2024-01-03 01:52:23,857 - mmseg - INFO - Multi-processing start method is `None` 2024-01-03 01:52:23,868 - mmseg - INFO - OpenCV num_threads is `112 2024-01-03 01:52:23,868 - mmseg - INFO - OMP num threads is 1 2024-01-03 01:52:23,960 - 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+fa48cb3 ------------------------------------------------------------ 2024-01-03 01:52:23,960 - mmseg - INFO - Distributed training: True 2024-01-03 01:52:23,960 - 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_clip_384.laion2b_ft_in12k_in1k'} 2024-01-03 01:52:27,131 - mmseg - INFO - Set random seed to 502488155, deterministic: False 2024-01-03 01:52:29,505 - mmseg - INFO - _IncompatibleKeys(missing_keys=['vit.model.cls_token', 'vit.model.pos_embed', 'vit.model.patch_embed.proj.weight', 'vit.model.norm_pre.weight', 'vit.model.norm_pre.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 01:52:29,507 - mmseg - INFO - pos_embed loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.norm1.weight loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.norm1.bias loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.attn.qkv.weight loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.attn.qkv.bias loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.attn.proj.weight loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.attn.proj.bias loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.norm2.weight loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.norm2.bias loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.mlp.fc1.weight loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.mlp.fc1.bias loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.mlp.fc2.weight loaded 2024-01-03 01:52:29,507 - mmseg - INFO - denoiser.mlp.fc2.bias loaded 2024-01-03 01:52:29,529 - 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 01:52:29,535 - 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 01:52:29,770 - mmseg - INFO - Loaded 20210 images 2024-01-03 01:52:32,749 - mmseg - INFO - Loaded 2000 images 2024-01-03 01:52:32,751 - mmseg - INFO - Start running, host: root, work_dir: ./work_dirs/segmentation_eval/ade20k/voc10k_distilled/vit_base_patch16_clip_384.laion2b_ft_in12k_in1k 2024-01-03 01:52:32,751 - 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 01:52:32,751 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters 2024-01-03 01:52:32,753 - mmseg - INFO - Checkpoints will be saved to ./work_dirs/segmentation_eval/ade20k/voc10k_distilled/vit_base_patch16_clip_384.laion2b_ft_in12k_in1k by HardDiskBackend. 2024-01-03 01:53:04,459 - mmseg - INFO - Iter [50/40000] lr: 3.263e-05, eta: 1:46:20, time: 0.160, data_time: 0.004, memory: 1398, decode.loss_ce: 3.9901, decode.acc_seg: 1.2201, loss: 3.9901 2024-01-03 01:53:09,479 - mmseg - INFO - Iter [100/40000] lr: 6.584e-05, eta: 1:26:29, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 3.9334, decode.acc_seg: 11.0849, loss: 3.9334 2024-01-03 01:53:14,515 - mmseg - INFO - Iter [150/40000] lr: 9.896e-05, eta: 1:19:53, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 3.5797, decode.acc_seg: 37.3816, loss: 3.5797 2024-01-03 01:53:19,505 - mmseg - INFO - Iter [200/40000] lr: 1.320e-04, eta: 1:16:23, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 3.1014, decode.acc_seg: 54.6865, loss: 3.1014 2024-01-03 01:53:24,497 - mmseg - INFO - Iter [250/40000] lr: 1.650e-04, eta: 1:14:15, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 2.5925, decode.acc_seg: 59.4378, loss: 2.5925 2024-01-03 01:53:29,419 - mmseg - INFO - Iter [300/40000] lr: 1.978e-04, eta: 1:12:39, time: 0.098, data_time: 0.004, memory: 1398, decode.loss_ce: 2.1840, decode.acc_seg: 61.3107, loss: 2.1840 2024-01-03 01:53:34,349 - mmseg - INFO - Iter [350/40000] lr: 2.306e-04, eta: 1:11:30, time: 0.099, data_time: 0.004, memory: 1398, decode.loss_ce: 1.8242, decode.acc_seg: 62.0837, loss: 1.8242 2024-01-03 01:53:39,291 - mmseg - INFO - Iter [400/40000] lr: 2.633e-04, eta: 1:10:38, time: 0.099, data_time: 0.003, memory: 1398, decode.loss_ce: 1.6362, decode.acc_seg: 63.1946, loss: 1.6362 2024-01-03 01:53:44,273 - mmseg - INFO - Iter [450/40000] lr: 2.960e-04, eta: 1:10:00, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 1.4013, decode.acc_seg: 65.2066, loss: 1.4013 2024-01-03 01:53:49,274 - mmseg - INFO - Iter [500/40000] lr: 3.285e-04, eta: 1:09:31, time: 0.100, data_time: 0.003, memory: 1398, decode.loss_ce: 1.2546, decode.acc_seg: 66.5711, loss: 1.2546 2024-01-03 01:53:54,290 - mmseg - INFO - Iter [550/40000] lr: 3.610e-04, eta: 1:09:06, time: 0.100, data_time: 0.004, memory: 1398, decode.loss_ce: 1.1395, decode.acc_seg: 68.8942, loss: 1.1395 2024-01-03 01:53:59,306 - mmseg - INFO - Iter [600/40000] lr: 3.934e-04, eta: 1:08:45, time: 0.100, data_time: 0.004, memory: 1398, decode.loss_ce: 1.1478, decode.acc_seg: 66.9072, loss: 1.1478 2024-01-03 01:54:04,343 - mmseg - INFO - Iter [650/40000] lr: 4.256e-04, eta: 1:08:28, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 1.0853, decode.acc_seg: 67.7611, loss: 1.0853 2024-01-03 01:54:09,388 - mmseg - INFO - Iter [700/40000] lr: 4.579e-04, eta: 1:08:13, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 1.0052, decode.acc_seg: 69.9911, loss: 1.0052 2024-01-03 01:54:14,435 - mmseg - INFO - Iter [750/40000] lr: 4.900e-04, eta: 1:07:59, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.9926, decode.acc_seg: 69.7896, loss: 0.9926 2024-01-03 01:54:19,486 - mmseg - INFO - Iter [800/40000] lr: 5.220e-04, eta: 1:07:47, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 1.0253, decode.acc_seg: 68.7262, loss: 1.0253 2024-01-03 01:54:24,536 - 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: 0.9705, decode.acc_seg: 68.5912, loss: 0.9705 2024-01-03 01:54:29,603 - mmseg - INFO - Iter [900/40000] lr: 5.859e-04, eta: 1:07:25, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9366, decode.acc_seg: 70.7382, loss: 0.9366 2024-01-03 01:54:34,668 - mmseg - INFO - Iter [950/40000] lr: 6.177e-04, eta: 1:07:16, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9269, decode.acc_seg: 71.0839, loss: 0.9269 2024-01-03 01:54:39,734 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 01:54:39,734 - mmseg - INFO - Iter [1000/40000] lr: 6.494e-04, eta: 1:07:07, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9120, decode.acc_seg: 70.3067, loss: 0.9120 2024-01-03 01:54:44,809 - mmseg - INFO - Iter [1050/40000] lr: 6.810e-04, eta: 1:06:58, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.9605, decode.acc_seg: 69.0329, loss: 0.9605 2024-01-03 01:54:49,876 - mmseg - INFO - Iter [1100/40000] lr: 7.125e-04, eta: 1:06:50, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.9158, decode.acc_seg: 70.9009, loss: 0.9158 2024-01-03 01:54:54,947 - mmseg - INFO - Iter [1150/40000] lr: 7.440e-04, eta: 1:06:42, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8835, decode.acc_seg: 70.8113, loss: 0.8835 2024-01-03 01:55:00,022 - mmseg - INFO - Iter [1200/40000] lr: 7.754e-04, eta: 1:06:34, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8561, decode.acc_seg: 71.4535, loss: 0.8561 2024-01-03 01:55:05,094 - mmseg - INFO - Iter [1250/40000] lr: 8.067e-04, eta: 1:06:27, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8264, decode.acc_seg: 72.5019, loss: 0.8264 2024-01-03 01:55:12,388 - mmseg - INFO - Iter [1300/40000] lr: 8.379e-04, eta: 1:07:25, time: 0.146, data_time: 0.048, memory: 1398, decode.loss_ce: 0.8616, decode.acc_seg: 71.1203, loss: 0.8616 2024-01-03 01:55:17,464 - mmseg - INFO - Iter [1350/40000] lr: 8.690e-04, eta: 1:07:16, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7815, decode.acc_seg: 73.2044, loss: 0.7815 2024-01-03 01:55:22,536 - mmseg - INFO - Iter [1400/40000] lr: 9.000e-04, eta: 1:07:07, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8640, decode.acc_seg: 71.1321, loss: 0.8640 2024-01-03 01:55:27,606 - mmseg - INFO - Iter [1450/40000] lr: 9.310e-04, eta: 1:06:57, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8339, decode.acc_seg: 71.7245, loss: 0.8339 2024-01-03 01:55:32,677 - mmseg - INFO - Iter [1500/40000] lr: 9.619e-04, eta: 1:06:49, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8123, decode.acc_seg: 73.5242, loss: 0.8123 2024-01-03 01:55:37,751 - mmseg - INFO - Iter [1550/40000] lr: 9.613e-04, eta: 1:06:40, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7957, decode.acc_seg: 72.7614, loss: 0.7957 2024-01-03 01:55:42,817 - mmseg - INFO - Iter [1600/40000] lr: 9.600e-04, eta: 1:06:32, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8176, decode.acc_seg: 72.4337, loss: 0.8176 2024-01-03 01:55:47,910 - mmseg - INFO - Iter [1650/40000] lr: 9.588e-04, eta: 1:06:24, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8303, decode.acc_seg: 72.1957, loss: 0.8303 2024-01-03 01:55:52,978 - mmseg - INFO - Iter [1700/40000] lr: 9.575e-04, eta: 1:06:16, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8333, decode.acc_seg: 71.4812, loss: 0.8333 2024-01-03 01:55:58,047 - mmseg - INFO - Iter [1750/40000] lr: 9.563e-04, eta: 1:06:08, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8133, decode.acc_seg: 71.9630, loss: 0.8133 2024-01-03 01:56:03,114 - mmseg - INFO - Iter [1800/40000] lr: 9.550e-04, eta: 1:06:00, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8086, decode.acc_seg: 72.5337, loss: 0.8086 2024-01-03 01:56:08,186 - mmseg - INFO - Iter [1850/40000] lr: 9.538e-04, eta: 1:05:53, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8087, decode.acc_seg: 72.2100, loss: 0.8087 2024-01-03 01:56:13,257 - mmseg - INFO - Iter [1900/40000] lr: 9.525e-04, eta: 1:05:45, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8178, decode.acc_seg: 72.2397, loss: 0.8178 2024-01-03 01:56:18,325 - mmseg - INFO - Iter [1950/40000] lr: 9.513e-04, eta: 1:05:38, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8303, decode.acc_seg: 71.6990, loss: 0.8303 2024-01-03 01:56:23,390 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 01:56:23,390 - mmseg - INFO - Iter [2000/40000] lr: 9.500e-04, eta: 1:05:31, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8019, decode.acc_seg: 72.1868, loss: 0.8019 2024-01-03 01:56:28,457 - mmseg - INFO - Iter [2050/40000] lr: 9.488e-04, eta: 1:05:24, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8444, decode.acc_seg: 71.7760, loss: 0.8444 2024-01-03 01:56:33,528 - mmseg - INFO - Iter [2100/40000] lr: 9.475e-04, eta: 1:05:17, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8236, decode.acc_seg: 72.4209, loss: 0.8236 2024-01-03 01:56:38,598 - mmseg - INFO - Iter [2150/40000] lr: 9.463e-04, eta: 1:05:10, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8060, decode.acc_seg: 72.1083, loss: 0.8060 2024-01-03 01:56:43,657 - mmseg - INFO - Iter [2200/40000] lr: 9.450e-04, eta: 1:05:03, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7698, decode.acc_seg: 73.2555, loss: 0.7698 2024-01-03 01:56:48,719 - mmseg - INFO - Iter [2250/40000] lr: 9.438e-04, eta: 1:04:56, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7816, decode.acc_seg: 72.8698, loss: 0.7816 2024-01-03 01:56:53,786 - mmseg - INFO - Iter [2300/40000] lr: 9.425e-04, eta: 1:04:49, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8086, decode.acc_seg: 71.7960, loss: 0.8086 2024-01-03 01:56:58,850 - mmseg - INFO - Iter [2350/40000] lr: 9.413e-04, eta: 1:04:43, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7904, decode.acc_seg: 72.9183, loss: 0.7904 2024-01-03 01:57:03,913 - mmseg - INFO - Iter [2400/40000] lr: 9.400e-04, eta: 1:04:36, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7905, decode.acc_seg: 73.1969, loss: 0.7905 2024-01-03 01:57:08,979 - mmseg - INFO - Iter [2450/40000] lr: 9.388e-04, eta: 1:04:29, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7571, decode.acc_seg: 73.9426, loss: 0.7571 2024-01-03 01:57:14,032 - mmseg - INFO - Iter [2500/40000] lr: 9.375e-04, eta: 1:04:23, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.8024, decode.acc_seg: 72.3841, loss: 0.8024 2024-01-03 01:57:21,363 - mmseg - INFO - Iter [2550/40000] lr: 9.363e-04, eta: 1:04:50, time: 0.147, data_time: 0.048, memory: 1398, decode.loss_ce: 0.7650, decode.acc_seg: 74.0719, loss: 0.7650 2024-01-03 01:57:26,423 - mmseg - INFO - Iter [2600/40000] lr: 9.350e-04, eta: 1:04:43, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7516, decode.acc_seg: 73.1901, loss: 0.7516 2024-01-03 01:57:31,498 - mmseg - INFO - Iter [2650/40000] lr: 9.338e-04, eta: 1:04:36, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7588, decode.acc_seg: 73.3019, loss: 0.7588 2024-01-03 01:57:36,571 - mmseg - INFO - Iter [2700/40000] lr: 9.325e-04, eta: 1:04:29, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7624, decode.acc_seg: 73.5707, loss: 0.7624 2024-01-03 01:57:41,668 - mmseg - INFO - Iter [2750/40000] lr: 9.313e-04, eta: 1:04:22, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.8013, decode.acc_seg: 72.2641, loss: 0.8013 2024-01-03 01:57:46,743 - mmseg - INFO - Iter [2800/40000] lr: 9.300e-04, eta: 1:04:16, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7683, decode.acc_seg: 73.1117, loss: 0.7683 2024-01-03 01:57:51,812 - mmseg - INFO - Iter [2850/40000] lr: 9.288e-04, eta: 1:04:09, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7432, decode.acc_seg: 73.6793, loss: 0.7432 2024-01-03 01:57:56,884 - mmseg - INFO - Iter [2900/40000] lr: 9.275e-04, eta: 1:04:03, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7551, decode.acc_seg: 73.7372, loss: 0.7551 2024-01-03 01:58:01,952 - mmseg - INFO - Iter [2950/40000] lr: 9.263e-04, eta: 1:03:56, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7605, decode.acc_seg: 73.8591, loss: 0.7605 2024-01-03 01:58:07,021 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 01:58:07,021 - mmseg - INFO - Iter [3000/40000] lr: 9.250e-04, eta: 1:03:49, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7504, decode.acc_seg: 73.0926, loss: 0.7504 2024-01-03 01:58:12,086 - mmseg - INFO - Iter [3050/40000] lr: 9.238e-04, eta: 1:03:43, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7592, decode.acc_seg: 73.3309, loss: 0.7592 2024-01-03 01:58:17,161 - mmseg - INFO - Iter [3100/40000] lr: 9.225e-04, eta: 1:03:37, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7248, decode.acc_seg: 74.6275, loss: 0.7248 2024-01-03 01:58:22,232 - mmseg - INFO - Iter [3150/40000] lr: 9.213e-04, eta: 1:03:30, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7568, decode.acc_seg: 74.2079, loss: 0.7568 2024-01-03 01:58:27,295 - mmseg - INFO - Iter [3200/40000] lr: 9.200e-04, eta: 1:03:24, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7792, decode.acc_seg: 72.9232, loss: 0.7792 2024-01-03 01:58:32,359 - mmseg - INFO - Iter [3250/40000] lr: 9.188e-04, eta: 1:03:17, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7893, decode.acc_seg: 72.6308, loss: 0.7893 2024-01-03 01:58:37,428 - mmseg - INFO - Iter [3300/40000] lr: 9.175e-04, eta: 1:03:11, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7636, decode.acc_seg: 72.9623, loss: 0.7636 2024-01-03 01:58:42,495 - mmseg - INFO - Iter [3350/40000] lr: 9.163e-04, eta: 1:03:05, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7755, decode.acc_seg: 73.2044, loss: 0.7755 2024-01-03 01:58:47,567 - mmseg - INFO - Iter [3400/40000] lr: 9.150e-04, eta: 1:02:59, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7741, decode.acc_seg: 74.0557, loss: 0.7741 2024-01-03 01:58:52,634 - mmseg - INFO - Iter [3450/40000] lr: 9.138e-04, eta: 1:02:53, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7571, decode.acc_seg: 72.4561, loss: 0.7571 2024-01-03 01:58:57,707 - mmseg - INFO - Iter [3500/40000] lr: 9.125e-04, eta: 1:02:47, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7683, decode.acc_seg: 72.9360, loss: 0.7683 2024-01-03 01:59:02,831 - mmseg - INFO - Iter [3550/40000] lr: 9.113e-04, eta: 1:02:41, time: 0.102, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7420, decode.acc_seg: 73.9365, loss: 0.7420 2024-01-03 01:59:07,901 - mmseg - INFO - Iter [3600/40000] lr: 9.100e-04, eta: 1:02:35, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7644, decode.acc_seg: 73.4345, loss: 0.7644 2024-01-03 01:59:12,972 - mmseg - INFO - Iter [3650/40000] lr: 9.088e-04, eta: 1:02:29, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7391, decode.acc_seg: 74.0165, loss: 0.7391 2024-01-03 01:59:18,041 - mmseg - INFO - Iter [3700/40000] lr: 9.075e-04, eta: 1:02:23, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7781, decode.acc_seg: 72.4759, loss: 0.7781 2024-01-03 01:59:23,106 - mmseg - INFO - Iter [3750/40000] lr: 9.063e-04, eta: 1:02:17, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7405, decode.acc_seg: 74.8799, loss: 0.7405 2024-01-03 01:59:30,426 - mmseg - INFO - Iter [3800/40000] lr: 9.050e-04, eta: 1:02:32, time: 0.146, data_time: 0.047, memory: 1398, decode.loss_ce: 0.7098, decode.acc_seg: 74.3884, loss: 0.7098 2024-01-03 01:59:35,481 - mmseg - INFO - Iter [3850/40000] lr: 9.038e-04, eta: 1:02:26, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7075, decode.acc_seg: 74.6145, loss: 0.7075 2024-01-03 01:59:40,540 - mmseg - INFO - Iter [3900/40000] lr: 9.025e-04, eta: 1:02:20, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7098, decode.acc_seg: 75.1021, loss: 0.7098 2024-01-03 01:59:45,597 - mmseg - INFO - Iter [3950/40000] lr: 9.013e-04, eta: 1:02:13, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7353, decode.acc_seg: 73.3453, loss: 0.7353 2024-01-03 01:59:50,655 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 01:59:50,655 - mmseg - INFO - Iter [4000/40000] lr: 9.000e-04, eta: 1:02:07, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7020, decode.acc_seg: 74.8673, loss: 0.7020 2024-01-03 01:59:55,711 - mmseg - INFO - Iter [4050/40000] lr: 8.988e-04, eta: 1:02:01, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7260, decode.acc_seg: 74.6239, loss: 0.7260 2024-01-03 02:00:00,777 - mmseg - INFO - Iter [4100/40000] lr: 8.975e-04, eta: 1:01:55, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7489, decode.acc_seg: 73.4701, loss: 0.7489 2024-01-03 02:00:05,836 - mmseg - INFO - Iter [4150/40000] lr: 8.963e-04, eta: 1:01:48, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7225, decode.acc_seg: 73.6477, loss: 0.7225 2024-01-03 02:00:10,894 - mmseg - INFO - Iter [4200/40000] lr: 8.950e-04, eta: 1:01:42, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7451, decode.acc_seg: 73.6704, loss: 0.7451 2024-01-03 02:00:15,951 - mmseg - INFO - Iter [4250/40000] lr: 8.938e-04, eta: 1:01:36, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7438, decode.acc_seg: 73.3984, loss: 0.7438 2024-01-03 02:00:21,006 - mmseg - INFO - Iter [4300/40000] lr: 8.925e-04, eta: 1:01:30, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7030, decode.acc_seg: 75.1688, loss: 0.7030 2024-01-03 02:00:26,063 - mmseg - INFO - Iter [4350/40000] lr: 8.913e-04, eta: 1:01:24, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7577, decode.acc_seg: 73.2017, loss: 0.7577 2024-01-03 02:00:31,122 - mmseg - INFO - Iter [4400/40000] lr: 8.900e-04, eta: 1:01:18, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7244, decode.acc_seg: 75.1157, loss: 0.7244 2024-01-03 02:00:36,261 - mmseg - INFO - Iter [4450/40000] lr: 8.888e-04, eta: 1:01:13, time: 0.103, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7632, decode.acc_seg: 72.7417, loss: 0.7632 2024-01-03 02:00:41,322 - mmseg - INFO - Iter [4500/40000] lr: 8.875e-04, eta: 1:01:07, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7381, decode.acc_seg: 73.8786, loss: 0.7381 2024-01-03 02:00:46,380 - mmseg - INFO - Iter [4550/40000] lr: 8.863e-04, eta: 1:01:01, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7512, decode.acc_seg: 73.2907, loss: 0.7512 2024-01-03 02:00:51,437 - mmseg - INFO - Iter [4600/40000] lr: 8.850e-04, eta: 1:00:55, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7153, decode.acc_seg: 74.8625, loss: 0.7153 2024-01-03 02:00:56,529 - mmseg - INFO - Iter [4650/40000] lr: 8.838e-04, eta: 1:00:49, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7681, decode.acc_seg: 73.4732, loss: 0.7681 2024-01-03 02:01:01,582 - mmseg - INFO - Iter [4700/40000] lr: 8.825e-04, eta: 1:00:43, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7271, decode.acc_seg: 74.6088, loss: 0.7271 2024-01-03 02:01:06,636 - mmseg - INFO - Iter [4750/40000] lr: 8.813e-04, eta: 1:00:37, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7503, decode.acc_seg: 73.8425, loss: 0.7503 2024-01-03 02:01:11,696 - mmseg - INFO - Iter [4800/40000] lr: 8.800e-04, eta: 1:00:31, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7605, decode.acc_seg: 73.3466, loss: 0.7605 2024-01-03 02:01:16,749 - mmseg - INFO - Iter [4850/40000] lr: 8.788e-04, eta: 1:00:25, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7268, decode.acc_seg: 73.9525, loss: 0.7268 2024-01-03 02:01:21,805 - mmseg - INFO - Iter [4900/40000] lr: 8.775e-04, eta: 1:00:19, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7341, decode.acc_seg: 74.4336, loss: 0.7341 2024-01-03 02:01:26,864 - mmseg - INFO - Iter [4950/40000] lr: 8.763e-04, eta: 1:00:13, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7732, decode.acc_seg: 72.7327, loss: 0.7732 2024-01-03 02:01:31,923 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:01:31,923 - mmseg - INFO - Iter [5000/40000] lr: 8.750e-04, eta: 1:00:08, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7621, decode.acc_seg: 73.4509, loss: 0.7621 2024-01-03 02:01:36,979 - mmseg - INFO - Iter [5050/40000] lr: 8.738e-04, eta: 1:00:02, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7238, decode.acc_seg: 74.2017, loss: 0.7238 2024-01-03 02:01:44,290 - mmseg - INFO - Iter [5100/40000] lr: 8.725e-04, eta: 1:00:11, time: 0.146, data_time: 0.048, memory: 1398, decode.loss_ce: 0.7182, decode.acc_seg: 74.2650, loss: 0.7182 2024-01-03 02:01:49,349 - mmseg - INFO - Iter [5150/40000] lr: 8.713e-04, eta: 1:00:05, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7106, decode.acc_seg: 74.0507, loss: 0.7106 2024-01-03 02:01:54,408 - mmseg - INFO - Iter [5200/40000] lr: 8.700e-04, eta: 0:59:59, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7270, decode.acc_seg: 74.5394, loss: 0.7270 2024-01-03 02:01:59,464 - mmseg - INFO - Iter [5250/40000] lr: 8.688e-04, eta: 0:59:53, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7079, decode.acc_seg: 74.6299, loss: 0.7079 2024-01-03 02:02:04,525 - mmseg - INFO - Iter [5300/40000] lr: 8.675e-04, eta: 0:59:48, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6845, decode.acc_seg: 75.4280, loss: 0.6845 2024-01-03 02:02:09,590 - mmseg - INFO - Iter [5350/40000] lr: 8.663e-04, eta: 0:59:42, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.6839, decode.acc_seg: 75.4579, loss: 0.6839 2024-01-03 02:02:14,655 - mmseg - INFO - Iter [5400/40000] lr: 8.650e-04, eta: 0:59:36, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7208, decode.acc_seg: 73.9932, loss: 0.7208 2024-01-03 02:02:19,724 - mmseg - INFO - Iter [5450/40000] lr: 8.638e-04, eta: 0:59:30, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7186, decode.acc_seg: 74.3526, loss: 0.7186 2024-01-03 02:02:24,786 - mmseg - INFO - Iter [5500/40000] lr: 8.625e-04, eta: 0:59:24, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7461, decode.acc_seg: 72.9828, loss: 0.7461 2024-01-03 02:02:29,857 - mmseg - INFO - Iter [5550/40000] lr: 8.613e-04, eta: 0:59:19, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7589, decode.acc_seg: 73.7272, loss: 0.7589 2024-01-03 02:02:34,923 - mmseg - INFO - Iter [5600/40000] lr: 8.600e-04, eta: 0:59:13, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7199, decode.acc_seg: 74.3801, loss: 0.7199 2024-01-03 02:02:39,986 - mmseg - INFO - Iter [5650/40000] lr: 8.588e-04, eta: 0:59:07, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7166, decode.acc_seg: 73.8653, loss: 0.7166 2024-01-03 02:02:45,044 - mmseg - INFO - Iter [5700/40000] lr: 8.575e-04, eta: 0:59:01, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7036, decode.acc_seg: 74.9745, loss: 0.7036 2024-01-03 02:02:50,103 - mmseg - INFO - Iter [5750/40000] lr: 8.563e-04, eta: 0:58:55, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7476, decode.acc_seg: 73.6980, loss: 0.7476 2024-01-03 02:02:55,170 - mmseg - INFO - Iter [5800/40000] lr: 8.550e-04, eta: 0:58:50, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6834, decode.acc_seg: 74.7158, loss: 0.6834 2024-01-03 02:03:00,224 - mmseg - INFO - Iter [5850/40000] lr: 8.538e-04, eta: 0:58:44, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7024, decode.acc_seg: 74.8842, loss: 0.7024 2024-01-03 02:03:05,290 - mmseg - INFO - Iter [5900/40000] lr: 8.525e-04, eta: 0:58:38, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7554, decode.acc_seg: 74.0911, loss: 0.7554 2024-01-03 02:03:10,348 - mmseg - INFO - Iter [5950/40000] lr: 8.513e-04, eta: 0:58:32, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7503, decode.acc_seg: 74.2330, loss: 0.7503 2024-01-03 02:03:15,406 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:03:15,407 - mmseg - INFO - Iter [6000/40000] lr: 8.500e-04, eta: 0:58:27, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7113, decode.acc_seg: 74.4979, loss: 0.7113 2024-01-03 02:03:20,471 - mmseg - INFO - Iter [6050/40000] lr: 8.488e-04, eta: 0:58:21, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7168, decode.acc_seg: 74.5361, loss: 0.7168 2024-01-03 02:03:25,527 - mmseg - INFO - Iter [6100/40000] lr: 8.475e-04, eta: 0:58:15, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7400, decode.acc_seg: 73.1499, loss: 0.7400 2024-01-03 02:03:30,590 - mmseg - INFO - Iter [6150/40000] lr: 8.463e-04, eta: 0:58:10, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7247, decode.acc_seg: 74.8086, loss: 0.7247 2024-01-03 02:03:35,649 - mmseg - INFO - Iter [6200/40000] lr: 8.450e-04, eta: 0:58:04, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7423, decode.acc_seg: 73.8869, loss: 0.7423 2024-01-03 02:03:40,708 - mmseg - INFO - Iter [6250/40000] lr: 8.438e-04, eta: 0:57:58, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7019, decode.acc_seg: 75.0538, loss: 0.7019 2024-01-03 02:03:45,769 - mmseg - INFO - Iter [6300/40000] lr: 8.425e-04, eta: 0:57:53, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7386, decode.acc_seg: 73.3767, loss: 0.7386 2024-01-03 02:03:53,023 - mmseg - INFO - Iter [6350/40000] lr: 8.413e-04, eta: 0:57:59, time: 0.145, data_time: 0.047, memory: 1398, decode.loss_ce: 0.7018, decode.acc_seg: 75.1440, loss: 0.7018 2024-01-03 02:03:58,079 - mmseg - INFO - Iter [6400/40000] lr: 8.400e-04, eta: 0:57:53, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6843, decode.acc_seg: 75.6211, loss: 0.6843 2024-01-03 02:04:03,143 - mmseg - INFO - Iter [6450/40000] lr: 8.388e-04, eta: 0:57:47, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7230, decode.acc_seg: 74.7139, loss: 0.7230 2024-01-03 02:04:08,204 - mmseg - INFO - Iter [6500/40000] lr: 8.375e-04, eta: 0:57:41, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7272, decode.acc_seg: 74.4450, loss: 0.7272 2024-01-03 02:04:13,268 - mmseg - INFO - Iter [6550/40000] lr: 8.363e-04, eta: 0:57:36, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7393, decode.acc_seg: 73.8064, loss: 0.7393 2024-01-03 02:04:18,333 - mmseg - INFO - Iter [6600/40000] lr: 8.350e-04, eta: 0:57:30, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7191, decode.acc_seg: 74.2020, loss: 0.7191 2024-01-03 02:04:23,393 - mmseg - INFO - Iter [6650/40000] lr: 8.338e-04, eta: 0:57:24, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7303, decode.acc_seg: 73.9307, loss: 0.7303 2024-01-03 02:04:28,467 - mmseg - INFO - Iter [6700/40000] lr: 8.325e-04, eta: 0:57:19, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.6694, decode.acc_seg: 75.9703, loss: 0.6694 2024-01-03 02:04:33,529 - mmseg - INFO - Iter [6750/40000] lr: 8.313e-04, eta: 0:57:13, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6900, decode.acc_seg: 74.8943, loss: 0.6900 2024-01-03 02:04:38,596 - mmseg - INFO - Iter [6800/40000] lr: 8.300e-04, eta: 0:57:07, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7178, decode.acc_seg: 74.5693, loss: 0.7178 2024-01-03 02:04:43,664 - mmseg - INFO - Iter [6850/40000] lr: 8.288e-04, eta: 0:57:02, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7010, decode.acc_seg: 75.3057, loss: 0.7010 2024-01-03 02:04:48,758 - mmseg - INFO - Iter [6900/40000] lr: 8.275e-04, eta: 0:56:56, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7020, decode.acc_seg: 74.4875, loss: 0.7020 2024-01-03 02:04:53,820 - mmseg - INFO - Iter [6950/40000] lr: 8.263e-04, eta: 0:56:51, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7010, decode.acc_seg: 74.6524, loss: 0.7010 2024-01-03 02:04:58,885 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:04:58,885 - mmseg - INFO - Iter [7000/40000] lr: 8.250e-04, eta: 0:56:45, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7230, decode.acc_seg: 73.8158, loss: 0.7230 2024-01-03 02:05:03,949 - mmseg - INFO - Iter [7050/40000] lr: 8.238e-04, eta: 0:56:39, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7220, decode.acc_seg: 73.9236, loss: 0.7220 2024-01-03 02:05:09,018 - mmseg - INFO - Iter [7100/40000] lr: 8.225e-04, eta: 0:56:34, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7318, decode.acc_seg: 74.4152, loss: 0.7318 2024-01-03 02:05:14,092 - mmseg - INFO - Iter [7150/40000] lr: 8.213e-04, eta: 0:56:28, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6789, decode.acc_seg: 75.5195, loss: 0.6789 2024-01-03 02:05:19,155 - mmseg - INFO - Iter [7200/40000] lr: 8.200e-04, eta: 0:56:23, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7068, decode.acc_seg: 74.3925, loss: 0.7068 2024-01-03 02:05:24,221 - mmseg - INFO - Iter [7250/40000] lr: 8.188e-04, eta: 0:56:17, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7093, decode.acc_seg: 74.7196, loss: 0.7093 2024-01-03 02:05:29,287 - mmseg - INFO - Iter [7300/40000] lr: 8.175e-04, eta: 0:56:12, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7317, decode.acc_seg: 74.0590, loss: 0.7317 2024-01-03 02:05:34,356 - mmseg - INFO - Iter [7350/40000] lr: 8.163e-04, eta: 0:56:06, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6946, decode.acc_seg: 74.4753, loss: 0.6946 2024-01-03 02:05:39,418 - mmseg - INFO - Iter [7400/40000] lr: 8.150e-04, eta: 0:56:00, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7215, decode.acc_seg: 74.3894, loss: 0.7215 2024-01-03 02:05:44,544 - mmseg - INFO - Iter [7450/40000] lr: 8.138e-04, eta: 0:55:55, time: 0.103, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7272, decode.acc_seg: 74.5541, loss: 0.7272 2024-01-03 02:05:49,611 - mmseg - INFO - Iter [7500/40000] lr: 8.125e-04, eta: 0:55:50, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7052, decode.acc_seg: 74.9258, loss: 0.7052 2024-01-03 02:05:54,674 - mmseg - INFO - Iter [7550/40000] lr: 8.113e-04, eta: 0:55:44, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7050, decode.acc_seg: 75.0109, loss: 0.7050 2024-01-03 02:06:01,995 - mmseg - INFO - Iter [7600/40000] lr: 8.100e-04, eta: 0:55:48, time: 0.146, data_time: 0.047, memory: 1398, decode.loss_ce: 0.7109, decode.acc_seg: 75.0956, loss: 0.7109 2024-01-03 02:06:07,070 - mmseg - INFO - Iter [7650/40000] lr: 8.088e-04, eta: 0:55:43, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.6575, decode.acc_seg: 76.5885, loss: 0.6575 2024-01-03 02:06:12,212 - mmseg - INFO - Iter [7700/40000] lr: 8.075e-04, eta: 0:55:37, time: 0.103, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6843, decode.acc_seg: 75.4004, loss: 0.6843 2024-01-03 02:06:17,279 - mmseg - INFO - Iter [7750/40000] lr: 8.063e-04, eta: 0:55:32, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6766, decode.acc_seg: 75.2075, loss: 0.6766 2024-01-03 02:06:22,350 - mmseg - INFO - Iter [7800/40000] lr: 8.050e-04, eta: 0:55:26, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6935, decode.acc_seg: 74.6859, loss: 0.6935 2024-01-03 02:06:27,410 - mmseg - INFO - Iter [7850/40000] lr: 8.038e-04, eta: 0:55:21, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6792, decode.acc_seg: 75.4709, loss: 0.6792 2024-01-03 02:06:32,484 - mmseg - INFO - Iter [7900/40000] lr: 8.025e-04, eta: 0:55:15, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6632, decode.acc_seg: 76.0695, loss: 0.6632 2024-01-03 02:06:37,547 - mmseg - INFO - Iter [7950/40000] lr: 8.013e-04, eta: 0:55:10, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7351, decode.acc_seg: 73.9806, loss: 0.7351 2024-01-03 02:06:42,609 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:06:42,609 - mmseg - INFO - Iter [8000/40000] lr: 8.000e-04, eta: 0:55:04, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7225, decode.acc_seg: 74.3887, loss: 0.7225 2024-01-03 02:06:47,679 - mmseg - INFO - Iter [8050/40000] lr: 7.988e-04, eta: 0:54:58, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6851, decode.acc_seg: 74.9279, loss: 0.6851 2024-01-03 02:06:52,741 - mmseg - INFO - Iter [8100/40000] lr: 7.975e-04, eta: 0:54:53, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7243, decode.acc_seg: 74.7503, loss: 0.7243 2024-01-03 02:06:57,806 - mmseg - INFO - Iter [8150/40000] lr: 7.963e-04, eta: 0:54:47, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7152, decode.acc_seg: 74.3162, loss: 0.7152 2024-01-03 02:07:02,861 - mmseg - INFO - Iter [8200/40000] lr: 7.950e-04, eta: 0:54:42, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6832, decode.acc_seg: 74.7357, loss: 0.6832 2024-01-03 02:07:07,920 - mmseg - INFO - Iter [8250/40000] lr: 7.938e-04, eta: 0:54:36, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6998, decode.acc_seg: 74.7845, loss: 0.6998 2024-01-03 02:07:12,980 - mmseg - INFO - Iter [8300/40000] lr: 7.925e-04, eta: 0:54:31, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6892, decode.acc_seg: 74.6336, loss: 0.6892 2024-01-03 02:07:18,044 - mmseg - INFO - Iter [8350/40000] lr: 7.913e-04, eta: 0:54:25, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6970, decode.acc_seg: 74.6939, loss: 0.6970 2024-01-03 02:07:23,095 - mmseg - INFO - Iter [8400/40000] lr: 7.900e-04, eta: 0:54:20, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7146, decode.acc_seg: 75.1070, loss: 0.7146 2024-01-03 02:07:28,154 - mmseg - INFO - Iter [8450/40000] lr: 7.888e-04, eta: 0:54:14, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7082, decode.acc_seg: 74.2582, loss: 0.7082 2024-01-03 02:07:33,214 - mmseg - INFO - Iter [8500/40000] lr: 7.875e-04, eta: 0:54:09, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7328, decode.acc_seg: 73.7278, loss: 0.7328 2024-01-03 02:07:38,270 - mmseg - INFO - Iter [8550/40000] lr: 7.863e-04, eta: 0:54:03, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6932, decode.acc_seg: 75.2724, loss: 0.6932 2024-01-03 02:07:43,329 - mmseg - INFO - Iter [8600/40000] lr: 7.850e-04, eta: 0:53:57, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7284, decode.acc_seg: 73.7825, loss: 0.7284 2024-01-03 02:07:48,390 - mmseg - INFO - Iter [8650/40000] lr: 7.838e-04, eta: 0:53:52, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7425, decode.acc_seg: 74.1998, loss: 0.7425 2024-01-03 02:07:53,448 - mmseg - INFO - Iter [8700/40000] lr: 7.825e-04, eta: 0:53:46, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7260, decode.acc_seg: 74.0163, loss: 0.7260 2024-01-03 02:07:58,511 - mmseg - INFO - Iter [8750/40000] lr: 7.813e-04, eta: 0:53:41, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7080, decode.acc_seg: 74.1986, loss: 0.7080 2024-01-03 02:08:03,567 - mmseg - INFO - Iter [8800/40000] lr: 7.800e-04, eta: 0:53:35, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7262, decode.acc_seg: 74.1620, loss: 0.7262 2024-01-03 02:08:10,921 - mmseg - INFO - Iter [8850/40000] lr: 7.788e-04, eta: 0:53:38, time: 0.147, data_time: 0.047, memory: 1398, decode.loss_ce: 0.7284, decode.acc_seg: 74.4159, loss: 0.7284 2024-01-03 02:08:15,985 - mmseg - INFO - Iter [8900/40000] lr: 7.775e-04, eta: 0:53:33, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6823, decode.acc_seg: 75.2912, loss: 0.6823 2024-01-03 02:08:21,049 - mmseg - INFO - Iter [8950/40000] lr: 7.763e-04, eta: 0:53:27, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6767, decode.acc_seg: 75.6264, loss: 0.6767 2024-01-03 02:08:26,114 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:08:26,114 - mmseg - INFO - Iter [9000/40000] lr: 7.750e-04, eta: 0:53:22, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6870, decode.acc_seg: 74.8070, loss: 0.6870 2024-01-03 02:08:31,172 - mmseg - INFO - Iter [9050/40000] lr: 7.738e-04, eta: 0:53:16, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6870, decode.acc_seg: 75.1492, loss: 0.6870 2024-01-03 02:08:36,230 - mmseg - INFO - Iter [9100/40000] lr: 7.725e-04, eta: 0:53:10, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6924, decode.acc_seg: 75.2763, loss: 0.6924 2024-01-03 02:08:41,290 - mmseg - INFO - Iter [9150/40000] lr: 7.713e-04, eta: 0:53:05, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.6690, decode.acc_seg: 75.1894, loss: 0.6690 2024-01-03 02:08:46,347 - mmseg - INFO - Iter [9200/40000] lr: 7.700e-04, eta: 0:52:59, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7210, decode.acc_seg: 74.6016, loss: 0.7210 2024-01-03 02:08:51,405 - mmseg - INFO - Iter [9250/40000] lr: 7.688e-04, eta: 0:52:54, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7019, decode.acc_seg: 73.8327, loss: 0.7019 2024-01-03 02:08:56,461 - mmseg - INFO - Iter [9300/40000] lr: 7.675e-04, eta: 0:52:48, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7007, decode.acc_seg: 75.1526, loss: 0.7007 2024-01-03 02:09:01,516 - mmseg - INFO - Iter [9350/40000] lr: 7.663e-04, eta: 0:52:43, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6918, decode.acc_seg: 75.8470, loss: 0.6918 2024-01-03 02:09:06,600 - mmseg - INFO - Iter [9400/40000] lr: 7.650e-04, eta: 0:52:37, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6705, decode.acc_seg: 75.7234, loss: 0.6705 2024-01-03 02:09:11,656 - mmseg - INFO - Iter [9450/40000] lr: 7.638e-04, eta: 0:52:32, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6751, decode.acc_seg: 75.2248, loss: 0.6751 2024-01-03 02:09:16,709 - mmseg - INFO - Iter [9500/40000] lr: 7.625e-04, eta: 0:52:26, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7178, decode.acc_seg: 73.6834, loss: 0.7178 2024-01-03 02:09:21,759 - mmseg - INFO - Iter [9550/40000] lr: 7.613e-04, eta: 0:52:21, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.7109, decode.acc_seg: 74.7702, loss: 0.7109 2024-01-03 02:09:26,819 - mmseg - INFO - Iter [9600/40000] lr: 7.600e-04, eta: 0:52:16, time: 0.101, data_time: 0.004, memory: 1398, decode.loss_ce: 0.6841, decode.acc_seg: 75.3076, loss: 0.6841 2024-01-03 02:09:31,871 - mmseg - INFO - Iter [9650/40000] lr: 7.588e-04, eta: 0:52:10, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6826, decode.acc_seg: 75.5276, loss: 0.6826 2024-01-03 02:09:36,928 - mmseg - INFO - Iter [9700/40000] lr: 7.575e-04, eta: 0:52:05, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6887, decode.acc_seg: 75.5031, loss: 0.6887 2024-01-03 02:09:41,989 - mmseg - INFO - Iter [9750/40000] lr: 7.563e-04, eta: 0:51:59, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7348, decode.acc_seg: 73.9208, loss: 0.7348 2024-01-03 02:09:47,041 - mmseg - INFO - Iter [9800/40000] lr: 7.550e-04, eta: 0:51:54, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6763, decode.acc_seg: 75.6142, loss: 0.6763 2024-01-03 02:09:52,093 - mmseg - INFO - Iter [9850/40000] lr: 7.538e-04, eta: 0:51:48, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.6995, decode.acc_seg: 74.9173, loss: 0.6995 2024-01-03 02:09:57,148 - mmseg - INFO - Iter [9900/40000] lr: 7.525e-04, eta: 0:51:43, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7226, decode.acc_seg: 74.1600, loss: 0.7226 2024-01-03 02:10:02,205 - mmseg - INFO - Iter [9950/40000] lr: 7.513e-04, eta: 0:51:37, time: 0.101, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7230, decode.acc_seg: 74.1953, loss: 0.7230 2024-01-03 02:10:07,220 - mmseg - INFO - Saving checkpoint at 10000 iterations 2024-01-03 02:10:07,272 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:10:07,272 - mmseg - INFO - Iter [10000/40000] lr: 7.500e-04, eta: 0:51:32, time: 0.102, data_time: 0.003, memory: 1398, decode.loss_ce: 0.7006, decode.acc_seg: 74.8055, loss: 0.7006 2024-01-03 02:10:45,599 - mmseg - INFO - per class results: 2024-01-03 02:10:45,605 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 65.79 | 83.58 | | building | 76.59 | 91.4 | | sky | 89.85 | 93.14 | | floor | 73.52 | 84.8 | | tree | 67.5 | 84.83 | | ceiling | 71.55 | 81.78 | | road | 75.41 | 82.21 | | bed | 81.33 | 92.89 | | windowpane | 53.14 | 73.2 | | grass | 62.9 | 81.55 | | cabinet | 48.31 | 61.61 | | sidewalk | 52.47 | 79.42 | | person | 74.49 | 88.09 | | earth | 33.43 | 46.5 | | door | 22.3 | 26.61 | | table | 45.48 | 63.06 | | mountain | 53.7 | 71.78 | | plant | 45.13 | 55.84 | | curtain | 65.42 | 74.38 | | chair | 46.06 | 62.98 | | car | 77.72 | 89.35 | | water | 56.55 | 78.33 | | painting | 55.7 | 75.5 | | sofa | 57.38 | 74.31 | | shelf | 28.45 | 39.86 | | house | 39.01 | 48.58 | | sea | 51.86 | 59.71 | | mirror | 36.57 | 42.13 | | rug | 41.77 | 47.49 | | field | 30.7 | 45.37 | | armchair | 31.58 | 51.28 | | seat | 53.68 | 77.88 | | fence | 35.78 | 49.63 | | desk | 31.32 | 51.72 | | rock | 42.75 | 56.78 | | wardrobe | 40.79 | 70.56 | | lamp | 45.71 | 57.2 | | bathtub | 56.46 | 71.46 | | railing | 30.65 | 42.21 | | cushion | 41.86 | 54.59 | | base | 15.75 | 29.11 | | box | 18.17 | 23.75 | | column | 33.06 | 41.69 | | signboard | 28.41 | 41.43 | | chest of drawers | 30.11 | 38.77 | | counter | 32.13 | 42.6 | | sand | 42.62 | 58.73 | | sink | 58.46 | 68.18 | | skyscraper | 50.24 | 63.92 | | fireplace | 60.39 | 71.32 | | refrigerator | 54.55 | 66.7 | | grandstand | 43.69 | 66.79 | | path | 12.15 | 14.81 | | stairs | 30.02 | 40.3 | | runway | 58.92 | 76.31 | | case | 43.18 | 56.2 | | pool table | 84.17 | 96.51 | | pillow | 50.03 | 66.37 | | screen door | 40.0 | 56.37 | | stairway | 33.91 | 37.47 | | river | 8.21 | 15.98 | | bridge | 51.11 | 62.84 | | bookcase | 28.07 | 41.67 | | blind | 24.11 | 24.65 | | coffee table | 51.22 | 69.47 | | toilet | 70.42 | 84.77 | | flower | 30.01 | 46.42 | | book | 43.79 | 64.7 | | hill | 5.32 | 7.85 | | bench | 43.57 | 51.42 | | countertop | 43.88 | 60.59 | | stove | 50.6 | 55.98 | | palm | 41.57 | 51.04 | | kitchen island | 27.34 | 51.43 | | computer | 61.34 | 76.03 | | swivel chair | 37.67 | 60.5 | | boat | 45.7 | 53.01 | | bar | 50.96 | 64.94 | | arcade machine | 40.33 | 44.2 | | hovel | 42.83 | 54.51 | | bus | 82.19 | 89.0 | | towel | 53.73 | 70.93 | | light | 24.8 | 27.37 | | truck | 24.18 | 35.48 | | tower | 17.61 | 25.59 | | chandelier | 56.22 | 68.52 | | awning | 13.56 | 14.37 | | streetlight | 16.75 | 23.51 | | booth | 31.14 | 33.2 | | television receiver | 52.56 | 65.1 | | airplane | 51.13 | 62.73 | | dirt track | 5.02 | 18.27 | | apparel | 24.48 | 29.35 | | pole | 6.27 | 6.97 | | land | 6.04 | 11.4 | | bannister | 4.87 | 6.0 | | escalator | 43.09 | 54.11 | | ottoman | 26.61 | 48.21 | | bottle | 20.15 | 24.73 | | buffet | 37.42 | 53.41 | | poster | 9.58 | 11.4 | | stage | 14.45 | 31.22 | | van | 28.94 | 44.3 | | ship | 12.73 | 18.22 | | fountain | 18.39 | 18.65 | | conveyer belt | 67.52 | 90.64 | | canopy | 37.29 | 46.07 | | washer | 73.46 | 82.79 | | plaything | 17.86 | 31.98 | | swimming pool | 52.45 | 65.08 | | stool | 32.15 | 43.33 | | barrel | 27.93 | 55.96 | | basket | 31.32 | 41.49 | | waterfall | 40.98 | 45.32 | | tent | 84.17 | 99.36 | | bag | 10.17 | 11.24 | | minibike | 62.27 | 83.76 | | cradle | 55.66 | 93.91 | | oven | 27.4 | 40.56 | | ball | 49.23 | 67.67 | | food | 31.96 | 34.3 | | step | 0.99 | 1.02 | | tank | 46.2 | 52.83 | | trade name | 15.15 | 16.38 | | microwave | 72.58 | 88.03 | | pot | 29.17 | 41.84 | | animal | 41.31 | 45.65 | | bicycle | 55.79 | 79.89 | | lake | 36.96 | 40.84 | | dishwasher | 26.67 | 29.32 | | screen | 56.5 | 63.24 | | blanket | 7.85 | 8.9 | | sculpture | 42.76 | 54.11 | | hood | 36.37 | 41.12 | | sconce | 17.13 | 20.28 | | vase | 21.78 | 35.56 | | traffic light | 24.55 | 50.18 | | tray | 6.36 | 7.11 | | ashcan | 33.9 | 42.06 | | fan | 45.26 | 60.03 | | pier | 32.4 | 44.72 | | crt screen | 9.94 | 36.96 | | plate | 48.24 | 62.28 | | monitor | 13.43 | 15.45 | | bulletin board | 32.95 | 39.35 | | shower | 0.2 | 0.53 | | radiator | 57.16 | 63.22 | | glass | 13.26 | 14.32 | | clock | 16.26 | 18.33 | | flag | 33.34 | 38.52 | +---------------------+-------+-------+ 2024-01-03 02:10:45,605 - mmseg - INFO - Summary: 2024-01-03 02:10:45,605 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 76.79 | 39.78 | 51.34 | +-------+-------+-------+ 2024-01-03 02:10:45,606 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:10:45,606 - mmseg - INFO - Iter(val) [250] aAcc: 0.7679, mIoU: 0.3978, mAcc: 0.5134, IoU.wall: 0.6579, IoU.building: 0.7659, IoU.sky: 0.8985, IoU.floor: 0.7352, IoU.tree: 0.6750, IoU.ceiling: 0.7155, IoU.road: 0.7541, IoU.bed : 0.8133, IoU.windowpane: 0.5314, IoU.grass: 0.6290, IoU.cabinet: 0.4831, IoU.sidewalk: 0.5247, IoU.person: 0.7449, IoU.earth: 0.3343, IoU.door: 0.2230, IoU.table: 0.4548, IoU.mountain: 0.5370, IoU.plant: 0.4513, IoU.curtain: 0.6542, IoU.chair: 0.4606, IoU.car: 0.7772, IoU.water: 0.5655, IoU.painting: 0.5570, IoU.sofa: 0.5738, IoU.shelf: 0.2845, IoU.house: 0.3901, IoU.sea: 0.5186, IoU.mirror: 0.3657, IoU.rug: 0.4177, IoU.field: 0.3070, IoU.armchair: 0.3158, IoU.seat: 0.5368, IoU.fence: 0.3578, IoU.desk: 0.3132, IoU.rock: 0.4275, IoU.wardrobe: 0.4079, IoU.lamp: 0.4571, IoU.bathtub: 0.5646, IoU.railing: 0.3065, IoU.cushion: 0.4186, IoU.base: 0.1575, IoU.box: 0.1817, IoU.column: 0.3306, IoU.signboard: 0.2841, IoU.chest of drawers: 0.3011, IoU.counter: 0.3213, IoU.sand: 0.4262, IoU.sink: 0.5846, IoU.skyscraper: 0.5024, IoU.fireplace: 0.6039, IoU.refrigerator: 0.5455, IoU.grandstand: 0.4369, IoU.path: 0.1215, IoU.stairs: 0.3002, IoU.runway: 0.5892, IoU.case: 0.4318, IoU.pool table: 0.8417, IoU.pillow: 0.5003, IoU.screen door: 0.4000, IoU.stairway: 0.3391, IoU.river: 0.0821, IoU.bridge: 0.5111, IoU.bookcase: 0.2807, IoU.blind: 0.2411, IoU.coffee table: 0.5122, IoU.toilet: 0.7042, IoU.flower: 0.3001, IoU.book: 0.4379, IoU.hill: 0.0532, IoU.bench: 0.4357, IoU.countertop: 0.4388, IoU.stove: 0.5060, IoU.palm: 0.4157, IoU.kitchen island: 0.2734, IoU.computer: 0.6134, IoU.swivel chair: 0.3767, IoU.boat: 0.4570, IoU.bar: 0.5096, IoU.arcade machine: 0.4033, IoU.hovel: 0.4283, IoU.bus: 0.8219, IoU.towel: 0.5373, IoU.light: 0.2480, IoU.truck: 0.2418, IoU.tower: 0.1761, IoU.chandelier: 0.5622, IoU.awning: 0.1356, IoU.streetlight: 0.1675, IoU.booth: 0.3114, IoU.television receiver: 0.5256, IoU.airplane: 0.5113, IoU.dirt track: 0.0502, IoU.apparel: 0.2448, IoU.pole: 0.0627, IoU.land: 0.0604, IoU.bannister: 0.0487, IoU.escalator: 0.4309, IoU.ottoman: 0.2661, IoU.bottle: 0.2015, IoU.buffet: 0.3742, IoU.poster: 0.0958, IoU.stage: 0.1445, IoU.van: 0.2894, IoU.ship: 0.1273, IoU.fountain: 0.1839, IoU.conveyer belt: 0.6752, IoU.canopy: 0.3729, IoU.washer: 0.7346, IoU.plaything: 0.1786, IoU.swimming pool: 0.5245, IoU.stool: 0.3215, IoU.barrel: 0.2793, IoU.basket: 0.3132, IoU.waterfall: 0.4098, IoU.tent: 0.8417, IoU.bag: 0.1017, IoU.minibike: 0.6227, IoU.cradle: 0.5566, IoU.oven: 0.2740, IoU.ball: 0.4923, IoU.food: 0.3196, IoU.step: 0.0099, IoU.tank: 0.4620, IoU.trade name: 0.1515, IoU.microwave: 0.7258, IoU.pot: 0.2917, IoU.animal: 0.4131, IoU.bicycle: 0.5579, IoU.lake: 0.3696, IoU.dishwasher: 0.2667, IoU.screen: 0.5650, IoU.blanket: 0.0785, IoU.sculpture: 0.4276, IoU.hood: 0.3637, IoU.sconce: 0.1713, IoU.vase: 0.2178, IoU.traffic light: 0.2455, IoU.tray: 0.0636, IoU.ashcan: 0.3390, IoU.fan: 0.4526, IoU.pier: 0.3240, IoU.crt screen: 0.0994, IoU.plate: 0.4824, IoU.monitor: 0.1343, IoU.bulletin board: 0.3295, IoU.shower: 0.0020, IoU.radiator: 0.5716, IoU.glass: 0.1326, IoU.clock: 0.1626, IoU.flag: 0.3334, Acc.wall: 0.8358, Acc.building: 0.9140, Acc.sky: 0.9314, Acc.floor: 0.8480, Acc.tree: 0.8483, Acc.ceiling: 0.8178, Acc.road: 0.8221, Acc.bed : 0.9289, Acc.windowpane: 0.7320, Acc.grass: 0.8155, Acc.cabinet: 0.6161, Acc.sidewalk: 0.7942, Acc.person: 0.8809, Acc.earth: 0.4650, Acc.door: 0.2661, Acc.table: 0.6306, Acc.mountain: 0.7178, Acc.plant: 0.5584, Acc.curtain: 0.7438, Acc.chair: 0.6298, Acc.car: 0.8935, Acc.water: 0.7833, Acc.painting: 0.7550, Acc.sofa: 0.7431, Acc.shelf: 0.3986, Acc.house: 0.4858, Acc.sea: 0.5971, Acc.mirror: 0.4213, Acc.rug: 0.4749, Acc.field: 0.4537, Acc.armchair: 0.5128, Acc.seat: 0.7788, Acc.fence: 0.4963, Acc.desk: 0.5172, Acc.rock: 0.5678, Acc.wardrobe: 0.7056, Acc.lamp: 0.5720, Acc.bathtub: 0.7146, Acc.railing: 0.4221, Acc.cushion: 0.5459, Acc.base: 0.2911, Acc.box: 0.2375, Acc.column: 0.4169, Acc.signboard: 0.4143, Acc.chest of drawers: 0.3877, Acc.counter: 0.4260, Acc.sand: 0.5873, Acc.sink: 0.6818, Acc.skyscraper: 0.6392, Acc.fireplace: 0.7132, Acc.refrigerator: 0.6670, Acc.grandstand: 0.6679, Acc.path: 0.1481, Acc.stairs: 0.4030, Acc.runway: 0.7631, Acc.case: 0.5620, Acc.pool table: 0.9651, Acc.pillow: 0.6637, Acc.screen door: 0.5637, Acc.stairway: 0.3747, Acc.river: 0.1598, Acc.bridge: 0.6284, Acc.bookcase: 0.4167, Acc.blind: 0.2465, Acc.coffee table: 0.6947, Acc.toilet: 0.8477, Acc.flower: 0.4642, Acc.book: 0.6470, Acc.hill: 0.0785, Acc.bench: 0.5142, Acc.countertop: 0.6059, Acc.stove: 0.5598, Acc.palm: 0.5104, Acc.kitchen island: 0.5143, Acc.computer: 0.7603, Acc.swivel chair: 0.6050, Acc.boat: 0.5301, Acc.bar: 0.6494, Acc.arcade machine: 0.4420, Acc.hovel: 0.5451, Acc.bus: 0.8900, Acc.towel: 0.7093, Acc.light: 0.2737, Acc.truck: 0.3548, Acc.tower: 0.2559, Acc.chandelier: 0.6852, Acc.awning: 0.1437, Acc.streetlight: 0.2351, Acc.booth: 0.3320, Acc.television receiver: 0.6510, Acc.airplane: 0.6273, Acc.dirt track: 0.1827, Acc.apparel: 0.2935, Acc.pole: 0.0697, Acc.land: 0.1140, Acc.bannister: 0.0600, Acc.escalator: 0.5411, Acc.ottoman: 0.4821, Acc.bottle: 0.2473, Acc.buffet: 0.5341, Acc.poster: 0.1140, Acc.stage: 0.3122, Acc.van: 0.4430, Acc.ship: 0.1822, Acc.fountain: 0.1865, Acc.conveyer belt: 0.9064, Acc.canopy: 0.4607, Acc.washer: 0.8279, Acc.plaything: 0.3198, Acc.swimming pool: 0.6508, Acc.stool: 0.4333, Acc.barrel: 0.5596, Acc.basket: 0.4149, Acc.waterfall: 0.4532, Acc.tent: 0.9936, Acc.bag: 0.1124, Acc.minibike: 0.8376, Acc.cradle: 0.9391, Acc.oven: 0.4056, Acc.ball: 0.6767, Acc.food: 0.3430, Acc.step: 0.0102, Acc.tank: 0.5283, Acc.trade name: 0.1638, Acc.microwave: 0.8803, Acc.pot: 0.4184, Acc.animal: 0.4565, Acc.bicycle: 0.7989, Acc.lake: 0.4084, Acc.dishwasher: 0.2932, Acc.screen: 0.6324, Acc.blanket: 0.0890, Acc.sculpture: 0.5411, Acc.hood: 0.4112, Acc.sconce: 0.2028, Acc.vase: 0.3556, Acc.traffic light: 0.5018, Acc.tray: 0.0711, Acc.ashcan: 0.4206, Acc.fan: 0.6003, Acc.pier: 0.4472, Acc.crt screen: 0.3696, Acc.plate: 0.6228, Acc.monitor: 0.1545, Acc.bulletin board: 0.3935, Acc.shower: 0.0053, Acc.radiator: 0.6322, Acc.glass: 0.1432, Acc.clock: 0.1833, Acc.flag: 0.3852 2024-01-03 02:10:50,649 - mmseg - INFO - Iter [10050/40000] lr: 7.488e-04, eta: 0:53:21, time: 0.867, data_time: 0.769, memory: 3301, decode.loss_ce: 0.6925, decode.acc_seg: 75.1666, loss: 0.6925 2024-01-03 02:10:55,686 - mmseg - INFO - Iter [10100/40000] lr: 7.475e-04, eta: 0:53:14, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7118, decode.acc_seg: 74.6754, loss: 0.7118 2024-01-03 02:11:02,986 - mmseg - INFO - Iter [10150/40000] lr: 7.463e-04, eta: 0:53:15, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.7021, decode.acc_seg: 75.0244, loss: 0.7021 2024-01-03 02:11:08,022 - mmseg - INFO - Iter [10200/40000] lr: 7.450e-04, eta: 0:53:08, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6953, decode.acc_seg: 74.7187, loss: 0.6953 2024-01-03 02:11:13,067 - mmseg - INFO - Iter [10250/40000] lr: 7.438e-04, eta: 0:53:02, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6844, decode.acc_seg: 75.5453, loss: 0.6844 2024-01-03 02:11:18,108 - mmseg - INFO - Iter [10300/40000] lr: 7.425e-04, eta: 0:52:56, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6935, decode.acc_seg: 75.5343, loss: 0.6935 2024-01-03 02:11:23,141 - mmseg - INFO - Iter [10350/40000] lr: 7.413e-04, eta: 0:52:50, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6658, decode.acc_seg: 76.1061, loss: 0.6658 2024-01-03 02:11:28,194 - mmseg - INFO - Iter [10400/40000] lr: 7.400e-04, eta: 0:52:44, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6981, decode.acc_seg: 75.1355, loss: 0.6981 2024-01-03 02:11:33,235 - mmseg - INFO - Iter [10450/40000] lr: 7.388e-04, eta: 0:52:37, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6689, decode.acc_seg: 76.2327, loss: 0.6689 2024-01-03 02:11:38,279 - mmseg - INFO - Iter [10500/40000] lr: 7.375e-04, eta: 0:52:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7036, decode.acc_seg: 74.5610, loss: 0.7036 2024-01-03 02:11:43,328 - mmseg - INFO - Iter [10550/40000] lr: 7.363e-04, eta: 0:52:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6936, decode.acc_seg: 75.0104, loss: 0.6936 2024-01-03 02:11:48,370 - mmseg - INFO - Iter [10600/40000] lr: 7.350e-04, eta: 0:52:19, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6636, decode.acc_seg: 76.2191, loss: 0.6636 2024-01-03 02:11:53,419 - mmseg - INFO - Iter [10650/40000] lr: 7.338e-04, eta: 0:52:13, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7020, decode.acc_seg: 75.0219, loss: 0.7020 2024-01-03 02:11:58,463 - mmseg - INFO - Iter [10700/40000] lr: 7.325e-04, eta: 0:52:07, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7140, decode.acc_seg: 73.8489, loss: 0.7140 2024-01-03 02:12:03,513 - mmseg - INFO - Iter [10750/40000] lr: 7.313e-04, eta: 0:52:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6780, decode.acc_seg: 75.2711, loss: 0.6780 2024-01-03 02:12:08,554 - mmseg - INFO - Iter [10800/40000] lr: 7.300e-04, eta: 0:51:54, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7171, decode.acc_seg: 74.2415, loss: 0.7171 2024-01-03 02:12:13,598 - mmseg - INFO - Iter [10850/40000] lr: 7.288e-04, eta: 0:51:48, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6971, decode.acc_seg: 75.3778, loss: 0.6971 2024-01-03 02:12:18,641 - mmseg - INFO - Iter [10900/40000] lr: 7.275e-04, eta: 0:51:42, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6969, decode.acc_seg: 75.1373, loss: 0.6969 2024-01-03 02:12:23,685 - mmseg - INFO - Iter [10950/40000] lr: 7.263e-04, eta: 0:51:36, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6927, decode.acc_seg: 75.2394, loss: 0.6927 2024-01-03 02:12:28,727 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:12:28,728 - mmseg - INFO - Iter [11000/40000] lr: 7.250e-04, eta: 0:51:30, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6640, decode.acc_seg: 76.1054, loss: 0.6640 2024-01-03 02:12:33,773 - mmseg - INFO - Iter [11050/40000] lr: 7.238e-04, eta: 0:51:24, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6535, decode.acc_seg: 76.0691, loss: 0.6535 2024-01-03 02:12:38,822 - mmseg - INFO - Iter [11100/40000] lr: 7.225e-04, eta: 0:51:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7040, decode.acc_seg: 74.8814, loss: 0.7040 2024-01-03 02:12:43,867 - mmseg - INFO - Iter [11150/40000] lr: 7.213e-04, eta: 0:51:12, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7153, decode.acc_seg: 73.8230, loss: 0.7153 2024-01-03 02:12:48,916 - mmseg - INFO - Iter [11200/40000] lr: 7.200e-04, eta: 0:51:06, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6766, decode.acc_seg: 75.1366, loss: 0.6766 2024-01-03 02:12:53,964 - mmseg - INFO - Iter [11250/40000] lr: 7.188e-04, eta: 0:51:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6687, decode.acc_seg: 76.0722, loss: 0.6687 2024-01-03 02:12:59,007 - mmseg - INFO - Iter [11300/40000] lr: 7.175e-04, eta: 0:50:54, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6903, decode.acc_seg: 75.5818, loss: 0.6903 2024-01-03 02:13:04,048 - mmseg - INFO - Iter [11350/40000] lr: 7.163e-04, eta: 0:50:48, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7128, decode.acc_seg: 73.3831, loss: 0.7128 2024-01-03 02:13:11,391 - mmseg - INFO - Iter [11400/40000] lr: 7.150e-04, eta: 0:50:47, time: 0.147, data_time: 0.047, memory: 3301, decode.loss_ce: 0.6947, decode.acc_seg: 75.1610, loss: 0.6947 2024-01-03 02:13:16,438 - mmseg - INFO - Iter [11450/40000] lr: 7.138e-04, eta: 0:50:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6947, decode.acc_seg: 75.0699, loss: 0.6947 2024-01-03 02:13:21,484 - mmseg - INFO - Iter [11500/40000] lr: 7.125e-04, eta: 0:50:35, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7383, decode.acc_seg: 73.2849, loss: 0.7383 2024-01-03 02:13:26,526 - mmseg - INFO - Iter [11550/40000] lr: 7.113e-04, eta: 0:50:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6966, decode.acc_seg: 74.9296, loss: 0.6966 2024-01-03 02:13:31,577 - mmseg - INFO - Iter [11600/40000] lr: 7.100e-04, eta: 0:50:23, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6637, decode.acc_seg: 75.6802, loss: 0.6637 2024-01-03 02:13:36,630 - mmseg - INFO - Iter [11650/40000] lr: 7.088e-04, eta: 0:50:17, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7061, decode.acc_seg: 74.7412, loss: 0.7061 2024-01-03 02:13:41,674 - mmseg - INFO - Iter [11700/40000] lr: 7.075e-04, eta: 0:50:11, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6676, decode.acc_seg: 75.4493, loss: 0.6676 2024-01-03 02:13:46,720 - mmseg - INFO - Iter [11750/40000] lr: 7.063e-04, eta: 0:50:05, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7020, decode.acc_seg: 75.0109, loss: 0.7020 2024-01-03 02:13:51,771 - mmseg - INFO - Iter [11800/40000] lr: 7.050e-04, eta: 0:49:59, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6895, decode.acc_seg: 74.5123, loss: 0.6895 2024-01-03 02:13:56,824 - mmseg - INFO - Iter [11850/40000] lr: 7.038e-04, eta: 0:49:53, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6706, decode.acc_seg: 75.1098, loss: 0.6706 2024-01-03 02:14:01,877 - mmseg - INFO - Iter [11900/40000] lr: 7.025e-04, eta: 0:49:47, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6467, decode.acc_seg: 76.3565, loss: 0.6467 2024-01-03 02:14:06,925 - mmseg - INFO - Iter [11950/40000] lr: 7.013e-04, eta: 0:49:42, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6973, decode.acc_seg: 74.8090, loss: 0.6973 2024-01-03 02:14:12,004 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:14:12,004 - mmseg - INFO - Iter [12000/40000] lr: 7.000e-04, eta: 0:49:36, time: 0.102, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6844, decode.acc_seg: 75.9885, loss: 0.6844 2024-01-03 02:14:17,055 - mmseg - INFO - Iter [12050/40000] lr: 6.988e-04, eta: 0:49:30, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6904, decode.acc_seg: 75.6094, loss: 0.6904 2024-01-03 02:14:22,097 - mmseg - INFO - Iter [12100/40000] lr: 6.975e-04, eta: 0:49:24, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6933, decode.acc_seg: 74.8769, loss: 0.6933 2024-01-03 02:14:27,144 - mmseg - INFO - Iter [12150/40000] lr: 6.963e-04, eta: 0:49:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6513, decode.acc_seg: 76.3957, loss: 0.6513 2024-01-03 02:14:32,193 - mmseg - INFO - Iter [12200/40000] lr: 6.950e-04, eta: 0:49:12, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6973, decode.acc_seg: 74.5445, loss: 0.6973 2024-01-03 02:14:37,242 - mmseg - INFO - Iter [12250/40000] lr: 6.938e-04, eta: 0:49:06, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6990, decode.acc_seg: 74.7974, loss: 0.6990 2024-01-03 02:14:42,292 - mmseg - INFO - Iter [12300/40000] lr: 6.925e-04, eta: 0:49:00, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6826, decode.acc_seg: 75.2893, loss: 0.6826 2024-01-03 02:14:47,339 - mmseg - INFO - Iter [12350/40000] lr: 6.913e-04, eta: 0:48:54, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7077, decode.acc_seg: 74.2754, loss: 0.7077 2024-01-03 02:14:52,391 - mmseg - INFO - Iter [12400/40000] lr: 6.900e-04, eta: 0:48:48, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7026, decode.acc_seg: 75.2551, loss: 0.7026 2024-01-03 02:14:57,448 - mmseg - INFO - Iter [12450/40000] lr: 6.888e-04, eta: 0:48:43, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6883, decode.acc_seg: 74.9777, loss: 0.6883 2024-01-03 02:15:02,494 - mmseg - INFO - Iter [12500/40000] lr: 6.875e-04, eta: 0:48:37, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6878, decode.acc_seg: 75.4160, loss: 0.6878 2024-01-03 02:15:07,550 - mmseg - INFO - Iter [12550/40000] lr: 6.863e-04, eta: 0:48:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6841, decode.acc_seg: 74.7457, loss: 0.6841 2024-01-03 02:15:12,609 - mmseg - INFO - Iter [12600/40000] lr: 6.850e-04, eta: 0:48:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7205, decode.acc_seg: 74.1749, loss: 0.7205 2024-01-03 02:15:19,904 - mmseg - INFO - Iter [12650/40000] lr: 6.838e-04, eta: 0:48:24, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.6833, decode.acc_seg: 75.1051, loss: 0.6833 2024-01-03 02:15:24,959 - mmseg - INFO - Iter [12700/40000] lr: 6.825e-04, eta: 0:48:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6594, decode.acc_seg: 76.0620, loss: 0.6594 2024-01-03 02:15:30,011 - mmseg - INFO - Iter [12750/40000] lr: 6.813e-04, eta: 0:48:12, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6923, decode.acc_seg: 75.2645, loss: 0.6923 2024-01-03 02:15:35,059 - mmseg - INFO - Iter [12800/40000] lr: 6.800e-04, eta: 0:48:06, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6744, decode.acc_seg: 75.5691, loss: 0.6744 2024-01-03 02:15:40,104 - mmseg - INFO - Iter [12850/40000] lr: 6.788e-04, eta: 0:48:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6527, decode.acc_seg: 76.2351, loss: 0.6527 2024-01-03 02:15:45,153 - mmseg - INFO - Iter [12900/40000] lr: 6.775e-04, eta: 0:47:55, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6757, decode.acc_seg: 75.1537, loss: 0.6757 2024-01-03 02:15:50,212 - mmseg - INFO - Iter [12950/40000] lr: 6.763e-04, eta: 0:47:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6823, decode.acc_seg: 75.6946, loss: 0.6823 2024-01-03 02:15:55,269 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:15:55,269 - mmseg - INFO - Iter [13000/40000] lr: 6.750e-04, eta: 0:47:43, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7163, decode.acc_seg: 74.1320, loss: 0.7163 2024-01-03 02:16:00,323 - mmseg - INFO - Iter [13050/40000] lr: 6.738e-04, eta: 0:47:37, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6746, decode.acc_seg: 75.8413, loss: 0.6746 2024-01-03 02:16:05,373 - mmseg - INFO - Iter [13100/40000] lr: 6.725e-04, eta: 0:47:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6905, decode.acc_seg: 75.7050, loss: 0.6905 2024-01-03 02:16:10,428 - mmseg - INFO - Iter [13150/40000] lr: 6.713e-04, eta: 0:47:26, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6775, decode.acc_seg: 74.8804, loss: 0.6775 2024-01-03 02:16:15,480 - mmseg - INFO - Iter [13200/40000] lr: 6.700e-04, eta: 0:47:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6782, decode.acc_seg: 75.4150, loss: 0.6782 2024-01-03 02:16:20,532 - mmseg - INFO - Iter [13250/40000] lr: 6.688e-04, eta: 0:47:14, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6582, decode.acc_seg: 75.8380, loss: 0.6582 2024-01-03 02:16:25,585 - mmseg - INFO - Iter [13300/40000] lr: 6.675e-04, eta: 0:47:08, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6574, decode.acc_seg: 76.5182, loss: 0.6574 2024-01-03 02:16:30,645 - mmseg - INFO - Iter [13350/40000] lr: 6.663e-04, eta: 0:47:02, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6556, decode.acc_seg: 75.8276, loss: 0.6556 2024-01-03 02:16:35,695 - mmseg - INFO - Iter [13400/40000] lr: 6.650e-04, eta: 0:46:57, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7227, decode.acc_seg: 74.3457, loss: 0.7227 2024-01-03 02:16:40,749 - mmseg - INFO - Iter [13450/40000] lr: 6.638e-04, eta: 0:46:51, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7197, decode.acc_seg: 74.4752, loss: 0.7197 2024-01-03 02:16:45,837 - mmseg - INFO - Iter [13500/40000] lr: 6.625e-04, eta: 0:46:45, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7314, decode.acc_seg: 73.5228, loss: 0.7314 2024-01-03 02:16:50,893 - mmseg - INFO - Iter [13550/40000] lr: 6.613e-04, eta: 0:46:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6436, decode.acc_seg: 76.1738, loss: 0.6436 2024-01-03 02:16:55,954 - mmseg - INFO - Iter [13600/40000] lr: 6.600e-04, eta: 0:46:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6818, decode.acc_seg: 75.7459, loss: 0.6818 2024-01-03 02:17:01,013 - mmseg - INFO - Iter [13650/40000] lr: 6.588e-04, eta: 0:46:28, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6756, decode.acc_seg: 75.3807, loss: 0.6756 2024-01-03 02:17:06,073 - mmseg - INFO - Iter [13700/40000] lr: 6.575e-04, eta: 0:46:22, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6907, decode.acc_seg: 75.0881, loss: 0.6907 2024-01-03 02:17:11,127 - mmseg - INFO - Iter [13750/40000] lr: 6.563e-04, eta: 0:46:16, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6794, decode.acc_seg: 75.2782, loss: 0.6794 2024-01-03 02:17:16,184 - mmseg - INFO - Iter [13800/40000] lr: 6.550e-04, eta: 0:46:11, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7186, decode.acc_seg: 74.0611, loss: 0.7186 2024-01-03 02:17:21,245 - mmseg - INFO - Iter [13850/40000] lr: 6.538e-04, eta: 0:46:05, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6911, decode.acc_seg: 75.0156, loss: 0.6911 2024-01-03 02:17:28,524 - mmseg - INFO - Iter [13900/40000] lr: 6.525e-04, eta: 0:46:03, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.6846, decode.acc_seg: 75.2603, loss: 0.6846 2024-01-03 02:17:33,583 - mmseg - INFO - Iter [13950/40000] lr: 6.513e-04, eta: 0:45:58, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6861, decode.acc_seg: 75.2834, loss: 0.6861 2024-01-03 02:17:38,642 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:17:38,642 - mmseg - INFO - Iter [14000/40000] lr: 6.500e-04, eta: 0:45:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6616, decode.acc_seg: 75.7649, loss: 0.6616 2024-01-03 02:17:43,698 - mmseg - INFO - Iter [14050/40000] lr: 6.488e-04, eta: 0:45:46, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6548, decode.acc_seg: 75.9433, loss: 0.6548 2024-01-03 02:17:48,755 - mmseg - INFO - Iter [14100/40000] lr: 6.475e-04, eta: 0:45:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6486, decode.acc_seg: 76.4787, loss: 0.6486 2024-01-03 02:17:53,814 - mmseg - INFO - Iter [14150/40000] lr: 6.463e-04, eta: 0:45:35, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6519, decode.acc_seg: 76.3070, loss: 0.6519 2024-01-03 02:17:58,872 - mmseg - INFO - Iter [14200/40000] lr: 6.450e-04, eta: 0:45:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6731, decode.acc_seg: 75.6338, loss: 0.6731 2024-01-03 02:18:03,935 - mmseg - INFO - Iter [14250/40000] lr: 6.438e-04, eta: 0:45:23, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6889, decode.acc_seg: 75.4219, loss: 0.6889 2024-01-03 02:18:08,991 - mmseg - INFO - Iter [14300/40000] lr: 6.425e-04, eta: 0:45:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6846, decode.acc_seg: 75.0608, loss: 0.6846 2024-01-03 02:18:14,050 - mmseg - INFO - Iter [14350/40000] lr: 6.413e-04, eta: 0:45:12, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6921, decode.acc_seg: 74.9350, loss: 0.6921 2024-01-03 02:18:19,111 - mmseg - INFO - Iter [14400/40000] lr: 6.400e-04, eta: 0:45:06, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6643, decode.acc_seg: 75.8715, loss: 0.6643 2024-01-03 02:18:24,175 - mmseg - INFO - Iter [14450/40000] lr: 6.388e-04, eta: 0:45:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6757, decode.acc_seg: 75.1804, loss: 0.6757 2024-01-03 02:18:29,233 - mmseg - INFO - Iter [14500/40000] lr: 6.375e-04, eta: 0:44:55, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6880, decode.acc_seg: 75.1866, loss: 0.6880 2024-01-03 02:18:34,295 - mmseg - INFO - Iter [14550/40000] lr: 6.363e-04, eta: 0:44:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6658, decode.acc_seg: 75.3572, loss: 0.6658 2024-01-03 02:18:39,349 - mmseg - INFO - Iter [14600/40000] lr: 6.350e-04, eta: 0:44:44, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6754, decode.acc_seg: 76.0276, loss: 0.6754 2024-01-03 02:18:44,407 - mmseg - INFO - Iter [14650/40000] lr: 6.338e-04, eta: 0:44:38, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6756, decode.acc_seg: 75.6105, loss: 0.6756 2024-01-03 02:18:49,471 - mmseg - INFO - Iter [14700/40000] lr: 6.325e-04, eta: 0:44:32, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6416, decode.acc_seg: 76.1486, loss: 0.6416 2024-01-03 02:18:54,528 - mmseg - INFO - Iter [14750/40000] lr: 6.313e-04, eta: 0:44:27, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6900, decode.acc_seg: 75.3433, loss: 0.6900 2024-01-03 02:18:59,584 - mmseg - INFO - Iter [14800/40000] lr: 6.300e-04, eta: 0:44:21, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6439, decode.acc_seg: 76.6879, loss: 0.6439 2024-01-03 02:19:04,653 - mmseg - INFO - Iter [14850/40000] lr: 6.288e-04, eta: 0:44:15, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6795, decode.acc_seg: 74.9537, loss: 0.6795 2024-01-03 02:19:09,714 - mmseg - INFO - Iter [14900/40000] lr: 6.275e-04, eta: 0:44:10, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6750, decode.acc_seg: 75.2768, loss: 0.6750 2024-01-03 02:19:14,771 - mmseg - INFO - Iter [14950/40000] lr: 6.263e-04, eta: 0:44:04, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6904, decode.acc_seg: 75.2181, loss: 0.6904 2024-01-03 02:19:19,836 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:19:19,836 - mmseg - INFO - Iter [15000/40000] lr: 6.250e-04, eta: 0:43:58, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6958, decode.acc_seg: 75.1962, loss: 0.6958 2024-01-03 02:19:24,899 - mmseg - INFO - Iter [15050/40000] lr: 6.238e-04, eta: 0:43:53, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6821, decode.acc_seg: 75.2513, loss: 0.6821 2024-01-03 02:19:29,963 - mmseg - INFO - Iter [15100/40000] lr: 6.225e-04, eta: 0:43:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6786, decode.acc_seg: 75.1493, loss: 0.6786 2024-01-03 02:19:35,024 - mmseg - INFO - Iter [15150/40000] lr: 6.213e-04, eta: 0:43:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7277, decode.acc_seg: 73.5947, loss: 0.7277 2024-01-03 02:19:42,365 - mmseg - INFO - Iter [15200/40000] lr: 6.200e-04, eta: 0:43:40, time: 0.147, data_time: 0.048, memory: 3301, decode.loss_ce: 0.6458, decode.acc_seg: 76.5741, loss: 0.6458 2024-01-03 02:19:47,431 - mmseg - INFO - Iter [15250/40000] lr: 6.188e-04, eta: 0:43:34, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6872, decode.acc_seg: 75.2301, loss: 0.6872 2024-01-03 02:19:52,503 - mmseg - INFO - Iter [15300/40000] lr: 6.175e-04, eta: 0:43:28, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6825, decode.acc_seg: 75.2897, loss: 0.6825 2024-01-03 02:19:57,570 - mmseg - INFO - Iter [15350/40000] lr: 6.163e-04, eta: 0:43:23, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6364, decode.acc_seg: 76.7195, loss: 0.6364 2024-01-03 02:20:02,634 - mmseg - INFO - Iter [15400/40000] lr: 6.150e-04, eta: 0:43:17, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6634, decode.acc_seg: 76.2193, loss: 0.6634 2024-01-03 02:20:07,703 - mmseg - INFO - Iter [15450/40000] lr: 6.138e-04, eta: 0:43:11, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6718, decode.acc_seg: 76.0277, loss: 0.6718 2024-01-03 02:20:12,789 - mmseg - INFO - Iter [15500/40000] lr: 6.125e-04, eta: 0:43:06, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7098, decode.acc_seg: 74.5553, loss: 0.7098 2024-01-03 02:20:17,860 - mmseg - INFO - Iter [15550/40000] lr: 6.113e-04, eta: 0:43:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6878, decode.acc_seg: 75.1351, loss: 0.6878 2024-01-03 02:20:22,938 - mmseg - INFO - Iter [15600/40000] lr: 6.100e-04, eta: 0:42:55, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6705, decode.acc_seg: 76.0460, loss: 0.6705 2024-01-03 02:20:28,007 - mmseg - INFO - Iter [15650/40000] lr: 6.088e-04, eta: 0:42:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6658, decode.acc_seg: 75.9197, loss: 0.6658 2024-01-03 02:20:33,122 - mmseg - INFO - Iter [15700/40000] lr: 6.075e-04, eta: 0:42:44, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6745, decode.acc_seg: 75.8742, loss: 0.6745 2024-01-03 02:20:38,189 - mmseg - INFO - Iter [15750/40000] lr: 6.063e-04, eta: 0:42:38, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6721, decode.acc_seg: 75.5851, loss: 0.6721 2024-01-03 02:20:43,261 - mmseg - INFO - Iter [15800/40000] lr: 6.050e-04, eta: 0:42:32, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6628, decode.acc_seg: 75.0759, loss: 0.6628 2024-01-03 02:20:48,328 - mmseg - INFO - Iter [15850/40000] lr: 6.038e-04, eta: 0:42:27, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6832, decode.acc_seg: 74.9358, loss: 0.6832 2024-01-03 02:20:53,398 - mmseg - INFO - Iter [15900/40000] lr: 6.025e-04, eta: 0:42:21, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6636, decode.acc_seg: 75.7256, loss: 0.6636 2024-01-03 02:20:58,464 - mmseg - INFO - Iter [15950/40000] lr: 6.013e-04, eta: 0:42:16, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6504, decode.acc_seg: 75.6764, loss: 0.6504 2024-01-03 02:21:03,526 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:21:03,526 - mmseg - INFO - Iter [16000/40000] lr: 6.000e-04, eta: 0:42:10, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6843, decode.acc_seg: 75.4495, loss: 0.6843 2024-01-03 02:21:08,595 - mmseg - INFO - Iter [16050/40000] lr: 5.988e-04, eta: 0:42:04, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6732, decode.acc_seg: 75.8431, loss: 0.6732 2024-01-03 02:21:13,666 - mmseg - INFO - Iter [16100/40000] lr: 5.975e-04, eta: 0:41:59, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7069, decode.acc_seg: 74.3713, loss: 0.7069 2024-01-03 02:21:18,733 - mmseg - INFO - Iter [16150/40000] lr: 5.963e-04, eta: 0:41:53, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6653, decode.acc_seg: 75.7181, loss: 0.6653 2024-01-03 02:21:23,802 - mmseg - INFO - Iter [16200/40000] lr: 5.950e-04, eta: 0:41:48, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.7057, decode.acc_seg: 74.6475, loss: 0.7057 2024-01-03 02:21:28,869 - mmseg - INFO - Iter [16250/40000] lr: 5.938e-04, eta: 0:41:42, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6799, decode.acc_seg: 75.6502, loss: 0.6799 2024-01-03 02:21:33,931 - mmseg - INFO - Iter [16300/40000] lr: 5.925e-04, eta: 0:41:37, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6963, decode.acc_seg: 74.5433, loss: 0.6963 2024-01-03 02:21:38,998 - mmseg - INFO - Iter [16350/40000] lr: 5.913e-04, eta: 0:41:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6721, decode.acc_seg: 75.2870, loss: 0.6721 2024-01-03 02:21:44,066 - mmseg - INFO - Iter [16400/40000] lr: 5.900e-04, eta: 0:41:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6836, decode.acc_seg: 75.1214, loss: 0.6836 2024-01-03 02:21:51,386 - mmseg - INFO - Iter [16450/40000] lr: 5.888e-04, eta: 0:41:23, time: 0.146, data_time: 0.048, memory: 3301, decode.loss_ce: 0.6436, decode.acc_seg: 75.7735, loss: 0.6436 2024-01-03 02:21:56,442 - mmseg - INFO - Iter [16500/40000] lr: 5.875e-04, eta: 0:41:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6756, decode.acc_seg: 75.4059, loss: 0.6756 2024-01-03 02:22:01,495 - mmseg - INFO - Iter [16550/40000] lr: 5.863e-04, eta: 0:41:12, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6460, decode.acc_seg: 76.1732, loss: 0.6460 2024-01-03 02:22:06,557 - mmseg - INFO - Iter [16600/40000] lr: 5.850e-04, eta: 0:41:06, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6739, decode.acc_seg: 75.5547, loss: 0.6739 2024-01-03 02:22:11,615 - mmseg - INFO - Iter [16650/40000] lr: 5.838e-04, eta: 0:41:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6648, decode.acc_seg: 75.8893, loss: 0.6648 2024-01-03 02:22:16,679 - mmseg - INFO - Iter [16700/40000] lr: 5.825e-04, eta: 0:40:55, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6499, decode.acc_seg: 76.2605, loss: 0.6499 2024-01-03 02:22:21,737 - mmseg - INFO - Iter [16750/40000] lr: 5.813e-04, eta: 0:40:50, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6824, decode.acc_seg: 75.1970, loss: 0.6824 2024-01-03 02:22:26,847 - mmseg - INFO - Iter [16800/40000] lr: 5.800e-04, eta: 0:40:44, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6845, decode.acc_seg: 75.3261, loss: 0.6845 2024-01-03 02:22:31,905 - mmseg - INFO - Iter [16850/40000] lr: 5.788e-04, eta: 0:40:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6820, decode.acc_seg: 75.2037, loss: 0.6820 2024-01-03 02:22:36,968 - mmseg - INFO - Iter [16900/40000] lr: 5.775e-04, eta: 0:40:33, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7101, decode.acc_seg: 74.9690, loss: 0.7101 2024-01-03 02:22:42,026 - mmseg - INFO - Iter [16950/40000] lr: 5.763e-04, eta: 0:40:28, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6510, decode.acc_seg: 76.5384, loss: 0.6510 2024-01-03 02:22:47,081 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:22:47,082 - mmseg - INFO - Iter [17000/40000] lr: 5.750e-04, eta: 0:40:22, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6951, decode.acc_seg: 75.6809, loss: 0.6951 2024-01-03 02:22:52,137 - mmseg - INFO - Iter [17050/40000] lr: 5.738e-04, eta: 0:40:16, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6814, decode.acc_seg: 75.2810, loss: 0.6814 2024-01-03 02:22:57,186 - mmseg - INFO - Iter [17100/40000] lr: 5.725e-04, eta: 0:40:11, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6504, decode.acc_seg: 76.0158, loss: 0.6504 2024-01-03 02:23:02,241 - mmseg - INFO - Iter [17150/40000] lr: 5.713e-04, eta: 0:40:05, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6636, decode.acc_seg: 76.0529, loss: 0.6636 2024-01-03 02:23:07,301 - mmseg - INFO - Iter [17200/40000] lr: 5.700e-04, eta: 0:40:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6392, decode.acc_seg: 76.3474, loss: 0.6392 2024-01-03 02:23:12,356 - mmseg - INFO - Iter [17250/40000] lr: 5.688e-04, eta: 0:39:54, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6717, decode.acc_seg: 75.6921, loss: 0.6717 2024-01-03 02:23:17,433 - mmseg - INFO - Iter [17300/40000] lr: 5.675e-04, eta: 0:39:49, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7034, decode.acc_seg: 74.0318, loss: 0.7034 2024-01-03 02:23:22,492 - mmseg - INFO - Iter [17350/40000] lr: 5.663e-04, eta: 0:39:43, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6822, decode.acc_seg: 75.3685, loss: 0.6822 2024-01-03 02:23:27,555 - mmseg - INFO - Iter [17400/40000] lr: 5.650e-04, eta: 0:39:38, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6676, decode.acc_seg: 75.3662, loss: 0.6676 2024-01-03 02:23:32,617 - mmseg - INFO - Iter [17450/40000] lr: 5.638e-04, eta: 0:39:32, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6771, decode.acc_seg: 75.2396, loss: 0.6771 2024-01-03 02:23:37,670 - mmseg - INFO - Iter [17500/40000] lr: 5.625e-04, eta: 0:39:27, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6726, decode.acc_seg: 75.7898, loss: 0.6726 2024-01-03 02:23:42,732 - mmseg - INFO - Iter [17550/40000] lr: 5.613e-04, eta: 0:39:21, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6636, decode.acc_seg: 74.8276, loss: 0.6636 2024-01-03 02:23:47,788 - mmseg - INFO - Iter [17600/40000] lr: 5.600e-04, eta: 0:39:16, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6553, decode.acc_seg: 76.2482, loss: 0.6553 2024-01-03 02:23:52,844 - mmseg - INFO - Iter [17650/40000] lr: 5.588e-04, eta: 0:39:10, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6642, decode.acc_seg: 76.0794, loss: 0.6642 2024-01-03 02:24:00,123 - mmseg - INFO - Iter [17700/40000] lr: 5.575e-04, eta: 0:39:07, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.6838, decode.acc_seg: 74.9268, loss: 0.6838 2024-01-03 02:24:05,183 - mmseg - INFO - Iter [17750/40000] lr: 5.563e-04, eta: 0:39:02, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6581, decode.acc_seg: 75.8029, loss: 0.6581 2024-01-03 02:24:10,240 - mmseg - INFO - Iter [17800/40000] lr: 5.550e-04, eta: 0:38:56, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6570, decode.acc_seg: 76.3202, loss: 0.6570 2024-01-03 02:24:15,299 - mmseg - INFO - Iter [17850/40000] lr: 5.538e-04, eta: 0:38:51, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6548, decode.acc_seg: 76.0810, loss: 0.6548 2024-01-03 02:24:20,356 - mmseg - INFO - Iter [17900/40000] lr: 5.525e-04, eta: 0:38:45, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6156, decode.acc_seg: 77.8789, loss: 0.6156 2024-01-03 02:24:25,406 - mmseg - INFO - Iter [17950/40000] lr: 5.513e-04, eta: 0:38:40, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6484, decode.acc_seg: 76.6828, loss: 0.6484 2024-01-03 02:24:30,460 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:24:30,461 - mmseg - INFO - Iter [18000/40000] lr: 5.500e-04, eta: 0:38:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7012, decode.acc_seg: 74.8292, loss: 0.7012 2024-01-03 02:24:35,507 - mmseg - INFO - Iter [18050/40000] lr: 5.488e-04, eta: 0:38:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6695, decode.acc_seg: 75.5456, loss: 0.6695 2024-01-03 02:24:40,559 - mmseg - INFO - Iter [18100/40000] lr: 5.475e-04, eta: 0:38:23, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6698, decode.acc_seg: 75.5083, loss: 0.6698 2024-01-03 02:24:45,621 - mmseg - INFO - Iter [18150/40000] lr: 5.463e-04, eta: 0:38:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6918, decode.acc_seg: 75.2907, loss: 0.6918 2024-01-03 02:24:50,717 - mmseg - INFO - Iter [18200/40000] lr: 5.450e-04, eta: 0:38:12, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6507, decode.acc_seg: 76.1403, loss: 0.6507 2024-01-03 02:24:55,769 - mmseg - INFO - Iter [18250/40000] lr: 5.438e-04, eta: 0:38:07, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6975, decode.acc_seg: 74.6771, loss: 0.6975 2024-01-03 02:25:00,823 - mmseg - INFO - Iter [18300/40000] lr: 5.425e-04, eta: 0:38:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6817, decode.acc_seg: 75.1163, loss: 0.6817 2024-01-03 02:25:05,875 - mmseg - INFO - Iter [18350/40000] lr: 5.413e-04, eta: 0:37:56, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6897, decode.acc_seg: 75.2092, loss: 0.6897 2024-01-03 02:25:10,925 - mmseg - INFO - Iter [18400/40000] lr: 5.400e-04, eta: 0:37:50, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6973, decode.acc_seg: 75.2772, loss: 0.6973 2024-01-03 02:25:15,976 - mmseg - INFO - Iter [18450/40000] lr: 5.388e-04, eta: 0:37:45, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6797, decode.acc_seg: 75.2319, loss: 0.6797 2024-01-03 02:25:21,028 - mmseg - INFO - Iter [18500/40000] lr: 5.375e-04, eta: 0:37:39, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6804, decode.acc_seg: 75.6754, loss: 0.6804 2024-01-03 02:25:26,078 - mmseg - INFO - Iter [18550/40000] lr: 5.363e-04, eta: 0:37:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6695, decode.acc_seg: 75.5592, loss: 0.6695 2024-01-03 02:25:31,132 - mmseg - INFO - Iter [18600/40000] lr: 5.350e-04, eta: 0:37:28, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6750, decode.acc_seg: 75.2221, loss: 0.6750 2024-01-03 02:25:36,178 - mmseg - INFO - Iter [18650/40000] lr: 5.338e-04, eta: 0:37:23, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6592, decode.acc_seg: 76.7719, loss: 0.6592 2024-01-03 02:25:41,237 - mmseg - INFO - Iter [18700/40000] lr: 5.325e-04, eta: 0:37:17, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6667, decode.acc_seg: 75.3563, loss: 0.6667 2024-01-03 02:25:46,291 - mmseg - INFO - Iter [18750/40000] lr: 5.313e-04, eta: 0:37:12, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6722, decode.acc_seg: 75.7443, loss: 0.6722 2024-01-03 02:25:51,346 - mmseg - INFO - Iter [18800/40000] lr: 5.300e-04, eta: 0:37:06, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6542, decode.acc_seg: 76.2657, loss: 0.6542 2024-01-03 02:25:56,401 - mmseg - INFO - Iter [18850/40000] lr: 5.288e-04, eta: 0:37:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6688, decode.acc_seg: 75.5103, loss: 0.6688 2024-01-03 02:26:01,461 - mmseg - INFO - Iter [18900/40000] lr: 5.275e-04, eta: 0:36:55, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6499, decode.acc_seg: 76.4700, loss: 0.6499 2024-01-03 02:26:08,712 - mmseg - INFO - Iter [18950/40000] lr: 5.263e-04, eta: 0:36:52, time: 0.145, data_time: 0.047, memory: 3301, decode.loss_ce: 0.6490, decode.acc_seg: 76.1080, loss: 0.6490 2024-01-03 02:26:13,766 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:26:13,767 - mmseg - INFO - Iter [19000/40000] lr: 5.250e-04, eta: 0:36:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6702, decode.acc_seg: 75.8289, loss: 0.6702 2024-01-03 02:26:18,821 - mmseg - INFO - Iter [19050/40000] lr: 5.238e-04, eta: 0:36:41, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6561, decode.acc_seg: 75.6922, loss: 0.6561 2024-01-03 02:26:23,873 - mmseg - INFO - Iter [19100/40000] lr: 5.225e-04, eta: 0:36:36, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6451, decode.acc_seg: 77.2691, loss: 0.6451 2024-01-03 02:26:28,926 - mmseg - INFO - Iter [19150/40000] lr: 5.213e-04, eta: 0:36:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6916, decode.acc_seg: 74.8948, loss: 0.6916 2024-01-03 02:26:33,971 - mmseg - INFO - Iter [19200/40000] lr: 5.200e-04, eta: 0:36:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6593, decode.acc_seg: 75.6429, loss: 0.6593 2024-01-03 02:26:39,021 - mmseg - INFO - Iter [19250/40000] lr: 5.188e-04, eta: 0:36:20, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6467, decode.acc_seg: 76.2610, loss: 0.6467 2024-01-03 02:26:44,080 - mmseg - INFO - Iter [19300/40000] lr: 5.175e-04, eta: 0:36:14, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6451, decode.acc_seg: 77.1125, loss: 0.6451 2024-01-03 02:26:49,141 - mmseg - INFO - Iter [19350/40000] lr: 5.163e-04, eta: 0:36:09, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6576, decode.acc_seg: 75.9886, loss: 0.6576 2024-01-03 02:26:54,194 - mmseg - INFO - Iter [19400/40000] lr: 5.150e-04, eta: 0:36:03, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6407, decode.acc_seg: 76.0160, loss: 0.6407 2024-01-03 02:26:59,256 - mmseg - INFO - Iter [19450/40000] lr: 5.138e-04, eta: 0:35:58, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6789, decode.acc_seg: 75.4317, loss: 0.6789 2024-01-03 02:27:04,308 - mmseg - INFO - Iter [19500/40000] lr: 5.125e-04, eta: 0:35:52, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6582, decode.acc_seg: 75.6992, loss: 0.6582 2024-01-03 02:27:09,360 - mmseg - INFO - Iter [19550/40000] lr: 5.113e-04, eta: 0:35:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6811, decode.acc_seg: 75.2725, loss: 0.6811 2024-01-03 02:27:14,419 - mmseg - INFO - Iter [19600/40000] lr: 5.100e-04, eta: 0:35:41, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6485, decode.acc_seg: 75.7861, loss: 0.6485 2024-01-03 02:27:19,473 - mmseg - INFO - Iter [19650/40000] lr: 5.088e-04, eta: 0:35:36, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6809, decode.acc_seg: 74.9191, loss: 0.6809 2024-01-03 02:27:24,526 - mmseg - INFO - Iter [19700/40000] lr: 5.075e-04, eta: 0:35:30, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6711, decode.acc_seg: 75.7529, loss: 0.6711 2024-01-03 02:27:29,588 - mmseg - INFO - Iter [19750/40000] lr: 5.063e-04, eta: 0:35:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6876, decode.acc_seg: 75.2220, loss: 0.6876 2024-01-03 02:27:34,643 - mmseg - INFO - Iter [19800/40000] lr: 5.050e-04, eta: 0:35:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7011, decode.acc_seg: 75.0553, loss: 0.7011 2024-01-03 02:27:39,699 - mmseg - INFO - Iter [19850/40000] lr: 5.038e-04, eta: 0:35:14, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6700, decode.acc_seg: 75.6919, loss: 0.6700 2024-01-03 02:27:44,757 - mmseg - INFO - Iter [19900/40000] lr: 5.025e-04, eta: 0:35:09, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6826, decode.acc_seg: 75.7401, loss: 0.6826 2024-01-03 02:27:49,808 - mmseg - INFO - Iter [19950/40000] lr: 5.013e-04, eta: 0:35:03, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6831, decode.acc_seg: 75.4964, loss: 0.6831 2024-01-03 02:27:54,852 - mmseg - INFO - Saving checkpoint at 20000 iterations 2024-01-03 02:27:54,913 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:27:54,913 - mmseg - INFO - Iter [20000/40000] lr: 5.000e-04, eta: 0:34:58, time: 0.103, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6257, decode.acc_seg: 76.9545, loss: 0.6257 2024-01-03 02:28:09,138 - mmseg - INFO - per class results: 2024-01-03 02:28:09,143 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 66.23 | 82.93 | | building | 76.5 | 91.17 | | sky | 89.94 | 93.93 | | floor | 73.37 | 83.66 | | tree | 67.42 | 87.18 | | ceiling | 72.91 | 83.82 | | road | 75.51 | 87.0 | | bed | 81.52 | 92.4 | | windowpane | 52.8 | 66.94 | | grass | 61.25 | 75.98 | | cabinet | 49.47 | 59.76 | | sidewalk | 51.72 | 70.08 | | person | 74.3 | 88.35 | | earth | 35.56 | 50.41 | | door | 28.55 | 39.5 | | table | 45.5 | 62.32 | | mountain | 55.4 | 66.45 | | plant | 43.98 | 51.73 | | curtain | 64.03 | 75.24 | | chair | 46.05 | 65.23 | | car | 77.93 | 88.67 | | water | 55.63 | 74.77 | | painting | 57.14 | 73.84 | | sofa | 57.89 | 74.78 | | shelf | 29.33 | 40.06 | | house | 37.99 | 48.38 | | sea | 57.39 | 76.3 | | mirror | 39.1 | 46.35 | | rug | 50.65 | 62.51 | | field | 30.34 | 56.36 | | armchair | 35.96 | 56.52 | | seat | 54.18 | 76.13 | | fence | 35.31 | 51.14 | | desk | 33.69 | 50.59 | | rock | 46.7 | 68.3 | | wardrobe | 44.41 | 59.64 | | lamp | 46.85 | 59.91 | | bathtub | 55.41 | 73.88 | | railing | 29.67 | 39.51 | | cushion | 37.15 | 45.42 | | base | 13.34 | 20.06 | | box | 20.57 | 28.08 | | column | 32.59 | 38.92 | | signboard | 27.25 | 37.13 | | chest of drawers | 35.96 | 59.61 | | counter | 33.53 | 48.9 | | sand | 49.98 | 68.8 | | sink | 58.15 | 65.78 | | skyscraper | 50.02 | 60.31 | | fireplace | 56.81 | 78.7 | | refrigerator | 54.63 | 67.58 | | grandstand | 39.38 | 72.33 | | path | 16.24 | 21.48 | | stairs | 16.46 | 20.26 | | runway | 54.3 | 69.01 | | case | 38.57 | 56.95 | | pool table | 84.5 | 96.3 | | pillow | 48.77 | 73.11 | | screen door | 36.7 | 53.84 | | stairway | 27.16 | 38.43 | | river | 9.18 | 15.36 | | bridge | 43.26 | 53.67 | | bookcase | 33.63 | 60.08 | | blind | 34.07 | 41.89 | | coffee table | 47.24 | 78.16 | | toilet | 70.11 | 85.68 | | flower | 30.14 | 47.01 | | book | 40.5 | 55.58 | | hill | 7.26 | 11.47 | | bench | 38.81 | 43.82 | | countertop | 44.18 | 59.64 | | stove | 54.94 | 74.7 | | palm | 38.35 | 45.07 | | kitchen island | 29.34 | 64.5 | | computer | 63.77 | 83.19 | | swivel chair | 33.72 | 53.22 | | boat | 41.0 | 44.12 | | bar | 45.08 | 53.14 | | arcade machine | 47.84 | 54.81 | | hovel | 36.41 | 39.43 | | bus | 82.13 | 87.93 | | towel | 52.84 | 61.6 | | light | 35.87 | 43.83 | | truck | 25.44 | 35.27 | | tower | 19.96 | 33.19 | | chandelier | 53.65 | 62.76 | | awning | 15.83 | 18.38 | | streetlight | 16.88 | 21.72 | | booth | 33.1 | 43.32 | | television receiver | 55.76 | 69.52 | | airplane | 46.44 | 56.21 | | dirt track | 4.0 | 14.25 | | apparel | 35.17 | 53.74 | | pole | 10.81 | 12.87 | | land | 8.58 | 18.87 | | bannister | 4.26 | 5.14 | | escalator | 48.55 | 63.82 | | ottoman | 27.21 | 38.01 | | bottle | 22.27 | 27.01 | | buffet | 38.17 | 50.72 | | poster | 8.09 | 10.02 | | stage | 16.31 | 29.74 | | van | 26.45 | 39.38 | | ship | 8.7 | 11.8 | | fountain | 21.15 | 22.78 | | conveyer belt | 67.6 | 90.0 | | canopy | 19.39 | 25.68 | | washer | 75.52 | 81.34 | | plaything | 15.9 | 24.42 | | swimming pool | 55.32 | 80.77 | | stool | 22.43 | 25.15 | | barrel | 32.01 | 49.8 | | basket | 29.12 | 42.29 | | waterfall | 47.52 | 54.53 | | tent | 78.53 | 99.53 | | bag | 8.06 | 8.78 | | minibike | 65.09 | 78.09 | | cradle | 62.59 | 87.24 | | oven | 15.05 | 18.09 | | ball | 50.02 | 68.38 | | food | 49.48 | 56.26 | | step | 0.6 | 0.63 | | tank | 44.09 | 50.71 | | trade name | 11.75 | 12.4 | | microwave | 74.42 | 87.69 | | pot | 23.84 | 26.61 | | animal | 58.13 | 64.08 | | bicycle | 50.45 | 62.57 | | lake | 32.86 | 39.79 | | dishwasher | 32.87 | 39.45 | | screen | 61.5 | 80.27 | | blanket | 12.68 | 15.67 | | sculpture | 42.42 | 48.83 | | hood | 34.08 | 37.71 | | sconce | 20.84 | 24.71 | | vase | 23.15 | 36.49 | | traffic light | 22.69 | 42.84 | | tray | 8.99 | 11.06 | | ashcan | 33.31 | 43.69 | | fan | 33.72 | 38.2 | | pier | 26.14 | 41.67 | | crt screen | 4.54 | 8.29 | | plate | 51.32 | 69.48 | | monitor | 36.05 | 48.98 | | bulletin board | 34.31 | 47.06 | | shower | 0.0 | 0.0 | | radiator | 52.52 | 57.19 | | glass | 11.43 | 12.05 | | clock | 18.14 | 22.25 | | flag | 35.52 | 41.6 | +---------------------+-------+-------+ 2024-01-03 02:28:09,143 - mmseg - INFO - Summary: 2024-01-03 02:28:09,143 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 77.04 | 40.08 | 51.81 | +-------+-------+-------+ 2024-01-03 02:28:09,144 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:28:09,144 - mmseg - INFO - Iter(val) [250] aAcc: 0.7704, mIoU: 0.4008, mAcc: 0.5181, IoU.wall: 0.6623, IoU.building: 0.7650, IoU.sky: 0.8994, IoU.floor: 0.7337, IoU.tree: 0.6742, IoU.ceiling: 0.7291, IoU.road: 0.7551, IoU.bed : 0.8152, IoU.windowpane: 0.5280, IoU.grass: 0.6125, IoU.cabinet: 0.4947, IoU.sidewalk: 0.5172, IoU.person: 0.7430, IoU.earth: 0.3556, IoU.door: 0.2855, IoU.table: 0.4550, IoU.mountain: 0.5540, IoU.plant: 0.4398, IoU.curtain: 0.6403, IoU.chair: 0.4605, IoU.car: 0.7793, IoU.water: 0.5563, IoU.painting: 0.5714, IoU.sofa: 0.5789, IoU.shelf: 0.2933, IoU.house: 0.3799, IoU.sea: 0.5739, IoU.mirror: 0.3910, IoU.rug: 0.5065, IoU.field: 0.3034, IoU.armchair: 0.3596, IoU.seat: 0.5418, IoU.fence: 0.3531, IoU.desk: 0.3369, IoU.rock: 0.4670, IoU.wardrobe: 0.4441, IoU.lamp: 0.4685, IoU.bathtub: 0.5541, IoU.railing: 0.2967, IoU.cushion: 0.3715, IoU.base: 0.1334, IoU.box: 0.2057, IoU.column: 0.3259, IoU.signboard: 0.2725, IoU.chest of drawers: 0.3596, IoU.counter: 0.3353, IoU.sand: 0.4998, IoU.sink: 0.5815, IoU.skyscraper: 0.5002, IoU.fireplace: 0.5681, IoU.refrigerator: 0.5463, IoU.grandstand: 0.3938, IoU.path: 0.1624, IoU.stairs: 0.1646, IoU.runway: 0.5430, IoU.case: 0.3857, IoU.pool table: 0.8450, IoU.pillow: 0.4877, IoU.screen door: 0.3670, IoU.stairway: 0.2716, IoU.river: 0.0918, IoU.bridge: 0.4326, IoU.bookcase: 0.3363, IoU.blind: 0.3407, IoU.coffee table: 0.4724, IoU.toilet: 0.7011, IoU.flower: 0.3014, IoU.book: 0.4050, IoU.hill: 0.0726, IoU.bench: 0.3881, IoU.countertop: 0.4418, IoU.stove: 0.5494, IoU.palm: 0.3835, IoU.kitchen island: 0.2934, IoU.computer: 0.6377, IoU.swivel chair: 0.3372, IoU.boat: 0.4100, IoU.bar: 0.4508, IoU.arcade machine: 0.4784, IoU.hovel: 0.3641, IoU.bus: 0.8213, IoU.towel: 0.5284, IoU.light: 0.3587, IoU.truck: 0.2544, IoU.tower: 0.1996, IoU.chandelier: 0.5365, IoU.awning: 0.1583, IoU.streetlight: 0.1688, IoU.booth: 0.3310, IoU.television receiver: 0.5576, IoU.airplane: 0.4644, IoU.dirt track: 0.0400, IoU.apparel: 0.3517, IoU.pole: 0.1081, IoU.land: 0.0858, IoU.bannister: 0.0426, IoU.escalator: 0.4855, IoU.ottoman: 0.2721, IoU.bottle: 0.2227, IoU.buffet: 0.3817, IoU.poster: 0.0809, IoU.stage: 0.1631, IoU.van: 0.2645, IoU.ship: 0.0870, IoU.fountain: 0.2115, IoU.conveyer belt: 0.6760, IoU.canopy: 0.1939, IoU.washer: 0.7552, IoU.plaything: 0.1590, IoU.swimming pool: 0.5532, IoU.stool: 0.2243, IoU.barrel: 0.3201, IoU.basket: 0.2912, IoU.waterfall: 0.4752, IoU.tent: 0.7853, IoU.bag: 0.0806, IoU.minibike: 0.6509, IoU.cradle: 0.6259, IoU.oven: 0.1505, IoU.ball: 0.5002, IoU.food: 0.4948, IoU.step: 0.0060, IoU.tank: 0.4409, IoU.trade name: 0.1175, IoU.microwave: 0.7442, IoU.pot: 0.2384, IoU.animal: 0.5813, IoU.bicycle: 0.5045, IoU.lake: 0.3286, IoU.dishwasher: 0.3287, IoU.screen: 0.6150, IoU.blanket: 0.1268, IoU.sculpture: 0.4242, IoU.hood: 0.3408, IoU.sconce: 0.2084, IoU.vase: 0.2315, IoU.traffic light: 0.2269, IoU.tray: 0.0899, IoU.ashcan: 0.3331, IoU.fan: 0.3372, IoU.pier: 0.2614, IoU.crt screen: 0.0454, IoU.plate: 0.5132, IoU.monitor: 0.3605, IoU.bulletin board: 0.3431, IoU.shower: 0.0000, IoU.radiator: 0.5252, IoU.glass: 0.1143, IoU.clock: 0.1814, IoU.flag: 0.3552, Acc.wall: 0.8293, Acc.building: 0.9117, Acc.sky: 0.9393, Acc.floor: 0.8366, Acc.tree: 0.8718, Acc.ceiling: 0.8382, Acc.road: 0.8700, Acc.bed : 0.9240, Acc.windowpane: 0.6694, Acc.grass: 0.7598, Acc.cabinet: 0.5976, Acc.sidewalk: 0.7008, Acc.person: 0.8835, Acc.earth: 0.5041, Acc.door: 0.3950, Acc.table: 0.6232, Acc.mountain: 0.6645, Acc.plant: 0.5173, Acc.curtain: 0.7524, Acc.chair: 0.6523, Acc.car: 0.8867, Acc.water: 0.7477, Acc.painting: 0.7384, Acc.sofa: 0.7478, Acc.shelf: 0.4006, Acc.house: 0.4838, Acc.sea: 0.7630, Acc.mirror: 0.4635, Acc.rug: 0.6251, Acc.field: 0.5636, Acc.armchair: 0.5652, Acc.seat: 0.7613, Acc.fence: 0.5114, Acc.desk: 0.5059, Acc.rock: 0.6830, Acc.wardrobe: 0.5964, Acc.lamp: 0.5991, Acc.bathtub: 0.7388, Acc.railing: 0.3951, Acc.cushion: 0.4542, Acc.base: 0.2006, Acc.box: 0.2808, Acc.column: 0.3892, Acc.signboard: 0.3713, Acc.chest of drawers: 0.5961, Acc.counter: 0.4890, Acc.sand: 0.6880, Acc.sink: 0.6578, Acc.skyscraper: 0.6031, Acc.fireplace: 0.7870, Acc.refrigerator: 0.6758, Acc.grandstand: 0.7233, Acc.path: 0.2148, Acc.stairs: 0.2026, Acc.runway: 0.6901, Acc.case: 0.5695, Acc.pool table: 0.9630, Acc.pillow: 0.7311, Acc.screen door: 0.5384, Acc.stairway: 0.3843, Acc.river: 0.1536, Acc.bridge: 0.5367, Acc.bookcase: 0.6008, Acc.blind: 0.4189, Acc.coffee table: 0.7816, Acc.toilet: 0.8568, Acc.flower: 0.4701, Acc.book: 0.5558, Acc.hill: 0.1147, Acc.bench: 0.4382, Acc.countertop: 0.5964, Acc.stove: 0.7470, Acc.palm: 0.4507, Acc.kitchen island: 0.6450, Acc.computer: 0.8319, Acc.swivel chair: 0.5322, Acc.boat: 0.4412, Acc.bar: 0.5314, Acc.arcade machine: 0.5481, Acc.hovel: 0.3943, Acc.bus: 0.8793, Acc.towel: 0.6160, Acc.light: 0.4383, Acc.truck: 0.3527, Acc.tower: 0.3319, Acc.chandelier: 0.6276, Acc.awning: 0.1838, Acc.streetlight: 0.2172, Acc.booth: 0.4332, Acc.television receiver: 0.6952, Acc.airplane: 0.5621, Acc.dirt track: 0.1425, Acc.apparel: 0.5374, Acc.pole: 0.1287, Acc.land: 0.1887, Acc.bannister: 0.0514, Acc.escalator: 0.6382, Acc.ottoman: 0.3801, Acc.bottle: 0.2701, Acc.buffet: 0.5072, Acc.poster: 0.1002, Acc.stage: 0.2974, Acc.van: 0.3938, Acc.ship: 0.1180, Acc.fountain: 0.2278, Acc.conveyer belt: 0.9000, Acc.canopy: 0.2568, Acc.washer: 0.8134, Acc.plaything: 0.2442, Acc.swimming pool: 0.8077, Acc.stool: 0.2515, Acc.barrel: 0.4980, Acc.basket: 0.4229, Acc.waterfall: 0.5453, Acc.tent: 0.9953, Acc.bag: 0.0878, Acc.minibike: 0.7809, Acc.cradle: 0.8724, Acc.oven: 0.1809, Acc.ball: 0.6838, Acc.food: 0.5626, Acc.step: 0.0063, Acc.tank: 0.5071, Acc.trade name: 0.1240, Acc.microwave: 0.8769, Acc.pot: 0.2661, Acc.animal: 0.6408, Acc.bicycle: 0.6257, Acc.lake: 0.3979, Acc.dishwasher: 0.3945, Acc.screen: 0.8027, Acc.blanket: 0.1567, Acc.sculpture: 0.4883, Acc.hood: 0.3771, Acc.sconce: 0.2471, Acc.vase: 0.3649, Acc.traffic light: 0.4284, Acc.tray: 0.1106, Acc.ashcan: 0.4369, Acc.fan: 0.3820, Acc.pier: 0.4167, Acc.crt screen: 0.0829, Acc.plate: 0.6948, Acc.monitor: 0.4898, Acc.bulletin board: 0.4706, Acc.shower: 0.0000, Acc.radiator: 0.5719, Acc.glass: 0.1205, Acc.clock: 0.2225, Acc.flag: 0.4160 2024-01-03 02:28:14,215 - mmseg - INFO - Iter [20050/40000] lr: 4.988e-04, eta: 0:35:07, time: 0.385, data_time: 0.287, memory: 3301, decode.loss_ce: 0.7049, decode.acc_seg: 74.6744, loss: 0.7049 2024-01-03 02:28:19,283 - mmseg - INFO - Iter [20100/40000] lr: 4.975e-04, eta: 0:35:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6436, decode.acc_seg: 76.9686, loss: 0.6436 2024-01-03 02:28:24,337 - mmseg - INFO - Iter [20150/40000] lr: 4.963e-04, eta: 0:34:56, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6361, decode.acc_seg: 77.1228, loss: 0.6361 2024-01-03 02:28:29,399 - mmseg - INFO - Iter [20200/40000] lr: 4.950e-04, eta: 0:34:50, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6777, decode.acc_seg: 75.0442, loss: 0.6777 2024-01-03 02:28:36,696 - mmseg - INFO - Iter [20250/40000] lr: 4.938e-04, eta: 0:34:47, time: 0.146, data_time: 0.047, memory: 3301, decode.loss_ce: 0.6354, decode.acc_seg: 76.7086, loss: 0.6354 2024-01-03 02:28:41,758 - mmseg - INFO - Iter [20300/40000] lr: 4.925e-04, eta: 0:34:41, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6766, decode.acc_seg: 75.4717, loss: 0.6766 2024-01-03 02:28:46,824 - mmseg - INFO - Iter [20350/40000] lr: 4.913e-04, eta: 0:34:36, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6879, decode.acc_seg: 75.0205, loss: 0.6879 2024-01-03 02:28:51,881 - mmseg - INFO - Iter [20400/40000] lr: 4.900e-04, eta: 0:34:30, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6825, decode.acc_seg: 74.9801, loss: 0.6825 2024-01-03 02:28:56,955 - mmseg - INFO - Iter [20450/40000] lr: 4.888e-04, eta: 0:34:25, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6569, decode.acc_seg: 76.3591, loss: 0.6569 2024-01-03 02:29:02,017 - mmseg - INFO - Iter [20500/40000] lr: 4.875e-04, eta: 0:34:19, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6742, decode.acc_seg: 75.8389, loss: 0.6742 2024-01-03 02:29:07,078 - mmseg - INFO - Iter [20550/40000] lr: 4.863e-04, eta: 0:34:14, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6308, decode.acc_seg: 77.1414, loss: 0.6308 2024-01-03 02:29:12,137 - mmseg - INFO - Iter [20600/40000] lr: 4.850e-04, eta: 0:34:08, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6532, decode.acc_seg: 76.7842, loss: 0.6532 2024-01-03 02:29:17,210 - mmseg - INFO - Iter [20650/40000] lr: 4.838e-04, eta: 0:34:03, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6998, decode.acc_seg: 74.4330, loss: 0.6998 2024-01-03 02:29:22,268 - mmseg - INFO - Iter [20700/40000] lr: 4.825e-04, eta: 0:33:57, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6836, decode.acc_seg: 74.9090, loss: 0.6836 2024-01-03 02:29:27,331 - mmseg - INFO - Iter [20750/40000] lr: 4.813e-04, eta: 0:33:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6815, decode.acc_seg: 75.1845, loss: 0.6815 2024-01-03 02:29:32,394 - mmseg - INFO - Iter [20800/40000] lr: 4.800e-04, eta: 0:33:46, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6717, decode.acc_seg: 76.2088, loss: 0.6717 2024-01-03 02:29:37,456 - mmseg - INFO - Iter [20850/40000] lr: 4.788e-04, eta: 0:33:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6570, decode.acc_seg: 75.8052, loss: 0.6570 2024-01-03 02:29:42,519 - mmseg - INFO - Iter [20900/40000] lr: 4.775e-04, eta: 0:33:35, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6619, decode.acc_seg: 75.8534, loss: 0.6619 2024-01-03 02:29:47,581 - mmseg - INFO - Iter [20950/40000] lr: 4.763e-04, eta: 0:33:30, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6445, decode.acc_seg: 76.3986, loss: 0.6445 2024-01-03 02:29:52,647 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:29:52,647 - mmseg - INFO - Iter [21000/40000] lr: 4.750e-04, eta: 0:33:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6420, decode.acc_seg: 76.2757, loss: 0.6420 2024-01-03 02:29:57,704 - mmseg - INFO - Iter [21050/40000] lr: 4.738e-04, eta: 0:33:19, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6512, decode.acc_seg: 76.9140, loss: 0.6512 2024-01-03 02:30:02,764 - mmseg - INFO - Iter [21100/40000] lr: 4.725e-04, eta: 0:33:14, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6295, decode.acc_seg: 76.7019, loss: 0.6295 2024-01-03 02:30:07,828 - mmseg - INFO - Iter [21150/40000] lr: 4.713e-04, eta: 0:33:08, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6225, decode.acc_seg: 77.0876, loss: 0.6225 2024-01-03 02:30:12,895 - mmseg - INFO - Iter [21200/40000] lr: 4.700e-04, eta: 0:33:03, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6748, decode.acc_seg: 75.8705, loss: 0.6748 2024-01-03 02:30:17,958 - mmseg - INFO - Iter [21250/40000] lr: 4.688e-04, eta: 0:32:57, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6606, decode.acc_seg: 75.7545, loss: 0.6606 2024-01-03 02:30:23,019 - mmseg - INFO - Iter [21300/40000] lr: 4.675e-04, eta: 0:32:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6399, decode.acc_seg: 76.4215, loss: 0.6399 2024-01-03 02:30:28,083 - mmseg - INFO - Iter [21350/40000] lr: 4.663e-04, eta: 0:32:46, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6554, decode.acc_seg: 76.2425, loss: 0.6554 2024-01-03 02:30:33,143 - mmseg - INFO - Iter [21400/40000] lr: 4.650e-04, eta: 0:32:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6863, decode.acc_seg: 74.9190, loss: 0.6863 2024-01-03 02:30:38,201 - mmseg - INFO - Iter [21450/40000] lr: 4.638e-04, eta: 0:32:35, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6839, decode.acc_seg: 75.1694, loss: 0.6839 2024-01-03 02:30:45,447 - mmseg - INFO - Iter [21500/40000] lr: 4.625e-04, eta: 0:32:32, time: 0.145, data_time: 0.047, memory: 3301, decode.loss_ce: 0.6490, decode.acc_seg: 76.2529, loss: 0.6490 2024-01-03 02:30:50,518 - mmseg - INFO - Iter [21550/40000] lr: 4.613e-04, eta: 0:32:26, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6543, decode.acc_seg: 75.1820, loss: 0.6543 2024-01-03 02:30:55,584 - mmseg - INFO - Iter [21600/40000] lr: 4.600e-04, eta: 0:32:21, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6367, decode.acc_seg: 75.9652, loss: 0.6367 2024-01-03 02:31:00,648 - mmseg - INFO - Iter [21650/40000] lr: 4.588e-04, eta: 0:32:15, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6432, decode.acc_seg: 76.2604, loss: 0.6432 2024-01-03 02:31:05,706 - mmseg - INFO - Iter [21700/40000] lr: 4.575e-04, eta: 0:32:10, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6441, decode.acc_seg: 76.4576, loss: 0.6441 2024-01-03 02:31:10,765 - mmseg - INFO - Iter [21750/40000] lr: 4.563e-04, eta: 0:32:05, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6536, decode.acc_seg: 75.3085, loss: 0.6536 2024-01-03 02:31:15,828 - mmseg - INFO - Iter [21800/40000] lr: 4.550e-04, eta: 0:31:59, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6711, decode.acc_seg: 75.8833, loss: 0.6711 2024-01-03 02:31:20,888 - mmseg - INFO - Iter [21850/40000] lr: 4.538e-04, eta: 0:31:54, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6659, decode.acc_seg: 75.0365, loss: 0.6659 2024-01-03 02:31:25,985 - mmseg - INFO - Iter [21900/40000] lr: 4.525e-04, eta: 0:31:48, time: 0.102, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6467, decode.acc_seg: 75.7562, loss: 0.6467 2024-01-03 02:31:31,047 - mmseg - INFO - Iter [21950/40000] lr: 4.513e-04, eta: 0:31:43, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6136, decode.acc_seg: 77.1737, loss: 0.6136 2024-01-03 02:31:36,118 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:31:36,118 - mmseg - INFO - Iter [22000/40000] lr: 4.500e-04, eta: 0:31:37, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6733, decode.acc_seg: 75.6918, loss: 0.6733 2024-01-03 02:31:41,181 - mmseg - INFO - Iter [22050/40000] lr: 4.488e-04, eta: 0:31:32, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6881, decode.acc_seg: 75.6842, loss: 0.6881 2024-01-03 02:31:46,250 - mmseg - INFO - Iter [22100/40000] lr: 4.475e-04, eta: 0:31:26, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6855, decode.acc_seg: 75.3118, loss: 0.6855 2024-01-03 02:31:51,312 - mmseg - INFO - Iter [22150/40000] lr: 4.463e-04, eta: 0:31:21, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6487, decode.acc_seg: 76.4014, loss: 0.6487 2024-01-03 02:31:56,378 - mmseg - INFO - Iter [22200/40000] lr: 4.450e-04, eta: 0:31:16, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6437, decode.acc_seg: 76.3143, loss: 0.6437 2024-01-03 02:32:01,437 - mmseg - INFO - Iter [22250/40000] lr: 4.438e-04, eta: 0:31:10, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6538, decode.acc_seg: 75.8711, loss: 0.6538 2024-01-03 02:32:06,499 - mmseg - INFO - Iter [22300/40000] lr: 4.425e-04, eta: 0:31:05, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6350, decode.acc_seg: 76.9537, loss: 0.6350 2024-01-03 02:32:11,560 - mmseg - INFO - Iter [22350/40000] lr: 4.413e-04, eta: 0:30:59, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6479, decode.acc_seg: 76.9443, loss: 0.6479 2024-01-03 02:32:16,652 - mmseg - INFO - Iter [22400/40000] lr: 4.400e-04, eta: 0:30:54, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6960, decode.acc_seg: 74.6366, loss: 0.6960 2024-01-03 02:32:21,713 - mmseg - INFO - Iter [22450/40000] lr: 4.388e-04, eta: 0:30:48, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6463, decode.acc_seg: 76.8653, loss: 0.6463 2024-01-03 02:32:26,769 - mmseg - INFO - Iter [22500/40000] lr: 4.375e-04, eta: 0:30:43, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6663, decode.acc_seg: 75.6439, loss: 0.6663 2024-01-03 02:32:31,828 - mmseg - INFO - Iter [22550/40000] lr: 4.363e-04, eta: 0:30:38, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6489, decode.acc_seg: 76.0414, loss: 0.6489 2024-01-03 02:32:36,885 - mmseg - INFO - Iter [22600/40000] lr: 4.350e-04, eta: 0:30:32, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6610, decode.acc_seg: 75.6267, loss: 0.6610 2024-01-03 02:32:41,947 - mmseg - INFO - Iter [22650/40000] lr: 4.338e-04, eta: 0:30:27, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6482, decode.acc_seg: 76.5894, loss: 0.6482 2024-01-03 02:32:47,004 - mmseg - INFO - Iter [22700/40000] lr: 4.325e-04, eta: 0:30:21, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.7149, decode.acc_seg: 74.6064, loss: 0.7149 2024-01-03 02:32:54,273 - mmseg - INFO - Iter [22750/40000] lr: 4.313e-04, eta: 0:30:18, time: 0.145, data_time: 0.047, memory: 3301, decode.loss_ce: 0.6952, decode.acc_seg: 75.0419, loss: 0.6952 2024-01-03 02:32:59,337 - mmseg - INFO - Iter [22800/40000] lr: 4.300e-04, eta: 0:30:12, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6396, decode.acc_seg: 76.5590, loss: 0.6396 2024-01-03 02:33:04,408 - mmseg - INFO - Iter [22850/40000] lr: 4.288e-04, eta: 0:30:07, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6280, decode.acc_seg: 76.8338, loss: 0.6280 2024-01-03 02:33:09,478 - mmseg - INFO - Iter [22900/40000] lr: 4.275e-04, eta: 0:30:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6475, decode.acc_seg: 76.7829, loss: 0.6475 2024-01-03 02:33:14,548 - mmseg - INFO - Iter [22950/40000] lr: 4.263e-04, eta: 0:29:56, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6437, decode.acc_seg: 76.6177, loss: 0.6437 2024-01-03 02:33:19,613 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:33:19,613 - mmseg - INFO - Iter [23000/40000] lr: 4.250e-04, eta: 0:29:50, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6341, decode.acc_seg: 76.8580, loss: 0.6341 2024-01-03 02:33:24,675 - mmseg - INFO - Iter [23050/40000] lr: 4.238e-04, eta: 0:29:45, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6500, decode.acc_seg: 76.4488, loss: 0.6500 2024-01-03 02:33:29,770 - mmseg - INFO - Iter [23100/40000] lr: 4.225e-04, eta: 0:29:40, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6583, decode.acc_seg: 75.9806, loss: 0.6583 2024-01-03 02:33:34,838 - mmseg - INFO - Iter [23150/40000] lr: 4.213e-04, eta: 0:29:34, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6348, decode.acc_seg: 76.3571, loss: 0.6348 2024-01-03 02:33:39,902 - mmseg - INFO - Iter [23200/40000] lr: 4.200e-04, eta: 0:29:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6572, decode.acc_seg: 75.6685, loss: 0.6572 2024-01-03 02:33:44,970 - mmseg - INFO - Iter [23250/40000] lr: 4.188e-04, eta: 0:29:23, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6758, decode.acc_seg: 75.8295, loss: 0.6758 2024-01-03 02:33:50,035 - mmseg - INFO - Iter [23300/40000] lr: 4.175e-04, eta: 0:29:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6503, decode.acc_seg: 75.8936, loss: 0.6503 2024-01-03 02:33:55,097 - mmseg - INFO - Iter [23350/40000] lr: 4.163e-04, eta: 0:29:13, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6665, decode.acc_seg: 75.4948, loss: 0.6665 2024-01-03 02:34:00,164 - mmseg - INFO - Iter [23400/40000] lr: 4.150e-04, eta: 0:29:07, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6449, decode.acc_seg: 76.1034, loss: 0.6449 2024-01-03 02:34:05,230 - mmseg - INFO - Iter [23450/40000] lr: 4.138e-04, eta: 0:29:02, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6531, decode.acc_seg: 75.8992, loss: 0.6531 2024-01-03 02:34:10,291 - mmseg - INFO - Iter [23500/40000] lr: 4.125e-04, eta: 0:28:56, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6669, decode.acc_seg: 76.3821, loss: 0.6669 2024-01-03 02:34:15,345 - mmseg - INFO - Iter [23550/40000] lr: 4.113e-04, eta: 0:28:51, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6504, decode.acc_seg: 76.4342, loss: 0.6504 2024-01-03 02:34:20,403 - mmseg - INFO - Iter [23600/40000] lr: 4.100e-04, eta: 0:28:46, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6871, decode.acc_seg: 74.7597, loss: 0.6871 2024-01-03 02:34:25,465 - mmseg - INFO - Iter [23650/40000] lr: 4.088e-04, eta: 0:28:40, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6676, decode.acc_seg: 74.9518, loss: 0.6676 2024-01-03 02:34:30,523 - mmseg - INFO - Iter [23700/40000] lr: 4.075e-04, eta: 0:28:35, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6772, decode.acc_seg: 75.5224, loss: 0.6772 2024-01-03 02:34:35,579 - mmseg - INFO - Iter [23750/40000] lr: 4.063e-04, eta: 0:28:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6315, decode.acc_seg: 76.5429, loss: 0.6315 2024-01-03 02:34:40,685 - mmseg - INFO - Iter [23800/40000] lr: 4.050e-04, eta: 0:28:24, time: 0.102, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6623, decode.acc_seg: 75.7142, loss: 0.6623 2024-01-03 02:34:45,742 - mmseg - INFO - Iter [23850/40000] lr: 4.038e-04, eta: 0:28:19, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6687, decode.acc_seg: 76.0446, loss: 0.6687 2024-01-03 02:34:50,801 - mmseg - INFO - Iter [23900/40000] lr: 4.025e-04, eta: 0:28:13, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6556, decode.acc_seg: 76.0815, loss: 0.6556 2024-01-03 02:34:55,860 - mmseg - INFO - Iter [23950/40000] lr: 4.013e-04, eta: 0:28:08, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6840, decode.acc_seg: 74.8621, loss: 0.6840 2024-01-03 02:35:03,175 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:35:03,175 - mmseg - INFO - Iter [24000/40000] lr: 4.000e-04, eta: 0:28:04, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.6478, decode.acc_seg: 76.5556, loss: 0.6478 2024-01-03 02:35:08,238 - mmseg - INFO - Iter [24050/40000] lr: 3.988e-04, eta: 0:27:59, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6418, decode.acc_seg: 75.9260, loss: 0.6418 2024-01-03 02:35:13,355 - mmseg - INFO - Iter [24100/40000] lr: 3.975e-04, eta: 0:27:53, time: 0.102, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6442, decode.acc_seg: 76.4117, loss: 0.6442 2024-01-03 02:35:18,413 - mmseg - INFO - Iter [24150/40000] lr: 3.963e-04, eta: 0:27:48, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6671, decode.acc_seg: 75.9170, loss: 0.6671 2024-01-03 02:35:23,472 - mmseg - INFO - Iter [24200/40000] lr: 3.950e-04, eta: 0:27:42, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6360, decode.acc_seg: 76.6165, loss: 0.6360 2024-01-03 02:35:28,525 - mmseg - INFO - Iter [24250/40000] lr: 3.938e-04, eta: 0:27:37, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6676, decode.acc_seg: 76.5110, loss: 0.6676 2024-01-03 02:35:33,601 - mmseg - INFO - Iter [24300/40000] lr: 3.925e-04, eta: 0:27:32, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6643, decode.acc_seg: 75.7843, loss: 0.6643 2024-01-03 02:35:38,651 - mmseg - INFO - Iter [24350/40000] lr: 3.913e-04, eta: 0:27:26, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6341, decode.acc_seg: 76.0412, loss: 0.6341 2024-01-03 02:35:43,703 - mmseg - INFO - Iter [24400/40000] lr: 3.900e-04, eta: 0:27:21, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6746, decode.acc_seg: 75.8097, loss: 0.6746 2024-01-03 02:35:48,755 - mmseg - INFO - Iter [24450/40000] lr: 3.888e-04, eta: 0:27:15, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6602, decode.acc_seg: 76.0207, loss: 0.6602 2024-01-03 02:35:53,813 - mmseg - INFO - Iter [24500/40000] lr: 3.875e-04, eta: 0:27:10, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6559, decode.acc_seg: 75.7646, loss: 0.6559 2024-01-03 02:35:58,870 - mmseg - INFO - Iter [24550/40000] lr: 3.863e-04, eta: 0:27:05, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6661, decode.acc_seg: 75.8143, loss: 0.6661 2024-01-03 02:36:03,920 - mmseg - INFO - Iter [24600/40000] lr: 3.850e-04, eta: 0:26:59, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6360, decode.acc_seg: 76.2435, loss: 0.6360 2024-01-03 02:36:08,979 - mmseg - INFO - Iter [24650/40000] lr: 3.838e-04, eta: 0:26:54, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6153, decode.acc_seg: 77.7174, loss: 0.6153 2024-01-03 02:36:14,063 - mmseg - INFO - Iter [24700/40000] lr: 3.825e-04, eta: 0:26:48, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6792, decode.acc_seg: 75.4834, loss: 0.6792 2024-01-03 02:36:19,118 - mmseg - INFO - Iter [24750/40000] lr: 3.813e-04, eta: 0:26:43, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6594, decode.acc_seg: 76.6437, loss: 0.6594 2024-01-03 02:36:24,173 - mmseg - INFO - Iter [24800/40000] lr: 3.800e-04, eta: 0:26:38, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6741, decode.acc_seg: 75.8527, loss: 0.6741 2024-01-03 02:36:29,231 - mmseg - INFO - Iter [24850/40000] lr: 3.788e-04, eta: 0:26:32, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6596, decode.acc_seg: 75.9785, loss: 0.6596 2024-01-03 02:36:34,292 - mmseg - INFO - Iter [24900/40000] lr: 3.775e-04, eta: 0:26:27, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6512, decode.acc_seg: 75.6560, loss: 0.6512 2024-01-03 02:36:39,351 - mmseg - INFO - Iter [24950/40000] lr: 3.763e-04, eta: 0:26:22, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6312, decode.acc_seg: 76.5702, loss: 0.6312 2024-01-03 02:36:44,406 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:36:44,406 - mmseg - INFO - Iter [25000/40000] lr: 3.750e-04, eta: 0:26:16, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6664, decode.acc_seg: 75.4747, loss: 0.6664 2024-01-03 02:36:49,457 - mmseg - INFO - Iter [25050/40000] lr: 3.738e-04, eta: 0:26:11, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6512, decode.acc_seg: 76.1475, loss: 0.6512 2024-01-03 02:36:54,513 - mmseg - INFO - Iter [25100/40000] lr: 3.725e-04, eta: 0:26:05, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6467, decode.acc_seg: 76.1044, loss: 0.6467 2024-01-03 02:36:59,563 - mmseg - INFO - Iter [25150/40000] lr: 3.713e-04, eta: 0:26:00, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6778, decode.acc_seg: 75.9362, loss: 0.6778 2024-01-03 02:37:04,675 - mmseg - INFO - Iter [25200/40000] lr: 3.700e-04, eta: 0:25:55, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6518, decode.acc_seg: 75.7400, loss: 0.6518 2024-01-03 02:37:09,726 - mmseg - INFO - Iter [25250/40000] lr: 3.688e-04, eta: 0:25:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6526, decode.acc_seg: 76.0010, loss: 0.6526 2024-01-03 02:37:16,983 - mmseg - INFO - Iter [25300/40000] lr: 3.675e-04, eta: 0:25:45, time: 0.145, data_time: 0.048, memory: 3301, decode.loss_ce: 0.6691, decode.acc_seg: 75.8453, loss: 0.6691 2024-01-03 02:37:22,033 - mmseg - INFO - Iter [25350/40000] lr: 3.663e-04, eta: 0:25:40, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6350, decode.acc_seg: 76.7278, loss: 0.6350 2024-01-03 02:37:27,077 - mmseg - INFO - Iter [25400/40000] lr: 3.650e-04, eta: 0:25:35, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6745, decode.acc_seg: 75.6066, loss: 0.6745 2024-01-03 02:37:32,123 - mmseg - INFO - Iter [25450/40000] lr: 3.638e-04, eta: 0:25:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6446, decode.acc_seg: 76.8268, loss: 0.6446 2024-01-03 02:37:37,165 - mmseg - INFO - Iter [25500/40000] lr: 3.625e-04, eta: 0:25:24, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6615, decode.acc_seg: 76.1662, loss: 0.6615 2024-01-03 02:37:42,207 - mmseg - INFO - Iter [25550/40000] lr: 3.613e-04, eta: 0:25:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6599, decode.acc_seg: 75.9531, loss: 0.6599 2024-01-03 02:37:47,251 - mmseg - INFO - Iter [25600/40000] lr: 3.600e-04, eta: 0:25:13, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6391, decode.acc_seg: 76.9142, loss: 0.6391 2024-01-03 02:37:52,300 - mmseg - INFO - Iter [25650/40000] lr: 3.588e-04, eta: 0:25:08, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6654, decode.acc_seg: 75.4783, loss: 0.6654 2024-01-03 02:37:57,346 - mmseg - INFO - Iter [25700/40000] lr: 3.575e-04, eta: 0:25:02, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6421, decode.acc_seg: 75.7746, loss: 0.6421 2024-01-03 02:38:02,392 - mmseg - INFO - Iter [25750/40000] lr: 3.563e-04, eta: 0:24:57, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6543, decode.acc_seg: 76.2351, loss: 0.6543 2024-01-03 02:38:07,443 - mmseg - INFO - Iter [25800/40000] lr: 3.550e-04, eta: 0:24:52, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6440, decode.acc_seg: 75.9944, loss: 0.6440 2024-01-03 02:38:12,488 - mmseg - INFO - Iter [25850/40000] lr: 3.538e-04, eta: 0:24:46, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6478, decode.acc_seg: 76.2979, loss: 0.6478 2024-01-03 02:38:17,537 - mmseg - INFO - Iter [25900/40000] lr: 3.525e-04, eta: 0:24:41, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6545, decode.acc_seg: 76.0265, loss: 0.6545 2024-01-03 02:38:22,586 - mmseg - INFO - Iter [25950/40000] lr: 3.513e-04, eta: 0:24:35, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6629, decode.acc_seg: 76.6883, loss: 0.6629 2024-01-03 02:38:27,636 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:38:27,636 - mmseg - INFO - Iter [26000/40000] lr: 3.500e-04, eta: 0:24:30, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6250, decode.acc_seg: 76.7418, loss: 0.6250 2024-01-03 02:38:32,681 - mmseg - INFO - Iter [26050/40000] lr: 3.488e-04, eta: 0:24:25, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6521, decode.acc_seg: 76.0277, loss: 0.6521 2024-01-03 02:38:37,726 - mmseg - INFO - Iter [26100/40000] lr: 3.475e-04, eta: 0:24:19, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6593, decode.acc_seg: 76.4499, loss: 0.6593 2024-01-03 02:38:42,771 - mmseg - INFO - Iter [26150/40000] lr: 3.463e-04, eta: 0:24:14, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6505, decode.acc_seg: 76.4639, loss: 0.6505 2024-01-03 02:38:47,816 - mmseg - INFO - Iter [26200/40000] lr: 3.450e-04, eta: 0:24:09, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6681, decode.acc_seg: 75.6026, loss: 0.6681 2024-01-03 02:38:52,857 - mmseg - INFO - Iter [26250/40000] lr: 3.438e-04, eta: 0:24:03, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6597, decode.acc_seg: 75.8919, loss: 0.6597 2024-01-03 02:38:57,904 - mmseg - INFO - Iter [26300/40000] lr: 3.425e-04, eta: 0:23:58, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6557, decode.acc_seg: 76.3878, loss: 0.6557 2024-01-03 02:39:02,951 - mmseg - INFO - Iter [26350/40000] lr: 3.413e-04, eta: 0:23:53, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6587, decode.acc_seg: 75.8058, loss: 0.6587 2024-01-03 02:39:08,000 - mmseg - INFO - Iter [26400/40000] lr: 3.400e-04, eta: 0:23:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6504, decode.acc_seg: 76.1603, loss: 0.6504 2024-01-03 02:39:13,048 - mmseg - INFO - Iter [26450/40000] lr: 3.388e-04, eta: 0:23:42, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6633, decode.acc_seg: 75.2889, loss: 0.6633 2024-01-03 02:39:18,098 - mmseg - INFO - Iter [26500/40000] lr: 3.375e-04, eta: 0:23:37, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6641, decode.acc_seg: 75.3982, loss: 0.6641 2024-01-03 02:39:25,370 - mmseg - INFO - Iter [26550/40000] lr: 3.363e-04, eta: 0:23:32, time: 0.145, data_time: 0.046, memory: 3301, decode.loss_ce: 0.6528, decode.acc_seg: 75.7616, loss: 0.6528 2024-01-03 02:39:30,426 - mmseg - INFO - Iter [26600/40000] lr: 3.350e-04, eta: 0:23:27, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6560, decode.acc_seg: 76.1030, loss: 0.6560 2024-01-03 02:39:35,481 - mmseg - INFO - Iter [26650/40000] lr: 3.338e-04, eta: 0:23:22, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6610, decode.acc_seg: 75.9453, loss: 0.6610 2024-01-03 02:39:40,528 - mmseg - INFO - Iter [26700/40000] lr: 3.325e-04, eta: 0:23:16, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6716, decode.acc_seg: 75.5303, loss: 0.6716 2024-01-03 02:39:45,579 - mmseg - INFO - Iter [26750/40000] lr: 3.313e-04, eta: 0:23:11, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6579, decode.acc_seg: 75.7750, loss: 0.6579 2024-01-03 02:39:50,627 - mmseg - INFO - Iter [26800/40000] lr: 3.300e-04, eta: 0:23:06, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6470, decode.acc_seg: 75.5313, loss: 0.6470 2024-01-03 02:39:55,675 - mmseg - INFO - Iter [26850/40000] lr: 3.288e-04, eta: 0:23:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6362, decode.acc_seg: 76.7268, loss: 0.6362 2024-01-03 02:40:00,722 - mmseg - INFO - Iter [26900/40000] lr: 3.275e-04, eta: 0:22:55, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6286, decode.acc_seg: 76.9071, loss: 0.6286 2024-01-03 02:40:05,783 - mmseg - INFO - Iter [26950/40000] lr: 3.263e-04, eta: 0:22:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6134, decode.acc_seg: 77.5440, loss: 0.6134 2024-01-03 02:40:10,840 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:40:10,840 - mmseg - INFO - Iter [27000/40000] lr: 3.250e-04, eta: 0:22:44, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6609, decode.acc_seg: 75.7383, loss: 0.6609 2024-01-03 02:40:15,903 - mmseg - INFO - Iter [27050/40000] lr: 3.238e-04, eta: 0:22:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6446, decode.acc_seg: 75.9698, loss: 0.6446 2024-01-03 02:40:20,965 - mmseg - INFO - Iter [27100/40000] lr: 3.225e-04, eta: 0:22:33, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6300, decode.acc_seg: 76.7052, loss: 0.6300 2024-01-03 02:40:26,028 - mmseg - INFO - Iter [27150/40000] lr: 3.213e-04, eta: 0:22:28, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6410, decode.acc_seg: 76.2677, loss: 0.6410 2024-01-03 02:40:31,088 - mmseg - INFO - Iter [27200/40000] lr: 3.200e-04, eta: 0:22:23, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6565, decode.acc_seg: 75.8179, loss: 0.6565 2024-01-03 02:40:36,151 - mmseg - INFO - Iter [27250/40000] lr: 3.188e-04, eta: 0:22:17, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6471, decode.acc_seg: 75.8994, loss: 0.6471 2024-01-03 02:40:41,210 - mmseg - INFO - Iter [27300/40000] lr: 3.175e-04, eta: 0:22:12, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6359, decode.acc_seg: 77.0434, loss: 0.6359 2024-01-03 02:40:46,268 - mmseg - INFO - Iter [27350/40000] lr: 3.163e-04, eta: 0:22:07, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6638, decode.acc_seg: 76.1748, loss: 0.6638 2024-01-03 02:40:51,329 - mmseg - INFO - Iter [27400/40000] lr: 3.150e-04, eta: 0:22:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6289, decode.acc_seg: 76.7863, loss: 0.6289 2024-01-03 02:40:56,391 - mmseg - INFO - Iter [27450/40000] lr: 3.138e-04, eta: 0:21:56, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6515, decode.acc_seg: 75.9369, loss: 0.6515 2024-01-03 02:41:01,446 - mmseg - INFO - Iter [27500/40000] lr: 3.125e-04, eta: 0:21:51, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6114, decode.acc_seg: 77.6762, loss: 0.6114 2024-01-03 02:41:06,501 - mmseg - INFO - Iter [27550/40000] lr: 3.113e-04, eta: 0:21:45, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6424, decode.acc_seg: 76.2342, loss: 0.6424 2024-01-03 02:41:11,556 - mmseg - INFO - Iter [27600/40000] lr: 3.100e-04, eta: 0:21:40, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6758, decode.acc_seg: 75.3147, loss: 0.6758 2024-01-03 02:41:16,615 - mmseg - INFO - Iter [27650/40000] lr: 3.088e-04, eta: 0:21:35, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6501, decode.acc_seg: 76.4926, loss: 0.6501 2024-01-03 02:41:21,672 - mmseg - INFO - Iter [27700/40000] lr: 3.075e-04, eta: 0:21:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6487, decode.acc_seg: 76.4483, loss: 0.6487 2024-01-03 02:41:26,733 - mmseg - INFO - Iter [27750/40000] lr: 3.063e-04, eta: 0:21:24, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6552, decode.acc_seg: 75.0343, loss: 0.6552 2024-01-03 02:41:34,020 - mmseg - INFO - Iter [27800/40000] lr: 3.050e-04, eta: 0:21:20, time: 0.146, data_time: 0.047, memory: 3301, decode.loss_ce: 0.6350, decode.acc_seg: 76.3498, loss: 0.6350 2024-01-03 02:41:39,079 - mmseg - INFO - Iter [27850/40000] lr: 3.038e-04, eta: 0:21:14, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6577, decode.acc_seg: 75.8334, loss: 0.6577 2024-01-03 02:41:44,143 - mmseg - INFO - Iter [27900/40000] lr: 3.025e-04, eta: 0:21:09, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6382, decode.acc_seg: 77.1432, loss: 0.6382 2024-01-03 02:41:49,209 - mmseg - INFO - Iter [27950/40000] lr: 3.013e-04, eta: 0:21:04, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6412, decode.acc_seg: 76.8488, loss: 0.6412 2024-01-03 02:41:54,273 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:41:54,274 - mmseg - INFO - Iter [28000/40000] lr: 3.000e-04, eta: 0:20:59, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6382, decode.acc_seg: 76.8161, loss: 0.6382 2024-01-03 02:41:59,334 - mmseg - INFO - Iter [28050/40000] lr: 2.988e-04, eta: 0:20:53, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6669, decode.acc_seg: 75.9236, loss: 0.6669 2024-01-03 02:42:04,390 - mmseg - INFO - Iter [28100/40000] lr: 2.975e-04, eta: 0:20:48, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6391, decode.acc_seg: 76.4285, loss: 0.6391 2024-01-03 02:42:09,450 - mmseg - INFO - Iter [28150/40000] lr: 2.963e-04, eta: 0:20:43, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6677, decode.acc_seg: 75.8047, loss: 0.6677 2024-01-03 02:42:14,513 - mmseg - INFO - Iter [28200/40000] lr: 2.950e-04, eta: 0:20:37, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6246, decode.acc_seg: 76.9123, loss: 0.6246 2024-01-03 02:42:19,574 - mmseg - INFO - Iter [28250/40000] lr: 2.938e-04, eta: 0:20:32, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6629, decode.acc_seg: 76.6352, loss: 0.6629 2024-01-03 02:42:24,632 - mmseg - INFO - Iter [28300/40000] lr: 2.925e-04, eta: 0:20:27, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6938, decode.acc_seg: 75.0026, loss: 0.6938 2024-01-03 02:42:29,690 - mmseg - INFO - Iter [28350/40000] lr: 2.913e-04, eta: 0:20:21, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6372, decode.acc_seg: 76.8316, loss: 0.6372 2024-01-03 02:42:34,756 - mmseg - INFO - Iter [28400/40000] lr: 2.900e-04, eta: 0:20:16, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6550, decode.acc_seg: 76.1511, loss: 0.6550 2024-01-03 02:42:39,819 - mmseg - INFO - Iter [28450/40000] lr: 2.888e-04, eta: 0:20:11, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6726, decode.acc_seg: 75.1020, loss: 0.6726 2024-01-03 02:42:44,905 - mmseg - INFO - Iter [28500/40000] lr: 2.875e-04, eta: 0:20:05, time: 0.102, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6388, decode.acc_seg: 76.4984, loss: 0.6388 2024-01-03 02:42:49,967 - mmseg - INFO - Iter [28550/40000] lr: 2.863e-04, eta: 0:20:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6072, decode.acc_seg: 77.0916, loss: 0.6072 2024-01-03 02:42:55,030 - mmseg - INFO - Iter [28600/40000] lr: 2.850e-04, eta: 0:19:55, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6451, decode.acc_seg: 76.2453, loss: 0.6451 2024-01-03 02:43:00,093 - mmseg - INFO - Iter [28650/40000] lr: 2.838e-04, eta: 0:19:49, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6368, decode.acc_seg: 76.6323, loss: 0.6368 2024-01-03 02:43:05,159 - mmseg - INFO - Iter [28700/40000] lr: 2.825e-04, eta: 0:19:44, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6590, decode.acc_seg: 75.8057, loss: 0.6590 2024-01-03 02:43:10,224 - mmseg - INFO - Iter [28750/40000] lr: 2.813e-04, eta: 0:19:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6302, decode.acc_seg: 76.2623, loss: 0.6302 2024-01-03 02:43:15,288 - mmseg - INFO - Iter [28800/40000] lr: 2.800e-04, eta: 0:19:33, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6391, decode.acc_seg: 76.5841, loss: 0.6391 2024-01-03 02:43:20,356 - mmseg - INFO - Iter [28850/40000] lr: 2.788e-04, eta: 0:19:28, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6297, decode.acc_seg: 77.5506, loss: 0.6297 2024-01-03 02:43:25,418 - mmseg - INFO - Iter [28900/40000] lr: 2.775e-04, eta: 0:19:23, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6178, decode.acc_seg: 77.2178, loss: 0.6178 2024-01-03 02:43:30,479 - mmseg - INFO - Iter [28950/40000] lr: 2.763e-04, eta: 0:19:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6675, decode.acc_seg: 75.2287, loss: 0.6675 2024-01-03 02:43:35,538 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:43:35,538 - mmseg - INFO - Iter [29000/40000] lr: 2.750e-04, eta: 0:19:12, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6700, decode.acc_seg: 76.1579, loss: 0.6700 2024-01-03 02:43:42,845 - mmseg - INFO - Iter [29050/40000] lr: 2.738e-04, eta: 0:19:08, time: 0.146, data_time: 0.047, memory: 3301, decode.loss_ce: 0.6386, decode.acc_seg: 76.1569, loss: 0.6386 2024-01-03 02:43:47,912 - mmseg - INFO - Iter [29100/40000] lr: 2.725e-04, eta: 0:19:02, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6263, decode.acc_seg: 76.6873, loss: 0.6263 2024-01-03 02:43:52,976 - mmseg - INFO - Iter [29150/40000] lr: 2.713e-04, eta: 0:18:57, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6246, decode.acc_seg: 76.3242, loss: 0.6246 2024-01-03 02:43:58,046 - mmseg - INFO - Iter [29200/40000] lr: 2.700e-04, eta: 0:18:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6215, decode.acc_seg: 76.8602, loss: 0.6215 2024-01-03 02:44:03,120 - mmseg - INFO - Iter [29250/40000] lr: 2.688e-04, eta: 0:18:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6558, decode.acc_seg: 76.0168, loss: 0.6558 2024-01-03 02:44:08,179 - mmseg - INFO - Iter [29300/40000] lr: 2.675e-04, eta: 0:18:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6391, decode.acc_seg: 76.9890, loss: 0.6391 2024-01-03 02:44:13,251 - mmseg - INFO - Iter [29350/40000] lr: 2.663e-04, eta: 0:18:36, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6598, decode.acc_seg: 75.9553, loss: 0.6598 2024-01-03 02:44:18,319 - mmseg - INFO - Iter [29400/40000] lr: 2.650e-04, eta: 0:18:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6091, decode.acc_seg: 77.8260, loss: 0.6091 2024-01-03 02:44:23,383 - mmseg - INFO - Iter [29450/40000] lr: 2.638e-04, eta: 0:18:25, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6612, decode.acc_seg: 76.1783, loss: 0.6612 2024-01-03 02:44:28,451 - mmseg - INFO - Iter [29500/40000] lr: 2.625e-04, eta: 0:18:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6906, decode.acc_seg: 75.0629, loss: 0.6906 2024-01-03 02:44:33,558 - mmseg - INFO - Iter [29550/40000] lr: 2.613e-04, eta: 0:18:15, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6571, decode.acc_seg: 75.8006, loss: 0.6571 2024-01-03 02:44:38,622 - mmseg - INFO - Iter [29600/40000] lr: 2.600e-04, eta: 0:18:09, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6525, decode.acc_seg: 76.4890, loss: 0.6525 2024-01-03 02:44:43,694 - mmseg - INFO - Iter [29650/40000] lr: 2.588e-04, eta: 0:18:04, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6216, decode.acc_seg: 77.2276, loss: 0.6216 2024-01-03 02:44:48,760 - mmseg - INFO - Iter [29700/40000] lr: 2.575e-04, eta: 0:17:59, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6608, decode.acc_seg: 75.6355, loss: 0.6608 2024-01-03 02:44:53,825 - mmseg - INFO - Iter [29750/40000] lr: 2.563e-04, eta: 0:17:54, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6509, decode.acc_seg: 76.1450, loss: 0.6509 2024-01-03 02:44:58,895 - mmseg - INFO - Iter [29800/40000] lr: 2.550e-04, eta: 0:17:48, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6288, decode.acc_seg: 76.9596, loss: 0.6288 2024-01-03 02:45:03,959 - mmseg - INFO - Iter [29850/40000] lr: 2.538e-04, eta: 0:17:43, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6401, decode.acc_seg: 75.9764, loss: 0.6401 2024-01-03 02:45:09,023 - mmseg - INFO - Iter [29900/40000] lr: 2.525e-04, eta: 0:17:38, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6590, decode.acc_seg: 76.0829, loss: 0.6590 2024-01-03 02:45:14,090 - mmseg - INFO - Iter [29950/40000] lr: 2.513e-04, eta: 0:17:32, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6273, decode.acc_seg: 77.0933, loss: 0.6273 2024-01-03 02:45:19,108 - mmseg - INFO - Saving checkpoint at 30000 iterations 2024-01-03 02:45:19,168 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:45:19,168 - mmseg - INFO - Iter [30000/40000] lr: 2.500e-04, eta: 0:17:27, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6493, decode.acc_seg: 76.2616, loss: 0.6493 2024-01-03 02:45:33,538 - mmseg - INFO - per class results: 2024-01-03 02:45:33,543 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 66.5 | 81.48 | | building | 76.99 | 90.15 | | sky | 89.92 | 94.99 | | floor | 73.08 | 87.03 | | tree | 67.98 | 83.63 | | ceiling | 73.8 | 85.87 | | road | 76.92 | 84.75 | | bed | 80.8 | 93.76 | | windowpane | 53.21 | 73.9 | | grass | 62.13 | 78.7 | | cabinet | 50.21 | 64.56 | | sidewalk | 54.3 | 73.69 | | person | 74.46 | 87.89 | | earth | 34.22 | 47.09 | | door | 29.22 | 41.16 | | table | 46.28 | 63.8 | | mountain | 55.18 | 71.3 | | plant | 46.55 | 58.93 | | curtain | 65.42 | 76.14 | | chair | 47.17 | 65.84 | | car | 78.16 | 89.86 | | water | 57.18 | 75.48 | | painting | 56.82 | 74.64 | | sofa | 56.58 | 83.68 | | shelf | 32.76 | 50.19 | | house | 40.06 | 56.88 | | sea | 57.57 | 73.64 | | mirror | 40.2 | 49.11 | | rug | 35.23 | 37.98 | | field | 32.61 | 55.44 | | armchair | 29.42 | 39.6 | | seat | 55.92 | 72.4 | | fence | 34.49 | 45.55 | | desk | 33.52 | 55.23 | | rock | 42.87 | 67.42 | | wardrobe | 44.53 | 58.66 | | lamp | 47.51 | 64.5 | | bathtub | 57.9 | 71.33 | | railing | 28.78 | 39.7 | | cushion | 45.03 | 62.43 | | base | 9.82 | 13.24 | | box | 19.45 | 26.19 | | column | 34.56 | 42.17 | | signboard | 27.44 | 35.77 | | chest of drawers | 34.96 | 49.58 | | counter | 32.08 | 43.07 | | sand | 42.26 | 55.63 | | sink | 58.19 | 64.46 | | skyscraper | 50.77 | 66.78 | | fireplace | 60.3 | 75.99 | | refrigerator | 55.1 | 64.27 | | grandstand | 38.78 | 70.77 | | path | 18.99 | 28.72 | | stairs | 27.62 | 35.12 | | runway | 66.98 | 88.95 | | case | 42.12 | 56.77 | | pool table | 85.53 | 96.18 | | pillow | 45.21 | 51.34 | | screen door | 37.64 | 49.74 | | stairway | 31.72 | 40.51 | | river | 7.64 | 13.4 | | bridge | 43.29 | 50.41 | | bookcase | 35.0 | 59.11 | | blind | 25.52 | 26.95 | | coffee table | 50.4 | 70.62 | | toilet | 72.09 | 86.2 | | flower | 29.06 | 46.9 | | book | 40.44 | 54.64 | | hill | 12.66 | 20.32 | | bench | 39.34 | 44.57 | | countertop | 44.73 | 63.04 | | stove | 56.05 | 66.18 | | palm | 42.67 | 52.43 | | kitchen island | 29.85 | 56.81 | | computer | 63.64 | 80.56 | | swivel chair | 33.75 | 48.44 | | boat | 44.97 | 52.01 | | bar | 45.69 | 55.58 | | arcade machine | 45.69 | 51.4 | | hovel | 34.59 | 37.96 | | bus | 82.57 | 89.71 | | towel | 55.23 | 71.85 | | light | 32.91 | 38.77 | | truck | 27.95 | 41.13 | | tower | 20.0 | 33.84 | | chandelier | 56.4 | 69.07 | | awning | 20.65 | 23.8 | | streetlight | 16.15 | 20.47 | | booth | 32.53 | 40.38 | | television receiver | 57.99 | 69.21 | | airplane | 50.15 | 60.48 | | dirt track | 4.66 | 17.52 | | apparel | 30.93 | 47.96 | | pole | 9.95 | 11.62 | | land | 3.04 | 4.99 | | bannister | 6.68 | 8.61 | | escalator | 50.84 | 69.28 | | ottoman | 27.06 | 36.26 | | bottle | 25.85 | 35.03 | | buffet | 34.63 | 44.0 | | poster | 10.13 | 13.03 | | stage | 15.74 | 24.98 | | van | 27.76 | 37.07 | | ship | 9.03 | 12.87 | | fountain | 24.9 | 26.75 | | conveyer belt | 63.9 | 90.86 | | canopy | 31.87 | 47.04 | | washer | 75.33 | 84.65 | | plaything | 18.59 | 30.04 | | swimming pool | 53.49 | 68.51 | | stool | 21.63 | 25.79 | | barrel | 27.87 | 43.4 | | basket | 29.58 | 42.63 | | waterfall | 59.07 | 69.54 | | tent | 83.18 | 99.34 | | bag | 9.61 | 10.98 | | minibike | 65.88 | 81.14 | | cradle | 65.83 | 80.51 | | oven | 31.53 | 43.6 | | ball | 49.75 | 68.77 | | food | 47.6 | 54.71 | | step | 1.12 | 1.25 | | tank | 45.39 | 53.69 | | trade name | 20.54 | 23.45 | | microwave | 73.98 | 88.04 | | pot | 20.97 | 22.53 | | animal | 50.7 | 55.61 | | bicycle | 55.44 | 81.08 | | lake | 28.18 | 33.93 | | dishwasher | 35.38 | 39.95 | | screen | 58.18 | 75.69 | | blanket | 8.79 | 10.06 | | sculpture | 42.52 | 52.79 | | hood | 37.36 | 41.48 | | sconce | 19.38 | 22.39 | | vase | 22.94 | 33.57 | | traffic light | 22.93 | 38.9 | | tray | 8.74 | 11.35 | | ashcan | 32.28 | 40.52 | | fan | 44.98 | 55.55 | | pier | 36.07 | 51.35 | | crt screen | 5.13 | 13.7 | | plate | 50.85 | 62.05 | | monitor | 23.29 | 27.9 | | bulletin board | 37.37 | 45.15 | | shower | 0.82 | 0.97 | | radiator | 56.02 | 62.61 | | glass | 11.46 | 11.95 | | clock | 20.88 | 26.38 | | flag | 31.89 | 36.33 | +---------------------+-------+-------+ 2024-01-03 02:45:33,543 - mmseg - INFO - Summary: 2024-01-03 02:45:33,543 - mmseg - INFO - +-------+------+-------+ | aAcc | mIoU | mAcc | +-------+------+-------+ | 77.32 | 40.8 | 52.21 | +-------+------+-------+ 2024-01-03 02:45:33,544 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:45:33,544 - mmseg - INFO - Iter(val) [250] aAcc: 0.7732, mIoU: 0.4080, mAcc: 0.5221, IoU.wall: 0.6650, IoU.building: 0.7699, IoU.sky: 0.8992, IoU.floor: 0.7308, IoU.tree: 0.6798, IoU.ceiling: 0.7380, IoU.road: 0.7692, IoU.bed : 0.8080, IoU.windowpane: 0.5321, IoU.grass: 0.6213, IoU.cabinet: 0.5021, IoU.sidewalk: 0.5430, IoU.person: 0.7446, IoU.earth: 0.3422, IoU.door: 0.2922, IoU.table: 0.4628, IoU.mountain: 0.5518, IoU.plant: 0.4655, IoU.curtain: 0.6542, IoU.chair: 0.4717, IoU.car: 0.7816, IoU.water: 0.5718, IoU.painting: 0.5682, IoU.sofa: 0.5658, IoU.shelf: 0.3276, IoU.house: 0.4006, IoU.sea: 0.5757, IoU.mirror: 0.4020, IoU.rug: 0.3523, IoU.field: 0.3261, IoU.armchair: 0.2942, IoU.seat: 0.5592, IoU.fence: 0.3449, IoU.desk: 0.3352, IoU.rock: 0.4287, IoU.wardrobe: 0.4453, IoU.lamp: 0.4751, IoU.bathtub: 0.5790, IoU.railing: 0.2878, IoU.cushion: 0.4503, IoU.base: 0.0982, IoU.box: 0.1945, IoU.column: 0.3456, IoU.signboard: 0.2744, IoU.chest of drawers: 0.3496, IoU.counter: 0.3208, IoU.sand: 0.4226, IoU.sink: 0.5819, IoU.skyscraper: 0.5077, IoU.fireplace: 0.6030, IoU.refrigerator: 0.5510, IoU.grandstand: 0.3878, IoU.path: 0.1899, IoU.stairs: 0.2762, IoU.runway: 0.6698, IoU.case: 0.4212, IoU.pool table: 0.8553, IoU.pillow: 0.4521, IoU.screen door: 0.3764, IoU.stairway: 0.3172, IoU.river: 0.0764, IoU.bridge: 0.4329, IoU.bookcase: 0.3500, IoU.blind: 0.2552, IoU.coffee table: 0.5040, IoU.toilet: 0.7209, IoU.flower: 0.2906, IoU.book: 0.4044, IoU.hill: 0.1266, IoU.bench: 0.3934, IoU.countertop: 0.4473, IoU.stove: 0.5605, IoU.palm: 0.4267, IoU.kitchen island: 0.2985, IoU.computer: 0.6364, IoU.swivel chair: 0.3375, IoU.boat: 0.4497, IoU.bar: 0.4569, IoU.arcade machine: 0.4569, IoU.hovel: 0.3459, IoU.bus: 0.8257, IoU.towel: 0.5523, IoU.light: 0.3291, IoU.truck: 0.2795, IoU.tower: 0.2000, IoU.chandelier: 0.5640, IoU.awning: 0.2065, IoU.streetlight: 0.1615, IoU.booth: 0.3253, IoU.television receiver: 0.5799, IoU.airplane: 0.5015, IoU.dirt track: 0.0466, IoU.apparel: 0.3093, IoU.pole: 0.0995, IoU.land: 0.0304, IoU.bannister: 0.0668, IoU.escalator: 0.5084, IoU.ottoman: 0.2706, IoU.bottle: 0.2585, IoU.buffet: 0.3463, IoU.poster: 0.1013, IoU.stage: 0.1574, IoU.van: 0.2776, IoU.ship: 0.0903, IoU.fountain: 0.2490, IoU.conveyer belt: 0.6390, IoU.canopy: 0.3187, IoU.washer: 0.7533, IoU.plaything: 0.1859, IoU.swimming pool: 0.5349, IoU.stool: 0.2163, IoU.barrel: 0.2787, IoU.basket: 0.2958, IoU.waterfall: 0.5907, IoU.tent: 0.8318, IoU.bag: 0.0961, IoU.minibike: 0.6588, IoU.cradle: 0.6583, IoU.oven: 0.3153, IoU.ball: 0.4975, IoU.food: 0.4760, IoU.step: 0.0112, IoU.tank: 0.4539, IoU.trade name: 0.2054, IoU.microwave: 0.7398, IoU.pot: 0.2097, IoU.animal: 0.5070, IoU.bicycle: 0.5544, IoU.lake: 0.2818, IoU.dishwasher: 0.3538, IoU.screen: 0.5818, IoU.blanket: 0.0879, IoU.sculpture: 0.4252, IoU.hood: 0.3736, IoU.sconce: 0.1938, IoU.vase: 0.2294, IoU.traffic light: 0.2293, IoU.tray: 0.0874, IoU.ashcan: 0.3228, IoU.fan: 0.4498, IoU.pier: 0.3607, IoU.crt screen: 0.0513, IoU.plate: 0.5085, IoU.monitor: 0.2329, IoU.bulletin board: 0.3737, IoU.shower: 0.0082, IoU.radiator: 0.5602, IoU.glass: 0.1146, IoU.clock: 0.2088, IoU.flag: 0.3189, Acc.wall: 0.8148, Acc.building: 0.9015, Acc.sky: 0.9499, Acc.floor: 0.8703, Acc.tree: 0.8363, Acc.ceiling: 0.8587, Acc.road: 0.8475, Acc.bed : 0.9376, Acc.windowpane: 0.7390, Acc.grass: 0.7870, Acc.cabinet: 0.6456, Acc.sidewalk: 0.7369, Acc.person: 0.8789, Acc.earth: 0.4709, Acc.door: 0.4116, Acc.table: 0.6380, Acc.mountain: 0.7130, Acc.plant: 0.5893, Acc.curtain: 0.7614, Acc.chair: 0.6584, Acc.car: 0.8986, Acc.water: 0.7548, Acc.painting: 0.7464, Acc.sofa: 0.8368, Acc.shelf: 0.5019, Acc.house: 0.5688, Acc.sea: 0.7364, Acc.mirror: 0.4911, Acc.rug: 0.3798, Acc.field: 0.5544, Acc.armchair: 0.3960, Acc.seat: 0.7240, Acc.fence: 0.4555, Acc.desk: 0.5523, Acc.rock: 0.6742, Acc.wardrobe: 0.5866, Acc.lamp: 0.6450, Acc.bathtub: 0.7133, Acc.railing: 0.3970, Acc.cushion: 0.6243, Acc.base: 0.1324, Acc.box: 0.2619, Acc.column: 0.4217, Acc.signboard: 0.3577, Acc.chest of drawers: 0.4958, Acc.counter: 0.4307, Acc.sand: 0.5563, Acc.sink: 0.6446, Acc.skyscraper: 0.6678, Acc.fireplace: 0.7599, Acc.refrigerator: 0.6427, Acc.grandstand: 0.7077, Acc.path: 0.2872, Acc.stairs: 0.3512, Acc.runway: 0.8895, Acc.case: 0.5677, Acc.pool table: 0.9618, Acc.pillow: 0.5134, Acc.screen door: 0.4974, Acc.stairway: 0.4051, Acc.river: 0.1340, Acc.bridge: 0.5041, Acc.bookcase: 0.5911, Acc.blind: 0.2695, Acc.coffee table: 0.7062, Acc.toilet: 0.8620, Acc.flower: 0.4690, Acc.book: 0.5464, Acc.hill: 0.2032, Acc.bench: 0.4457, Acc.countertop: 0.6304, Acc.stove: 0.6618, Acc.palm: 0.5243, Acc.kitchen island: 0.5681, Acc.computer: 0.8056, Acc.swivel chair: 0.4844, Acc.boat: 0.5201, Acc.bar: 0.5558, Acc.arcade machine: 0.5140, Acc.hovel: 0.3796, Acc.bus: 0.8971, Acc.towel: 0.7185, Acc.light: 0.3877, Acc.truck: 0.4113, Acc.tower: 0.3384, Acc.chandelier: 0.6907, Acc.awning: 0.2380, Acc.streetlight: 0.2047, Acc.booth: 0.4038, Acc.television receiver: 0.6921, Acc.airplane: 0.6048, Acc.dirt track: 0.1752, Acc.apparel: 0.4796, Acc.pole: 0.1162, Acc.land: 0.0499, Acc.bannister: 0.0861, Acc.escalator: 0.6928, Acc.ottoman: 0.3626, Acc.bottle: 0.3503, Acc.buffet: 0.4400, Acc.poster: 0.1303, Acc.stage: 0.2498, Acc.van: 0.3707, Acc.ship: 0.1287, Acc.fountain: 0.2675, Acc.conveyer belt: 0.9086, Acc.canopy: 0.4704, Acc.washer: 0.8465, Acc.plaything: 0.3004, Acc.swimming pool: 0.6851, Acc.stool: 0.2579, Acc.barrel: 0.4340, Acc.basket: 0.4263, Acc.waterfall: 0.6954, Acc.tent: 0.9934, Acc.bag: 0.1098, Acc.minibike: 0.8114, Acc.cradle: 0.8051, Acc.oven: 0.4360, Acc.ball: 0.6877, Acc.food: 0.5471, Acc.step: 0.0125, Acc.tank: 0.5369, Acc.trade name: 0.2345, Acc.microwave: 0.8804, Acc.pot: 0.2253, Acc.animal: 0.5561, Acc.bicycle: 0.8108, Acc.lake: 0.3393, Acc.dishwasher: 0.3995, Acc.screen: 0.7569, Acc.blanket: 0.1006, Acc.sculpture: 0.5279, Acc.hood: 0.4148, Acc.sconce: 0.2239, Acc.vase: 0.3357, Acc.traffic light: 0.3890, Acc.tray: 0.1135, Acc.ashcan: 0.4052, Acc.fan: 0.5555, Acc.pier: 0.5135, Acc.crt screen: 0.1370, Acc.plate: 0.6205, Acc.monitor: 0.2790, Acc.bulletin board: 0.4515, Acc.shower: 0.0097, Acc.radiator: 0.6261, Acc.glass: 0.1195, Acc.clock: 0.2638, Acc.flag: 0.3633 2024-01-03 02:45:38,611 - mmseg - INFO - Iter [30050/40000] lr: 2.488e-04, eta: 0:17:26, time: 0.388, data_time: 0.290, memory: 3301, decode.loss_ce: 0.6548, decode.acc_seg: 75.7755, loss: 0.6548 2024-01-03 02:45:43,678 - mmseg - INFO - Iter [30100/40000] lr: 2.475e-04, eta: 0:17:21, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6382, decode.acc_seg: 76.4740, loss: 0.6382 2024-01-03 02:45:48,743 - mmseg - INFO - Iter [30150/40000] lr: 2.463e-04, eta: 0:17:16, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6378, decode.acc_seg: 76.3796, loss: 0.6378 2024-01-03 02:45:53,805 - mmseg - INFO - Iter [30200/40000] lr: 2.450e-04, eta: 0:17:11, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6006, decode.acc_seg: 77.2952, loss: 0.6006 2024-01-03 02:45:58,909 - mmseg - INFO - Iter [30250/40000] lr: 2.438e-04, eta: 0:17:05, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6383, decode.acc_seg: 76.5636, loss: 0.6383 2024-01-03 02:46:03,972 - mmseg - INFO - Iter [30300/40000] lr: 2.425e-04, eta: 0:17:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6597, decode.acc_seg: 75.9632, loss: 0.6597 2024-01-03 02:46:11,336 - mmseg - INFO - Iter [30350/40000] lr: 2.413e-04, eta: 0:16:55, time: 0.147, data_time: 0.047, memory: 3301, decode.loss_ce: 0.6463, decode.acc_seg: 76.4825, loss: 0.6463 2024-01-03 02:46:16,391 - mmseg - INFO - Iter [30400/40000] lr: 2.400e-04, eta: 0:16:50, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6337, decode.acc_seg: 77.1609, loss: 0.6337 2024-01-03 02:46:21,448 - mmseg - INFO - Iter [30450/40000] lr: 2.388e-04, eta: 0:16:45, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6398, decode.acc_seg: 76.3412, loss: 0.6398 2024-01-03 02:46:26,502 - mmseg - INFO - Iter [30500/40000] lr: 2.375e-04, eta: 0:16:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6516, decode.acc_seg: 76.6079, loss: 0.6516 2024-01-03 02:46:31,559 - mmseg - INFO - Iter [30550/40000] lr: 2.363e-04, eta: 0:16:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6309, decode.acc_seg: 76.2486, loss: 0.6309 2024-01-03 02:46:36,672 - mmseg - INFO - Iter [30600/40000] lr: 2.350e-04, eta: 0:16:29, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6306, decode.acc_seg: 76.6454, loss: 0.6306 2024-01-03 02:46:41,727 - mmseg - INFO - Iter [30650/40000] lr: 2.338e-04, eta: 0:16:23, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6439, decode.acc_seg: 76.1047, loss: 0.6439 2024-01-03 02:46:46,779 - mmseg - INFO - Iter [30700/40000] lr: 2.325e-04, eta: 0:16:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6471, decode.acc_seg: 76.8065, loss: 0.6471 2024-01-03 02:46:51,831 - mmseg - INFO - Iter [30750/40000] lr: 2.313e-04, eta: 0:16:13, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6106, decode.acc_seg: 77.1954, loss: 0.6106 2024-01-03 02:46:56,879 - mmseg - INFO - Iter [30800/40000] lr: 2.300e-04, eta: 0:16:07, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6577, decode.acc_seg: 75.8797, loss: 0.6577 2024-01-03 02:47:01,933 - mmseg - INFO - Iter [30850/40000] lr: 2.288e-04, eta: 0:16:02, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6503, decode.acc_seg: 76.3489, loss: 0.6503 2024-01-03 02:47:06,984 - mmseg - INFO - Iter [30900/40000] lr: 2.275e-04, eta: 0:15:57, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6256, decode.acc_seg: 76.9839, loss: 0.6256 2024-01-03 02:47:12,037 - mmseg - INFO - Iter [30950/40000] lr: 2.263e-04, eta: 0:15:51, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6381, decode.acc_seg: 76.4136, loss: 0.6381 2024-01-03 02:47:17,087 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:47:17,087 - mmseg - INFO - Iter [31000/40000] lr: 2.250e-04, eta: 0:15:46, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6395, decode.acc_seg: 76.7197, loss: 0.6395 2024-01-03 02:47:22,139 - mmseg - INFO - Iter [31050/40000] lr: 2.238e-04, eta: 0:15:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6498, decode.acc_seg: 76.6010, loss: 0.6498 2024-01-03 02:47:27,193 - mmseg - INFO - Iter [31100/40000] lr: 2.225e-04, eta: 0:15:35, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6546, decode.acc_seg: 76.4646, loss: 0.6546 2024-01-03 02:47:32,244 - mmseg - INFO - Iter [31150/40000] lr: 2.213e-04, eta: 0:15:30, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6486, decode.acc_seg: 76.1944, loss: 0.6486 2024-01-03 02:47:37,300 - mmseg - INFO - Iter [31200/40000] lr: 2.200e-04, eta: 0:15:25, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6476, decode.acc_seg: 76.5207, loss: 0.6476 2024-01-03 02:47:42,346 - mmseg - INFO - Iter [31250/40000] lr: 2.188e-04, eta: 0:15:20, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6560, decode.acc_seg: 75.6310, loss: 0.6560 2024-01-03 02:47:47,394 - mmseg - INFO - Iter [31300/40000] lr: 2.175e-04, eta: 0:15:14, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6693, decode.acc_seg: 76.4104, loss: 0.6693 2024-01-03 02:47:52,449 - mmseg - INFO - Iter [31350/40000] lr: 2.163e-04, eta: 0:15:09, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6382, decode.acc_seg: 77.0183, loss: 0.6382 2024-01-03 02:47:57,499 - mmseg - INFO - Iter [31400/40000] lr: 2.150e-04, eta: 0:15:04, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6536, decode.acc_seg: 76.4076, loss: 0.6536 2024-01-03 02:48:02,552 - mmseg - INFO - Iter [31450/40000] lr: 2.138e-04, eta: 0:14:58, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6338, decode.acc_seg: 77.2509, loss: 0.6338 2024-01-03 02:48:07,604 - mmseg - INFO - Iter [31500/40000] lr: 2.125e-04, eta: 0:14:53, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6485, decode.acc_seg: 76.5320, loss: 0.6485 2024-01-03 02:48:12,660 - mmseg - INFO - Iter [31550/40000] lr: 2.113e-04, eta: 0:14:48, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6731, decode.acc_seg: 75.6023, loss: 0.6731 2024-01-03 02:48:20,017 - mmseg - INFO - Iter [31600/40000] lr: 2.100e-04, eta: 0:14:43, time: 0.147, data_time: 0.048, memory: 3301, decode.loss_ce: 0.6443, decode.acc_seg: 76.3831, loss: 0.6443 2024-01-03 02:48:25,068 - mmseg - INFO - Iter [31650/40000] lr: 2.088e-04, eta: 0:14:38, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6522, decode.acc_seg: 76.2081, loss: 0.6522 2024-01-03 02:48:30,119 - mmseg - INFO - Iter [31700/40000] lr: 2.075e-04, eta: 0:14:32, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6048, decode.acc_seg: 77.9254, loss: 0.6048 2024-01-03 02:48:35,166 - mmseg - INFO - Iter [31750/40000] lr: 2.063e-04, eta: 0:14:27, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6388, decode.acc_seg: 76.6296, loss: 0.6388 2024-01-03 02:48:40,216 - mmseg - INFO - Iter [31800/40000] lr: 2.050e-04, eta: 0:14:22, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6719, decode.acc_seg: 75.6850, loss: 0.6719 2024-01-03 02:48:45,269 - mmseg - INFO - Iter [31850/40000] lr: 2.038e-04, eta: 0:14:16, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6744, decode.acc_seg: 75.4675, loss: 0.6744 2024-01-03 02:48:50,316 - mmseg - INFO - Iter [31900/40000] lr: 2.025e-04, eta: 0:14:11, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6354, decode.acc_seg: 77.3215, loss: 0.6354 2024-01-03 02:48:55,368 - mmseg - INFO - Iter [31950/40000] lr: 2.013e-04, eta: 0:14:06, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6381, decode.acc_seg: 76.6004, loss: 0.6381 2024-01-03 02:49:00,416 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:49:00,416 - mmseg - INFO - Iter [32000/40000] lr: 2.000e-04, eta: 0:14:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6507, decode.acc_seg: 75.6541, loss: 0.6507 2024-01-03 02:49:05,464 - mmseg - INFO - Iter [32050/40000] lr: 1.988e-04, eta: 0:13:55, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6615, decode.acc_seg: 75.9003, loss: 0.6615 2024-01-03 02:49:10,507 - mmseg - INFO - Iter [32100/40000] lr: 1.975e-04, eta: 0:13:50, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6099, decode.acc_seg: 77.2642, loss: 0.6099 2024-01-03 02:49:15,554 - mmseg - INFO - Iter [32150/40000] lr: 1.963e-04, eta: 0:13:45, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6328, decode.acc_seg: 76.1981, loss: 0.6328 2024-01-03 02:49:20,601 - mmseg - INFO - Iter [32200/40000] lr: 1.950e-04, eta: 0:13:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6827, decode.acc_seg: 75.1211, loss: 0.6827 2024-01-03 02:49:25,653 - mmseg - INFO - Iter [32250/40000] lr: 1.938e-04, eta: 0:13:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6164, decode.acc_seg: 77.6360, loss: 0.6164 2024-01-03 02:49:30,700 - mmseg - INFO - Iter [32300/40000] lr: 1.925e-04, eta: 0:13:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6427, decode.acc_seg: 75.6895, loss: 0.6427 2024-01-03 02:49:35,749 - mmseg - INFO - Iter [32350/40000] lr: 1.913e-04, eta: 0:13:23, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6377, decode.acc_seg: 75.8584, loss: 0.6377 2024-01-03 02:49:40,791 - mmseg - INFO - Iter [32400/40000] lr: 1.900e-04, eta: 0:13:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6265, decode.acc_seg: 76.8341, loss: 0.6265 2024-01-03 02:49:45,836 - mmseg - INFO - Iter [32450/40000] lr: 1.888e-04, eta: 0:13:13, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6635, decode.acc_seg: 75.3305, loss: 0.6635 2024-01-03 02:49:50,877 - mmseg - INFO - Iter [32500/40000] lr: 1.875e-04, eta: 0:13:07, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6424, decode.acc_seg: 76.1749, loss: 0.6424 2024-01-03 02:49:55,923 - mmseg - INFO - Iter [32550/40000] lr: 1.863e-04, eta: 0:13:02, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6577, decode.acc_seg: 76.4791, loss: 0.6577 2024-01-03 02:50:00,971 - mmseg - INFO - Iter [32600/40000] lr: 1.850e-04, eta: 0:12:57, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6264, decode.acc_seg: 76.8258, loss: 0.6264 2024-01-03 02:50:06,020 - mmseg - INFO - Iter [32650/40000] lr: 1.838e-04, eta: 0:12:52, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6396, decode.acc_seg: 76.3816, loss: 0.6396 2024-01-03 02:50:11,065 - mmseg - INFO - Iter [32700/40000] lr: 1.825e-04, eta: 0:12:46, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6355, decode.acc_seg: 77.1117, loss: 0.6355 2024-01-03 02:50:16,128 - mmseg - INFO - Iter [32750/40000] lr: 1.813e-04, eta: 0:12:41, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6363, decode.acc_seg: 76.5828, loss: 0.6363 2024-01-03 02:50:21,179 - mmseg - INFO - Iter [32800/40000] lr: 1.800e-04, eta: 0:12:36, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6561, decode.acc_seg: 75.8703, loss: 0.6561 2024-01-03 02:50:28,432 - mmseg - INFO - Iter [32850/40000] lr: 1.788e-04, eta: 0:12:31, time: 0.145, data_time: 0.048, memory: 3301, decode.loss_ce: 0.6422, decode.acc_seg: 76.7576, loss: 0.6422 2024-01-03 02:50:33,487 - mmseg - INFO - Iter [32900/40000] lr: 1.775e-04, eta: 0:12:26, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6389, decode.acc_seg: 76.1428, loss: 0.6389 2024-01-03 02:50:38,531 - mmseg - INFO - Iter [32950/40000] lr: 1.763e-04, eta: 0:12:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6382, decode.acc_seg: 76.6952, loss: 0.6382 2024-01-03 02:50:43,580 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:50:43,580 - mmseg - INFO - Iter [33000/40000] lr: 1.750e-04, eta: 0:12:15, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6500, decode.acc_seg: 76.1407, loss: 0.6500 2024-01-03 02:50:48,628 - mmseg - INFO - Iter [33050/40000] lr: 1.738e-04, eta: 0:12:10, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6310, decode.acc_seg: 77.0603, loss: 0.6310 2024-01-03 02:50:53,670 - mmseg - INFO - Iter [33100/40000] lr: 1.725e-04, eta: 0:12:04, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6619, decode.acc_seg: 75.6533, loss: 0.6619 2024-01-03 02:50:58,717 - mmseg - INFO - Iter [33150/40000] lr: 1.713e-04, eta: 0:11:59, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6325, decode.acc_seg: 77.1001, loss: 0.6325 2024-01-03 02:51:03,768 - mmseg - INFO - Iter [33200/40000] lr: 1.700e-04, eta: 0:11:54, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6321, decode.acc_seg: 76.4078, loss: 0.6321 2024-01-03 02:51:08,819 - mmseg - INFO - Iter [33250/40000] lr: 1.688e-04, eta: 0:11:48, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6456, decode.acc_seg: 76.8885, loss: 0.6456 2024-01-03 02:51:13,868 - mmseg - INFO - Iter [33300/40000] lr: 1.675e-04, eta: 0:11:43, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6120, decode.acc_seg: 77.2189, loss: 0.6120 2024-01-03 02:51:18,925 - mmseg - INFO - Iter [33350/40000] lr: 1.663e-04, eta: 0:11:38, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6073, decode.acc_seg: 77.6265, loss: 0.6073 2024-01-03 02:51:23,978 - mmseg - INFO - Iter [33400/40000] lr: 1.650e-04, eta: 0:11:33, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6389, decode.acc_seg: 76.6844, loss: 0.6389 2024-01-03 02:51:29,031 - mmseg - INFO - Iter [33450/40000] lr: 1.638e-04, eta: 0:11:27, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6319, decode.acc_seg: 76.5035, loss: 0.6319 2024-01-03 02:51:34,085 - mmseg - INFO - Iter [33500/40000] lr: 1.625e-04, eta: 0:11:22, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6246, decode.acc_seg: 76.7045, loss: 0.6246 2024-01-03 02:51:39,136 - mmseg - INFO - Iter [33550/40000] lr: 1.613e-04, eta: 0:11:17, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6369, decode.acc_seg: 76.4699, loss: 0.6369 2024-01-03 02:51:44,185 - mmseg - INFO - Iter [33600/40000] lr: 1.600e-04, eta: 0:11:11, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6507, decode.acc_seg: 76.8559, loss: 0.6507 2024-01-03 02:51:49,232 - mmseg - INFO - Iter [33650/40000] lr: 1.588e-04, eta: 0:11:06, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6367, decode.acc_seg: 76.9898, loss: 0.6367 2024-01-03 02:51:54,279 - mmseg - INFO - Iter [33700/40000] lr: 1.575e-04, eta: 0:11:01, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6541, decode.acc_seg: 76.3015, loss: 0.6541 2024-01-03 02:51:59,333 - mmseg - INFO - Iter [33750/40000] lr: 1.563e-04, eta: 0:10:56, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6469, decode.acc_seg: 76.6405, loss: 0.6469 2024-01-03 02:52:04,388 - mmseg - INFO - Iter [33800/40000] lr: 1.550e-04, eta: 0:10:50, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6371, decode.acc_seg: 76.8394, loss: 0.6371 2024-01-03 02:52:09,441 - mmseg - INFO - Iter [33850/40000] lr: 1.538e-04, eta: 0:10:45, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6506, decode.acc_seg: 75.7802, loss: 0.6506 2024-01-03 02:52:14,494 - mmseg - INFO - Iter [33900/40000] lr: 1.525e-04, eta: 0:10:40, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6235, decode.acc_seg: 77.4489, loss: 0.6235 2024-01-03 02:52:19,548 - mmseg - INFO - Iter [33950/40000] lr: 1.513e-04, eta: 0:10:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6710, decode.acc_seg: 75.5407, loss: 0.6710 2024-01-03 02:52:24,600 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:52:24,600 - mmseg - INFO - Iter [34000/40000] lr: 1.500e-04, eta: 0:10:29, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6655, decode.acc_seg: 76.0228, loss: 0.6655 2024-01-03 02:52:29,661 - mmseg - INFO - Iter [34050/40000] lr: 1.488e-04, eta: 0:10:24, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6287, decode.acc_seg: 76.9698, loss: 0.6287 2024-01-03 02:52:34,710 - mmseg - INFO - Iter [34100/40000] lr: 1.475e-04, eta: 0:10:19, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6562, decode.acc_seg: 75.6811, loss: 0.6562 2024-01-03 02:52:42,041 - mmseg - INFO - Iter [34150/40000] lr: 1.463e-04, eta: 0:10:14, time: 0.147, data_time: 0.046, memory: 3301, decode.loss_ce: 0.6360, decode.acc_seg: 76.2821, loss: 0.6360 2024-01-03 02:52:47,089 - mmseg - INFO - Iter [34200/40000] lr: 1.450e-04, eta: 0:10:08, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6544, decode.acc_seg: 75.9190, loss: 0.6544 2024-01-03 02:52:52,145 - mmseg - INFO - Iter [34250/40000] lr: 1.438e-04, eta: 0:10:03, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6050, decode.acc_seg: 77.5430, loss: 0.6050 2024-01-03 02:52:57,213 - mmseg - INFO - Iter [34300/40000] lr: 1.425e-04, eta: 0:09:58, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6421, decode.acc_seg: 76.6719, loss: 0.6421 2024-01-03 02:53:02,267 - mmseg - INFO - Iter [34350/40000] lr: 1.413e-04, eta: 0:09:53, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6370, decode.acc_seg: 76.4428, loss: 0.6370 2024-01-03 02:53:07,330 - mmseg - INFO - Iter [34400/40000] lr: 1.400e-04, eta: 0:09:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6518, decode.acc_seg: 76.0003, loss: 0.6518 2024-01-03 02:53:12,389 - mmseg - INFO - Iter [34450/40000] lr: 1.388e-04, eta: 0:09:42, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6797, decode.acc_seg: 75.9340, loss: 0.6797 2024-01-03 02:53:17,445 - mmseg - INFO - Iter [34500/40000] lr: 1.375e-04, eta: 0:09:37, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6536, decode.acc_seg: 76.4074, loss: 0.6536 2024-01-03 02:53:22,504 - mmseg - INFO - Iter [34550/40000] lr: 1.363e-04, eta: 0:09:31, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6146, decode.acc_seg: 77.5349, loss: 0.6146 2024-01-03 02:53:27,563 - mmseg - INFO - Iter [34600/40000] lr: 1.350e-04, eta: 0:09:26, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6406, decode.acc_seg: 77.0050, loss: 0.6406 2024-01-03 02:53:32,619 - mmseg - INFO - Iter [34650/40000] lr: 1.338e-04, eta: 0:09:21, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6091, decode.acc_seg: 77.1846, loss: 0.6091 2024-01-03 02:53:37,674 - mmseg - INFO - Iter [34700/40000] lr: 1.325e-04, eta: 0:09:16, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6318, decode.acc_seg: 76.9358, loss: 0.6318 2024-01-03 02:53:42,729 - mmseg - INFO - Iter [34750/40000] lr: 1.313e-04, eta: 0:09:10, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6133, decode.acc_seg: 77.3814, loss: 0.6133 2024-01-03 02:53:47,786 - mmseg - INFO - Iter [34800/40000] lr: 1.300e-04, eta: 0:09:05, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6263, decode.acc_seg: 77.2167, loss: 0.6263 2024-01-03 02:53:52,847 - mmseg - INFO - Iter [34850/40000] lr: 1.288e-04, eta: 0:09:00, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6414, decode.acc_seg: 76.5516, loss: 0.6414 2024-01-03 02:53:57,907 - mmseg - INFO - Iter [34900/40000] lr: 1.275e-04, eta: 0:08:55, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6362, decode.acc_seg: 76.3954, loss: 0.6362 2024-01-03 02:54:02,966 - mmseg - INFO - Iter [34950/40000] lr: 1.263e-04, eta: 0:08:49, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6378, decode.acc_seg: 76.6115, loss: 0.6378 2024-01-03 02:54:08,024 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:54:08,024 - mmseg - INFO - Iter [35000/40000] lr: 1.250e-04, eta: 0:08:44, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6332, decode.acc_seg: 77.4578, loss: 0.6332 2024-01-03 02:54:13,090 - mmseg - INFO - Iter [35050/40000] lr: 1.238e-04, eta: 0:08:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6420, decode.acc_seg: 77.0559, loss: 0.6420 2024-01-03 02:54:18,146 - mmseg - INFO - Iter [35100/40000] lr: 1.225e-04, eta: 0:08:33, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6794, decode.acc_seg: 75.3180, loss: 0.6794 2024-01-03 02:54:23,207 - mmseg - INFO - Iter [35150/40000] lr: 1.213e-04, eta: 0:08:28, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6490, decode.acc_seg: 75.1999, loss: 0.6490 2024-01-03 02:54:28,268 - mmseg - INFO - Iter [35200/40000] lr: 1.200e-04, eta: 0:08:23, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6497, decode.acc_seg: 76.4440, loss: 0.6497 2024-01-03 02:54:33,327 - mmseg - INFO - Iter [35250/40000] lr: 1.188e-04, eta: 0:08:18, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6439, decode.acc_seg: 76.0848, loss: 0.6439 2024-01-03 02:54:38,385 - mmseg - INFO - Iter [35300/40000] lr: 1.175e-04, eta: 0:08:12, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6289, decode.acc_seg: 76.6995, loss: 0.6289 2024-01-03 02:54:43,442 - mmseg - INFO - Iter [35350/40000] lr: 1.163e-04, eta: 0:08:07, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6483, decode.acc_seg: 76.3162, loss: 0.6483 2024-01-03 02:54:50,747 - mmseg - INFO - Iter [35400/40000] lr: 1.150e-04, eta: 0:08:02, time: 0.146, data_time: 0.048, memory: 3301, decode.loss_ce: 0.6372, decode.acc_seg: 76.3733, loss: 0.6372 2024-01-03 02:54:55,803 - mmseg - INFO - Iter [35450/40000] lr: 1.138e-04, eta: 0:07:57, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6360, decode.acc_seg: 77.0181, loss: 0.6360 2024-01-03 02:55:00,858 - mmseg - INFO - Iter [35500/40000] lr: 1.125e-04, eta: 0:07:52, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6449, decode.acc_seg: 76.2221, loss: 0.6449 2024-01-03 02:55:05,921 - mmseg - INFO - Iter [35550/40000] lr: 1.113e-04, eta: 0:07:46, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6662, decode.acc_seg: 75.9415, loss: 0.6662 2024-01-03 02:55:10,982 - mmseg - INFO - Iter [35600/40000] lr: 1.100e-04, eta: 0:07:41, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6776, decode.acc_seg: 75.8095, loss: 0.6776 2024-01-03 02:55:16,042 - mmseg - INFO - Iter [35650/40000] lr: 1.088e-04, eta: 0:07:36, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6178, decode.acc_seg: 77.0984, loss: 0.6178 2024-01-03 02:55:21,099 - mmseg - INFO - Iter [35700/40000] lr: 1.075e-04, eta: 0:07:31, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6184, decode.acc_seg: 77.7087, loss: 0.6184 2024-01-03 02:55:26,159 - mmseg - INFO - Iter [35750/40000] lr: 1.063e-04, eta: 0:07:25, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6186, decode.acc_seg: 76.9358, loss: 0.6186 2024-01-03 02:55:31,216 - mmseg - INFO - Iter [35800/40000] lr: 1.050e-04, eta: 0:07:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6012, decode.acc_seg: 77.4950, loss: 0.6012 2024-01-03 02:55:36,280 - mmseg - INFO - Iter [35850/40000] lr: 1.038e-04, eta: 0:07:15, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6372, decode.acc_seg: 76.5684, loss: 0.6372 2024-01-03 02:55:41,330 - mmseg - INFO - Iter [35900/40000] lr: 1.025e-04, eta: 0:07:09, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.5953, decode.acc_seg: 77.8405, loss: 0.5953 2024-01-03 02:55:46,385 - mmseg - INFO - Iter [35950/40000] lr: 1.013e-04, eta: 0:07:04, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6262, decode.acc_seg: 76.7240, loss: 0.6262 2024-01-03 02:55:51,437 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:55:51,437 - mmseg - INFO - Iter [36000/40000] lr: 1.000e-04, eta: 0:06:59, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6387, decode.acc_seg: 76.5916, loss: 0.6387 2024-01-03 02:55:56,497 - mmseg - INFO - Iter [36050/40000] lr: 9.877e-05, eta: 0:06:54, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6409, decode.acc_seg: 76.5108, loss: 0.6409 2024-01-03 02:56:01,547 - mmseg - INFO - Iter [36100/40000] lr: 9.752e-05, eta: 0:06:48, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6594, decode.acc_seg: 76.2039, loss: 0.6594 2024-01-03 02:56:06,598 - mmseg - INFO - Iter [36150/40000] lr: 9.627e-05, eta: 0:06:43, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6269, decode.acc_seg: 76.9748, loss: 0.6269 2024-01-03 02:56:11,656 - mmseg - INFO - Iter [36200/40000] lr: 9.503e-05, eta: 0:06:38, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6037, decode.acc_seg: 77.4503, loss: 0.6037 2024-01-03 02:56:16,712 - mmseg - INFO - Iter [36250/40000] lr: 9.378e-05, eta: 0:06:33, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6321, decode.acc_seg: 76.8958, loss: 0.6321 2024-01-03 02:56:21,766 - mmseg - INFO - Iter [36300/40000] lr: 9.252e-05, eta: 0:06:27, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6465, decode.acc_seg: 76.1856, loss: 0.6465 2024-01-03 02:56:26,823 - mmseg - INFO - Iter [36350/40000] lr: 9.127e-05, eta: 0:06:22, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6343, decode.acc_seg: 76.3759, loss: 0.6343 2024-01-03 02:56:31,878 - mmseg - INFO - Iter [36400/40000] lr: 9.003e-05, eta: 0:06:17, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6297, decode.acc_seg: 76.9367, loss: 0.6297 2024-01-03 02:56:36,936 - mmseg - INFO - Iter [36450/40000] lr: 8.878e-05, eta: 0:06:12, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6181, decode.acc_seg: 77.1293, loss: 0.6181 2024-01-03 02:56:41,994 - mmseg - INFO - Iter [36500/40000] lr: 8.752e-05, eta: 0:06:06, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6490, decode.acc_seg: 76.0789, loss: 0.6490 2024-01-03 02:56:47,053 - mmseg - INFO - Iter [36550/40000] lr: 8.627e-05, eta: 0:06:01, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6684, decode.acc_seg: 75.5925, loss: 0.6684 2024-01-03 02:56:52,178 - mmseg - INFO - Iter [36600/40000] lr: 8.503e-05, eta: 0:05:56, time: 0.102, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6315, decode.acc_seg: 76.6053, loss: 0.6315 2024-01-03 02:56:59,509 - mmseg - INFO - Iter [36650/40000] lr: 8.378e-05, eta: 0:05:51, time: 0.147, data_time: 0.046, memory: 3301, decode.loss_ce: 0.6559, decode.acc_seg: 75.9319, loss: 0.6559 2024-01-03 02:57:04,574 - mmseg - INFO - Iter [36700/40000] lr: 8.252e-05, eta: 0:05:46, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6401, decode.acc_seg: 76.7315, loss: 0.6401 2024-01-03 02:57:09,633 - mmseg - INFO - Iter [36750/40000] lr: 8.127e-05, eta: 0:05:40, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6316, decode.acc_seg: 76.3628, loss: 0.6316 2024-01-03 02:57:14,698 - mmseg - INFO - Iter [36800/40000] lr: 8.003e-05, eta: 0:05:35, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6668, decode.acc_seg: 75.2343, loss: 0.6668 2024-01-03 02:57:19,799 - mmseg - INFO - Iter [36850/40000] lr: 7.878e-05, eta: 0:05:30, time: 0.102, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6270, decode.acc_seg: 77.0473, loss: 0.6270 2024-01-03 02:57:24,859 - mmseg - INFO - Iter [36900/40000] lr: 7.752e-05, eta: 0:05:24, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6462, decode.acc_seg: 76.5210, loss: 0.6462 2024-01-03 02:57:29,918 - mmseg - INFO - Iter [36950/40000] lr: 7.627e-05, eta: 0:05:19, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6898, decode.acc_seg: 75.2341, loss: 0.6898 2024-01-03 02:57:34,985 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:57:34,985 - mmseg - INFO - Iter [37000/40000] lr: 7.503e-05, eta: 0:05:14, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6357, decode.acc_seg: 76.5522, loss: 0.6357 2024-01-03 02:57:40,046 - mmseg - INFO - Iter [37050/40000] lr: 7.378e-05, eta: 0:05:09, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6529, decode.acc_seg: 76.0908, loss: 0.6529 2024-01-03 02:57:45,122 - mmseg - INFO - Iter [37100/40000] lr: 7.252e-05, eta: 0:05:03, time: 0.102, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6082, decode.acc_seg: 77.2678, loss: 0.6082 2024-01-03 02:57:50,183 - mmseg - INFO - Iter [37150/40000] lr: 7.127e-05, eta: 0:04:58, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6524, decode.acc_seg: 75.6983, loss: 0.6524 2024-01-03 02:57:55,246 - mmseg - INFO - Iter [37200/40000] lr: 7.003e-05, eta: 0:04:53, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6098, decode.acc_seg: 77.3172, loss: 0.6098 2024-01-03 02:58:00,304 - mmseg - INFO - Iter [37250/40000] lr: 6.878e-05, eta: 0:04:48, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6492, decode.acc_seg: 76.4175, loss: 0.6492 2024-01-03 02:58:05,365 - mmseg - INFO - Iter [37300/40000] lr: 6.752e-05, eta: 0:04:42, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6271, decode.acc_seg: 77.1308, loss: 0.6271 2024-01-03 02:58:10,426 - mmseg - INFO - Iter [37350/40000] lr: 6.627e-05, eta: 0:04:37, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6306, decode.acc_seg: 76.9690, loss: 0.6306 2024-01-03 02:58:15,486 - mmseg - INFO - Iter [37400/40000] lr: 6.502e-05, eta: 0:04:32, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6299, decode.acc_seg: 76.3039, loss: 0.6299 2024-01-03 02:58:20,545 - mmseg - INFO - Iter [37450/40000] lr: 6.378e-05, eta: 0:04:27, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6483, decode.acc_seg: 76.5696, loss: 0.6483 2024-01-03 02:58:25,603 - mmseg - INFO - Iter [37500/40000] lr: 6.253e-05, eta: 0:04:21, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6353, decode.acc_seg: 77.0837, loss: 0.6353 2024-01-03 02:58:30,667 - mmseg - INFO - Iter [37550/40000] lr: 6.127e-05, eta: 0:04:16, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6165, decode.acc_seg: 77.2503, loss: 0.6165 2024-01-03 02:58:35,726 - mmseg - INFO - Iter [37600/40000] lr: 6.002e-05, eta: 0:04:11, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6282, decode.acc_seg: 76.8301, loss: 0.6282 2024-01-03 02:58:40,789 - mmseg - INFO - Iter [37650/40000] lr: 5.878e-05, eta: 0:04:06, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6387, decode.acc_seg: 77.3804, loss: 0.6387 2024-01-03 02:58:45,848 - mmseg - INFO - Iter [37700/40000] lr: 5.753e-05, eta: 0:04:00, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6200, decode.acc_seg: 77.2106, loss: 0.6200 2024-01-03 02:58:50,902 - mmseg - INFO - Iter [37750/40000] lr: 5.627e-05, eta: 0:03:55, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6332, decode.acc_seg: 77.0987, loss: 0.6332 2024-01-03 02:58:55,960 - mmseg - INFO - Iter [37800/40000] lr: 5.502e-05, eta: 0:03:50, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6378, decode.acc_seg: 76.8332, loss: 0.6378 2024-01-03 02:59:01,020 - mmseg - INFO - Iter [37850/40000] lr: 5.378e-05, eta: 0:03:45, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6213, decode.acc_seg: 76.5661, loss: 0.6213 2024-01-03 02:59:08,322 - mmseg - INFO - Iter [37900/40000] lr: 5.253e-05, eta: 0:03:40, time: 0.146, data_time: 0.047, memory: 3301, decode.loss_ce: 0.6417, decode.acc_seg: 76.2910, loss: 0.6417 2024-01-03 02:59:13,368 - mmseg - INFO - Iter [37950/40000] lr: 5.127e-05, eta: 0:03:34, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6568, decode.acc_seg: 76.2767, loss: 0.6568 2024-01-03 02:59:18,447 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 02:59:18,447 - mmseg - INFO - Iter [38000/40000] lr: 5.002e-05, eta: 0:03:29, time: 0.102, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6427, decode.acc_seg: 76.6245, loss: 0.6427 2024-01-03 02:59:23,494 - mmseg - INFO - Iter [38050/40000] lr: 4.878e-05, eta: 0:03:24, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6370, decode.acc_seg: 76.8376, loss: 0.6370 2024-01-03 02:59:28,544 - mmseg - INFO - Iter [38100/40000] lr: 4.753e-05, eta: 0:03:19, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6236, decode.acc_seg: 76.9298, loss: 0.6236 2024-01-03 02:59:33,587 - mmseg - INFO - Iter [38150/40000] lr: 4.627e-05, eta: 0:03:13, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6313, decode.acc_seg: 77.5894, loss: 0.6313 2024-01-03 02:59:38,641 - mmseg - INFO - Iter [38200/40000] lr: 4.502e-05, eta: 0:03:08, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6281, decode.acc_seg: 76.8455, loss: 0.6281 2024-01-03 02:59:43,686 - mmseg - INFO - Iter [38250/40000] lr: 4.378e-05, eta: 0:03:03, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6485, decode.acc_seg: 76.2678, loss: 0.6485 2024-01-03 02:59:48,735 - mmseg - INFO - Iter [38300/40000] lr: 4.253e-05, eta: 0:02:58, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6400, decode.acc_seg: 76.7408, loss: 0.6400 2024-01-03 02:59:53,781 - mmseg - INFO - Iter [38350/40000] lr: 4.127e-05, eta: 0:02:52, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6207, decode.acc_seg: 76.6843, loss: 0.6207 2024-01-03 02:59:58,828 - mmseg - INFO - Iter [38400/40000] lr: 4.002e-05, eta: 0:02:47, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6064, decode.acc_seg: 77.2885, loss: 0.6064 2024-01-03 03:00:03,879 - mmseg - INFO - Iter [38450/40000] lr: 3.878e-05, eta: 0:02:42, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6319, decode.acc_seg: 76.2694, loss: 0.6319 2024-01-03 03:00:08,935 - mmseg - INFO - Iter [38500/40000] lr: 3.753e-05, eta: 0:02:37, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6646, decode.acc_seg: 75.7028, loss: 0.6646 2024-01-03 03:00:13,987 - mmseg - INFO - Iter [38550/40000] lr: 3.627e-05, eta: 0:02:31, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6165, decode.acc_seg: 76.9594, loss: 0.6165 2024-01-03 03:00:19,086 - mmseg - INFO - Iter [38600/40000] lr: 3.502e-05, eta: 0:02:26, time: 0.102, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6258, decode.acc_seg: 76.9390, loss: 0.6258 2024-01-03 03:00:24,133 - mmseg - INFO - Iter [38650/40000] lr: 3.378e-05, eta: 0:02:21, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6226, decode.acc_seg: 77.3214, loss: 0.6226 2024-01-03 03:00:29,184 - mmseg - INFO - Iter [38700/40000] lr: 3.253e-05, eta: 0:02:16, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6499, decode.acc_seg: 75.9126, loss: 0.6499 2024-01-03 03:00:34,227 - mmseg - INFO - Iter [38750/40000] lr: 3.128e-05, eta: 0:02:10, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6629, decode.acc_seg: 76.1357, loss: 0.6629 2024-01-03 03:00:39,278 - mmseg - INFO - Iter [38800/40000] lr: 3.002e-05, eta: 0:02:05, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6277, decode.acc_seg: 76.7025, loss: 0.6277 2024-01-03 03:00:44,329 - mmseg - INFO - Iter [38850/40000] lr: 2.877e-05, eta: 0:02:00, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6290, decode.acc_seg: 77.3886, loss: 0.6290 2024-01-03 03:00:49,375 - mmseg - INFO - Iter [38900/40000] lr: 2.753e-05, eta: 0:01:55, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6482, decode.acc_seg: 76.2098, loss: 0.6482 2024-01-03 03:00:54,423 - mmseg - INFO - Iter [38950/40000] lr: 2.628e-05, eta: 0:01:49, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6385, decode.acc_seg: 76.8232, loss: 0.6385 2024-01-03 03:00:59,467 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 03:00:59,467 - mmseg - INFO - Iter [39000/40000] lr: 2.502e-05, eta: 0:01:44, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6359, decode.acc_seg: 76.0222, loss: 0.6359 2024-01-03 03:01:04,513 - mmseg - INFO - Iter [39050/40000] lr: 2.377e-05, eta: 0:01:39, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6235, decode.acc_seg: 77.0520, loss: 0.6235 2024-01-03 03:01:09,560 - mmseg - INFO - Iter [39100/40000] lr: 2.253e-05, eta: 0:01:34, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6654, decode.acc_seg: 75.9749, loss: 0.6654 2024-01-03 03:01:14,603 - mmseg - INFO - Iter [39150/40000] lr: 2.128e-05, eta: 0:01:28, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6315, decode.acc_seg: 76.7826, loss: 0.6315 2024-01-03 03:01:21,903 - mmseg - INFO - Iter [39200/40000] lr: 2.002e-05, eta: 0:01:23, time: 0.146, data_time: 0.046, memory: 3301, decode.loss_ce: 0.6178, decode.acc_seg: 77.1230, loss: 0.6178 2024-01-03 03:01:26,945 - mmseg - INFO - Iter [39250/40000] lr: 1.877e-05, eta: 0:01:18, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6332, decode.acc_seg: 76.6628, loss: 0.6332 2024-01-03 03:01:31,990 - mmseg - INFO - Iter [39300/40000] lr: 1.753e-05, eta: 0:01:13, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6354, decode.acc_seg: 76.4346, loss: 0.6354 2024-01-03 03:01:37,039 - mmseg - INFO - Iter [39350/40000] lr: 1.628e-05, eta: 0:01:08, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6570, decode.acc_seg: 76.1567, loss: 0.6570 2024-01-03 03:01:42,083 - mmseg - INFO - Iter [39400/40000] lr: 1.502e-05, eta: 0:01:02, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6102, decode.acc_seg: 77.3369, loss: 0.6102 2024-01-03 03:01:47,124 - 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: 0.6335, decode.acc_seg: 76.6817, loss: 0.6335 2024-01-03 03:01:52,175 - mmseg - INFO - Iter [39500/40000] lr: 1.253e-05, eta: 0:00:52, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6301, decode.acc_seg: 76.7831, loss: 0.6301 2024-01-03 03:01:57,219 - mmseg - INFO - Iter [39550/40000] lr: 1.128e-05, eta: 0:00:47, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6556, decode.acc_seg: 75.6423, loss: 0.6556 2024-01-03 03:02:02,265 - mmseg - INFO - Iter [39600/40000] lr: 1.002e-05, eta: 0:00:41, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6219, decode.acc_seg: 77.7182, loss: 0.6219 2024-01-03 03:02:07,313 - mmseg - INFO - Iter [39650/40000] lr: 8.775e-06, eta: 0:00:36, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6640, decode.acc_seg: 75.5628, loss: 0.6640 2024-01-03 03:02:12,358 - mmseg - INFO - Iter [39700/40000] lr: 7.525e-06, eta: 0:00:31, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6527, decode.acc_seg: 76.3584, loss: 0.6527 2024-01-03 03:02:17,405 - mmseg - INFO - Iter [39750/40000] lr: 6.275e-06, eta: 0:00:26, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6115, decode.acc_seg: 77.4465, loss: 0.6115 2024-01-03 03:02:22,452 - mmseg - INFO - Iter [39800/40000] lr: 5.025e-06, eta: 0:00:20, time: 0.101, data_time: 0.003, memory: 3301, decode.loss_ce: 0.6118, decode.acc_seg: 77.2125, loss: 0.6118 2024-01-03 03:02:27,507 - mmseg - INFO - Iter [39850/40000] lr: 3.775e-06, eta: 0:00:15, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6123, decode.acc_seg: 76.8761, loss: 0.6123 2024-01-03 03:02:32,551 - mmseg - INFO - Iter [39900/40000] lr: 2.525e-06, eta: 0:00:10, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6541, decode.acc_seg: 76.0785, loss: 0.6541 2024-01-03 03:02:37,601 - mmseg - INFO - Iter [39950/40000] lr: 1.275e-06, eta: 0:00:05, time: 0.101, data_time: 0.004, memory: 3301, decode.loss_ce: 0.6310, decode.acc_seg: 77.3294, loss: 0.6310 2024-01-03 03:02:42,605 - mmseg - INFO - Saving checkpoint at 40000 iterations 2024-01-03 03:02:42,662 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 03:02:42,662 - 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: 0.6215, decode.acc_seg: 77.5989, loss: 0.6215 2024-01-03 03:02:56,934 - mmseg - INFO - per class results: 2024-01-03 03:02:56,939 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 66.58 | 82.66 | | building | 77.45 | 89.46 | | sky | 90.09 | 94.85 | | floor | 73.73 | 86.55 | | tree | 68.17 | 83.68 | | ceiling | 73.21 | 84.09 | | road | 76.34 | 86.76 | | bed | 80.74 | 93.9 | | windowpane | 53.35 | 69.95 | | grass | 61.73 | 76.56 | | cabinet | 49.97 | 63.02 | | sidewalk | 52.79 | 69.0 | | person | 74.85 | 87.76 | | earth | 34.9 | 49.84 | | door | 29.04 | 39.1 | | table | 46.23 | 63.86 | | mountain | 55.0 | 68.49 | | plant | 46.76 | 58.63 | | curtain | 65.16 | 77.14 | | chair | 46.19 | 61.91 | | car | 78.24 | 89.97 | | water | 56.04 | 75.26 | | painting | 57.23 | 74.27 | | sofa | 58.95 | 80.83 | | shelf | 31.3 | 44.49 | | house | 41.4 | 57.86 | | sea | 55.14 | 69.11 | | mirror | 41.52 | 51.43 | | rug | 46.59 | 52.32 | | field | 32.08 | 58.12 | | armchair | 33.69 | 48.94 | | seat | 56.39 | 77.13 | | fence | 35.7 | 48.78 | | desk | 33.75 | 54.1 | | rock | 45.1 | 70.9 | | wardrobe | 44.84 | 61.62 | | lamp | 47.25 | 60.88 | | bathtub | 55.02 | 74.53 | | railing | 29.58 | 41.65 | | cushion | 44.83 | 60.26 | | base | 13.18 | 20.92 | | box | 20.06 | 26.64 | | column | 33.44 | 40.62 | | signboard | 29.09 | 41.24 | | chest of drawers | 35.67 | 55.47 | | counter | 32.19 | 46.21 | | sand | 49.18 | 67.47 | | sink | 58.3 | 66.24 | | skyscraper | 52.25 | 68.63 | | fireplace | 59.99 | 75.86 | | refrigerator | 54.38 | 67.68 | | grandstand | 40.12 | 71.62 | | path | 18.25 | 26.54 | | stairs | 27.99 | 36.46 | | runway | 63.62 | 82.99 | | case | 39.91 | 60.35 | | pool table | 84.87 | 96.43 | | pillow | 46.51 | 53.94 | | screen door | 38.44 | 50.44 | | stairway | 33.47 | 43.99 | | river | 8.35 | 18.16 | | bridge | 42.17 | 52.28 | | bookcase | 33.85 | 51.3 | | blind | 30.49 | 34.43 | | coffee table | 50.01 | 73.91 | | toilet | 72.09 | 85.92 | | flower | 30.72 | 47.55 | | book | 43.58 | 61.97 | | hill | 12.45 | 19.92 | | bench | 39.49 | 45.7 | | countertop | 45.14 | 63.68 | | stove | 57.33 | 68.57 | | palm | 47.05 | 64.3 | | kitchen island | 28.31 | 64.18 | | computer | 64.45 | 81.15 | | swivel chair | 35.0 | 54.47 | | boat | 44.0 | 51.63 | | bar | 47.96 | 59.16 | | arcade machine | 46.89 | 52.98 | | hovel | 42.76 | 48.17 | | bus | 82.12 | 89.64 | | towel | 54.93 | 69.59 | | light | 30.77 | 35.07 | | truck | 26.63 | 37.51 | | tower | 19.84 | 32.98 | | chandelier | 57.24 | 72.4 | | awning | 23.39 | 30.2 | | streetlight | 17.18 | 21.95 | | booth | 31.61 | 39.07 | | television receiver | 56.73 | 69.93 | | airplane | 49.83 | 61.6 | | dirt track | 4.47 | 18.39 | | apparel | 29.93 | 42.95 | | pole | 14.68 | 18.94 | | land | 4.23 | 7.37 | | bannister | 6.86 | 8.85 | | escalator | 50.77 | 70.62 | | ottoman | 27.49 | 37.33 | | bottle | 25.74 | 33.32 | | buffet | 37.37 | 49.84 | | poster | 5.77 | 6.65 | | stage | 14.86 | 23.33 | | van | 27.69 | 37.5 | | ship | 8.77 | 12.28 | | fountain | 21.89 | 23.22 | | conveyer belt | 64.93 | 90.32 | | canopy | 33.52 | 45.41 | | washer | 75.9 | 86.38 | | plaything | 18.44 | 29.34 | | swimming pool | 53.95 | 69.96 | | stool | 26.96 | 34.04 | | barrel | 26.42 | 48.85 | | basket | 29.35 | 39.59 | | waterfall | 49.93 | 56.61 | | tent | 82.3 | 99.39 | | bag | 8.67 | 9.82 | | minibike | 65.88 | 80.71 | | cradle | 65.34 | 84.67 | | oven | 34.87 | 49.51 | | ball | 49.57 | 68.12 | | food | 42.81 | 47.85 | | step | 1.97 | 2.33 | | tank | 47.02 | 57.72 | | trade name | 18.64 | 20.74 | | microwave | 75.35 | 86.32 | | pot | 24.2 | 26.67 | | animal | 53.0 | 57.37 | | bicycle | 55.47 | 78.74 | | lake | 24.0 | 26.82 | | dishwasher | 37.94 | 45.8 | | screen | 57.42 | 81.31 | | blanket | 9.22 | 10.26 | | sculpture | 41.64 | 50.92 | | hood | 38.47 | 42.93 | | sconce | 21.67 | 25.42 | | vase | 23.87 | 35.21 | | traffic light | 25.52 | 40.58 | | tray | 8.85 | 11.76 | | ashcan | 32.56 | 45.02 | | fan | 45.7 | 58.02 | | pier | 30.5 | 43.86 | | crt screen | 4.38 | 10.18 | | plate | 52.05 | 66.4 | | monitor | 17.86 | 20.32 | | bulletin board | 36.35 | 45.74 | | shower | 0.98 | 1.56 | | radiator | 55.68 | 61.22 | | glass | 12.62 | 13.53 | | clock | 19.66 | 24.82 | | flag | 33.48 | 39.29 | +---------------------+-------+-------+ 2024-01-03 03:02:56,939 - mmseg - INFO - Summary: 2024-01-03 03:02:56,940 - mmseg - INFO - +-------+------+-------+ | aAcc | mIoU | mAcc | +-------+------+-------+ | 77.41 | 41.1 | 53.07 | +-------+------+-------+ 2024-01-03 03:02:56,940 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 03:02:56,940 - mmseg - INFO - Iter(val) [250] aAcc: 0.7741, mIoU: 0.4110, mAcc: 0.5307, IoU.wall: 0.6658, IoU.building: 0.7745, IoU.sky: 0.9009, IoU.floor: 0.7373, IoU.tree: 0.6817, IoU.ceiling: 0.7321, IoU.road: 0.7634, IoU.bed : 0.8074, IoU.windowpane: 0.5335, IoU.grass: 0.6173, IoU.cabinet: 0.4997, IoU.sidewalk: 0.5279, IoU.person: 0.7485, IoU.earth: 0.3490, IoU.door: 0.2904, IoU.table: 0.4623, IoU.mountain: 0.5500, IoU.plant: 0.4676, IoU.curtain: 0.6516, IoU.chair: 0.4619, IoU.car: 0.7824, IoU.water: 0.5604, IoU.painting: 0.5723, IoU.sofa: 0.5895, IoU.shelf: 0.3130, IoU.house: 0.4140, IoU.sea: 0.5514, IoU.mirror: 0.4152, IoU.rug: 0.4659, IoU.field: 0.3208, IoU.armchair: 0.3369, IoU.seat: 0.5639, IoU.fence: 0.3570, IoU.desk: 0.3375, IoU.rock: 0.4510, IoU.wardrobe: 0.4484, IoU.lamp: 0.4725, IoU.bathtub: 0.5502, IoU.railing: 0.2958, IoU.cushion: 0.4483, IoU.base: 0.1318, IoU.box: 0.2006, IoU.column: 0.3344, IoU.signboard: 0.2909, IoU.chest of drawers: 0.3567, IoU.counter: 0.3219, IoU.sand: 0.4918, IoU.sink: 0.5830, IoU.skyscraper: 0.5225, IoU.fireplace: 0.5999, IoU.refrigerator: 0.5438, IoU.grandstand: 0.4012, IoU.path: 0.1825, IoU.stairs: 0.2799, IoU.runway: 0.6362, IoU.case: 0.3991, IoU.pool table: 0.8487, IoU.pillow: 0.4651, IoU.screen door: 0.3844, IoU.stairway: 0.3347, IoU.river: 0.0835, IoU.bridge: 0.4217, IoU.bookcase: 0.3385, IoU.blind: 0.3049, IoU.coffee table: 0.5001, IoU.toilet: 0.7209, IoU.flower: 0.3072, IoU.book: 0.4358, IoU.hill: 0.1245, IoU.bench: 0.3949, IoU.countertop: 0.4514, IoU.stove: 0.5733, IoU.palm: 0.4705, IoU.kitchen island: 0.2831, IoU.computer: 0.6445, IoU.swivel chair: 0.3500, IoU.boat: 0.4400, IoU.bar: 0.4796, IoU.arcade machine: 0.4689, IoU.hovel: 0.4276, IoU.bus: 0.8212, IoU.towel: 0.5493, IoU.light: 0.3077, IoU.truck: 0.2663, IoU.tower: 0.1984, IoU.chandelier: 0.5724, IoU.awning: 0.2339, IoU.streetlight: 0.1718, IoU.booth: 0.3161, IoU.television receiver: 0.5673, IoU.airplane: 0.4983, IoU.dirt track: 0.0447, IoU.apparel: 0.2993, IoU.pole: 0.1468, IoU.land: 0.0423, IoU.bannister: 0.0686, IoU.escalator: 0.5077, IoU.ottoman: 0.2749, IoU.bottle: 0.2574, IoU.buffet: 0.3737, IoU.poster: 0.0577, IoU.stage: 0.1486, IoU.van: 0.2769, IoU.ship: 0.0877, IoU.fountain: 0.2189, IoU.conveyer belt: 0.6493, IoU.canopy: 0.3352, IoU.washer: 0.7590, IoU.plaything: 0.1844, IoU.swimming pool: 0.5395, IoU.stool: 0.2696, IoU.barrel: 0.2642, IoU.basket: 0.2935, IoU.waterfall: 0.4993, IoU.tent: 0.8230, IoU.bag: 0.0867, IoU.minibike: 0.6588, IoU.cradle: 0.6534, IoU.oven: 0.3487, IoU.ball: 0.4957, IoU.food: 0.4281, IoU.step: 0.0197, IoU.tank: 0.4702, IoU.trade name: 0.1864, IoU.microwave: 0.7535, IoU.pot: 0.2420, IoU.animal: 0.5300, IoU.bicycle: 0.5547, IoU.lake: 0.2400, IoU.dishwasher: 0.3794, IoU.screen: 0.5742, IoU.blanket: 0.0922, IoU.sculpture: 0.4164, IoU.hood: 0.3847, IoU.sconce: 0.2167, IoU.vase: 0.2387, IoU.traffic light: 0.2552, IoU.tray: 0.0885, IoU.ashcan: 0.3256, IoU.fan: 0.4570, IoU.pier: 0.3050, IoU.crt screen: 0.0438, IoU.plate: 0.5205, IoU.monitor: 0.1786, IoU.bulletin board: 0.3635, IoU.shower: 0.0098, IoU.radiator: 0.5568, IoU.glass: 0.1262, IoU.clock: 0.1966, IoU.flag: 0.3348, Acc.wall: 0.8266, Acc.building: 0.8946, Acc.sky: 0.9485, Acc.floor: 0.8655, Acc.tree: 0.8368, Acc.ceiling: 0.8409, Acc.road: 0.8676, Acc.bed : 0.9390, Acc.windowpane: 0.6995, Acc.grass: 0.7656, Acc.cabinet: 0.6302, Acc.sidewalk: 0.6900, Acc.person: 0.8776, Acc.earth: 0.4984, Acc.door: 0.3910, Acc.table: 0.6386, Acc.mountain: 0.6849, Acc.plant: 0.5863, Acc.curtain: 0.7714, Acc.chair: 0.6191, Acc.car: 0.8997, Acc.water: 0.7526, Acc.painting: 0.7427, Acc.sofa: 0.8083, Acc.shelf: 0.4449, Acc.house: 0.5786, Acc.sea: 0.6911, Acc.mirror: 0.5143, Acc.rug: 0.5232, Acc.field: 0.5812, Acc.armchair: 0.4894, Acc.seat: 0.7713, Acc.fence: 0.4878, Acc.desk: 0.5410, Acc.rock: 0.7090, Acc.wardrobe: 0.6162, Acc.lamp: 0.6088, Acc.bathtub: 0.7453, Acc.railing: 0.4165, Acc.cushion: 0.6026, Acc.base: 0.2092, Acc.box: 0.2664, Acc.column: 0.4062, Acc.signboard: 0.4124, Acc.chest of drawers: 0.5547, Acc.counter: 0.4621, Acc.sand: 0.6747, Acc.sink: 0.6624, Acc.skyscraper: 0.6863, Acc.fireplace: 0.7586, Acc.refrigerator: 0.6768, Acc.grandstand: 0.7162, Acc.path: 0.2654, Acc.stairs: 0.3646, Acc.runway: 0.8299, Acc.case: 0.6035, Acc.pool table: 0.9643, Acc.pillow: 0.5394, Acc.screen door: 0.5044, Acc.stairway: 0.4399, Acc.river: 0.1816, Acc.bridge: 0.5228, Acc.bookcase: 0.5130, Acc.blind: 0.3443, Acc.coffee table: 0.7391, Acc.toilet: 0.8592, Acc.flower: 0.4755, Acc.book: 0.6197, Acc.hill: 0.1992, Acc.bench: 0.4570, Acc.countertop: 0.6368, Acc.stove: 0.6857, Acc.palm: 0.6430, Acc.kitchen island: 0.6418, Acc.computer: 0.8115, Acc.swivel chair: 0.5447, Acc.boat: 0.5163, Acc.bar: 0.5916, Acc.arcade machine: 0.5298, Acc.hovel: 0.4817, Acc.bus: 0.8964, Acc.towel: 0.6959, Acc.light: 0.3507, Acc.truck: 0.3751, Acc.tower: 0.3298, Acc.chandelier: 0.7240, Acc.awning: 0.3020, Acc.streetlight: 0.2195, Acc.booth: 0.3907, Acc.television receiver: 0.6993, Acc.airplane: 0.6160, Acc.dirt track: 0.1839, Acc.apparel: 0.4295, Acc.pole: 0.1894, Acc.land: 0.0737, Acc.bannister: 0.0885, Acc.escalator: 0.7062, Acc.ottoman: 0.3733, Acc.bottle: 0.3332, Acc.buffet: 0.4984, Acc.poster: 0.0665, Acc.stage: 0.2333, Acc.van: 0.3750, Acc.ship: 0.1228, Acc.fountain: 0.2322, Acc.conveyer belt: 0.9032, Acc.canopy: 0.4541, Acc.washer: 0.8638, Acc.plaything: 0.2934, Acc.swimming pool: 0.6996, Acc.stool: 0.3404, Acc.barrel: 0.4885, Acc.basket: 0.3959, Acc.waterfall: 0.5661, Acc.tent: 0.9939, Acc.bag: 0.0982, Acc.minibike: 0.8071, Acc.cradle: 0.8467, Acc.oven: 0.4951, Acc.ball: 0.6812, Acc.food: 0.4785, Acc.step: 0.0233, Acc.tank: 0.5772, Acc.trade name: 0.2074, Acc.microwave: 0.8632, Acc.pot: 0.2667, Acc.animal: 0.5737, Acc.bicycle: 0.7874, Acc.lake: 0.2682, Acc.dishwasher: 0.4580, Acc.screen: 0.8131, Acc.blanket: 0.1026, Acc.sculpture: 0.5092, Acc.hood: 0.4293, Acc.sconce: 0.2542, Acc.vase: 0.3521, Acc.traffic light: 0.4058, Acc.tray: 0.1176, Acc.ashcan: 0.4502, Acc.fan: 0.5802, Acc.pier: 0.4386, Acc.crt screen: 0.1018, Acc.plate: 0.6640, Acc.monitor: 0.2032, Acc.bulletin board: 0.4574, Acc.shower: 0.0156, Acc.radiator: 0.6122, Acc.glass: 0.1353, Acc.clock: 0.2482, Acc.flag: 0.3929