10, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9353, decode.acc_seg: 68.2468, loss: 0.9353 2023-11-13 19:46:17,994 - mmseg - INFO - Iter [4950/40000] lr: 8.763e-04, eta: 0:59:04, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9442, decode.acc_seg: 68.5105, loss: 0.9442 2023-11-13 19:46:22,945 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:46:22,946 - mmseg - INFO - Iter [5000/40000] lr: 8.750e-04, eta: 0:58:58, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9529, decode.acc_seg: 67.6843, loss: 0.9529 2023-11-13 19:46:27,891 - mmseg - INFO - Iter [5050/40000] lr: 8.738e-04, eta: 0:58:52, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9634, decode.acc_seg: 67.8049, loss: 0.9634 2023-11-13 19:46:35,134 - mmseg - INFO - Iter [5100/40000] lr: 8.725e-04, eta: 0:59:02, time: 0.145, data_time: 0.047, memory: 1354, decode.loss_ce: 0.8739, decode.acc_seg: 69.5831, loss: 0.8739 2023-11-13 19:46:40,090 - mmseg - INFO - Iter [5150/40000] lr: 8.713e-04, eta: 0:58:56, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8983, decode.acc_seg: 68.4909, loss: 0.8983 2023-11-13 19:46:45,045 - mmseg - INFO - Iter [5200/40000] lr: 8.700e-04, eta: 0:58:50, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9428, decode.acc_seg: 68.1861, loss: 0.9428 2023-11-13 19:46:49,988 - mmseg - INFO - Iter [5250/40000] lr: 8.688e-04, eta: 0:58:44, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9098, decode.acc_seg: 68.9095, loss: 0.9098 2023-11-13 19:46:54,934 - mmseg - INFO - Iter [5300/40000] lr: 8.675e-04, eta: 0:58:39, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9666, decode.acc_seg: 67.4565, loss: 0.9666 2023-11-13 19:46:59,879 - mmseg - INFO - Iter [5350/40000] lr: 8.663e-04, eta: 0:58:33, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9537, decode.acc_seg: 68.1693, loss: 0.9537 2023-11-13 19:47:04,830 - mmseg - INFO - Iter [5400/40000] lr: 8.650e-04, eta: 0:58:27, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9311, decode.acc_seg: 68.4069, loss: 0.9311 2023-11-13 19:47:09,777 - mmseg - INFO - Iter [5450/40000] lr: 8.638e-04, eta: 0:58:21, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8958, decode.acc_seg: 69.5740, loss: 0.8958 2023-11-13 19:47:14,720 - mmseg - INFO - Iter [5500/40000] lr: 8.625e-04, eta: 0:58:15, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9300, decode.acc_seg: 68.0715, loss: 0.9300 2023-11-13 19:47:19,666 - mmseg - INFO - Iter [5550/40000] lr: 8.613e-04, eta: 0:58:09, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9200, decode.acc_seg: 68.6162, loss: 0.9200 2023-11-13 19:47:24,606 - mmseg - INFO - Iter [5600/40000] lr: 8.600e-04, eta: 0:58:03, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9427, decode.acc_seg: 67.6162, loss: 0.9427 2023-11-13 19:47:29,550 - mmseg - INFO - Iter [5650/40000] lr: 8.588e-04, eta: 0:57:58, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9150, decode.acc_seg: 69.0751, loss: 0.9150 2023-11-13 19:47:34,503 - mmseg - INFO - Iter [5700/40000] lr: 8.575e-04, eta: 0:57:52, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9428, decode.acc_seg: 68.1195, loss: 0.9428 2023-11-13 19:47:39,443 - mmseg - INFO - Iter [5750/40000] lr: 8.563e-04, eta: 0:57:46, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9137, decode.acc_seg: 68.6533, loss: 0.9137 2023-11-13 19:47:44,398 - mmseg - INFO - Iter [5800/40000] lr: 8.550e-04, eta: 0:57:41, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9443, decode.acc_seg: 68.4356, loss: 0.9443 2023-11-13 19:47:49,342 - mmseg - INFO - Iter [5850/40000] lr: 8.538e-04, eta: 0:57:35, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9079, decode.acc_seg: 68.9506, loss: 0.9079 2023-11-13 19:47:54,286 - mmseg - INFO - Iter [5900/40000] lr: 8.525e-04, eta: 0:57:29, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9259, decode.acc_seg: 68.8242, loss: 0.9259 2023-11-13 19:47:59,231 - mmseg - INFO - Iter [5950/40000] lr: 8.513e-04, eta: 0:57:23, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 1.0168, decode.acc_seg: 65.8943, loss: 1.0168 2023-11-13 19:48:04,179 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:48:04,179 - mmseg - INFO - Iter [6000/40000] lr: 8.500e-04, eta: 0:57:18, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9655, decode.acc_seg: 68.2675, loss: 0.9655 2023-11-13 19:48:09,117 - mmseg - INFO - Iter [6050/40000] lr: 8.488e-04, eta: 0:57:12, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9642, decode.acc_seg: 68.2590, loss: 0.9642 2023-11-13 19:48:14,059 - mmseg - INFO - Iter [6100/40000] lr: 8.475e-04, eta: 0:57:06, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9368, decode.acc_seg: 68.3856, loss: 0.9368 2023-11-13 19:48:19,005 - mmseg - INFO - Iter [6150/40000] lr: 8.463e-04, eta: 0:57:01, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9461, decode.acc_seg: 68.4514, loss: 0.9461 2023-11-13 19:48:23,942 - mmseg - INFO - Iter [6200/40000] lr: 8.450e-04, eta: 0:56:55, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9317, decode.acc_seg: 68.6235, loss: 0.9317 2023-11-13 19:48:28,890 - mmseg - INFO - Iter [6250/40000] lr: 8.438e-04, eta: 0:56:49, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 0.9373, decode.acc_seg: 68.2443, loss: 0.9373 2023-11-13 19:48:33,836 - mmseg - INFO - Iter [6300/40000] lr: 8.425e-04, eta: 0:56:44, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8925, decode.acc_seg: 69.7806, loss: 0.8925 2023-11-13 19:48:41,032 - mmseg - INFO - Iter [6350/40000] lr: 8.413e-04, eta: 0:56:50, time: 0.144, data_time: 0.045, memory: 1354, decode.loss_ce: 0.9027, decode.acc_seg: 68.7355, loss: 0.9027 2023-11-13 19:48:45,979 - mmseg - INFO - Iter [6400/40000] lr: 8.400e-04, eta: 0:56:44, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9050, decode.acc_seg: 68.6924, loss: 0.9050 2023-11-13 19:48:50,923 - mmseg - INFO - Iter [6450/40000] lr: 8.388e-04, eta: 0:56:39, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9013, decode.acc_seg: 70.0444, loss: 0.9013 2023-11-13 19:48:55,870 - mmseg - INFO - Iter [6500/40000] lr: 8.375e-04, eta: 0:56:33, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9428, decode.acc_seg: 68.5876, loss: 0.9428 2023-11-13 19:49:00,809 - mmseg - INFO - Iter [6550/40000] lr: 8.363e-04, eta: 0:56:27, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9416, decode.acc_seg: 68.4679, loss: 0.9416 2023-11-13 19:49:05,757 - mmseg - INFO - Iter [6600/40000] lr: 8.350e-04, eta: 0:56:22, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9224, decode.acc_seg: 68.5037, loss: 0.9224 2023-11-13 19:49:10,702 - mmseg - INFO - Iter [6650/40000] lr: 8.338e-04, eta: 0:56:16, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8900, decode.acc_seg: 69.5348, loss: 0.8900 2023-11-13 19:49:15,641 - mmseg - INFO - Iter [6700/40000] lr: 8.325e-04, eta: 0:56:10, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9015, decode.acc_seg: 69.1699, loss: 0.9015 2023-11-13 19:49:20,581 - mmseg - INFO - Iter [6750/40000] lr: 8.313e-04, eta: 0:56:05, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8910, decode.acc_seg: 69.9236, loss: 0.8910 2023-11-13 19:49:25,533 - mmseg - INFO - Iter [6800/40000] lr: 8.300e-04, eta: 0:55:59, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9364, decode.acc_seg: 68.9289, loss: 0.9364 2023-11-13 19:49:30,476 - mmseg - INFO - Iter [6850/40000] lr: 8.288e-04, eta: 0:55:53, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8976, decode.acc_seg: 69.0932, loss: 0.8976 2023-11-13 19:49:35,417 - mmseg - INFO - Iter [6900/40000] lr: 8.275e-04, eta: 0:55:48, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9008, decode.acc_seg: 68.9252, loss: 0.9008 2023-11-13 19:49:40,362 - mmseg - INFO - Iter [6950/40000] lr: 8.263e-04, eta: 0:55:42, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9090, decode.acc_seg: 68.6283, loss: 0.9090 2023-11-13 19:49:45,309 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:49:45,309 - mmseg - INFO - Iter [7000/40000] lr: 8.250e-04, eta: 0:55:37, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9253, decode.acc_seg: 68.1031, loss: 0.9253 2023-11-13 19:49:50,258 - mmseg - INFO - Iter [7050/40000] lr: 8.238e-04, eta: 0:55:31, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9981, decode.acc_seg: 66.4480, loss: 0.9981 2023-11-13 19:49:55,206 - mmseg - INFO - Iter [7100/40000] lr: 8.225e-04, eta: 0:55:25, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9223, decode.acc_seg: 68.7123, loss: 0.9223 2023-11-13 19:50:00,147 - mmseg - INFO - Iter [7150/40000] lr: 8.213e-04, eta: 0:55:20, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9218, decode.acc_seg: 68.6960, loss: 0.9218 2023-11-13 19:50:05,093 - mmseg - INFO - Iter [7200/40000] lr: 8.200e-04, eta: 0:55:14, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9551, decode.acc_seg: 67.2705, loss: 0.9551 2023-11-13 19:50:10,037 - mmseg - INFO - Iter [7250/40000] lr: 8.188e-04, eta: 0:55:09, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9288, decode.acc_seg: 68.4273, loss: 0.9288 2023-11-13 19:50:14,982 - mmseg - INFO - Iter [7300/40000] lr: 8.175e-04, eta: 0:55:03, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9098, decode.acc_seg: 68.3721, loss: 0.9098 2023-11-13 19:50:19,933 - mmseg - INFO - Iter [7350/40000] lr: 8.163e-04, eta: 0:54:58, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9340, decode.acc_seg: 68.8329, loss: 0.9340 2023-11-13 19:50:24,877 - mmseg - INFO - Iter [7400/40000] lr: 8.150e-04, eta: 0:54:52, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9300, decode.acc_seg: 68.9170, loss: 0.9300 2023-11-13 19:50:29,828 - mmseg - INFO - Iter [7450/40000] lr: 8.138e-04, eta: 0:54:47, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9436, decode.acc_seg: 67.4510, loss: 0.9436 2023-11-13 19:50:34,770 - mmseg - INFO - Iter [7500/40000] lr: 8.125e-04, eta: 0:54:41, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9593, decode.acc_seg: 67.6628, loss: 0.9593 2023-11-13 19:50:39,711 - mmseg - INFO - Iter [7550/40000] lr: 8.113e-04, eta: 0:54:36, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9560, decode.acc_seg: 68.2583, loss: 0.9560 2023-11-13 19:50:47,006 - mmseg - INFO - Iter [7600/40000] lr: 8.100e-04, eta: 0:54:40, time: 0.146, data_time: 0.046, memory: 1354, decode.loss_ce: 0.8820, decode.acc_seg: 69.9599, loss: 0.8820 2023-11-13 19:50:51,948 - mmseg - INFO - Iter [7650/40000] lr: 8.088e-04, eta: 0:54:35, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8944, decode.acc_seg: 69.3459, loss: 0.8944 2023-11-13 19:50:56,885 - mmseg - INFO - Iter [7700/40000] lr: 8.075e-04, eta: 0:54:29, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8887, decode.acc_seg: 69.0000, loss: 0.8887 2023-11-13 19:51:01,829 - mmseg - INFO - Iter [7750/40000] lr: 8.063e-04, eta: 0:54:24, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8928, decode.acc_seg: 68.8609, loss: 0.8928 2023-11-13 19:51:06,771 - mmseg - INFO - Iter [7800/40000] lr: 8.050e-04, eta: 0:54:18, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9271, decode.acc_seg: 68.2565, loss: 0.9271 2023-11-13 19:51:11,715 - mmseg - INFO - Iter [7850/40000] lr: 8.038e-04, eta: 0:54:12, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9135, decode.acc_seg: 69.2147, loss: 0.9135 2023-11-13 19:51:16,656 - mmseg - INFO - Iter [7900/40000] lr: 8.025e-04, eta: 0:54:07, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9281, decode.acc_seg: 68.5775, loss: 0.9281 2023-11-13 19:51:21,598 - mmseg - INFO - Iter [7950/40000] lr: 8.013e-04, eta: 0:54:01, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9626, decode.acc_seg: 67.7505, loss: 0.9626 2023-11-13 19:51:26,540 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:51:26,541 - mmseg - INFO - Iter [8000/40000] lr: 8.000e-04, eta: 0:53:56, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8849, decode.acc_seg: 69.2610, loss: 0.8849 2023-11-13 19:51:31,480 - mmseg - INFO - Iter [8050/40000] lr: 7.988e-04, eta: 0:53:50, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9154, decode.acc_seg: 69.1230, loss: 0.9154 2023-11-13 19:51:36,419 - mmseg - INFO - Iter [8100/40000] lr: 7.975e-04, eta: 0:53:45, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9072, decode.acc_seg: 69.2352, loss: 0.9072 2023-11-13 19:51:41,361 - mmseg - INFO - Iter [8150/40000] lr: 7.963e-04, eta: 0:53:39, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9052, decode.acc_seg: 68.6638, loss: 0.9052 2023-11-13 19:51:46,306 - mmseg - INFO - Iter [8200/40000] lr: 7.950e-04, eta: 0:53:34, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9068, decode.acc_seg: 68.5597, loss: 0.9068 2023-11-13 19:51:51,256 - mmseg - INFO - Iter [8250/40000] lr: 7.938e-04, eta: 0:53:28, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8980, decode.acc_seg: 69.7250, loss: 0.8980 2023-11-13 19:51:56,205 - mmseg - INFO - Iter [8300/40000] lr: 7.925e-04, eta: 0:53:23, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9262, decode.acc_seg: 68.1264, loss: 0.9262 2023-11-13 19:52:01,149 - mmseg - INFO - Iter [8350/40000] lr: 7.913e-04, eta: 0:53:17, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9129, decode.acc_seg: 68.7174, loss: 0.9129 2023-11-13 19:52:06,087 - mmseg - INFO - Iter [8400/40000] lr: 7.900e-04, eta: 0:53:12, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9100, decode.acc_seg: 68.7736, loss: 0.9100 2023-11-13 19:52:11,039 - mmseg - INFO - Iter [8450/40000] lr: 7.888e-04, eta: 0:53:07, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9252, decode.acc_seg: 68.2769, loss: 0.9252 2023-11-13 19:52:15,984 - mmseg - INFO - Iter [8500/40000] lr: 7.875e-04, eta: 0:53:01, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9299, decode.acc_seg: 68.8430, loss: 0.9299 2023-11-13 19:52:20,934 - mmseg - INFO - Iter [8550/40000] lr: 7.863e-04, eta: 0:52:56, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9008, decode.acc_seg: 69.0698, loss: 0.9008 2023-11-13 19:52:25,880 - mmseg - INFO - Iter [8600/40000] lr: 7.850e-04, eta: 0:52:50, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9107, decode.acc_seg: 68.6634, loss: 0.9107 2023-11-13 19:52:30,823 - mmseg - INFO - Iter [8650/40000] lr: 7.838e-04, eta: 0:52:45, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9348, decode.acc_seg: 68.1927, loss: 0.9348 2023-11-13 19:52:35,777 - mmseg - INFO - Iter [8700/40000] lr: 7.825e-04, eta: 0:52:39, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9155, decode.acc_seg: 69.2147, loss: 0.9155 2023-11-13 19:52:40,717 - mmseg - INFO - Iter [8750/40000] lr: 7.813e-04, eta: 0:52:34, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9061, decode.acc_seg: 69.2056, loss: 0.9061 2023-11-13 19:52:45,666 - mmseg - INFO - Iter [8800/40000] lr: 7.800e-04, eta: 0:52:29, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9741, decode.acc_seg: 66.9306, loss: 0.9741 2023-11-13 19:52:52,835 - mmseg - INFO - Iter [8850/40000] lr: 7.788e-04, eta: 0:52:31, time: 0.143, data_time: 0.046, memory: 1354, decode.loss_ce: 0.8972, decode.acc_seg: 69.4236, loss: 0.8972 2023-11-13 19:52:57,780 - mmseg - INFO - Iter [8900/40000] lr: 7.775e-04, eta: 0:52:26, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9041, decode.acc_seg: 69.6411, loss: 0.9041 2023-11-13 19:53:02,731 - mmseg - INFO - Iter [8950/40000] lr: 7.763e-04, eta: 0:52:20, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8925, decode.acc_seg: 69.5155, loss: 0.8925 2023-11-13 19:53:07,676 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:53:07,677 - mmseg - INFO - Iter [9000/40000] lr: 7.750e-04, eta: 0:52:15, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8757, decode.acc_seg: 69.2133, loss: 0.8757 2023-11-13 19:53:12,615 - mmseg - INFO - Iter [9050/40000] lr: 7.738e-04, eta: 0:52:09, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9031, decode.acc_seg: 69.5319, loss: 0.9031 2023-11-13 19:53:17,555 - mmseg - INFO - Iter [9100/40000] lr: 7.725e-04, eta: 0:52:04, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9051, decode.acc_seg: 69.1347, loss: 0.9051 2023-11-13 19:53:22,512 - mmseg - INFO - Iter [9150/40000] lr: 7.713e-04, eta: 0:51:58, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 0.8795, decode.acc_seg: 69.2767, loss: 0.8795 2023-11-13 19:53:27,457 - mmseg - INFO - Iter [9200/40000] lr: 7.700e-04, eta: 0:51:53, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8643, decode.acc_seg: 70.3045, loss: 0.8643 2023-11-13 19:53:32,408 - mmseg - INFO - Iter [9250/40000] lr: 7.688e-04, eta: 0:51:48, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9293, decode.acc_seg: 68.4618, loss: 0.9293 2023-11-13 19:53:37,351 - mmseg - INFO - Iter [9300/40000] lr: 7.675e-04, eta: 0:51:42, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9121, decode.acc_seg: 68.6474, loss: 0.9121 2023-11-13 19:53:42,296 - mmseg - INFO - Iter [9350/40000] lr: 7.663e-04, eta: 0:51:37, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9062, decode.acc_seg: 68.9003, loss: 0.9062 2023-11-13 19:53:47,232 - mmseg - INFO - Iter [9400/40000] lr: 7.650e-04, eta: 0:51:31, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9479, decode.acc_seg: 68.1440, loss: 0.9479 2023-11-13 19:53:52,183 - mmseg - INFO - Iter [9450/40000] lr: 7.638e-04, eta: 0:51:26, time: 0.099, data_time: 0.004, memory: 1354, decode.loss_ce: 0.9066, decode.acc_seg: 69.2903, loss: 0.9066 2023-11-13 19:53:57,135 - mmseg - INFO - Iter [9500/40000] lr: 7.625e-04, eta: 0:51:21, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8888, decode.acc_seg: 69.4670, loss: 0.8888 2023-11-13 19:54:02,079 - mmseg - INFO - Iter [9550/40000] lr: 7.613e-04, eta: 0:51:15, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9019, decode.acc_seg: 69.5736, loss: 0.9019 2023-11-13 19:54:07,026 - mmseg - INFO - Iter [9600/40000] lr: 7.600e-04, eta: 0:51:10, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9265, decode.acc_seg: 68.1286, loss: 0.9265 2023-11-13 19:54:11,971 - mmseg - INFO - Iter [9650/40000] lr: 7.588e-04, eta: 0:51:04, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9146, decode.acc_seg: 68.4093, loss: 0.9146 2023-11-13 19:54:16,926 - mmseg - INFO - Iter [9700/40000] lr: 7.575e-04, eta: 0:50:59, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9095, decode.acc_seg: 68.8938, loss: 0.9095 2023-11-13 19:54:21,864 - mmseg - INFO - Iter [9750/40000] lr: 7.563e-04, eta: 0:50:54, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9121, decode.acc_seg: 68.2487, loss: 0.9121 2023-11-13 19:54:26,806 - mmseg - INFO - Iter [9800/40000] lr: 7.550e-04, eta: 0:50:48, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8936, decode.acc_seg: 69.4779, loss: 0.8936 2023-11-13 19:54:31,749 - mmseg - INFO - Iter [9850/40000] lr: 7.538e-04, eta: 0:50:43, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9098, decode.acc_seg: 69.7423, loss: 0.9098 2023-11-13 19:54:36,688 - mmseg - INFO - Iter [9900/40000] lr: 7.525e-04, eta: 0:50:38, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9253, decode.acc_seg: 68.5041, loss: 0.9253 2023-11-13 19:54:41,656 - mmseg - INFO - Iter [9950/40000] lr: 7.513e-04, eta: 0:50:32, time: 0.099, data_time: 0.003, memory: 1354, decode.loss_ce: 0.9169, decode.acc_seg: 69.1848, loss: 0.9169 2023-11-13 19:54:46,556 - mmseg - INFO - Saving checkpoint at 10000 iterations 2023-11-13 19:54:46,612 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:54:46,612 - mmseg - INFO - Iter [10000/40000] lr: 7.500e-04, eta: 0:50:27, time: 0.100, data_time: 0.003, memory: 1354, decode.loss_ce: 0.8920, decode.acc_seg: 69.1313, loss: 0.8920 2023-11-13 19:55:48,454 - mmseg - INFO - per class results: 2023-11-13 19:55:48,460 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 62.77 | 82.88 | | building | 71.84 | 89.53 | | sky | 91.67 | 95.74 | | floor | 69.49 | 86.81 | | tree | 66.22 | 82.84 | | ceiling | 71.84 | 85.25 | | road | 72.19 | 83.72 | | bed | 67.92 | 83.08 | | windowpane | 46.61 | 67.37 | | grass | 58.7 | 70.84 | | cabinet | 40.17 | 50.55 | | sidewalk | 48.11 | 70.71 | | person | 69.86 | 86.33 | | earth | 31.81 | 46.54 | | door | 16.97 | 23.5 | | table | 30.96 | 47.34 | | mountain | 46.22 | 65.06 | | plant | 41.24 | 50.26 | | curtain | 54.84 | 66.16 | | chair | 38.61 | 56.51 | | car | 71.24 | 87.11 | | water | 49.02 | 59.69 | | painting | 51.68 | 67.67 | | sofa | 41.53 | 69.09 | | shelf | 22.24 | 28.07 | | house | 27.15 | 31.86 | | sea | 50.51 | 73.61 | | mirror | 31.52 | 37.76 | | rug | 43.67 | 51.16 | | field | 20.59 | 41.38 | | armchair | 13.65 | 17.08 | | seat | 29.61 | 49.54 | | fence | 21.14 | 27.53 | | desk | 19.72 | 28.87 | | rock | 31.91 | 51.04 | | wardrobe | 26.2 | 36.05 | | lamp | 37.44 | 51.81 | | bathtub | 45.5 | 57.4 | | railing | 15.76 | 17.91 | | cushion | 32.98 | 43.73 | | base | 8.85 | 13.26 | | box | 9.19 | 12.09 | | column | 24.67 | 32.75 | | signboard | 25.38 | 31.61 | | chest of drawers | 27.16 | 48.58 | | counter | 21.35 | 34.33 | | sand | 32.34 | 37.48 | | sink | 45.98 | 58.71 | | skyscraper | 43.33 | 64.4 | | fireplace | 34.55 | 41.98 | | refrigerator | 38.59 | 53.96 | | grandstand | 33.02 | 50.53 | | path | 12.52 | 14.68 | | stairs | 28.3 | 34.76 | | runway | 55.18 | 62.83 | | case | 29.45 | 44.05 | | pool table | 79.23 | 90.82 | | pillow | 38.52 | 49.91 | | screen door | 24.22 | 26.38 | | stairway | 15.1 | 19.97 | | river | 10.76 | 20.46 | | bridge | 29.67 | 41.42 | | bookcase | 26.29 | 35.29 | | blind | 15.59 | 16.85 | | coffee table | 37.44 | 49.0 | | toilet | 62.03 | 77.62 | | flower | 23.79 | 28.82 | | book | 30.81 | 44.23 | | hill | 2.47 | 2.83 | | bench | 19.96 | 22.07 | | countertop | 35.99 | 46.36 | | stove | 37.07 | 51.39 | | palm | 38.42 | 46.79 | | kitchen island | 20.49 | 43.74 | | computer | 40.54 | 54.45 | | swivel chair | 29.57 | 49.77 | | boat | 35.94 | 47.31 | | bar | 7.15 | 7.61 | | arcade machine | 8.68 | 10.59 | | hovel | 7.0 | 7.44 | | bus | 51.72 | 68.43 | | towel | 41.38 | 51.01 | | light | 21.85 | 24.24 | | truck | 2.51 | 3.36 | | tower | 26.96 | 37.07 | | chandelier | 42.06 | 48.21 | | awning | 15.12 | 17.6 | | streetlight | 10.15 | 12.98 | | booth | 7.62 | 8.13 | | television receiver | 38.02 | 46.58 | | airplane | 48.12 | 60.08 | | dirt track | 6.89 | 10.39 | | apparel | 23.54 | 39.09 | | pole | 10.23 | 13.02 | | land | 2.69 | 4.06 | | bannister | 3.05 | 4.05 | | escalator | 5.59 | 6.69 | | ottoman | 9.35 | 10.97 | | bottle | 10.68 | 12.56 | | buffet | 28.88 | 46.38 | | poster | 10.65 | 13.09 | | stage | 5.27 | 6.45 | | van | 20.23 | 25.57 | | ship | 3.21 | 4.38 | | fountain | 19.46 | 21.55 | | conveyer belt | 34.68 | 67.39 | | canopy | 2.14 | 2.43 | | washer | 38.78 | 42.72 | | plaything | 16.06 | 27.77 | | swimming pool | 19.33 | 37.02 | | stool | 8.37 | 10.61 | | barrel | 0.2 | 1.01 | | basket | 14.83 | 17.0 | | waterfall | 54.22 | 90.15 | | tent | 80.19 | 95.06 | | bag | 6.02 | 8.09 | | minibike | 33.55 | 40.64 | | cradle | 60.12 | 71.29 | | oven | 12.11 | 20.83 | | ball | 34.25 | 41.45 | | food | 50.91 | 62.14 | | step | 0.44 | 0.51 | | tank | 15.01 | 15.3 | | trade name | 9.68 | 10.4 | | microwave | 27.99 | 35.39 | | pot | 22.06 | 25.67 | | animal | 49.87 | 57.23 | | bicycle | 36.02 | 62.33 | | lake | 6.67 | 7.75 | | dishwasher | 25.99 | 46.66 | | screen | 62.2 | 76.8 | | blanket | 2.66 | 2.77 | | sculpture | 9.25 | 11.39 | | hood | 24.77 | 27.53 | | sconce | 14.33 | 17.15 | | vase | 16.03 | 22.58 | | traffic light | 20.8 | 30.81 | | tray | 4.19 | 5.21 | | ashcan | 20.28 | 27.33 | | fan | 36.83 | 60.09 | | pier | 20.76 | 38.23 | | crt screen | 0.04 | 0.04 | | plate | 30.96 | 47.49 | | monitor | 6.09 | 6.93 | | bulletin board | 14.69 | 21.76 | | shower | 0.0 | 0.0 | | radiator | 39.39 | 53.17 | | glass | 9.49 | 10.97 | | clock | 14.25 | 20.26 | | flag | 27.23 | 32.75 | +---------------------+-------+-------+ 2023-11-13 19:55:48,460 - mmseg - INFO - Summary: 2023-11-13 19:55:48,460 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 72.94 | 29.51 | 39.02 | +-------+-------+-------+ 2023-11-13 19:55:48,461 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:55:48,461 - mmseg - INFO - Iter(val) [250] aAcc: 0.7294, mIoU: 0.2951, mAcc: 0.3902, IoU.wall: 0.6277, IoU.building: 0.7184, IoU.sky: 0.9167, IoU.floor: 0.6949, IoU.tree: 0.6622, IoU.ceiling: 0.7184, IoU.road: 0.7219, IoU.bed : 0.6792, IoU.windowpane: 0.4661, IoU.grass: 0.5870, IoU.cabinet: 0.4017, IoU.sidewalk: 0.4811, IoU.person: 0.6986, IoU.earth: 0.3181, IoU.door: 0.1697, IoU.table: 0.3096, IoU.mountain: 0.4622, IoU.plant: 0.4124, IoU.curtain: 0.5484, IoU.chair: 0.3861, IoU.car: 0.7124, IoU.water: 0.4902, IoU.painting: 0.5168, IoU.sofa: 0.4153, IoU.shelf: 0.2224, IoU.house: 0.2715, IoU.sea: 0.5051, IoU.mirror: 0.3152, IoU.rug: 0.4367, IoU.field: 0.2059, IoU.armchair: 0.1365, IoU.seat: 0.2961, IoU.fence: 0.2114, IoU.desk: 0.1972, IoU.rock: 0.3191, IoU.wardrobe: 0.2620, IoU.lamp: 0.3744, IoU.bathtub: 0.4550, IoU.railing: 0.1576, IoU.cushion: 0.3298, IoU.base: 0.0885, IoU.box: 0.0919, IoU.column: 0.2467, IoU.signboard: 0.2538, IoU.chest of drawers: 0.2716, IoU.counter: 0.2135, IoU.sand: 0.3234, IoU.sink: 0.4598, IoU.skyscraper: 0.4333, IoU.fireplace: 0.3455, IoU.refrigerator: 0.3859, IoU.grandstand: 0.3302, IoU.path: 0.1252, IoU.stairs: 0.2830, IoU.runway: 0.5518, IoU.case: 0.2945, IoU.pool table: 0.7923, IoU.pillow: 0.3852, IoU.screen door: 0.2422, IoU.stairway: 0.1510, IoU.river: 0.1076, IoU.bridge: 0.2967, IoU.bookcase: 0.2629, IoU.blind: 0.1559, IoU.coffee table: 0.3744, IoU.toilet: 0.6203, IoU.flower: 0.2379, IoU.book: 0.3081, IoU.hill: 0.0247, IoU.bench: 0.1996, IoU.countertop: 0.3599, IoU.stove: 0.3707, IoU.palm: 0.3842, IoU.kitchen island: 0.2049, IoU.computer: 0.4054, IoU.swivel chair: 0.2957, IoU.boat: 0.3594, IoU.bar: 0.0715, IoU.arcade machine: 0.0868, IoU.hovel: 0.0700, IoU.bus: 0.5172, IoU.towel: 0.4138, IoU.light: 0.2185, IoU.truck: 0.0251, IoU.tower: 0.2696, IoU.chandelier: 0.4206, IoU.awning: 0.1512, IoU.streetlight: 0.1015, IoU.booth: 0.0762, IoU.television receiver: 0.3802, IoU.airplane: 0.4812, IoU.dirt track: 0.0689, IoU.apparel: 0.2354, IoU.pole: 0.1023, IoU.land: 0.0269, IoU.bannister: 0.0305, IoU.escalator: 0.0559, IoU.ottoman: 0.0935, IoU.bottle: 0.1068, IoU.buffet: 0.2888, IoU.poster: 0.1065, IoU.stage: 0.0527, IoU.van: 0.2023, IoU.ship: 0.0321, IoU.fountain: 0.1946, IoU.conveyer belt: 0.3468, IoU.canopy: 0.0214, IoU.washer: 0.3878, IoU.plaything: 0.1606, IoU.swimming pool: 0.1933, IoU.stool: 0.0837, IoU.barrel: 0.0020, IoU.basket: 0.1483, IoU.waterfall: 0.5422, IoU.tent: 0.8019, IoU.bag: 0.0602, IoU.minibike: 0.3355, IoU.cradle: 0.6012, IoU.oven: 0.1211, IoU.ball: 0.3425, IoU.food: 0.5091, IoU.step: 0.0044, IoU.tank: 0.1501, IoU.trade name: 0.0968, IoU.microwave: 0.2799, IoU.pot: 0.2206, IoU.animal: 0.4987, IoU.bicycle: 0.3602, IoU.lake: 0.0667, IoU.dishwasher: 0.2599, IoU.screen: 0.6220, IoU.blanket: 0.0266, IoU.sculpture: 0.0925, IoU.hood: 0.2477, IoU.sconce: 0.1433, IoU.vase: 0.1603, IoU.traffic light: 0.2080, IoU.tray: 0.0419, IoU.ashcan: 0.2028, IoU.fan: 0.3683, IoU.pier: 0.2076, IoU.crt screen: 0.0004, IoU.plate: 0.3096, IoU.monitor: 0.0609, IoU.bulletin board: 0.1469, IoU.shower: 0.0000, IoU.radiator: 0.3939, IoU.glass: 0.0949, IoU.clock: 0.1425, IoU.flag: 0.2723, Acc.wall: 0.8288, Acc.building: 0.8953, Acc.sky: 0.9574, Acc.floor: 0.8681, Acc.tree: 0.8284, Acc.ceiling: 0.8525, Acc.road: 0.8372, Acc.bed : 0.8308, Acc.windowpane: 0.6737, Acc.grass: 0.7084, Acc.cabinet: 0.5055, Acc.sidewalk: 0.7071, Acc.person: 0.8633, Acc.earth: 0.4654, Acc.door: 0.2350, Acc.table: 0.4734, Acc.mountain: 0.6506, Acc.plant: 0.5026, Acc.curtain: 0.6616, Acc.chair: 0.5651, Acc.car: 0.8711, Acc.water: 0.5969, Acc.painting: 0.6767, Acc.sofa: 0.6909, Acc.shelf: 0.2807, Acc.house: 0.3186, Acc.sea: 0.7361, Acc.mirror: 0.3776, Acc.rug: 0.5116, Acc.field: 0.4138, Acc.armchair: 0.1708, Acc.seat: 0.4954, Acc.fence: 0.2753, Acc.desk: 0.2887, Acc.rock: 0.5104, Acc.wardrobe: 0.3605, Acc.lamp: 0.5181, Acc.bathtub: 0.5740, Acc.railing: 0.1791, Acc.cushion: 0.4373, Acc.base: 0.1326, Acc.box: 0.1209, Acc.column: 0.3275, Acc.signboard: 0.3161, Acc.chest of drawers: 0.4858, Acc.counter: 0.3433, Acc.sand: 0.3748, Acc.sink: 0.5871, Acc.skyscraper: 0.6440, Acc.fireplace: 0.4198, Acc.refrigerator: 0.5396, Acc.grandstand: 0.5053, Acc.path: 0.1468, Acc.stairs: 0.3476, Acc.runway: 0.6283, Acc.case: 0.4405, Acc.pool table: 0.9082, Acc.pillow: 0.4991, Acc.screen door: 0.2638, Acc.stairway: 0.1997, Acc.river: 0.2046, Acc.bridge: 0.4142, Acc.bookcase: 0.3529, Acc.blind: 0.1685, Acc.coffee table: 0.4900, Acc.toilet: 0.7762, Acc.flower: 0.2882, Acc.book: 0.4423, Acc.hill: 0.0283, Acc.bench: 0.2207, Acc.countertop: 0.4636, Acc.stove: 0.5139, Acc.palm: 0.4679, Acc.kitchen island: 0.4374, Acc.computer: 0.5445, Acc.swivel chair: 0.4977, Acc.boat: 0.4731, Acc.bar: 0.0761, Acc.arcade machine: 0.1059, Acc.hovel: 0.0744, Acc.bus: 0.6843, Acc.towel: 0.5101, Acc.light: 0.2424, Acc.truck: 0.0336, Acc.tower: 0.3707, Acc.chandelier: 0.4821, Acc.awning: 0.1760, Acc.streetlight: 0.1298, Acc.booth: 0.0813, Acc.television receiver: 0.4658, Acc.airplane: 0.6008, Acc.dirt track: 0.1039, Acc.apparel: 0.3909, Acc.pole: 0.1302, Acc.land: 0.0406, Acc.bannister: 0.0405, Acc.escalator: 0.0669, Acc.ottoman: 0.1097, Acc.bottle: 0.1256, Acc.buffet: 0.4638, Acc.poster: 0.1309, Acc.stage: 0.0645, Acc.van: 0.2557, Acc.ship: 0.0438, Acc.fountain: 0.2155, Acc.conveyer belt: 0.6739, Acc.canopy: 0.0243, Acc.washer: 0.4272, Acc.plaything: 0.2777, Acc.swimming pool: 0.3702, Acc.stool: 0.1061, Acc.barrel: 0.0101, Acc.basket: 0.1700, Acc.waterfall: 0.9015, Acc.tent: 0.9506, Acc.bag: 0.0809, Acc.minibike: 0.4064, Acc.cradle: 0.7129, Acc.oven: 0.2083, Acc.ball: 0.4145, Acc.food: 0.6214, Acc.step: 0.0051, Acc.tank: 0.1530, Acc.trade name: 0.1040, Acc.microwave: 0.3539, Acc.pot: 0.2567, Acc.animal: 0.5723, Acc.bicycle: 0.6233, Acc.lake: 0.0775, Acc.dishwasher: 0.4666, Acc.screen: 0.7680, Acc.blanket: 0.0277, Acc.sculpture: 0.1139, Acc.hood: 0.2753, Acc.sconce: 0.1715, Acc.vase: 0.2258, Acc.traffic light: 0.3081, Acc.tray: 0.0521, Acc.ashcan: 0.2733, Acc.fan: 0.6009, Acc.pier: 0.3823, Acc.crt screen: 0.0004, Acc.plate: 0.4749, Acc.monitor: 0.0693, Acc.bulletin board: 0.2176, Acc.shower: 0.0000, Acc.radiator: 0.5317, Acc.glass: 0.1097, Acc.clock: 0.2026, Acc.flag: 0.3275 2023-11-13 19:55:53,382 - mmseg - INFO - Iter [10050/40000] lr: 7.488e-04, eta: 0:53:26, time: 1.335, data_time: 1.240, memory: 3269, decode.loss_ce: 0.9431, decode.acc_seg: 68.3802, loss: 0.9431 2023-11-13 19:55:58,305 - mmseg - INFO - Iter [10100/40000] lr: 7.475e-04, eta: 0:53:19, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9400, decode.acc_seg: 68.3037, loss: 0.9400 2023-11-13 19:56:05,431 - mmseg - INFO - Iter [10150/40000] lr: 7.463e-04, eta: 0:53:19, time: 0.143, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8717, decode.acc_seg: 69.6980, loss: 0.8717 2023-11-13 19:56:10,358 - mmseg - INFO - Iter [10200/40000] lr: 7.450e-04, eta: 0:53:12, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9025, decode.acc_seg: 69.3635, loss: 0.9025 2023-11-13 19:56:15,289 - mmseg - INFO - Iter [10250/40000] lr: 7.438e-04, eta: 0:53:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9173, decode.acc_seg: 68.6223, loss: 0.9173 2023-11-13 19:56:20,223 - mmseg - INFO - Iter [10300/40000] lr: 7.425e-04, eta: 0:52:59, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9009, decode.acc_seg: 68.8925, loss: 0.9009 2023-11-13 19:56:25,156 - mmseg - INFO - Iter [10350/40000] lr: 7.413e-04, eta: 0:52:53, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9289, decode.acc_seg: 68.5009, loss: 0.9289 2023-11-13 19:56:30,085 - mmseg - INFO - Iter [10400/40000] lr: 7.400e-04, eta: 0:52:46, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9092, decode.acc_seg: 69.0000, loss: 0.9092 2023-11-13 19:56:35,018 - mmseg - INFO - Iter [10450/40000] lr: 7.388e-04, eta: 0:52:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9172, decode.acc_seg: 68.2850, loss: 0.9172 2023-11-13 19:56:39,946 - mmseg - INFO - Iter [10500/40000] lr: 7.375e-04, eta: 0:52:33, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8881, decode.acc_seg: 69.5870, loss: 0.8881 2023-11-13 19:56:44,875 - mmseg - INFO - Iter [10550/40000] lr: 7.363e-04, eta: 0:52:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9084, decode.acc_seg: 69.3663, loss: 0.9084 2023-11-13 19:56:49,806 - mmseg - INFO - Iter [10600/40000] lr: 7.350e-04, eta: 0:52:20, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9142, decode.acc_seg: 69.1242, loss: 0.9142 2023-11-13 19:56:54,735 - mmseg - INFO - Iter [10650/40000] lr: 7.338e-04, eta: 0:52:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9084, decode.acc_seg: 68.8685, loss: 0.9084 2023-11-13 19:56:59,700 - mmseg - INFO - Iter [10700/40000] lr: 7.325e-04, eta: 0:52:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9062, decode.acc_seg: 68.7230, loss: 0.9062 2023-11-13 19:57:04,634 - mmseg - INFO - Iter [10750/40000] lr: 7.313e-04, eta: 0:52:01, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9141, decode.acc_seg: 68.5408, loss: 0.9141 2023-11-13 19:57:09,564 - mmseg - INFO - Iter [10800/40000] lr: 7.300e-04, eta: 0:51:54, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9514, decode.acc_seg: 68.9714, loss: 0.9514 2023-11-13 19:57:14,500 - mmseg - INFO - Iter [10850/40000] lr: 7.288e-04, eta: 0:51:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9188, decode.acc_seg: 68.9246, loss: 0.9188 2023-11-13 19:57:19,438 - mmseg - INFO - Iter [10900/40000] lr: 7.275e-04, eta: 0:51:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9029, decode.acc_seg: 69.2771, loss: 0.9029 2023-11-13 19:57:24,374 - mmseg - INFO - Iter [10950/40000] lr: 7.263e-04, eta: 0:51:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9218, decode.acc_seg: 68.8015, loss: 0.9218 2023-11-13 19:57:29,316 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:57:29,316 - mmseg - INFO - Iter [11000/40000] lr: 7.250e-04, eta: 0:51:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9266, decode.acc_seg: 68.4077, loss: 0.9266 2023-11-13 19:57:34,267 - mmseg - INFO - Iter [11050/40000] lr: 7.238e-04, eta: 0:51:23, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8798, decode.acc_seg: 69.9992, loss: 0.8798 2023-11-13 19:57:39,206 - mmseg - INFO - Iter [11100/40000] lr: 7.225e-04, eta: 0:51:16, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9270, decode.acc_seg: 68.3415, loss: 0.9270 2023-11-13 19:57:44,143 - mmseg - INFO - Iter [11150/40000] lr: 7.213e-04, eta: 0:51:10, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9308, decode.acc_seg: 68.1361, loss: 0.9308 2023-11-13 19:57:49,087 - mmseg - INFO - Iter [11200/40000] lr: 7.200e-04, eta: 0:51:04, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9222, decode.acc_seg: 68.3855, loss: 0.9222 2023-11-13 19:57:54,025 - mmseg - INFO - Iter [11250/40000] lr: 7.188e-04, eta: 0:50:57, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9792, decode.acc_seg: 66.7928, loss: 0.9792 2023-11-13 19:57:58,967 - mmseg - INFO - Iter [11300/40000] lr: 7.175e-04, eta: 0:50:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8974, decode.acc_seg: 69.3914, loss: 0.8974 2023-11-13 19:58:03,909 - mmseg - INFO - Iter [11350/40000] lr: 7.163e-04, eta: 0:50:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9364, decode.acc_seg: 68.3428, loss: 0.9364 2023-11-13 19:58:11,108 - mmseg - INFO - Iter [11400/40000] lr: 7.150e-04, eta: 0:50:44, time: 0.144, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8637, decode.acc_seg: 69.9210, loss: 0.8637 2023-11-13 19:58:16,049 - mmseg - INFO - Iter [11450/40000] lr: 7.138e-04, eta: 0:50:38, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8794, decode.acc_seg: 69.9460, loss: 0.8794 2023-11-13 19:58:20,987 - mmseg - INFO - Iter [11500/40000] lr: 7.125e-04, eta: 0:50:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9042, decode.acc_seg: 69.4111, loss: 0.9042 2023-11-13 19:58:25,940 - mmseg - INFO - Iter [11550/40000] lr: 7.113e-04, eta: 0:50:25, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9138, decode.acc_seg: 68.8414, loss: 0.9138 2023-11-13 19:58:30,879 - mmseg - INFO - Iter [11600/40000] lr: 7.100e-04, eta: 0:50:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9149, decode.acc_seg: 68.8960, loss: 0.9149 2023-11-13 19:58:35,820 - mmseg - INFO - Iter [11650/40000] lr: 7.088e-04, eta: 0:50:13, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8413, decode.acc_seg: 70.3914, loss: 0.8413 2023-11-13 19:58:40,763 - mmseg - INFO - Iter [11700/40000] lr: 7.075e-04, eta: 0:50:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9015, decode.acc_seg: 68.9160, loss: 0.9015 2023-11-13 19:58:45,705 - mmseg - INFO - Iter [11750/40000] lr: 7.063e-04, eta: 0:50:01, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9209, decode.acc_seg: 68.6676, loss: 0.9209 2023-11-13 19:58:50,635 - mmseg - INFO - Iter [11800/40000] lr: 7.050e-04, eta: 0:49:54, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8556, decode.acc_seg: 69.9792, loss: 0.8556 2023-11-13 19:58:55,576 - mmseg - INFO - Iter [11850/40000] lr: 7.038e-04, eta: 0:49:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9173, decode.acc_seg: 68.8712, loss: 0.9173 2023-11-13 19:59:00,510 - mmseg - INFO - Iter [11900/40000] lr: 7.025e-04, eta: 0:49:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8641, decode.acc_seg: 70.0514, loss: 0.8641 2023-11-13 19:59:05,458 - mmseg - INFO - Iter [11950/40000] lr: 7.013e-04, eta: 0:49:36, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9335, decode.acc_seg: 68.4362, loss: 0.9335 2023-11-13 19:59:10,394 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 19:59:10,394 - mmseg - INFO - Iter [12000/40000] lr: 7.000e-04, eta: 0:49:30, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9209, decode.acc_seg: 68.4351, loss: 0.9209 2023-11-13 19:59:15,328 - mmseg - INFO - Iter [12050/40000] lr: 6.988e-04, eta: 0:49:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9151, decode.acc_seg: 68.6915, loss: 0.9151 2023-11-13 19:59:20,278 - mmseg - INFO - Iter [12100/40000] lr: 6.975e-04, eta: 0:49:17, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8626, decode.acc_seg: 70.6234, loss: 0.8626 2023-11-13 19:59:25,212 - mmseg - INFO - Iter [12150/40000] lr: 6.963e-04, eta: 0:49:11, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9437, decode.acc_seg: 68.5688, loss: 0.9437 2023-11-13 19:59:30,152 - mmseg - INFO - Iter [12200/40000] lr: 6.950e-04, eta: 0:49:05, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9231, decode.acc_seg: 68.9369, loss: 0.9231 2023-11-13 19:59:35,089 - mmseg - INFO - Iter [12250/40000] lr: 6.938e-04, eta: 0:48:59, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8716, decode.acc_seg: 70.1652, loss: 0.8716 2023-11-13 19:59:40,028 - mmseg - INFO - Iter [12300/40000] lr: 6.925e-04, eta: 0:48:53, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9206, decode.acc_seg: 67.4513, loss: 0.9206 2023-11-13 19:59:44,963 - mmseg - INFO - Iter [12350/40000] lr: 6.913e-04, eta: 0:48:47, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8780, decode.acc_seg: 70.2503, loss: 0.8780 2023-11-13 19:59:49,888 - mmseg - INFO - Iter [12400/40000] lr: 6.900e-04, eta: 0:48:41, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9174, decode.acc_seg: 68.8263, loss: 0.9174 2023-11-13 19:59:54,828 - mmseg - INFO - Iter [12450/40000] lr: 6.888e-04, eta: 0:48:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9048, decode.acc_seg: 68.9780, loss: 0.9048 2023-11-13 19:59:59,765 - mmseg - INFO - Iter [12500/40000] lr: 6.875e-04, eta: 0:48:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9459, decode.acc_seg: 67.5497, loss: 0.9459 2023-11-13 20:00:04,730 - mmseg - INFO - Iter [12550/40000] lr: 6.863e-04, eta: 0:48:23, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8781, decode.acc_seg: 70.0771, loss: 0.8781 2023-11-13 20:00:09,663 - mmseg - INFO - Iter [12600/40000] lr: 6.850e-04, eta: 0:48:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9040, decode.acc_seg: 69.8181, loss: 0.9040 2023-11-13 20:00:16,856 - mmseg - INFO - Iter [12650/40000] lr: 6.838e-04, eta: 0:48:15, time: 0.144, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8865, decode.acc_seg: 69.0934, loss: 0.8865 2023-11-13 20:00:21,796 - mmseg - INFO - Iter [12700/40000] lr: 6.825e-04, eta: 0:48:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8977, decode.acc_seg: 68.9430, loss: 0.8977 2023-11-13 20:00:26,728 - mmseg - INFO - Iter [12750/40000] lr: 6.813e-04, eta: 0:48:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9235, decode.acc_seg: 68.7012, loss: 0.9235 2023-11-13 20:00:31,665 - mmseg - INFO - Iter [12800/40000] lr: 6.800e-04, eta: 0:47:57, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8705, decode.acc_seg: 69.7749, loss: 0.8705 2023-11-13 20:00:36,601 - mmseg - INFO - Iter [12850/40000] lr: 6.788e-04, eta: 0:47:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8690, decode.acc_seg: 70.0502, loss: 0.8690 2023-11-13 20:00:41,539 - mmseg - INFO - Iter [12900/40000] lr: 6.775e-04, eta: 0:47:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9149, decode.acc_seg: 68.6610, loss: 0.9149 2023-11-13 20:00:46,473 - mmseg - INFO - Iter [12950/40000] lr: 6.763e-04, eta: 0:47:39, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8818, decode.acc_seg: 69.0901, loss: 0.8818 2023-11-13 20:00:51,403 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:00:51,403 - mmseg - INFO - Iter [13000/40000] lr: 6.750e-04, eta: 0:47:33, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8824, decode.acc_seg: 69.2594, loss: 0.8824 2023-11-13 20:00:56,341 - mmseg - INFO - Iter [13050/40000] lr: 6.738e-04, eta: 0:47:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9129, decode.acc_seg: 68.8020, loss: 0.9129 2023-11-13 20:01:01,279 - mmseg - INFO - Iter [13100/40000] lr: 6.725e-04, eta: 0:47:21, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8858, decode.acc_seg: 69.7630, loss: 0.8858 2023-11-13 20:01:06,209 - mmseg - INFO - Iter [13150/40000] lr: 6.713e-04, eta: 0:47:15, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9042, decode.acc_seg: 69.3337, loss: 0.9042 2023-11-13 20:01:11,145 - mmseg - INFO - Iter [13200/40000] lr: 6.700e-04, eta: 0:47:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9018, decode.acc_seg: 69.2433, loss: 0.9018 2023-11-13 20:01:16,088 - mmseg - INFO - Iter [13250/40000] lr: 6.688e-04, eta: 0:47:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8662, decode.acc_seg: 69.3862, loss: 0.8662 2023-11-13 20:01:21,024 - mmseg - INFO - Iter [13300/40000] lr: 6.675e-04, eta: 0:46:57, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9052, decode.acc_seg: 68.9477, loss: 0.9052 2023-11-13 20:01:25,967 - mmseg - INFO - Iter [13350/40000] lr: 6.663e-04, eta: 0:46:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9167, decode.acc_seg: 69.4207, loss: 0.9167 2023-11-13 20:01:30,902 - mmseg - INFO - Iter [13400/40000] lr: 6.650e-04, eta: 0:46:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8710, decode.acc_seg: 71.0672, loss: 0.8710 2023-11-13 20:01:35,839 - mmseg - INFO - Iter [13450/40000] lr: 6.638e-04, eta: 0:46:39, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9060, decode.acc_seg: 69.1738, loss: 0.9060 2023-11-13 20:01:40,777 - mmseg - INFO - Iter [13500/40000] lr: 6.625e-04, eta: 0:46:33, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9337, decode.acc_seg: 68.0528, loss: 0.9337 2023-11-13 20:01:45,713 - mmseg - INFO - Iter [13550/40000] lr: 6.613e-04, eta: 0:46:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8883, decode.acc_seg: 69.2004, loss: 0.8883 2023-11-13 20:01:50,654 - mmseg - INFO - Iter [13600/40000] lr: 6.600e-04, eta: 0:46:22, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8965, decode.acc_seg: 69.9125, loss: 0.8965 2023-11-13 20:01:55,592 - mmseg - INFO - Iter [13650/40000] lr: 6.588e-04, eta: 0:46:16, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9118, decode.acc_seg: 69.5888, loss: 0.9118 2023-11-13 20:02:00,520 - mmseg - INFO - Iter [13700/40000] lr: 6.575e-04, eta: 0:46:10, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9205, decode.acc_seg: 68.0165, loss: 0.9205 2023-11-13 20:02:05,453 - mmseg - INFO - Iter [13750/40000] lr: 6.563e-04, eta: 0:46:04, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9132, decode.acc_seg: 68.8937, loss: 0.9132 2023-11-13 20:02:10,389 - mmseg - INFO - Iter [13800/40000] lr: 6.550e-04, eta: 0:45:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8940, decode.acc_seg: 69.1557, loss: 0.8940 2023-11-13 20:02:15,328 - mmseg - INFO - Iter [13850/40000] lr: 6.538e-04, eta: 0:45:52, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9030, decode.acc_seg: 68.6837, loss: 0.9030 2023-11-13 20:02:22,503 - mmseg - INFO - Iter [13900/40000] lr: 6.525e-04, eta: 0:45:50, time: 0.143, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8978, decode.acc_seg: 68.7016, loss: 0.8978 2023-11-13 20:02:27,432 - mmseg - INFO - Iter [13950/40000] lr: 6.513e-04, eta: 0:45:44, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8769, decode.acc_seg: 69.4928, loss: 0.8769 2023-11-13 20:02:32,356 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:02:32,357 - mmseg - INFO - Iter [14000/40000] lr: 6.500e-04, eta: 0:45:39, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8606, decode.acc_seg: 70.0173, loss: 0.8606 2023-11-13 20:02:37,292 - mmseg - INFO - Iter [14050/40000] lr: 6.488e-04, eta: 0:45:33, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8946, decode.acc_seg: 68.7961, loss: 0.8946 2023-11-13 20:02:42,232 - mmseg - INFO - Iter [14100/40000] lr: 6.475e-04, eta: 0:45:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8956, decode.acc_seg: 69.1661, loss: 0.8956 2023-11-13 20:02:47,160 - mmseg - INFO - Iter [14150/40000] lr: 6.463e-04, eta: 0:45:21, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8532, decode.acc_seg: 70.4207, loss: 0.8532 2023-11-13 20:02:52,092 - mmseg - INFO - Iter [14200/40000] lr: 6.450e-04, eta: 0:45:15, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9060, decode.acc_seg: 69.1894, loss: 0.9060 2023-11-13 20:02:57,019 - mmseg - INFO - Iter [14250/40000] lr: 6.438e-04, eta: 0:45:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9175, decode.acc_seg: 69.5672, loss: 0.9175 2023-11-13 20:03:01,949 - mmseg - INFO - Iter [14300/40000] lr: 6.425e-04, eta: 0:45:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9099, decode.acc_seg: 68.6809, loss: 0.9099 2023-11-13 20:03:06,879 - mmseg - INFO - Iter [14350/40000] lr: 6.413e-04, eta: 0:44:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9068, decode.acc_seg: 68.8061, loss: 0.9068 2023-11-13 20:03:11,828 - mmseg - INFO - Iter [14400/40000] lr: 6.400e-04, eta: 0:44:52, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9147, decode.acc_seg: 68.7042, loss: 0.9147 2023-11-13 20:03:16,758 - mmseg - INFO - Iter [14450/40000] lr: 6.388e-04, eta: 0:44:46, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8882, decode.acc_seg: 70.0632, loss: 0.8882 2023-11-13 20:03:21,690 - mmseg - INFO - Iter [14500/40000] lr: 6.375e-04, eta: 0:44:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9012, decode.acc_seg: 69.4713, loss: 0.9012 2023-11-13 20:03:26,623 - mmseg - INFO - Iter [14550/40000] lr: 6.363e-04, eta: 0:44:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8359, decode.acc_seg: 70.5175, loss: 0.8359 2023-11-13 20:03:31,558 - mmseg - INFO - Iter [14600/40000] lr: 6.350e-04, eta: 0:44:28, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9148, decode.acc_seg: 68.7949, loss: 0.9148 2023-11-13 20:03:36,488 - mmseg - INFO - Iter [14650/40000] lr: 6.338e-04, eta: 0:44:23, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8872, decode.acc_seg: 69.6714, loss: 0.8872 2023-11-13 20:03:41,426 - mmseg - INFO - Iter [14700/40000] lr: 6.325e-04, eta: 0:44:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8809, decode.acc_seg: 69.5649, loss: 0.8809 2023-11-13 20:03:46,378 - mmseg - INFO - Iter [14750/40000] lr: 6.313e-04, eta: 0:44:11, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8707, decode.acc_seg: 70.0211, loss: 0.8707 2023-11-13 20:03:51,313 - mmseg - INFO - Iter [14800/40000] lr: 6.300e-04, eta: 0:44:05, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9128, decode.acc_seg: 68.4724, loss: 0.9128 2023-11-13 20:03:56,250 - mmseg - INFO - Iter [14850/40000] lr: 6.288e-04, eta: 0:43:59, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8871, decode.acc_seg: 69.6951, loss: 0.8871 2023-11-13 20:04:01,192 - mmseg - INFO - Iter [14900/40000] lr: 6.275e-04, eta: 0:43:54, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9167, decode.acc_seg: 68.1941, loss: 0.9167 2023-11-13 20:04:06,127 - mmseg - INFO - Iter [14950/40000] lr: 6.263e-04, eta: 0:43:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8862, decode.acc_seg: 69.6871, loss: 0.8862 2023-11-13 20:04:11,066 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:04:11,066 - mmseg - INFO - Iter [15000/40000] lr: 6.250e-04, eta: 0:43:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9478, decode.acc_seg: 67.7880, loss: 0.9478 2023-11-13 20:04:16,013 - mmseg - INFO - Iter [15050/40000] lr: 6.238e-04, eta: 0:43:36, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9190, decode.acc_seg: 68.7947, loss: 0.9190 2023-11-13 20:04:20,949 - mmseg - INFO - Iter [15100/40000] lr: 6.225e-04, eta: 0:43:31, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8661, decode.acc_seg: 70.1639, loss: 0.8661 2023-11-13 20:04:25,883 - mmseg - INFO - Iter [15150/40000] lr: 6.213e-04, eta: 0:43:25, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9127, decode.acc_seg: 68.5918, loss: 0.9127 2023-11-13 20:04:33,097 - mmseg - INFO - Iter [15200/40000] lr: 6.200e-04, eta: 0:43:23, time: 0.144, data_time: 0.049, memory: 3269, decode.loss_ce: 0.8401, decode.acc_seg: 71.1207, loss: 0.8401 2023-11-13 20:04:38,034 - mmseg - INFO - Iter [15250/40000] lr: 6.188e-04, eta: 0:43:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8739, decode.acc_seg: 69.4929, loss: 0.8739 2023-11-13 20:04:42,973 - mmseg - INFO - Iter [15300/40000] lr: 6.175e-04, eta: 0:43:11, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8882, decode.acc_seg: 69.6287, loss: 0.8882 2023-11-13 20:04:47,906 - mmseg - INFO - Iter [15350/40000] lr: 6.163e-04, eta: 0:43:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8100, decode.acc_seg: 71.4373, loss: 0.8100 2023-11-13 20:04:52,837 - mmseg - INFO - Iter [15400/40000] lr: 6.150e-04, eta: 0:43:00, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9127, decode.acc_seg: 69.2649, loss: 0.9127 2023-11-13 20:04:57,771 - mmseg - INFO - Iter [15450/40000] lr: 6.138e-04, eta: 0:42:54, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8656, decode.acc_seg: 70.2684, loss: 0.8656 2023-11-13 20:05:02,705 - mmseg - INFO - Iter [15500/40000] lr: 6.125e-04, eta: 0:42:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8886, decode.acc_seg: 69.8825, loss: 0.8886 2023-11-13 20:05:07,638 - mmseg - INFO - Iter [15550/40000] lr: 6.113e-04, eta: 0:42:43, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8608, decode.acc_seg: 70.0823, loss: 0.8608 2023-11-13 20:05:12,586 - mmseg - INFO - Iter [15600/40000] lr: 6.100e-04, eta: 0:42:37, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8986, decode.acc_seg: 68.3600, loss: 0.8986 2023-11-13 20:05:17,527 - mmseg - INFO - Iter [15650/40000] lr: 6.088e-04, eta: 0:42:31, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8633, decode.acc_seg: 70.4364, loss: 0.8633 2023-11-13 20:05:22,460 - mmseg - INFO - Iter [15700/40000] lr: 6.075e-04, eta: 0:42:26, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8644, decode.acc_seg: 70.1455, loss: 0.8644 2023-11-13 20:05:27,407 - mmseg - INFO - Iter [15750/40000] lr: 6.063e-04, eta: 0:42:20, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8820, decode.acc_seg: 69.2159, loss: 0.8820 2023-11-13 20:05:32,343 - mmseg - INFO - Iter [15800/40000] lr: 6.050e-04, eta: 0:42:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9200, decode.acc_seg: 68.8296, loss: 0.9200 2023-11-13 20:05:37,269 - mmseg - INFO - Iter [15850/40000] lr: 6.038e-04, eta: 0:42:08, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8819, decode.acc_seg: 69.6423, loss: 0.8819 2023-11-13 20:05:42,190 - mmseg - INFO - Iter [15900/40000] lr: 6.025e-04, eta: 0:42:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9132, decode.acc_seg: 68.3011, loss: 0.9132 2023-11-13 20:05:47,124 - mmseg - INFO - Iter [15950/40000] lr: 6.013e-04, eta: 0:41:57, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8760, decode.acc_seg: 69.9395, loss: 0.8760 2023-11-13 20:05:52,054 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:05:52,054 - mmseg - INFO - Iter [16000/40000] lr: 6.000e-04, eta: 0:41:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9408, decode.acc_seg: 67.9759, loss: 0.9408 2023-11-13 20:05:56,982 - mmseg - INFO - Iter [16050/40000] lr: 5.988e-04, eta: 0:41:46, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9321, decode.acc_seg: 68.5779, loss: 0.9321 2023-11-13 20:06:01,915 - mmseg - INFO - Iter [16100/40000] lr: 5.975e-04, eta: 0:41:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8864, decode.acc_seg: 68.8462, loss: 0.8864 2023-11-13 20:06:06,848 - mmseg - INFO - Iter [16150/40000] lr: 5.963e-04, eta: 0:41:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8636, decode.acc_seg: 69.6083, loss: 0.8636 2023-11-13 20:06:11,793 - mmseg - INFO - Iter [16200/40000] lr: 5.950e-04, eta: 0:41:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9261, decode.acc_seg: 68.2481, loss: 0.9261 2023-11-13 20:06:16,723 - mmseg - INFO - Iter [16250/40000] lr: 5.938e-04, eta: 0:41:23, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9332, decode.acc_seg: 68.5483, loss: 0.9332 2023-11-13 20:06:21,663 - mmseg - INFO - Iter [16300/40000] lr: 5.925e-04, eta: 0:41:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8988, decode.acc_seg: 69.1435, loss: 0.8988 2023-11-13 20:06:26,590 - mmseg - INFO - Iter [16350/40000] lr: 5.913e-04, eta: 0:41:12, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8965, decode.acc_seg: 69.0461, loss: 0.8965 2023-11-13 20:06:31,540 - mmseg - INFO - Iter [16400/40000] lr: 5.900e-04, eta: 0:41:06, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9001, decode.acc_seg: 69.5135, loss: 0.9001 2023-11-13 20:06:38,681 - mmseg - INFO - Iter [16450/40000] lr: 5.888e-04, eta: 0:41:04, time: 0.143, data_time: 0.047, memory: 3269, decode.loss_ce: 0.9115, decode.acc_seg: 69.0538, loss: 0.9115 2023-11-13 20:06:43,612 - mmseg - INFO - Iter [16500/40000] lr: 5.875e-04, eta: 0:40:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8908, decode.acc_seg: 69.4247, loss: 0.8908 2023-11-13 20:06:48,543 - mmseg - INFO - Iter [16550/40000] lr: 5.863e-04, eta: 0:40:52, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8773, decode.acc_seg: 69.2141, loss: 0.8773 2023-11-13 20:06:53,481 - mmseg - INFO - Iter [16600/40000] lr: 5.850e-04, eta: 0:40:47, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8539, decode.acc_seg: 69.8624, loss: 0.8539 2023-11-13 20:06:58,418 - mmseg - INFO - Iter [16650/40000] lr: 5.838e-04, eta: 0:40:41, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8548, decode.acc_seg: 70.4227, loss: 0.8548 2023-11-13 20:07:03,351 - mmseg - INFO - Iter [16700/40000] lr: 5.825e-04, eta: 0:40:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8548, decode.acc_seg: 70.7944, loss: 0.8548 2023-11-13 20:07:08,291 - mmseg - INFO - Iter [16750/40000] lr: 5.813e-04, eta: 0:40:30, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9354, decode.acc_seg: 68.2973, loss: 0.9354 2023-11-13 20:07:13,227 - mmseg - INFO - Iter [16800/40000] lr: 5.800e-04, eta: 0:40:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9024, decode.acc_seg: 69.1876, loss: 0.9024 2023-11-13 20:07:18,169 - mmseg - INFO - Iter [16850/40000] lr: 5.788e-04, eta: 0:40:18, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8583, decode.acc_seg: 70.3790, loss: 0.8583 2023-11-13 20:07:23,114 - mmseg - INFO - Iter [16900/40000] lr: 5.775e-04, eta: 0:40:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9081, decode.acc_seg: 70.4219, loss: 0.9081 2023-11-13 20:07:28,062 - mmseg - INFO - Iter [16950/40000] lr: 5.763e-04, eta: 0:40:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9072, decode.acc_seg: 68.5716, loss: 0.9072 2023-11-13 20:07:32,999 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:07:32,999 - mmseg - INFO - Iter [17000/40000] lr: 5.750e-04, eta: 0:40:02, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9156, decode.acc_seg: 69.0265, loss: 0.9156 2023-11-13 20:07:37,933 - mmseg - INFO - Iter [17050/40000] lr: 5.738e-04, eta: 0:39:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8768, decode.acc_seg: 69.6676, loss: 0.8768 2023-11-13 20:07:42,862 - mmseg - INFO - Iter [17100/40000] lr: 5.725e-04, eta: 0:39:50, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8858, decode.acc_seg: 69.2164, loss: 0.8858 2023-11-13 20:07:47,792 - mmseg - INFO - Iter [17150/40000] lr: 5.713e-04, eta: 0:39:45, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8822, decode.acc_seg: 69.5786, loss: 0.8822 2023-11-13 20:07:52,722 - mmseg - INFO - Iter [17200/40000] lr: 5.700e-04, eta: 0:39:39, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8861, decode.acc_seg: 69.4087, loss: 0.8861 2023-11-13 20:07:57,641 - mmseg - INFO - Iter [17250/40000] lr: 5.688e-04, eta: 0:39:34, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8950, decode.acc_seg: 69.2873, loss: 0.8950 2023-11-13 20:08:02,578 - mmseg - INFO - Iter [17300/40000] lr: 5.675e-04, eta: 0:39:28, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9085, decode.acc_seg: 68.3185, loss: 0.9085 2023-11-13 20:08:07,517 - mmseg - INFO - Iter [17350/40000] lr: 5.663e-04, eta: 0:39:22, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8824, decode.acc_seg: 69.0626, loss: 0.8824 2023-11-13 20:08:12,460 - mmseg - INFO - Iter [17400/40000] lr: 5.650e-04, eta: 0:39:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8641, decode.acc_seg: 69.7421, loss: 0.8641 2023-11-13 20:08:17,409 - mmseg - INFO - Iter [17450/40000] lr: 5.638e-04, eta: 0:39:11, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8902, decode.acc_seg: 69.0533, loss: 0.8902 2023-11-13 20:08:22,352 - mmseg - INFO - Iter [17500/40000] lr: 5.625e-04, eta: 0:39:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9161, decode.acc_seg: 68.9792, loss: 0.9161 2023-11-13 20:08:27,283 - mmseg - INFO - Iter [17550/40000] lr: 5.613e-04, eta: 0:39:00, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9243, decode.acc_seg: 67.7377, loss: 0.9243 2023-11-13 20:08:32,214 - mmseg - INFO - Iter [17600/40000] lr: 5.600e-04, eta: 0:38:55, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8669, decode.acc_seg: 69.9894, loss: 0.8669 2023-11-13 20:08:37,144 - mmseg - INFO - Iter [17650/40000] lr: 5.588e-04, eta: 0:38:49, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8839, decode.acc_seg: 69.5594, loss: 0.8839 2023-11-13 20:08:44,341 - mmseg - INFO - Iter [17700/40000] lr: 5.575e-04, eta: 0:38:46, time: 0.144, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8916, decode.acc_seg: 69.2316, loss: 0.8916 2023-11-13 20:08:49,283 - mmseg - INFO - Iter [17750/40000] lr: 5.563e-04, eta: 0:38:41, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8949, decode.acc_seg: 70.1046, loss: 0.8949 2023-11-13 20:08:54,217 - mmseg - INFO - Iter [17800/40000] lr: 5.550e-04, eta: 0:38:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8751, decode.acc_seg: 69.2861, loss: 0.8751 2023-11-13 20:08:59,154 - mmseg - INFO - Iter [17850/40000] lr: 5.538e-04, eta: 0:38:30, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8472, decode.acc_seg: 70.2139, loss: 0.8472 2023-11-13 20:09:04,090 - mmseg - INFO - Iter [17900/40000] lr: 5.525e-04, eta: 0:38:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9313, decode.acc_seg: 68.1728, loss: 0.9313 2023-11-13 20:09:09,023 - mmseg - INFO - Iter [17950/40000] lr: 5.513e-04, eta: 0:38:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8738, decode.acc_seg: 69.9154, loss: 0.8738 2023-11-13 20:09:13,996 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:09:13,996 - mmseg - INFO - Iter [18000/40000] lr: 5.500e-04, eta: 0:38:13, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8530, decode.acc_seg: 70.6302, loss: 0.8530 2023-11-13 20:09:18,944 - mmseg - INFO - Iter [18050/40000] lr: 5.488e-04, eta: 0:38:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8919, decode.acc_seg: 69.4841, loss: 0.8919 2023-11-13 20:09:23,884 - mmseg - INFO - Iter [18100/40000] lr: 5.475e-04, eta: 0:38:02, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8499, decode.acc_seg: 70.4994, loss: 0.8499 2023-11-13 20:09:28,829 - mmseg - INFO - Iter [18150/40000] lr: 5.463e-04, eta: 0:37:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8650, decode.acc_seg: 69.9550, loss: 0.8650 2023-11-13 20:09:33,765 - mmseg - INFO - Iter [18200/40000] lr: 5.450e-04, eta: 0:37:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8996, decode.acc_seg: 69.6313, loss: 0.8996 2023-11-13 20:09:38,703 - mmseg - INFO - Iter [18250/40000] lr: 5.438e-04, eta: 0:37:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8686, decode.acc_seg: 70.6825, loss: 0.8686 2023-11-13 20:09:43,639 - mmseg - INFO - Iter [18300/40000] lr: 5.425e-04, eta: 0:37:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8914, decode.acc_seg: 70.3972, loss: 0.8914 2023-11-13 20:09:48,579 - mmseg - INFO - Iter [18350/40000] lr: 5.413e-04, eta: 0:37:34, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8652, decode.acc_seg: 70.2269, loss: 0.8652 2023-11-13 20:09:53,520 - mmseg - INFO - Iter [18400/40000] lr: 5.400e-04, eta: 0:37:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8797, decode.acc_seg: 69.4840, loss: 0.8797 2023-11-13 20:09:58,472 - mmseg - INFO - Iter [18450/40000] lr: 5.388e-04, eta: 0:37:23, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8838, decode.acc_seg: 69.9042, loss: 0.8838 2023-11-13 20:10:03,412 - mmseg - INFO - Iter [18500/40000] lr: 5.375e-04, eta: 0:37:18, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8851, decode.acc_seg: 69.3435, loss: 0.8851 2023-11-13 20:10:08,355 - mmseg - INFO - Iter [18550/40000] lr: 5.363e-04, eta: 0:37:12, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9093, decode.acc_seg: 67.5422, loss: 0.9093 2023-11-13 20:10:13,298 - mmseg - INFO - Iter [18600/40000] lr: 5.350e-04, eta: 0:37:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8933, decode.acc_seg: 68.8772, loss: 0.8933 2023-11-13 20:10:18,244 - mmseg - INFO - Iter [18650/40000] lr: 5.338e-04, eta: 0:37:01, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8732, decode.acc_seg: 70.0877, loss: 0.8732 2023-11-13 20:10:23,180 - mmseg - INFO - Iter [18700/40000] lr: 5.325e-04, eta: 0:36:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8674, decode.acc_seg: 70.0818, loss: 0.8674 2023-11-13 20:10:28,123 - mmseg - INFO - Iter [18750/40000] lr: 5.313e-04, eta: 0:36:50, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9151, decode.acc_seg: 68.6486, loss: 0.9151 2023-11-13 20:10:33,052 - mmseg - INFO - Iter [18800/40000] lr: 5.300e-04, eta: 0:36:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8899, decode.acc_seg: 69.3032, loss: 0.8899 2023-11-13 20:10:37,987 - mmseg - INFO - Iter [18850/40000] lr: 5.288e-04, eta: 0:36:39, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9046, decode.acc_seg: 68.5087, loss: 0.9046 2023-11-13 20:10:42,929 - mmseg - INFO - Iter [18900/40000] lr: 5.275e-04, eta: 0:36:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8744, decode.acc_seg: 69.6205, loss: 0.8744 2023-11-13 20:10:50,143 - mmseg - INFO - Iter [18950/40000] lr: 5.263e-04, eta: 0:36:31, time: 0.144, data_time: 0.047, memory: 3269, decode.loss_ce: 0.9165, decode.acc_seg: 68.5595, loss: 0.9165 2023-11-13 20:10:55,079 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:10:55,080 - mmseg - INFO - Iter [19000/40000] lr: 5.250e-04, eta: 0:36:25, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8603, decode.acc_seg: 70.1159, loss: 0.8603 2023-11-13 20:11:00,016 - mmseg - INFO - Iter [19050/40000] lr: 5.238e-04, eta: 0:36:20, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8886, decode.acc_seg: 69.2213, loss: 0.8886 2023-11-13 20:11:04,957 - mmseg - INFO - Iter [19100/40000] lr: 5.225e-04, eta: 0:36:14, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9069, decode.acc_seg: 68.4924, loss: 0.9069 2023-11-13 20:11:09,897 - mmseg - INFO - Iter [19150/40000] lr: 5.213e-04, eta: 0:36:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8929, decode.acc_seg: 68.9534, loss: 0.8929 2023-11-13 20:11:14,827 - mmseg - INFO - Iter [19200/40000] lr: 5.200e-04, eta: 0:36:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8616, decode.acc_seg: 70.5673, loss: 0.8616 2023-11-13 20:11:19,758 - mmseg - INFO - Iter [19250/40000] lr: 5.188e-04, eta: 0:35:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8897, decode.acc_seg: 68.9147, loss: 0.8897 2023-11-13 20:11:24,691 - mmseg - INFO - Iter [19300/40000] lr: 5.175e-04, eta: 0:35:52, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9047, decode.acc_seg: 68.5112, loss: 0.9047 2023-11-13 20:11:29,629 - mmseg - INFO - Iter [19350/40000] lr: 5.163e-04, eta: 0:35:47, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8983, decode.acc_seg: 69.1964, loss: 0.8983 2023-11-13 20:11:34,568 - mmseg - INFO - Iter [19400/40000] lr: 5.150e-04, eta: 0:35:41, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8577, decode.acc_seg: 69.8427, loss: 0.8577 2023-11-13 20:11:39,508 - mmseg - INFO - Iter [19450/40000] lr: 5.138e-04, eta: 0:35:36, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8859, decode.acc_seg: 69.0832, loss: 0.8859 2023-11-13 20:11:44,443 - mmseg - INFO - Iter [19500/40000] lr: 5.125e-04, eta: 0:35:30, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8862, decode.acc_seg: 70.0039, loss: 0.8862 2023-11-13 20:11:49,380 - mmseg - INFO - Iter [19550/40000] lr: 5.113e-04, eta: 0:35:25, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8542, decode.acc_seg: 70.5381, loss: 0.8542 2023-11-13 20:11:54,310 - mmseg - INFO - Iter [19600/40000] lr: 5.100e-04, eta: 0:35:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8762, decode.acc_seg: 70.1475, loss: 0.8762 2023-11-13 20:11:59,264 - mmseg - INFO - Iter [19650/40000] lr: 5.088e-04, eta: 0:35:14, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8929, decode.acc_seg: 69.3242, loss: 0.8929 2023-11-13 20:12:04,194 - mmseg - INFO - Iter [19700/40000] lr: 5.075e-04, eta: 0:35:09, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8990, decode.acc_seg: 69.2281, loss: 0.8990 2023-11-13 20:12:09,122 - mmseg - INFO - Iter [19750/40000] lr: 5.063e-04, eta: 0:35:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8897, decode.acc_seg: 69.3161, loss: 0.8897 2023-11-13 20:12:14,055 - mmseg - INFO - Iter [19800/40000] lr: 5.050e-04, eta: 0:34:58, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9183, decode.acc_seg: 68.7039, loss: 0.9183 2023-11-13 20:12:18,996 - mmseg - INFO - Iter [19850/40000] lr: 5.038e-04, eta: 0:34:52, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8830, decode.acc_seg: 69.5928, loss: 0.8830 2023-11-13 20:12:23,936 - mmseg - INFO - Iter [19900/40000] lr: 5.025e-04, eta: 0:34:47, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8668, decode.acc_seg: 69.2022, loss: 0.8668 2023-11-13 20:12:28,878 - mmseg - INFO - Iter [19950/40000] lr: 5.013e-04, eta: 0:34:41, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8773, decode.acc_seg: 69.7073, loss: 0.8773 2023-11-13 20:12:33,775 - mmseg - INFO - Saving checkpoint at 20000 iterations 2023-11-13 20:12:33,836 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:12:33,836 - mmseg - INFO - Iter [20000/40000] lr: 5.000e-04, eta: 0:34:36, time: 0.100, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9107, decode.acc_seg: 69.0535, loss: 0.9107 2023-11-13 20:12:47,358 - mmseg - INFO - per class results: 2023-11-13 20:12:47,364 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 62.83 | 83.12 | | building | 72.73 | 88.71 | | sky | 91.99 | 95.78 | | floor | 70.41 | 85.74 | | tree | 67.04 | 85.15 | | ceiling | 72.91 | 85.86 | | road | 72.12 | 85.14 | | bed | 67.83 | 84.96 | | windowpane | 47.6 | 68.99 | | grass | 55.63 | 65.08 | | cabinet | 40.68 | 55.55 | | sidewalk | 46.41 | 64.42 | | person | 70.07 | 86.09 | | earth | 31.92 | 47.03 | | door | 13.65 | 16.9 | | table | 32.07 | 48.31 | | mountain | 46.02 | 58.26 | | plant | 42.17 | 51.73 | | curtain | 55.04 | 69.11 | | chair | 37.6 | 59.98 | | car | 72.72 | 85.13 | | water | 50.99 | 67.3 | | painting | 50.52 | 63.9 | | sofa | 42.45 | 56.89 | | shelf | 25.83 | 42.88 | | house | 33.14 | 40.31 | | sea | 50.83 | 72.21 | | mirror | 31.66 | 37.84 | | rug | 45.35 | 54.71 | | field | 21.21 | 53.97 | | armchair | 20.3 | 32.34 | | seat | 33.32 | 43.82 | | fence | 27.88 | 42.76 | | desk | 17.59 | 23.88 | | rock | 34.63 | 48.79 | | wardrobe | 21.53 | 27.34 | | lamp | 37.26 | 46.55 | | bathtub | 48.63 | 57.05 | | railing | 18.83 | 23.4 | | cushion | 36.02 | 51.79 | | base | 5.61 | 6.63 | | box | 10.59 | 14.23 | | column | 20.86 | 23.96 | | signboard | 26.29 | 35.11 | | chest of drawers | 26.36 | 38.74 | | counter | 21.97 | 28.87 | | sand | 30.78 | 38.37 | | sink | 45.17 | 57.83 | | skyscraper | 39.33 | 56.37 | | fireplace | 36.11 | 51.36 | | refrigerator | 43.5 | 49.3 | | grandstand | 33.04 | 51.31 | | path | 17.93 | 30.83 | | stairs | 27.68 | 33.96 | | runway | 57.92 | 68.61 | | case | 33.82 | 47.96 | | pool table | 76.19 | 91.13 | | pillow | 38.94 | 49.03 | | screen door | 27.65 | 31.09 | | stairway | 20.88 | 28.43 | | river | 10.58 | 17.05 | | bridge | 31.17 | 42.53 | | bookcase | 21.46 | 26.93 | | blind | 18.5 | 20.36 | | coffee table | 40.02 | 63.68 | | toilet | 62.93 | 75.75 | | flower | 22.69 | 28.99 | | book | 33.66 | 56.52 | | hill | 2.9 | 3.78 | | bench | 22.6 | 30.25 | | countertop | 35.0 | 48.12 | | stove | 40.63 | 54.5 | | palm | 43.02 | 59.87 | | kitchen island | 20.0 | 45.97 | | computer | 41.82 | 54.35 | | swivel chair | 29.75 | 44.67 | | boat | 34.42 | 51.89 | | bar | 4.78 | 5.0 | | arcade machine | 14.15 | 24.65 | | hovel | 8.15 | 9.91 | | bus | 49.61 | 73.78 | | towel | 40.87 | 51.66 | | light | 27.11 | 30.96 | | truck | 4.83 | 7.19 | | tower | 21.36 | 24.06 | | chandelier | 50.75 | 66.97 | | awning | 16.24 | 19.93 | | streetlight | 8.25 | 9.68 | | booth | 9.07 | 10.89 | | television receiver | 40.01 | 59.07 | | airplane | 46.01 | 61.85 | | dirt track | 2.86 | 4.32 | | apparel | 22.68 | 34.96 | | pole | 10.31 | 14.03 | | land | 3.15 | 4.61 | | bannister | 2.1 | 2.52 | | escalator | 13.55 | 18.24 | | ottoman | 11.94 | 16.53 | | bottle | 11.05 | 12.71 | | buffet | 21.96 | 25.03 | | poster | 5.7 | 6.35 | | stage | 6.01 | 8.1 | | van | 19.68 | 24.16 | | ship | 2.91 | 4.39 | | fountain | 17.22 | 21.99 | | conveyer belt | 46.49 | 60.08 | | canopy | 2.82 | 3.11 | | washer | 39.75 | 44.23 | | plaything | 15.18 | 28.42 | | swimming pool | 23.27 | 33.36 | | stool | 8.71 | 10.21 | | barrel | 0.09 | 0.25 | | basket | 20.04 | 25.12 | | waterfall | 56.51 | 68.54 | | tent | 80.52 | 95.17 | | bag | 6.59 | 8.22 | | minibike | 39.22 | 62.19 | | cradle | 61.01 | 73.18 | | oven | 7.59 | 8.91 | | ball | 24.14 | 26.21 | | food | 49.09 | 55.47 | | step | 0.17 | 0.19 | | tank | 21.09 | 22.74 | | trade name | 16.26 | 18.42 | | microwave | 26.98 | 30.43 | | pot | 20.03 | 23.5 | | animal | 43.78 | 48.41 | | bicycle | 39.42 | 58.4 | | lake | 14.57 | 19.3 | | dishwasher | 25.0 | 34.89 | | screen | 62.7 | 81.09 | | blanket | 3.26 | 3.48 | | sculpture | 4.82 | 5.36 | | hood | 24.84 | 29.76 | | sconce | 14.53 | 16.81 | | vase | 17.71 | 27.34 | | traffic light | 21.72 | 27.86 | | tray | 2.9 | 4.16 | | ashcan | 20.05 | 25.09 | | fan | 39.72 | 58.2 | | pier | 25.06 | 43.14 | | crt screen | 1.41 | 2.07 | | plate | 32.57 | 48.66 | | monitor | 2.78 | 2.96 | | bulletin board | 16.39 | 22.7 | | shower | 0.27 | 0.52 | | radiator | 38.57 | 41.17 | | glass | 7.04 | 7.46 | | clock | 16.83 | 20.74 | | flag | 27.02 | 30.6 | +---------------------+-------+-------+ 2023-11-13 20:12:47,364 - mmseg - INFO - Summary: 2023-11-13 20:12:47,364 - mmseg - INFO - +------+------+-------+ | aAcc | mIoU | mAcc | +------+------+-------+ | 73.2 | 30.2 | 39.53 | +------+------+-------+ 2023-11-13 20:12:47,365 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:12:47,365 - mmseg - INFO - Iter(val) [250] aAcc: 0.7320, mIoU: 0.3020, mAcc: 0.3953, IoU.wall: 0.6283, IoU.building: 0.7273, IoU.sky: 0.9199, IoU.floor: 0.7041, IoU.tree: 0.6704, IoU.ceiling: 0.7291, IoU.road: 0.7212, IoU.bed : 0.6783, IoU.windowpane: 0.4760, IoU.grass: 0.5563, IoU.cabinet: 0.4068, IoU.sidewalk: 0.4641, IoU.person: 0.7007, IoU.earth: 0.3192, IoU.door: 0.1365, IoU.table: 0.3207, IoU.mountain: 0.4602, IoU.plant: 0.4217, IoU.curtain: 0.5504, IoU.chair: 0.3760, IoU.car: 0.7272, IoU.water: 0.5099, IoU.painting: 0.5052, IoU.sofa: 0.4245, IoU.shelf: 0.2583, IoU.house: 0.3314, IoU.sea: 0.5083, IoU.mirror: 0.3166, IoU.rug: 0.4535, IoU.field: 0.2121, IoU.armchair: 0.2030, IoU.seat: 0.3332, IoU.fence: 0.2788, IoU.desk: 0.1759, IoU.rock: 0.3463, IoU.wardrobe: 0.2153, IoU.lamp: 0.3726, IoU.bathtub: 0.4863, IoU.railing: 0.1883, IoU.cushion: 0.3602, IoU.base: 0.0561, IoU.box: 0.1059, IoU.column: 0.2086, IoU.signboard: 0.2629, IoU.chest of drawers: 0.2636, IoU.counter: 0.2197, IoU.sand: 0.3078, IoU.sink: 0.4517, IoU.skyscraper: 0.3933, IoU.fireplace: 0.3611, IoU.refrigerator: 0.4350, IoU.grandstand: 0.3304, IoU.path: 0.1793, IoU.stairs: 0.2768, IoU.runway: 0.5792, IoU.case: 0.3382, IoU.pool table: 0.7619, IoU.pillow: 0.3894, IoU.screen door: 0.2765, IoU.stairway: 0.2088, IoU.river: 0.1058, IoU.bridge: 0.3117, IoU.bookcase: 0.2146, IoU.blind: 0.1850, IoU.coffee table: 0.4002, IoU.toilet: 0.6293, IoU.flower: 0.2269, IoU.book: 0.3366, IoU.hill: 0.0290, IoU.bench: 0.2260, IoU.countertop: 0.3500, IoU.stove: 0.4063, IoU.palm: 0.4302, IoU.kitchen island: 0.2000, IoU.computer: 0.4182, IoU.swivel chair: 0.2975, IoU.boat: 0.3442, IoU.bar: 0.0478, IoU.arcade machine: 0.1415, IoU.hovel: 0.0815, IoU.bus: 0.4961, IoU.towel: 0.4087, IoU.light: 0.2711, IoU.truck: 0.0483, IoU.tower: 0.2136, IoU.chandelier: 0.5075, IoU.awning: 0.1624, IoU.streetlight: 0.0825, IoU.booth: 0.0907, IoU.television receiver: 0.4001, IoU.airplane: 0.4601, IoU.dirt track: 0.0286, IoU.apparel: 0.2268, IoU.pole: 0.1031, IoU.land: 0.0315, IoU.bannister: 0.0210, IoU.escalator: 0.1355, IoU.ottoman: 0.1194, IoU.bottle: 0.1105, IoU.buffet: 0.2196, IoU.poster: 0.0570, IoU.stage: 0.0601, IoU.van: 0.1968, IoU.ship: 0.0291, IoU.fountain: 0.1722, IoU.conveyer belt: 0.4649, IoU.canopy: 0.0282, IoU.washer: 0.3975, IoU.plaything: 0.1518, IoU.swimming pool: 0.2327, IoU.stool: 0.0871, IoU.barrel: 0.0009, IoU.basket: 0.2004, IoU.waterfall: 0.5651, IoU.tent: 0.8052, IoU.bag: 0.0659, IoU.minibike: 0.3922, IoU.cradle: 0.6101, IoU.oven: 0.0759, IoU.ball: 0.2414, IoU.food: 0.4909, IoU.step: 0.0017, IoU.tank: 0.2109, IoU.trade name: 0.1626, IoU.microwave: 0.2698, IoU.pot: 0.2003, IoU.animal: 0.4378, IoU.bicycle: 0.3942, IoU.lake: 0.1457, IoU.dishwasher: 0.2500, IoU.screen: 0.6270, IoU.blanket: 0.0326, IoU.sculpture: 0.0482, IoU.hood: 0.2484, IoU.sconce: 0.1453, IoU.vase: 0.1771, IoU.traffic light: 0.2172, IoU.tray: 0.0290, IoU.ashcan: 0.2005, IoU.fan: 0.3972, IoU.pier: 0.2506, IoU.crt screen: 0.0141, IoU.plate: 0.3257, IoU.monitor: 0.0278, IoU.bulletin board: 0.1639, IoU.shower: 0.0027, IoU.radiator: 0.3857, IoU.glass: 0.0704, IoU.clock: 0.1683, IoU.flag: 0.2702, Acc.wall: 0.8312, Acc.building: 0.8871, Acc.sky: 0.9578, Acc.floor: 0.8574, Acc.tree: 0.8515, Acc.ceiling: 0.8586, Acc.road: 0.8514, Acc.bed : 0.8496, Acc.windowpane: 0.6899, Acc.grass: 0.6508, Acc.cabinet: 0.5555, Acc.sidewalk: 0.6442, Acc.person: 0.8609, Acc.earth: 0.4703, Acc.door: 0.1690, Acc.table: 0.4831, Acc.mountain: 0.5826, Acc.plant: 0.5173, Acc.curtain: 0.6911, Acc.chair: 0.5998, Acc.car: 0.8513, Acc.water: 0.6730, Acc.painting: 0.6390, Acc.sofa: 0.5689, Acc.shelf: 0.4288, Acc.house: 0.4031, Acc.sea: 0.7221, Acc.mirror: 0.3784, Acc.rug: 0.5471, Acc.field: 0.5397, Acc.armchair: 0.3234, Acc.seat: 0.4382, Acc.fence: 0.4276, Acc.desk: 0.2388, Acc.rock: 0.4879, Acc.wardrobe: 0.2734, Acc.lamp: 0.4655, Acc.bathtub: 0.5705, Acc.railing: 0.2340, Acc.cushion: 0.5179, Acc.base: 0.0663, Acc.box: 0.1423, Acc.column: 0.2396, Acc.signboard: 0.3511, Acc.chest of drawers: 0.3874, Acc.counter: 0.2887, Acc.sand: 0.3837, Acc.sink: 0.5783, Acc.skyscraper: 0.5637, Acc.fireplace: 0.5136, Acc.refrigerator: 0.4930, Acc.grandstand: 0.5131, Acc.path: 0.3083, Acc.stairs: 0.3396, Acc.runway: 0.6861, Acc.case: 0.4796, Acc.pool table: 0.9113, Acc.pillow: 0.4903, Acc.screen door: 0.3109, Acc.stairway: 0.2843, Acc.river: 0.1705, Acc.bridge: 0.4253, Acc.bookcase: 0.2693, Acc.blind: 0.2036, Acc.coffee table: 0.6368, Acc.toilet: 0.7575, Acc.flower: 0.2899, Acc.book: 0.5652, Acc.hill: 0.0378, Acc.bench: 0.3025, Acc.countertop: 0.4812, Acc.stove: 0.5450, Acc.palm: 0.5987, Acc.kitchen island: 0.4597, Acc.computer: 0.5435, Acc.swivel chair: 0.4467, Acc.boat: 0.5189, Acc.bar: 0.0500, Acc.arcade machine: 0.2465, Acc.hovel: 0.0991, Acc.bus: 0.7378, Acc.towel: 0.5166, Acc.light: 0.3096, Acc.truck: 0.0719, Acc.tower: 0.2406, Acc.chandelier: 0.6697, Acc.awning: 0.1993, Acc.streetlight: 0.0968, Acc.booth: 0.1089, Acc.television receiver: 0.5907, Acc.airplane: 0.6185, Acc.dirt track: 0.0432, Acc.apparel: 0.3496, Acc.pole: 0.1403, Acc.land: 0.0461, Acc.bannister: 0.0252, Acc.escalator: 0.1824, Acc.ottoman: 0.1653, Acc.bottle: 0.1271, Acc.buffet: 0.2503, Acc.poster: 0.0635, Acc.stage: 0.0810, Acc.van: 0.2416, Acc.ship: 0.0439, Acc.fountain: 0.2199, Acc.conveyer belt: 0.6008, Acc.canopy: 0.0311, Acc.washer: 0.4423, Acc.plaything: 0.2842, Acc.swimming pool: 0.3336, Acc.stool: 0.1021, Acc.barrel: 0.0025, Acc.basket: 0.2512, Acc.waterfall: 0.6854, Acc.tent: 0.9517, Acc.bag: 0.0822, Acc.minibike: 0.6219, Acc.cradle: 0.7318, Acc.oven: 0.0891, Acc.ball: 0.2621, Acc.food: 0.5547, Acc.step: 0.0019, Acc.tank: 0.2274, Acc.trade name: 0.1842, Acc.microwave: 0.3043, Acc.pot: 0.2350, Acc.animal: 0.4841, Acc.bicycle: 0.5840, Acc.lake: 0.1930, Acc.dishwasher: 0.3489, Acc.screen: 0.8109, Acc.blanket: 0.0348, Acc.sculpture: 0.0536, Acc.hood: 0.2976, Acc.sconce: 0.1681, Acc.vase: 0.2734, Acc.traffic light: 0.2786, Acc.tray: 0.0416, Acc.ashcan: 0.2509, Acc.fan: 0.5820, Acc.pier: 0.4314, Acc.crt screen: 0.0207, Acc.plate: 0.4866, Acc.monitor: 0.0296, Acc.bulletin board: 0.2270, Acc.shower: 0.0052, Acc.radiator: 0.4117, Acc.glass: 0.0746, Acc.clock: 0.2074, Acc.flag: 0.3060 2023-11-13 20:12:52,304 - mmseg - INFO - Iter [20050/40000] lr: 4.988e-04, eta: 0:34:44, time: 0.369, data_time: 0.273, memory: 3269, decode.loss_ce: 0.8518, decode.acc_seg: 70.3834, loss: 0.8518 2023-11-13 20:12:57,241 - mmseg - INFO - Iter [20100/40000] lr: 4.975e-04, eta: 0:34:38, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8894, decode.acc_seg: 69.4178, loss: 0.8894 2023-11-13 20:13:02,179 - mmseg - INFO - Iter [20150/40000] lr: 4.963e-04, eta: 0:34:33, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8730, decode.acc_seg: 70.0133, loss: 0.8730 2023-11-13 20:13:07,119 - mmseg - INFO - Iter [20200/40000] lr: 4.950e-04, eta: 0:34:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8725, decode.acc_seg: 69.4144, loss: 0.8725 2023-11-13 20:13:14,319 - mmseg - INFO - Iter [20250/40000] lr: 4.938e-04, eta: 0:34:24, time: 0.144, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8956, decode.acc_seg: 69.3237, loss: 0.8956 2023-11-13 20:13:19,254 - mmseg - INFO - Iter [20300/40000] lr: 4.925e-04, eta: 0:34:19, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9081, decode.acc_seg: 69.5958, loss: 0.9081 2023-11-13 20:13:24,193 - mmseg - INFO - Iter [20350/40000] lr: 4.913e-04, eta: 0:34:13, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8764, decode.acc_seg: 69.0878, loss: 0.8764 2023-11-13 20:13:29,135 - mmseg - INFO - Iter [20400/40000] lr: 4.900e-04, eta: 0:34:08, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8703, decode.acc_seg: 69.8196, loss: 0.8703 2023-11-13 20:13:34,064 - mmseg - INFO - Iter [20450/40000] lr: 4.888e-04, eta: 0:34:02, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8569, decode.acc_seg: 70.0435, loss: 0.8569 2023-11-13 20:13:38,995 - mmseg - INFO - Iter [20500/40000] lr: 4.875e-04, eta: 0:33:57, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8061, decode.acc_seg: 71.2900, loss: 0.8061 2023-11-13 20:13:43,945 - mmseg - INFO - Iter [20550/40000] lr: 4.863e-04, eta: 0:33:51, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9112, decode.acc_seg: 68.9392, loss: 0.9112 2023-11-13 20:13:48,882 - mmseg - INFO - Iter [20600/40000] lr: 4.850e-04, eta: 0:33:46, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8891, decode.acc_seg: 69.7310, loss: 0.8891 2023-11-13 20:13:53,814 - mmseg - INFO - Iter [20650/40000] lr: 4.838e-04, eta: 0:33:40, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8975, decode.acc_seg: 69.3913, loss: 0.8975 2023-11-13 20:13:58,748 - mmseg - INFO - Iter [20700/40000] lr: 4.825e-04, eta: 0:33:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8609, decode.acc_seg: 70.2040, loss: 0.8609 2023-11-13 20:14:03,693 - mmseg - INFO - Iter [20750/40000] lr: 4.813e-04, eta: 0:33:29, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8507, decode.acc_seg: 70.2896, loss: 0.8507 2023-11-13 20:14:08,625 - mmseg - INFO - Iter [20800/40000] lr: 4.800e-04, eta: 0:33:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8820, decode.acc_seg: 69.6118, loss: 0.8820 2023-11-13 20:14:13,561 - mmseg - INFO - Iter [20850/40000] lr: 4.788e-04, eta: 0:33:18, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9213, decode.acc_seg: 68.1276, loss: 0.9213 2023-11-13 20:14:18,498 - mmseg - INFO - Iter [20900/40000] lr: 4.775e-04, eta: 0:33:13, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9071, decode.acc_seg: 68.5944, loss: 0.9071 2023-11-13 20:14:23,428 - mmseg - INFO - Iter [20950/40000] lr: 4.763e-04, eta: 0:33:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8353, decode.acc_seg: 70.9878, loss: 0.8353 2023-11-13 20:14:28,358 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:14:28,359 - mmseg - INFO - Iter [21000/40000] lr: 4.750e-04, eta: 0:33:02, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8709, decode.acc_seg: 69.8337, loss: 0.8709 2023-11-13 20:14:33,292 - mmseg - INFO - Iter [21050/40000] lr: 4.738e-04, eta: 0:32:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8595, decode.acc_seg: 70.2629, loss: 0.8595 2023-11-13 20:14:38,234 - mmseg - INFO - Iter [21100/40000] lr: 4.725e-04, eta: 0:32:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8944, decode.acc_seg: 68.8379, loss: 0.8944 2023-11-13 20:14:43,165 - mmseg - INFO - Iter [21150/40000] lr: 4.713e-04, eta: 0:32:45, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8624, decode.acc_seg: 69.9443, loss: 0.8624 2023-11-13 20:14:48,093 - mmseg - INFO - Iter [21200/40000] lr: 4.700e-04, eta: 0:32:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8796, decode.acc_seg: 69.7165, loss: 0.8796 2023-11-13 20:14:53,025 - mmseg - INFO - Iter [21250/40000] lr: 4.688e-04, eta: 0:32:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8617, decode.acc_seg: 70.1752, loss: 0.8617 2023-11-13 20:14:57,957 - mmseg - INFO - Iter [21300/40000] lr: 4.675e-04, eta: 0:32:29, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9291, decode.acc_seg: 68.1224, loss: 0.9291 2023-11-13 20:15:02,890 - mmseg - INFO - Iter [21350/40000] lr: 4.663e-04, eta: 0:32:23, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8983, decode.acc_seg: 69.0614, loss: 0.8983 2023-11-13 20:15:07,824 - mmseg - INFO - Iter [21400/40000] lr: 4.650e-04, eta: 0:32:18, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9052, decode.acc_seg: 69.0175, loss: 0.9052 2023-11-13 20:15:12,763 - mmseg - INFO - Iter [21450/40000] lr: 4.638e-04, eta: 0:32:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9058, decode.acc_seg: 69.4460, loss: 0.9058 2023-11-13 20:15:20,002 - mmseg - INFO - Iter [21500/40000] lr: 4.625e-04, eta: 0:32:09, time: 0.145, data_time: 0.046, memory: 3269, decode.loss_ce: 0.9081, decode.acc_seg: 68.5027, loss: 0.9081 2023-11-13 20:15:24,952 - mmseg - INFO - Iter [21550/40000] lr: 4.613e-04, eta: 0:32:04, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8580, decode.acc_seg: 69.8638, loss: 0.8580 2023-11-13 20:15:29,886 - mmseg - INFO - Iter [21600/40000] lr: 4.600e-04, eta: 0:31:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8825, decode.acc_seg: 69.8727, loss: 0.8825 2023-11-13 20:15:34,823 - mmseg - INFO - Iter [21650/40000] lr: 4.588e-04, eta: 0:31:53, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8746, decode.acc_seg: 70.0082, loss: 0.8746 2023-11-13 20:15:39,751 - mmseg - INFO - Iter [21700/40000] lr: 4.575e-04, eta: 0:31:47, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8675, decode.acc_seg: 69.5041, loss: 0.8675 2023-11-13 20:15:44,698 - mmseg - INFO - Iter [21750/40000] lr: 4.563e-04, eta: 0:31:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8771, decode.acc_seg: 69.4673, loss: 0.8771 2023-11-13 20:15:49,635 - mmseg - INFO - Iter [21800/40000] lr: 4.550e-04, eta: 0:31:36, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8914, decode.acc_seg: 69.6619, loss: 0.8914 2023-11-13 20:15:54,571 - mmseg - INFO - Iter [21850/40000] lr: 4.538e-04, eta: 0:31:31, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8705, decode.acc_seg: 70.1499, loss: 0.8705 2023-11-13 20:15:59,504 - mmseg - INFO - Iter [21900/40000] lr: 4.525e-04, eta: 0:31:26, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8785, decode.acc_seg: 69.9048, loss: 0.8785 2023-11-13 20:16:04,447 - mmseg - INFO - Iter [21950/40000] lr: 4.513e-04, eta: 0:31:20, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8930, decode.acc_seg: 69.2381, loss: 0.8930 2023-11-13 20:16:09,383 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:16:09,384 - mmseg - INFO - Iter [22000/40000] lr: 4.500e-04, eta: 0:31:15, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9634, decode.acc_seg: 67.4470, loss: 0.9634 2023-11-13 20:16:14,321 - mmseg - INFO - Iter [22050/40000] lr: 4.488e-04, eta: 0:31:09, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8918, decode.acc_seg: 69.8423, loss: 0.8918 2023-11-13 20:16:19,255 - mmseg - INFO - Iter [22100/40000] lr: 4.475e-04, eta: 0:31:04, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8705, decode.acc_seg: 69.9303, loss: 0.8705 2023-11-13 20:16:24,191 - mmseg - INFO - Iter [22150/40000] lr: 4.463e-04, eta: 0:30:58, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8696, decode.acc_seg: 70.1261, loss: 0.8696 2023-11-13 20:16:29,147 - mmseg - INFO - Iter [22200/40000] lr: 4.450e-04, eta: 0:30:53, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8996, decode.acc_seg: 69.0050, loss: 0.8996 2023-11-13 20:16:34,077 - mmseg - INFO - Iter [22250/40000] lr: 4.438e-04, eta: 0:30:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8999, decode.acc_seg: 69.1709, loss: 0.8999 2023-11-13 20:16:39,022 - mmseg - INFO - Iter [22300/40000] lr: 4.425e-04, eta: 0:30:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8860, decode.acc_seg: 69.7635, loss: 0.8860 2023-11-13 20:16:43,975 - mmseg - INFO - Iter [22350/40000] lr: 4.413e-04, eta: 0:30:37, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8856, decode.acc_seg: 68.8584, loss: 0.8856 2023-11-13 20:16:48,911 - mmseg - INFO - Iter [22400/40000] lr: 4.400e-04, eta: 0:30:31, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8743, decode.acc_seg: 69.4198, loss: 0.8743 2023-11-13 20:16:53,847 - mmseg - INFO - Iter [22450/40000] lr: 4.388e-04, eta: 0:30:26, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8383, decode.acc_seg: 70.7251, loss: 0.8383 2023-11-13 20:16:58,788 - mmseg - INFO - Iter [22500/40000] lr: 4.375e-04, eta: 0:30:21, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8596, decode.acc_seg: 70.1388, loss: 0.8596 2023-11-13 20:17:03,722 - mmseg - INFO - Iter [22550/40000] lr: 4.363e-04, eta: 0:30:15, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8815, decode.acc_seg: 70.0129, loss: 0.8815 2023-11-13 20:17:08,665 - mmseg - INFO - Iter [22600/40000] lr: 4.350e-04, eta: 0:30:10, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8795, decode.acc_seg: 70.0702, loss: 0.8795 2023-11-13 20:17:13,596 - mmseg - INFO - Iter [22650/40000] lr: 4.338e-04, eta: 0:30:04, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8788, decode.acc_seg: 69.9203, loss: 0.8788 2023-11-13 20:17:18,529 - mmseg - INFO - Iter [22700/40000] lr: 4.325e-04, eta: 0:29:59, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8728, decode.acc_seg: 69.8692, loss: 0.8728 2023-11-13 20:17:25,698 - mmseg - INFO - Iter [22750/40000] lr: 4.313e-04, eta: 0:29:55, time: 0.143, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8893, decode.acc_seg: 69.6285, loss: 0.8893 2023-11-13 20:17:30,634 - mmseg - INFO - Iter [22800/40000] lr: 4.300e-04, eta: 0:29:50, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8944, decode.acc_seg: 69.1929, loss: 0.8944 2023-11-13 20:17:35,565 - mmseg - INFO - Iter [22850/40000] lr: 4.288e-04, eta: 0:29:44, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9024, decode.acc_seg: 68.7602, loss: 0.9024 2023-11-13 20:17:40,486 - mmseg - INFO - Iter [22900/40000] lr: 4.275e-04, eta: 0:29:39, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8550, decode.acc_seg: 70.1810, loss: 0.8550 2023-11-13 20:17:45,408 - mmseg - INFO - Iter [22950/40000] lr: 4.263e-04, eta: 0:29:34, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9194, decode.acc_seg: 68.3574, loss: 0.9194 2023-11-13 20:17:50,341 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:17:50,341 - mmseg - INFO - Iter [23000/40000] lr: 4.250e-04, eta: 0:29:28, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8769, decode.acc_seg: 69.1768, loss: 0.8769 2023-11-13 20:17:55,273 - mmseg - INFO - Iter [23050/40000] lr: 4.238e-04, eta: 0:29:23, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8920, decode.acc_seg: 69.4855, loss: 0.8920 2023-11-13 20:18:00,206 - mmseg - INFO - Iter [23100/40000] lr: 4.225e-04, eta: 0:29:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8845, decode.acc_seg: 69.9553, loss: 0.8845 2023-11-13 20:18:05,143 - mmseg - INFO - Iter [23150/40000] lr: 4.213e-04, eta: 0:29:12, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9174, decode.acc_seg: 68.3967, loss: 0.9174 2023-11-13 20:18:10,083 - mmseg - INFO - Iter [23200/40000] lr: 4.200e-04, eta: 0:29:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8505, decode.acc_seg: 70.8263, loss: 0.8505 2023-11-13 20:18:15,022 - mmseg - INFO - Iter [23250/40000] lr: 4.188e-04, eta: 0:29:01, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8806, decode.acc_seg: 70.4017, loss: 0.8806 2023-11-13 20:18:19,959 - mmseg - INFO - Iter [23300/40000] lr: 4.175e-04, eta: 0:28:56, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8444, decode.acc_seg: 70.7966, loss: 0.8444 2023-11-13 20:18:24,897 - mmseg - INFO - Iter [23350/40000] lr: 4.163e-04, eta: 0:28:50, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8954, decode.acc_seg: 68.6349, loss: 0.8954 2023-11-13 20:18:29,829 - mmseg - INFO - Iter [23400/40000] lr: 4.150e-04, eta: 0:28:45, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9112, decode.acc_seg: 68.7784, loss: 0.9112 2023-11-13 20:18:34,757 - mmseg - INFO - Iter [23450/40000] lr: 4.138e-04, eta: 0:28:40, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8724, decode.acc_seg: 70.1262, loss: 0.8724 2023-11-13 20:18:39,682 - mmseg - INFO - Iter [23500/40000] lr: 4.125e-04, eta: 0:28:34, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8946, decode.acc_seg: 70.0270, loss: 0.8946 2023-11-13 20:18:44,613 - mmseg - INFO - Iter [23550/40000] lr: 4.113e-04, eta: 0:28:29, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9022, decode.acc_seg: 69.5357, loss: 0.9022 2023-11-13 20:18:49,545 - mmseg - INFO - Iter [23600/40000] lr: 4.100e-04, eta: 0:28:23, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8610, decode.acc_seg: 70.2636, loss: 0.8610 2023-11-13 20:18:54,476 - mmseg - INFO - Iter [23650/40000] lr: 4.088e-04, eta: 0:28:18, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9077, decode.acc_seg: 69.1044, loss: 0.9077 2023-11-13 20:18:59,401 - mmseg - INFO - Iter [23700/40000] lr: 4.075e-04, eta: 0:28:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8633, decode.acc_seg: 70.1482, loss: 0.8633 2023-11-13 20:19:04,346 - mmseg - INFO - Iter [23750/40000] lr: 4.063e-04, eta: 0:28:07, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8952, decode.acc_seg: 68.7475, loss: 0.8952 2023-11-13 20:19:09,270 - mmseg - INFO - Iter [23800/40000] lr: 4.050e-04, eta: 0:28:02, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8543, decode.acc_seg: 71.1581, loss: 0.8543 2023-11-13 20:19:14,195 - mmseg - INFO - Iter [23850/40000] lr: 4.038e-04, eta: 0:27:57, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8869, decode.acc_seg: 69.5667, loss: 0.8869 2023-11-13 20:19:19,130 - mmseg - INFO - Iter [23900/40000] lr: 4.025e-04, eta: 0:27:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8403, decode.acc_seg: 70.5970, loss: 0.8403 2023-11-13 20:19:24,064 - mmseg - INFO - Iter [23950/40000] lr: 4.013e-04, eta: 0:27:46, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8827, decode.acc_seg: 69.9347, loss: 0.8827 2023-11-13 20:19:31,207 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:19:31,207 - mmseg - INFO - Iter [24000/40000] lr: 4.000e-04, eta: 0:27:42, time: 0.143, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8821, decode.acc_seg: 69.9252, loss: 0.8821 2023-11-13 20:19:36,143 - mmseg - INFO - Iter [24050/40000] lr: 3.988e-04, eta: 0:27:37, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8802, decode.acc_seg: 68.9887, loss: 0.8802 2023-11-13 20:19:41,078 - mmseg - INFO - Iter [24100/40000] lr: 3.975e-04, eta: 0:27:31, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8746, decode.acc_seg: 70.4989, loss: 0.8746 2023-11-13 20:19:46,010 - mmseg - INFO - Iter [24150/40000] lr: 3.963e-04, eta: 0:27:26, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8690, decode.acc_seg: 69.8013, loss: 0.8690 2023-11-13 20:19:50,940 - mmseg - INFO - Iter [24200/40000] lr: 3.950e-04, eta: 0:27:21, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8850, decode.acc_seg: 69.8653, loss: 0.8850 2023-11-13 20:19:55,867 - mmseg - INFO - Iter [24250/40000] lr: 3.938e-04, eta: 0:27:15, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8682, decode.acc_seg: 70.7626, loss: 0.8682 2023-11-13 20:20:00,803 - mmseg - INFO - Iter [24300/40000] lr: 3.925e-04, eta: 0:27:10, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8697, decode.acc_seg: 69.9920, loss: 0.8697 2023-11-13 20:20:05,749 - mmseg - INFO - Iter [24350/40000] lr: 3.913e-04, eta: 0:27:04, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8832, decode.acc_seg: 69.4449, loss: 0.8832 2023-11-13 20:20:10,677 - mmseg - INFO - Iter [24400/40000] lr: 3.900e-04, eta: 0:26:59, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8909, decode.acc_seg: 69.3892, loss: 0.8909 2023-11-13 20:20:15,605 - mmseg - INFO - Iter [24450/40000] lr: 3.888e-04, eta: 0:26:54, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8639, decode.acc_seg: 69.8846, loss: 0.8639 2023-11-13 20:20:20,536 - mmseg - INFO - Iter [24500/40000] lr: 3.875e-04, eta: 0:26:48, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8359, decode.acc_seg: 71.2245, loss: 0.8359 2023-11-13 20:20:25,469 - mmseg - INFO - Iter [24550/40000] lr: 3.863e-04, eta: 0:26:43, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8640, decode.acc_seg: 69.9737, loss: 0.8640 2023-11-13 20:20:30,399 - mmseg - INFO - Iter [24600/40000] lr: 3.850e-04, eta: 0:26:38, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8542, decode.acc_seg: 70.3321, loss: 0.8542 2023-11-13 20:20:35,333 - mmseg - INFO - Iter [24650/40000] lr: 3.838e-04, eta: 0:26:32, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8876, decode.acc_seg: 69.3002, loss: 0.8876 2023-11-13 20:20:40,276 - mmseg - INFO - Iter [24700/40000] lr: 3.825e-04, eta: 0:26:27, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9027, decode.acc_seg: 68.2261, loss: 0.9027 2023-11-13 20:20:45,214 - mmseg - INFO - Iter [24750/40000] lr: 3.813e-04, eta: 0:26:22, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8636, decode.acc_seg: 70.3246, loss: 0.8636 2023-11-13 20:20:50,150 - mmseg - INFO - Iter [24800/40000] lr: 3.800e-04, eta: 0:26:16, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8683, decode.acc_seg: 69.9961, loss: 0.8683 2023-11-13 20:20:55,082 - mmseg - INFO - Iter [24850/40000] lr: 3.788e-04, eta: 0:26:11, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8769, decode.acc_seg: 69.5391, loss: 0.8769 2023-11-13 20:21:00,015 - mmseg - INFO - Iter [24900/40000] lr: 3.775e-04, eta: 0:26:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8523, decode.acc_seg: 70.3212, loss: 0.8523 2023-11-13 20:21:04,946 - mmseg - INFO - Iter [24950/40000] lr: 3.763e-04, eta: 0:26:00, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8770, decode.acc_seg: 70.0789, loss: 0.8770 2023-11-13 20:21:09,874 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:21:09,874 - mmseg - INFO - Iter [25000/40000] lr: 3.750e-04, eta: 0:25:55, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8424, decode.acc_seg: 70.8949, loss: 0.8424 2023-11-13 20:21:14,813 - mmseg - INFO - Iter [25050/40000] lr: 3.738e-04, eta: 0:25:50, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8552, decode.acc_seg: 69.7461, loss: 0.8552 2023-11-13 20:21:19,746 - mmseg - INFO - Iter [25100/40000] lr: 3.725e-04, eta: 0:25:44, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8843, decode.acc_seg: 69.0756, loss: 0.8843 2023-11-13 20:21:24,683 - mmseg - INFO - Iter [25150/40000] lr: 3.713e-04, eta: 0:25:39, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8988, decode.acc_seg: 68.6299, loss: 0.8988 2023-11-13 20:21:29,629 - mmseg - INFO - Iter [25200/40000] lr: 3.700e-04, eta: 0:25:34, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8493, decode.acc_seg: 70.3047, loss: 0.8493 2023-11-13 20:21:34,560 - mmseg - INFO - Iter [25250/40000] lr: 3.688e-04, eta: 0:25:28, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8795, decode.acc_seg: 69.2039, loss: 0.8795 2023-11-13 20:21:41,709 - mmseg - INFO - Iter [25300/40000] lr: 3.675e-04, eta: 0:25:24, time: 0.143, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8634, decode.acc_seg: 69.7764, loss: 0.8634 2023-11-13 20:21:46,641 - mmseg - INFO - Iter [25350/40000] lr: 3.663e-04, eta: 0:25:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8767, decode.acc_seg: 69.9154, loss: 0.8767 2023-11-13 20:21:51,565 - mmseg - INFO - Iter [25400/40000] lr: 3.650e-04, eta: 0:25:14, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8708, decode.acc_seg: 69.1479, loss: 0.8708 2023-11-13 20:21:56,492 - mmseg - INFO - Iter [25450/40000] lr: 3.638e-04, eta: 0:25:08, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8907, decode.acc_seg: 69.2837, loss: 0.8907 2023-11-13 20:22:01,427 - mmseg - INFO - Iter [25500/40000] lr: 3.625e-04, eta: 0:25:03, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9098, decode.acc_seg: 68.9243, loss: 0.9098 2023-11-13 20:22:06,354 - mmseg - INFO - Iter [25550/40000] lr: 3.613e-04, eta: 0:24:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8420, decode.acc_seg: 70.1851, loss: 0.8420 2023-11-13 20:22:11,289 - mmseg - INFO - Iter [25600/40000] lr: 3.600e-04, eta: 0:24:52, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8698, decode.acc_seg: 69.7394, loss: 0.8698 2023-11-13 20:22:16,211 - mmseg - INFO - Iter [25650/40000] lr: 3.588e-04, eta: 0:24:47, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8880, decode.acc_seg: 69.7406, loss: 0.8880 2023-11-13 20:22:21,143 - mmseg - INFO - Iter [25700/40000] lr: 3.575e-04, eta: 0:24:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8427, decode.acc_seg: 71.2563, loss: 0.8427 2023-11-13 20:22:26,083 - mmseg - INFO - Iter [25750/40000] lr: 3.563e-04, eta: 0:24:36, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8846, decode.acc_seg: 69.3947, loss: 0.8846 2023-11-13 20:22:31,017 - mmseg - INFO - Iter [25800/40000] lr: 3.550e-04, eta: 0:24:31, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8742, decode.acc_seg: 69.7802, loss: 0.8742 2023-11-13 20:22:35,955 - mmseg - INFO - Iter [25850/40000] lr: 3.538e-04, eta: 0:24:26, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8726, decode.acc_seg: 70.0484, loss: 0.8726 2023-11-13 20:22:40,896 - mmseg - INFO - Iter [25900/40000] lr: 3.525e-04, eta: 0:24:20, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8926, decode.acc_seg: 69.2968, loss: 0.8926 2023-11-13 20:22:45,826 - mmseg - INFO - Iter [25950/40000] lr: 3.513e-04, eta: 0:24:15, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8523, decode.acc_seg: 70.7803, loss: 0.8523 2023-11-13 20:22:50,754 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:22:50,754 - mmseg - INFO - Iter [26000/40000] lr: 3.500e-04, eta: 0:24:10, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8823, decode.acc_seg: 69.9295, loss: 0.8823 2023-11-13 20:22:55,683 - mmseg - INFO - Iter [26050/40000] lr: 3.488e-04, eta: 0:24:04, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8891, decode.acc_seg: 68.9644, loss: 0.8891 2023-11-13 20:23:00,606 - mmseg - INFO - Iter [26100/40000] lr: 3.475e-04, eta: 0:23:59, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8751, decode.acc_seg: 69.5475, loss: 0.8751 2023-11-13 20:23:05,535 - mmseg - INFO - Iter [26150/40000] lr: 3.463e-04, eta: 0:23:54, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8515, decode.acc_seg: 69.9237, loss: 0.8515 2023-11-13 20:23:10,468 - mmseg - INFO - Iter [26200/40000] lr: 3.450e-04, eta: 0:23:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8737, decode.acc_seg: 69.9968, loss: 0.8737 2023-11-13 20:23:15,404 - mmseg - INFO - Iter [26250/40000] lr: 3.438e-04, eta: 0:23:43, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8319, decode.acc_seg: 71.3846, loss: 0.8319 2023-11-13 20:23:20,342 - mmseg - INFO - Iter [26300/40000] lr: 3.425e-04, eta: 0:23:38, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8993, decode.acc_seg: 68.7365, loss: 0.8993 2023-11-13 20:23:25,277 - mmseg - INFO - Iter [26350/40000] lr: 3.413e-04, eta: 0:23:33, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8912, decode.acc_seg: 69.2857, loss: 0.8912 2023-11-13 20:23:30,207 - mmseg - INFO - Iter [26400/40000] lr: 3.400e-04, eta: 0:23:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8743, decode.acc_seg: 69.1656, loss: 0.8743 2023-11-13 20:23:35,136 - mmseg - INFO - Iter [26450/40000] lr: 3.388e-04, eta: 0:23:22, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9008, decode.acc_seg: 68.7834, loss: 0.9008 2023-11-13 20:23:40,078 - mmseg - INFO - Iter [26500/40000] lr: 3.375e-04, eta: 0:23:17, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8785, decode.acc_seg: 69.9320, loss: 0.8785 2023-11-13 20:23:47,229 - mmseg - INFO - Iter [26550/40000] lr: 3.363e-04, eta: 0:23:12, time: 0.143, data_time: 0.048, memory: 3269, decode.loss_ce: 0.8807, decode.acc_seg: 69.7623, loss: 0.8807 2023-11-13 20:23:52,168 - mmseg - INFO - Iter [26600/40000] lr: 3.350e-04, eta: 0:23:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8786, decode.acc_seg: 70.4353, loss: 0.8786 2023-11-13 20:23:57,096 - mmseg - INFO - Iter [26650/40000] lr: 3.338e-04, eta: 0:23:02, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8957, decode.acc_seg: 68.8819, loss: 0.8957 2023-11-13 20:24:02,031 - mmseg - INFO - Iter [26700/40000] lr: 3.325e-04, eta: 0:22:57, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8599, decode.acc_seg: 70.2501, loss: 0.8599 2023-11-13 20:24:06,965 - mmseg - INFO - Iter [26750/40000] lr: 3.313e-04, eta: 0:22:51, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8985, decode.acc_seg: 68.8297, loss: 0.8985 2023-11-13 20:24:11,897 - mmseg - INFO - Iter [26800/40000] lr: 3.300e-04, eta: 0:22:46, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8740, decode.acc_seg: 69.3838, loss: 0.8740 2023-11-13 20:24:16,824 - mmseg - INFO - Iter [26850/40000] lr: 3.288e-04, eta: 0:22:41, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8548, decode.acc_seg: 70.8768, loss: 0.8548 2023-11-13 20:24:21,750 - mmseg - INFO - Iter [26900/40000] lr: 3.275e-04, eta: 0:22:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8689, decode.acc_seg: 70.0477, loss: 0.8689 2023-11-13 20:24:26,688 - mmseg - INFO - Iter [26950/40000] lr: 3.263e-04, eta: 0:22:30, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8745, decode.acc_seg: 70.1817, loss: 0.8745 2023-11-13 20:24:31,619 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:24:31,636 - mmseg - INFO - Iter [27000/40000] lr: 3.250e-04, eta: 0:22:25, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8870, decode.acc_seg: 69.6120, loss: 0.8870 2023-11-13 20:24:36,566 - mmseg - INFO - Iter [27050/40000] lr: 3.238e-04, eta: 0:22:20, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8486, decode.acc_seg: 70.7040, loss: 0.8486 2023-11-13 20:24:41,499 - mmseg - INFO - Iter [27100/40000] lr: 3.225e-04, eta: 0:22:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8377, decode.acc_seg: 70.1044, loss: 0.8377 2023-11-13 20:24:46,432 - mmseg - INFO - Iter [27150/40000] lr: 3.213e-04, eta: 0:22:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8911, decode.acc_seg: 69.7641, loss: 0.8911 2023-11-13 20:24:51,363 - mmseg - INFO - Iter [27200/40000] lr: 3.200e-04, eta: 0:22:04, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8660, decode.acc_seg: 69.2997, loss: 0.8660 2023-11-13 20:24:56,316 - mmseg - INFO - Iter [27250/40000] lr: 3.188e-04, eta: 0:21:58, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8679, decode.acc_seg: 70.0217, loss: 0.8679 2023-11-13 20:25:01,248 - mmseg - INFO - Iter [27300/40000] lr: 3.175e-04, eta: 0:21:53, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8867, decode.acc_seg: 69.2066, loss: 0.8867 2023-11-13 20:25:06,188 - mmseg - INFO - Iter [27350/40000] lr: 3.163e-04, eta: 0:21:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8720, decode.acc_seg: 69.5203, loss: 0.8720 2023-11-13 20:25:11,126 - mmseg - INFO - Iter [27400/40000] lr: 3.150e-04, eta: 0:21:43, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8640, decode.acc_seg: 70.0583, loss: 0.8640 2023-11-13 20:25:16,061 - mmseg - INFO - Iter [27450/40000] lr: 3.138e-04, eta: 0:21:37, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8846, decode.acc_seg: 69.5197, loss: 0.8846 2023-11-13 20:25:20,989 - mmseg - INFO - Iter [27500/40000] lr: 3.125e-04, eta: 0:21:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8338, decode.acc_seg: 70.9109, loss: 0.8338 2023-11-13 20:25:25,937 - mmseg - INFO - Iter [27550/40000] lr: 3.113e-04, eta: 0:21:27, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8730, decode.acc_seg: 69.6258, loss: 0.8730 2023-11-13 20:25:30,872 - mmseg - INFO - Iter [27600/40000] lr: 3.100e-04, eta: 0:21:21, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8494, decode.acc_seg: 70.6801, loss: 0.8494 2023-11-13 20:25:35,804 - mmseg - INFO - Iter [27650/40000] lr: 3.088e-04, eta: 0:21:16, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8571, decode.acc_seg: 70.2678, loss: 0.8571 2023-11-13 20:25:40,740 - mmseg - INFO - Iter [27700/40000] lr: 3.075e-04, eta: 0:21:11, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8623, decode.acc_seg: 70.0282, loss: 0.8623 2023-11-13 20:25:45,669 - mmseg - INFO - Iter [27750/40000] lr: 3.063e-04, eta: 0:21:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8662, decode.acc_seg: 70.3738, loss: 0.8662 2023-11-13 20:25:52,852 - mmseg - INFO - Iter [27800/40000] lr: 3.050e-04, eta: 0:21:01, time: 0.144, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8898, decode.acc_seg: 69.8411, loss: 0.8898 2023-11-13 20:25:57,782 - mmseg - INFO - Iter [27850/40000] lr: 3.038e-04, eta: 0:20:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8804, decode.acc_seg: 69.9930, loss: 0.8804 2023-11-13 20:26:02,716 - mmseg - INFO - Iter [27900/40000] lr: 3.025e-04, eta: 0:20:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8746, decode.acc_seg: 69.5590, loss: 0.8746 2023-11-13 20:26:07,657 - mmseg - INFO - Iter [27950/40000] lr: 3.013e-04, eta: 0:20:46, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8429, decode.acc_seg: 70.7351, loss: 0.8429 2023-11-13 20:26:12,578 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:26:12,579 - mmseg - INFO - Iter [28000/40000] lr: 3.000e-04, eta: 0:20:40, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8267, decode.acc_seg: 70.9429, loss: 0.8267 2023-11-13 20:26:17,509 - mmseg - INFO - Iter [28050/40000] lr: 2.988e-04, eta: 0:20:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8696, decode.acc_seg: 69.6588, loss: 0.8696 2023-11-13 20:26:22,448 - mmseg - INFO - Iter [28100/40000] lr: 2.975e-04, eta: 0:20:30, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8654, decode.acc_seg: 69.7194, loss: 0.8654 2023-11-13 20:26:27,373 - mmseg - INFO - Iter [28150/40000] lr: 2.963e-04, eta: 0:20:24, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8913, decode.acc_seg: 69.4533, loss: 0.8913 2023-11-13 20:26:32,302 - mmseg - INFO - Iter [28200/40000] lr: 2.950e-04, eta: 0:20:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8915, decode.acc_seg: 69.6205, loss: 0.8915 2023-11-13 20:26:37,240 - mmseg - INFO - Iter [28250/40000] lr: 2.938e-04, eta: 0:20:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8339, decode.acc_seg: 71.2777, loss: 0.8339 2023-11-13 20:26:42,168 - mmseg - INFO - Iter [28300/40000] lr: 2.925e-04, eta: 0:20:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9156, decode.acc_seg: 68.3280, loss: 0.9156 2023-11-13 20:26:47,094 - mmseg - INFO - Iter [28350/40000] lr: 2.913e-04, eta: 0:20:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8490, decode.acc_seg: 70.4348, loss: 0.8490 2023-11-13 20:26:52,034 - mmseg - INFO - Iter [28400/40000] lr: 2.900e-04, eta: 0:19:58, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8472, decode.acc_seg: 71.1555, loss: 0.8472 2023-11-13 20:26:56,958 - mmseg - INFO - Iter [28450/40000] lr: 2.888e-04, eta: 0:19:53, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8448, decode.acc_seg: 70.7179, loss: 0.8448 2023-11-13 20:27:01,892 - mmseg - INFO - Iter [28500/40000] lr: 2.875e-04, eta: 0:19:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8765, decode.acc_seg: 70.5539, loss: 0.8765 2023-11-13 20:27:06,825 - mmseg - INFO - Iter [28550/40000] lr: 2.863e-04, eta: 0:19:42, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8571, decode.acc_seg: 69.3546, loss: 0.8571 2023-11-13 20:27:11,756 - mmseg - INFO - Iter [28600/40000] lr: 2.850e-04, eta: 0:19:37, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8805, decode.acc_seg: 70.2592, loss: 0.8805 2023-11-13 20:27:16,711 - mmseg - INFO - Iter [28650/40000] lr: 2.838e-04, eta: 0:19:32, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8355, decode.acc_seg: 70.8797, loss: 0.8355 2023-11-13 20:27:21,644 - mmseg - INFO - Iter [28700/40000] lr: 2.825e-04, eta: 0:19:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8829, decode.acc_seg: 68.9467, loss: 0.8829 2023-11-13 20:27:26,579 - mmseg - INFO - Iter [28750/40000] lr: 2.813e-04, eta: 0:19:21, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8396, decode.acc_seg: 70.3214, loss: 0.8396 2023-11-13 20:27:31,512 - mmseg - INFO - Iter [28800/40000] lr: 2.800e-04, eta: 0:19:16, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8823, decode.acc_seg: 69.9186, loss: 0.8823 2023-11-13 20:27:36,460 - mmseg - INFO - Iter [28850/40000] lr: 2.788e-04, eta: 0:19:11, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8646, decode.acc_seg: 70.3166, loss: 0.8646 2023-11-13 20:27:41,391 - mmseg - INFO - Iter [28900/40000] lr: 2.775e-04, eta: 0:19:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8453, decode.acc_seg: 69.7554, loss: 0.8453 2023-11-13 20:27:46,326 - mmseg - INFO - Iter [28950/40000] lr: 2.763e-04, eta: 0:19:00, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8761, decode.acc_seg: 69.9489, loss: 0.8761 2023-11-13 20:27:51,260 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:27:51,260 - mmseg - INFO - Iter [29000/40000] lr: 2.750e-04, eta: 0:18:55, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9110, decode.acc_seg: 69.0636, loss: 0.9110 2023-11-13 20:27:58,483 - mmseg - INFO - Iter [29050/40000] lr: 2.738e-04, eta: 0:18:51, time: 0.144, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8655, decode.acc_seg: 69.5317, loss: 0.8655 2023-11-13 20:28:03,416 - mmseg - INFO - Iter [29100/40000] lr: 2.725e-04, eta: 0:18:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8371, decode.acc_seg: 69.6497, loss: 0.8371 2023-11-13 20:28:08,347 - mmseg - INFO - Iter [29150/40000] lr: 2.713e-04, eta: 0:18:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8465, decode.acc_seg: 70.3471, loss: 0.8465 2023-11-13 20:28:13,296 - mmseg - INFO - Iter [29200/40000] lr: 2.700e-04, eta: 0:18:35, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8662, decode.acc_seg: 69.3309, loss: 0.8662 2023-11-13 20:28:18,230 - mmseg - INFO - Iter [29250/40000] lr: 2.688e-04, eta: 0:18:30, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8522, decode.acc_seg: 70.6173, loss: 0.8522 2023-11-13 20:28:23,160 - mmseg - INFO - Iter [29300/40000] lr: 2.675e-04, eta: 0:18:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8870, decode.acc_seg: 69.4144, loss: 0.8870 2023-11-13 20:28:28,086 - mmseg - INFO - Iter [29350/40000] lr: 2.663e-04, eta: 0:18:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8548, decode.acc_seg: 71.0377, loss: 0.8548 2023-11-13 20:28:33,015 - mmseg - INFO - Iter [29400/40000] lr: 2.650e-04, eta: 0:18:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8464, decode.acc_seg: 71.1210, loss: 0.8464 2023-11-13 20:28:37,950 - mmseg - INFO - Iter [29450/40000] lr: 2.638e-04, eta: 0:18:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8395, decode.acc_seg: 70.3661, loss: 0.8395 2023-11-13 20:28:42,877 - mmseg - INFO - Iter [29500/40000] lr: 2.625e-04, eta: 0:18:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8444, decode.acc_seg: 69.9591, loss: 0.8444 2023-11-13 20:28:47,808 - mmseg - INFO - Iter [29550/40000] lr: 2.613e-04, eta: 0:17:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8555, decode.acc_seg: 70.8067, loss: 0.8555 2023-11-13 20:28:52,742 - mmseg - INFO - Iter [29600/40000] lr: 2.600e-04, eta: 0:17:53, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8894, decode.acc_seg: 69.7558, loss: 0.8894 2023-11-13 20:28:57,679 - mmseg - INFO - Iter [29650/40000] lr: 2.588e-04, eta: 0:17:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8848, decode.acc_seg: 70.3851, loss: 0.8848 2023-11-13 20:29:02,613 - mmseg - INFO - Iter [29700/40000] lr: 2.575e-04, eta: 0:17:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8730, decode.acc_seg: 69.7763, loss: 0.8730 2023-11-13 20:29:07,541 - mmseg - INFO - Iter [29750/40000] lr: 2.563e-04, eta: 0:17:37, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8996, decode.acc_seg: 68.8755, loss: 0.8996 2023-11-13 20:29:12,477 - mmseg - INFO - Iter [29800/40000] lr: 2.550e-04, eta: 0:17:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8698, decode.acc_seg: 69.5601, loss: 0.8698 2023-11-13 20:29:17,411 - mmseg - INFO - Iter [29850/40000] lr: 2.538e-04, eta: 0:17:27, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8667, decode.acc_seg: 70.3303, loss: 0.8667 2023-11-13 20:29:22,356 - mmseg - INFO - Iter [29900/40000] lr: 2.525e-04, eta: 0:17:22, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8938, decode.acc_seg: 69.0620, loss: 0.8938 2023-11-13 20:29:27,295 - mmseg - INFO - Iter [29950/40000] lr: 2.513e-04, eta: 0:17:16, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8792, decode.acc_seg: 70.1034, loss: 0.8792 2023-11-13 20:29:32,181 - mmseg - INFO - Saving checkpoint at 30000 iterations 2023-11-13 20:29:32,237 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:29:32,238 - mmseg - INFO - Iter [30000/40000] lr: 2.500e-04, eta: 0:17:11, time: 0.100, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8631, decode.acc_seg: 68.9763, loss: 0.8631 2023-11-13 20:29:45,907 - mmseg - INFO - per class results: 2023-11-13 20:29:45,912 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 63.12 | 81.91 | | building | 72.63 | 90.17 | | sky | 91.78 | 96.35 | | floor | 70.55 | 85.63 | | tree | 66.69 | 83.16 | | ceiling | 72.81 | 85.18 | | road | 71.57 | 85.57 | | bed | 68.83 | 84.73 | | windowpane | 48.05 | 69.81 | | grass | 58.48 | 73.48 | | cabinet | 41.64 | 58.04 | | sidewalk | 47.46 | 68.76 | | person | 69.99 | 86.57 | | earth | 30.03 | 40.94 | | door | 16.65 | 21.78 | | table | 32.25 | 46.6 | | mountain | 46.88 | 62.95 | | plant | 42.88 | 52.86 | | curtain | 55.79 | 69.72 | | chair | 38.01 | 55.69 | | car | 72.16 | 86.0 | | water | 47.15 | 59.12 | | painting | 52.05 | 69.77 | | sofa | 43.07 | 61.97 | | shelf | 25.07 | 38.45 | | house | 33.8 | 40.84 | | sea | 51.07 | 72.67 | | mirror | 33.74 | 42.0 | | rug | 45.42 | 53.78 | | field | 21.8 | 47.16 | | armchair | 19.3 | 31.64 | | seat | 32.96 | 43.86 | | fence | 28.46 | 40.36 | | desk | 19.03 | 27.32 | | rock | 32.55 | 46.48 | | wardrobe | 21.38 | 25.86 | | lamp | 37.55 | 45.9 | | bathtub | 47.56 | 59.69 | | railing | 19.99 | 25.24 | | cushion | 35.04 | 50.44 | | base | 6.72 | 9.1 | | box | 11.82 | 17.82 | | column | 25.23 | 31.72 | | signboard | 26.08 | 35.71 | | chest of drawers | 27.19 | 42.39 | | counter | 21.8 | 27.67 | | sand | 30.99 | 41.55 | | sink | 45.8 | 58.43 | | skyscraper | 40.45 | 51.04 | | fireplace | 36.3 | 50.26 | | refrigerator | 45.35 | 54.8 | | grandstand | 34.98 | 48.79 | | path | 16.79 | 22.9 | | stairs | 24.77 | 28.99 | | runway | 58.62 | 72.26 | | case | 31.53 | 49.91 | | pool table | 78.39 | 90.99 | | pillow | 39.9 | 52.27 | | screen door | 32.94 | 38.86 | | stairway | 19.71 | 28.13 | | river | 9.05 | 19.93 | | bridge | 29.23 | 39.1 | | bookcase | 24.04 | 30.85 | | blind | 13.35 | 13.98 | | coffee table | 40.05 | 61.61 | | toilet | 62.86 | 77.26 | | flower | 25.93 | 34.99 | | book | 34.52 | 51.04 | | hill | 5.36 | 7.62 | | bench | 22.95 | 28.68 | | countertop | 35.15 | 51.21 | | stove | 41.34 | 59.09 | | palm | 38.94 | 53.51 | | kitchen island | 20.86 | 38.79 | | computer | 41.44 | 55.82 | | swivel chair | 29.67 | 40.38 | | boat | 35.59 | 51.25 | | bar | 9.17 | 10.43 | | arcade machine | 12.95 | 20.16 | | hovel | 6.93 | 7.49 | | bus | 54.85 | 70.14 | | towel | 41.91 | 53.9 | | light | 32.96 | 39.22 | | truck | 4.46 | 6.57 | | tower | 28.02 | 37.3 | | chandelier | 52.73 | 71.47 | | awning | 14.64 | 17.39 | | streetlight | 10.81 | 13.66 | | booth | 10.36 | 12.29 | | television receiver | 42.53 | 55.92 | | airplane | 45.21 | 61.65 | | dirt track | 4.51 | 7.76 | | apparel | 22.08 | 30.88 | | pole | 9.45 | 11.76 | | land | 3.81 | 5.03 | | bannister | 2.63 | 3.16 | | escalator | 14.11 | 19.03 | | ottoman | 13.62 | 17.05 | | bottle | 12.17 | 14.85 | | buffet | 25.25 | 30.75 | | poster | 7.87 | 9.12 | | stage | 6.07 | 7.92 | | van | 15.74 | 19.56 | | ship | 3.73 | 5.72 | | fountain | 18.36 | 21.06 | | conveyer belt | 47.9 | 64.03 | | canopy | 3.69 | 4.28 | | washer | 42.01 | 49.02 | | plaything | 14.27 | 23.92 | | swimming pool | 24.76 | 36.87 | | stool | 9.25 | 11.19 | | barrel | 0.2 | 0.44 | | basket | 21.92 | 30.88 | | waterfall | 59.16 | 76.84 | | tent | 78.1 | 95.88 | | bag | 5.59 | 6.62 | | minibike | 41.13 | 54.15 | | cradle | 62.13 | 79.81 | | oven | 9.03 | 11.76 | | ball | 33.75 | 40.71 | | food | 50.27 | 58.03 | | step | 0.24 | 0.26 | | tank | 21.98 | 23.77 | | trade name | 11.24 | 12.28 | | microwave | 28.0 | 31.58 | | pot | 21.02 | 25.2 | | animal | 47.95 | 53.73 | | bicycle | 38.63 | 61.69 | | lake | 15.48 | 23.21 | | dishwasher | 25.96 | 34.54 | | screen | 64.92 | 71.05 | | blanket | 3.28 | 3.48 | | sculpture | 7.48 | 9.43 | | hood | 28.22 | 35.51 | | sconce | 15.82 | 18.58 | | vase | 17.45 | 25.75 | | traffic light | 22.54 | 28.34 | | tray | 3.23 | 4.48 | | ashcan | 19.41 | 23.38 | | fan | 39.75 | 56.01 | | pier | 24.57 | 41.83 | | crt screen | 9.51 | 15.04 | | plate | 30.23 | 41.06 | | monitor | 1.97 | 2.18 | | bulletin board | 18.61 | 22.29 | | shower | 0.77 | 1.63 | | radiator | 41.55 | 45.51 | | glass | 9.12 | 10.22 | | clock | 12.22 | 15.53 | | flag | 26.6 | 30.62 | +---------------------+-------+-------+ 2023-11-13 20:29:45,913 - mmseg - INFO - Summary: 2023-11-13 20:29:45,913 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 73.44 | 30.86 | 40.21 | +-------+-------+-------+ 2023-11-13 20:29:45,914 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:29:45,914 - mmseg - INFO - Iter(val) [250] aAcc: 0.7344, mIoU: 0.3086, mAcc: 0.4021, IoU.wall: 0.6312, IoU.building: 0.7263, IoU.sky: 0.9178, IoU.floor: 0.7055, IoU.tree: 0.6669, IoU.ceiling: 0.7281, IoU.road: 0.7157, IoU.bed : 0.6883, IoU.windowpane: 0.4805, IoU.grass: 0.5848, IoU.cabinet: 0.4164, IoU.sidewalk: 0.4746, IoU.person: 0.6999, IoU.earth: 0.3003, IoU.door: 0.1665, IoU.table: 0.3225, IoU.mountain: 0.4688, IoU.plant: 0.4288, IoU.curtain: 0.5579, IoU.chair: 0.3801, IoU.car: 0.7216, IoU.water: 0.4715, IoU.painting: 0.5205, IoU.sofa: 0.4307, IoU.shelf: 0.2507, IoU.house: 0.3380, IoU.sea: 0.5107, IoU.mirror: 0.3374, IoU.rug: 0.4542, IoU.field: 0.2180, IoU.armchair: 0.1930, IoU.seat: 0.3296, IoU.fence: 0.2846, IoU.desk: 0.1903, IoU.rock: 0.3255, IoU.wardrobe: 0.2138, IoU.lamp: 0.3755, IoU.bathtub: 0.4756, IoU.railing: 0.1999, IoU.cushion: 0.3504, IoU.base: 0.0672, IoU.box: 0.1182, IoU.column: 0.2523, IoU.signboard: 0.2608, IoU.chest of drawers: 0.2719, IoU.counter: 0.2180, IoU.sand: 0.3099, IoU.sink: 0.4580, IoU.skyscraper: 0.4045, IoU.fireplace: 0.3630, IoU.refrigerator: 0.4535, IoU.grandstand: 0.3498, IoU.path: 0.1679, IoU.stairs: 0.2477, IoU.runway: 0.5862, IoU.case: 0.3153, IoU.pool table: 0.7839, IoU.pillow: 0.3990, IoU.screen door: 0.3294, IoU.stairway: 0.1971, IoU.river: 0.0905, IoU.bridge: 0.2923, IoU.bookcase: 0.2404, IoU.blind: 0.1335, IoU.coffee table: 0.4005, IoU.toilet: 0.6286, IoU.flower: 0.2593, IoU.book: 0.3452, IoU.hill: 0.0536, IoU.bench: 0.2295, IoU.countertop: 0.3515, IoU.stove: 0.4134, IoU.palm: 0.3894, IoU.kitchen island: 0.2086, IoU.computer: 0.4144, IoU.swivel chair: 0.2967, IoU.boat: 0.3559, IoU.bar: 0.0917, IoU.arcade machine: 0.1295, IoU.hovel: 0.0693, IoU.bus: 0.5485, IoU.towel: 0.4191, IoU.light: 0.3296, IoU.truck: 0.0446, IoU.tower: 0.2802, IoU.chandelier: 0.5273, IoU.awning: 0.1464, IoU.streetlight: 0.1081, IoU.booth: 0.1036, IoU.television receiver: 0.4253, IoU.airplane: 0.4521, IoU.dirt track: 0.0451, IoU.apparel: 0.2208, IoU.pole: 0.0945, IoU.land: 0.0381, IoU.bannister: 0.0263, IoU.escalator: 0.1411, IoU.ottoman: 0.1362, IoU.bottle: 0.1217, IoU.buffet: 0.2525, IoU.poster: 0.0787, IoU.stage: 0.0607, IoU.van: 0.1574, IoU.ship: 0.0373, IoU.fountain: 0.1836, IoU.conveyer belt: 0.4790, IoU.canopy: 0.0369, IoU.washer: 0.4201, IoU.plaything: 0.1427, IoU.swimming pool: 0.2476, IoU.stool: 0.0925, IoU.barrel: 0.0020, IoU.basket: 0.2192, IoU.waterfall: 0.5916, IoU.tent: 0.7810, IoU.bag: 0.0559, IoU.minibike: 0.4113, IoU.cradle: 0.6213, IoU.oven: 0.0903, IoU.ball: 0.3375, IoU.food: 0.5027, IoU.step: 0.0024, IoU.tank: 0.2198, IoU.trade name: 0.1124, IoU.microwave: 0.2800, IoU.pot: 0.2102, IoU.animal: 0.4795, IoU.bicycle: 0.3863, IoU.lake: 0.1548, IoU.dishwasher: 0.2596, IoU.screen: 0.6492, IoU.blanket: 0.0328, IoU.sculpture: 0.0748, IoU.hood: 0.2822, IoU.sconce: 0.1582, IoU.vase: 0.1745, IoU.traffic light: 0.2254, IoU.tray: 0.0323, IoU.ashcan: 0.1941, IoU.fan: 0.3975, IoU.pier: 0.2457, IoU.crt screen: 0.0951, IoU.plate: 0.3023, IoU.monitor: 0.0197, IoU.bulletin board: 0.1861, IoU.shower: 0.0077, IoU.radiator: 0.4155, IoU.glass: 0.0912, IoU.clock: 0.1222, IoU.flag: 0.2660, Acc.wall: 0.8191, Acc.building: 0.9017, Acc.sky: 0.9635, Acc.floor: 0.8563, Acc.tree: 0.8316, Acc.ceiling: 0.8518, Acc.road: 0.8557, Acc.bed : 0.8473, Acc.windowpane: 0.6981, Acc.grass: 0.7348, Acc.cabinet: 0.5804, Acc.sidewalk: 0.6876, Acc.person: 0.8657, Acc.earth: 0.4094, Acc.door: 0.2178, Acc.table: 0.4660, Acc.mountain: 0.6295, Acc.plant: 0.5286, Acc.curtain: 0.6972, Acc.chair: 0.5569, Acc.car: 0.8600, Acc.water: 0.5912, Acc.painting: 0.6977, Acc.sofa: 0.6197, Acc.shelf: 0.3845, Acc.house: 0.4084, Acc.sea: 0.7267, Acc.mirror: 0.4200, Acc.rug: 0.5378, Acc.field: 0.4716, Acc.armchair: 0.3164, Acc.seat: 0.4386, Acc.fence: 0.4036, Acc.desk: 0.2732, Acc.rock: 0.4648, Acc.wardrobe: 0.2586, Acc.lamp: 0.4590, Acc.bathtub: 0.5969, Acc.railing: 0.2524, Acc.cushion: 0.5044, Acc.base: 0.0910, Acc.box: 0.1782, Acc.column: 0.3172, Acc.signboard: 0.3571, Acc.chest of drawers: 0.4239, Acc.counter: 0.2767, Acc.sand: 0.4155, Acc.sink: 0.5843, Acc.skyscraper: 0.5104, Acc.fireplace: 0.5026, Acc.refrigerator: 0.5480, Acc.grandstand: 0.4879, Acc.path: 0.2290, Acc.stairs: 0.2899, Acc.runway: 0.7226, Acc.case: 0.4991, Acc.pool table: 0.9099, Acc.pillow: 0.5227, Acc.screen door: 0.3886, Acc.stairway: 0.2813, Acc.river: 0.1993, Acc.bridge: 0.3910, Acc.bookcase: 0.3085, Acc.blind: 0.1398, Acc.coffee table: 0.6161, Acc.toilet: 0.7726, Acc.flower: 0.3499, Acc.book: 0.5104, Acc.hill: 0.0762, Acc.bench: 0.2868, Acc.countertop: 0.5121, Acc.stove: 0.5909, Acc.palm: 0.5351, Acc.kitchen island: 0.3879, Acc.computer: 0.5582, Acc.swivel chair: 0.4038, Acc.boat: 0.5125, Acc.bar: 0.1043, Acc.arcade machine: 0.2016, Acc.hovel: 0.0749, Acc.bus: 0.7014, Acc.towel: 0.5390, Acc.light: 0.3922, Acc.truck: 0.0657, Acc.tower: 0.3730, Acc.chandelier: 0.7147, Acc.awning: 0.1739, Acc.streetlight: 0.1366, Acc.booth: 0.1229, Acc.television receiver: 0.5592, Acc.airplane: 0.6165, Acc.dirt track: 0.0776, Acc.apparel: 0.3088, Acc.pole: 0.1176, Acc.land: 0.0503, Acc.bannister: 0.0316, Acc.escalator: 0.1903, Acc.ottoman: 0.1705, Acc.bottle: 0.1485, Acc.buffet: 0.3075, Acc.poster: 0.0912, Acc.stage: 0.0792, Acc.van: 0.1956, Acc.ship: 0.0572, Acc.fountain: 0.2106, Acc.conveyer belt: 0.6403, Acc.canopy: 0.0428, Acc.washer: 0.4902, Acc.plaything: 0.2392, Acc.swimming pool: 0.3687, Acc.stool: 0.1119, Acc.barrel: 0.0044, Acc.basket: 0.3088, Acc.waterfall: 0.7684, Acc.tent: 0.9588, Acc.bag: 0.0662, Acc.minibike: 0.5415, Acc.cradle: 0.7981, Acc.oven: 0.1176, Acc.ball: 0.4071, Acc.food: 0.5803, Acc.step: 0.0026, Acc.tank: 0.2377, Acc.trade name: 0.1228, Acc.microwave: 0.3158, Acc.pot: 0.2520, Acc.animal: 0.5373, Acc.bicycle: 0.6169, Acc.lake: 0.2321, Acc.dishwasher: 0.3454, Acc.screen: 0.7105, Acc.blanket: 0.0348, Acc.sculpture: 0.0943, Acc.hood: 0.3551, Acc.sconce: 0.1858, Acc.vase: 0.2575, Acc.traffic light: 0.2834, Acc.tray: 0.0448, Acc.ashcan: 0.2338, Acc.fan: 0.5601, Acc.pier: 0.4183, Acc.crt screen: 0.1504, Acc.plate: 0.4106, Acc.monitor: 0.0218, Acc.bulletin board: 0.2229, Acc.shower: 0.0163, Acc.radiator: 0.4551, Acc.glass: 0.1022, Acc.clock: 0.1553, Acc.flag: 0.3062 2023-11-13 20:29:50,860 - mmseg - INFO - Iter [30050/40000] lr: 2.488e-04, eta: 0:17:10, time: 0.372, data_time: 0.276, memory: 3269, decode.loss_ce: 0.8694, decode.acc_seg: 70.3212, loss: 0.8694 2023-11-13 20:29:55,800 - mmseg - INFO - Iter [30100/40000] lr: 2.475e-04, eta: 0:17:05, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8834, decode.acc_seg: 69.5360, loss: 0.8834 2023-11-13 20:30:00,740 - mmseg - INFO - Iter [30150/40000] lr: 2.463e-04, eta: 0:17:00, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8734, decode.acc_seg: 70.0756, loss: 0.8734 2023-11-13 20:30:05,679 - mmseg - INFO - Iter [30200/40000] lr: 2.450e-04, eta: 0:16:55, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8738, decode.acc_seg: 69.6421, loss: 0.8738 2023-11-13 20:30:10,614 - mmseg - INFO - Iter [30250/40000] lr: 2.438e-04, eta: 0:16:49, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8934, decode.acc_seg: 68.2760, loss: 0.8934 2023-11-13 20:30:15,560 - mmseg - INFO - Iter [30300/40000] lr: 2.425e-04, eta: 0:16:44, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8652, decode.acc_seg: 69.6888, loss: 0.8652 2023-11-13 20:30:22,709 - mmseg - INFO - Iter [30350/40000] lr: 2.413e-04, eta: 0:16:40, time: 0.143, data_time: 0.048, memory: 3269, decode.loss_ce: 0.8691, decode.acc_seg: 69.7004, loss: 0.8691 2023-11-13 20:30:27,639 - mmseg - INFO - Iter [30400/40000] lr: 2.400e-04, eta: 0:16:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8931, decode.acc_seg: 68.9302, loss: 0.8931 2023-11-13 20:30:32,570 - mmseg - INFO - Iter [30450/40000] lr: 2.388e-04, eta: 0:16:29, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8851, decode.acc_seg: 69.7725, loss: 0.8851 2023-11-13 20:30:37,524 - mmseg - INFO - Iter [30500/40000] lr: 2.375e-04, eta: 0:16:24, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8493, decode.acc_seg: 70.6402, loss: 0.8493 2023-11-13 20:30:42,453 - mmseg - INFO - Iter [30550/40000] lr: 2.363e-04, eta: 0:16:19, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8370, decode.acc_seg: 70.8577, loss: 0.8370 2023-11-13 20:30:47,388 - mmseg - INFO - Iter [30600/40000] lr: 2.350e-04, eta: 0:16:13, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8234, decode.acc_seg: 70.7317, loss: 0.8234 2023-11-13 20:30:52,323 - mmseg - INFO - Iter [30650/40000] lr: 2.338e-04, eta: 0:16:08, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8350, decode.acc_seg: 70.8569, loss: 0.8350 2023-11-13 20:30:57,248 - mmseg - INFO - Iter [30700/40000] lr: 2.325e-04, eta: 0:16:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8736, decode.acc_seg: 69.9873, loss: 0.8736 2023-11-13 20:31:02,183 - mmseg - INFO - Iter [30750/40000] lr: 2.313e-04, eta: 0:15:57, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8973, decode.acc_seg: 70.0350, loss: 0.8973 2023-11-13 20:31:07,121 - mmseg - INFO - Iter [30800/40000] lr: 2.300e-04, eta: 0:15:52, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8771, decode.acc_seg: 70.0263, loss: 0.8771 2023-11-13 20:31:12,050 - mmseg - INFO - Iter [30850/40000] lr: 2.288e-04, eta: 0:15:47, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8671, decode.acc_seg: 70.0692, loss: 0.8671 2023-11-13 20:31:16,975 - mmseg - INFO - Iter [30900/40000] lr: 2.275e-04, eta: 0:15:42, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8459, decode.acc_seg: 70.6012, loss: 0.8459 2023-11-13 20:31:21,908 - mmseg - INFO - Iter [30950/40000] lr: 2.263e-04, eta: 0:15:36, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8468, decode.acc_seg: 70.4669, loss: 0.8468 2023-11-13 20:31:26,842 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:31:26,842 - mmseg - INFO - Iter [31000/40000] lr: 2.250e-04, eta: 0:15:31, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8373, decode.acc_seg: 71.2179, loss: 0.8373 2023-11-13 20:31:31,777 - mmseg - INFO - Iter [31050/40000] lr: 2.238e-04, eta: 0:15:26, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8860, decode.acc_seg: 69.9126, loss: 0.8860 2023-11-13 20:31:36,714 - mmseg - INFO - Iter [31100/40000] lr: 2.225e-04, eta: 0:15:21, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8520, decode.acc_seg: 70.4505, loss: 0.8520 2023-11-13 20:31:41,650 - mmseg - INFO - Iter [31150/40000] lr: 2.213e-04, eta: 0:15:16, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8727, decode.acc_seg: 69.9522, loss: 0.8727 2023-11-13 20:31:46,587 - mmseg - INFO - Iter [31200/40000] lr: 2.200e-04, eta: 0:15:10, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8383, decode.acc_seg: 70.3721, loss: 0.8383 2023-11-13 20:31:51,521 - mmseg - INFO - Iter [31250/40000] lr: 2.188e-04, eta: 0:15:05, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8727, decode.acc_seg: 70.1242, loss: 0.8727 2023-11-13 20:31:56,450 - mmseg - INFO - Iter [31300/40000] lr: 2.175e-04, eta: 0:15:00, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8740, decode.acc_seg: 70.0150, loss: 0.8740 2023-11-13 20:32:01,378 - mmseg - INFO - Iter [31350/40000] lr: 2.163e-04, eta: 0:14:55, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8944, decode.acc_seg: 68.9497, loss: 0.8944 2023-11-13 20:32:06,308 - mmseg - INFO - Iter [31400/40000] lr: 2.150e-04, eta: 0:14:49, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9114, decode.acc_seg: 68.8605, loss: 0.9114 2023-11-13 20:32:11,236 - mmseg - INFO - Iter [31450/40000] lr: 2.138e-04, eta: 0:14:44, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8489, decode.acc_seg: 70.1418, loss: 0.8489 2023-11-13 20:32:16,162 - mmseg - INFO - Iter [31500/40000] lr: 2.125e-04, eta: 0:14:39, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8713, decode.acc_seg: 69.6642, loss: 0.8713 2023-11-13 20:32:21,095 - mmseg - INFO - Iter [31550/40000] lr: 2.113e-04, eta: 0:14:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8552, decode.acc_seg: 69.9816, loss: 0.8552 2023-11-13 20:32:28,195 - mmseg - INFO - Iter [31600/40000] lr: 2.100e-04, eta: 0:14:29, time: 0.142, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8237, decode.acc_seg: 70.9597, loss: 0.8237 2023-11-13 20:32:33,123 - mmseg - INFO - Iter [31650/40000] lr: 2.088e-04, eta: 0:14:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9045, decode.acc_seg: 69.1101, loss: 0.9045 2023-11-13 20:32:38,047 - mmseg - INFO - Iter [31700/40000] lr: 2.075e-04, eta: 0:14:18, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8618, decode.acc_seg: 70.6750, loss: 0.8618 2023-11-13 20:32:42,974 - mmseg - INFO - Iter [31750/40000] lr: 2.063e-04, eta: 0:14:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8740, decode.acc_seg: 70.6786, loss: 0.8740 2023-11-13 20:32:47,903 - mmseg - INFO - Iter [31800/40000] lr: 2.050e-04, eta: 0:14:08, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8544, decode.acc_seg: 70.4240, loss: 0.8544 2023-11-13 20:32:52,835 - mmseg - INFO - Iter [31850/40000] lr: 2.038e-04, eta: 0:14:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8489, decode.acc_seg: 70.2958, loss: 0.8489 2023-11-13 20:32:57,759 - mmseg - INFO - Iter [31900/40000] lr: 2.025e-04, eta: 0:13:57, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8502, decode.acc_seg: 70.2758, loss: 0.8502 2023-11-13 20:33:02,691 - mmseg - INFO - Iter [31950/40000] lr: 2.013e-04, eta: 0:13:52, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8647, decode.acc_seg: 70.7475, loss: 0.8647 2023-11-13 20:33:07,640 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:33:07,640 - mmseg - INFO - Iter [32000/40000] lr: 2.000e-04, eta: 0:13:47, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9015, decode.acc_seg: 68.9972, loss: 0.9015 2023-11-13 20:33:12,565 - mmseg - INFO - Iter [32050/40000] lr: 1.988e-04, eta: 0:13:42, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8988, decode.acc_seg: 69.1723, loss: 0.8988 2023-11-13 20:33:17,498 - mmseg - INFO - Iter [32100/40000] lr: 1.975e-04, eta: 0:13:37, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8565, decode.acc_seg: 70.7156, loss: 0.8565 2023-11-13 20:33:22,424 - mmseg - INFO - Iter [32150/40000] lr: 1.963e-04, eta: 0:13:31, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8486, decode.acc_seg: 69.7468, loss: 0.8486 2023-11-13 20:33:27,352 - mmseg - INFO - Iter [32200/40000] lr: 1.950e-04, eta: 0:13:26, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8378, decode.acc_seg: 70.7716, loss: 0.8378 2023-11-13 20:33:32,284 - mmseg - INFO - Iter [32250/40000] lr: 1.938e-04, eta: 0:13:21, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8684, decode.acc_seg: 70.2214, loss: 0.8684 2023-11-13 20:33:37,215 - mmseg - INFO - Iter [32300/40000] lr: 1.925e-04, eta: 0:13:16, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8511, decode.acc_seg: 70.4722, loss: 0.8511 2023-11-13 20:33:42,142 - mmseg - INFO - Iter [32350/40000] lr: 1.913e-04, eta: 0:13:10, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8515, decode.acc_seg: 70.1687, loss: 0.8515 2023-11-13 20:33:47,073 - mmseg - INFO - Iter [32400/40000] lr: 1.900e-04, eta: 0:13:05, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8823, decode.acc_seg: 69.5303, loss: 0.8823 2023-11-13 20:33:52,021 - mmseg - INFO - Iter [32450/40000] lr: 1.888e-04, eta: 0:13:00, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8832, decode.acc_seg: 69.1799, loss: 0.8832 2023-11-13 20:33:56,948 - mmseg - INFO - Iter [32500/40000] lr: 1.875e-04, eta: 0:12:55, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8473, decode.acc_seg: 70.1260, loss: 0.8473 2023-11-13 20:34:01,882 - mmseg - INFO - Iter [32550/40000] lr: 1.863e-04, eta: 0:12:50, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8480, decode.acc_seg: 70.5905, loss: 0.8480 2023-11-13 20:34:06,813 - mmseg - INFO - Iter [32600/40000] lr: 1.850e-04, eta: 0:12:44, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8674, decode.acc_seg: 69.9624, loss: 0.8674 2023-11-13 20:34:11,763 - mmseg - INFO - Iter [32650/40000] lr: 1.838e-04, eta: 0:12:39, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8902, decode.acc_seg: 69.8601, loss: 0.8902 2023-11-13 20:34:16,696 - mmseg - INFO - Iter [32700/40000] lr: 1.825e-04, eta: 0:12:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8799, decode.acc_seg: 70.4738, loss: 0.8799 2023-11-13 20:34:21,633 - mmseg - INFO - Iter [32750/40000] lr: 1.813e-04, eta: 0:12:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8485, decode.acc_seg: 70.8434, loss: 0.8485 2023-11-13 20:34:26,562 - mmseg - INFO - Iter [32800/40000] lr: 1.800e-04, eta: 0:12:23, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8586, decode.acc_seg: 70.7977, loss: 0.8586 2023-11-13 20:34:33,696 - mmseg - INFO - Iter [32850/40000] lr: 1.788e-04, eta: 0:12:19, time: 0.143, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8714, decode.acc_seg: 69.8860, loss: 0.8714 2023-11-13 20:34:38,630 - mmseg - INFO - Iter [32900/40000] lr: 1.775e-04, eta: 0:12:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8251, decode.acc_seg: 70.6794, loss: 0.8251 2023-11-13 20:34:43,567 - mmseg - INFO - Iter [32950/40000] lr: 1.763e-04, eta: 0:12:08, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8811, decode.acc_seg: 69.6512, loss: 0.8811 2023-11-13 20:34:48,490 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:34:48,490 - mmseg - INFO - Iter [33000/40000] lr: 1.750e-04, eta: 0:12:03, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8741, decode.acc_seg: 69.5881, loss: 0.8741 2023-11-13 20:34:53,425 - mmseg - INFO - Iter [33050/40000] lr: 1.738e-04, eta: 0:11:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8836, decode.acc_seg: 69.7618, loss: 0.8836 2023-11-13 20:34:58,354 - mmseg - INFO - Iter [33100/40000] lr: 1.725e-04, eta: 0:11:53, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8864, decode.acc_seg: 69.5514, loss: 0.8864 2023-11-13 20:35:03,279 - mmseg - INFO - Iter [33150/40000] lr: 1.713e-04, eta: 0:11:47, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8523, decode.acc_seg: 69.6608, loss: 0.8523 2023-11-13 20:35:08,226 - mmseg - INFO - Iter [33200/40000] lr: 1.700e-04, eta: 0:11:42, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8203, decode.acc_seg: 72.1984, loss: 0.8203 2023-11-13 20:35:13,159 - mmseg - INFO - Iter [33250/40000] lr: 1.688e-04, eta: 0:11:37, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8845, decode.acc_seg: 69.5036, loss: 0.8845 2023-11-13 20:35:18,102 - mmseg - INFO - Iter [33300/40000] lr: 1.675e-04, eta: 0:11:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8566, decode.acc_seg: 70.2495, loss: 0.8566 2023-11-13 20:35:23,037 - mmseg - INFO - Iter [33350/40000] lr: 1.663e-04, eta: 0:11:27, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8442, decode.acc_seg: 70.9244, loss: 0.8442 2023-11-13 20:35:27,965 - mmseg - INFO - Iter [33400/40000] lr: 1.650e-04, eta: 0:11:21, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8590, decode.acc_seg: 71.0100, loss: 0.8590 2023-11-13 20:35:32,896 - mmseg - INFO - Iter [33450/40000] lr: 1.638e-04, eta: 0:11:16, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8296, decode.acc_seg: 70.8368, loss: 0.8296 2023-11-13 20:35:37,831 - mmseg - INFO - Iter [33500/40000] lr: 1.625e-04, eta: 0:11:11, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8374, decode.acc_seg: 70.7931, loss: 0.8374 2023-11-13 20:35:42,759 - mmseg - INFO - Iter [33550/40000] lr: 1.613e-04, eta: 0:11:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8526, decode.acc_seg: 70.2798, loss: 0.8526 2023-11-13 20:35:47,692 - mmseg - INFO - Iter [33600/40000] lr: 1.600e-04, eta: 0:11:00, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8613, decode.acc_seg: 69.2363, loss: 0.8613 2023-11-13 20:35:52,617 - mmseg - INFO - Iter [33650/40000] lr: 1.588e-04, eta: 0:10:55, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9239, decode.acc_seg: 68.3912, loss: 0.9239 2023-11-13 20:35:57,541 - mmseg - INFO - Iter [33700/40000] lr: 1.575e-04, eta: 0:10:50, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8681, decode.acc_seg: 69.9714, loss: 0.8681 2023-11-13 20:36:02,474 - mmseg - INFO - Iter [33750/40000] lr: 1.563e-04, eta: 0:10:45, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8841, decode.acc_seg: 69.9470, loss: 0.8841 2023-11-13 20:36:07,408 - mmseg - INFO - Iter [33800/40000] lr: 1.550e-04, eta: 0:10:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8584, decode.acc_seg: 70.2602, loss: 0.8584 2023-11-13 20:36:12,343 - mmseg - INFO - Iter [33850/40000] lr: 1.538e-04, eta: 0:10:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8452, decode.acc_seg: 70.4754, loss: 0.8452 2023-11-13 20:36:17,268 - mmseg - INFO - Iter [33900/40000] lr: 1.525e-04, eta: 0:10:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8360, decode.acc_seg: 70.4057, loss: 0.8360 2023-11-13 20:36:22,210 - mmseg - INFO - Iter [33950/40000] lr: 1.513e-04, eta: 0:10:24, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8330, decode.acc_seg: 71.4963, loss: 0.8330 2023-11-13 20:36:27,145 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:36:27,145 - mmseg - INFO - Iter [34000/40000] lr: 1.500e-04, eta: 0:10:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8767, decode.acc_seg: 70.0354, loss: 0.8767 2023-11-13 20:36:32,074 - mmseg - INFO - Iter [34050/40000] lr: 1.488e-04, eta: 0:10:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8473, decode.acc_seg: 70.5261, loss: 0.8473 2023-11-13 20:36:37,011 - mmseg - INFO - Iter [34100/40000] lr: 1.475e-04, eta: 0:10:08, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8444, decode.acc_seg: 70.2899, loss: 0.8444 2023-11-13 20:36:44,245 - mmseg - INFO - Iter [34150/40000] lr: 1.463e-04, eta: 0:10:04, time: 0.145, data_time: 0.047, memory: 3269, decode.loss_ce: 0.8055, decode.acc_seg: 72.1278, loss: 0.8055 2023-11-13 20:36:49,174 - mmseg - INFO - Iter [34200/40000] lr: 1.450e-04, eta: 0:09:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8536, decode.acc_seg: 70.4851, loss: 0.8536 2023-11-13 20:36:54,110 - mmseg - INFO - Iter [34250/40000] lr: 1.438e-04, eta: 0:09:53, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8762, decode.acc_seg: 69.3357, loss: 0.8762 2023-11-13 20:36:59,037 - mmseg - INFO - Iter [34300/40000] lr: 1.425e-04, eta: 0:09:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8749, decode.acc_seg: 70.1793, loss: 0.8749 2023-11-13 20:37:03,969 - mmseg - INFO - Iter [34350/40000] lr: 1.413e-04, eta: 0:09:43, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8320, decode.acc_seg: 70.4487, loss: 0.8320 2023-11-13 20:37:08,896 - mmseg - INFO - Iter [34400/40000] lr: 1.400e-04, eta: 0:09:38, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8315, decode.acc_seg: 71.3059, loss: 0.8315 2023-11-13 20:37:13,835 - mmseg - INFO - Iter [34450/40000] lr: 1.388e-04, eta: 0:09:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8514, decode.acc_seg: 69.8747, loss: 0.8514 2023-11-13 20:37:18,760 - mmseg - INFO - Iter [34500/40000] lr: 1.375e-04, eta: 0:09:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8550, decode.acc_seg: 70.4381, loss: 0.8550 2023-11-13 20:37:23,684 - mmseg - INFO - Iter [34550/40000] lr: 1.363e-04, eta: 0:09:22, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8279, decode.acc_seg: 71.8325, loss: 0.8279 2023-11-13 20:37:28,612 - mmseg - INFO - Iter [34600/40000] lr: 1.350e-04, eta: 0:09:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8240, decode.acc_seg: 70.7015, loss: 0.8240 2023-11-13 20:37:33,539 - mmseg - INFO - Iter [34650/40000] lr: 1.338e-04, eta: 0:09:12, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8321, decode.acc_seg: 70.8745, loss: 0.8321 2023-11-13 20:37:38,477 - mmseg - INFO - Iter [34700/40000] lr: 1.325e-04, eta: 0:09:06, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8964, decode.acc_seg: 68.8578, loss: 0.8964 2023-11-13 20:37:43,414 - mmseg - INFO - Iter [34750/40000] lr: 1.313e-04, eta: 0:09:01, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8956, decode.acc_seg: 69.0731, loss: 0.8956 2023-11-13 20:37:48,343 - mmseg - INFO - Iter [34800/40000] lr: 1.300e-04, eta: 0:08:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8838, decode.acc_seg: 70.3298, loss: 0.8838 2023-11-13 20:37:53,280 - mmseg - INFO - Iter [34850/40000] lr: 1.288e-04, eta: 0:08:51, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8028, decode.acc_seg: 71.6134, loss: 0.8028 2023-11-13 20:37:58,211 - mmseg - INFO - Iter [34900/40000] lr: 1.275e-04, eta: 0:08:46, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8734, decode.acc_seg: 69.8546, loss: 0.8734 2023-11-13 20:38:03,144 - mmseg - INFO - Iter [34950/40000] lr: 1.263e-04, eta: 0:08:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8528, decode.acc_seg: 70.7524, loss: 0.8528 2023-11-13 20:38:08,075 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:38:08,076 - mmseg - INFO - Iter [35000/40000] lr: 1.250e-04, eta: 0:08:35, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8670, decode.acc_seg: 69.1859, loss: 0.8670 2023-11-13 20:38:13,009 - mmseg - INFO - Iter [35050/40000] lr: 1.238e-04, eta: 0:08:30, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.9100, decode.acc_seg: 68.6878, loss: 0.9100 2023-11-13 20:38:17,939 - mmseg - INFO - Iter [35100/40000] lr: 1.225e-04, eta: 0:08:25, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8570, decode.acc_seg: 70.2644, loss: 0.8570 2023-11-13 20:38:22,880 - mmseg - INFO - Iter [35150/40000] lr: 1.213e-04, eta: 0:08:20, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8259, decode.acc_seg: 70.9134, loss: 0.8259 2023-11-13 20:38:27,819 - mmseg - INFO - Iter [35200/40000] lr: 1.200e-04, eta: 0:08:15, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8859, decode.acc_seg: 69.2856, loss: 0.8859 2023-11-13 20:38:32,749 - mmseg - INFO - Iter [35250/40000] lr: 1.188e-04, eta: 0:08:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8751, decode.acc_seg: 69.7325, loss: 0.8751 2023-11-13 20:38:37,683 - mmseg - INFO - Iter [35300/40000] lr: 1.175e-04, eta: 0:08:04, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8342, decode.acc_seg: 70.5036, loss: 0.8342 2023-11-13 20:38:42,601 - mmseg - INFO - Iter [35350/40000] lr: 1.163e-04, eta: 0:07:59, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8411, decode.acc_seg: 70.7527, loss: 0.8411 2023-11-13 20:38:49,851 - mmseg - INFO - Iter [35400/40000] lr: 1.150e-04, eta: 0:07:54, time: 0.145, data_time: 0.048, memory: 3269, decode.loss_ce: 0.8342, decode.acc_seg: 71.5714, loss: 0.8342 2023-11-13 20:38:54,780 - mmseg - INFO - Iter [35450/40000] lr: 1.138e-04, eta: 0:07:49, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8661, decode.acc_seg: 70.0539, loss: 0.8661 2023-11-13 20:38:59,703 - mmseg - INFO - Iter [35500/40000] lr: 1.125e-04, eta: 0:07:44, time: 0.098, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8725, decode.acc_seg: 69.7750, loss: 0.8725 2023-11-13 20:39:04,647 - mmseg - INFO - Iter [35550/40000] lr: 1.113e-04, eta: 0:07:39, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8576, decode.acc_seg: 70.3487, loss: 0.8576 2023-11-13 20:39:09,572 - mmseg - INFO - Iter [35600/40000] lr: 1.100e-04, eta: 0:07:33, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8597, decode.acc_seg: 70.4931, loss: 0.8597 2023-11-13 20:39:14,510 - mmseg - INFO - Iter [35650/40000] lr: 1.088e-04, eta: 0:07:28, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8541, decode.acc_seg: 70.5546, loss: 0.8541 2023-11-13 20:39:19,439 - mmseg - INFO - Iter [35700/40000] lr: 1.075e-04, eta: 0:07:23, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8828, decode.acc_seg: 69.9395, loss: 0.8828 2023-11-13 20:39:24,363 - mmseg - INFO - Iter [35750/40000] lr: 1.063e-04, eta: 0:07:18, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8451, decode.acc_seg: 70.7719, loss: 0.8451 2023-11-13 20:39:29,291 - mmseg - INFO - Iter [35800/40000] lr: 1.050e-04, eta: 0:07:13, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8579, decode.acc_seg: 70.3999, loss: 0.8579 2023-11-13 20:39:34,223 - mmseg - INFO - Iter [35850/40000] lr: 1.038e-04, eta: 0:07:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8791, decode.acc_seg: 69.5985, loss: 0.8791 2023-11-13 20:39:39,152 - mmseg - INFO - Iter [35900/40000] lr: 1.025e-04, eta: 0:07:02, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8556, decode.acc_seg: 69.8922, loss: 0.8556 2023-11-13 20:39:44,082 - mmseg - INFO - Iter [35950/40000] lr: 1.013e-04, eta: 0:06:57, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8644, decode.acc_seg: 70.4209, loss: 0.8644 2023-11-13 20:39:49,016 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:39:49,016 - mmseg - INFO - Iter [36000/40000] lr: 1.000e-04, eta: 0:06:52, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8495, decode.acc_seg: 70.7437, loss: 0.8495 2023-11-13 20:39:53,947 - mmseg - INFO - Iter [36050/40000] lr: 9.877e-05, eta: 0:06:47, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8428, decode.acc_seg: 70.2741, loss: 0.8428 2023-11-13 20:39:58,886 - mmseg - INFO - Iter [36100/40000] lr: 9.752e-05, eta: 0:06:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8824, decode.acc_seg: 69.6771, loss: 0.8824 2023-11-13 20:40:03,826 - mmseg - INFO - Iter [36150/40000] lr: 9.627e-05, eta: 0:06:36, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8451, decode.acc_seg: 70.5565, loss: 0.8451 2023-11-13 20:40:08,762 - mmseg - INFO - Iter [36200/40000] lr: 9.503e-05, eta: 0:06:31, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8545, decode.acc_seg: 70.6058, loss: 0.8545 2023-11-13 20:40:13,703 - mmseg - INFO - Iter [36250/40000] lr: 9.378e-05, eta: 0:06:26, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8048, decode.acc_seg: 71.6079, loss: 0.8048 2023-11-13 20:40:18,630 - mmseg - INFO - Iter [36300/40000] lr: 9.252e-05, eta: 0:06:21, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8268, decode.acc_seg: 71.1923, loss: 0.8268 2023-11-13 20:40:23,559 - mmseg - INFO - Iter [36350/40000] lr: 9.127e-05, eta: 0:06:16, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8532, decode.acc_seg: 70.0252, loss: 0.8532 2023-11-13 20:40:28,491 - mmseg - INFO - Iter [36400/40000] lr: 9.003e-05, eta: 0:06:10, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8610, decode.acc_seg: 70.1823, loss: 0.8610 2023-11-13 20:40:33,420 - mmseg - INFO - Iter [36450/40000] lr: 8.878e-05, eta: 0:06:05, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8491, decode.acc_seg: 70.7642, loss: 0.8491 2023-11-13 20:40:38,347 - mmseg - INFO - Iter [36500/40000] lr: 8.752e-05, eta: 0:06:00, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8491, decode.acc_seg: 70.5094, loss: 0.8491 2023-11-13 20:40:43,278 - mmseg - INFO - Iter [36550/40000] lr: 8.627e-05, eta: 0:05:55, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8574, decode.acc_seg: 70.8332, loss: 0.8574 2023-11-13 20:40:48,205 - mmseg - INFO - Iter [36600/40000] lr: 8.503e-05, eta: 0:05:50, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8523, decode.acc_seg: 70.1936, loss: 0.8523 2023-11-13 20:40:55,333 - mmseg - INFO - Iter [36650/40000] lr: 8.378e-05, eta: 0:05:45, time: 0.143, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8448, decode.acc_seg: 70.2717, loss: 0.8448 2023-11-13 20:41:00,275 - mmseg - INFO - Iter [36700/40000] lr: 8.252e-05, eta: 0:05:40, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8715, decode.acc_seg: 69.9887, loss: 0.8715 2023-11-13 20:41:05,219 - mmseg - INFO - Iter [36750/40000] lr: 8.127e-05, eta: 0:05:34, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8841, decode.acc_seg: 69.3909, loss: 0.8841 2023-11-13 20:41:10,151 - mmseg - INFO - Iter [36800/40000] lr: 8.003e-05, eta: 0:05:29, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8428, decode.acc_seg: 70.6134, loss: 0.8428 2023-11-13 20:41:15,092 - mmseg - INFO - Iter [36850/40000] lr: 7.878e-05, eta: 0:05:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8710, decode.acc_seg: 70.2664, loss: 0.8710 2023-11-13 20:41:20,034 - mmseg - INFO - Iter [36900/40000] lr: 7.752e-05, eta: 0:05:19, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8611, decode.acc_seg: 70.8371, loss: 0.8611 2023-11-13 20:41:24,967 - mmseg - INFO - Iter [36950/40000] lr: 7.627e-05, eta: 0:05:14, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8489, decode.acc_seg: 71.2312, loss: 0.8489 2023-11-13 20:41:29,902 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:41:29,902 - mmseg - INFO - Iter [37000/40000] lr: 7.503e-05, eta: 0:05:09, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8426, decode.acc_seg: 71.5504, loss: 0.8426 2023-11-13 20:41:34,839 - mmseg - INFO - Iter [37050/40000] lr: 7.378e-05, eta: 0:05:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8228, decode.acc_seg: 70.7248, loss: 0.8228 2023-11-13 20:41:39,773 - mmseg - INFO - Iter [37100/40000] lr: 7.252e-05, eta: 0:04:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8595, decode.acc_seg: 70.6424, loss: 0.8595 2023-11-13 20:41:44,720 - mmseg - INFO - Iter [37150/40000] lr: 7.127e-05, eta: 0:04:53, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8539, decode.acc_seg: 70.2078, loss: 0.8539 2023-11-13 20:41:49,680 - mmseg - INFO - Iter [37200/40000] lr: 7.003e-05, eta: 0:04:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8391, decode.acc_seg: 70.5332, loss: 0.8391 2023-11-13 20:41:54,617 - mmseg - INFO - Iter [37250/40000] lr: 6.878e-05, eta: 0:04:43, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8932, decode.acc_seg: 68.9888, loss: 0.8932 2023-11-13 20:41:59,559 - mmseg - INFO - Iter [37300/40000] lr: 6.752e-05, eta: 0:04:38, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8203, decode.acc_seg: 71.0732, loss: 0.8203 2023-11-13 20:42:04,500 - mmseg - INFO - Iter [37350/40000] lr: 6.627e-05, eta: 0:04:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8490, decode.acc_seg: 70.4857, loss: 0.8490 2023-11-13 20:42:09,450 - mmseg - INFO - Iter [37400/40000] lr: 6.502e-05, eta: 0:04:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8364, decode.acc_seg: 71.3562, loss: 0.8364 2023-11-13 20:42:14,388 - mmseg - INFO - Iter [37450/40000] lr: 6.378e-05, eta: 0:04:22, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8541, decode.acc_seg: 70.3519, loss: 0.8541 2023-11-13 20:42:19,330 - mmseg - INFO - Iter [37500/40000] lr: 6.253e-05, eta: 0:04:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8710, decode.acc_seg: 69.2113, loss: 0.8710 2023-11-13 20:42:24,264 - mmseg - INFO - Iter [37550/40000] lr: 6.127e-05, eta: 0:04:12, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8322, decode.acc_seg: 70.7441, loss: 0.8322 2023-11-13 20:42:29,205 - mmseg - INFO - Iter [37600/40000] lr: 6.002e-05, eta: 0:04:07, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8674, decode.acc_seg: 69.0935, loss: 0.8674 2023-11-13 20:42:34,146 - mmseg - INFO - Iter [37650/40000] lr: 5.878e-05, eta: 0:04:01, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8795, decode.acc_seg: 69.1283, loss: 0.8795 2023-11-13 20:42:39,082 - mmseg - INFO - Iter [37700/40000] lr: 5.753e-05, eta: 0:03:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8814, decode.acc_seg: 69.4526, loss: 0.8814 2023-11-13 20:42:44,020 - mmseg - INFO - Iter [37750/40000] lr: 5.627e-05, eta: 0:03:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8569, decode.acc_seg: 70.2063, loss: 0.8569 2023-11-13 20:42:48,960 - mmseg - INFO - Iter [37800/40000] lr: 5.502e-05, eta: 0:03:46, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8914, decode.acc_seg: 69.4817, loss: 0.8914 2023-11-13 20:42:53,898 - mmseg - INFO - Iter [37850/40000] lr: 5.378e-05, eta: 0:03:41, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8792, decode.acc_seg: 69.6946, loss: 0.8792 2023-11-13 20:43:01,115 - mmseg - INFO - Iter [37900/40000] lr: 5.253e-05, eta: 0:03:36, time: 0.144, data_time: 0.046, memory: 3269, decode.loss_ce: 0.8590, decode.acc_seg: 70.5376, loss: 0.8590 2023-11-13 20:43:06,039 - mmseg - INFO - Iter [37950/40000] lr: 5.127e-05, eta: 0:03:31, time: 0.098, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8692, decode.acc_seg: 69.4574, loss: 0.8692 2023-11-13 20:43:10,972 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:43:10,972 - mmseg - INFO - Iter [38000/40000] lr: 5.002e-05, eta: 0:03:25, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8670, decode.acc_seg: 70.0835, loss: 0.8670 2023-11-13 20:43:15,904 - mmseg - INFO - Iter [38050/40000] lr: 4.878e-05, eta: 0:03:20, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8300, decode.acc_seg: 70.2509, loss: 0.8300 2023-11-13 20:43:20,834 - mmseg - INFO - Iter [38100/40000] lr: 4.753e-05, eta: 0:03:15, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8522, decode.acc_seg: 71.3498, loss: 0.8522 2023-11-13 20:43:25,785 - mmseg - INFO - Iter [38150/40000] lr: 4.627e-05, eta: 0:03:10, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8421, decode.acc_seg: 70.4973, loss: 0.8421 2023-11-13 20:43:30,715 - mmseg - INFO - Iter [38200/40000] lr: 4.502e-05, eta: 0:03:05, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8753, decode.acc_seg: 69.9677, loss: 0.8753 2023-11-13 20:43:35,657 - mmseg - INFO - Iter [38250/40000] lr: 4.378e-05, eta: 0:03:00, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8994, decode.acc_seg: 68.9327, loss: 0.8994 2023-11-13 20:43:40,586 - mmseg - INFO - Iter [38300/40000] lr: 4.253e-05, eta: 0:02:55, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8698, decode.acc_seg: 70.4122, loss: 0.8698 2023-11-13 20:43:45,518 - mmseg - INFO - Iter [38350/40000] lr: 4.127e-05, eta: 0:02:49, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8411, decode.acc_seg: 70.8654, loss: 0.8411 2023-11-13 20:43:50,458 - mmseg - INFO - Iter [38400/40000] lr: 4.002e-05, eta: 0:02:44, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8463, decode.acc_seg: 71.0187, loss: 0.8463 2023-11-13 20:43:55,395 - mmseg - INFO - Iter [38450/40000] lr: 3.878e-05, eta: 0:02:39, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8384, decode.acc_seg: 70.2126, loss: 0.8384 2023-11-13 20:44:00,330 - mmseg - INFO - Iter [38500/40000] lr: 3.753e-05, eta: 0:02:34, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8072, decode.acc_seg: 72.1023, loss: 0.8072 2023-11-13 20:44:05,270 - mmseg - INFO - Iter [38550/40000] lr: 3.627e-05, eta: 0:02:29, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8711, decode.acc_seg: 69.8619, loss: 0.8711 2023-11-13 20:44:10,199 - mmseg - INFO - Iter [38600/40000] lr: 3.502e-05, eta: 0:02:24, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8432, decode.acc_seg: 70.3463, loss: 0.8432 2023-11-13 20:44:15,133 - mmseg - INFO - Iter [38650/40000] lr: 3.378e-05, eta: 0:02:18, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8208, decode.acc_seg: 70.4744, loss: 0.8208 2023-11-13 20:44:20,062 - mmseg - INFO - Iter [38700/40000] lr: 3.253e-05, eta: 0:02:13, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.9150, decode.acc_seg: 68.0322, loss: 0.9150 2023-11-13 20:44:24,998 - mmseg - INFO - Iter [38750/40000] lr: 3.128e-05, eta: 0:02:08, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8489, decode.acc_seg: 70.6833, loss: 0.8489 2023-11-13 20:44:29,926 - mmseg - INFO - Iter [38800/40000] lr: 3.002e-05, eta: 0:02:03, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8673, decode.acc_seg: 70.9093, loss: 0.8673 2023-11-13 20:44:34,858 - mmseg - INFO - Iter [38850/40000] lr: 2.877e-05, eta: 0:01:58, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8272, decode.acc_seg: 70.7981, loss: 0.8272 2023-11-13 20:44:39,789 - mmseg - INFO - Iter [38900/40000] lr: 2.753e-05, eta: 0:01:53, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8326, decode.acc_seg: 71.1174, loss: 0.8326 2023-11-13 20:44:44,721 - mmseg - INFO - Iter [38950/40000] lr: 2.628e-05, eta: 0:01:48, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8647, decode.acc_seg: 70.2911, loss: 0.8647 2023-11-13 20:44:49,649 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:44:49,649 - mmseg - INFO - Iter [39000/40000] lr: 2.502e-05, eta: 0:01:42, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8486, decode.acc_seg: 70.4097, loss: 0.8486 2023-11-13 20:44:54,580 - mmseg - INFO - Iter [39050/40000] lr: 2.377e-05, eta: 0:01:37, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8412, decode.acc_seg: 70.7968, loss: 0.8412 2023-11-13 20:44:59,520 - mmseg - INFO - Iter [39100/40000] lr: 2.253e-05, eta: 0:01:32, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8427, decode.acc_seg: 70.6838, loss: 0.8427 2023-11-13 20:45:04,450 - mmseg - INFO - Iter [39150/40000] lr: 2.128e-05, eta: 0:01:27, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8154, decode.acc_seg: 71.6022, loss: 0.8154 2023-11-13 20:45:11,598 - mmseg - INFO - Iter [39200/40000] lr: 2.002e-05, eta: 0:01:22, time: 0.143, data_time: 0.048, memory: 3269, decode.loss_ce: 0.8671, decode.acc_seg: 70.8292, loss: 0.8671 2023-11-13 20:45:16,526 - mmseg - INFO - Iter [39250/40000] lr: 1.877e-05, eta: 0:01:17, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8928, decode.acc_seg: 69.3249, loss: 0.8928 2023-11-13 20:45:21,456 - mmseg - INFO - Iter [39300/40000] lr: 1.753e-05, eta: 0:01:12, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8701, decode.acc_seg: 69.6465, loss: 0.8701 2023-11-13 20:45:26,391 - mmseg - INFO - Iter [39350/40000] lr: 1.628e-05, eta: 0:01:06, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8776, decode.acc_seg: 70.0892, loss: 0.8776 2023-11-13 20:45:31,328 - mmseg - INFO - Iter [39400/40000] lr: 1.502e-05, eta: 0:01:01, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8517, decode.acc_seg: 70.1648, loss: 0.8517 2023-11-13 20:45:36,262 - mmseg - INFO - Iter [39450/40000] lr: 1.377e-05, eta: 0:00:56, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8404, decode.acc_seg: 70.9309, loss: 0.8404 2023-11-13 20:45:41,195 - mmseg - INFO - Iter [39500/40000] lr: 1.253e-05, eta: 0:00:51, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8665, decode.acc_seg: 70.3694, loss: 0.8665 2023-11-13 20:45:46,126 - mmseg - INFO - Iter [39550/40000] lr: 1.128e-05, eta: 0:00:46, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8408, decode.acc_seg: 70.2172, loss: 0.8408 2023-11-13 20:45:51,064 - mmseg - INFO - Iter [39600/40000] lr: 1.002e-05, eta: 0:00:41, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.7968, decode.acc_seg: 71.9282, loss: 0.7968 2023-11-13 20:45:56,000 - mmseg - INFO - Iter [39650/40000] lr: 8.775e-06, eta: 0:00:36, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8607, decode.acc_seg: 70.5361, loss: 0.8607 2023-11-13 20:46:00,938 - mmseg - INFO - Iter [39700/40000] lr: 7.525e-06, eta: 0:00:30, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8627, decode.acc_seg: 70.1924, loss: 0.8627 2023-11-13 20:46:05,873 - mmseg - INFO - Iter [39750/40000] lr: 6.275e-06, eta: 0:00:25, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8408, decode.acc_seg: 70.0275, loss: 0.8408 2023-11-13 20:46:10,798 - mmseg - INFO - Iter [39800/40000] lr: 5.025e-06, eta: 0:00:20, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8302, decode.acc_seg: 71.7901, loss: 0.8302 2023-11-13 20:46:15,752 - mmseg - INFO - Iter [39850/40000] lr: 3.775e-06, eta: 0:00:15, time: 0.099, data_time: 0.004, memory: 3269, decode.loss_ce: 0.8434, decode.acc_seg: 71.3054, loss: 0.8434 2023-11-13 20:46:20,688 - mmseg - INFO - Iter [39900/40000] lr: 2.525e-06, eta: 0:00:10, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8322, decode.acc_seg: 70.7596, loss: 0.8322 2023-11-13 20:46:25,629 - mmseg - INFO - Iter [39950/40000] lr: 1.275e-06, eta: 0:00:05, time: 0.099, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8425, decode.acc_seg: 71.4144, loss: 0.8425 2023-11-13 20:46:30,524 - mmseg - INFO - Saving checkpoint at 40000 iterations 2023-11-13 20:46:30,589 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:46:30,590 - mmseg - INFO - Iter [40000/40000] lr: 2.500e-08, eta: 0:00:00, time: 0.100, data_time: 0.003, memory: 3269, decode.loss_ce: 0.8746, decode.acc_seg: 69.7823, loss: 0.8746 2023-11-13 20:46:44,080 - mmseg - INFO - per class results: 2023-11-13 20:46:44,085 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 63.24 | 82.0 | | building | 72.31 | 90.29 | | sky | 91.92 | 95.6 | | floor | 70.67 | 85.65 | | tree | 66.66 | 84.49 | | ceiling | 72.89 | 85.7 | | road | 72.0 | 84.75 | | bed | 68.25 | 85.46 | | windowpane | 47.95 | 69.33 | | grass | 59.09 | 74.06 | | cabinet | 41.41 | 56.0 | | sidewalk | 48.8 | 71.14 | | person | 69.75 | 87.12 | | earth | 31.2 | 42.57 | | door | 17.31 | 23.09 | | table | 33.04 | 49.95 | | mountain | 46.76 | 59.6 | | plant | 41.69 | 50.98 | | curtain | 55.93 | 70.5 | | chair | 38.23 | 58.05 | | car | 72.12 | 86.4 | | water | 50.96 | 65.07 | | painting | 51.05 | 68.8 | | sofa | 43.54 | 62.49 | | shelf | 25.33 | 37.16 | | house | 32.34 | 38.61 | | sea | 50.43 | 72.35 | | mirror | 32.8 | 39.49 | | rug | 44.78 | 53.1 | | field | 21.78 | 43.74 | | armchair | 19.62 | 30.4 | | seat | 33.37 | 43.57 | | fence | 27.9 | 40.03 | | desk | 19.04 | 26.63 | | rock | 33.68 | 49.45 | | wardrobe | 23.74 | 30.65 | | lamp | 37.49 | 48.95 | | bathtub | 48.16 | 58.69 | | railing | 20.34 | 25.63 | | cushion | 35.0 | 49.38 | | base | 8.2 | 11.66 | | box | 11.7 | 17.18 | | column | 25.99 | 32.15 | | signboard | 26.53 | 35.41 | | chest of drawers | 27.94 | 42.3 | | counter | 21.97 | 28.59 | | sand | 31.07 | 39.28 | | sink | 46.1 | 59.14 | | skyscraper | 41.48 | 54.59 | | fireplace | 36.54 | 47.76 | | refrigerator | 44.03 | 55.52 | | grandstand | 34.71 | 50.34 | | path | 16.5 | 21.86 | | stairs | 25.53 | 29.33 | | runway | 56.04 | 65.51 | | case | 33.24 | 48.86 | | pool table | 79.19 | 90.71 | | pillow | 38.78 | 49.24 | | screen door | 32.33 | 37.77 | | stairway | 21.3 | 29.51 | | river | 9.0 | 13.94 | | bridge | 29.7 | 38.16 | | bookcase | 25.51 | 34.89 | | blind | 19.34 | 21.59 | | coffee table | 40.06 | 59.31 | | toilet | 63.45 | 76.96 | | flower | 27.07 | 38.7 | | book | 34.78 | 52.07 | | hill | 5.32 | 7.33 | | bench | 23.81 | 31.9 | | countertop | 35.65 | 49.88 | | stove | 41.8 | 55.88 | | palm | 40.24 | 53.83 | | kitchen island | 22.12 | 44.64 | | computer | 41.63 | 54.82 | | swivel chair | 29.71 | 42.35 | | boat | 38.31 | 56.19 | | bar | 6.99 | 7.74 | | arcade machine | 12.17 | 17.56 | | hovel | 8.92 | 10.19 | | bus | 54.83 | 66.92 | | towel | 41.62 | 51.16 | | light | 32.45 | 37.84 | | truck | 4.56 | 7.05 | | tower | 27.45 | 35.23 | | chandelier | 52.1 | 67.77 | | awning | 15.82 | 19.54 | | streetlight | 9.95 | 12.36 | | booth | 10.15 | 12.69 | | television receiver | 41.66 | 58.38 | | airplane | 46.56 | 59.39 | | dirt track | 4.65 | 7.49 | | apparel | 22.94 | 34.69 | | pole | 9.81 | 13.16 | | land | 4.76 | 7.39 | | bannister | 2.49 | 3.04 | | escalator | 14.19 | 19.16 | | ottoman | 12.04 | 14.84 | | bottle | 12.43 | 15.21 | | buffet | 24.69 | 29.43 | | poster | 9.18 | 10.97 | | stage | 6.25 | 8.13 | | van | 15.81 | 19.22 | | ship | 3.68 | 5.34 | | fountain | 18.59 | 21.68 | | conveyer belt | 46.77 | 62.98 | | canopy | 5.81 | 6.89 | | washer | 41.28 | 47.31 | | plaything | 15.3 | 30.45 | | swimming pool | 24.35 | 36.05 | | stool | 9.99 | 12.63 | | barrel | 1.28 | 4.01 | | basket | 19.65 | 24.15 | | waterfall | 59.37 | 79.7 | | tent | 76.34 | 94.83 | | bag | 5.9 | 6.99 | | minibike | 41.9 | 55.3 | | cradle | 62.68 | 78.19 | | oven | 7.6 | 9.55 | | ball | 30.92 | 35.9 | | food | 50.45 | 60.49 | | step | 0.16 | 0.17 | | tank | 21.75 | 23.34 | | trade name | 14.27 | 15.91 | | microwave | 28.64 | 32.89 | | pot | 18.86 | 21.46 | | animal | 44.49 | 49.74 | | bicycle | 38.92 | 64.21 | | lake | 14.43 | 19.21 | | dishwasher | 29.7 | 42.01 | | screen | 64.83 | 72.75 | | blanket | 3.2 | 3.4 | | sculpture | 7.25 | 9.63 | | hood | 27.25 | 32.99 | | sconce | 18.91 | 23.9 | | vase | 17.34 | 26.53 | | traffic light | 23.25 | 31.94 | | tray | 2.98 | 4.24 | | ashcan | 20.19 | 26.34 | | fan | 39.31 | 51.69 | | pier | 22.96 | 38.08 | | crt screen | 6.61 | 10.85 | | plate | 33.39 | 46.67 | | monitor | 4.35 | 5.21 | | bulletin board | 16.52 | 20.12 | | shower | 1.11 | 2.38 | | radiator | 40.98 | 43.66 | | glass | 8.82 | 9.68 | | clock | 11.0 | 13.58 | | flag | 27.87 | 32.03 | +---------------------+-------+-------+ 2023-11-13 20:46:44,086 - mmseg - INFO - Summary: 2023-11-13 20:46:44,086 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 73.56 | 31.03 | 40.33 | +-------+-------+-------+ 2023-11-13 20:46:44,086 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2023-11-13 20:46:44,087 - mmseg - INFO - Iter(val) [250] aAcc: 0.7356, mIoU: 0.3103, mAcc: 0.4033, IoU.wall: 0.6324, IoU.building: 0.7231, IoU.sky: 0.9192, IoU.floor: 0.7067, IoU.tree: 0.6666, IoU.ceiling: 0.7289, IoU.road: 0.7200, IoU.bed : 0.6825, IoU.windowpane: 0.4795, IoU.grass: 0.5909, IoU.cabinet: 0.4141, IoU.sidewalk: 0.4880, IoU.person: 0.6975, IoU.earth: 0.3120, IoU.door: 0.1731, IoU.table: 0.3304, IoU.mountain: 0.4676, IoU.plant: 0.4169, IoU.curtain: 0.5593, IoU.chair: 0.3823, IoU.car: 0.7212, IoU.water: 0.5096, IoU.painting: 0.5105, IoU.sofa: 0.4354, IoU.shelf: 0.2533, IoU.house: 0.3234, IoU.sea: 0.5043, IoU.mirror: 0.3280, IoU.rug: 0.4478, IoU.field: 0.2178, IoU.armchair: 0.1962, IoU.seat: 0.3337, IoU.fence: 0.2790, IoU.desk: 0.1904, IoU.rock: 0.3368, IoU.wardrobe: 0.2374, IoU.lamp: 0.3749, IoU.bathtub: 0.4816, IoU.railing: 0.2034, IoU.cushion: 0.3500, IoU.base: 0.0820, IoU.box: 0.1170, IoU.column: 0.2599, IoU.signboard: 0.2653, IoU.chest of drawers: 0.2794, IoU.counter: 0.2197, IoU.sand: 0.3107, IoU.sink: 0.4610, IoU.skyscraper: 0.4148, IoU.fireplace: 0.3654, IoU.refrigerator: 0.4403, IoU.grandstand: 0.3471, IoU.path: 0.1650, IoU.stairs: 0.2553, IoU.runway: 0.5604, IoU.case: 0.3324, IoU.pool table: 0.7919, IoU.pillow: 0.3878, IoU.screen door: 0.3233, IoU.stairway: 0.2130, IoU.river: 0.0900, IoU.bridge: 0.2970, IoU.bookcase: 0.2551, IoU.blind: 0.1934, IoU.coffee table: 0.4006, IoU.toilet: 0.6345, IoU.flower: 0.2707, IoU.book: 0.3478, IoU.hill: 0.0532, IoU.bench: 0.2381, IoU.countertop: 0.3565, IoU.stove: 0.4180, IoU.palm: 0.4024, IoU.kitchen island: 0.2212, IoU.computer: 0.4163, IoU.swivel chair: 0.2971, IoU.boat: 0.3831, IoU.bar: 0.0699, IoU.arcade machine: 0.1217, IoU.hovel: 0.0892, IoU.bus: 0.5483, IoU.towel: 0.4162, IoU.light: 0.3245, IoU.truck: 0.0456, IoU.tower: 0.2745, IoU.chandelier: 0.5210, IoU.awning: 0.1582, IoU.streetlight: 0.0995, IoU.booth: 0.1015, IoU.television receiver: 0.4166, IoU.airplane: 0.4656, IoU.dirt track: 0.0465, IoU.apparel: 0.2294, IoU.pole: 0.0981, IoU.land: 0.0476, IoU.bannister: 0.0249, IoU.escalator: 0.1419, IoU.ottoman: 0.1204, IoU.bottle: 0.1243, IoU.buffet: 0.2469, IoU.poster: 0.0918, IoU.stage: 0.0625, IoU.van: 0.1581, IoU.ship: 0.0368, IoU.fountain: 0.1859, IoU.conveyer belt: 0.4677, IoU.canopy: 0.0581, IoU.washer: 0.4128, IoU.plaything: 0.1530, IoU.swimming pool: 0.2435, IoU.stool: 0.0999, IoU.barrel: 0.0128, IoU.basket: 0.1965, IoU.waterfall: 0.5937, IoU.tent: 0.7634, IoU.bag: 0.0590, IoU.minibike: 0.4190, IoU.cradle: 0.6268, IoU.oven: 0.0760, IoU.ball: 0.3092, IoU.food: 0.5045, IoU.step: 0.0016, IoU.tank: 0.2175, IoU.trade name: 0.1427, IoU.microwave: 0.2864, IoU.pot: 0.1886, IoU.animal: 0.4449, IoU.bicycle: 0.3892, IoU.lake: 0.1443, IoU.dishwasher: 0.2970, IoU.screen: 0.6483, IoU.blanket: 0.0320, IoU.sculpture: 0.0725, IoU.hood: 0.2725, IoU.sconce: 0.1891, IoU.vase: 0.1734, IoU.traffic light: 0.2325, IoU.tray: 0.0298, IoU.ashcan: 0.2019, IoU.fan: 0.3931, IoU.pier: 0.2296, IoU.crt screen: 0.0661, IoU.plate: 0.3339, IoU.monitor: 0.0435, IoU.bulletin board: 0.1652, IoU.shower: 0.0111, IoU.radiator: 0.4098, IoU.glass: 0.0882, IoU.clock: 0.1100, IoU.flag: 0.2787, Acc.wall: 0.8200, Acc.building: 0.9029, Acc.sky: 0.9560, Acc.floor: 0.8565, Acc.tree: 0.8449, Acc.ceiling: 0.8570, Acc.road: 0.8475, Acc.bed : 0.8546, Acc.windowpane: 0.6933, Acc.grass: 0.7406, Acc.cabinet: 0.5600, Acc.sidewalk: 0.7114, Acc.person: 0.8712, Acc.earth: 0.4257, Acc.door: 0.2309, Acc.table: 0.4995, Acc.mountain: 0.5960, Acc.plant: 0.5098, Acc.curtain: 0.7050, Acc.chair: 0.5805, Acc.car: 0.8640, Acc.water: 0.6507, Acc.painting: 0.6880, Acc.sofa: 0.6249, Acc.shelf: 0.3716, Acc.house: 0.3861, Acc.sea: 0.7235, Acc.mirror: 0.3949, Acc.rug: 0.5310, Acc.field: 0.4374, Acc.armchair: 0.3040, Acc.seat: 0.4357, Acc.fence: 0.4003, Acc.desk: 0.2663, Acc.rock: 0.4945, Acc.wardrobe: 0.3065, Acc.lamp: 0.4895, Acc.bathtub: 0.5869, Acc.railing: 0.2563, Acc.cushion: 0.4938, Acc.base: 0.1166, Acc.box: 0.1718, Acc.column: 0.3215, Acc.signboard: 0.3541, Acc.chest of drawers: 0.4230, Acc.counter: 0.2859, Acc.sand: 0.3928, Acc.sink: 0.5914, Acc.skyscraper: 0.5459, Acc.fireplace: 0.4776, Acc.refrigerator: 0.5552, Acc.grandstand: 0.5034, Acc.path: 0.2186, Acc.stairs: 0.2933, Acc.runway: 0.6551, Acc.case: 0.4886, Acc.pool table: 0.9071, Acc.pillow: 0.4924, Acc.screen door: 0.3777, Acc.stairway: 0.2951, Acc.river: 0.1394, Acc.bridge: 0.3816, Acc.bookcase: 0.3489, Acc.blind: 0.2159, Acc.coffee table: 0.5931, Acc.toilet: 0.7696, Acc.flower: 0.3870, Acc.book: 0.5207, Acc.hill: 0.0733, Acc.bench: 0.3190, Acc.countertop: 0.4988, Acc.stove: 0.5588, Acc.palm: 0.5383, Acc.kitchen island: 0.4464, Acc.computer: 0.5482, Acc.swivel chair: 0.4235, Acc.boat: 0.5619, Acc.bar: 0.0774, Acc.arcade machine: 0.1756, Acc.hovel: 0.1019, Acc.bus: 0.6692, Acc.towel: 0.5116, Acc.light: 0.3784, Acc.truck: 0.0705, Acc.tower: 0.3523, Acc.chandelier: 0.6777, Acc.awning: 0.1954, Acc.streetlight: 0.1236, Acc.booth: 0.1269, Acc.television receiver: 0.5838, Acc.airplane: 0.5939, Acc.dirt track: 0.0749, Acc.apparel: 0.3469, Acc.pole: 0.1316, Acc.land: 0.0739, Acc.bannister: 0.0304, Acc.escalator: 0.1916, Acc.ottoman: 0.1484, Acc.bottle: 0.1521, Acc.buffet: 0.2943, Acc.poster: 0.1097, Acc.stage: 0.0813, Acc.van: 0.1922, Acc.ship: 0.0534, Acc.fountain: 0.2168, Acc.conveyer belt: 0.6298, Acc.canopy: 0.0689, Acc.washer: 0.4731, Acc.plaything: 0.3045, Acc.swimming pool: 0.3605, Acc.stool: 0.1263, Acc.barrel: 0.0401, Acc.basket: 0.2415, Acc.waterfall: 0.7970, Acc.tent: 0.9483, Acc.bag: 0.0699, Acc.minibike: 0.5530, Acc.cradle: 0.7819, Acc.oven: 0.0955, Acc.ball: 0.3590, Acc.food: 0.6049, Acc.step: 0.0017, Acc.tank: 0.2334, Acc.trade name: 0.1591, Acc.microwave: 0.3289, Acc.pot: 0.2146, Acc.animal: 0.4974, Acc.bicycle: 0.6421, Acc.lake: 0.1921, Acc.dishwasher: 0.4201, Acc.screen: 0.7275, Acc.blanket: 0.0340, Acc.sculpture: 0.0963, Acc.hood: 0.3299, Acc.sconce: 0.2390, Acc.vase: 0.2653, Acc.traffic light: 0.3194, Acc.tray: 0.0424, Acc.ashcan: 0.2634, Acc.fan: 0.5169, Acc.pier: 0.3808, Acc.crt screen: 0.1085, Acc.plate: 0.4667, Acc.monitor: 0.0521, Acc.bulletin board: 0.2012, Acc.shower: 0.0238, Acc.radiator: 0.4366, Acc.glass: 0.0968, Acc.clock: 0.1358, Acc.flag: 0.3203