2024-01-03 22:02:31,670 - mmseg - INFO - Multi-processing start method is `None` 2024-01-03 22:02:31,680 - mmseg - INFO - OpenCV num_threads is `112 2024-01-03 22:02:31,680 - mmseg - INFO - OMP num threads is 1 2024-01-03 22:02:31,754 - 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+fb51178 ------------------------------------------------------------ 2024-01-03 22:02:31,754 - mmseg - INFO - Distributed training: True 2024-01-03 22:02:31,754 - 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/ade20k/voc10k_distilled/vit_base_patch16_384.augreg_in21k_ft_in1k'} 2024-01-03 22:02:34,899 - mmseg - INFO - Set random seed to 1410147862, deterministic: False 2024-01-03 22:02:40,264 - mmseg - INFO - _IncompatibleKeys(missing_keys=['vit.model.cls_token', 'vit.model.pos_embed', 'vit.model.patch_embed.proj.weight', 'vit.model.patch_embed.proj.bias', 'vit.model.blocks.0.norm1.weight', 'vit.model.blocks.0.norm1.bias', 'vit.model.blocks.0.attn.qkv.weight', 'vit.model.blocks.0.attn.qkv.bias', 'vit.model.blocks.0.attn.proj.weight', 'vit.model.blocks.0.attn.proj.bias', 'vit.model.blocks.0.norm2.weight', 'vit.model.blocks.0.norm2.bias', 'vit.model.blocks.0.mlp.fc1.weight', 'vit.model.blocks.0.mlp.fc1.bias', 'vit.model.blocks.0.mlp.fc2.weight', 'vit.model.blocks.0.mlp.fc2.bias', 'vit.model.blocks.1.norm1.weight', 'vit.model.blocks.1.norm1.bias', 'vit.model.blocks.1.attn.qkv.weight', 'vit.model.blocks.1.attn.qkv.bias', 'vit.model.blocks.1.attn.proj.weight', 'vit.model.blocks.1.attn.proj.bias', 'vit.model.blocks.1.norm2.weight', 'vit.model.blocks.1.norm2.bias', 'vit.model.blocks.1.mlp.fc1.weight', 'vit.model.blocks.1.mlp.fc1.bias', 'vit.model.blocks.1.mlp.fc2.weight', 'vit.model.blocks.1.mlp.fc2.bias', 'vit.model.blocks.2.norm1.weight', 'vit.model.blocks.2.norm1.bias', 'vit.model.blocks.2.attn.qkv.weight', 'vit.model.blocks.2.attn.qkv.bias', 'vit.model.blocks.2.attn.proj.weight', 'vit.model.blocks.2.attn.proj.bias', 'vit.model.blocks.2.norm2.weight', 'vit.model.blocks.2.norm2.bias', 'vit.model.blocks.2.mlp.fc1.weight', 'vit.model.blocks.2.mlp.fc1.bias', 'vit.model.blocks.2.mlp.fc2.weight', 'vit.model.blocks.2.mlp.fc2.bias', 'vit.model.blocks.3.norm1.weight', 'vit.model.blocks.3.norm1.bias', 'vit.model.blocks.3.attn.qkv.weight', 'vit.model.blocks.3.attn.qkv.bias', 'vit.model.blocks.3.attn.proj.weight', 'vit.model.blocks.3.attn.proj.bias', 'vit.model.blocks.3.norm2.weight', 'vit.model.blocks.3.norm2.bias', 'vit.model.blocks.3.mlp.fc1.weight', 'vit.model.blocks.3.mlp.fc1.bias', 'vit.model.blocks.3.mlp.fc2.weight', 'vit.model.blocks.3.mlp.fc2.bias', 'vit.model.blocks.4.norm1.weight', 'vit.model.blocks.4.norm1.bias', 'vit.model.blocks.4.attn.qkv.weight', 'vit.model.blocks.4.attn.qkv.bias', 'vit.model.blocks.4.attn.proj.weight', 'vit.model.blocks.4.attn.proj.bias', 'vit.model.blocks.4.norm2.weight', 'vit.model.blocks.4.norm2.bias', 'vit.model.blocks.4.mlp.fc1.weight', 'vit.model.blocks.4.mlp.fc1.bias', 'vit.model.blocks.4.mlp.fc2.weight', 'vit.model.blocks.4.mlp.fc2.bias', 'vit.model.blocks.5.norm1.weight', 'vit.model.blocks.5.norm1.bias', 'vit.model.blocks.5.attn.qkv.weight', 'vit.model.blocks.5.attn.qkv.bias', 'vit.model.blocks.5.attn.proj.weight', 'vit.model.blocks.5.attn.proj.bias', 'vit.model.blocks.5.norm2.weight', 'vit.model.blocks.5.norm2.bias', 'vit.model.blocks.5.mlp.fc1.weight', 'vit.model.blocks.5.mlp.fc1.bias', 'vit.model.blocks.5.mlp.fc2.weight', 'vit.model.blocks.5.mlp.fc2.bias', 'vit.model.blocks.6.norm1.weight', 'vit.model.blocks.6.norm1.bias', 'vit.model.blocks.6.attn.qkv.weight', 'vit.model.blocks.6.attn.qkv.bias', 'vit.model.blocks.6.attn.proj.weight', 'vit.model.blocks.6.attn.proj.bias', 'vit.model.blocks.6.norm2.weight', 'vit.model.blocks.6.norm2.bias', 'vit.model.blocks.6.mlp.fc1.weight', 'vit.model.blocks.6.mlp.fc1.bias', 'vit.model.blocks.6.mlp.fc2.weight', 'vit.model.blocks.6.mlp.fc2.bias', 'vit.model.blocks.7.norm1.weight', 'vit.model.blocks.7.norm1.bias', 'vit.model.blocks.7.attn.qkv.weight', 'vit.model.blocks.7.attn.qkv.bias', 'vit.model.blocks.7.attn.proj.weight', 'vit.model.blocks.7.attn.proj.bias', 'vit.model.blocks.7.norm2.weight', 'vit.model.blocks.7.norm2.bias', 'vit.model.blocks.7.mlp.fc1.weight', 'vit.model.blocks.7.mlp.fc1.bias', 'vit.model.blocks.7.mlp.fc2.weight', 'vit.model.blocks.7.mlp.fc2.bias', 'vit.model.blocks.8.norm1.weight', 'vit.model.blocks.8.norm1.bias', 'vit.model.blocks.8.attn.qkv.weight', 'vit.model.blocks.8.attn.qkv.bias', 'vit.model.blocks.8.attn.proj.weight', 'vit.model.blocks.8.attn.proj.bias', 'vit.model.blocks.8.norm2.weight', 'vit.model.blocks.8.norm2.bias', 'vit.model.blocks.8.mlp.fc1.weight', 'vit.model.blocks.8.mlp.fc1.bias', 'vit.model.blocks.8.mlp.fc2.weight', 'vit.model.blocks.8.mlp.fc2.bias', 'vit.model.blocks.9.norm1.weight', 'vit.model.blocks.9.norm1.bias', 'vit.model.blocks.9.attn.qkv.weight', 'vit.model.blocks.9.attn.qkv.bias', 'vit.model.blocks.9.attn.proj.weight', 'vit.model.blocks.9.attn.proj.bias', 'vit.model.blocks.9.norm2.weight', 'vit.model.blocks.9.norm2.bias', 'vit.model.blocks.9.mlp.fc1.weight', 'vit.model.blocks.9.mlp.fc1.bias', 'vit.model.blocks.9.mlp.fc2.weight', 'vit.model.blocks.9.mlp.fc2.bias', 'vit.model.blocks.10.norm1.weight', 'vit.model.blocks.10.norm1.bias', 'vit.model.blocks.10.attn.qkv.weight', 'vit.model.blocks.10.attn.qkv.bias', 'vit.model.blocks.10.attn.proj.weight', 'vit.model.blocks.10.attn.proj.bias', 'vit.model.blocks.10.norm2.weight', 'vit.model.blocks.10.norm2.bias', 'vit.model.blocks.10.mlp.fc1.weight', 'vit.model.blocks.10.mlp.fc1.bias', 'vit.model.blocks.10.mlp.fc2.weight', 'vit.model.blocks.10.mlp.fc2.bias', 'vit.model.blocks.11.norm1.weight', 'vit.model.blocks.11.norm1.bias', 'vit.model.blocks.11.attn.qkv.weight', 'vit.model.blocks.11.attn.qkv.bias', 'vit.model.blocks.11.attn.proj.weight', 'vit.model.blocks.11.attn.proj.bias', 'vit.model.blocks.11.norm2.weight', 'vit.model.blocks.11.norm2.bias', 'vit.model.blocks.11.mlp.fc1.weight', 'vit.model.blocks.11.mlp.fc1.bias', 'vit.model.blocks.11.mlp.fc2.weight', 'vit.model.blocks.11.mlp.fc2.bias', 'vit.model.norm.weight', 'vit.model.norm.bias'], unexpected_keys=[]) 2024-01-03 22:02:40,266 - mmseg - INFO - pos_embed loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.norm1.weight loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.norm1.bias loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.attn.qkv.weight loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.attn.qkv.bias loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.attn.proj.weight loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.attn.proj.bias loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.norm2.weight loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.norm2.bias loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.mlp.fc1.weight loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.mlp.fc1.bias loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.mlp.fc2.weight loaded 2024-01-03 22:02:40,266 - mmseg - INFO - denoiser.mlp.fc2.bias loaded 2024-01-03 22:02:40,288 - 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 2024-01-03 22:02:40,293 - 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'}} ) 2024-01-03 22:02:40,523 - mmseg - INFO - Loaded 20210 images 2024-01-03 22:02:43,712 - mmseg - INFO - Loaded 2000 images 2024-01-03 22:02:43,714 - mmseg - INFO - Start running, host: root, work_dir: ./work_dirs/segmentation_eval/ade20k/voc10k_distilled/vit_base_patch16_384.augreg_in21k_ft_in1k 2024-01-03 22:02:43,715 - 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 -------------------- 2024-01-03 22:02:43,716 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters 2024-01-03 22:02:43,719 - mmseg - INFO - Checkpoints will be saved to ./work_dirs/segmentation_eval/ade20k/voc10k_distilled/vit_base_patch16_384.augreg_in21k_ft_in1k by HardDiskBackend. 2024-01-03 22:03:16,142 - mmseg - INFO - Iter [50/40000] lr: 3.263e-05, eta: 1:43:44, time: 0.156, data_time: 0.004, memory: 1398, decode.loss_ce: 4.0000, decode.acc_seg: 1.1025, loss: 4.0000 2024-01-03 22:03:21,139 - mmseg - INFO - Iter [100/40000] lr: 6.584e-05, eta: 1:25:02, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 3.8365, decode.acc_seg: 6.4770, loss: 3.8365 2024-01-03 22:03:26,152 - mmseg - INFO - Iter [150/40000] lr: 9.896e-05, eta: 1:18:49, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 3.6417, decode.acc_seg: 28.3433, loss: 3.6417 2024-01-03 22:03:31,154 - mmseg - INFO - Iter [200/40000] lr: 1.320e-04, eta: 1:15:37, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 3.3295, decode.acc_seg: 43.9564, loss: 3.3295 2024-01-03 22:03:36,079 - mmseg - INFO - Iter [250/40000] lr: 1.650e-04, eta: 1:13:28, time: 0.098, data_time: 0.003, memory: 1398, decode.loss_ce: 2.8542, decode.acc_seg: 51.7509, loss: 2.8542 2024-01-03 22:03:40,991 - mmseg - INFO - Iter [300/40000] lr: 1.978e-04, eta: 1:11:59, time: 0.098, data_time: 0.004, memory: 1398, decode.loss_ce: 2.4744, decode.acc_seg: 53.4965, loss: 2.4744 2024-01-03 22:03:45,980 - mmseg - INFO - Iter [350/40000] lr: 2.306e-04, eta: 1:11:02, time: 0.100, data_time: 0.004, memory: 1398, decode.loss_ce: 2.0760, decode.acc_seg: 57.3816, loss: 2.0760 2024-01-03 22:03:51,001 - mmseg - INFO - Iter [400/40000] lr: 2.633e-04, eta: 1:10:22, time: 0.100, data_time: 0.004, memory: 1398, decode.loss_ce: 1.7589, decode.acc_seg: 58.0989, loss: 1.7589 2024-01-03 22:03:56,052 - mmseg - INFO - Iter [450/40000] lr: 2.960e-04, eta: 1:09:52, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.5720, decode.acc_seg: 59.3480, loss: 1.5720 2024-01-03 22:04:01,092 - mmseg - INFO - Iter [500/40000] lr: 3.285e-04, eta: 1:09:26, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 1.4326, decode.acc_seg: 60.1688, loss: 1.4326 2024-01-03 22:04:06,135 - mmseg - INFO - Iter [550/40000] lr: 3.610e-04, eta: 1:09:04, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 1.2827, decode.acc_seg: 63.1028, loss: 1.2827 2024-01-03 22:04:11,182 - mmseg - INFO - Iter [600/40000] lr: 3.934e-04, eta: 1:08:45, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 1.2784, decode.acc_seg: 61.4305, loss: 1.2784 2024-01-03 22:04:16,232 - mmseg - INFO - Iter [650/40000] lr: 4.256e-04, eta: 1:08:29, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 1.2103, decode.acc_seg: 63.9353, loss: 1.2103 2024-01-03 22:04:21,274 - mmseg - INFO - Iter [700/40000] lr: 4.579e-04, eta: 1:08:13, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 1.1400, decode.acc_seg: 65.0925, loss: 1.1400 2024-01-03 22:04:26,323 - mmseg - INFO - Iter [750/40000] lr: 4.900e-04, eta: 1:08:00, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.1550, decode.acc_seg: 63.8173, loss: 1.1550 2024-01-03 22:04:31,368 - mmseg - INFO - Iter [800/40000] lr: 5.220e-04, eta: 1:07:47, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.0966, decode.acc_seg: 65.4799, loss: 1.0966 2024-01-03 22:04:36,401 - mmseg - INFO - Iter [850/40000] lr: 5.540e-04, eta: 1:07:35, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.0279, decode.acc_seg: 65.7861, loss: 1.0279 2024-01-03 22:04:41,445 - mmseg - INFO - Iter [900/40000] lr: 5.859e-04, eta: 1:07:24, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.0798, decode.acc_seg: 64.6121, loss: 1.0798 2024-01-03 22:04:46,488 - mmseg - INFO - Iter [950/40000] lr: 6.177e-04, eta: 1:07:13, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.0387, decode.acc_seg: 66.2733, loss: 1.0387 2024-01-03 22:04:51,527 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:04:51,527 - mmseg - INFO - Iter [1000/40000] lr: 6.494e-04, eta: 1:07:03, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.9937, decode.acc_seg: 66.8649, loss: 0.9937 2024-01-03 22:04:56,563 - mmseg - INFO - Iter [1050/40000] lr: 6.810e-04, eta: 1:06:54, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.0129, decode.acc_seg: 66.4788, loss: 1.0129 2024-01-03 22:05:01,592 - mmseg - INFO - Iter [1100/40000] lr: 7.125e-04, eta: 1:06:44, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.9767, decode.acc_seg: 68.1534, loss: 0.9767 2024-01-03 22:05:06,625 - mmseg - INFO - Iter [1150/40000] lr: 7.440e-04, eta: 1:06:35, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.0085, decode.acc_seg: 66.3465, loss: 1.0085 2024-01-03 22:05:11,666 - mmseg - INFO - Iter [1200/40000] lr: 7.754e-04, eta: 1:06:27, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9741, decode.acc_seg: 66.8997, loss: 0.9741 2024-01-03 22:05:16,693 - mmseg - INFO - Iter [1250/40000] lr: 8.067e-04, eta: 1:06:18, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.0130, decode.acc_seg: 66.0667, loss: 1.0130 2024-01-03 22:05:24,032 - mmseg - INFO - Iter [1300/40000] lr: 8.379e-04, eta: 1:07:18, time: 0.147, data_time: 0.049, memory: 1398, decode.loss_ce: 0.9170, decode.acc_seg: 68.3530, loss: 0.9170 2024-01-03 22:05:29,068 - mmseg - INFO - Iter [1350/40000] lr: 8.690e-04, eta: 1:07:08, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9231, decode.acc_seg: 68.0556, loss: 0.9231 2024-01-03 22:05:34,096 - mmseg - INFO - Iter [1400/40000] lr: 9.000e-04, eta: 1:06:58, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9413, decode.acc_seg: 67.6158, loss: 0.9413 2024-01-03 22:05:39,129 - mmseg - INFO - Iter [1450/40000] lr: 9.310e-04, eta: 1:06:48, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9570, decode.acc_seg: 67.5749, loss: 0.9570 2024-01-03 22:05:44,158 - mmseg - INFO - Iter [1500/40000] lr: 9.619e-04, eta: 1:06:38, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8900, decode.acc_seg: 69.0307, loss: 0.8900 2024-01-03 22:05:49,187 - mmseg - INFO - Iter [1550/40000] lr: 9.613e-04, eta: 1:06:29, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9299, decode.acc_seg: 67.5989, loss: 0.9299 2024-01-03 22:05:54,213 - mmseg - INFO - Iter [1600/40000] lr: 9.600e-04, eta: 1:06:20, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9217, decode.acc_seg: 68.0261, loss: 0.9217 2024-01-03 22:05:59,232 - mmseg - INFO - Iter [1650/40000] lr: 9.588e-04, eta: 1:06:11, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9157, decode.acc_seg: 68.7243, loss: 0.9157 2024-01-03 22:06:04,351 - mmseg - INFO - Iter [1700/40000] lr: 9.575e-04, eta: 1:06:05, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9504, decode.acc_seg: 66.6039, loss: 0.9504 2024-01-03 22:06:09,372 - mmseg - INFO - Iter [1750/40000] lr: 9.563e-04, eta: 1:05:56, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9635, decode.acc_seg: 67.2148, loss: 0.9635 2024-01-03 22:06:14,392 - mmseg - INFO - Iter [1800/40000] lr: 9.550e-04, eta: 1:05:48, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9049, decode.acc_seg: 68.0231, loss: 0.9049 2024-01-03 22:06:19,415 - mmseg - INFO - Iter [1850/40000] lr: 9.538e-04, eta: 1:05:39, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9302, decode.acc_seg: 67.9872, loss: 0.9302 2024-01-03 22:06:24,435 - mmseg - INFO - Iter [1900/40000] lr: 9.525e-04, eta: 1:05:31, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9714, decode.acc_seg: 67.3331, loss: 0.9714 2024-01-03 22:06:29,455 - mmseg - INFO - Iter [1950/40000] lr: 9.513e-04, eta: 1:05:23, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9488, decode.acc_seg: 67.5434, loss: 0.9488 2024-01-03 22:06:34,471 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:06:34,472 - mmseg - INFO - Iter [2000/40000] lr: 9.500e-04, eta: 1:05:16, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9545, decode.acc_seg: 68.1609, loss: 0.9545 2024-01-03 22:06:39,490 - mmseg - INFO - Iter [2050/40000] lr: 9.488e-04, eta: 1:05:08, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9012, decode.acc_seg: 68.9941, loss: 0.9012 2024-01-03 22:06:44,512 - mmseg - INFO - Iter [2100/40000] lr: 9.475e-04, eta: 1:05:01, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8830, decode.acc_seg: 69.2314, loss: 0.8830 2024-01-03 22:06:49,525 - mmseg - INFO - Iter [2150/40000] lr: 9.463e-04, eta: 1:04:53, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9205, decode.acc_seg: 67.7175, loss: 0.9205 2024-01-03 22:06:54,541 - mmseg - INFO - Iter [2200/40000] lr: 9.450e-04, eta: 1:04:46, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8957, decode.acc_seg: 68.5277, loss: 0.8957 2024-01-03 22:06:59,556 - mmseg - INFO - Iter [2250/40000] lr: 9.438e-04, eta: 1:04:38, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8922, decode.acc_seg: 68.2700, loss: 0.8922 2024-01-03 22:07:04,572 - mmseg - INFO - Iter [2300/40000] lr: 9.425e-04, eta: 1:04:31, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9221, decode.acc_seg: 67.4229, loss: 0.9221 2024-01-03 22:07:09,598 - mmseg - INFO - Iter [2350/40000] lr: 9.413e-04, eta: 1:04:24, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9496, decode.acc_seg: 67.2640, loss: 0.9496 2024-01-03 22:07:14,609 - mmseg - INFO - Iter [2400/40000] lr: 9.400e-04, eta: 1:04:17, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9264, decode.acc_seg: 67.9325, loss: 0.9264 2024-01-03 22:07:19,626 - mmseg - INFO - Iter [2450/40000] lr: 9.388e-04, eta: 1:04:11, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9016, decode.acc_seg: 68.2707, loss: 0.9016 2024-01-03 22:07:24,640 - mmseg - INFO - Iter [2500/40000] lr: 9.375e-04, eta: 1:04:04, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9136, decode.acc_seg: 68.3863, loss: 0.9136 2024-01-03 22:07:31,831 - mmseg - INFO - Iter [2550/40000] lr: 9.363e-04, eta: 1:04:29, time: 0.144, data_time: 0.046, memory: 1398, decode.loss_ce: 0.8920, decode.acc_seg: 68.9313, loss: 0.8920 2024-01-03 22:07:36,852 - mmseg - INFO - Iter [2600/40000] lr: 9.350e-04, eta: 1:04:22, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8876, decode.acc_seg: 68.2980, loss: 0.8876 2024-01-03 22:07:41,873 - mmseg - INFO - Iter [2650/40000] lr: 9.338e-04, eta: 1:04:14, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8727, decode.acc_seg: 69.0509, loss: 0.8727 2024-01-03 22:07:46,887 - mmseg - INFO - Iter [2700/40000] lr: 9.325e-04, eta: 1:04:07, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8381, decode.acc_seg: 69.7131, loss: 0.8381 2024-01-03 22:07:51,906 - mmseg - INFO - Iter [2750/40000] lr: 9.313e-04, eta: 1:04:00, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8739, decode.acc_seg: 69.1209, loss: 0.8739 2024-01-03 22:07:56,923 - mmseg - INFO - Iter [2800/40000] lr: 9.300e-04, eta: 1:03:53, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8993, decode.acc_seg: 68.5274, loss: 0.8993 2024-01-03 22:08:01,943 - mmseg - INFO - Iter [2850/40000] lr: 9.288e-04, eta: 1:03:46, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8725, decode.acc_seg: 70.0469, loss: 0.8725 2024-01-03 22:08:06,956 - mmseg - INFO - Iter [2900/40000] lr: 9.275e-04, eta: 1:03:39, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8874, decode.acc_seg: 68.2094, loss: 0.8874 2024-01-03 22:08:11,963 - mmseg - INFO - Iter [2950/40000] lr: 9.263e-04, eta: 1:03:33, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8837, decode.acc_seg: 69.2412, loss: 0.8837 2024-01-03 22:08:16,974 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:08:16,975 - mmseg - INFO - Iter [3000/40000] lr: 9.250e-04, eta: 1:03:26, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8789, decode.acc_seg: 69.3897, loss: 0.8789 2024-01-03 22:08:21,988 - mmseg - INFO - Iter [3050/40000] lr: 9.238e-04, eta: 1:03:19, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8483, decode.acc_seg: 70.6553, loss: 0.8483 2024-01-03 22:08:27,006 - mmseg - INFO - Iter [3100/40000] lr: 9.225e-04, eta: 1:03:12, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8407, decode.acc_seg: 69.7744, loss: 0.8407 2024-01-03 22:08:32,172 - mmseg - INFO - Iter [3150/40000] lr: 9.213e-04, eta: 1:03:08, time: 0.103, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8812, decode.acc_seg: 68.3835, loss: 0.8812 2024-01-03 22:08:37,190 - mmseg - INFO - Iter [3200/40000] lr: 9.200e-04, eta: 1:03:01, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8458, decode.acc_seg: 70.1604, loss: 0.8458 2024-01-03 22:08:42,210 - mmseg - INFO - Iter [3250/40000] lr: 9.188e-04, eta: 1:02:55, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8757, decode.acc_seg: 69.4112, loss: 0.8757 2024-01-03 22:08:47,227 - mmseg - INFO - Iter [3300/40000] lr: 9.175e-04, eta: 1:02:48, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8834, decode.acc_seg: 68.7818, loss: 0.8834 2024-01-03 22:08:52,246 - mmseg - INFO - Iter [3350/40000] lr: 9.163e-04, eta: 1:02:42, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8866, decode.acc_seg: 68.9921, loss: 0.8866 2024-01-03 22:08:57,264 - mmseg - INFO - Iter [3400/40000] lr: 9.150e-04, eta: 1:02:35, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8943, decode.acc_seg: 68.7071, loss: 0.8943 2024-01-03 22:09:02,282 - mmseg - INFO - Iter [3450/40000] lr: 9.138e-04, eta: 1:02:29, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9055, decode.acc_seg: 67.9513, loss: 0.9055 2024-01-03 22:09:07,303 - mmseg - INFO - Iter [3500/40000] lr: 9.125e-04, eta: 1:02:23, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8655, decode.acc_seg: 69.8645, loss: 0.8655 2024-01-03 22:09:12,321 - mmseg - INFO - Iter [3550/40000] lr: 9.113e-04, eta: 1:02:16, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9133, decode.acc_seg: 68.2966, loss: 0.9133 2024-01-03 22:09:17,338 - mmseg - INFO - Iter [3600/40000] lr: 9.100e-04, eta: 1:02:10, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9149, decode.acc_seg: 68.8405, loss: 0.9149 2024-01-03 22:09:22,355 - mmseg - INFO - Iter [3650/40000] lr: 9.088e-04, eta: 1:02:04, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8755, decode.acc_seg: 69.5398, loss: 0.8755 2024-01-03 22:09:27,367 - mmseg - INFO - Iter [3700/40000] lr: 9.075e-04, eta: 1:01:58, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8667, decode.acc_seg: 69.4679, loss: 0.8667 2024-01-03 22:09:32,378 - mmseg - INFO - Iter [3750/40000] lr: 9.063e-04, eta: 1:01:52, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8604, decode.acc_seg: 69.4996, loss: 0.8604 2024-01-03 22:09:39,622 - mmseg - INFO - Iter [3800/40000] lr: 9.050e-04, eta: 1:02:07, time: 0.145, data_time: 0.048, memory: 1398, decode.loss_ce: 0.8655, decode.acc_seg: 69.3991, loss: 0.8655 2024-01-03 22:09:44,635 - mmseg - INFO - Iter [3850/40000] lr: 9.038e-04, eta: 1:02:00, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8372, decode.acc_seg: 70.1173, loss: 0.8372 2024-01-03 22:09:49,642 - mmseg - INFO - Iter [3900/40000] lr: 9.025e-04, eta: 1:01:54, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8284, decode.acc_seg: 70.4230, loss: 0.8284 2024-01-03 22:09:54,659 - mmseg - INFO - Iter [3950/40000] lr: 9.013e-04, eta: 1:01:48, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8898, decode.acc_seg: 68.8693, loss: 0.8898 2024-01-03 22:09:59,666 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:09:59,666 - mmseg - INFO - Iter [4000/40000] lr: 9.000e-04, eta: 1:01:41, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8852, decode.acc_seg: 68.9113, loss: 0.8852 2024-01-03 22:10:04,682 - mmseg - INFO - Iter [4050/40000] lr: 8.988e-04, eta: 1:01:35, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9050, decode.acc_seg: 68.3939, loss: 0.9050 2024-01-03 22:10:09,696 - mmseg - INFO - Iter [4100/40000] lr: 8.975e-04, eta: 1:01:29, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8419, decode.acc_seg: 70.1954, loss: 0.8419 2024-01-03 22:10:14,702 - mmseg - INFO - Iter [4150/40000] lr: 8.963e-04, eta: 1:01:22, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8366, decode.acc_seg: 70.3628, loss: 0.8366 2024-01-03 22:10:19,718 - mmseg - INFO - Iter [4200/40000] lr: 8.950e-04, eta: 1:01:16, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8138, decode.acc_seg: 71.6393, loss: 0.8138 2024-01-03 22:10:24,738 - mmseg - INFO - Iter [4250/40000] lr: 8.938e-04, eta: 1:01:10, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8448, decode.acc_seg: 69.9158, loss: 0.8448 2024-01-03 22:10:29,756 - mmseg - INFO - Iter [4300/40000] lr: 8.925e-04, eta: 1:01:04, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8737, decode.acc_seg: 69.3288, loss: 0.8737 2024-01-03 22:10:34,771 - mmseg - INFO - Iter [4350/40000] lr: 8.913e-04, eta: 1:00:58, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8732, decode.acc_seg: 69.3732, loss: 0.8732 2024-01-03 22:10:39,786 - mmseg - INFO - Iter [4400/40000] lr: 8.900e-04, eta: 1:00:52, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8441, decode.acc_seg: 69.8862, loss: 0.8441 2024-01-03 22:10:44,798 - mmseg - INFO - Iter [4450/40000] lr: 8.888e-04, eta: 1:00:46, time: 0.100, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8740, decode.acc_seg: 69.0964, loss: 0.8740 2024-01-03 22:10:49,831 - mmseg - INFO - Iter [4500/40000] lr: 8.875e-04, eta: 1:00:40, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8248, decode.acc_seg: 70.2868, loss: 0.8248 2024-01-03 22:10:54,840 - mmseg - INFO - Iter [4550/40000] lr: 8.863e-04, eta: 1:00:34, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8642, decode.acc_seg: 69.9885, loss: 0.8642 2024-01-03 22:10:59,849 - mmseg - INFO - Iter [4600/40000] lr: 8.850e-04, eta: 1:00:28, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8565, decode.acc_seg: 69.0605, loss: 0.8565 2024-01-03 22:11:04,857 - mmseg - INFO - Iter [4650/40000] lr: 8.838e-04, eta: 1:00:22, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8627, decode.acc_seg: 69.6269, loss: 0.8627 2024-01-03 22:11:10,180 - mmseg - INFO - Iter [4700/40000] lr: 8.825e-04, eta: 1:00:18, time: 0.106, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8488, decode.acc_seg: 70.0084, loss: 0.8488 2024-01-03 22:11:15,201 - mmseg - INFO - Iter [4750/40000] lr: 8.813e-04, eta: 1:00:12, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8462, decode.acc_seg: 70.9438, loss: 0.8462 2024-01-03 22:11:20,225 - mmseg - INFO - Iter [4800/40000] lr: 8.800e-04, eta: 1:00:06, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8256, decode.acc_seg: 71.3839, loss: 0.8256 2024-01-03 22:11:25,242 - mmseg - INFO - Iter [4850/40000] lr: 8.788e-04, eta: 1:00:01, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8520, decode.acc_seg: 70.1336, loss: 0.8520 2024-01-03 22:11:30,265 - mmseg - INFO - Iter [4900/40000] lr: 8.775e-04, eta: 0:59:55, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8840, decode.acc_seg: 69.0849, loss: 0.8840 2024-01-03 22:11:35,288 - mmseg - INFO - Iter [4950/40000] lr: 8.763e-04, eta: 0:59:49, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8588, decode.acc_seg: 69.2821, loss: 0.8588 2024-01-03 22:11:40,313 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:11:40,313 - mmseg - INFO - Iter [5000/40000] lr: 8.750e-04, eta: 0:59:43, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8299, decode.acc_seg: 70.2748, loss: 0.8299 2024-01-03 22:11:45,334 - mmseg - INFO - Iter [5050/40000] lr: 8.738e-04, eta: 0:59:37, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8699, decode.acc_seg: 69.1021, loss: 0.8699 2024-01-03 22:11:52,634 - mmseg - INFO - Iter [5100/40000] lr: 8.725e-04, eta: 0:59:47, time: 0.146, data_time: 0.046, memory: 1398, decode.loss_ce: 0.8406, decode.acc_seg: 70.6010, loss: 0.8406 2024-01-03 22:11:57,648 - mmseg - INFO - Iter [5150/40000] lr: 8.713e-04, eta: 0:59:41, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8052, decode.acc_seg: 70.8154, loss: 0.8052 2024-01-03 22:12:02,822 - mmseg - INFO - Iter [5200/40000] lr: 8.700e-04, eta: 0:59:36, time: 0.103, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8351, decode.acc_seg: 70.7132, loss: 0.8351 2024-01-03 22:12:07,826 - mmseg - INFO - Iter [5250/40000] lr: 8.688e-04, eta: 0:59:30, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8357, decode.acc_seg: 70.1696, loss: 0.8357 2024-01-03 22:12:12,844 - mmseg - INFO - Iter [5300/40000] lr: 8.675e-04, eta: 0:59:24, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8297, decode.acc_seg: 69.7633, loss: 0.8297 2024-01-03 22:12:17,856 - mmseg - INFO - Iter [5350/40000] lr: 8.663e-04, eta: 0:59:18, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8649, decode.acc_seg: 68.8041, loss: 0.8649 2024-01-03 22:12:22,861 - mmseg - INFO - Iter [5400/40000] lr: 8.650e-04, eta: 0:59:12, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8190, decode.acc_seg: 70.2693, loss: 0.8190 2024-01-03 22:12:28,030 - mmseg - INFO - Iter [5450/40000] lr: 8.638e-04, eta: 0:59:07, time: 0.103, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8588, decode.acc_seg: 69.4708, loss: 0.8588 2024-01-03 22:12:33,048 - mmseg - INFO - Iter [5500/40000] lr: 8.625e-04, eta: 0:59:02, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8521, decode.acc_seg: 69.4653, loss: 0.8521 2024-01-03 22:12:38,173 - mmseg - INFO - Iter [5550/40000] lr: 8.613e-04, eta: 0:58:56, time: 0.103, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8362, decode.acc_seg: 69.5801, loss: 0.8362 2024-01-03 22:12:43,193 - mmseg - INFO - Iter [5600/40000] lr: 8.600e-04, eta: 0:58:51, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8491, decode.acc_seg: 70.4793, loss: 0.8491 2024-01-03 22:12:48,204 - mmseg - INFO - Iter [5650/40000] lr: 8.588e-04, eta: 0:58:45, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8232, decode.acc_seg: 70.6237, loss: 0.8232 2024-01-03 22:12:53,214 - mmseg - INFO - Iter [5700/40000] lr: 8.575e-04, eta: 0:58:39, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8228, decode.acc_seg: 70.4676, loss: 0.8228 2024-01-03 22:12:58,230 - mmseg - INFO - Iter [5750/40000] lr: 8.563e-04, eta: 0:58:33, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8312, decode.acc_seg: 69.3683, loss: 0.8312 2024-01-03 22:13:03,245 - mmseg - INFO - Iter [5800/40000] lr: 8.550e-04, eta: 0:58:27, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8828, decode.acc_seg: 68.5083, loss: 0.8828 2024-01-03 22:13:08,263 - mmseg - INFO - Iter [5850/40000] lr: 8.538e-04, eta: 0:58:21, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8432, decode.acc_seg: 69.5695, loss: 0.8432 2024-01-03 22:13:13,284 - mmseg - INFO - Iter [5900/40000] lr: 8.525e-04, eta: 0:58:16, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8625, decode.acc_seg: 69.5354, loss: 0.8625 2024-01-03 22:13:18,305 - mmseg - INFO - Iter [5950/40000] lr: 8.513e-04, eta: 0:58:10, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8002, decode.acc_seg: 71.0920, loss: 0.8002 2024-01-03 22:13:23,316 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:13:23,316 - mmseg - INFO - Iter [6000/40000] lr: 8.500e-04, eta: 0:58:04, time: 0.100, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8273, decode.acc_seg: 69.2178, loss: 0.8273 2024-01-03 22:13:28,330 - mmseg - INFO - Iter [6050/40000] lr: 8.488e-04, eta: 0:57:58, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8364, decode.acc_seg: 70.4203, loss: 0.8364 2024-01-03 22:13:33,338 - mmseg - INFO - Iter [6100/40000] lr: 8.475e-04, eta: 0:57:53, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8585, decode.acc_seg: 70.4984, loss: 0.8585 2024-01-03 22:13:38,391 - mmseg - INFO - Iter [6150/40000] lr: 8.463e-04, eta: 0:57:47, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8767, decode.acc_seg: 69.0173, loss: 0.8767 2024-01-03 22:13:43,407 - mmseg - INFO - Iter [6200/40000] lr: 8.450e-04, eta: 0:57:41, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8404, decode.acc_seg: 71.1910, loss: 0.8404 2024-01-03 22:13:48,415 - mmseg - INFO - Iter [6250/40000] lr: 8.438e-04, eta: 0:57:36, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8480, decode.acc_seg: 69.4759, loss: 0.8480 2024-01-03 22:13:53,430 - mmseg - INFO - Iter [6300/40000] lr: 8.425e-04, eta: 0:57:30, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8852, decode.acc_seg: 69.6555, loss: 0.8852 2024-01-03 22:14:00,860 - mmseg - INFO - Iter [6350/40000] lr: 8.413e-04, eta: 0:57:37, time: 0.149, data_time: 0.048, memory: 1398, decode.loss_ce: 0.8025, decode.acc_seg: 71.4560, loss: 0.8025 2024-01-03 22:14:05,878 - mmseg - INFO - Iter [6400/40000] lr: 8.400e-04, eta: 0:57:31, time: 0.100, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8067, decode.acc_seg: 71.3638, loss: 0.8067 2024-01-03 22:14:10,897 - mmseg - INFO - Iter [6450/40000] lr: 8.388e-04, eta: 0:57:26, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8246, decode.acc_seg: 70.4440, loss: 0.8246 2024-01-03 22:14:15,918 - mmseg - INFO - Iter [6500/40000] lr: 8.375e-04, eta: 0:57:20, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7986, decode.acc_seg: 70.8997, loss: 0.7986 2024-01-03 22:14:20,938 - mmseg - INFO - Iter [6550/40000] lr: 8.363e-04, eta: 0:57:14, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8208, decode.acc_seg: 70.1704, loss: 0.8208 2024-01-03 22:14:25,945 - mmseg - INFO - Iter [6600/40000] lr: 8.350e-04, eta: 0:57:08, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8159, decode.acc_seg: 70.7970, loss: 0.8159 2024-01-03 22:14:30,959 - mmseg - INFO - Iter [6650/40000] lr: 8.338e-04, eta: 0:57:03, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8374, decode.acc_seg: 70.3553, loss: 0.8374 2024-01-03 22:14:35,971 - mmseg - INFO - Iter [6700/40000] lr: 8.325e-04, eta: 0:56:57, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8710, decode.acc_seg: 68.9491, loss: 0.8710 2024-01-03 22:14:40,977 - mmseg - INFO - Iter [6750/40000] lr: 8.313e-04, eta: 0:56:51, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8257, decode.acc_seg: 70.5086, loss: 0.8257 2024-01-03 22:14:45,990 - mmseg - INFO - Iter [6800/40000] lr: 8.300e-04, eta: 0:56:46, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8588, decode.acc_seg: 69.9859, loss: 0.8588 2024-01-03 22:14:50,996 - mmseg - INFO - Iter [6850/40000] lr: 8.288e-04, eta: 0:56:40, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8505, decode.acc_seg: 69.5299, loss: 0.8505 2024-01-03 22:14:56,005 - mmseg - INFO - Iter [6900/40000] lr: 8.275e-04, eta: 0:56:34, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8085, decode.acc_seg: 70.8184, loss: 0.8085 2024-01-03 22:15:01,011 - mmseg - INFO - Iter [6950/40000] lr: 8.263e-04, eta: 0:56:28, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7932, decode.acc_seg: 71.1829, loss: 0.7932 2024-01-03 22:15:06,020 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:15:06,020 - mmseg - INFO - Iter [7000/40000] lr: 8.250e-04, eta: 0:56:23, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7896, decode.acc_seg: 71.2854, loss: 0.7896 2024-01-03 22:15:11,030 - mmseg - INFO - Iter [7050/40000] lr: 8.238e-04, eta: 0:56:17, time: 0.100, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8670, decode.acc_seg: 70.0752, loss: 0.8670 2024-01-03 22:15:16,204 - mmseg - INFO - Iter [7100/40000] lr: 8.225e-04, eta: 0:56:12, time: 0.103, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8338, decode.acc_seg: 70.3519, loss: 0.8338 2024-01-03 22:15:21,214 - mmseg - INFO - Iter [7150/40000] lr: 8.213e-04, eta: 0:56:06, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8271, decode.acc_seg: 70.1992, loss: 0.8271 2024-01-03 22:15:26,229 - mmseg - INFO - Iter [7200/40000] lr: 8.200e-04, eta: 0:56:01, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8021, decode.acc_seg: 70.5244, loss: 0.8021 2024-01-03 22:15:31,241 - mmseg - INFO - Iter [7250/40000] lr: 8.188e-04, eta: 0:55:55, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8311, decode.acc_seg: 69.3153, loss: 0.8311 2024-01-03 22:15:36,257 - mmseg - INFO - Iter [7300/40000] lr: 8.175e-04, eta: 0:55:50, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8492, decode.acc_seg: 69.3331, loss: 0.8492 2024-01-03 22:15:41,271 - mmseg - INFO - Iter [7350/40000] lr: 8.163e-04, eta: 0:55:44, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8561, decode.acc_seg: 69.2138, loss: 0.8561 2024-01-03 22:15:46,278 - mmseg - INFO - Iter [7400/40000] lr: 8.150e-04, eta: 0:55:38, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8300, decode.acc_seg: 70.2388, loss: 0.8300 2024-01-03 22:15:51,297 - mmseg - INFO - Iter [7450/40000] lr: 8.138e-04, eta: 0:55:33, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8465, decode.acc_seg: 69.2878, loss: 0.8465 2024-01-03 22:15:56,316 - mmseg - INFO - Iter [7500/40000] lr: 8.125e-04, eta: 0:55:27, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8695, decode.acc_seg: 69.0835, loss: 0.8695 2024-01-03 22:16:01,335 - mmseg - INFO - Iter [7550/40000] lr: 8.113e-04, eta: 0:55:22, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8753, decode.acc_seg: 69.0370, loss: 0.8753 2024-01-03 22:16:08,613 - mmseg - INFO - Iter [7600/40000] lr: 8.100e-04, eta: 0:55:26, time: 0.146, data_time: 0.047, memory: 1398, decode.loss_ce: 0.8448, decode.acc_seg: 69.5346, loss: 0.8448 2024-01-03 22:16:13,628 - mmseg - INFO - Iter [7650/40000] lr: 8.088e-04, eta: 0:55:20, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8197, decode.acc_seg: 70.6899, loss: 0.8197 2024-01-03 22:16:18,646 - mmseg - INFO - Iter [7700/40000] lr: 8.075e-04, eta: 0:55:15, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8278, decode.acc_seg: 70.8357, loss: 0.8278 2024-01-03 22:16:23,663 - mmseg - INFO - Iter [7750/40000] lr: 8.063e-04, eta: 0:55:09, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7984, decode.acc_seg: 71.0191, loss: 0.7984 2024-01-03 22:16:28,677 - mmseg - INFO - Iter [7800/40000] lr: 8.050e-04, eta: 0:55:03, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8267, decode.acc_seg: 70.1695, loss: 0.8267 2024-01-03 22:16:33,683 - mmseg - INFO - Iter [7850/40000] lr: 8.038e-04, eta: 0:54:58, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8023, decode.acc_seg: 71.1696, loss: 0.8023 2024-01-03 22:16:38,700 - mmseg - INFO - Iter [7900/40000] lr: 8.025e-04, eta: 0:54:52, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8335, decode.acc_seg: 70.4623, loss: 0.8335 2024-01-03 22:16:43,710 - mmseg - INFO - Iter [7950/40000] lr: 8.013e-04, eta: 0:54:46, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8245, decode.acc_seg: 70.7090, loss: 0.8245 2024-01-03 22:16:48,720 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:16:48,720 - mmseg - INFO - Iter [8000/40000] lr: 8.000e-04, eta: 0:54:41, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8251, decode.acc_seg: 70.1305, loss: 0.8251 2024-01-03 22:16:53,914 - mmseg - INFO - Iter [8050/40000] lr: 7.988e-04, eta: 0:54:36, time: 0.104, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8176, decode.acc_seg: 71.1655, loss: 0.8176 2024-01-03 22:16:58,935 - mmseg - INFO - Iter [8100/40000] lr: 7.975e-04, eta: 0:54:30, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8368, decode.acc_seg: 70.1639, loss: 0.8368 2024-01-03 22:17:03,954 - mmseg - INFO - Iter [8150/40000] lr: 7.963e-04, eta: 0:54:25, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8180, decode.acc_seg: 70.7615, loss: 0.8180 2024-01-03 22:17:08,970 - mmseg - INFO - Iter [8200/40000] lr: 7.950e-04, eta: 0:54:19, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8353, decode.acc_seg: 70.0522, loss: 0.8353 2024-01-03 22:17:13,991 - mmseg - INFO - Iter [8250/40000] lr: 7.938e-04, eta: 0:54:14, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8112, decode.acc_seg: 70.9265, loss: 0.8112 2024-01-03 22:17:19,002 - mmseg - INFO - Iter [8300/40000] lr: 7.925e-04, eta: 0:54:08, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8359, decode.acc_seg: 70.1947, loss: 0.8359 2024-01-03 22:17:24,008 - mmseg - INFO - Iter [8350/40000] lr: 7.913e-04, eta: 0:54:03, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8557, decode.acc_seg: 69.9780, loss: 0.8557 2024-01-03 22:17:29,027 - mmseg - INFO - Iter [8400/40000] lr: 7.900e-04, eta: 0:53:57, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8394, decode.acc_seg: 70.4220, loss: 0.8394 2024-01-03 22:17:34,225 - mmseg - INFO - Iter [8450/40000] lr: 7.888e-04, eta: 0:53:52, time: 0.104, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8162, decode.acc_seg: 71.2452, loss: 0.8162 2024-01-03 22:17:39,242 - mmseg - INFO - Iter [8500/40000] lr: 7.875e-04, eta: 0:53:47, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8557, decode.acc_seg: 69.5423, loss: 0.8557 2024-01-03 22:17:44,268 - mmseg - INFO - Iter [8550/40000] lr: 7.863e-04, eta: 0:53:41, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8179, decode.acc_seg: 70.5598, loss: 0.8179 2024-01-03 22:17:49,278 - mmseg - INFO - Iter [8600/40000] lr: 7.850e-04, eta: 0:53:36, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8528, decode.acc_seg: 69.6316, loss: 0.8528 2024-01-03 22:17:54,298 - mmseg - INFO - Iter [8650/40000] lr: 7.838e-04, eta: 0:53:30, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8469, decode.acc_seg: 69.6882, loss: 0.8469 2024-01-03 22:17:59,315 - mmseg - INFO - Iter [8700/40000] lr: 7.825e-04, eta: 0:53:25, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8208, decode.acc_seg: 69.9439, loss: 0.8208 2024-01-03 22:18:04,331 - mmseg - INFO - Iter [8750/40000] lr: 7.813e-04, eta: 0:53:19, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8282, decode.acc_seg: 70.0371, loss: 0.8282 2024-01-03 22:18:09,351 - mmseg - INFO - Iter [8800/40000] lr: 7.800e-04, eta: 0:53:14, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8509, decode.acc_seg: 69.5004, loss: 0.8509 2024-01-03 22:18:16,570 - mmseg - INFO - Iter [8850/40000] lr: 7.788e-04, eta: 0:53:16, time: 0.144, data_time: 0.046, memory: 1398, decode.loss_ce: 0.8135, decode.acc_seg: 71.0477, loss: 0.8135 2024-01-03 22:18:21,586 - mmseg - INFO - Iter [8900/40000] lr: 7.775e-04, eta: 0:53:11, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8055, decode.acc_seg: 71.1786, loss: 0.8055 2024-01-03 22:18:26,604 - mmseg - INFO - Iter [8950/40000] lr: 7.763e-04, eta: 0:53:05, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8291, decode.acc_seg: 70.4792, loss: 0.8291 2024-01-03 22:18:31,623 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:18:31,623 - mmseg - INFO - Iter [9000/40000] lr: 7.750e-04, eta: 0:53:00, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8341, decode.acc_seg: 69.5950, loss: 0.8341 2024-01-03 22:18:36,643 - mmseg - INFO - Iter [9050/40000] lr: 7.738e-04, eta: 0:52:54, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7777, decode.acc_seg: 71.8076, loss: 0.7777 2024-01-03 22:18:41,658 - mmseg - INFO - Iter [9100/40000] lr: 7.725e-04, eta: 0:52:49, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8058, decode.acc_seg: 71.3229, loss: 0.8058 2024-01-03 22:18:46,675 - mmseg - INFO - Iter [9150/40000] lr: 7.713e-04, eta: 0:52:43, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8424, decode.acc_seg: 69.6451, loss: 0.8424 2024-01-03 22:18:51,682 - mmseg - INFO - Iter [9200/40000] lr: 7.700e-04, eta: 0:52:37, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7873, decode.acc_seg: 71.0545, loss: 0.7873 2024-01-03 22:18:56,698 - mmseg - INFO - Iter [9250/40000] lr: 7.688e-04, eta: 0:52:32, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8053, decode.acc_seg: 71.2008, loss: 0.8053 2024-01-03 22:19:01,714 - mmseg - INFO - Iter [9300/40000] lr: 7.675e-04, eta: 0:52:27, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8405, decode.acc_seg: 70.0565, loss: 0.8405 2024-01-03 22:19:06,731 - mmseg - INFO - Iter [9350/40000] lr: 7.663e-04, eta: 0:52:21, time: 0.100, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7991, decode.acc_seg: 71.8961, loss: 0.7991 2024-01-03 22:19:11,852 - mmseg - INFO - Iter [9400/40000] lr: 7.650e-04, eta: 0:52:16, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8325, decode.acc_seg: 70.2353, loss: 0.8325 2024-01-03 22:19:16,868 - mmseg - INFO - Iter [9450/40000] lr: 7.638e-04, eta: 0:52:10, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7925, decode.acc_seg: 70.9171, loss: 0.7925 2024-01-03 22:19:21,888 - mmseg - INFO - Iter [9500/40000] lr: 7.625e-04, eta: 0:52:05, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7871, decode.acc_seg: 70.9783, loss: 0.7871 2024-01-03 22:19:26,904 - mmseg - INFO - Iter [9550/40000] lr: 7.613e-04, eta: 0:51:59, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7983, decode.acc_seg: 70.7749, loss: 0.7983 2024-01-03 22:19:31,907 - mmseg - INFO - Iter [9600/40000] lr: 7.600e-04, eta: 0:51:54, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7870, decode.acc_seg: 71.4723, loss: 0.7870 2024-01-03 22:19:36,924 - mmseg - INFO - Iter [9650/40000] lr: 7.588e-04, eta: 0:51:49, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8107, decode.acc_seg: 70.9404, loss: 0.8107 2024-01-03 22:19:41,942 - mmseg - INFO - Iter [9700/40000] lr: 7.575e-04, eta: 0:51:43, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8341, decode.acc_seg: 70.1657, loss: 0.8341 2024-01-03 22:19:46,960 - mmseg - INFO - Iter [9750/40000] lr: 7.563e-04, eta: 0:51:38, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8693, decode.acc_seg: 69.4120, loss: 0.8693 2024-01-03 22:19:52,094 - mmseg - INFO - Iter [9800/40000] lr: 7.550e-04, eta: 0:51:33, time: 0.103, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8138, decode.acc_seg: 70.7380, loss: 0.8138 2024-01-03 22:19:57,112 - mmseg - INFO - Iter [9850/40000] lr: 7.538e-04, eta: 0:51:27, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8307, decode.acc_seg: 69.5872, loss: 0.8307 2024-01-03 22:20:02,338 - mmseg - INFO - Iter [9900/40000] lr: 7.525e-04, eta: 0:51:22, time: 0.105, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7956, decode.acc_seg: 71.6128, loss: 0.7956 2024-01-03 22:20:07,352 - mmseg - INFO - Iter [9950/40000] lr: 7.513e-04, eta: 0:51:17, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8165, decode.acc_seg: 70.3850, loss: 0.8165 2024-01-03 22:20:12,327 - mmseg - INFO - Saving checkpoint at 10000 iterations 2024-01-03 22:20:12,380 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:20:12,380 - mmseg - INFO - Iter [10000/40000] lr: 7.500e-04, eta: 0:51:12, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8369, decode.acc_seg: 70.6553, loss: 0.8369 2024-01-03 22:20:51,295 - mmseg - INFO - per class results: 2024-01-03 22:20:51,301 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 61.74 | 76.91 | | building | 75.51 | 89.71 | | sky | 88.38 | 94.0 | | floor | 67.78 | 79.96 | | tree | 65.2 | 82.35 | | ceiling | 68.4 | 80.38 | | road | 73.38 | 86.54 | | bed | 74.65 | 90.52 | | windowpane | 46.32 | 70.63 | | grass | 62.61 | 82.4 | | cabinet | 43.51 | 55.98 | | sidewalk | 44.83 | 57.5 | | person | 68.35 | 84.34 | | earth | 31.22 | 43.34 | | door | 22.83 | 28.86 | | table | 37.36 | 57.11 | | mountain | 48.48 | 66.86 | | plant | 39.52 | 50.23 | | curtain | 52.85 | 71.23 | | chair | 37.31 | 50.3 | | car | 71.82 | 86.64 | | water | 52.35 | 72.47 | | painting | 48.83 | 73.03 | | sofa | 46.23 | 61.42 | | shelf | 30.51 | 48.63 | | house | 46.51 | 71.5 | | sea | 56.41 | 80.0 | | mirror | 29.65 | 38.53 | | rug | 43.59 | 57.72 | | field | 30.56 | 44.86 | | armchair | 23.03 | 50.41 | | seat | 46.07 | 66.92 | | fence | 31.06 | 41.11 | | desk | 27.26 | 40.76 | | rock | 46.24 | 72.8 | | wardrobe | 38.52 | 61.65 | | lamp | 37.33 | 53.53 | | bathtub | 50.89 | 60.6 | | railing | 27.97 | 44.98 | | cushion | 38.67 | 51.18 | | base | 14.01 | 30.09 | | box | 14.39 | 18.93 | | column | 30.27 | 37.6 | | signboard | 25.42 | 33.1 | | chest of drawers | 26.64 | 45.29 | | counter | 26.0 | 37.0 | | sand | 36.95 | 49.55 | | sink | 49.09 | 54.24 | | skyscraper | 52.32 | 64.81 | | fireplace | 45.08 | 60.74 | | refrigerator | 45.92 | 58.19 | | grandstand | 38.74 | 67.78 | | path | 14.34 | 19.02 | | stairs | 10.87 | 12.23 | | runway | 64.05 | 90.94 | | case | 44.72 | 57.18 | | pool table | 80.01 | 92.38 | | pillow | 36.8 | 44.91 | | screen door | 30.47 | 35.04 | | stairway | 28.85 | 48.51 | | river | 14.27 | 19.26 | | bridge | 44.23 | 65.99 | | bookcase | 35.65 | 56.2 | | blind | 28.03 | 35.85 | | coffee table | 41.32 | 67.44 | | toilet | 63.26 | 84.25 | | flower | 29.71 | 46.53 | | book | 36.64 | 45.83 | | hill | 1.95 | 2.35 | | bench | 36.03 | 51.15 | | countertop | 39.14 | 54.15 | | stove | 47.87 | 61.68 | | palm | 43.1 | 55.45 | | kitchen island | 23.9 | 55.25 | | computer | 57.4 | 87.27 | | swivel chair | 31.4 | 59.8 | | boat | 43.07 | 74.51 | | bar | 13.3 | 15.65 | | arcade machine | 31.99 | 36.58 | | hovel | 16.98 | 17.53 | | bus | 72.47 | 87.94 | | towel | 36.82 | 54.54 | | light | 29.11 | 33.67 | | truck | 15.85 | 24.55 | | tower | 20.8 | 42.3 | | chandelier | 46.2 | 53.49 | | awning | 22.54 | 26.59 | | streetlight | 11.39 | 13.4 | | booth | 36.36 | 64.19 | | television receiver | 39.29 | 45.65 | | airplane | 50.02 | 58.12 | | dirt track | 0.22 | 1.26 | | apparel | 28.1 | 34.95 | | pole | 12.11 | 15.66 | | land | 0.0 | 0.0 | | bannister | 12.4 | 17.53 | | escalator | 43.76 | 72.54 | | ottoman | 9.23 | 12.57 | | bottle | 21.04 | 25.36 | | buffet | 31.08 | 60.11 | | poster | 20.48 | 28.74 | | stage | 6.91 | 18.41 | | van | 25.98 | 30.95 | | ship | 8.03 | 11.07 | | fountain | 15.59 | 18.2 | | conveyer belt | 53.26 | 90.16 | | canopy | 10.73 | 12.21 | | washer | 67.49 | 82.22 | | plaything | 13.75 | 22.69 | | swimming pool | 53.5 | 66.01 | | stool | 18.47 | 23.56 | | barrel | 6.31 | 17.32 | | basket | 24.47 | 28.01 | | waterfall | 45.02 | 49.53 | | tent | 79.07 | 98.52 | | bag | 8.21 | 10.33 | | minibike | 54.42 | 75.43 | | cradle | 48.22 | 83.23 | | oven | 2.22 | 2.49 | | ball | 35.58 | 45.05 | | food | 44.91 | 54.16 | | step | 0.13 | 0.14 | | tank | 36.55 | 56.31 | | trade name | 9.26 | 9.74 | | microwave | 56.07 | 78.52 | | pot | 17.69 | 20.16 | | animal | 58.82 | 64.05 | | bicycle | 47.37 | 73.41 | | lake | 56.71 | 70.21 | | dishwasher | 27.13 | 32.94 | | screen | 30.54 | 46.64 | | blanket | 0.58 | 0.63 | | sculpture | 37.11 | 63.89 | | hood | 34.18 | 38.34 | | sconce | 14.37 | 16.34 | | vase | 13.41 | 21.25 | | traffic light | 23.16 | 31.15 | | tray | 3.61 | 4.12 | | ashcan | 24.36 | 30.67 | | fan | 40.73 | 69.69 | | pier | 33.62 | 49.13 | | crt screen | 1.74 | 5.64 | | plate | 21.22 | 23.41 | | monitor | 2.28 | 2.42 | | bulletin board | 28.65 | 37.05 | | shower | 0.31 | 2.38 | | radiator | 44.23 | 51.27 | | glass | 3.92 | 4.01 | | clock | 8.0 | 9.5 | | flag | 28.24 | 33.11 | +---------------------+-------+-------+ 2024-01-03 22:20:51,301 - mmseg - INFO - Summary: 2024-01-03 22:20:51,301 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 73.75 | 34.76 | 47.25 | +-------+-------+-------+ 2024-01-03 22:20:51,302 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:20:51,302 - mmseg - INFO - Iter(val) [250] aAcc: 0.7375, mIoU: 0.3476, mAcc: 0.4725, IoU.wall: 0.6174, IoU.building: 0.7551, IoU.sky: 0.8838, IoU.floor: 0.6778, IoU.tree: 0.6520, IoU.ceiling: 0.6840, IoU.road: 0.7338, IoU.bed : 0.7465, IoU.windowpane: 0.4632, IoU.grass: 0.6261, IoU.cabinet: 0.4351, IoU.sidewalk: 0.4483, IoU.person: 0.6835, IoU.earth: 0.3122, IoU.door: 0.2283, IoU.table: 0.3736, IoU.mountain: 0.4848, IoU.plant: 0.3952, IoU.curtain: 0.5285, IoU.chair: 0.3731, IoU.car: 0.7182, IoU.water: 0.5235, IoU.painting: 0.4883, IoU.sofa: 0.4623, IoU.shelf: 0.3051, IoU.house: 0.4651, IoU.sea: 0.5641, IoU.mirror: 0.2965, IoU.rug: 0.4359, IoU.field: 0.3056, IoU.armchair: 0.2303, IoU.seat: 0.4607, IoU.fence: 0.3106, IoU.desk: 0.2726, IoU.rock: 0.4624, IoU.wardrobe: 0.3852, IoU.lamp: 0.3733, IoU.bathtub: 0.5089, IoU.railing: 0.2797, IoU.cushion: 0.3867, IoU.base: 0.1401, IoU.box: 0.1439, IoU.column: 0.3027, IoU.signboard: 0.2542, IoU.chest of drawers: 0.2664, IoU.counter: 0.2600, IoU.sand: 0.3695, IoU.sink: 0.4909, IoU.skyscraper: 0.5232, IoU.fireplace: 0.4508, IoU.refrigerator: 0.4592, IoU.grandstand: 0.3874, IoU.path: 0.1434, IoU.stairs: 0.1087, IoU.runway: 0.6405, IoU.case: 0.4472, IoU.pool table: 0.8001, IoU.pillow: 0.3680, IoU.screen door: 0.3047, IoU.stairway: 0.2885, IoU.river: 0.1427, IoU.bridge: 0.4423, IoU.bookcase: 0.3565, IoU.blind: 0.2803, IoU.coffee table: 0.4132, IoU.toilet: 0.6326, IoU.flower: 0.2971, IoU.book: 0.3664, IoU.hill: 0.0195, IoU.bench: 0.3603, IoU.countertop: 0.3914, IoU.stove: 0.4787, IoU.palm: 0.4310, IoU.kitchen island: 0.2390, IoU.computer: 0.5740, IoU.swivel chair: 0.3140, IoU.boat: 0.4307, IoU.bar: 0.1330, IoU.arcade machine: 0.3199, IoU.hovel: 0.1698, IoU.bus: 0.7247, IoU.towel: 0.3682, IoU.light: 0.2911, IoU.truck: 0.1585, IoU.tower: 0.2080, IoU.chandelier: 0.4620, IoU.awning: 0.2254, IoU.streetlight: 0.1139, IoU.booth: 0.3636, IoU.television receiver: 0.3929, IoU.airplane: 0.5002, IoU.dirt track: 0.0022, IoU.apparel: 0.2810, IoU.pole: 0.1211, IoU.land: 0.0000, IoU.bannister: 0.1240, IoU.escalator: 0.4376, IoU.ottoman: 0.0923, IoU.bottle: 0.2104, IoU.buffet: 0.3108, IoU.poster: 0.2048, IoU.stage: 0.0691, IoU.van: 0.2598, IoU.ship: 0.0803, IoU.fountain: 0.1559, IoU.conveyer belt: 0.5326, IoU.canopy: 0.1073, IoU.washer: 0.6749, IoU.plaything: 0.1375, IoU.swimming pool: 0.5350, IoU.stool: 0.1847, IoU.barrel: 0.0631, IoU.basket: 0.2447, IoU.waterfall: 0.4502, IoU.tent: 0.7907, IoU.bag: 0.0821, IoU.minibike: 0.5442, IoU.cradle: 0.4822, IoU.oven: 0.0222, IoU.ball: 0.3558, IoU.food: 0.4491, IoU.step: 0.0013, IoU.tank: 0.3655, IoU.trade name: 0.0926, IoU.microwave: 0.5607, IoU.pot: 0.1769, IoU.animal: 0.5882, IoU.bicycle: 0.4737, IoU.lake: 0.5671, IoU.dishwasher: 0.2713, IoU.screen: 0.3054, IoU.blanket: 0.0058, IoU.sculpture: 0.3711, IoU.hood: 0.3418, IoU.sconce: 0.1437, IoU.vase: 0.1341, IoU.traffic light: 0.2316, IoU.tray: 0.0361, IoU.ashcan: 0.2436, IoU.fan: 0.4073, IoU.pier: 0.3362, IoU.crt screen: 0.0174, IoU.plate: 0.2122, IoU.monitor: 0.0228, IoU.bulletin board: 0.2865, IoU.shower: 0.0031, IoU.radiator: 0.4423, IoU.glass: 0.0392, IoU.clock: 0.0800, IoU.flag: 0.2824, Acc.wall: 0.7691, Acc.building: 0.8971, Acc.sky: 0.9400, Acc.floor: 0.7996, Acc.tree: 0.8235, Acc.ceiling: 0.8038, Acc.road: 0.8654, Acc.bed : 0.9052, Acc.windowpane: 0.7063, Acc.grass: 0.8240, Acc.cabinet: 0.5598, Acc.sidewalk: 0.5750, Acc.person: 0.8434, Acc.earth: 0.4334, Acc.door: 0.2886, Acc.table: 0.5711, Acc.mountain: 0.6686, Acc.plant: 0.5023, Acc.curtain: 0.7123, Acc.chair: 0.5030, Acc.car: 0.8664, Acc.water: 0.7247, Acc.painting: 0.7303, Acc.sofa: 0.6142, Acc.shelf: 0.4863, Acc.house: 0.7150, Acc.sea: 0.8000, Acc.mirror: 0.3853, Acc.rug: 0.5772, Acc.field: 0.4486, Acc.armchair: 0.5041, Acc.seat: 0.6692, Acc.fence: 0.4111, Acc.desk: 0.4076, Acc.rock: 0.7280, Acc.wardrobe: 0.6165, Acc.lamp: 0.5353, Acc.bathtub: 0.6060, Acc.railing: 0.4498, Acc.cushion: 0.5118, Acc.base: 0.3009, Acc.box: 0.1893, Acc.column: 0.3760, Acc.signboard: 0.3310, Acc.chest of drawers: 0.4529, Acc.counter: 0.3700, Acc.sand: 0.4955, Acc.sink: 0.5424, Acc.skyscraper: 0.6481, Acc.fireplace: 0.6074, Acc.refrigerator: 0.5819, Acc.grandstand: 0.6778, Acc.path: 0.1902, Acc.stairs: 0.1223, Acc.runway: 0.9094, Acc.case: 0.5718, Acc.pool table: 0.9238, Acc.pillow: 0.4491, Acc.screen door: 0.3504, Acc.stairway: 0.4851, Acc.river: 0.1926, Acc.bridge: 0.6599, Acc.bookcase: 0.5620, Acc.blind: 0.3585, Acc.coffee table: 0.6744, Acc.toilet: 0.8425, Acc.flower: 0.4653, Acc.book: 0.4583, Acc.hill: 0.0235, Acc.bench: 0.5115, Acc.countertop: 0.5415, Acc.stove: 0.6168, Acc.palm: 0.5545, Acc.kitchen island: 0.5525, Acc.computer: 0.8727, Acc.swivel chair: 0.5980, Acc.boat: 0.7451, Acc.bar: 0.1565, Acc.arcade machine: 0.3658, Acc.hovel: 0.1753, Acc.bus: 0.8794, Acc.towel: 0.5454, Acc.light: 0.3367, Acc.truck: 0.2455, Acc.tower: 0.4230, Acc.chandelier: 0.5349, Acc.awning: 0.2659, Acc.streetlight: 0.1340, Acc.booth: 0.6419, Acc.television receiver: 0.4565, Acc.airplane: 0.5812, Acc.dirt track: 0.0126, Acc.apparel: 0.3495, Acc.pole: 0.1566, Acc.land: 0.0000, Acc.bannister: 0.1753, Acc.escalator: 0.7254, Acc.ottoman: 0.1257, Acc.bottle: 0.2536, Acc.buffet: 0.6011, Acc.poster: 0.2874, Acc.stage: 0.1841, Acc.van: 0.3095, Acc.ship: 0.1107, Acc.fountain: 0.1820, Acc.conveyer belt: 0.9016, Acc.canopy: 0.1221, Acc.washer: 0.8222, Acc.plaything: 0.2269, Acc.swimming pool: 0.6601, Acc.stool: 0.2356, Acc.barrel: 0.1732, Acc.basket: 0.2801, Acc.waterfall: 0.4953, Acc.tent: 0.9852, Acc.bag: 0.1033, Acc.minibike: 0.7543, Acc.cradle: 0.8323, Acc.oven: 0.0249, Acc.ball: 0.4505, Acc.food: 0.5416, Acc.step: 0.0014, Acc.tank: 0.5631, Acc.trade name: 0.0974, Acc.microwave: 0.7852, Acc.pot: 0.2016, Acc.animal: 0.6405, Acc.bicycle: 0.7341, Acc.lake: 0.7021, Acc.dishwasher: 0.3294, Acc.screen: 0.4664, Acc.blanket: 0.0063, Acc.sculpture: 0.6389, Acc.hood: 0.3834, Acc.sconce: 0.1634, Acc.vase: 0.2125, Acc.traffic light: 0.3115, Acc.tray: 0.0412, Acc.ashcan: 0.3067, Acc.fan: 0.6969, Acc.pier: 0.4913, Acc.crt screen: 0.0564, Acc.plate: 0.2341, Acc.monitor: 0.0242, Acc.bulletin board: 0.3705, Acc.shower: 0.0238, Acc.radiator: 0.5127, Acc.glass: 0.0401, Acc.clock: 0.0950, Acc.flag: 0.3311 2024-01-03 22:20:56,302 - mmseg - INFO - Iter [10050/40000] lr: 7.488e-04, eta: 0:53:02, time: 0.878, data_time: 0.781, memory: 3301, decode.loss_ce: 0.8151, decode.acc_seg: 70.4955, loss: 0.8151 2024-01-03 22:21:01,314 - mmseg - INFO - Iter [10100/40000] lr: 7.475e-04, eta: 0:52:56, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8248, decode.acc_seg: 70.5157, loss: 0.8248 2024-01-03 22:21:08,557 - mmseg - INFO - Iter [10150/40000] lr: 7.463e-04, eta: 0:52:56, time: 0.145, data_time: 0.047, memory: 3301, decode.loss_ce: 0.8905, decode.acc_seg: 68.6980, loss: 0.8905 2024-01-03 22:21:13,567 - mmseg - INFO - Iter [10200/40000] lr: 7.450e-04, eta: 0:52:50, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8002, decode.acc_seg: 71.0596, loss: 0.8002 2024-01-03 22:21:18,572 - mmseg - INFO - Iter [10250/40000] lr: 7.438e-04, eta: 0:52:44, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8269, decode.acc_seg: 70.6150, loss: 0.8269 2024-01-03 22:21:23,595 - mmseg - INFO - Iter [10300/40000] lr: 7.425e-04, eta: 0:52:38, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7948, decode.acc_seg: 71.1529, loss: 0.7948 2024-01-03 22:21:28,609 - mmseg - INFO - Iter [10350/40000] lr: 7.413e-04, eta: 0:52:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7866, decode.acc_seg: 70.4866, loss: 0.7866 2024-01-03 22:21:33,624 - mmseg - INFO - Iter [10400/40000] lr: 7.400e-04, eta: 0:52:25, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8033, decode.acc_seg: 71.0394, loss: 0.8033 2024-01-03 22:21:38,644 - mmseg - INFO - Iter [10450/40000] lr: 7.388e-04, eta: 0:52:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7909, decode.acc_seg: 70.7595, loss: 0.7909 2024-01-03 22:21:43,660 - mmseg - INFO - Iter [10500/40000] lr: 7.375e-04, eta: 0:52:13, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7908, decode.acc_seg: 71.1143, loss: 0.7908 2024-01-03 22:21:48,669 - mmseg - INFO - Iter [10550/40000] lr: 7.363e-04, eta: 0:52:07, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8084, decode.acc_seg: 71.0827, loss: 0.8084 2024-01-03 22:21:53,679 - mmseg - INFO - Iter [10600/40000] lr: 7.350e-04, eta: 0:52:01, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7685, decode.acc_seg: 71.9777, loss: 0.7685 2024-01-03 22:21:58,702 - mmseg - INFO - Iter [10650/40000] lr: 7.338e-04, eta: 0:51:54, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7940, decode.acc_seg: 71.0001, loss: 0.7940 2024-01-03 22:22:03,716 - mmseg - INFO - Iter [10700/40000] lr: 7.325e-04, eta: 0:51:48, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8408, decode.acc_seg: 69.7932, loss: 0.8408 2024-01-03 22:22:08,960 - mmseg - INFO - Iter [10750/40000] lr: 7.313e-04, eta: 0:51:43, time: 0.105, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7988, decode.acc_seg: 71.1001, loss: 0.7988 2024-01-03 22:22:13,976 - mmseg - INFO - Iter [10800/40000] lr: 7.300e-04, eta: 0:51:37, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7967, decode.acc_seg: 71.2755, loss: 0.7967 2024-01-03 22:22:18,990 - mmseg - INFO - Iter [10850/40000] lr: 7.288e-04, eta: 0:51:31, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.8044, decode.acc_seg: 70.6237, loss: 0.8044 2024-01-03 22:22:23,994 - mmseg - INFO - Iter [10900/40000] lr: 7.275e-04, eta: 0:51:25, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8173, decode.acc_seg: 70.0615, loss: 0.8173 2024-01-03 22:22:29,009 - mmseg - INFO - Iter [10950/40000] lr: 7.263e-04, eta: 0:51:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7971, decode.acc_seg: 71.3070, loss: 0.7971 2024-01-03 22:22:34,188 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:22:34,188 - mmseg - INFO - Iter [11000/40000] lr: 7.250e-04, eta: 0:51:13, time: 0.104, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7869, decode.acc_seg: 71.5411, loss: 0.7869 2024-01-03 22:22:39,216 - mmseg - INFO - Iter [11050/40000] lr: 7.238e-04, eta: 0:51:07, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7965, decode.acc_seg: 71.0753, loss: 0.7965 2024-01-03 22:22:44,243 - mmseg - INFO - Iter [11100/40000] lr: 7.225e-04, eta: 0:51:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8025, decode.acc_seg: 70.4279, loss: 0.8025 2024-01-03 22:22:49,269 - mmseg - INFO - Iter [11150/40000] lr: 7.213e-04, eta: 0:50:55, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7946, decode.acc_seg: 71.4103, loss: 0.7946 2024-01-03 22:22:54,299 - mmseg - INFO - Iter [11200/40000] lr: 7.200e-04, eta: 0:50:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8407, decode.acc_seg: 69.8808, loss: 0.8407 2024-01-03 22:22:59,324 - mmseg - INFO - Iter [11250/40000] lr: 7.188e-04, eta: 0:50:43, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8006, decode.acc_seg: 71.7154, loss: 0.8006 2024-01-03 22:23:04,498 - mmseg - INFO - Iter [11300/40000] lr: 7.175e-04, eta: 0:50:37, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8028, decode.acc_seg: 71.1565, loss: 0.8028 2024-01-03 22:23:09,517 - mmseg - INFO - Iter [11350/40000] lr: 7.163e-04, eta: 0:50:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8230, decode.acc_seg: 70.9235, loss: 0.8230 2024-01-03 22:23:16,774 - mmseg - INFO - Iter [11400/40000] lr: 7.150e-04, eta: 0:50:31, time: 0.145, data_time: 0.048, memory: 3301, decode.loss_ce: 0.7675, decode.acc_seg: 71.8632, loss: 0.7675 2024-01-03 22:23:21,789 - mmseg - INFO - Iter [11450/40000] lr: 7.138e-04, eta: 0:50:25, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8271, decode.acc_seg: 70.0831, loss: 0.8271 2024-01-03 22:23:26,809 - mmseg - INFO - Iter [11500/40000] lr: 7.125e-04, eta: 0:50:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8029, decode.acc_seg: 70.8401, loss: 0.8029 2024-01-03 22:23:31,829 - mmseg - INFO - Iter [11550/40000] lr: 7.113e-04, eta: 0:50:13, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7916, decode.acc_seg: 71.3655, loss: 0.7916 2024-01-03 22:23:36,845 - mmseg - INFO - Iter [11600/40000] lr: 7.100e-04, eta: 0:50:07, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8355, decode.acc_seg: 71.1077, loss: 0.8355 2024-01-03 22:23:41,863 - mmseg - INFO - Iter [11650/40000] lr: 7.088e-04, eta: 0:50:01, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7813, decode.acc_seg: 71.3166, loss: 0.7813 2024-01-03 22:23:46,866 - mmseg - INFO - Iter [11700/40000] lr: 7.075e-04, eta: 0:49:55, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8125, decode.acc_seg: 71.1526, loss: 0.8125 2024-01-03 22:23:51,884 - mmseg - INFO - Iter [11750/40000] lr: 7.063e-04, eta: 0:49:49, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7703, decode.acc_seg: 72.3432, loss: 0.7703 2024-01-03 22:23:56,903 - mmseg - INFO - Iter [11800/40000] lr: 7.050e-04, eta: 0:49:43, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7485, decode.acc_seg: 72.3537, loss: 0.7485 2024-01-03 22:24:01,917 - mmseg - INFO - Iter [11850/40000] lr: 7.038e-04, eta: 0:49:37, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7768, decode.acc_seg: 72.4016, loss: 0.7768 2024-01-03 22:24:06,921 - mmseg - INFO - Iter [11900/40000] lr: 7.025e-04, eta: 0:49:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7745, decode.acc_seg: 71.8958, loss: 0.7745 2024-01-03 22:24:11,937 - mmseg - INFO - Iter [11950/40000] lr: 7.013e-04, eta: 0:49:25, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8076, decode.acc_seg: 71.5971, loss: 0.8076 2024-01-03 22:24:16,957 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:24:16,957 - mmseg - INFO - Iter [12000/40000] lr: 7.000e-04, eta: 0:49:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8063, decode.acc_seg: 71.0667, loss: 0.8063 2024-01-03 22:24:21,974 - mmseg - INFO - Iter [12050/40000] lr: 6.988e-04, eta: 0:49:14, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8252, decode.acc_seg: 70.0884, loss: 0.8252 2024-01-03 22:24:26,994 - mmseg - INFO - Iter [12100/40000] lr: 6.975e-04, eta: 0:49:08, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7967, decode.acc_seg: 71.4610, loss: 0.7967 2024-01-03 22:24:32,011 - mmseg - INFO - Iter [12150/40000] lr: 6.963e-04, eta: 0:49:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8237, decode.acc_seg: 70.9421, loss: 0.8237 2024-01-03 22:24:37,029 - mmseg - INFO - Iter [12200/40000] lr: 6.950e-04, eta: 0:48:56, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7991, decode.acc_seg: 71.0942, loss: 0.7991 2024-01-03 22:24:42,049 - mmseg - INFO - Iter [12250/40000] lr: 6.938e-04, eta: 0:48:50, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8009, decode.acc_seg: 71.4568, loss: 0.8009 2024-01-03 22:24:47,070 - mmseg - INFO - Iter [12300/40000] lr: 6.925e-04, eta: 0:48:44, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8186, decode.acc_seg: 69.8601, loss: 0.8186 2024-01-03 22:24:52,085 - mmseg - INFO - Iter [12350/40000] lr: 6.913e-04, eta: 0:48:38, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8105, decode.acc_seg: 71.0451, loss: 0.8105 2024-01-03 22:24:57,106 - mmseg - INFO - Iter [12400/40000] lr: 6.900e-04, eta: 0:48:32, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8079, decode.acc_seg: 71.0556, loss: 0.8079 2024-01-03 22:25:02,241 - mmseg - INFO - Iter [12450/40000] lr: 6.888e-04, eta: 0:48:27, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8341, decode.acc_seg: 69.9332, loss: 0.8341 2024-01-03 22:25:07,257 - mmseg - INFO - Iter [12500/40000] lr: 6.875e-04, eta: 0:48:21, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8417, decode.acc_seg: 69.7280, loss: 0.8417 2024-01-03 22:25:12,277 - mmseg - INFO - Iter [12550/40000] lr: 6.863e-04, eta: 0:48:15, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7859, decode.acc_seg: 70.9145, loss: 0.7859 2024-01-03 22:25:17,295 - mmseg - INFO - Iter [12600/40000] lr: 6.850e-04, eta: 0:48:09, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8175, decode.acc_seg: 70.7295, loss: 0.8175 2024-01-03 22:25:24,529 - mmseg - INFO - Iter [12650/40000] lr: 6.838e-04, eta: 0:48:08, time: 0.145, data_time: 0.046, memory: 3301, decode.loss_ce: 0.8157, decode.acc_seg: 70.4192, loss: 0.8157 2024-01-03 22:25:29,548 - mmseg - INFO - Iter [12700/40000] lr: 6.825e-04, eta: 0:48:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8035, decode.acc_seg: 71.5040, loss: 0.8035 2024-01-03 22:25:34,565 - mmseg - INFO - Iter [12750/40000] lr: 6.813e-04, eta: 0:47:57, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7638, decode.acc_seg: 71.9972, loss: 0.7638 2024-01-03 22:25:39,572 - mmseg - INFO - Iter [12800/40000] lr: 6.800e-04, eta: 0:47:51, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7464, decode.acc_seg: 72.2969, loss: 0.7464 2024-01-03 22:25:44,608 - mmseg - INFO - Iter [12850/40000] lr: 6.788e-04, eta: 0:47:45, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.8144, decode.acc_seg: 71.0404, loss: 0.8144 2024-01-03 22:25:49,628 - mmseg - INFO - Iter [12900/40000] lr: 6.775e-04, eta: 0:47:39, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7543, decode.acc_seg: 72.2516, loss: 0.7543 2024-01-03 22:25:54,713 - mmseg - INFO - Iter [12950/40000] lr: 6.763e-04, eta: 0:47:33, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8001, decode.acc_seg: 70.3957, loss: 0.8001 2024-01-03 22:25:59,737 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:25:59,737 - mmseg - INFO - Iter [13000/40000] lr: 6.750e-04, eta: 0:47:28, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7878, decode.acc_seg: 71.1733, loss: 0.7878 2024-01-03 22:26:04,758 - mmseg - INFO - Iter [13050/40000] lr: 6.738e-04, eta: 0:47:22, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7594, decode.acc_seg: 71.9634, loss: 0.7594 2024-01-03 22:26:09,781 - mmseg - INFO - Iter [13100/40000] lr: 6.725e-04, eta: 0:47:16, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7719, decode.acc_seg: 71.7769, loss: 0.7719 2024-01-03 22:26:14,800 - mmseg - INFO - Iter [13150/40000] lr: 6.713e-04, eta: 0:47:10, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8118, decode.acc_seg: 70.7400, loss: 0.8118 2024-01-03 22:26:19,821 - mmseg - INFO - Iter [13200/40000] lr: 6.700e-04, eta: 0:47:05, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7486, decode.acc_seg: 72.2325, loss: 0.7486 2024-01-03 22:26:24,841 - mmseg - INFO - Iter [13250/40000] lr: 6.688e-04, eta: 0:46:59, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8401, decode.acc_seg: 70.1426, loss: 0.8401 2024-01-03 22:26:29,856 - mmseg - INFO - Iter [13300/40000] lr: 6.675e-04, eta: 0:46:53, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8327, decode.acc_seg: 69.8315, loss: 0.8327 2024-01-03 22:26:34,877 - mmseg - INFO - Iter [13350/40000] lr: 6.663e-04, eta: 0:46:47, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8323, decode.acc_seg: 70.2530, loss: 0.8323 2024-01-03 22:26:39,897 - mmseg - INFO - Iter [13400/40000] lr: 6.650e-04, eta: 0:46:41, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8225, decode.acc_seg: 70.3077, loss: 0.8225 2024-01-03 22:26:44,913 - mmseg - INFO - Iter [13450/40000] lr: 6.638e-04, eta: 0:46:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8014, decode.acc_seg: 70.8029, loss: 0.8014 2024-01-03 22:26:50,007 - mmseg - INFO - Iter [13500/40000] lr: 6.625e-04, eta: 0:46:30, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7752, decode.acc_seg: 71.8252, loss: 0.7752 2024-01-03 22:26:55,029 - mmseg - INFO - Iter [13550/40000] lr: 6.613e-04, eta: 0:46:24, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7938, decode.acc_seg: 71.0524, loss: 0.7938 2024-01-03 22:27:00,049 - mmseg - INFO - Iter [13600/40000] lr: 6.600e-04, eta: 0:46:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7955, decode.acc_seg: 72.0995, loss: 0.7955 2024-01-03 22:27:05,067 - mmseg - INFO - Iter [13650/40000] lr: 6.588e-04, eta: 0:46:13, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8031, decode.acc_seg: 70.7041, loss: 0.8031 2024-01-03 22:27:10,083 - mmseg - INFO - Iter [13700/40000] lr: 6.575e-04, eta: 0:46:07, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7916, decode.acc_seg: 71.2163, loss: 0.7916 2024-01-03 22:27:15,116 - mmseg - INFO - Iter [13750/40000] lr: 6.563e-04, eta: 0:46:01, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.8333, decode.acc_seg: 70.8296, loss: 0.8333 2024-01-03 22:27:20,136 - mmseg - INFO - Iter [13800/40000] lr: 6.550e-04, eta: 0:45:56, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8396, decode.acc_seg: 70.3384, loss: 0.8396 2024-01-03 22:27:25,159 - mmseg - INFO - Iter [13850/40000] lr: 6.538e-04, eta: 0:45:50, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7798, decode.acc_seg: 71.4516, loss: 0.7798 2024-01-03 22:27:32,471 - mmseg - INFO - Iter [13900/40000] lr: 6.525e-04, eta: 0:45:49, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.8106, decode.acc_seg: 71.6077, loss: 0.8106 2024-01-03 22:27:37,485 - mmseg - INFO - Iter [13950/40000] lr: 6.513e-04, eta: 0:45:43, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7524, decode.acc_seg: 71.9247, loss: 0.7524 2024-01-03 22:27:42,666 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:27:42,666 - mmseg - INFO - Iter [14000/40000] lr: 6.500e-04, eta: 0:45:37, time: 0.104, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7917, decode.acc_seg: 71.8423, loss: 0.7917 2024-01-03 22:27:47,687 - mmseg - INFO - Iter [14050/40000] lr: 6.488e-04, eta: 0:45:32, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7886, decode.acc_seg: 71.3140, loss: 0.7886 2024-01-03 22:27:52,693 - mmseg - INFO - Iter [14100/40000] lr: 6.475e-04, eta: 0:45:26, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7509, decode.acc_seg: 72.3407, loss: 0.7509 2024-01-03 22:27:57,709 - mmseg - INFO - Iter [14150/40000] lr: 6.463e-04, eta: 0:45:20, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8094, decode.acc_seg: 70.9194, loss: 0.8094 2024-01-03 22:28:02,730 - mmseg - INFO - Iter [14200/40000] lr: 6.450e-04, eta: 0:45:15, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7769, decode.acc_seg: 70.8299, loss: 0.7769 2024-01-03 22:28:07,746 - mmseg - INFO - Iter [14250/40000] lr: 6.438e-04, eta: 0:45:09, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7744, decode.acc_seg: 71.7553, loss: 0.7744 2024-01-03 22:28:12,766 - mmseg - INFO - Iter [14300/40000] lr: 6.425e-04, eta: 0:45:03, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7877, decode.acc_seg: 71.6304, loss: 0.7877 2024-01-03 22:28:17,790 - mmseg - INFO - Iter [14350/40000] lr: 6.413e-04, eta: 0:44:57, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8042, decode.acc_seg: 70.7436, loss: 0.8042 2024-01-03 22:28:23,010 - mmseg - INFO - Iter [14400/40000] lr: 6.400e-04, eta: 0:44:52, time: 0.104, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7726, decode.acc_seg: 71.9754, loss: 0.7726 2024-01-03 22:28:28,023 - mmseg - INFO - Iter [14450/40000] lr: 6.388e-04, eta: 0:44:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7971, decode.acc_seg: 71.2343, loss: 0.7971 2024-01-03 22:28:33,047 - mmseg - INFO - Iter [14500/40000] lr: 6.375e-04, eta: 0:44:41, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7882, decode.acc_seg: 70.7639, loss: 0.7882 2024-01-03 22:28:38,064 - mmseg - INFO - Iter [14550/40000] lr: 6.363e-04, eta: 0:44:35, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8027, decode.acc_seg: 71.1858, loss: 0.8027 2024-01-03 22:28:43,091 - mmseg - INFO - Iter [14600/40000] lr: 6.350e-04, eta: 0:44:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7886, decode.acc_seg: 71.6123, loss: 0.7886 2024-01-03 22:28:48,113 - mmseg - INFO - Iter [14650/40000] lr: 6.338e-04, eta: 0:44:24, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7938, decode.acc_seg: 70.9543, loss: 0.7938 2024-01-03 22:28:53,139 - mmseg - INFO - Iter [14700/40000] lr: 6.325e-04, eta: 0:44:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7986, decode.acc_seg: 71.7228, loss: 0.7986 2024-01-03 22:28:58,154 - mmseg - INFO - Iter [14750/40000] lr: 6.313e-04, eta: 0:44:12, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8215, decode.acc_seg: 70.9189, loss: 0.8215 2024-01-03 22:29:03,179 - mmseg - INFO - Iter [14800/40000] lr: 6.300e-04, eta: 0:44:07, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7902, decode.acc_seg: 70.8297, loss: 0.7902 2024-01-03 22:29:08,205 - mmseg - INFO - Iter [14850/40000] lr: 6.288e-04, eta: 0:44:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8084, decode.acc_seg: 70.6522, loss: 0.8084 2024-01-03 22:29:13,222 - mmseg - INFO - Iter [14900/40000] lr: 6.275e-04, eta: 0:43:56, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8261, decode.acc_seg: 70.0082, loss: 0.8261 2024-01-03 22:29:18,257 - mmseg - INFO - Iter [14950/40000] lr: 6.263e-04, eta: 0:43:50, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8081, decode.acc_seg: 70.7054, loss: 0.8081 2024-01-03 22:29:23,289 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:29:23,289 - mmseg - INFO - Iter [15000/40000] lr: 6.250e-04, eta: 0:43:44, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7979, decode.acc_seg: 70.8016, loss: 0.7979 2024-01-03 22:29:28,311 - mmseg - INFO - Iter [15050/40000] lr: 6.238e-04, eta: 0:43:39, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8062, decode.acc_seg: 71.1103, loss: 0.8062 2024-01-03 22:29:33,331 - mmseg - INFO - Iter [15100/40000] lr: 6.225e-04, eta: 0:43:33, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8337, decode.acc_seg: 69.8098, loss: 0.8337 2024-01-03 22:29:38,354 - mmseg - INFO - Iter [15150/40000] lr: 6.213e-04, eta: 0:43:27, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7983, decode.acc_seg: 70.8054, loss: 0.7983 2024-01-03 22:29:45,603 - mmseg - INFO - Iter [15200/40000] lr: 6.200e-04, eta: 0:43:25, time: 0.145, data_time: 0.047, memory: 3301, decode.loss_ce: 0.7724, decode.acc_seg: 72.2614, loss: 0.7724 2024-01-03 22:29:50,611 - mmseg - INFO - Iter [15250/40000] lr: 6.188e-04, eta: 0:43:20, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7397, decode.acc_seg: 73.2947, loss: 0.7397 2024-01-03 22:29:55,630 - mmseg - INFO - Iter [15300/40000] lr: 6.175e-04, eta: 0:43:14, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7921, decode.acc_seg: 71.4972, loss: 0.7921 2024-01-03 22:30:00,658 - mmseg - INFO - Iter [15350/40000] lr: 6.163e-04, eta: 0:43:09, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7717, decode.acc_seg: 71.4953, loss: 0.7717 2024-01-03 22:30:05,681 - mmseg - INFO - Iter [15400/40000] lr: 6.150e-04, eta: 0:43:03, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7662, decode.acc_seg: 72.1108, loss: 0.7662 2024-01-03 22:30:10,702 - mmseg - INFO - Iter [15450/40000] lr: 6.138e-04, eta: 0:42:57, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7852, decode.acc_seg: 71.3967, loss: 0.7852 2024-01-03 22:30:15,722 - mmseg - INFO - Iter [15500/40000] lr: 6.125e-04, eta: 0:42:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7665, decode.acc_seg: 72.0664, loss: 0.7665 2024-01-03 22:30:20,743 - mmseg - INFO - Iter [15550/40000] lr: 6.113e-04, eta: 0:42:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8019, decode.acc_seg: 71.6230, loss: 0.8019 2024-01-03 22:30:25,765 - mmseg - INFO - Iter [15600/40000] lr: 6.100e-04, eta: 0:42:40, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8175, decode.acc_seg: 70.5713, loss: 0.8175 2024-01-03 22:30:30,898 - mmseg - INFO - Iter [15650/40000] lr: 6.088e-04, eta: 0:42:35, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8163, decode.acc_seg: 70.4378, loss: 0.8163 2024-01-03 22:30:35,913 - mmseg - INFO - Iter [15700/40000] lr: 6.075e-04, eta: 0:42:29, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7821, decode.acc_seg: 70.9616, loss: 0.7821 2024-01-03 22:30:40,931 - mmseg - INFO - Iter [15750/40000] lr: 6.063e-04, eta: 0:42:24, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7843, decode.acc_seg: 72.1737, loss: 0.7843 2024-01-03 22:30:45,956 - mmseg - INFO - Iter [15800/40000] lr: 6.050e-04, eta: 0:42:18, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8057, decode.acc_seg: 71.1990, loss: 0.8057 2024-01-03 22:30:50,975 - mmseg - INFO - Iter [15850/40000] lr: 6.038e-04, eta: 0:42:13, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7932, decode.acc_seg: 70.9223, loss: 0.7932 2024-01-03 22:30:55,988 - mmseg - INFO - Iter [15900/40000] lr: 6.025e-04, eta: 0:42:07, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8053, decode.acc_seg: 70.5556, loss: 0.8053 2024-01-03 22:31:01,146 - mmseg - INFO - Iter [15950/40000] lr: 6.013e-04, eta: 0:42:02, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7840, decode.acc_seg: 71.3372, loss: 0.7840 2024-01-03 22:31:06,171 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:31:06,171 - mmseg - INFO - Iter [16000/40000] lr: 6.000e-04, eta: 0:41:56, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8287, decode.acc_seg: 70.1447, loss: 0.8287 2024-01-03 22:31:11,190 - mmseg - INFO - Iter [16050/40000] lr: 5.988e-04, eta: 0:41:51, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8002, decode.acc_seg: 71.1274, loss: 0.8002 2024-01-03 22:31:16,202 - mmseg - INFO - Iter [16100/40000] lr: 5.975e-04, eta: 0:41:45, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7895, decode.acc_seg: 71.3985, loss: 0.7895 2024-01-03 22:31:21,224 - mmseg - INFO - Iter [16150/40000] lr: 5.963e-04, eta: 0:41:39, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7679, decode.acc_seg: 71.5720, loss: 0.7679 2024-01-03 22:31:26,255 - mmseg - INFO - Iter [16200/40000] lr: 5.950e-04, eta: 0:41:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7875, decode.acc_seg: 71.1909, loss: 0.7875 2024-01-03 22:31:31,278 - mmseg - INFO - Iter [16250/40000] lr: 5.938e-04, eta: 0:41:28, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8377, decode.acc_seg: 70.2256, loss: 0.8377 2024-01-03 22:31:36,361 - mmseg - INFO - Iter [16300/40000] lr: 5.925e-04, eta: 0:41:23, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8115, decode.acc_seg: 70.9678, loss: 0.8115 2024-01-03 22:31:41,376 - mmseg - INFO - Iter [16350/40000] lr: 5.913e-04, eta: 0:41:17, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7840, decode.acc_seg: 72.2146, loss: 0.7840 2024-01-03 22:31:46,399 - mmseg - INFO - Iter [16400/40000] lr: 5.900e-04, eta: 0:41:12, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8313, decode.acc_seg: 70.9336, loss: 0.8313 2024-01-03 22:31:53,609 - mmseg - INFO - Iter [16450/40000] lr: 5.888e-04, eta: 0:41:09, time: 0.144, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7844, decode.acc_seg: 71.7688, loss: 0.7844 2024-01-03 22:31:58,614 - mmseg - INFO - Iter [16500/40000] lr: 5.875e-04, eta: 0:41:04, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7528, decode.acc_seg: 72.8079, loss: 0.7528 2024-01-03 22:32:03,630 - mmseg - INFO - Iter [16550/40000] lr: 5.863e-04, eta: 0:40:58, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7742, decode.acc_seg: 71.6048, loss: 0.7742 2024-01-03 22:32:08,650 - mmseg - INFO - Iter [16600/40000] lr: 5.850e-04, eta: 0:40:53, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7619, decode.acc_seg: 72.0735, loss: 0.7619 2024-01-03 22:32:13,669 - mmseg - INFO - Iter [16650/40000] lr: 5.838e-04, eta: 0:40:47, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7944, decode.acc_seg: 70.8589, loss: 0.7944 2024-01-03 22:32:18,686 - mmseg - INFO - Iter [16700/40000] lr: 5.825e-04, eta: 0:40:42, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7523, decode.acc_seg: 72.4135, loss: 0.7523 2024-01-03 22:32:23,707 - mmseg - INFO - Iter [16750/40000] lr: 5.813e-04, eta: 0:40:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8034, decode.acc_seg: 71.5924, loss: 0.8034 2024-01-03 22:32:28,722 - mmseg - INFO - Iter [16800/40000] lr: 5.800e-04, eta: 0:40:30, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8440, decode.acc_seg: 70.4329, loss: 0.8440 2024-01-03 22:32:33,741 - mmseg - INFO - Iter [16850/40000] lr: 5.788e-04, eta: 0:40:25, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7960, decode.acc_seg: 71.8968, loss: 0.7960 2024-01-03 22:32:38,760 - mmseg - INFO - Iter [16900/40000] lr: 5.775e-04, eta: 0:40:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7613, decode.acc_seg: 71.9658, loss: 0.7613 2024-01-03 22:32:43,778 - mmseg - INFO - Iter [16950/40000] lr: 5.763e-04, eta: 0:40:14, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8093, decode.acc_seg: 70.9589, loss: 0.8093 2024-01-03 22:32:48,798 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:32:48,798 - mmseg - INFO - Iter [17000/40000] lr: 5.750e-04, eta: 0:40:08, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7557, decode.acc_seg: 71.9238, loss: 0.7557 2024-01-03 22:32:53,816 - mmseg - INFO - Iter [17050/40000] lr: 5.738e-04, eta: 0:40:03, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8051, decode.acc_seg: 70.6980, loss: 0.8051 2024-01-03 22:32:58,836 - mmseg - INFO - Iter [17100/40000] lr: 5.725e-04, eta: 0:39:57, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8064, decode.acc_seg: 70.4328, loss: 0.8064 2024-01-03 22:33:03,852 - mmseg - INFO - Iter [17150/40000] lr: 5.713e-04, eta: 0:39:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7717, decode.acc_seg: 72.4290, loss: 0.7717 2024-01-03 22:33:08,869 - mmseg - INFO - Iter [17200/40000] lr: 5.700e-04, eta: 0:39:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7884, decode.acc_seg: 71.3490, loss: 0.7884 2024-01-03 22:33:13,904 - mmseg - INFO - Iter [17250/40000] lr: 5.688e-04, eta: 0:39:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8095, decode.acc_seg: 71.1475, loss: 0.8095 2024-01-03 22:33:18,910 - mmseg - INFO - Iter [17300/40000] lr: 5.675e-04, eta: 0:39:35, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7919, decode.acc_seg: 70.7597, loss: 0.7919 2024-01-03 22:33:23,928 - mmseg - INFO - Iter [17350/40000] lr: 5.663e-04, eta: 0:39:30, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8042, decode.acc_seg: 71.1331, loss: 0.8042 2024-01-03 22:33:28,944 - mmseg - INFO - Iter [17400/40000] lr: 5.650e-04, eta: 0:39:24, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8029, decode.acc_seg: 70.8251, loss: 0.8029 2024-01-03 22:33:33,957 - mmseg - INFO - Iter [17450/40000] lr: 5.638e-04, eta: 0:39:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7842, decode.acc_seg: 71.5923, loss: 0.7842 2024-01-03 22:33:39,175 - mmseg - INFO - Iter [17500/40000] lr: 5.625e-04, eta: 0:39:13, time: 0.104, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7738, decode.acc_seg: 71.7224, loss: 0.7738 2024-01-03 22:33:44,192 - mmseg - INFO - Iter [17550/40000] lr: 5.613e-04, eta: 0:39:08, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7511, decode.acc_seg: 72.5037, loss: 0.7511 2024-01-03 22:33:49,202 - mmseg - INFO - Iter [17600/40000] lr: 5.600e-04, eta: 0:39:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7689, decode.acc_seg: 71.1146, loss: 0.7689 2024-01-03 22:33:54,217 - mmseg - INFO - Iter [17650/40000] lr: 5.588e-04, eta: 0:38:57, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7942, decode.acc_seg: 71.1209, loss: 0.7942 2024-01-03 22:34:01,547 - mmseg - INFO - Iter [17700/40000] lr: 5.575e-04, eta: 0:38:54, time: 0.147, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7751, decode.acc_seg: 71.9362, loss: 0.7751 2024-01-03 22:34:06,556 - mmseg - INFO - Iter [17750/40000] lr: 5.563e-04, eta: 0:38:49, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7581, decode.acc_seg: 72.4543, loss: 0.7581 2024-01-03 22:34:11,721 - mmseg - INFO - Iter [17800/40000] lr: 5.550e-04, eta: 0:38:43, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7795, decode.acc_seg: 72.3115, loss: 0.7795 2024-01-03 22:34:16,739 - mmseg - INFO - Iter [17850/40000] lr: 5.538e-04, eta: 0:38:38, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7539, decode.acc_seg: 72.3663, loss: 0.7539 2024-01-03 22:34:21,751 - mmseg - INFO - Iter [17900/40000] lr: 5.525e-04, eta: 0:38:32, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7743, decode.acc_seg: 71.6194, loss: 0.7743 2024-01-03 22:34:26,778 - mmseg - INFO - Iter [17950/40000] lr: 5.513e-04, eta: 0:38:27, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7795, decode.acc_seg: 72.2403, loss: 0.7795 2024-01-03 22:34:31,800 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:34:31,800 - mmseg - INFO - Iter [18000/40000] lr: 5.500e-04, eta: 0:38:21, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7685, decode.acc_seg: 72.1440, loss: 0.7685 2024-01-03 22:34:36,823 - mmseg - INFO - Iter [18050/40000] lr: 5.488e-04, eta: 0:38:16, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7661, decode.acc_seg: 71.9159, loss: 0.7661 2024-01-03 22:34:41,841 - mmseg - INFO - Iter [18100/40000] lr: 5.475e-04, eta: 0:38:10, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7947, decode.acc_seg: 71.0983, loss: 0.7947 2024-01-03 22:34:46,862 - mmseg - INFO - Iter [18150/40000] lr: 5.463e-04, eta: 0:38:05, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7729, decode.acc_seg: 71.5191, loss: 0.7729 2024-01-03 22:34:51,879 - mmseg - INFO - Iter [18200/40000] lr: 5.450e-04, eta: 0:37:59, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7886, decode.acc_seg: 71.7947, loss: 0.7886 2024-01-03 22:34:56,895 - mmseg - INFO - Iter [18250/40000] lr: 5.438e-04, eta: 0:37:54, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7516, decode.acc_seg: 72.2293, loss: 0.7516 2024-01-03 22:35:01,914 - mmseg - INFO - Iter [18300/40000] lr: 5.425e-04, eta: 0:37:49, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7804, decode.acc_seg: 71.7939, loss: 0.7804 2024-01-03 22:35:06,932 - mmseg - INFO - Iter [18350/40000] lr: 5.413e-04, eta: 0:37:43, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8279, decode.acc_seg: 69.8291, loss: 0.8279 2024-01-03 22:35:11,964 - mmseg - INFO - Iter [18400/40000] lr: 5.400e-04, eta: 0:37:38, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7662, decode.acc_seg: 71.9599, loss: 0.7662 2024-01-03 22:35:17,299 - mmseg - INFO - Iter [18450/40000] lr: 5.388e-04, eta: 0:37:32, time: 0.107, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7880, decode.acc_seg: 71.4993, loss: 0.7880 2024-01-03 22:35:22,326 - mmseg - INFO - Iter [18500/40000] lr: 5.375e-04, eta: 0:37:27, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7998, decode.acc_seg: 70.3812, loss: 0.7998 2024-01-03 22:35:27,476 - mmseg - INFO - Iter [18550/40000] lr: 5.363e-04, eta: 0:37:22, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7940, decode.acc_seg: 71.2705, loss: 0.7940 2024-01-03 22:35:32,490 - mmseg - INFO - Iter [18600/40000] lr: 5.350e-04, eta: 0:37:16, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7899, decode.acc_seg: 71.0861, loss: 0.7899 2024-01-03 22:35:37,513 - mmseg - INFO - Iter [18650/40000] lr: 5.338e-04, eta: 0:37:11, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7906, decode.acc_seg: 70.7103, loss: 0.7906 2024-01-03 22:35:42,526 - mmseg - INFO - Iter [18700/40000] lr: 5.325e-04, eta: 0:37:05, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7660, decode.acc_seg: 71.8050, loss: 0.7660 2024-01-03 22:35:47,543 - mmseg - INFO - Iter [18750/40000] lr: 5.313e-04, eta: 0:37:00, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7862, decode.acc_seg: 71.8965, loss: 0.7862 2024-01-03 22:35:52,569 - mmseg - INFO - Iter [18800/40000] lr: 5.300e-04, eta: 0:36:54, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8104, decode.acc_seg: 70.6034, loss: 0.8104 2024-01-03 22:35:57,798 - mmseg - INFO - Iter [18850/40000] lr: 5.288e-04, eta: 0:36:49, time: 0.105, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7712, decode.acc_seg: 70.9072, loss: 0.7712 2024-01-03 22:36:02,818 - mmseg - INFO - Iter [18900/40000] lr: 5.275e-04, eta: 0:36:44, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7749, decode.acc_seg: 71.2233, loss: 0.7749 2024-01-03 22:36:10,098 - mmseg - INFO - Iter [18950/40000] lr: 5.263e-04, eta: 0:36:41, time: 0.146, data_time: 0.045, memory: 3301, decode.loss_ce: 0.7939, decode.acc_seg: 70.6923, loss: 0.7939 2024-01-03 22:36:15,110 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:36:15,110 - mmseg - INFO - Iter [19000/40000] lr: 5.250e-04, eta: 0:36:35, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7788, decode.acc_seg: 71.6908, loss: 0.7788 2024-01-03 22:36:20,137 - mmseg - INFO - Iter [19050/40000] lr: 5.238e-04, eta: 0:36:30, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7598, decode.acc_seg: 72.1316, loss: 0.7598 2024-01-03 22:36:25,148 - mmseg - INFO - Iter [19100/40000] lr: 5.225e-04, eta: 0:36:24, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7787, decode.acc_seg: 71.6252, loss: 0.7787 2024-01-03 22:36:30,170 - mmseg - INFO - Iter [19150/40000] lr: 5.213e-04, eta: 0:36:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7899, decode.acc_seg: 71.4738, loss: 0.7899 2024-01-03 22:36:35,183 - mmseg - INFO - Iter [19200/40000] lr: 5.200e-04, eta: 0:36:13, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7646, decode.acc_seg: 71.8819, loss: 0.7646 2024-01-03 22:36:40,378 - mmseg - INFO - Iter [19250/40000] lr: 5.188e-04, eta: 0:36:08, time: 0.104, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7610, decode.acc_seg: 72.0763, loss: 0.7610 2024-01-03 22:36:45,401 - mmseg - INFO - Iter [19300/40000] lr: 5.175e-04, eta: 0:36:03, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7638, decode.acc_seg: 71.5670, loss: 0.7638 2024-01-03 22:36:50,419 - mmseg - INFO - Iter [19350/40000] lr: 5.163e-04, eta: 0:35:57, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7903, decode.acc_seg: 71.8549, loss: 0.7903 2024-01-03 22:36:55,436 - mmseg - INFO - Iter [19400/40000] lr: 5.150e-04, eta: 0:35:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7533, decode.acc_seg: 72.7289, loss: 0.7533 2024-01-03 22:37:00,454 - mmseg - INFO - Iter [19450/40000] lr: 5.138e-04, eta: 0:35:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7757, decode.acc_seg: 72.3111, loss: 0.7757 2024-01-03 22:37:05,475 - mmseg - INFO - Iter [19500/40000] lr: 5.125e-04, eta: 0:35:41, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7965, decode.acc_seg: 71.4388, loss: 0.7965 2024-01-03 22:37:10,494 - mmseg - INFO - Iter [19550/40000] lr: 5.113e-04, eta: 0:35:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7991, decode.acc_seg: 71.0828, loss: 0.7991 2024-01-03 22:37:15,528 - mmseg - INFO - Iter [19600/40000] lr: 5.100e-04, eta: 0:35:30, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7738, decode.acc_seg: 72.2545, loss: 0.7738 2024-01-03 22:37:20,553 - mmseg - INFO - Iter [19650/40000] lr: 5.088e-04, eta: 0:35:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7823, decode.acc_seg: 71.9544, loss: 0.7823 2024-01-03 22:37:25,579 - mmseg - INFO - Iter [19700/40000] lr: 5.075e-04, eta: 0:35:19, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7680, decode.acc_seg: 71.4445, loss: 0.7680 2024-01-03 22:37:30,590 - mmseg - INFO - Iter [19750/40000] lr: 5.063e-04, eta: 0:35:14, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7573, decode.acc_seg: 72.1418, loss: 0.7573 2024-01-03 22:37:35,606 - mmseg - INFO - Iter [19800/40000] lr: 5.050e-04, eta: 0:35:08, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7891, decode.acc_seg: 71.2846, loss: 0.7891 2024-01-03 22:37:40,626 - mmseg - INFO - Iter [19850/40000] lr: 5.038e-04, eta: 0:35:03, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8163, decode.acc_seg: 70.8843, loss: 0.8163 2024-01-03 22:37:45,644 - mmseg - INFO - Iter [19900/40000] lr: 5.025e-04, eta: 0:34:58, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8018, decode.acc_seg: 71.0444, loss: 0.8018 2024-01-03 22:37:50,669 - mmseg - INFO - Iter [19950/40000] lr: 5.013e-04, eta: 0:34:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8016, decode.acc_seg: 70.8525, loss: 0.8016 2024-01-03 22:37:55,639 - mmseg - INFO - Saving checkpoint at 20000 iterations 2024-01-03 22:37:55,711 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:37:55,711 - mmseg - INFO - Iter [20000/40000] lr: 5.000e-04, eta: 0:34:47, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8058, decode.acc_seg: 70.7754, loss: 0.8058 2024-01-03 22:38:09,821 - mmseg - INFO - per class results: 2024-01-03 22:38:09,826 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 62.54 | 80.65 | | building | 76.16 | 88.2 | | sky | 87.42 | 95.62 | | floor | 67.48 | 82.59 | | tree | 64.29 | 78.96 | | ceiling | 68.6 | 80.63 | | road | 73.66 | 85.81 | | bed | 74.91 | 90.72 | | windowpane | 46.86 | 63.21 | | grass | 63.21 | 80.54 | | cabinet | 43.95 | 55.31 | | sidewalk | 46.78 | 61.08 | | person | 68.17 | 84.74 | | earth | 28.45 | 38.56 | | door | 25.37 | 34.68 | | table | 38.54 | 53.1 | | mountain | 49.55 | 64.77 | | plant | 39.73 | 49.0 | | curtain | 54.8 | 66.62 | | chair | 39.72 | 54.41 | | car | 72.56 | 87.22 | | water | 45.8 | 60.54 | | painting | 50.64 | 68.53 | | sofa | 48.37 | 67.95 | | shelf | 31.66 | 48.45 | | house | 45.29 | 72.43 | | sea | 53.78 | 83.9 | | mirror | 30.72 | 38.12 | | rug | 43.02 | 52.46 | | field | 33.18 | 57.18 | | armchair | 22.64 | 36.56 | | seat | 42.38 | 72.35 | | fence | 32.04 | 50.3 | | desk | 29.29 | 43.59 | | rock | 44.96 | 71.91 | | wardrobe | 37.26 | 58.1 | | lamp | 37.55 | 51.3 | | bathtub | 51.73 | 63.09 | | railing | 24.72 | 29.39 | | cushion | 37.91 | 55.42 | | base | 12.9 | 20.74 | | box | 10.87 | 12.29 | | column | 31.47 | 37.23 | | signboard | 26.73 | 37.03 | | chest of drawers | 30.61 | 47.52 | | counter | 24.19 | 34.82 | | sand | 34.08 | 60.6 | | sink | 49.48 | 55.9 | | skyscraper | 59.2 | 74.88 | | fireplace | 46.02 | 63.66 | | refrigerator | 46.11 | 57.51 | | grandstand | 37.21 | 62.17 | | path | 19.73 | 30.93 | | stairs | 13.32 | 17.09 | | runway | 62.38 | 86.13 | | case | 41.09 | 67.68 | | pool table | 73.81 | 95.66 | | pillow | 22.46 | 24.71 | | screen door | 32.87 | 37.6 | | stairway | 31.14 | 46.67 | | river | 12.45 | 28.24 | | bridge | 45.08 | 72.41 | | bookcase | 30.69 | 40.33 | | blind | 11.54 | 12.55 | | coffee table | 42.75 | 66.59 | | toilet | 65.91 | 81.31 | | flower | 28.94 | 47.94 | | book | 39.67 | 65.66 | | hill | 2.43 | 3.35 | | bench | 36.14 | 47.55 | | countertop | 38.26 | 58.77 | | stove | 44.77 | 53.92 | | palm | 42.85 | 55.82 | | kitchen island | 24.4 | 56.61 | | computer | 59.38 | 83.87 | | swivel chair | 31.27 | 54.84 | | boat | 43.18 | 80.97 | | bar | 21.71 | 30.71 | | arcade machine | 34.18 | 40.59 | | hovel | 22.02 | 26.15 | | bus | 70.38 | 87.98 | | towel | 37.82 | 47.39 | | light | 35.01 | 44.3 | | truck | 19.35 | 30.31 | | tower | 23.48 | 42.29 | | chandelier | 48.22 | 54.68 | | awning | 20.72 | 24.22 | | streetlight | 10.92 | 12.29 | | booth | 41.46 | 59.45 | | television receiver | 41.24 | 52.69 | | airplane | 48.85 | 61.02 | | dirt track | 0.05 | 0.17 | | apparel | 27.93 | 45.89 | | pole | 13.59 | 17.54 | | land | 2.0 | 2.5 | | bannister | 10.23 | 16.54 | | escalator | 40.24 | 54.08 | | ottoman | 11.1 | 12.26 | | bottle | 21.21 | 27.11 | | buffet | 26.14 | 37.13 | | poster | 14.06 | 16.59 | | stage | 9.56 | 17.76 | | van | 27.62 | 39.65 | | ship | 3.07 | 3.7 | | fountain | 14.73 | 17.36 | | conveyer belt | 63.72 | 89.66 | | canopy | 26.74 | 38.3 | | washer | 64.87 | 77.91 | | plaything | 14.97 | 26.51 | | swimming pool | 57.15 | 77.8 | | stool | 18.0 | 22.0 | | barrel | 17.04 | 19.92 | | basket | 24.14 | 27.49 | | waterfall | 52.41 | 66.29 | | tent | 57.81 | 99.49 | | bag | 6.96 | 7.69 | | minibike | 53.17 | 77.8 | | cradle | 57.43 | 78.68 | | oven | 15.12 | 25.46 | | ball | 45.96 | 66.84 | | food | 42.61 | 53.76 | | step | 0.06 | 0.06 | | tank | 44.97 | 58.85 | | trade name | 8.2 | 8.6 | | microwave | 55.56 | 58.67 | | pot | 17.83 | 20.61 | | animal | 58.32 | 66.21 | | bicycle | 46.9 | 75.41 | | lake | 52.76 | 56.21 | | dishwasher | 34.58 | 58.54 | | screen | 34.22 | 44.24 | | blanket | 0.53 | 0.55 | | sculpture | 48.85 | 54.53 | | hood | 39.37 | 47.79 | | sconce | 16.83 | 19.66 | | vase | 11.8 | 15.29 | | traffic light | 19.6 | 22.92 | | tray | 3.49 | 4.47 | | ashcan | 21.88 | 31.9 | | fan | 44.55 | 59.71 | | pier | 34.58 | 50.0 | | crt screen | 7.75 | 23.2 | | plate | 34.79 | 48.19 | | monitor | 6.54 | 7.51 | | bulletin board | 32.27 | 39.97 | | shower | 0.28 | 0.53 | | radiator | 50.6 | 54.71 | | glass | 6.42 | 6.73 | | clock | 8.33 | 9.42 | | flag | 26.05 | 29.44 | +---------------------+-------+-------+ 2024-01-03 22:38:09,826 - mmseg - INFO - Summary: 2024-01-03 22:38:09,826 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 74.06 | 35.49 | 47.94 | +-------+-------+-------+ 2024-01-03 22:38:09,827 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:38:09,827 - mmseg - INFO - Iter(val) [250] aAcc: 0.7406, mIoU: 0.3549, mAcc: 0.4794, IoU.wall: 0.6254, IoU.building: 0.7616, IoU.sky: 0.8742, IoU.floor: 0.6748, IoU.tree: 0.6429, IoU.ceiling: 0.6860, IoU.road: 0.7366, IoU.bed : 0.7491, IoU.windowpane: 0.4686, IoU.grass: 0.6321, IoU.cabinet: 0.4395, IoU.sidewalk: 0.4678, IoU.person: 0.6817, IoU.earth: 0.2845, IoU.door: 0.2537, IoU.table: 0.3854, IoU.mountain: 0.4955, IoU.plant: 0.3973, IoU.curtain: 0.5480, IoU.chair: 0.3972, IoU.car: 0.7256, IoU.water: 0.4580, IoU.painting: 0.5064, IoU.sofa: 0.4837, IoU.shelf: 0.3166, IoU.house: 0.4529, IoU.sea: 0.5378, IoU.mirror: 0.3072, IoU.rug: 0.4302, IoU.field: 0.3318, IoU.armchair: 0.2264, IoU.seat: 0.4238, IoU.fence: 0.3204, IoU.desk: 0.2929, IoU.rock: 0.4496, IoU.wardrobe: 0.3726, IoU.lamp: 0.3755, IoU.bathtub: 0.5173, IoU.railing: 0.2472, IoU.cushion: 0.3791, IoU.base: 0.1290, IoU.box: 0.1087, IoU.column: 0.3147, IoU.signboard: 0.2673, IoU.chest of drawers: 0.3061, IoU.counter: 0.2419, IoU.sand: 0.3408, IoU.sink: 0.4948, IoU.skyscraper: 0.5920, IoU.fireplace: 0.4602, IoU.refrigerator: 0.4611, IoU.grandstand: 0.3721, IoU.path: 0.1973, IoU.stairs: 0.1332, IoU.runway: 0.6238, IoU.case: 0.4109, IoU.pool table: 0.7381, IoU.pillow: 0.2246, IoU.screen door: 0.3287, IoU.stairway: 0.3114, IoU.river: 0.1245, IoU.bridge: 0.4508, IoU.bookcase: 0.3069, IoU.blind: 0.1154, IoU.coffee table: 0.4275, IoU.toilet: 0.6591, IoU.flower: 0.2894, IoU.book: 0.3967, IoU.hill: 0.0243, IoU.bench: 0.3614, IoU.countertop: 0.3826, IoU.stove: 0.4477, IoU.palm: 0.4285, IoU.kitchen island: 0.2440, IoU.computer: 0.5938, IoU.swivel chair: 0.3127, IoU.boat: 0.4318, IoU.bar: 0.2171, IoU.arcade machine: 0.3418, IoU.hovel: 0.2202, IoU.bus: 0.7038, IoU.towel: 0.3782, IoU.light: 0.3501, IoU.truck: 0.1935, IoU.tower: 0.2348, IoU.chandelier: 0.4822, IoU.awning: 0.2072, IoU.streetlight: 0.1092, IoU.booth: 0.4146, IoU.television receiver: 0.4124, IoU.airplane: 0.4885, IoU.dirt track: 0.0005, IoU.apparel: 0.2793, IoU.pole: 0.1359, IoU.land: 0.0200, IoU.bannister: 0.1023, IoU.escalator: 0.4024, IoU.ottoman: 0.1110, IoU.bottle: 0.2121, IoU.buffet: 0.2614, IoU.poster: 0.1406, IoU.stage: 0.0956, IoU.van: 0.2762, IoU.ship: 0.0307, IoU.fountain: 0.1473, IoU.conveyer belt: 0.6372, IoU.canopy: 0.2674, IoU.washer: 0.6487, IoU.plaything: 0.1497, IoU.swimming pool: 0.5715, IoU.stool: 0.1800, IoU.barrel: 0.1704, IoU.basket: 0.2414, IoU.waterfall: 0.5241, IoU.tent: 0.5781, IoU.bag: 0.0696, IoU.minibike: 0.5317, IoU.cradle: 0.5743, IoU.oven: 0.1512, IoU.ball: 0.4596, IoU.food: 0.4261, IoU.step: 0.0006, IoU.tank: 0.4497, IoU.trade name: 0.0820, IoU.microwave: 0.5556, IoU.pot: 0.1783, IoU.animal: 0.5832, IoU.bicycle: 0.4690, IoU.lake: 0.5276, IoU.dishwasher: 0.3458, IoU.screen: 0.3422, IoU.blanket: 0.0053, IoU.sculpture: 0.4885, IoU.hood: 0.3937, IoU.sconce: 0.1683, IoU.vase: 0.1180, IoU.traffic light: 0.1960, IoU.tray: 0.0349, IoU.ashcan: 0.2188, IoU.fan: 0.4455, IoU.pier: 0.3458, IoU.crt screen: 0.0775, IoU.plate: 0.3479, IoU.monitor: 0.0654, IoU.bulletin board: 0.3227, IoU.shower: 0.0028, IoU.radiator: 0.5060, IoU.glass: 0.0642, IoU.clock: 0.0833, IoU.flag: 0.2605, Acc.wall: 0.8065, Acc.building: 0.8820, Acc.sky: 0.9562, Acc.floor: 0.8259, Acc.tree: 0.7896, Acc.ceiling: 0.8063, Acc.road: 0.8581, Acc.bed : 0.9072, Acc.windowpane: 0.6321, Acc.grass: 0.8054, Acc.cabinet: 0.5531, Acc.sidewalk: 0.6108, Acc.person: 0.8474, Acc.earth: 0.3856, Acc.door: 0.3468, Acc.table: 0.5310, Acc.mountain: 0.6477, Acc.plant: 0.4900, Acc.curtain: 0.6662, Acc.chair: 0.5441, Acc.car: 0.8722, Acc.water: 0.6054, Acc.painting: 0.6853, Acc.sofa: 0.6795, Acc.shelf: 0.4845, Acc.house: 0.7243, Acc.sea: 0.8390, Acc.mirror: 0.3812, Acc.rug: 0.5246, Acc.field: 0.5718, Acc.armchair: 0.3656, Acc.seat: 0.7235, Acc.fence: 0.5030, Acc.desk: 0.4359, Acc.rock: 0.7191, Acc.wardrobe: 0.5810, Acc.lamp: 0.5130, Acc.bathtub: 0.6309, Acc.railing: 0.2939, Acc.cushion: 0.5542, Acc.base: 0.2074, Acc.box: 0.1229, Acc.column: 0.3723, Acc.signboard: 0.3703, Acc.chest of drawers: 0.4752, Acc.counter: 0.3482, Acc.sand: 0.6060, Acc.sink: 0.5590, Acc.skyscraper: 0.7488, Acc.fireplace: 0.6366, Acc.refrigerator: 0.5751, Acc.grandstand: 0.6217, Acc.path: 0.3093, Acc.stairs: 0.1709, Acc.runway: 0.8613, Acc.case: 0.6768, Acc.pool table: 0.9566, Acc.pillow: 0.2471, Acc.screen door: 0.3760, Acc.stairway: 0.4667, Acc.river: 0.2824, Acc.bridge: 0.7241, Acc.bookcase: 0.4033, Acc.blind: 0.1255, Acc.coffee table: 0.6659, Acc.toilet: 0.8131, Acc.flower: 0.4794, Acc.book: 0.6566, Acc.hill: 0.0335, Acc.bench: 0.4755, Acc.countertop: 0.5877, Acc.stove: 0.5392, Acc.palm: 0.5582, Acc.kitchen island: 0.5661, Acc.computer: 0.8387, Acc.swivel chair: 0.5484, Acc.boat: 0.8097, Acc.bar: 0.3071, Acc.arcade machine: 0.4059, Acc.hovel: 0.2615, Acc.bus: 0.8798, Acc.towel: 0.4739, Acc.light: 0.4430, Acc.truck: 0.3031, Acc.tower: 0.4229, Acc.chandelier: 0.5468, Acc.awning: 0.2422, Acc.streetlight: 0.1229, Acc.booth: 0.5945, Acc.television receiver: 0.5269, Acc.airplane: 0.6102, Acc.dirt track: 0.0017, Acc.apparel: 0.4589, Acc.pole: 0.1754, Acc.land: 0.0250, Acc.bannister: 0.1654, Acc.escalator: 0.5408, Acc.ottoman: 0.1226, Acc.bottle: 0.2711, Acc.buffet: 0.3713, Acc.poster: 0.1659, Acc.stage: 0.1776, Acc.van: 0.3965, Acc.ship: 0.0370, Acc.fountain: 0.1736, Acc.conveyer belt: 0.8966, Acc.canopy: 0.3830, Acc.washer: 0.7791, Acc.plaything: 0.2651, Acc.swimming pool: 0.7780, Acc.stool: 0.2200, Acc.barrel: 0.1992, Acc.basket: 0.2749, Acc.waterfall: 0.6629, Acc.tent: 0.9949, Acc.bag: 0.0769, Acc.minibike: 0.7780, Acc.cradle: 0.7868, Acc.oven: 0.2546, Acc.ball: 0.6684, Acc.food: 0.5376, Acc.step: 0.0006, Acc.tank: 0.5885, Acc.trade name: 0.0860, Acc.microwave: 0.5867, Acc.pot: 0.2061, Acc.animal: 0.6621, Acc.bicycle: 0.7541, Acc.lake: 0.5621, Acc.dishwasher: 0.5854, Acc.screen: 0.4424, Acc.blanket: 0.0055, Acc.sculpture: 0.5453, Acc.hood: 0.4779, Acc.sconce: 0.1966, Acc.vase: 0.1529, Acc.traffic light: 0.2292, Acc.tray: 0.0447, Acc.ashcan: 0.3190, Acc.fan: 0.5971, Acc.pier: 0.5000, Acc.crt screen: 0.2320, Acc.plate: 0.4819, Acc.monitor: 0.0751, Acc.bulletin board: 0.3997, Acc.shower: 0.0053, Acc.radiator: 0.5471, Acc.glass: 0.0673, Acc.clock: 0.0942, Acc.flag: 0.2944 2024-01-03 22:38:14,851 - mmseg - INFO - Iter [20050/40000] lr: 4.988e-04, eta: 0:34:55, time: 0.382, data_time: 0.285, memory: 3301, decode.loss_ce: 0.7816, decode.acc_seg: 71.7032, loss: 0.7816 2024-01-03 22:38:20,023 - mmseg - INFO - Iter [20100/40000] lr: 4.975e-04, eta: 0:34:50, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7899, decode.acc_seg: 71.2100, loss: 0.7899 2024-01-03 22:38:25,051 - mmseg - INFO - Iter [20150/40000] lr: 4.963e-04, eta: 0:34:45, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7831, decode.acc_seg: 72.0901, loss: 0.7831 2024-01-03 22:38:30,074 - mmseg - INFO - Iter [20200/40000] lr: 4.950e-04, eta: 0:34:39, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7681, decode.acc_seg: 72.1682, loss: 0.7681 2024-01-03 22:38:37,550 - mmseg - INFO - Iter [20250/40000] lr: 4.938e-04, eta: 0:34:36, time: 0.150, data_time: 0.047, memory: 3301, decode.loss_ce: 0.7483, decode.acc_seg: 72.3206, loss: 0.7483 2024-01-03 22:38:42,585 - mmseg - INFO - Iter [20300/40000] lr: 4.925e-04, eta: 0:34:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7704, decode.acc_seg: 71.1097, loss: 0.7704 2024-01-03 22:38:47,613 - mmseg - INFO - Iter [20350/40000] lr: 4.913e-04, eta: 0:34:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7691, decode.acc_seg: 72.0703, loss: 0.7691 2024-01-03 22:38:52,640 - mmseg - INFO - Iter [20400/40000] lr: 4.900e-04, eta: 0:34:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8056, decode.acc_seg: 71.6180, loss: 0.8056 2024-01-03 22:38:57,677 - mmseg - INFO - Iter [20450/40000] lr: 4.888e-04, eta: 0:34:14, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7792, decode.acc_seg: 71.4754, loss: 0.7792 2024-01-03 22:39:02,710 - mmseg - INFO - Iter [20500/40000] lr: 4.875e-04, eta: 0:34:09, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7877, decode.acc_seg: 71.6439, loss: 0.7877 2024-01-03 22:39:07,743 - mmseg - INFO - Iter [20550/40000] lr: 4.863e-04, eta: 0:34:03, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7857, decode.acc_seg: 71.3468, loss: 0.7857 2024-01-03 22:39:12,778 - mmseg - INFO - Iter [20600/40000] lr: 4.850e-04, eta: 0:33:58, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7894, decode.acc_seg: 71.0553, loss: 0.7894 2024-01-03 22:39:17,812 - mmseg - INFO - Iter [20650/40000] lr: 4.838e-04, eta: 0:33:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7840, decode.acc_seg: 71.1973, loss: 0.7840 2024-01-03 22:39:22,841 - mmseg - INFO - Iter [20700/40000] lr: 4.825e-04, eta: 0:33:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7664, decode.acc_seg: 72.3236, loss: 0.7664 2024-01-03 22:39:27,875 - mmseg - INFO - Iter [20750/40000] lr: 4.813e-04, eta: 0:33:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8011, decode.acc_seg: 71.5095, loss: 0.8011 2024-01-03 22:39:32,914 - mmseg - INFO - Iter [20800/40000] lr: 4.800e-04, eta: 0:33:36, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7709, decode.acc_seg: 71.9497, loss: 0.7709 2024-01-03 22:39:37,947 - mmseg - INFO - Iter [20850/40000] lr: 4.788e-04, eta: 0:33:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7789, decode.acc_seg: 71.2391, loss: 0.7789 2024-01-03 22:39:42,987 - mmseg - INFO - Iter [20900/40000] lr: 4.775e-04, eta: 0:33:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7710, decode.acc_seg: 71.3998, loss: 0.7710 2024-01-03 22:39:48,027 - mmseg - INFO - Iter [20950/40000] lr: 4.763e-04, eta: 0:33:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7208, decode.acc_seg: 72.8105, loss: 0.7208 2024-01-03 22:39:53,062 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:39:53,062 - mmseg - INFO - Iter [21000/40000] lr: 4.750e-04, eta: 0:33:14, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7487, decode.acc_seg: 73.2557, loss: 0.7487 2024-01-03 22:39:58,099 - mmseg - INFO - Iter [21050/40000] lr: 4.738e-04, eta: 0:33:09, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7969, decode.acc_seg: 70.6156, loss: 0.7969 2024-01-03 22:40:03,137 - mmseg - INFO - Iter [21100/40000] lr: 4.725e-04, eta: 0:33:03, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7923, decode.acc_seg: 70.3493, loss: 0.7923 2024-01-03 22:40:08,172 - mmseg - INFO - Iter [21150/40000] lr: 4.713e-04, eta: 0:32:58, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7797, decode.acc_seg: 71.9835, loss: 0.7797 2024-01-03 22:40:13,201 - mmseg - INFO - Iter [21200/40000] lr: 4.700e-04, eta: 0:32:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7675, decode.acc_seg: 71.9787, loss: 0.7675 2024-01-03 22:40:18,229 - mmseg - INFO - Iter [21250/40000] lr: 4.688e-04, eta: 0:32:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8099, decode.acc_seg: 70.9717, loss: 0.8099 2024-01-03 22:40:23,269 - mmseg - INFO - Iter [21300/40000] lr: 4.675e-04, eta: 0:32:42, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7747, decode.acc_seg: 71.2744, loss: 0.7747 2024-01-03 22:40:28,294 - mmseg - INFO - Iter [21350/40000] lr: 4.663e-04, eta: 0:32:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7678, decode.acc_seg: 71.8903, loss: 0.7678 2024-01-03 22:40:33,330 - mmseg - INFO - Iter [21400/40000] lr: 4.650e-04, eta: 0:32:31, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7785, decode.acc_seg: 71.4297, loss: 0.7785 2024-01-03 22:40:38,365 - mmseg - INFO - Iter [21450/40000] lr: 4.638e-04, eta: 0:32:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7710, decode.acc_seg: 71.9609, loss: 0.7710 2024-01-03 22:40:45,645 - mmseg - INFO - Iter [21500/40000] lr: 4.625e-04, eta: 0:32:22, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7296, decode.acc_seg: 72.7418, loss: 0.7296 2024-01-03 22:40:50,665 - mmseg - INFO - Iter [21550/40000] lr: 4.613e-04, eta: 0:32:16, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7561, decode.acc_seg: 72.4881, loss: 0.7561 2024-01-03 22:40:55,685 - mmseg - INFO - Iter [21600/40000] lr: 4.600e-04, eta: 0:32:11, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7854, decode.acc_seg: 71.3223, loss: 0.7854 2024-01-03 22:41:00,712 - mmseg - INFO - Iter [21650/40000] lr: 4.588e-04, eta: 0:32:05, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7877, decode.acc_seg: 71.3716, loss: 0.7877 2024-01-03 22:41:05,736 - mmseg - INFO - Iter [21700/40000] lr: 4.575e-04, eta: 0:32:00, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7444, decode.acc_seg: 72.1840, loss: 0.7444 2024-01-03 22:41:10,758 - mmseg - INFO - Iter [21750/40000] lr: 4.563e-04, eta: 0:31:55, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7665, decode.acc_seg: 71.7867, loss: 0.7665 2024-01-03 22:41:15,780 - mmseg - INFO - Iter [21800/40000] lr: 4.550e-04, eta: 0:31:49, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7771, decode.acc_seg: 71.4514, loss: 0.7771 2024-01-03 22:41:20,800 - mmseg - INFO - Iter [21850/40000] lr: 4.538e-04, eta: 0:31:44, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7554, decode.acc_seg: 71.8432, loss: 0.7554 2024-01-03 22:41:25,812 - mmseg - INFO - Iter [21900/40000] lr: 4.525e-04, eta: 0:31:38, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7532, decode.acc_seg: 72.2888, loss: 0.7532 2024-01-03 22:41:30,843 - mmseg - INFO - Iter [21950/40000] lr: 4.513e-04, eta: 0:31:33, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7801, decode.acc_seg: 71.6780, loss: 0.7801 2024-01-03 22:41:35,867 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:41:35,868 - mmseg - INFO - Iter [22000/40000] lr: 4.500e-04, eta: 0:31:27, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7738, decode.acc_seg: 72.0796, loss: 0.7738 2024-01-03 22:41:40,894 - mmseg - INFO - Iter [22050/40000] lr: 4.488e-04, eta: 0:31:22, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7442, decode.acc_seg: 72.5841, loss: 0.7442 2024-01-03 22:41:45,910 - mmseg - INFO - Iter [22100/40000] lr: 4.475e-04, eta: 0:31:17, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7427, decode.acc_seg: 72.7899, loss: 0.7427 2024-01-03 22:41:50,925 - mmseg - INFO - Iter [22150/40000] lr: 4.463e-04, eta: 0:31:11, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7582, decode.acc_seg: 72.1361, loss: 0.7582 2024-01-03 22:41:55,957 - mmseg - INFO - Iter [22200/40000] lr: 4.450e-04, eta: 0:31:06, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7524, decode.acc_seg: 72.7343, loss: 0.7524 2024-01-03 22:42:00,980 - mmseg - INFO - Iter [22250/40000] lr: 4.438e-04, eta: 0:31:00, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8118, decode.acc_seg: 70.5226, loss: 0.8118 2024-01-03 22:42:06,003 - mmseg - INFO - Iter [22300/40000] lr: 4.425e-04, eta: 0:30:55, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7821, decode.acc_seg: 71.6475, loss: 0.7821 2024-01-03 22:42:11,024 - mmseg - INFO - Iter [22350/40000] lr: 4.413e-04, eta: 0:30:49, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7759, decode.acc_seg: 72.1205, loss: 0.7759 2024-01-03 22:42:16,047 - mmseg - INFO - Iter [22400/40000] lr: 4.400e-04, eta: 0:30:44, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7865, decode.acc_seg: 70.9426, loss: 0.7865 2024-01-03 22:42:21,062 - mmseg - INFO - Iter [22450/40000] lr: 4.388e-04, eta: 0:30:39, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7940, decode.acc_seg: 70.7329, loss: 0.7940 2024-01-03 22:42:26,079 - mmseg - INFO - Iter [22500/40000] lr: 4.375e-04, eta: 0:30:33, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7695, decode.acc_seg: 72.2111, loss: 0.7695 2024-01-03 22:42:31,175 - mmseg - INFO - Iter [22550/40000] lr: 4.363e-04, eta: 0:30:28, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7769, decode.acc_seg: 71.4364, loss: 0.7769 2024-01-03 22:42:36,195 - mmseg - INFO - Iter [22600/40000] lr: 4.350e-04, eta: 0:30:22, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8161, decode.acc_seg: 71.2988, loss: 0.8161 2024-01-03 22:42:41,206 - mmseg - INFO - Iter [22650/40000] lr: 4.338e-04, eta: 0:30:17, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8002, decode.acc_seg: 70.6896, loss: 0.8002 2024-01-03 22:42:46,230 - mmseg - INFO - Iter [22700/40000] lr: 4.325e-04, eta: 0:30:12, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7808, decode.acc_seg: 71.4687, loss: 0.7808 2024-01-03 22:42:53,530 - mmseg - INFO - Iter [22750/40000] lr: 4.313e-04, eta: 0:30:08, time: 0.146, data_time: 0.047, memory: 3301, decode.loss_ce: 0.7669, decode.acc_seg: 71.9533, loss: 0.7669 2024-01-03 22:42:58,551 - mmseg - INFO - Iter [22800/40000] lr: 4.300e-04, eta: 0:30:03, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7902, decode.acc_seg: 71.6343, loss: 0.7902 2024-01-03 22:43:03,577 - mmseg - INFO - Iter [22850/40000] lr: 4.288e-04, eta: 0:29:57, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7634, decode.acc_seg: 72.7901, loss: 0.7634 2024-01-03 22:43:08,599 - mmseg - INFO - Iter [22900/40000] lr: 4.275e-04, eta: 0:29:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7812, decode.acc_seg: 71.7929, loss: 0.7812 2024-01-03 22:43:13,618 - mmseg - INFO - Iter [22950/40000] lr: 4.263e-04, eta: 0:29:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7836, decode.acc_seg: 71.7194, loss: 0.7836 2024-01-03 22:43:18,634 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:43:18,634 - mmseg - INFO - Iter [23000/40000] lr: 4.250e-04, eta: 0:29:41, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7857, decode.acc_seg: 70.9040, loss: 0.7857 2024-01-03 22:43:23,655 - mmseg - INFO - Iter [23050/40000] lr: 4.238e-04, eta: 0:29:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8058, decode.acc_seg: 70.3429, loss: 0.8058 2024-01-03 22:43:28,671 - mmseg - INFO - Iter [23100/40000] lr: 4.225e-04, eta: 0:29:30, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7575, decode.acc_seg: 71.7093, loss: 0.7575 2024-01-03 22:43:33,692 - mmseg - INFO - Iter [23150/40000] lr: 4.213e-04, eta: 0:29:25, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7702, decode.acc_seg: 72.0572, loss: 0.7702 2024-01-03 22:43:38,713 - mmseg - INFO - Iter [23200/40000] lr: 4.200e-04, eta: 0:29:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7715, decode.acc_seg: 72.2030, loss: 0.7715 2024-01-03 22:43:43,739 - mmseg - INFO - Iter [23250/40000] lr: 4.188e-04, eta: 0:29:14, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7631, decode.acc_seg: 72.0660, loss: 0.7631 2024-01-03 22:43:48,752 - mmseg - INFO - Iter [23300/40000] lr: 4.175e-04, eta: 0:29:09, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7721, decode.acc_seg: 71.9233, loss: 0.7721 2024-01-03 22:43:53,772 - mmseg - INFO - Iter [23350/40000] lr: 4.163e-04, eta: 0:29:03, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7512, decode.acc_seg: 73.0092, loss: 0.7512 2024-01-03 22:43:58,783 - mmseg - INFO - Iter [23400/40000] lr: 4.150e-04, eta: 0:28:58, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7887, decode.acc_seg: 71.8125, loss: 0.7887 2024-01-03 22:44:03,802 - mmseg - INFO - Iter [23450/40000] lr: 4.138e-04, eta: 0:28:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7750, decode.acc_seg: 71.6867, loss: 0.7750 2024-01-03 22:44:08,956 - mmseg - INFO - Iter [23500/40000] lr: 4.125e-04, eta: 0:28:47, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7832, decode.acc_seg: 71.5989, loss: 0.7832 2024-01-03 22:44:13,977 - mmseg - INFO - Iter [23550/40000] lr: 4.113e-04, eta: 0:28:42, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7566, decode.acc_seg: 72.3175, loss: 0.7566 2024-01-03 22:44:18,997 - mmseg - INFO - Iter [23600/40000] lr: 4.100e-04, eta: 0:28:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7345, decode.acc_seg: 72.8199, loss: 0.7345 2024-01-03 22:44:24,016 - mmseg - INFO - Iter [23650/40000] lr: 4.088e-04, eta: 0:28:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7595, decode.acc_seg: 71.8466, loss: 0.7595 2024-01-03 22:44:29,037 - mmseg - INFO - Iter [23700/40000] lr: 4.075e-04, eta: 0:28:26, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7383, decode.acc_seg: 72.8355, loss: 0.7383 2024-01-03 22:44:34,055 - mmseg - INFO - Iter [23750/40000] lr: 4.063e-04, eta: 0:28:20, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7517, decode.acc_seg: 72.5228, loss: 0.7517 2024-01-03 22:44:39,074 - mmseg - INFO - Iter [23800/40000] lr: 4.050e-04, eta: 0:28:15, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8099, decode.acc_seg: 69.8126, loss: 0.8099 2024-01-03 22:44:44,093 - mmseg - INFO - Iter [23850/40000] lr: 4.038e-04, eta: 0:28:09, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7725, decode.acc_seg: 71.8275, loss: 0.7725 2024-01-03 22:44:49,110 - mmseg - INFO - Iter [23900/40000] lr: 4.025e-04, eta: 0:28:04, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7589, decode.acc_seg: 72.3182, loss: 0.7589 2024-01-03 22:44:54,129 - mmseg - INFO - Iter [23950/40000] lr: 4.013e-04, eta: 0:27:59, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7837, decode.acc_seg: 71.8975, loss: 0.7837 2024-01-03 22:45:01,411 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:45:01,411 - mmseg - INFO - Iter [24000/40000] lr: 4.000e-04, eta: 0:27:55, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7721, decode.acc_seg: 71.7955, loss: 0.7721 2024-01-03 22:45:06,421 - mmseg - INFO - Iter [24050/40000] lr: 3.988e-04, eta: 0:27:49, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7343, decode.acc_seg: 73.0103, loss: 0.7343 2024-01-03 22:45:11,619 - mmseg - INFO - Iter [24100/40000] lr: 3.975e-04, eta: 0:27:44, time: 0.104, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7989, decode.acc_seg: 70.9668, loss: 0.7989 2024-01-03 22:45:16,638 - mmseg - INFO - Iter [24150/40000] lr: 3.963e-04, eta: 0:27:39, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7664, decode.acc_seg: 71.7467, loss: 0.7664 2024-01-03 22:45:21,655 - mmseg - INFO - Iter [24200/40000] lr: 3.950e-04, eta: 0:27:33, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7430, decode.acc_seg: 73.1001, loss: 0.7430 2024-01-03 22:45:26,674 - mmseg - INFO - Iter [24250/40000] lr: 3.938e-04, eta: 0:27:28, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7952, decode.acc_seg: 70.9394, loss: 0.7952 2024-01-03 22:45:31,694 - mmseg - INFO - Iter [24300/40000] lr: 3.925e-04, eta: 0:27:23, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7497, decode.acc_seg: 72.5973, loss: 0.7497 2024-01-03 22:45:36,712 - mmseg - INFO - Iter [24350/40000] lr: 3.913e-04, eta: 0:27:17, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7647, decode.acc_seg: 72.0005, loss: 0.7647 2024-01-03 22:45:41,732 - mmseg - INFO - Iter [24400/40000] lr: 3.900e-04, eta: 0:27:12, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7501, decode.acc_seg: 72.4825, loss: 0.7501 2024-01-03 22:45:46,751 - mmseg - INFO - Iter [24450/40000] lr: 3.888e-04, eta: 0:27:07, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7414, decode.acc_seg: 73.0398, loss: 0.7414 2024-01-03 22:45:51,769 - mmseg - INFO - Iter [24500/40000] lr: 3.875e-04, eta: 0:27:01, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7660, decode.acc_seg: 72.0752, loss: 0.7660 2024-01-03 22:45:56,790 - mmseg - INFO - Iter [24550/40000] lr: 3.863e-04, eta: 0:26:56, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7862, decode.acc_seg: 70.9897, loss: 0.7862 2024-01-03 22:46:01,804 - mmseg - INFO - Iter [24600/40000] lr: 3.850e-04, eta: 0:26:50, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7791, decode.acc_seg: 71.3218, loss: 0.7791 2024-01-03 22:46:06,827 - mmseg - INFO - Iter [24650/40000] lr: 3.838e-04, eta: 0:26:45, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7757, decode.acc_seg: 72.0060, loss: 0.7757 2024-01-03 22:46:11,841 - mmseg - INFO - Iter [24700/40000] lr: 3.825e-04, eta: 0:26:40, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7880, decode.acc_seg: 71.2692, loss: 0.7880 2024-01-03 22:46:16,862 - mmseg - INFO - Iter [24750/40000] lr: 3.813e-04, eta: 0:26:34, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7699, decode.acc_seg: 71.8362, loss: 0.7699 2024-01-03 22:46:21,881 - mmseg - INFO - Iter [24800/40000] lr: 3.800e-04, eta: 0:26:29, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7470, decode.acc_seg: 72.4421, loss: 0.7470 2024-01-03 22:46:26,901 - mmseg - INFO - Iter [24850/40000] lr: 3.788e-04, eta: 0:26:24, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7605, decode.acc_seg: 72.0878, loss: 0.7605 2024-01-03 22:46:31,920 - mmseg - INFO - Iter [24900/40000] lr: 3.775e-04, eta: 0:26:18, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7769, decode.acc_seg: 71.8238, loss: 0.7769 2024-01-03 22:46:36,934 - mmseg - INFO - Iter [24950/40000] lr: 3.763e-04, eta: 0:26:13, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7483, decode.acc_seg: 73.0533, loss: 0.7483 2024-01-03 22:46:41,956 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:46:41,956 - mmseg - INFO - Iter [25000/40000] lr: 3.750e-04, eta: 0:26:08, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7886, decode.acc_seg: 71.5418, loss: 0.7886 2024-01-03 22:46:46,973 - mmseg - INFO - Iter [25050/40000] lr: 3.738e-04, eta: 0:26:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7822, decode.acc_seg: 71.0658, loss: 0.7822 2024-01-03 22:46:51,990 - mmseg - INFO - Iter [25100/40000] lr: 3.725e-04, eta: 0:25:57, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7387, decode.acc_seg: 72.7118, loss: 0.7387 2024-01-03 22:46:57,007 - mmseg - INFO - Iter [25150/40000] lr: 3.713e-04, eta: 0:25:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7630, decode.acc_seg: 72.7351, loss: 0.7630 2024-01-03 22:47:02,030 - mmseg - INFO - Iter [25200/40000] lr: 3.700e-04, eta: 0:25:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7673, decode.acc_seg: 72.1074, loss: 0.7673 2024-01-03 22:47:07,042 - mmseg - INFO - Iter [25250/40000] lr: 3.688e-04, eta: 0:25:41, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7792, decode.acc_seg: 71.4926, loss: 0.7792 2024-01-03 22:47:14,224 - mmseg - INFO - Iter [25300/40000] lr: 3.675e-04, eta: 0:25:37, time: 0.144, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7832, decode.acc_seg: 71.4054, loss: 0.7832 2024-01-03 22:47:19,239 - mmseg - INFO - Iter [25350/40000] lr: 3.663e-04, eta: 0:25:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7404, decode.acc_seg: 73.0047, loss: 0.7404 2024-01-03 22:47:24,258 - mmseg - INFO - Iter [25400/40000] lr: 3.650e-04, eta: 0:25:26, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7581, decode.acc_seg: 72.6218, loss: 0.7581 2024-01-03 22:47:29,277 - mmseg - INFO - Iter [25450/40000] lr: 3.638e-04, eta: 0:25:21, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7506, decode.acc_seg: 72.7134, loss: 0.7506 2024-01-03 22:47:34,296 - mmseg - INFO - Iter [25500/40000] lr: 3.625e-04, eta: 0:25:15, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7863, decode.acc_seg: 71.2850, loss: 0.7863 2024-01-03 22:47:39,315 - mmseg - INFO - Iter [25550/40000] lr: 3.613e-04, eta: 0:25:10, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7856, decode.acc_seg: 71.7251, loss: 0.7856 2024-01-03 22:47:44,331 - mmseg - INFO - Iter [25600/40000] lr: 3.600e-04, eta: 0:25:05, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7312, decode.acc_seg: 73.8759, loss: 0.7312 2024-01-03 22:47:49,351 - mmseg - INFO - Iter [25650/40000] lr: 3.588e-04, eta: 0:24:59, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7654, decode.acc_seg: 72.1383, loss: 0.7654 2024-01-03 22:47:54,369 - mmseg - INFO - Iter [25700/40000] lr: 3.575e-04, eta: 0:24:54, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7768, decode.acc_seg: 71.7300, loss: 0.7768 2024-01-03 22:47:59,387 - mmseg - INFO - Iter [25750/40000] lr: 3.563e-04, eta: 0:24:49, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7691, decode.acc_seg: 71.7191, loss: 0.7691 2024-01-03 22:48:04,406 - mmseg - INFO - Iter [25800/40000] lr: 3.550e-04, eta: 0:24:43, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7846, decode.acc_seg: 71.4506, loss: 0.7846 2024-01-03 22:48:09,425 - mmseg - INFO - Iter [25850/40000] lr: 3.538e-04, eta: 0:24:38, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7434, decode.acc_seg: 72.2866, loss: 0.7434 2024-01-03 22:48:14,441 - mmseg - INFO - Iter [25900/40000] lr: 3.525e-04, eta: 0:24:33, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7616, decode.acc_seg: 72.2997, loss: 0.7616 2024-01-03 22:48:19,456 - mmseg - INFO - Iter [25950/40000] lr: 3.513e-04, eta: 0:24:27, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7727, decode.acc_seg: 71.3655, loss: 0.7727 2024-01-03 22:48:24,465 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:48:24,465 - mmseg - INFO - Iter [26000/40000] lr: 3.500e-04, eta: 0:24:22, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8118, decode.acc_seg: 71.1624, loss: 0.8118 2024-01-03 22:48:29,490 - mmseg - INFO - Iter [26050/40000] lr: 3.488e-04, eta: 0:24:17, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7786, decode.acc_seg: 72.0973, loss: 0.7786 2024-01-03 22:48:34,505 - mmseg - INFO - Iter [26100/40000] lr: 3.475e-04, eta: 0:24:11, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7790, decode.acc_seg: 71.9818, loss: 0.7790 2024-01-03 22:48:39,533 - mmseg - INFO - Iter [26150/40000] lr: 3.463e-04, eta: 0:24:06, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7773, decode.acc_seg: 71.2087, loss: 0.7773 2024-01-03 22:48:44,558 - mmseg - INFO - Iter [26200/40000] lr: 3.450e-04, eta: 0:24:01, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7844, decode.acc_seg: 71.8600, loss: 0.7844 2024-01-03 22:48:49,574 - mmseg - INFO - Iter [26250/40000] lr: 3.438e-04, eta: 0:23:55, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7684, decode.acc_seg: 71.8866, loss: 0.7684 2024-01-03 22:48:54,594 - mmseg - INFO - Iter [26300/40000] lr: 3.425e-04, eta: 0:23:50, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7583, decode.acc_seg: 72.9743, loss: 0.7583 2024-01-03 22:48:59,615 - mmseg - INFO - Iter [26350/40000] lr: 3.413e-04, eta: 0:23:45, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8313, decode.acc_seg: 69.4363, loss: 0.8313 2024-01-03 22:49:04,635 - mmseg - INFO - Iter [26400/40000] lr: 3.400e-04, eta: 0:23:39, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7492, decode.acc_seg: 71.7851, loss: 0.7492 2024-01-03 22:49:09,651 - mmseg - INFO - Iter [26450/40000] lr: 3.388e-04, eta: 0:23:34, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7436, decode.acc_seg: 72.5796, loss: 0.7436 2024-01-03 22:49:14,666 - mmseg - INFO - Iter [26500/40000] lr: 3.375e-04, eta: 0:23:29, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7758, decode.acc_seg: 71.8018, loss: 0.7758 2024-01-03 22:49:22,002 - mmseg - INFO - Iter [26550/40000] lr: 3.363e-04, eta: 0:23:25, time: 0.147, data_time: 0.045, memory: 3301, decode.loss_ce: 0.7520, decode.acc_seg: 72.4008, loss: 0.7520 2024-01-03 22:49:27,100 - mmseg - INFO - Iter [26600/40000] lr: 3.350e-04, eta: 0:23:19, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7586, decode.acc_seg: 71.9335, loss: 0.7586 2024-01-03 22:49:32,126 - mmseg - INFO - Iter [26650/40000] lr: 3.338e-04, eta: 0:23:14, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7793, decode.acc_seg: 71.6792, loss: 0.7793 2024-01-03 22:49:37,219 - mmseg - INFO - Iter [26700/40000] lr: 3.325e-04, eta: 0:23:09, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7514, decode.acc_seg: 72.4595, loss: 0.7514 2024-01-03 22:49:42,243 - mmseg - INFO - Iter [26750/40000] lr: 3.313e-04, eta: 0:23:03, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7567, decode.acc_seg: 71.5701, loss: 0.7567 2024-01-03 22:49:47,275 - mmseg - INFO - Iter [26800/40000] lr: 3.300e-04, eta: 0:22:58, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7956, decode.acc_seg: 71.5889, loss: 0.7956 2024-01-03 22:49:52,306 - mmseg - INFO - Iter [26850/40000] lr: 3.288e-04, eta: 0:22:53, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7606, decode.acc_seg: 72.5796, loss: 0.7606 2024-01-03 22:49:57,343 - mmseg - INFO - Iter [26900/40000] lr: 3.275e-04, eta: 0:22:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7641, decode.acc_seg: 72.2139, loss: 0.7641 2024-01-03 22:50:02,370 - mmseg - INFO - Iter [26950/40000] lr: 3.263e-04, eta: 0:22:42, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7685, decode.acc_seg: 71.8908, loss: 0.7685 2024-01-03 22:50:07,396 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:50:07,396 - mmseg - INFO - Iter [27000/40000] lr: 3.250e-04, eta: 0:22:37, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7467, decode.acc_seg: 72.8044, loss: 0.7467 2024-01-03 22:50:12,430 - mmseg - INFO - Iter [27050/40000] lr: 3.238e-04, eta: 0:22:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7327, decode.acc_seg: 72.7103, loss: 0.7327 2024-01-03 22:50:17,465 - mmseg - INFO - Iter [27100/40000] lr: 3.225e-04, eta: 0:22:26, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7797, decode.acc_seg: 71.6044, loss: 0.7797 2024-01-03 22:50:22,504 - mmseg - INFO - Iter [27150/40000] lr: 3.213e-04, eta: 0:22:21, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7491, decode.acc_seg: 72.4019, loss: 0.7491 2024-01-03 22:50:27,538 - mmseg - INFO - Iter [27200/40000] lr: 3.200e-04, eta: 0:22:16, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7542, decode.acc_seg: 72.3164, loss: 0.7542 2024-01-03 22:50:32,579 - mmseg - INFO - Iter [27250/40000] lr: 3.188e-04, eta: 0:22:10, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7799, decode.acc_seg: 71.5070, loss: 0.7799 2024-01-03 22:50:37,612 - mmseg - INFO - Iter [27300/40000] lr: 3.175e-04, eta: 0:22:05, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7693, decode.acc_seg: 72.3871, loss: 0.7693 2024-01-03 22:50:42,687 - mmseg - INFO - Iter [27350/40000] lr: 3.163e-04, eta: 0:22:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7722, decode.acc_seg: 71.5671, loss: 0.7722 2024-01-03 22:50:47,708 - mmseg - INFO - Iter [27400/40000] lr: 3.150e-04, eta: 0:21:54, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7593, decode.acc_seg: 72.2426, loss: 0.7593 2024-01-03 22:50:52,735 - mmseg - INFO - Iter [27450/40000] lr: 3.138e-04, eta: 0:21:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7747, decode.acc_seg: 71.9313, loss: 0.7747 2024-01-03 22:50:57,769 - mmseg - INFO - Iter [27500/40000] lr: 3.125e-04, eta: 0:21:44, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7550, decode.acc_seg: 72.3263, loss: 0.7550 2024-01-03 22:51:02,791 - mmseg - INFO - Iter [27550/40000] lr: 3.113e-04, eta: 0:21:38, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7476, decode.acc_seg: 72.4249, loss: 0.7476 2024-01-03 22:51:07,819 - mmseg - INFO - Iter [27600/40000] lr: 3.100e-04, eta: 0:21:33, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7656, decode.acc_seg: 72.4976, loss: 0.7656 2024-01-03 22:51:12,850 - mmseg - INFO - Iter [27650/40000] lr: 3.088e-04, eta: 0:21:28, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7886, decode.acc_seg: 70.7976, loss: 0.7886 2024-01-03 22:51:17,884 - mmseg - INFO - Iter [27700/40000] lr: 3.075e-04, eta: 0:21:23, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7595, decode.acc_seg: 72.2123, loss: 0.7595 2024-01-03 22:51:22,921 - mmseg - INFO - Iter [27750/40000] lr: 3.063e-04, eta: 0:21:17, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.8047, decode.acc_seg: 70.8722, loss: 0.8047 2024-01-03 22:51:30,169 - mmseg - INFO - Iter [27800/40000] lr: 3.050e-04, eta: 0:21:13, time: 0.145, data_time: 0.047, memory: 3301, decode.loss_ce: 0.7693, decode.acc_seg: 72.1394, loss: 0.7693 2024-01-03 22:51:35,199 - mmseg - INFO - Iter [27850/40000] lr: 3.038e-04, eta: 0:21:08, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7390, decode.acc_seg: 73.0362, loss: 0.7390 2024-01-03 22:51:40,217 - mmseg - INFO - Iter [27900/40000] lr: 3.025e-04, eta: 0:21:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7225, decode.acc_seg: 73.3835, loss: 0.7225 2024-01-03 22:51:45,293 - mmseg - INFO - Iter [27950/40000] lr: 3.013e-04, eta: 0:20:57, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7542, decode.acc_seg: 72.7938, loss: 0.7542 2024-01-03 22:51:50,314 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:51:50,314 - mmseg - INFO - Iter [28000/40000] lr: 3.000e-04, eta: 0:20:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7589, decode.acc_seg: 72.3503, loss: 0.7589 2024-01-03 22:51:55,333 - mmseg - INFO - Iter [28050/40000] lr: 2.988e-04, eta: 0:20:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7562, decode.acc_seg: 71.9244, loss: 0.7562 2024-01-03 22:52:00,359 - mmseg - INFO - Iter [28100/40000] lr: 2.975e-04, eta: 0:20:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7688, decode.acc_seg: 72.0196, loss: 0.7688 2024-01-03 22:52:05,490 - mmseg - INFO - Iter [28150/40000] lr: 2.963e-04, eta: 0:20:36, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7459, decode.acc_seg: 72.6527, loss: 0.7459 2024-01-03 22:52:10,508 - mmseg - INFO - Iter [28200/40000] lr: 2.950e-04, eta: 0:20:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7788, decode.acc_seg: 72.1916, loss: 0.7788 2024-01-03 22:52:15,726 - mmseg - INFO - Iter [28250/40000] lr: 2.938e-04, eta: 0:20:25, time: 0.104, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7783, decode.acc_seg: 71.1707, loss: 0.7783 2024-01-03 22:52:20,748 - mmseg - INFO - Iter [28300/40000] lr: 2.925e-04, eta: 0:20:20, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7472, decode.acc_seg: 72.4681, loss: 0.7472 2024-01-03 22:52:25,764 - mmseg - INFO - Iter [28350/40000] lr: 2.913e-04, eta: 0:20:15, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7815, decode.acc_seg: 71.1062, loss: 0.7815 2024-01-03 22:52:30,783 - mmseg - INFO - Iter [28400/40000] lr: 2.900e-04, eta: 0:20:09, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7396, decode.acc_seg: 72.8135, loss: 0.7396 2024-01-03 22:52:35,805 - mmseg - INFO - Iter [28450/40000] lr: 2.888e-04, eta: 0:20:04, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7484, decode.acc_seg: 73.0361, loss: 0.7484 2024-01-03 22:52:40,823 - mmseg - INFO - Iter [28500/40000] lr: 2.875e-04, eta: 0:19:59, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7597, decode.acc_seg: 72.5437, loss: 0.7597 2024-01-03 22:52:45,846 - mmseg - INFO - Iter [28550/40000] lr: 2.863e-04, eta: 0:19:54, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7701, decode.acc_seg: 71.8651, loss: 0.7701 2024-01-03 22:52:50,860 - mmseg - INFO - Iter [28600/40000] lr: 2.850e-04, eta: 0:19:48, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7726, decode.acc_seg: 72.1517, loss: 0.7726 2024-01-03 22:52:55,881 - mmseg - INFO - Iter [28650/40000] lr: 2.838e-04, eta: 0:19:43, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7796, decode.acc_seg: 71.2572, loss: 0.7796 2024-01-03 22:53:00,895 - mmseg - INFO - Iter [28700/40000] lr: 2.825e-04, eta: 0:19:38, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7168, decode.acc_seg: 73.0409, loss: 0.7168 2024-01-03 22:53:05,917 - mmseg - INFO - Iter [28750/40000] lr: 2.813e-04, eta: 0:19:32, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7622, decode.acc_seg: 72.5883, loss: 0.7622 2024-01-03 22:53:10,935 - mmseg - INFO - Iter [28800/40000] lr: 2.800e-04, eta: 0:19:27, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7951, decode.acc_seg: 72.1359, loss: 0.7951 2024-01-03 22:53:15,954 - mmseg - INFO - Iter [28850/40000] lr: 2.788e-04, eta: 0:19:22, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8018, decode.acc_seg: 71.2957, loss: 0.8018 2024-01-03 22:53:20,981 - mmseg - INFO - Iter [28900/40000] lr: 2.775e-04, eta: 0:19:17, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7836, decode.acc_seg: 71.7126, loss: 0.7836 2024-01-03 22:53:26,003 - mmseg - INFO - Iter [28950/40000] lr: 2.763e-04, eta: 0:19:11, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7406, decode.acc_seg: 72.3816, loss: 0.7406 2024-01-03 22:53:31,027 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:53:31,027 - mmseg - INFO - Iter [29000/40000] lr: 2.750e-04, eta: 0:19:06, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7812, decode.acc_seg: 71.1958, loss: 0.7812 2024-01-03 22:53:38,357 - mmseg - INFO - Iter [29050/40000] lr: 2.738e-04, eta: 0:19:02, time: 0.147, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7972, decode.acc_seg: 71.3255, loss: 0.7972 2024-01-03 22:53:43,380 - mmseg - INFO - Iter [29100/40000] lr: 2.725e-04, eta: 0:18:56, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7603, decode.acc_seg: 72.0467, loss: 0.7603 2024-01-03 22:53:48,402 - mmseg - INFO - Iter [29150/40000] lr: 2.713e-04, eta: 0:18:51, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7680, decode.acc_seg: 72.3158, loss: 0.7680 2024-01-03 22:53:53,419 - mmseg - INFO - Iter [29200/40000] lr: 2.700e-04, eta: 0:18:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7463, decode.acc_seg: 72.1871, loss: 0.7463 2024-01-03 22:53:58,436 - mmseg - INFO - Iter [29250/40000] lr: 2.688e-04, eta: 0:18:40, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7395, decode.acc_seg: 72.7705, loss: 0.7395 2024-01-03 22:54:03,618 - mmseg - INFO - Iter [29300/40000] lr: 2.675e-04, eta: 0:18:35, time: 0.104, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7821, decode.acc_seg: 71.4504, loss: 0.7821 2024-01-03 22:54:08,639 - mmseg - INFO - Iter [29350/40000] lr: 2.663e-04, eta: 0:18:30, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7625, decode.acc_seg: 71.6822, loss: 0.7625 2024-01-03 22:54:13,656 - mmseg - INFO - Iter [29400/40000] lr: 2.650e-04, eta: 0:18:25, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7387, decode.acc_seg: 73.0465, loss: 0.7387 2024-01-03 22:54:18,688 - mmseg - INFO - Iter [29450/40000] lr: 2.638e-04, eta: 0:18:19, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7560, decode.acc_seg: 72.5575, loss: 0.7560 2024-01-03 22:54:23,769 - mmseg - INFO - Iter [29500/40000] lr: 2.625e-04, eta: 0:18:14, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7826, decode.acc_seg: 71.8037, loss: 0.7826 2024-01-03 22:54:28,788 - mmseg - INFO - Iter [29550/40000] lr: 2.613e-04, eta: 0:18:09, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7869, decode.acc_seg: 71.5126, loss: 0.7869 2024-01-03 22:54:33,805 - mmseg - INFO - Iter [29600/40000] lr: 2.600e-04, eta: 0:18:04, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7627, decode.acc_seg: 71.8874, loss: 0.7627 2024-01-03 22:54:38,822 - mmseg - INFO - Iter [29650/40000] lr: 2.588e-04, eta: 0:17:58, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7607, decode.acc_seg: 72.5949, loss: 0.7607 2024-01-03 22:54:43,841 - mmseg - INFO - Iter [29700/40000] lr: 2.575e-04, eta: 0:17:53, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7452, decode.acc_seg: 73.0733, loss: 0.7452 2024-01-03 22:54:48,872 - mmseg - INFO - Iter [29750/40000] lr: 2.563e-04, eta: 0:17:48, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7781, decode.acc_seg: 71.2230, loss: 0.7781 2024-01-03 22:54:53,897 - mmseg - INFO - Iter [29800/40000] lr: 2.550e-04, eta: 0:17:42, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7641, decode.acc_seg: 72.2151, loss: 0.7641 2024-01-03 22:54:58,919 - mmseg - INFO - Iter [29850/40000] lr: 2.538e-04, eta: 0:17:37, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7449, decode.acc_seg: 72.1320, loss: 0.7449 2024-01-03 22:55:03,941 - mmseg - INFO - Iter [29900/40000] lr: 2.525e-04, eta: 0:17:32, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7833, decode.acc_seg: 70.7698, loss: 0.7833 2024-01-03 22:55:08,953 - mmseg - INFO - Iter [29950/40000] lr: 2.513e-04, eta: 0:17:27, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7793, decode.acc_seg: 72.1593, loss: 0.7793 2024-01-03 22:55:13,930 - mmseg - INFO - Saving checkpoint at 30000 iterations 2024-01-03 22:55:14,006 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:55:14,006 - mmseg - INFO - Iter [30000/40000] lr: 2.500e-04, eta: 0:17:21, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7335, decode.acc_seg: 73.4229, loss: 0.7335 2024-01-03 22:55:28,220 - mmseg - INFO - per class results: 2024-01-03 22:55:28,225 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 62.71 | 79.85 | | building | 76.12 | 87.35 | | sky | 88.63 | 94.7 | | floor | 67.61 | 82.92 | | tree | 65.71 | 82.58 | | ceiling | 68.12 | 78.63 | | road | 73.07 | 88.5 | | bed | 76.33 | 89.34 | | windowpane | 47.52 | 70.33 | | grass | 63.38 | 79.35 | | cabinet | 43.82 | 56.42 | | sidewalk | 45.54 | 58.48 | | person | 68.47 | 85.22 | | earth | 30.28 | 43.16 | | door | 23.91 | 29.51 | | table | 38.41 | 56.43 | | mountain | 48.62 | 61.43 | | plant | 41.3 | 51.17 | | curtain | 55.63 | 67.69 | | chair | 40.44 | 59.68 | | car | 72.66 | 86.81 | | water | 48.37 | 64.79 | | painting | 51.01 | 70.64 | | sofa | 47.73 | 73.75 | | shelf | 31.62 | 46.57 | | house | 44.7 | 76.37 | | sea | 56.98 | 82.38 | | mirror | 29.63 | 35.49 | | rug | 39.16 | 45.21 | | field | 31.78 | 50.45 | | armchair | 19.87 | 27.68 | | seat | 44.97 | 68.59 | | fence | 33.11 | 44.25 | | desk | 28.69 | 39.79 | | rock | 43.47 | 75.8 | | wardrobe | 40.09 | 59.67 | | lamp | 35.62 | 45.37 | | bathtub | 48.76 | 71.73 | | railing | 28.76 | 34.61 | | cushion | 39.14 | 53.04 | | base | 15.3 | 30.33 | | box | 14.39 | 17.51 | | column | 32.42 | 39.73 | | signboard | 26.92 | 37.27 | | chest of drawers | 28.51 | 52.64 | | counter | 25.53 | 33.6 | | sand | 34.36 | 51.63 | | sink | 50.27 | 58.01 | | skyscraper | 53.2 | 70.96 | | fireplace | 44.83 | 68.8 | | refrigerator | 44.55 | 64.48 | | grandstand | 33.7 | 67.01 | | path | 16.88 | 26.73 | | stairs | 20.49 | 24.83 | | runway | 60.04 | 82.98 | | case | 44.72 | 55.32 | | pool table | 79.87 | 93.81 | | pillow | 36.93 | 44.61 | | screen door | 38.08 | 54.79 | | stairway | 35.21 | 50.24 | | river | 13.03 | 30.19 | | bridge | 49.83 | 70.33 | | bookcase | 36.72 | 51.25 | | blind | 16.76 | 19.0 | | coffee table | 41.82 | 69.5 | | toilet | 66.32 | 79.15 | | flower | 30.42 | 42.79 | | book | 40.01 | 56.33 | | hill | 2.59 | 3.7 | | bench | 37.34 | 48.8 | | countertop | 39.07 | 59.08 | | stove | 49.49 | 64.04 | | palm | 45.71 | 59.57 | | kitchen island | 23.72 | 59.2 | | computer | 57.98 | 86.06 | | swivel chair | 31.53 | 48.49 | | boat | 44.27 | 81.05 | | bar | 20.31 | 26.17 | | arcade machine | 33.68 | 38.39 | | hovel | 21.52 | 24.87 | | bus | 70.6 | 81.77 | | towel | 39.76 | 51.81 | | light | 35.23 | 45.04 | | truck | 17.54 | 30.95 | | tower | 24.1 | 37.19 | | chandelier | 53.61 | 73.24 | | awning | 22.12 | 25.56 | | streetlight | 11.01 | 12.4 | | booth | 42.81 | 62.23 | | television receiver | 41.41 | 53.96 | | airplane | 49.88 | 59.05 | | dirt track | 1.07 | 4.7 | | apparel | 30.17 | 37.78 | | pole | 9.6 | 11.4 | | land | 0.99 | 1.14 | | bannister | 11.73 | 16.89 | | escalator | 40.72 | 58.08 | | ottoman | 14.76 | 16.82 | | bottle | 23.82 | 30.82 | | buffet | 30.74 | 44.17 | | poster | 19.33 | 23.88 | | stage | 8.45 | 30.49 | | van | 27.88 | 36.57 | | ship | 6.16 | 7.81 | | fountain | 14.93 | 16.64 | | conveyer belt | 63.54 | 89.72 | | canopy | 30.67 | 44.05 | | washer | 67.53 | 80.22 | | plaything | 15.73 | 26.59 | | swimming pool | 58.37 | 73.94 | | stool | 16.84 | 18.71 | | barrel | 18.29 | 20.87 | | basket | 24.73 | 30.03 | | waterfall | 45.39 | 51.25 | | tent | 65.13 | 99.43 | | bag | 7.66 | 9.15 | | minibike | 56.47 | 68.36 | | cradle | 57.32 | 80.54 | | oven | 6.97 | 9.49 | | ball | 44.05 | 67.52 | | food | 46.98 | 56.03 | | step | 0.29 | 0.33 | | tank | 45.75 | 54.94 | | trade name | 16.42 | 17.82 | | microwave | 62.29 | 79.2 | | pot | 17.29 | 18.99 | | animal | 56.76 | 63.34 | | bicycle | 45.84 | 72.59 | | lake | 42.4 | 46.45 | | dishwasher | 38.47 | 53.59 | | screen | 39.23 | 59.15 | | blanket | 3.39 | 3.8 | | sculpture | 49.34 | 62.12 | | hood | 38.42 | 43.96 | | sconce | 20.58 | 23.81 | | vase | 13.73 | 19.71 | | traffic light | 20.84 | 29.09 | | tray | 7.07 | 10.94 | | ashcan | 20.85 | 25.45 | | fan | 45.07 | 61.58 | | pier | 33.2 | 48.75 | | crt screen | 3.85 | 10.96 | | plate | 29.5 | 35.8 | | monitor | 5.66 | 6.42 | | bulletin board | 31.83 | 36.05 | | shower | 0.97 | 3.37 | | radiator | 50.35 | 56.14 | | glass | 4.66 | 4.87 | | clock | 9.97 | 11.98 | | flag | 27.13 | 34.43 | +---------------------+-------+-------+ 2024-01-03 22:55:28,226 - mmseg - INFO - Summary: 2024-01-03 22:55:28,226 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 74.26 | 36.24 | 48.61 | +-------+-------+-------+ 2024-01-03 22:55:28,226 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:55:28,227 - mmseg - INFO - Iter(val) [250] aAcc: 0.7426, mIoU: 0.3624, mAcc: 0.4861, IoU.wall: 0.6271, IoU.building: 0.7612, IoU.sky: 0.8863, IoU.floor: 0.6761, IoU.tree: 0.6571, IoU.ceiling: 0.6812, IoU.road: 0.7307, IoU.bed : 0.7633, IoU.windowpane: 0.4752, IoU.grass: 0.6338, IoU.cabinet: 0.4382, IoU.sidewalk: 0.4554, IoU.person: 0.6847, IoU.earth: 0.3028, IoU.door: 0.2391, IoU.table: 0.3841, IoU.mountain: 0.4862, IoU.plant: 0.4130, IoU.curtain: 0.5563, IoU.chair: 0.4044, IoU.car: 0.7266, IoU.water: 0.4837, IoU.painting: 0.5101, IoU.sofa: 0.4773, IoU.shelf: 0.3162, IoU.house: 0.4470, IoU.sea: 0.5698, IoU.mirror: 0.2963, IoU.rug: 0.3916, IoU.field: 0.3178, IoU.armchair: 0.1987, IoU.seat: 0.4497, IoU.fence: 0.3311, IoU.desk: 0.2869, IoU.rock: 0.4347, IoU.wardrobe: 0.4009, IoU.lamp: 0.3562, IoU.bathtub: 0.4876, IoU.railing: 0.2876, IoU.cushion: 0.3914, IoU.base: 0.1530, IoU.box: 0.1439, IoU.column: 0.3242, IoU.signboard: 0.2692, IoU.chest of drawers: 0.2851, IoU.counter: 0.2553, IoU.sand: 0.3436, IoU.sink: 0.5027, IoU.skyscraper: 0.5320, IoU.fireplace: 0.4483, IoU.refrigerator: 0.4455, IoU.grandstand: 0.3370, IoU.path: 0.1688, IoU.stairs: 0.2049, IoU.runway: 0.6004, IoU.case: 0.4472, IoU.pool table: 0.7987, IoU.pillow: 0.3693, IoU.screen door: 0.3808, IoU.stairway: 0.3521, IoU.river: 0.1303, IoU.bridge: 0.4983, IoU.bookcase: 0.3672, IoU.blind: 0.1676, IoU.coffee table: 0.4182, IoU.toilet: 0.6632, IoU.flower: 0.3042, IoU.book: 0.4001, IoU.hill: 0.0259, IoU.bench: 0.3734, IoU.countertop: 0.3907, IoU.stove: 0.4949, IoU.palm: 0.4571, IoU.kitchen island: 0.2372, IoU.computer: 0.5798, IoU.swivel chair: 0.3153, IoU.boat: 0.4427, IoU.bar: 0.2031, IoU.arcade machine: 0.3368, IoU.hovel: 0.2152, IoU.bus: 0.7060, IoU.towel: 0.3976, IoU.light: 0.3523, IoU.truck: 0.1754, IoU.tower: 0.2410, IoU.chandelier: 0.5361, IoU.awning: 0.2212, IoU.streetlight: 0.1101, IoU.booth: 0.4281, IoU.television receiver: 0.4141, IoU.airplane: 0.4988, IoU.dirt track: 0.0107, IoU.apparel: 0.3017, IoU.pole: 0.0960, IoU.land: 0.0099, IoU.bannister: 0.1173, IoU.escalator: 0.4072, IoU.ottoman: 0.1476, IoU.bottle: 0.2382, IoU.buffet: 0.3074, IoU.poster: 0.1933, IoU.stage: 0.0845, IoU.van: 0.2788, IoU.ship: 0.0616, IoU.fountain: 0.1493, IoU.conveyer belt: 0.6354, IoU.canopy: 0.3067, IoU.washer: 0.6753, IoU.plaything: 0.1573, IoU.swimming pool: 0.5837, IoU.stool: 0.1684, IoU.barrel: 0.1829, IoU.basket: 0.2473, IoU.waterfall: 0.4539, IoU.tent: 0.6513, IoU.bag: 0.0766, IoU.minibike: 0.5647, IoU.cradle: 0.5732, IoU.oven: 0.0697, IoU.ball: 0.4405, IoU.food: 0.4698, IoU.step: 0.0029, IoU.tank: 0.4575, IoU.trade name: 0.1642, IoU.microwave: 0.6229, IoU.pot: 0.1729, IoU.animal: 0.5676, IoU.bicycle: 0.4584, IoU.lake: 0.4240, IoU.dishwasher: 0.3847, IoU.screen: 0.3923, IoU.blanket: 0.0339, IoU.sculpture: 0.4934, IoU.hood: 0.3842, IoU.sconce: 0.2058, IoU.vase: 0.1373, IoU.traffic light: 0.2084, IoU.tray: 0.0707, IoU.ashcan: 0.2085, IoU.fan: 0.4507, IoU.pier: 0.3320, IoU.crt screen: 0.0385, IoU.plate: 0.2950, IoU.monitor: 0.0566, IoU.bulletin board: 0.3183, IoU.shower: 0.0097, IoU.radiator: 0.5035, IoU.glass: 0.0466, IoU.clock: 0.0997, IoU.flag: 0.2713, Acc.wall: 0.7985, Acc.building: 0.8735, Acc.sky: 0.9470, Acc.floor: 0.8292, Acc.tree: 0.8258, Acc.ceiling: 0.7863, Acc.road: 0.8850, Acc.bed : 0.8934, Acc.windowpane: 0.7033, Acc.grass: 0.7935, Acc.cabinet: 0.5642, Acc.sidewalk: 0.5848, Acc.person: 0.8522, Acc.earth: 0.4316, Acc.door: 0.2951, Acc.table: 0.5643, Acc.mountain: 0.6143, Acc.plant: 0.5117, Acc.curtain: 0.6769, Acc.chair: 0.5968, Acc.car: 0.8681, Acc.water: 0.6479, Acc.painting: 0.7064, Acc.sofa: 0.7375, Acc.shelf: 0.4657, Acc.house: 0.7637, Acc.sea: 0.8238, Acc.mirror: 0.3549, Acc.rug: 0.4521, Acc.field: 0.5045, Acc.armchair: 0.2768, Acc.seat: 0.6859, Acc.fence: 0.4425, Acc.desk: 0.3979, Acc.rock: 0.7580, Acc.wardrobe: 0.5967, Acc.lamp: 0.4537, Acc.bathtub: 0.7173, Acc.railing: 0.3461, Acc.cushion: 0.5304, Acc.base: 0.3033, Acc.box: 0.1751, Acc.column: 0.3973, Acc.signboard: 0.3727, Acc.chest of drawers: 0.5264, Acc.counter: 0.3360, Acc.sand: 0.5163, Acc.sink: 0.5801, Acc.skyscraper: 0.7096, Acc.fireplace: 0.6880, Acc.refrigerator: 0.6448, Acc.grandstand: 0.6701, Acc.path: 0.2673, Acc.stairs: 0.2483, Acc.runway: 0.8298, Acc.case: 0.5532, Acc.pool table: 0.9381, Acc.pillow: 0.4461, Acc.screen door: 0.5479, Acc.stairway: 0.5024, Acc.river: 0.3019, Acc.bridge: 0.7033, Acc.bookcase: 0.5125, Acc.blind: 0.1900, Acc.coffee table: 0.6950, Acc.toilet: 0.7915, Acc.flower: 0.4279, Acc.book: 0.5633, Acc.hill: 0.0370, Acc.bench: 0.4880, Acc.countertop: 0.5908, Acc.stove: 0.6404, Acc.palm: 0.5957, Acc.kitchen island: 0.5920, Acc.computer: 0.8606, Acc.swivel chair: 0.4849, Acc.boat: 0.8105, Acc.bar: 0.2617, Acc.arcade machine: 0.3839, Acc.hovel: 0.2487, Acc.bus: 0.8177, Acc.towel: 0.5181, Acc.light: 0.4504, Acc.truck: 0.3095, Acc.tower: 0.3719, Acc.chandelier: 0.7324, Acc.awning: 0.2556, Acc.streetlight: 0.1240, Acc.booth: 0.6223, Acc.television receiver: 0.5396, Acc.airplane: 0.5905, Acc.dirt track: 0.0470, Acc.apparel: 0.3778, Acc.pole: 0.1140, Acc.land: 0.0114, Acc.bannister: 0.1689, Acc.escalator: 0.5808, Acc.ottoman: 0.1682, Acc.bottle: 0.3082, Acc.buffet: 0.4417, Acc.poster: 0.2388, Acc.stage: 0.3049, Acc.van: 0.3657, Acc.ship: 0.0781, Acc.fountain: 0.1664, Acc.conveyer belt: 0.8972, Acc.canopy: 0.4405, Acc.washer: 0.8022, Acc.plaything: 0.2659, Acc.swimming pool: 0.7394, Acc.stool: 0.1871, Acc.barrel: 0.2087, Acc.basket: 0.3003, Acc.waterfall: 0.5125, Acc.tent: 0.9943, Acc.bag: 0.0915, Acc.minibike: 0.6836, Acc.cradle: 0.8054, Acc.oven: 0.0949, Acc.ball: 0.6752, Acc.food: 0.5603, Acc.step: 0.0033, Acc.tank: 0.5494, Acc.trade name: 0.1782, Acc.microwave: 0.7920, Acc.pot: 0.1899, Acc.animal: 0.6334, Acc.bicycle: 0.7259, Acc.lake: 0.4645, Acc.dishwasher: 0.5359, Acc.screen: 0.5915, Acc.blanket: 0.0380, Acc.sculpture: 0.6212, Acc.hood: 0.4396, Acc.sconce: 0.2381, Acc.vase: 0.1971, Acc.traffic light: 0.2909, Acc.tray: 0.1094, Acc.ashcan: 0.2545, Acc.fan: 0.6158, Acc.pier: 0.4875, Acc.crt screen: 0.1096, Acc.plate: 0.3580, Acc.monitor: 0.0642, Acc.bulletin board: 0.3605, Acc.shower: 0.0337, Acc.radiator: 0.5614, Acc.glass: 0.0487, Acc.clock: 0.1198, Acc.flag: 0.3443 2024-01-03 22:55:33,252 - mmseg - INFO - Iter [30050/40000] lr: 2.488e-04, eta: 0:17:21, time: 0.384, data_time: 0.287, memory: 3301, decode.loss_ce: 0.7548, decode.acc_seg: 71.9692, loss: 0.7548 2024-01-03 22:55:38,274 - mmseg - INFO - Iter [30100/40000] lr: 2.475e-04, eta: 0:17:15, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7612, decode.acc_seg: 71.7432, loss: 0.7612 2024-01-03 22:55:43,288 - mmseg - INFO - Iter [30150/40000] lr: 2.463e-04, eta: 0:17:10, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7698, decode.acc_seg: 72.1273, loss: 0.7698 2024-01-03 22:55:48,310 - mmseg - INFO - Iter [30200/40000] lr: 2.450e-04, eta: 0:17:05, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7460, decode.acc_seg: 72.8415, loss: 0.7460 2024-01-03 22:55:53,328 - mmseg - INFO - Iter [30250/40000] lr: 2.438e-04, eta: 0:17:00, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7659, decode.acc_seg: 72.1671, loss: 0.7659 2024-01-03 22:55:58,346 - mmseg - INFO - Iter [30300/40000] lr: 2.425e-04, eta: 0:16:54, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7820, decode.acc_seg: 71.6429, loss: 0.7820 2024-01-03 22:56:05,646 - mmseg - INFO - Iter [30350/40000] lr: 2.413e-04, eta: 0:16:50, time: 0.146, data_time: 0.048, memory: 3301, decode.loss_ce: 0.7365, decode.acc_seg: 73.0484, loss: 0.7365 2024-01-03 22:56:10,666 - mmseg - INFO - Iter [30400/40000] lr: 2.400e-04, eta: 0:16:44, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7781, decode.acc_seg: 71.0046, loss: 0.7781 2024-01-03 22:56:15,694 - mmseg - INFO - Iter [30450/40000] lr: 2.388e-04, eta: 0:16:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7715, decode.acc_seg: 72.3175, loss: 0.7715 2024-01-03 22:56:20,715 - mmseg - INFO - Iter [30500/40000] lr: 2.375e-04, eta: 0:16:34, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7623, decode.acc_seg: 71.9129, loss: 0.7623 2024-01-03 22:56:25,738 - mmseg - INFO - Iter [30550/40000] lr: 2.363e-04, eta: 0:16:29, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7601, decode.acc_seg: 72.1011, loss: 0.7601 2024-01-03 22:56:31,090 - mmseg - INFO - Iter [30600/40000] lr: 2.350e-04, eta: 0:16:23, time: 0.107, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7981, decode.acc_seg: 70.4559, loss: 0.7981 2024-01-03 22:56:36,109 - mmseg - INFO - Iter [30650/40000] lr: 2.338e-04, eta: 0:16:18, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7552, decode.acc_seg: 72.8067, loss: 0.7552 2024-01-03 22:56:41,128 - mmseg - INFO - Iter [30700/40000] lr: 2.325e-04, eta: 0:16:13, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7937, decode.acc_seg: 71.2472, loss: 0.7937 2024-01-03 22:56:46,150 - mmseg - INFO - Iter [30750/40000] lr: 2.313e-04, eta: 0:16:07, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7418, decode.acc_seg: 73.3175, loss: 0.7418 2024-01-03 22:56:51,169 - mmseg - INFO - Iter [30800/40000] lr: 2.300e-04, eta: 0:16:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7667, decode.acc_seg: 71.7671, loss: 0.7667 2024-01-03 22:56:56,196 - mmseg - INFO - Iter [30850/40000] lr: 2.288e-04, eta: 0:15:57, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7264, decode.acc_seg: 73.5514, loss: 0.7264 2024-01-03 22:57:01,224 - mmseg - INFO - Iter [30900/40000] lr: 2.275e-04, eta: 0:15:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7891, decode.acc_seg: 71.9498, loss: 0.7891 2024-01-03 22:57:06,244 - mmseg - INFO - Iter [30950/40000] lr: 2.263e-04, eta: 0:15:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7463, decode.acc_seg: 72.8482, loss: 0.7463 2024-01-03 22:57:11,272 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:57:11,272 - mmseg - INFO - Iter [31000/40000] lr: 2.250e-04, eta: 0:15:41, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7831, decode.acc_seg: 71.1364, loss: 0.7831 2024-01-03 22:57:16,281 - mmseg - INFO - Iter [31050/40000] lr: 2.238e-04, eta: 0:15:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7485, decode.acc_seg: 72.6115, loss: 0.7485 2024-01-03 22:57:21,315 - mmseg - INFO - Iter [31100/40000] lr: 2.225e-04, eta: 0:15:30, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7767, decode.acc_seg: 71.4633, loss: 0.7767 2024-01-03 22:57:26,496 - mmseg - INFO - Iter [31150/40000] lr: 2.213e-04, eta: 0:15:25, time: 0.104, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7758, decode.acc_seg: 72.1768, loss: 0.7758 2024-01-03 22:57:31,522 - mmseg - INFO - Iter [31200/40000] lr: 2.200e-04, eta: 0:15:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7522, decode.acc_seg: 72.3242, loss: 0.7522 2024-01-03 22:57:36,646 - mmseg - INFO - Iter [31250/40000] lr: 2.188e-04, eta: 0:15:15, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7140, decode.acc_seg: 73.5493, loss: 0.7140 2024-01-03 22:57:41,666 - mmseg - INFO - Iter [31300/40000] lr: 2.175e-04, eta: 0:15:09, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7213, decode.acc_seg: 73.1473, loss: 0.7213 2024-01-03 22:57:46,687 - mmseg - INFO - Iter [31350/40000] lr: 2.163e-04, eta: 0:15:04, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7632, decode.acc_seg: 72.4280, loss: 0.7632 2024-01-03 22:57:51,702 - mmseg - INFO - Iter [31400/40000] lr: 2.150e-04, eta: 0:14:59, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7226, decode.acc_seg: 73.0657, loss: 0.7226 2024-01-03 22:57:56,721 - mmseg - INFO - Iter [31450/40000] lr: 2.138e-04, eta: 0:14:53, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7446, decode.acc_seg: 72.4740, loss: 0.7446 2024-01-03 22:58:01,743 - mmseg - INFO - Iter [31500/40000] lr: 2.125e-04, eta: 0:14:48, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7656, decode.acc_seg: 72.0207, loss: 0.7656 2024-01-03 22:58:06,761 - mmseg - INFO - Iter [31550/40000] lr: 2.113e-04, eta: 0:14:43, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7695, decode.acc_seg: 71.2728, loss: 0.7695 2024-01-03 22:58:14,037 - mmseg - INFO - Iter [31600/40000] lr: 2.100e-04, eta: 0:14:38, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7347, decode.acc_seg: 72.8008, loss: 0.7347 2024-01-03 22:58:19,062 - mmseg - INFO - Iter [31650/40000] lr: 2.088e-04, eta: 0:14:33, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7746, decode.acc_seg: 71.8101, loss: 0.7746 2024-01-03 22:58:24,085 - mmseg - INFO - Iter [31700/40000] lr: 2.075e-04, eta: 0:14:28, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7527, decode.acc_seg: 72.9962, loss: 0.7527 2024-01-03 22:58:29,111 - mmseg - INFO - Iter [31750/40000] lr: 2.063e-04, eta: 0:14:22, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7284, decode.acc_seg: 73.1409, loss: 0.7284 2024-01-03 22:58:34,129 - mmseg - INFO - Iter [31800/40000] lr: 2.050e-04, eta: 0:14:17, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7256, decode.acc_seg: 73.9010, loss: 0.7256 2024-01-03 22:58:39,147 - mmseg - INFO - Iter [31850/40000] lr: 2.038e-04, eta: 0:14:12, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7451, decode.acc_seg: 72.1873, loss: 0.7451 2024-01-03 22:58:44,165 - mmseg - INFO - Iter [31900/40000] lr: 2.025e-04, eta: 0:14:06, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7158, decode.acc_seg: 73.2715, loss: 0.7158 2024-01-03 22:58:49,190 - mmseg - INFO - Iter [31950/40000] lr: 2.013e-04, eta: 0:14:01, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7320, decode.acc_seg: 73.1663, loss: 0.7320 2024-01-03 22:58:54,203 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 22:58:54,203 - mmseg - INFO - Iter [32000/40000] lr: 2.000e-04, eta: 0:13:56, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7752, decode.acc_seg: 72.3858, loss: 0.7752 2024-01-03 22:58:59,220 - mmseg - INFO - Iter [32050/40000] lr: 1.988e-04, eta: 0:13:51, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7703, decode.acc_seg: 71.9515, loss: 0.7703 2024-01-03 22:59:04,239 - mmseg - INFO - Iter [32100/40000] lr: 1.975e-04, eta: 0:13:45, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7582, decode.acc_seg: 72.4537, loss: 0.7582 2024-01-03 22:59:09,259 - mmseg - INFO - Iter [32150/40000] lr: 1.963e-04, eta: 0:13:40, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7509, decode.acc_seg: 72.6901, loss: 0.7509 2024-01-03 22:59:14,416 - mmseg - INFO - Iter [32200/40000] lr: 1.950e-04, eta: 0:13:35, time: 0.103, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7405, decode.acc_seg: 73.1978, loss: 0.7405 2024-01-03 22:59:19,433 - mmseg - INFO - Iter [32250/40000] lr: 1.938e-04, eta: 0:13:30, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7615, decode.acc_seg: 71.7410, loss: 0.7615 2024-01-03 22:59:24,453 - mmseg - INFO - Iter [32300/40000] lr: 1.925e-04, eta: 0:13:24, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7698, decode.acc_seg: 71.6516, loss: 0.7698 2024-01-03 22:59:29,476 - mmseg - INFO - Iter [32350/40000] lr: 1.913e-04, eta: 0:13:19, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7612, decode.acc_seg: 71.6085, loss: 0.7612 2024-01-03 22:59:34,495 - mmseg - INFO - Iter [32400/40000] lr: 1.900e-04, eta: 0:13:14, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7955, decode.acc_seg: 71.2108, loss: 0.7955 2024-01-03 22:59:39,513 - mmseg - INFO - Iter [32450/40000] lr: 1.888e-04, eta: 0:13:08, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7588, decode.acc_seg: 72.7341, loss: 0.7588 2024-01-03 22:59:44,530 - mmseg - INFO - Iter [32500/40000] lr: 1.875e-04, eta: 0:13:03, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7366, decode.acc_seg: 72.5860, loss: 0.7366 2024-01-03 22:59:49,550 - mmseg - INFO - Iter [32550/40000] lr: 1.863e-04, eta: 0:12:58, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7148, decode.acc_seg: 73.8426, loss: 0.7148 2024-01-03 22:59:54,746 - mmseg - INFO - Iter [32600/40000] lr: 1.850e-04, eta: 0:12:53, time: 0.104, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8001, decode.acc_seg: 71.2867, loss: 0.8001 2024-01-03 22:59:59,767 - mmseg - INFO - Iter [32650/40000] lr: 1.838e-04, eta: 0:12:47, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7750, decode.acc_seg: 71.3872, loss: 0.7750 2024-01-03 23:00:04,789 - mmseg - INFO - Iter [32700/40000] lr: 1.825e-04, eta: 0:12:42, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7755, decode.acc_seg: 71.9336, loss: 0.7755 2024-01-03 23:00:09,807 - mmseg - INFO - Iter [32750/40000] lr: 1.813e-04, eta: 0:12:37, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7911, decode.acc_seg: 70.7741, loss: 0.7911 2024-01-03 23:00:14,821 - mmseg - INFO - Iter [32800/40000] lr: 1.800e-04, eta: 0:12:32, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7491, decode.acc_seg: 72.9396, loss: 0.7491 2024-01-03 23:00:22,043 - mmseg - INFO - Iter [32850/40000] lr: 1.788e-04, eta: 0:12:27, time: 0.144, data_time: 0.047, memory: 3301, decode.loss_ce: 0.7524, decode.acc_seg: 72.4850, loss: 0.7524 2024-01-03 23:00:27,069 - mmseg - INFO - Iter [32900/40000] lr: 1.775e-04, eta: 0:12:22, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7422, decode.acc_seg: 72.7783, loss: 0.7422 2024-01-03 23:00:32,094 - mmseg - INFO - Iter [32950/40000] lr: 1.763e-04, eta: 0:12:16, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7555, decode.acc_seg: 72.7219, loss: 0.7555 2024-01-03 23:00:37,251 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 23:00:37,251 - mmseg - INFO - Iter [33000/40000] lr: 1.750e-04, eta: 0:12:11, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7543, decode.acc_seg: 72.7652, loss: 0.7543 2024-01-03 23:00:42,273 - mmseg - INFO - Iter [33050/40000] lr: 1.738e-04, eta: 0:12:06, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7905, decode.acc_seg: 71.9400, loss: 0.7905 2024-01-03 23:00:47,291 - mmseg - INFO - Iter [33100/40000] lr: 1.725e-04, eta: 0:12:01, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7746, decode.acc_seg: 71.7316, loss: 0.7746 2024-01-03 23:00:52,312 - mmseg - INFO - Iter [33150/40000] lr: 1.713e-04, eta: 0:11:55, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7832, decode.acc_seg: 71.3516, loss: 0.7832 2024-01-03 23:00:57,342 - mmseg - INFO - Iter [33200/40000] lr: 1.700e-04, eta: 0:11:50, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7237, decode.acc_seg: 72.6523, loss: 0.7237 2024-01-03 23:01:02,364 - mmseg - INFO - Iter [33250/40000] lr: 1.688e-04, eta: 0:11:45, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7632, decode.acc_seg: 72.4671, loss: 0.7632 2024-01-03 23:01:07,381 - mmseg - INFO - Iter [33300/40000] lr: 1.675e-04, eta: 0:11:39, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7280, decode.acc_seg: 72.9714, loss: 0.7280 2024-01-03 23:01:12,407 - mmseg - INFO - Iter [33350/40000] lr: 1.663e-04, eta: 0:11:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7700, decode.acc_seg: 71.9983, loss: 0.7700 2024-01-03 23:01:17,423 - mmseg - INFO - Iter [33400/40000] lr: 1.650e-04, eta: 0:11:29, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7612, decode.acc_seg: 72.4772, loss: 0.7612 2024-01-03 23:01:22,442 - mmseg - INFO - Iter [33450/40000] lr: 1.638e-04, eta: 0:11:24, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7508, decode.acc_seg: 72.4145, loss: 0.7508 2024-01-03 23:01:27,462 - mmseg - INFO - Iter [33500/40000] lr: 1.625e-04, eta: 0:11:18, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7519, decode.acc_seg: 72.2057, loss: 0.7519 2024-01-03 23:01:32,483 - mmseg - INFO - Iter [33550/40000] lr: 1.613e-04, eta: 0:11:13, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7758, decode.acc_seg: 71.4326, loss: 0.7758 2024-01-03 23:01:37,500 - mmseg - INFO - Iter [33600/40000] lr: 1.600e-04, eta: 0:11:08, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7525, decode.acc_seg: 72.5757, loss: 0.7525 2024-01-03 23:01:42,576 - mmseg - INFO - Iter [33650/40000] lr: 1.588e-04, eta: 0:11:03, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7403, decode.acc_seg: 72.6902, loss: 0.7403 2024-01-03 23:01:47,592 - mmseg - INFO - Iter [33700/40000] lr: 1.575e-04, eta: 0:10:57, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7247, decode.acc_seg: 73.2521, loss: 0.7247 2024-01-03 23:01:52,611 - mmseg - INFO - Iter [33750/40000] lr: 1.563e-04, eta: 0:10:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7812, decode.acc_seg: 71.0752, loss: 0.7812 2024-01-03 23:01:57,633 - mmseg - INFO - Iter [33800/40000] lr: 1.550e-04, eta: 0:10:47, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7608, decode.acc_seg: 71.4849, loss: 0.7608 2024-01-03 23:02:02,655 - mmseg - INFO - Iter [33850/40000] lr: 1.538e-04, eta: 0:10:42, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7598, decode.acc_seg: 72.2801, loss: 0.7598 2024-01-03 23:02:07,668 - mmseg - INFO - Iter [33900/40000] lr: 1.525e-04, eta: 0:10:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7280, decode.acc_seg: 72.6927, loss: 0.7280 2024-01-03 23:02:12,688 - mmseg - INFO - Iter [33950/40000] lr: 1.513e-04, eta: 0:10:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7641, decode.acc_seg: 72.0992, loss: 0.7641 2024-01-03 23:02:17,708 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 23:02:17,708 - mmseg - INFO - Iter [34000/40000] lr: 1.500e-04, eta: 0:10:26, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7796, decode.acc_seg: 72.1648, loss: 0.7796 2024-01-03 23:02:22,722 - mmseg - INFO - Iter [34050/40000] lr: 1.488e-04, eta: 0:10:21, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7682, decode.acc_seg: 71.5808, loss: 0.7682 2024-01-03 23:02:27,753 - mmseg - INFO - Iter [34100/40000] lr: 1.475e-04, eta: 0:10:15, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7612, decode.acc_seg: 72.8704, loss: 0.7612 2024-01-03 23:02:35,209 - mmseg - INFO - Iter [34150/40000] lr: 1.463e-04, eta: 0:10:10, time: 0.149, data_time: 0.047, memory: 3301, decode.loss_ce: 0.7275, decode.acc_seg: 72.8085, loss: 0.7275 2024-01-03 23:02:40,238 - mmseg - INFO - Iter [34200/40000] lr: 1.450e-04, eta: 0:10:05, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7852, decode.acc_seg: 72.5776, loss: 0.7852 2024-01-03 23:02:45,268 - mmseg - INFO - Iter [34250/40000] lr: 1.438e-04, eta: 0:10:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7587, decode.acc_seg: 72.8426, loss: 0.7587 2024-01-03 23:02:50,291 - mmseg - INFO - Iter [34300/40000] lr: 1.425e-04, eta: 0:09:55, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7612, decode.acc_seg: 72.5685, loss: 0.7612 2024-01-03 23:02:55,326 - mmseg - INFO - Iter [34350/40000] lr: 1.413e-04, eta: 0:09:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7728, decode.acc_seg: 72.0359, loss: 0.7728 2024-01-03 23:03:00,356 - mmseg - INFO - Iter [34400/40000] lr: 1.400e-04, eta: 0:09:44, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7715, decode.acc_seg: 71.9498, loss: 0.7715 2024-01-03 23:03:05,387 - mmseg - INFO - Iter [34450/40000] lr: 1.388e-04, eta: 0:09:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7941, decode.acc_seg: 71.1199, loss: 0.7941 2024-01-03 23:03:10,413 - mmseg - INFO - Iter [34500/40000] lr: 1.375e-04, eta: 0:09:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7482, decode.acc_seg: 72.3204, loss: 0.7482 2024-01-03 23:03:15,442 - mmseg - INFO - Iter [34550/40000] lr: 1.363e-04, eta: 0:09:28, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7289, decode.acc_seg: 72.9324, loss: 0.7289 2024-01-03 23:03:20,478 - mmseg - INFO - Iter [34600/40000] lr: 1.350e-04, eta: 0:09:23, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7252, decode.acc_seg: 73.2913, loss: 0.7252 2024-01-03 23:03:25,508 - mmseg - INFO - Iter [34650/40000] lr: 1.338e-04, eta: 0:09:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7896, decode.acc_seg: 71.9728, loss: 0.7896 2024-01-03 23:03:30,539 - mmseg - INFO - Iter [34700/40000] lr: 1.325e-04, eta: 0:09:13, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7591, decode.acc_seg: 71.5524, loss: 0.7591 2024-01-03 23:03:35,864 - mmseg - INFO - Iter [34750/40000] lr: 1.313e-04, eta: 0:09:08, time: 0.106, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7636, decode.acc_seg: 71.6765, loss: 0.7636 2024-01-03 23:03:40,880 - mmseg - INFO - Iter [34800/40000] lr: 1.300e-04, eta: 0:09:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7480, decode.acc_seg: 72.3370, loss: 0.7480 2024-01-03 23:03:46,110 - mmseg - INFO - Iter [34850/40000] lr: 1.288e-04, eta: 0:08:57, time: 0.105, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7686, decode.acc_seg: 71.5701, loss: 0.7686 2024-01-03 23:03:51,127 - mmseg - INFO - Iter [34900/40000] lr: 1.275e-04, eta: 0:08:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7128, decode.acc_seg: 73.4547, loss: 0.7128 2024-01-03 23:03:56,148 - mmseg - INFO - Iter [34950/40000] lr: 1.263e-04, eta: 0:08:47, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7725, decode.acc_seg: 72.2497, loss: 0.7725 2024-01-03 23:04:01,167 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 23:04:01,167 - mmseg - INFO - Iter [35000/40000] lr: 1.250e-04, eta: 0:08:41, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7288, decode.acc_seg: 72.8793, loss: 0.7288 2024-01-03 23:04:06,191 - mmseg - INFO - Iter [35050/40000] lr: 1.238e-04, eta: 0:08:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7604, decode.acc_seg: 72.5394, loss: 0.7604 2024-01-03 23:04:11,217 - mmseg - INFO - Iter [35100/40000] lr: 1.225e-04, eta: 0:08:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7764, decode.acc_seg: 71.7180, loss: 0.7764 2024-01-03 23:04:16,243 - mmseg - INFO - Iter [35150/40000] lr: 1.213e-04, eta: 0:08:26, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7449, decode.acc_seg: 72.6710, loss: 0.7449 2024-01-03 23:04:21,268 - mmseg - INFO - Iter [35200/40000] lr: 1.200e-04, eta: 0:08:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7614, decode.acc_seg: 72.2549, loss: 0.7614 2024-01-03 23:04:26,288 - mmseg - INFO - Iter [35250/40000] lr: 1.188e-04, eta: 0:08:15, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7308, decode.acc_seg: 73.0514, loss: 0.7308 2024-01-03 23:04:31,313 - mmseg - INFO - Iter [35300/40000] lr: 1.175e-04, eta: 0:08:10, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7369, decode.acc_seg: 73.2164, loss: 0.7369 2024-01-03 23:04:36,334 - mmseg - INFO - Iter [35350/40000] lr: 1.163e-04, eta: 0:08:05, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7683, decode.acc_seg: 72.2824, loss: 0.7683 2024-01-03 23:04:43,519 - mmseg - INFO - Iter [35400/40000] lr: 1.150e-04, eta: 0:08:00, time: 0.144, data_time: 0.047, memory: 3301, decode.loss_ce: 0.7594, decode.acc_seg: 71.7791, loss: 0.7594 2024-01-03 23:04:48,539 - mmseg - INFO - Iter [35450/40000] lr: 1.138e-04, eta: 0:07:54, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7536, decode.acc_seg: 71.5981, loss: 0.7536 2024-01-03 23:04:53,564 - mmseg - INFO - Iter [35500/40000] lr: 1.125e-04, eta: 0:07:49, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7415, decode.acc_seg: 72.8955, loss: 0.7415 2024-01-03 23:04:58,588 - mmseg - INFO - Iter [35550/40000] lr: 1.113e-04, eta: 0:07:44, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7628, decode.acc_seg: 72.3972, loss: 0.7628 2024-01-03 23:05:03,615 - mmseg - INFO - Iter [35600/40000] lr: 1.100e-04, eta: 0:07:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7404, decode.acc_seg: 72.7547, loss: 0.7404 2024-01-03 23:05:08,636 - mmseg - INFO - Iter [35650/40000] lr: 1.088e-04, eta: 0:07:33, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7497, decode.acc_seg: 72.1438, loss: 0.7497 2024-01-03 23:05:13,651 - mmseg - INFO - Iter [35700/40000] lr: 1.075e-04, eta: 0:07:28, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7330, decode.acc_seg: 73.4892, loss: 0.7330 2024-01-03 23:05:18,671 - mmseg - INFO - Iter [35750/40000] lr: 1.063e-04, eta: 0:07:23, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7204, decode.acc_seg: 73.1727, loss: 0.7204 2024-01-03 23:05:23,903 - mmseg - INFO - Iter [35800/40000] lr: 1.050e-04, eta: 0:07:18, time: 0.105, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7190, decode.acc_seg: 73.5639, loss: 0.7190 2024-01-03 23:05:28,925 - mmseg - INFO - Iter [35850/40000] lr: 1.038e-04, eta: 0:07:12, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7492, decode.acc_seg: 72.8163, loss: 0.7492 2024-01-03 23:05:34,147 - mmseg - INFO - Iter [35900/40000] lr: 1.025e-04, eta: 0:07:07, time: 0.104, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7585, decode.acc_seg: 72.5574, loss: 0.7585 2024-01-03 23:05:39,170 - mmseg - INFO - Iter [35950/40000] lr: 1.013e-04, eta: 0:07:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7517, decode.acc_seg: 73.0261, loss: 0.7517 2024-01-03 23:05:44,201 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 23:05:44,201 - mmseg - INFO - Iter [36000/40000] lr: 1.000e-04, eta: 0:06:57, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7816, decode.acc_seg: 72.3565, loss: 0.7816 2024-01-03 23:05:49,233 - mmseg - INFO - Iter [36050/40000] lr: 9.877e-05, eta: 0:06:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7345, decode.acc_seg: 73.1341, loss: 0.7345 2024-01-03 23:05:54,255 - mmseg - INFO - Iter [36100/40000] lr: 9.752e-05, eta: 0:06:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7556, decode.acc_seg: 72.8282, loss: 0.7556 2024-01-03 23:05:59,276 - mmseg - INFO - Iter [36150/40000] lr: 9.627e-05, eta: 0:06:41, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7710, decode.acc_seg: 71.2045, loss: 0.7710 2024-01-03 23:06:04,301 - mmseg - INFO - Iter [36200/40000] lr: 9.503e-05, eta: 0:06:36, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7503, decode.acc_seg: 73.2083, loss: 0.7503 2024-01-03 23:06:09,326 - mmseg - INFO - Iter [36250/40000] lr: 9.378e-05, eta: 0:06:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7428, decode.acc_seg: 72.6013, loss: 0.7428 2024-01-03 23:06:14,345 - mmseg - INFO - Iter [36300/40000] lr: 9.252e-05, eta: 0:06:25, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7736, decode.acc_seg: 72.4082, loss: 0.7736 2024-01-03 23:06:19,365 - mmseg - INFO - Iter [36350/40000] lr: 9.127e-05, eta: 0:06:20, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7200, decode.acc_seg: 73.2235, loss: 0.7200 2024-01-03 23:06:24,389 - mmseg - INFO - Iter [36400/40000] lr: 9.003e-05, eta: 0:06:15, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7457, decode.acc_seg: 72.4638, loss: 0.7457 2024-01-03 23:06:29,418 - mmseg - INFO - Iter [36450/40000] lr: 8.878e-05, eta: 0:06:10, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7429, decode.acc_seg: 72.8888, loss: 0.7429 2024-01-03 23:06:34,440 - mmseg - INFO - Iter [36500/40000] lr: 8.752e-05, eta: 0:06:04, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7407, decode.acc_seg: 72.6729, loss: 0.7407 2024-01-03 23:06:39,466 - mmseg - INFO - Iter [36550/40000] lr: 8.627e-05, eta: 0:05:59, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7353, decode.acc_seg: 73.1803, loss: 0.7353 2024-01-03 23:06:44,490 - mmseg - INFO - Iter [36600/40000] lr: 8.503e-05, eta: 0:05:54, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7603, decode.acc_seg: 72.2838, loss: 0.7603 2024-01-03 23:06:51,747 - mmseg - INFO - Iter [36650/40000] lr: 8.378e-05, eta: 0:05:49, time: 0.145, data_time: 0.048, memory: 3301, decode.loss_ce: 0.7470, decode.acc_seg: 72.5045, loss: 0.7470 2024-01-03 23:06:56,773 - mmseg - INFO - Iter [36700/40000] lr: 8.252e-05, eta: 0:05:44, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.8045, decode.acc_seg: 71.5515, loss: 0.8045 2024-01-03 23:07:01,794 - mmseg - INFO - Iter [36750/40000] lr: 8.127e-05, eta: 0:05:39, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7570, decode.acc_seg: 72.7903, loss: 0.7570 2024-01-03 23:07:06,815 - mmseg - INFO - Iter [36800/40000] lr: 8.003e-05, eta: 0:05:33, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7428, decode.acc_seg: 72.9786, loss: 0.7428 2024-01-03 23:07:11,845 - mmseg - INFO - Iter [36850/40000] lr: 7.878e-05, eta: 0:05:28, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7593, decode.acc_seg: 71.8901, loss: 0.7593 2024-01-03 23:07:16,866 - mmseg - INFO - Iter [36900/40000] lr: 7.752e-05, eta: 0:05:23, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7591, decode.acc_seg: 72.1422, loss: 0.7591 2024-01-03 23:07:22,011 - mmseg - INFO - Iter [36950/40000] lr: 7.627e-05, eta: 0:05:18, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7571, decode.acc_seg: 72.2921, loss: 0.7571 2024-01-03 23:07:27,067 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 23:07:27,068 - mmseg - INFO - Iter [37000/40000] lr: 7.503e-05, eta: 0:05:12, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7566, decode.acc_seg: 72.3750, loss: 0.7566 2024-01-03 23:07:32,108 - mmseg - INFO - Iter [37050/40000] lr: 7.378e-05, eta: 0:05:07, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7389, decode.acc_seg: 73.0343, loss: 0.7389 2024-01-03 23:07:37,129 - mmseg - INFO - Iter [37100/40000] lr: 7.252e-05, eta: 0:05:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7421, decode.acc_seg: 72.8923, loss: 0.7421 2024-01-03 23:07:42,149 - mmseg - INFO - Iter [37150/40000] lr: 7.127e-05, eta: 0:04:57, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7174, decode.acc_seg: 73.2613, loss: 0.7174 2024-01-03 23:07:47,163 - mmseg - INFO - Iter [37200/40000] lr: 7.003e-05, eta: 0:04:51, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7269, decode.acc_seg: 72.9729, loss: 0.7269 2024-01-03 23:07:52,181 - mmseg - INFO - Iter [37250/40000] lr: 6.878e-05, eta: 0:04:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7613, decode.acc_seg: 71.8802, loss: 0.7613 2024-01-03 23:07:57,198 - mmseg - INFO - Iter [37300/40000] lr: 6.752e-05, eta: 0:04:41, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7282, decode.acc_seg: 72.9676, loss: 0.7282 2024-01-03 23:08:02,216 - mmseg - INFO - Iter [37350/40000] lr: 6.627e-05, eta: 0:04:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7369, decode.acc_seg: 73.5234, loss: 0.7369 2024-01-03 23:08:07,240 - mmseg - INFO - Iter [37400/40000] lr: 6.502e-05, eta: 0:04:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7690, decode.acc_seg: 71.6086, loss: 0.7690 2024-01-03 23:08:12,269 - mmseg - INFO - Iter [37450/40000] lr: 6.378e-05, eta: 0:04:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7349, decode.acc_seg: 73.0267, loss: 0.7349 2024-01-03 23:08:17,295 - mmseg - INFO - Iter [37500/40000] lr: 6.253e-05, eta: 0:04:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7168, decode.acc_seg: 72.8413, loss: 0.7168 2024-01-03 23:08:22,318 - mmseg - INFO - Iter [37550/40000] lr: 6.127e-05, eta: 0:04:15, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7181, decode.acc_seg: 73.2874, loss: 0.7181 2024-01-03 23:08:27,332 - mmseg - INFO - Iter [37600/40000] lr: 6.002e-05, eta: 0:04:10, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7738, decode.acc_seg: 71.9669, loss: 0.7738 2024-01-03 23:08:32,348 - mmseg - INFO - Iter [37650/40000] lr: 5.878e-05, eta: 0:04:04, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7442, decode.acc_seg: 72.4952, loss: 0.7442 2024-01-03 23:08:37,363 - mmseg - INFO - Iter [37700/40000] lr: 5.753e-05, eta: 0:03:59, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7885, decode.acc_seg: 71.4108, loss: 0.7885 2024-01-03 23:08:42,385 - mmseg - INFO - Iter [37750/40000] lr: 5.627e-05, eta: 0:03:54, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7601, decode.acc_seg: 72.0878, loss: 0.7601 2024-01-03 23:08:47,415 - mmseg - INFO - Iter [37800/40000] lr: 5.502e-05, eta: 0:03:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7173, decode.acc_seg: 73.5380, loss: 0.7173 2024-01-03 23:08:52,440 - mmseg - INFO - Iter [37850/40000] lr: 5.378e-05, eta: 0:03:44, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7577, decode.acc_seg: 72.4058, loss: 0.7577 2024-01-03 23:08:59,716 - mmseg - INFO - Iter [37900/40000] lr: 5.253e-05, eta: 0:03:38, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7646, decode.acc_seg: 72.1915, loss: 0.7646 2024-01-03 23:09:04,739 - mmseg - INFO - Iter [37950/40000] lr: 5.127e-05, eta: 0:03:33, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7301, decode.acc_seg: 73.0852, loss: 0.7301 2024-01-03 23:09:09,762 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 23:09:09,762 - mmseg - INFO - Iter [38000/40000] lr: 5.002e-05, eta: 0:03:28, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7408, decode.acc_seg: 72.8818, loss: 0.7408 2024-01-03 23:09:14,785 - mmseg - INFO - Iter [38050/40000] lr: 4.878e-05, eta: 0:03:23, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7168, decode.acc_seg: 73.0762, loss: 0.7168 2024-01-03 23:09:19,793 - mmseg - INFO - Iter [38100/40000] lr: 4.753e-05, eta: 0:03:18, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7565, decode.acc_seg: 72.0450, loss: 0.7565 2024-01-03 23:09:24,807 - mmseg - INFO - Iter [38150/40000] lr: 4.627e-05, eta: 0:03:12, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7295, decode.acc_seg: 73.2652, loss: 0.7295 2024-01-03 23:09:29,908 - mmseg - INFO - Iter [38200/40000] lr: 4.502e-05, eta: 0:03:07, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7818, decode.acc_seg: 72.2005, loss: 0.7818 2024-01-03 23:09:34,927 - mmseg - INFO - Iter [38250/40000] lr: 4.378e-05, eta: 0:03:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7336, decode.acc_seg: 73.0271, loss: 0.7336 2024-01-03 23:09:39,954 - mmseg - INFO - Iter [38300/40000] lr: 4.253e-05, eta: 0:02:57, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7535, decode.acc_seg: 72.4031, loss: 0.7535 2024-01-03 23:09:44,974 - mmseg - INFO - Iter [38350/40000] lr: 4.127e-05, eta: 0:02:51, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7266, decode.acc_seg: 73.2465, loss: 0.7266 2024-01-03 23:09:49,985 - mmseg - INFO - Iter [38400/40000] lr: 4.002e-05, eta: 0:02:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7282, decode.acc_seg: 73.0519, loss: 0.7282 2024-01-03 23:09:55,004 - mmseg - INFO - Iter [38450/40000] lr: 3.878e-05, eta: 0:02:41, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7229, decode.acc_seg: 73.4639, loss: 0.7229 2024-01-03 23:10:00,017 - mmseg - INFO - Iter [38500/40000] lr: 3.753e-05, eta: 0:02:36, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7276, decode.acc_seg: 73.1462, loss: 0.7276 2024-01-03 23:10:05,051 - mmseg - INFO - Iter [38550/40000] lr: 3.627e-05, eta: 0:02:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7619, decode.acc_seg: 71.5846, loss: 0.7619 2024-01-03 23:10:10,072 - mmseg - INFO - Iter [38600/40000] lr: 3.502e-05, eta: 0:02:25, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7004, decode.acc_seg: 73.8569, loss: 0.7004 2024-01-03 23:10:15,094 - mmseg - INFO - Iter [38650/40000] lr: 3.378e-05, eta: 0:02:20, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7943, decode.acc_seg: 71.3804, loss: 0.7943 2024-01-03 23:10:20,112 - mmseg - INFO - Iter [38700/40000] lr: 3.253e-05, eta: 0:02:15, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7662, decode.acc_seg: 72.2067, loss: 0.7662 2024-01-03 23:10:25,132 - mmseg - INFO - Iter [38750/40000] lr: 3.128e-05, eta: 0:02:10, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7484, decode.acc_seg: 72.7871, loss: 0.7484 2024-01-03 23:10:30,151 - mmseg - INFO - Iter [38800/40000] lr: 3.002e-05, eta: 0:02:04, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7585, decode.acc_seg: 71.9861, loss: 0.7585 2024-01-03 23:10:35,171 - mmseg - INFO - Iter [38850/40000] lr: 2.877e-05, eta: 0:01:59, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7550, decode.acc_seg: 71.7300, loss: 0.7550 2024-01-03 23:10:40,190 - mmseg - INFO - Iter [38900/40000] lr: 2.753e-05, eta: 0:01:54, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7541, decode.acc_seg: 72.1918, loss: 0.7541 2024-01-03 23:10:45,206 - mmseg - INFO - Iter [38950/40000] lr: 2.628e-05, eta: 0:01:49, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7597, decode.acc_seg: 72.1655, loss: 0.7597 2024-01-03 23:10:50,226 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 23:10:50,226 - mmseg - INFO - Iter [39000/40000] lr: 2.502e-05, eta: 0:01:44, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7318, decode.acc_seg: 72.9538, loss: 0.7318 2024-01-03 23:10:55,245 - mmseg - INFO - Iter [39050/40000] lr: 2.377e-05, eta: 0:01:38, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7611, decode.acc_seg: 72.5540, loss: 0.7611 2024-01-03 23:11:00,262 - mmseg - INFO - Iter [39100/40000] lr: 2.253e-05, eta: 0:01:33, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7255, decode.acc_seg: 72.9431, loss: 0.7255 2024-01-03 23:11:05,280 - mmseg - INFO - Iter [39150/40000] lr: 2.128e-05, eta: 0:01:28, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7626, decode.acc_seg: 72.5762, loss: 0.7626 2024-01-03 23:11:12,678 - mmseg - INFO - Iter [39200/40000] lr: 2.002e-05, eta: 0:01:23, time: 0.148, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7200, decode.acc_seg: 73.6809, loss: 0.7200 2024-01-03 23:11:17,704 - mmseg - INFO - Iter [39250/40000] lr: 1.877e-05, eta: 0:01:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7152, decode.acc_seg: 73.0099, loss: 0.7152 2024-01-03 23:11:22,727 - mmseg - INFO - Iter [39300/40000] lr: 1.753e-05, eta: 0:01:12, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7803, decode.acc_seg: 71.5419, loss: 0.7803 2024-01-03 23:11:27,748 - mmseg - INFO - Iter [39350/40000] lr: 1.628e-05, eta: 0:01:07, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7181, decode.acc_seg: 73.8821, loss: 0.7181 2024-01-03 23:11:32,766 - mmseg - INFO - Iter [39400/40000] lr: 1.502e-05, eta: 0:01:02, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7501, decode.acc_seg: 72.8532, loss: 0.7501 2024-01-03 23:11:37,831 - mmseg - INFO - Iter [39450/40000] lr: 1.377e-05, eta: 0:00:57, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7991, decode.acc_seg: 71.0533, loss: 0.7991 2024-01-03 23:11:42,847 - mmseg - INFO - Iter [39500/40000] lr: 1.253e-05, eta: 0:00:52, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7680, decode.acc_seg: 72.0868, loss: 0.7680 2024-01-03 23:11:47,867 - mmseg - INFO - Iter [39550/40000] lr: 1.128e-05, eta: 0:00:46, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7292, decode.acc_seg: 73.2461, loss: 0.7292 2024-01-03 23:11:52,882 - mmseg - INFO - Iter [39600/40000] lr: 1.002e-05, eta: 0:00:41, time: 0.100, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7229, decode.acc_seg: 73.4650, loss: 0.7229 2024-01-03 23:11:57,974 - mmseg - INFO - Iter [39650/40000] lr: 8.775e-06, eta: 0:00:36, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7371, decode.acc_seg: 73.0418, loss: 0.7371 2024-01-03 23:12:02,999 - mmseg - INFO - Iter [39700/40000] lr: 7.525e-06, eta: 0:00:31, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7434, decode.acc_seg: 72.6663, loss: 0.7434 2024-01-03 23:12:08,026 - mmseg - INFO - Iter [39750/40000] lr: 6.275e-06, eta: 0:00:26, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7448, decode.acc_seg: 72.3893, loss: 0.7448 2024-01-03 23:12:13,052 - mmseg - INFO - Iter [39800/40000] lr: 5.025e-06, eta: 0:00:20, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7526, decode.acc_seg: 72.6819, loss: 0.7526 2024-01-03 23:12:18,075 - mmseg - INFO - Iter [39850/40000] lr: 3.775e-06, eta: 0:00:15, time: 0.100, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7742, decode.acc_seg: 72.3176, loss: 0.7742 2024-01-03 23:12:23,105 - mmseg - INFO - Iter [39900/40000] lr: 2.525e-06, eta: 0:00:10, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7291, decode.acc_seg: 73.5408, loss: 0.7291 2024-01-03 23:12:28,205 - mmseg - INFO - Iter [39950/40000] lr: 1.275e-06, eta: 0:00:05, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7413, decode.acc_seg: 73.0811, loss: 0.7413 2024-01-03 23:12:33,183 - mmseg - INFO - Saving checkpoint at 40000 iterations 2024-01-03 23:12:33,246 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 23:12:33,247 - mmseg - INFO - Iter [40000/40000] lr: 2.500e-08, eta: 0:00:00, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7504, decode.acc_seg: 72.8930, loss: 0.7504 2024-01-03 23:12:47,223 - mmseg - INFO - per class results: 2024-01-03 23:12:47,229 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 62.76 | 78.7 | | building | 76.47 | 89.55 | | sky | 88.65 | 94.62 | | floor | 68.12 | 81.51 | | tree | 65.64 | 83.13 | | ceiling | 68.89 | 81.19 | | road | 74.13 | 86.68 | | bed | 74.96 | 91.3 | | windowpane | 47.51 | 68.94 | | grass | 64.45 | 80.47 | | cabinet | 43.93 | 56.91 | | sidewalk | 47.58 | 62.46 | | person | 68.88 | 83.66 | | earth | 29.54 | 41.83 | | door | 25.67 | 33.03 | | table | 38.45 | 56.15 | | mountain | 49.13 | 65.12 | | plant | 41.82 | 52.3 | | curtain | 55.97 | 70.28 | | chair | 40.51 | 58.34 | | car | 72.12 | 88.18 | | water | 48.44 | 65.25 | | painting | 51.19 | 68.49 | | sofa | 48.11 | 72.27 | | shelf | 31.99 | 47.69 | | house | 49.58 | 71.25 | | sea | 54.23 | 80.15 | | mirror | 31.45 | 40.25 | | rug | 42.72 | 51.78 | | field | 33.81 | 50.86 | | armchair | 21.25 | 32.48 | | seat | 45.97 | 66.37 | | fence | 33.33 | 46.01 | | desk | 29.52 | 48.5 | | rock | 42.94 | 69.19 | | wardrobe | 39.35 | 59.25 | | lamp | 36.86 | 49.83 | | bathtub | 51.07 | 66.76 | | railing | 29.19 | 36.96 | | cushion | 37.99 | 48.02 | | base | 15.16 | 28.64 | | box | 13.69 | 16.92 | | column | 32.84 | 42.21 | | signboard | 26.78 | 36.51 | | chest of drawers | 28.81 | 51.21 | | counter | 23.76 | 31.77 | | sand | 32.97 | 49.23 | | sink | 50.94 | 59.84 | | skyscraper | 52.98 | 69.92 | | fireplace | 45.33 | 66.0 | | refrigerator | 45.14 | 63.42 | | grandstand | 36.33 | 62.14 | | path | 16.19 | 23.42 | | stairs | 22.21 | 28.09 | | runway | 61.1 | 83.07 | | case | 44.65 | 62.68 | | pool table | 78.55 | 94.67 | | pillow | 38.83 | 48.39 | | screen door | 40.3 | 56.2 | | stairway | 37.23 | 48.55 | | river | 15.46 | 31.1 | | bridge | 47.69 | 70.9 | | bookcase | 36.16 | 53.03 | | blind | 20.39 | 24.08 | | coffee table | 41.12 | 70.35 | | toilet | 66.4 | 81.83 | | flower | 31.45 | 46.39 | | book | 40.86 | 56.85 | | hill | 3.08 | 4.23 | | bench | 36.31 | 49.63 | | countertop | 39.1 | 55.3 | | stove | 49.74 | 63.27 | | palm | 42.77 | 53.2 | | kitchen island | 22.62 | 62.41 | | computer | 59.13 | 85.53 | | swivel chair | 29.33 | 45.95 | | boat | 47.51 | 78.22 | | bar | 20.3 | 27.58 | | arcade machine | 32.38 | 35.84 | | hovel | 32.3 | 41.44 | | bus | 70.52 | 85.72 | | towel | 40.51 | 53.41 | | light | 31.52 | 36.62 | | truck | 19.63 | 30.23 | | tower | 23.36 | 35.81 | | chandelier | 54.35 | 70.23 | | awning | 21.44 | 25.77 | | streetlight | 11.86 | 13.62 | | booth | 44.21 | 64.41 | | television receiver | 41.96 | 51.42 | | airplane | 50.45 | 60.01 | | dirt track | 1.54 | 7.22 | | apparel | 31.18 | 44.39 | | pole | 13.27 | 16.45 | | land | 2.79 | 3.33 | | bannister | 11.35 | 15.89 | | escalator | 36.74 | 48.77 | | ottoman | 13.15 | 15.0 | | bottle | 16.15 | 19.85 | | buffet | 28.55 | 40.85 | | poster | 21.47 | 25.45 | | stage | 8.24 | 22.65 | | van | 27.23 | 34.12 | | ship | 7.08 | 8.95 | | fountain | 16.3 | 19.27 | | conveyer belt | 66.0 | 88.63 | | canopy | 27.69 | 36.53 | | washer | 68.19 | 80.4 | | plaything | 15.36 | 25.41 | | swimming pool | 58.32 | 74.63 | | stool | 17.23 | 20.41 | | barrel | 17.7 | 18.44 | | basket | 23.91 | 29.18 | | waterfall | 56.29 | 66.7 | | tent | 71.54 | 99.19 | | bag | 7.65 | 8.69 | | minibike | 57.74 | 73.42 | | cradle | 55.37 | 81.76 | | oven | 8.05 | 11.06 | | ball | 44.47 | 67.94 | | food | 45.35 | 54.67 | | step | 0.1 | 0.1 | | tank | 45.49 | 57.55 | | trade name | 14.49 | 15.63 | | microwave | 62.4 | 76.81 | | pot | 17.41 | 19.37 | | animal | 58.28 | 65.24 | | bicycle | 45.96 | 73.84 | | lake | 49.74 | 56.38 | | dishwasher | 39.82 | 48.12 | | screen | 39.53 | 56.97 | | blanket | 1.38 | 1.49 | | sculpture | 49.76 | 68.3 | | hood | 41.29 | 49.01 | | sconce | 18.9 | 21.72 | | vase | 13.83 | 20.47 | | traffic light | 22.79 | 30.33 | | tray | 6.02 | 8.63 | | ashcan | 22.92 | 31.24 | | fan | 45.04 | 58.43 | | pier | 36.49 | 61.62 | | crt screen | 4.64 | 13.71 | | plate | 35.11 | 47.34 | | monitor | 5.84 | 6.71 | | bulletin board | 30.93 | 38.37 | | shower | 0.37 | 1.74 | | radiator | 47.88 | 52.07 | | glass | 5.16 | 5.38 | | clock | 9.53 | 11.3 | | flag | 26.15 | 30.21 | +---------------------+-------+-------+ 2024-01-03 23:12:47,229 - mmseg - INFO - Summary: 2024-01-03 23:12:47,229 - mmseg - INFO - +-------+------+------+ | aAcc | mIoU | mAcc | +-------+------+------+ | 74.54 | 36.7 | 49.0 | +-------+------+------+ 2024-01-03 23:12:47,230 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 23:12:47,230 - mmseg - INFO - Iter(val) [250] aAcc: 0.7454, mIoU: 0.3670, mAcc: 0.4900, IoU.wall: 0.6276, IoU.building: 0.7647, IoU.sky: 0.8865, IoU.floor: 0.6812, IoU.tree: 0.6564, IoU.ceiling: 0.6889, IoU.road: 0.7413, IoU.bed : 0.7496, IoU.windowpane: 0.4751, IoU.grass: 0.6445, IoU.cabinet: 0.4393, IoU.sidewalk: 0.4758, IoU.person: 0.6888, IoU.earth: 0.2954, IoU.door: 0.2567, IoU.table: 0.3845, IoU.mountain: 0.4913, IoU.plant: 0.4182, IoU.curtain: 0.5597, IoU.chair: 0.4051, IoU.car: 0.7212, IoU.water: 0.4844, IoU.painting: 0.5119, IoU.sofa: 0.4811, IoU.shelf: 0.3199, IoU.house: 0.4958, IoU.sea: 0.5423, IoU.mirror: 0.3145, IoU.rug: 0.4272, IoU.field: 0.3381, IoU.armchair: 0.2125, IoU.seat: 0.4597, IoU.fence: 0.3333, IoU.desk: 0.2952, IoU.rock: 0.4294, IoU.wardrobe: 0.3935, IoU.lamp: 0.3686, IoU.bathtub: 0.5107, IoU.railing: 0.2919, IoU.cushion: 0.3799, IoU.base: 0.1516, IoU.box: 0.1369, IoU.column: 0.3284, IoU.signboard: 0.2678, IoU.chest of drawers: 0.2881, IoU.counter: 0.2376, IoU.sand: 0.3297, IoU.sink: 0.5094, IoU.skyscraper: 0.5298, IoU.fireplace: 0.4533, IoU.refrigerator: 0.4514, IoU.grandstand: 0.3633, IoU.path: 0.1619, IoU.stairs: 0.2221, IoU.runway: 0.6110, IoU.case: 0.4465, IoU.pool table: 0.7855, IoU.pillow: 0.3883, IoU.screen door: 0.4030, IoU.stairway: 0.3723, IoU.river: 0.1546, IoU.bridge: 0.4769, IoU.bookcase: 0.3616, IoU.blind: 0.2039, IoU.coffee table: 0.4112, IoU.toilet: 0.6640, IoU.flower: 0.3145, IoU.book: 0.4086, IoU.hill: 0.0308, IoU.bench: 0.3631, IoU.countertop: 0.3910, IoU.stove: 0.4974, IoU.palm: 0.4277, IoU.kitchen island: 0.2262, IoU.computer: 0.5913, IoU.swivel chair: 0.2933, IoU.boat: 0.4751, IoU.bar: 0.2030, IoU.arcade machine: 0.3238, IoU.hovel: 0.3230, IoU.bus: 0.7052, IoU.towel: 0.4051, IoU.light: 0.3152, IoU.truck: 0.1963, IoU.tower: 0.2336, IoU.chandelier: 0.5435, IoU.awning: 0.2144, IoU.streetlight: 0.1186, IoU.booth: 0.4421, IoU.television receiver: 0.4196, IoU.airplane: 0.5045, IoU.dirt track: 0.0154, IoU.apparel: 0.3118, IoU.pole: 0.1327, IoU.land: 0.0279, IoU.bannister: 0.1135, IoU.escalator: 0.3674, IoU.ottoman: 0.1315, IoU.bottle: 0.1615, IoU.buffet: 0.2855, IoU.poster: 0.2147, IoU.stage: 0.0824, IoU.van: 0.2723, IoU.ship: 0.0708, IoU.fountain: 0.1630, IoU.conveyer belt: 0.6600, IoU.canopy: 0.2769, IoU.washer: 0.6819, IoU.plaything: 0.1536, IoU.swimming pool: 0.5832, IoU.stool: 0.1723, IoU.barrel: 0.1770, IoU.basket: 0.2391, IoU.waterfall: 0.5629, IoU.tent: 0.7154, IoU.bag: 0.0765, IoU.minibike: 0.5774, IoU.cradle: 0.5537, IoU.oven: 0.0805, IoU.ball: 0.4447, IoU.food: 0.4535, IoU.step: 0.0010, IoU.tank: 0.4549, IoU.trade name: 0.1449, IoU.microwave: 0.6240, IoU.pot: 0.1741, IoU.animal: 0.5828, IoU.bicycle: 0.4596, IoU.lake: 0.4974, IoU.dishwasher: 0.3982, IoU.screen: 0.3953, IoU.blanket: 0.0138, IoU.sculpture: 0.4976, IoU.hood: 0.4129, IoU.sconce: 0.1890, IoU.vase: 0.1383, IoU.traffic light: 0.2279, IoU.tray: 0.0602, IoU.ashcan: 0.2292, IoU.fan: 0.4504, IoU.pier: 0.3649, IoU.crt screen: 0.0464, IoU.plate: 0.3511, IoU.monitor: 0.0584, IoU.bulletin board: 0.3093, IoU.shower: 0.0037, IoU.radiator: 0.4788, IoU.glass: 0.0516, IoU.clock: 0.0953, IoU.flag: 0.2615, Acc.wall: 0.7870, Acc.building: 0.8955, Acc.sky: 0.9462, Acc.floor: 0.8151, Acc.tree: 0.8313, Acc.ceiling: 0.8119, Acc.road: 0.8668, Acc.bed : 0.9130, Acc.windowpane: 0.6894, Acc.grass: 0.8047, Acc.cabinet: 0.5691, Acc.sidewalk: 0.6246, Acc.person: 0.8366, Acc.earth: 0.4183, Acc.door: 0.3303, Acc.table: 0.5615, Acc.mountain: 0.6512, Acc.plant: 0.5230, Acc.curtain: 0.7028, Acc.chair: 0.5834, Acc.car: 0.8818, Acc.water: 0.6525, Acc.painting: 0.6849, Acc.sofa: 0.7227, Acc.shelf: 0.4769, Acc.house: 0.7125, Acc.sea: 0.8015, Acc.mirror: 0.4025, Acc.rug: 0.5178, Acc.field: 0.5086, Acc.armchair: 0.3248, Acc.seat: 0.6637, Acc.fence: 0.4601, Acc.desk: 0.4850, Acc.rock: 0.6919, Acc.wardrobe: 0.5925, Acc.lamp: 0.4983, Acc.bathtub: 0.6676, Acc.railing: 0.3696, Acc.cushion: 0.4802, Acc.base: 0.2864, Acc.box: 0.1692, Acc.column: 0.4221, Acc.signboard: 0.3651, Acc.chest of drawers: 0.5121, Acc.counter: 0.3177, Acc.sand: 0.4923, Acc.sink: 0.5984, Acc.skyscraper: 0.6992, Acc.fireplace: 0.6600, Acc.refrigerator: 0.6342, Acc.grandstand: 0.6214, Acc.path: 0.2342, Acc.stairs: 0.2809, Acc.runway: 0.8307, Acc.case: 0.6268, Acc.pool table: 0.9467, Acc.pillow: 0.4839, Acc.screen door: 0.5620, Acc.stairway: 0.4855, Acc.river: 0.3110, Acc.bridge: 0.7090, Acc.bookcase: 0.5303, Acc.blind: 0.2408, Acc.coffee table: 0.7035, Acc.toilet: 0.8183, Acc.flower: 0.4639, Acc.book: 0.5685, Acc.hill: 0.0423, Acc.bench: 0.4963, Acc.countertop: 0.5530, Acc.stove: 0.6327, Acc.palm: 0.5320, Acc.kitchen island: 0.6241, Acc.computer: 0.8553, Acc.swivel chair: 0.4595, Acc.boat: 0.7822, Acc.bar: 0.2758, Acc.arcade machine: 0.3584, Acc.hovel: 0.4144, Acc.bus: 0.8572, Acc.towel: 0.5341, Acc.light: 0.3662, Acc.truck: 0.3023, Acc.tower: 0.3581, Acc.chandelier: 0.7023, Acc.awning: 0.2577, Acc.streetlight: 0.1362, Acc.booth: 0.6441, Acc.television receiver: 0.5142, Acc.airplane: 0.6001, Acc.dirt track: 0.0722, Acc.apparel: 0.4439, Acc.pole: 0.1645, Acc.land: 0.0333, Acc.bannister: 0.1589, Acc.escalator: 0.4877, Acc.ottoman: 0.1500, Acc.bottle: 0.1985, Acc.buffet: 0.4085, Acc.poster: 0.2545, Acc.stage: 0.2265, Acc.van: 0.3412, Acc.ship: 0.0895, Acc.fountain: 0.1927, Acc.conveyer belt: 0.8863, Acc.canopy: 0.3653, Acc.washer: 0.8040, Acc.plaything: 0.2541, Acc.swimming pool: 0.7463, Acc.stool: 0.2041, Acc.barrel: 0.1844, Acc.basket: 0.2918, Acc.waterfall: 0.6670, Acc.tent: 0.9919, Acc.bag: 0.0869, Acc.minibike: 0.7342, Acc.cradle: 0.8176, Acc.oven: 0.1106, Acc.ball: 0.6794, Acc.food: 0.5467, Acc.step: 0.0010, Acc.tank: 0.5755, Acc.trade name: 0.1563, Acc.microwave: 0.7681, Acc.pot: 0.1937, Acc.animal: 0.6524, Acc.bicycle: 0.7384, Acc.lake: 0.5638, Acc.dishwasher: 0.4812, Acc.screen: 0.5697, Acc.blanket: 0.0149, Acc.sculpture: 0.6830, Acc.hood: 0.4901, Acc.sconce: 0.2172, Acc.vase: 0.2047, Acc.traffic light: 0.3033, Acc.tray: 0.0863, Acc.ashcan: 0.3124, Acc.fan: 0.5843, Acc.pier: 0.6162, Acc.crt screen: 0.1371, Acc.plate: 0.4734, Acc.monitor: 0.0671, Acc.bulletin board: 0.3837, Acc.shower: 0.0174, Acc.radiator: 0.5207, Acc.glass: 0.0538, Acc.clock: 0.1130, Acc.flag: 0.3021