2024-01-03 09:39:42,954 - mmseg - INFO - Multi-processing start method is `None` 2024-01-03 09:39:42,964 - mmseg - INFO - OpenCV num_threads is `112 2024-01-03 09:39:42,965 - mmseg - INFO - OMP num threads is 1 2024-01-03 09:39:43,237 - 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+095b861 ------------------------------------------------------------ 2024-01-03 09:39:43,238 - mmseg - INFO - Distributed training: True 2024-01-03 09:39:43,238 - 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_224.mae'} 2024-01-03 09:39:46,043 - mmseg - INFO - Set random seed to 1762965803, deterministic: False 2024-01-03 09:39:48,493 - mmseg - INFO - _IncompatibleKeys(missing_keys=['vit.model.cls_token', 'vit.model.pos_embed', 'vit.model.patch_embed.proj.weight', 'vit.model.patch_embed.proj.bias', 'vit.model.blocks.0.norm1.weight', 'vit.model.blocks.0.norm1.bias', 'vit.model.blocks.0.attn.qkv.weight', 'vit.model.blocks.0.attn.qkv.bias', 'vit.model.blocks.0.attn.proj.weight', 'vit.model.blocks.0.attn.proj.bias', 'vit.model.blocks.0.norm2.weight', 'vit.model.blocks.0.norm2.bias', 'vit.model.blocks.0.mlp.fc1.weight', 'vit.model.blocks.0.mlp.fc1.bias', 'vit.model.blocks.0.mlp.fc2.weight', 'vit.model.blocks.0.mlp.fc2.bias', 'vit.model.blocks.1.norm1.weight', 'vit.model.blocks.1.norm1.bias', 'vit.model.blocks.1.attn.qkv.weight', 'vit.model.blocks.1.attn.qkv.bias', 'vit.model.blocks.1.attn.proj.weight', 'vit.model.blocks.1.attn.proj.bias', 'vit.model.blocks.1.norm2.weight', 'vit.model.blocks.1.norm2.bias', 'vit.model.blocks.1.mlp.fc1.weight', 'vit.model.blocks.1.mlp.fc1.bias', 'vit.model.blocks.1.mlp.fc2.weight', 'vit.model.blocks.1.mlp.fc2.bias', 'vit.model.blocks.2.norm1.weight', 'vit.model.blocks.2.norm1.bias', 'vit.model.blocks.2.attn.qkv.weight', 'vit.model.blocks.2.attn.qkv.bias', 'vit.model.blocks.2.attn.proj.weight', 'vit.model.blocks.2.attn.proj.bias', 'vit.model.blocks.2.norm2.weight', 'vit.model.blocks.2.norm2.bias', 'vit.model.blocks.2.mlp.fc1.weight', 'vit.model.blocks.2.mlp.fc1.bias', 'vit.model.blocks.2.mlp.fc2.weight', 'vit.model.blocks.2.mlp.fc2.bias', 'vit.model.blocks.3.norm1.weight', 'vit.model.blocks.3.norm1.bias', 'vit.model.blocks.3.attn.qkv.weight', 'vit.model.blocks.3.attn.qkv.bias', 'vit.model.blocks.3.attn.proj.weight', 'vit.model.blocks.3.attn.proj.bias', 'vit.model.blocks.3.norm2.weight', 'vit.model.blocks.3.norm2.bias', 'vit.model.blocks.3.mlp.fc1.weight', 'vit.model.blocks.3.mlp.fc1.bias', 'vit.model.blocks.3.mlp.fc2.weight', 'vit.model.blocks.3.mlp.fc2.bias', 'vit.model.blocks.4.norm1.weight', 'vit.model.blocks.4.norm1.bias', 'vit.model.blocks.4.attn.qkv.weight', 'vit.model.blocks.4.attn.qkv.bias', 'vit.model.blocks.4.attn.proj.weight', 'vit.model.blocks.4.attn.proj.bias', 'vit.model.blocks.4.norm2.weight', 'vit.model.blocks.4.norm2.bias', 'vit.model.blocks.4.mlp.fc1.weight', 'vit.model.blocks.4.mlp.fc1.bias', 'vit.model.blocks.4.mlp.fc2.weight', 'vit.model.blocks.4.mlp.fc2.bias', 'vit.model.blocks.5.norm1.weight', 'vit.model.blocks.5.norm1.bias', 'vit.model.blocks.5.attn.qkv.weight', 'vit.model.blocks.5.attn.qkv.bias', 'vit.model.blocks.5.attn.proj.weight', 'vit.model.blocks.5.attn.proj.bias', 'vit.model.blocks.5.norm2.weight', 'vit.model.blocks.5.norm2.bias', 'vit.model.blocks.5.mlp.fc1.weight', 'vit.model.blocks.5.mlp.fc1.bias', 'vit.model.blocks.5.mlp.fc2.weight', 'vit.model.blocks.5.mlp.fc2.bias', 'vit.model.blocks.6.norm1.weight', 'vit.model.blocks.6.norm1.bias', 'vit.model.blocks.6.attn.qkv.weight', 'vit.model.blocks.6.attn.qkv.bias', 'vit.model.blocks.6.attn.proj.weight', 'vit.model.blocks.6.attn.proj.bias', 'vit.model.blocks.6.norm2.weight', 'vit.model.blocks.6.norm2.bias', 'vit.model.blocks.6.mlp.fc1.weight', 'vit.model.blocks.6.mlp.fc1.bias', 'vit.model.blocks.6.mlp.fc2.weight', 'vit.model.blocks.6.mlp.fc2.bias', 'vit.model.blocks.7.norm1.weight', 'vit.model.blocks.7.norm1.bias', 'vit.model.blocks.7.attn.qkv.weight', 'vit.model.blocks.7.attn.qkv.bias', 'vit.model.blocks.7.attn.proj.weight', 'vit.model.blocks.7.attn.proj.bias', 'vit.model.blocks.7.norm2.weight', 'vit.model.blocks.7.norm2.bias', 'vit.model.blocks.7.mlp.fc1.weight', 'vit.model.blocks.7.mlp.fc1.bias', 'vit.model.blocks.7.mlp.fc2.weight', 'vit.model.blocks.7.mlp.fc2.bias', 'vit.model.blocks.8.norm1.weight', 'vit.model.blocks.8.norm1.bias', 'vit.model.blocks.8.attn.qkv.weight', 'vit.model.blocks.8.attn.qkv.bias', 'vit.model.blocks.8.attn.proj.weight', 'vit.model.blocks.8.attn.proj.bias', 'vit.model.blocks.8.norm2.weight', 'vit.model.blocks.8.norm2.bias', 'vit.model.blocks.8.mlp.fc1.weight', 'vit.model.blocks.8.mlp.fc1.bias', 'vit.model.blocks.8.mlp.fc2.weight', 'vit.model.blocks.8.mlp.fc2.bias', 'vit.model.blocks.9.norm1.weight', 'vit.model.blocks.9.norm1.bias', 'vit.model.blocks.9.attn.qkv.weight', 'vit.model.blocks.9.attn.qkv.bias', 'vit.model.blocks.9.attn.proj.weight', 'vit.model.blocks.9.attn.proj.bias', 'vit.model.blocks.9.norm2.weight', 'vit.model.blocks.9.norm2.bias', 'vit.model.blocks.9.mlp.fc1.weight', 'vit.model.blocks.9.mlp.fc1.bias', 'vit.model.blocks.9.mlp.fc2.weight', 'vit.model.blocks.9.mlp.fc2.bias', 'vit.model.blocks.10.norm1.weight', 'vit.model.blocks.10.norm1.bias', 'vit.model.blocks.10.attn.qkv.weight', 'vit.model.blocks.10.attn.qkv.bias', 'vit.model.blocks.10.attn.proj.weight', 'vit.model.blocks.10.attn.proj.bias', 'vit.model.blocks.10.norm2.weight', 'vit.model.blocks.10.norm2.bias', 'vit.model.blocks.10.mlp.fc1.weight', 'vit.model.blocks.10.mlp.fc1.bias', 'vit.model.blocks.10.mlp.fc2.weight', 'vit.model.blocks.10.mlp.fc2.bias', 'vit.model.blocks.11.norm1.weight', 'vit.model.blocks.11.norm1.bias', 'vit.model.blocks.11.attn.qkv.weight', 'vit.model.blocks.11.attn.qkv.bias', 'vit.model.blocks.11.attn.proj.weight', 'vit.model.blocks.11.attn.proj.bias', 'vit.model.blocks.11.norm2.weight', 'vit.model.blocks.11.norm2.bias', 'vit.model.blocks.11.mlp.fc1.weight', 'vit.model.blocks.11.mlp.fc1.bias', 'vit.model.blocks.11.mlp.fc2.weight', 'vit.model.blocks.11.mlp.fc2.bias', 'vit.model.norm.weight', 'vit.model.norm.bias'], unexpected_keys=[]) 2024-01-03 09:39:48,495 - mmseg - INFO - pos_embed loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.norm1.weight loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.norm1.bias loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.attn.qkv.weight loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.attn.qkv.bias loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.attn.proj.weight loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.attn.proj.bias loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.norm2.weight loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.norm2.bias loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.mlp.fc1.weight loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.mlp.fc1.bias loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.mlp.fc2.weight loaded 2024-01-03 09:39:48,495 - mmseg - INFO - denoiser.mlp.fc2.bias loaded 2024-01-03 09:39:48,517 - 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 09:39:48,523 - 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 09:39:48,759 - mmseg - INFO - Loaded 20210 images 2024-01-03 09:39:51,958 - mmseg - INFO - Loaded 2000 images 2024-01-03 09:39:51,961 - mmseg - INFO - Start running, host: root, work_dir: ./work_dirs/segmentation_eval/ade20k/voc10k_distilled/vit_base_patch16_224.mae 2024-01-03 09:39:51,961 - 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 09:39:51,961 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters 2024-01-03 09:39:51,963 - mmseg - INFO - Checkpoints will be saved to ./work_dirs/segmentation_eval/ade20k/voc10k_distilled/vit_base_patch16_224.mae by HardDiskBackend. 2024-01-03 09:40:22,510 - mmseg - INFO - Iter [50/40000] lr: 3.263e-05, eta: 1:42:40, time: 0.154, data_time: 0.005, memory: 1396, decode.loss_ce: 4.0137, decode.acc_seg: 1.7290, loss: 4.0137 2024-01-03 09:40:27,639 - mmseg - INFO - Iter [100/40000] lr: 6.584e-05, eta: 1:25:23, time: 0.103, data_time: 0.003, memory: 1396, decode.loss_ce: 3.9004, decode.acc_seg: 8.3967, loss: 3.9004 2024-01-03 09:40:32,639 - mmseg - INFO - Iter [150/40000] lr: 9.896e-05, eta: 1:18:59, time: 0.100, data_time: 0.003, memory: 1396, decode.loss_ce: 3.6542, decode.acc_seg: 22.1508, loss: 3.6542 2024-01-03 09:40:37,627 - mmseg - INFO - Iter [200/40000] lr: 1.320e-04, eta: 1:15:42, time: 0.100, data_time: 0.003, memory: 1396, decode.loss_ce: 3.3587, decode.acc_seg: 30.7372, loss: 3.3587 2024-01-03 09:40:42,560 - mmseg - INFO - Iter [250/40000] lr: 1.650e-04, eta: 1:13:33, time: 0.099, data_time: 0.003, memory: 1396, decode.loss_ce: 2.9804, decode.acc_seg: 36.0308, loss: 2.9804 2024-01-03 09:40:47,465 - mmseg - INFO - Iter [300/40000] lr: 1.978e-04, eta: 1:12:02, time: 0.098, data_time: 0.003, memory: 1396, decode.loss_ce: 2.6621, decode.acc_seg: 36.4736, loss: 2.6621 2024-01-03 09:40:52,424 - mmseg - INFO - Iter [350/40000] lr: 2.306e-04, eta: 1:11:02, time: 0.099, data_time: 0.004, memory: 1396, decode.loss_ce: 2.3545, decode.acc_seg: 40.6099, loss: 2.3545 2024-01-03 09:40:57,483 - mmseg - INFO - Iter [400/40000] lr: 2.633e-04, eta: 1:10:25, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 2.1888, decode.acc_seg: 43.1856, loss: 2.1888 2024-01-03 09:41:02,531 - mmseg - INFO - Iter [450/40000] lr: 2.960e-04, eta: 1:09:55, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 2.1188, decode.acc_seg: 43.5747, loss: 2.1188 2024-01-03 09:41:07,604 - mmseg - INFO - Iter [500/40000] lr: 3.285e-04, eta: 1:09:31, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.9334, decode.acc_seg: 45.8546, loss: 1.9334 2024-01-03 09:41:12,690 - mmseg - INFO - Iter [550/40000] lr: 3.610e-04, eta: 1:09:12, time: 0.102, data_time: 0.004, memory: 1396, decode.loss_ce: 1.8413, decode.acc_seg: 48.2814, loss: 1.8413 2024-01-03 09:41:17,787 - mmseg - INFO - Iter [600/40000] lr: 3.934e-04, eta: 1:08:56, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.8700, decode.acc_seg: 47.6245, loss: 1.8700 2024-01-03 09:41:22,882 - mmseg - INFO - Iter [650/40000] lr: 4.256e-04, eta: 1:08:41, time: 0.102, data_time: 0.004, memory: 1396, decode.loss_ce: 1.7829, decode.acc_seg: 47.5645, loss: 1.7829 2024-01-03 09:41:27,997 - mmseg - INFO - Iter [700/40000] lr: 4.579e-04, eta: 1:08:29, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.7300, decode.acc_seg: 49.2485, loss: 1.7300 2024-01-03 09:41:33,105 - mmseg - INFO - Iter [750/40000] lr: 4.900e-04, eta: 1:08:17, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.7539, decode.acc_seg: 49.3491, loss: 1.7539 2024-01-03 09:41:38,204 - mmseg - INFO - Iter [800/40000] lr: 5.220e-04, eta: 1:08:06, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.7304, decode.acc_seg: 50.5214, loss: 1.7304 2024-01-03 09:41:43,307 - mmseg - INFO - Iter [850/40000] lr: 5.540e-04, eta: 1:07:56, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.6953, decode.acc_seg: 50.3838, loss: 1.6953 2024-01-03 09:41:48,413 - mmseg - INFO - Iter [900/40000] lr: 5.859e-04, eta: 1:07:46, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.5975, decode.acc_seg: 51.7949, loss: 1.5975 2024-01-03 09:41:53,517 - mmseg - INFO - Iter [950/40000] lr: 6.177e-04, eta: 1:07:37, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.5977, decode.acc_seg: 52.0536, loss: 1.5977 2024-01-03 09:41:58,611 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:41:58,612 - mmseg - INFO - Iter [1000/40000] lr: 6.494e-04, eta: 1:07:28, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.5810, decode.acc_seg: 53.6619, loss: 1.5810 2024-01-03 09:42:03,709 - mmseg - INFO - Iter [1050/40000] lr: 6.810e-04, eta: 1:07:19, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.5815, decode.acc_seg: 52.4140, loss: 1.5815 2024-01-03 09:42:08,808 - mmseg - INFO - Iter [1100/40000] lr: 7.125e-04, eta: 1:07:11, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.5556, decode.acc_seg: 52.8817, loss: 1.5556 2024-01-03 09:42:13,902 - mmseg - INFO - Iter [1150/40000] lr: 7.440e-04, eta: 1:07:03, time: 0.102, data_time: 0.004, memory: 1396, decode.loss_ce: 1.5157, decode.acc_seg: 54.0221, loss: 1.5157 2024-01-03 09:42:18,998 - mmseg - INFO - Iter [1200/40000] lr: 7.754e-04, eta: 1:06:55, time: 0.102, data_time: 0.004, memory: 1396, decode.loss_ce: 1.5341, decode.acc_seg: 53.3392, loss: 1.5341 2024-01-03 09:42:24,098 - mmseg - INFO - Iter [1250/40000] lr: 8.067e-04, eta: 1:06:48, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.5289, decode.acc_seg: 53.7309, loss: 1.5289 2024-01-03 09:42:31,543 - mmseg - INFO - Iter [1300/40000] lr: 8.379e-04, eta: 1:07:50, time: 0.149, data_time: 0.046, memory: 1396, decode.loss_ce: 1.5013, decode.acc_seg: 54.3277, loss: 1.5013 2024-01-03 09:42:36,638 - mmseg - INFO - Iter [1350/40000] lr: 8.690e-04, eta: 1:07:40, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4141, decode.acc_seg: 56.8888, loss: 1.4141 2024-01-03 09:42:41,725 - mmseg - INFO - Iter [1400/40000] lr: 9.000e-04, eta: 1:07:30, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4860, decode.acc_seg: 55.1344, loss: 1.4860 2024-01-03 09:42:46,962 - mmseg - INFO - Iter [1450/40000] lr: 9.310e-04, eta: 1:07:25, time: 0.105, data_time: 0.003, memory: 1396, decode.loss_ce: 1.5092, decode.acc_seg: 53.6220, loss: 1.5092 2024-01-03 09:42:52,054 - mmseg - INFO - Iter [1500/40000] lr: 9.619e-04, eta: 1:07:16, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.5395, decode.acc_seg: 53.4459, loss: 1.5395 2024-01-03 09:42:57,151 - mmseg - INFO - Iter [1550/40000] lr: 9.613e-04, eta: 1:07:07, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4823, decode.acc_seg: 53.4787, loss: 1.4823 2024-01-03 09:43:02,244 - mmseg - INFO - Iter [1600/40000] lr: 9.600e-04, eta: 1:06:58, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4160, decode.acc_seg: 55.8518, loss: 1.4160 2024-01-03 09:43:07,341 - mmseg - INFO - Iter [1650/40000] lr: 9.588e-04, eta: 1:06:50, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4384, decode.acc_seg: 55.0314, loss: 1.4384 2024-01-03 09:43:12,434 - mmseg - INFO - Iter [1700/40000] lr: 9.575e-04, eta: 1:06:41, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4307, decode.acc_seg: 55.9115, loss: 1.4307 2024-01-03 09:43:17,534 - mmseg - INFO - Iter [1750/40000] lr: 9.563e-04, eta: 1:06:33, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.5160, decode.acc_seg: 53.3511, loss: 1.5160 2024-01-03 09:43:22,634 - mmseg - INFO - Iter [1800/40000] lr: 9.550e-04, eta: 1:06:26, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4279, decode.acc_seg: 55.9134, loss: 1.4279 2024-01-03 09:43:27,728 - mmseg - INFO - Iter [1850/40000] lr: 9.538e-04, eta: 1:06:18, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4107, decode.acc_seg: 55.9247, loss: 1.4107 2024-01-03 09:43:32,822 - mmseg - INFO - Iter [1900/40000] lr: 9.525e-04, eta: 1:06:10, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3642, decode.acc_seg: 57.2899, loss: 1.3642 2024-01-03 09:43:37,915 - mmseg - INFO - Iter [1950/40000] lr: 9.513e-04, eta: 1:06:03, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4179, decode.acc_seg: 55.4655, loss: 1.4179 2024-01-03 09:43:43,013 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:43:43,013 - mmseg - INFO - Iter [2000/40000] lr: 9.500e-04, eta: 1:05:55, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4419, decode.acc_seg: 55.3364, loss: 1.4419 2024-01-03 09:43:48,104 - mmseg - INFO - Iter [2050/40000] lr: 9.488e-04, eta: 1:05:48, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4082, decode.acc_seg: 56.3084, loss: 1.4082 2024-01-03 09:43:53,202 - mmseg - INFO - Iter [2100/40000] lr: 9.475e-04, eta: 1:05:41, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4183, decode.acc_seg: 56.3286, loss: 1.4183 2024-01-03 09:43:58,296 - mmseg - INFO - Iter [2150/40000] lr: 9.463e-04, eta: 1:05:34, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3934, decode.acc_seg: 56.1935, loss: 1.3934 2024-01-03 09:44:03,386 - mmseg - INFO - Iter [2200/40000] lr: 9.450e-04, eta: 1:05:27, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3851, decode.acc_seg: 56.4555, loss: 1.3851 2024-01-03 09:44:08,482 - mmseg - INFO - Iter [2250/40000] lr: 9.438e-04, eta: 1:05:20, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4189, decode.acc_seg: 56.7306, loss: 1.4189 2024-01-03 09:44:13,584 - mmseg - INFO - Iter [2300/40000] lr: 9.425e-04, eta: 1:05:13, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4468, decode.acc_seg: 55.2036, loss: 1.4468 2024-01-03 09:44:18,679 - mmseg - INFO - Iter [2350/40000] lr: 9.413e-04, eta: 1:05:07, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3699, decode.acc_seg: 57.8881, loss: 1.3699 2024-01-03 09:44:23,775 - mmseg - INFO - Iter [2400/40000] lr: 9.400e-04, eta: 1:05:00, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4811, decode.acc_seg: 54.3515, loss: 1.4811 2024-01-03 09:44:28,873 - mmseg - INFO - Iter [2450/40000] lr: 9.388e-04, eta: 1:04:53, time: 0.102, data_time: 0.004, memory: 1396, decode.loss_ce: 1.2761, decode.acc_seg: 60.0471, loss: 1.2761 2024-01-03 09:44:33,969 - mmseg - INFO - Iter [2500/40000] lr: 9.375e-04, eta: 1:04:47, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.4103, decode.acc_seg: 56.3455, loss: 1.4103 2024-01-03 09:44:41,286 - mmseg - INFO - Iter [2550/40000] lr: 9.363e-04, eta: 1:05:13, time: 0.146, data_time: 0.046, memory: 1396, decode.loss_ce: 1.4029, decode.acc_seg: 55.7987, loss: 1.4029 2024-01-03 09:44:46,377 - mmseg - INFO - Iter [2600/40000] lr: 9.350e-04, eta: 1:05:06, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3884, decode.acc_seg: 56.7230, loss: 1.3884 2024-01-03 09:44:51,472 - mmseg - INFO - Iter [2650/40000] lr: 9.338e-04, eta: 1:04:59, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3880, decode.acc_seg: 56.2840, loss: 1.3880 2024-01-03 09:44:56,560 - mmseg - INFO - Iter [2700/40000] lr: 9.325e-04, eta: 1:04:52, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3121, decode.acc_seg: 57.9144, loss: 1.3121 2024-01-03 09:45:01,731 - mmseg - INFO - Iter [2750/40000] lr: 9.313e-04, eta: 1:04:46, time: 0.103, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3391, decode.acc_seg: 58.2758, loss: 1.3391 2024-01-03 09:45:06,821 - mmseg - INFO - Iter [2800/40000] lr: 9.300e-04, eta: 1:04:39, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3913, decode.acc_seg: 57.3141, loss: 1.3913 2024-01-03 09:45:11,911 - mmseg - INFO - Iter [2850/40000] lr: 9.288e-04, eta: 1:04:32, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3649, decode.acc_seg: 57.8656, loss: 1.3649 2024-01-03 09:45:17,004 - mmseg - INFO - Iter [2900/40000] lr: 9.275e-04, eta: 1:04:26, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3549, decode.acc_seg: 56.2900, loss: 1.3549 2024-01-03 09:45:22,093 - mmseg - INFO - Iter [2950/40000] lr: 9.263e-04, eta: 1:04:19, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2940, decode.acc_seg: 58.1517, loss: 1.2940 2024-01-03 09:45:27,183 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:45:27,183 - mmseg - INFO - Iter [3000/40000] lr: 9.250e-04, eta: 1:04:12, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3183, decode.acc_seg: 57.5011, loss: 1.3183 2024-01-03 09:45:32,281 - mmseg - INFO - Iter [3050/40000] lr: 9.238e-04, eta: 1:04:06, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3767, decode.acc_seg: 56.9389, loss: 1.3767 2024-01-03 09:45:37,372 - mmseg - INFO - Iter [3100/40000] lr: 9.225e-04, eta: 1:03:59, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2718, decode.acc_seg: 58.6755, loss: 1.2718 2024-01-03 09:45:42,461 - mmseg - INFO - Iter [3150/40000] lr: 9.213e-04, eta: 1:03:53, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3579, decode.acc_seg: 56.3670, loss: 1.3579 2024-01-03 09:45:47,551 - mmseg - INFO - Iter [3200/40000] lr: 9.200e-04, eta: 1:03:46, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2949, decode.acc_seg: 58.8828, loss: 1.2949 2024-01-03 09:45:52,642 - mmseg - INFO - Iter [3250/40000] lr: 9.188e-04, eta: 1:03:40, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3675, decode.acc_seg: 56.2205, loss: 1.3675 2024-01-03 09:45:57,735 - mmseg - INFO - Iter [3300/40000] lr: 9.175e-04, eta: 1:03:33, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3399, decode.acc_seg: 57.2351, loss: 1.3399 2024-01-03 09:46:02,826 - mmseg - INFO - Iter [3350/40000] lr: 9.163e-04, eta: 1:03:27, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3527, decode.acc_seg: 56.8592, loss: 1.3527 2024-01-03 09:46:07,916 - mmseg - INFO - Iter [3400/40000] lr: 9.150e-04, eta: 1:03:21, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3504, decode.acc_seg: 57.4150, loss: 1.3504 2024-01-03 09:46:13,009 - mmseg - INFO - Iter [3450/40000] lr: 9.138e-04, eta: 1:03:14, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3192, decode.acc_seg: 57.5662, loss: 1.3192 2024-01-03 09:46:18,135 - mmseg - INFO - Iter [3500/40000] lr: 9.125e-04, eta: 1:03:08, time: 0.103, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3442, decode.acc_seg: 56.6635, loss: 1.3442 2024-01-03 09:46:23,223 - mmseg - INFO - Iter [3550/40000] lr: 9.113e-04, eta: 1:03:02, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3356, decode.acc_seg: 58.0898, loss: 1.3356 2024-01-03 09:46:28,325 - mmseg - INFO - Iter [3600/40000] lr: 9.100e-04, eta: 1:02:56, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3134, decode.acc_seg: 57.7967, loss: 1.3134 2024-01-03 09:46:33,412 - mmseg - INFO - Iter [3650/40000] lr: 9.088e-04, eta: 1:02:50, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3425, decode.acc_seg: 56.9391, loss: 1.3425 2024-01-03 09:46:38,512 - mmseg - INFO - Iter [3700/40000] lr: 9.075e-04, eta: 1:02:44, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3184, decode.acc_seg: 58.2223, loss: 1.3184 2024-01-03 09:46:43,605 - mmseg - INFO - Iter [3750/40000] lr: 9.063e-04, eta: 1:02:38, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3906, decode.acc_seg: 57.0484, loss: 1.3906 2024-01-03 09:46:51,048 - mmseg - INFO - Iter [3800/40000] lr: 9.050e-04, eta: 1:02:54, time: 0.149, data_time: 0.048, memory: 1396, decode.loss_ce: 1.3288, decode.acc_seg: 58.2376, loss: 1.3288 2024-01-03 09:46:56,134 - mmseg - INFO - Iter [3850/40000] lr: 9.038e-04, eta: 1:02:48, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2998, decode.acc_seg: 58.8204, loss: 1.2998 2024-01-03 09:47:01,216 - mmseg - INFO - Iter [3900/40000] lr: 9.025e-04, eta: 1:02:41, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3096, decode.acc_seg: 58.2179, loss: 1.3096 2024-01-03 09:47:06,302 - mmseg - INFO - Iter [3950/40000] lr: 9.013e-04, eta: 1:02:35, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3608, decode.acc_seg: 57.0709, loss: 1.3608 2024-01-03 09:47:11,388 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:47:11,388 - mmseg - INFO - Iter [4000/40000] lr: 9.000e-04, eta: 1:02:29, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3135, decode.acc_seg: 57.5251, loss: 1.3135 2024-01-03 09:47:16,478 - mmseg - INFO - Iter [4050/40000] lr: 8.988e-04, eta: 1:02:22, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3055, decode.acc_seg: 58.7278, loss: 1.3055 2024-01-03 09:47:21,564 - mmseg - INFO - Iter [4100/40000] lr: 8.975e-04, eta: 1:02:16, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2898, decode.acc_seg: 58.9589, loss: 1.2898 2024-01-03 09:47:26,651 - mmseg - INFO - Iter [4150/40000] lr: 8.963e-04, eta: 1:02:10, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3005, decode.acc_seg: 58.1707, loss: 1.3005 2024-01-03 09:47:31,776 - mmseg - INFO - Iter [4200/40000] lr: 8.950e-04, eta: 1:02:04, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3353, decode.acc_seg: 57.1385, loss: 1.3353 2024-01-03 09:47:36,865 - mmseg - INFO - Iter [4250/40000] lr: 8.938e-04, eta: 1:01:58, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3550, decode.acc_seg: 57.2845, loss: 1.3550 2024-01-03 09:47:41,951 - mmseg - INFO - Iter [4300/40000] lr: 8.925e-04, eta: 1:01:52, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2906, decode.acc_seg: 58.5933, loss: 1.2906 2024-01-03 09:47:47,036 - mmseg - INFO - Iter [4350/40000] lr: 8.913e-04, eta: 1:01:46, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2996, decode.acc_seg: 57.8807, loss: 1.2996 2024-01-03 09:47:52,126 - mmseg - INFO - Iter [4400/40000] lr: 8.900e-04, eta: 1:01:40, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3078, decode.acc_seg: 58.3927, loss: 1.3078 2024-01-03 09:47:57,211 - mmseg - INFO - Iter [4450/40000] lr: 8.888e-04, eta: 1:01:33, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2303, decode.acc_seg: 60.6381, loss: 1.2303 2024-01-03 09:48:02,294 - mmseg - INFO - Iter [4500/40000] lr: 8.875e-04, eta: 1:01:27, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2964, decode.acc_seg: 59.2639, loss: 1.2964 2024-01-03 09:48:07,382 - mmseg - INFO - Iter [4550/40000] lr: 8.863e-04, eta: 1:01:21, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2644, decode.acc_seg: 59.0420, loss: 1.2644 2024-01-03 09:48:12,472 - mmseg - INFO - Iter [4600/40000] lr: 8.850e-04, eta: 1:01:15, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3202, decode.acc_seg: 57.7017, loss: 1.3202 2024-01-03 09:48:17,562 - mmseg - INFO - Iter [4650/40000] lr: 8.838e-04, eta: 1:01:09, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2770, decode.acc_seg: 58.6239, loss: 1.2770 2024-01-03 09:48:22,652 - mmseg - INFO - Iter [4700/40000] lr: 8.825e-04, eta: 1:01:03, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3011, decode.acc_seg: 58.2577, loss: 1.3011 2024-01-03 09:48:27,748 - mmseg - INFO - Iter [4750/40000] lr: 8.813e-04, eta: 1:00:58, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3622, decode.acc_seg: 56.9513, loss: 1.3622 2024-01-03 09:48:32,843 - mmseg - INFO - Iter [4800/40000] lr: 8.800e-04, eta: 1:00:52, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2996, decode.acc_seg: 59.1351, loss: 1.2996 2024-01-03 09:48:37,937 - mmseg - INFO - Iter [4850/40000] lr: 8.788e-04, eta: 1:00:46, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2876, decode.acc_seg: 57.8784, loss: 1.2876 2024-01-03 09:48:43,029 - mmseg - INFO - Iter [4900/40000] lr: 8.775e-04, eta: 1:00:40, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3390, decode.acc_seg: 58.5732, loss: 1.3390 2024-01-03 09:48:48,120 - mmseg - INFO - Iter [4950/40000] lr: 8.763e-04, eta: 1:00:34, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3181, decode.acc_seg: 56.7523, loss: 1.3181 2024-01-03 09:48:53,214 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:48:53,214 - mmseg - INFO - Iter [5000/40000] lr: 8.750e-04, eta: 1:00:28, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3645, decode.acc_seg: 56.6655, loss: 1.3645 2024-01-03 09:48:58,300 - mmseg - INFO - Iter [5050/40000] lr: 8.738e-04, eta: 1:00:22, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3274, decode.acc_seg: 57.6133, loss: 1.3274 2024-01-03 09:49:05,595 - mmseg - INFO - Iter [5100/40000] lr: 8.725e-04, eta: 1:00:32, time: 0.146, data_time: 0.046, memory: 1396, decode.loss_ce: 1.2840, decode.acc_seg: 58.4092, loss: 1.2840 2024-01-03 09:49:10,687 - mmseg - INFO - Iter [5150/40000] lr: 8.713e-04, eta: 1:00:26, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2841, decode.acc_seg: 58.1669, loss: 1.2841 2024-01-03 09:49:15,789 - mmseg - INFO - Iter [5200/40000] lr: 8.700e-04, eta: 1:00:20, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2443, decode.acc_seg: 59.0613, loss: 1.2443 2024-01-03 09:49:20,880 - mmseg - INFO - Iter [5250/40000] lr: 8.688e-04, eta: 1:00:14, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2967, decode.acc_seg: 59.2309, loss: 1.2967 2024-01-03 09:49:25,968 - mmseg - INFO - Iter [5300/40000] lr: 8.675e-04, eta: 1:00:08, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2788, decode.acc_seg: 58.8061, loss: 1.2788 2024-01-03 09:49:31,061 - mmseg - INFO - Iter [5350/40000] lr: 8.663e-04, eta: 1:00:02, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2899, decode.acc_seg: 58.6887, loss: 1.2899 2024-01-03 09:49:36,155 - mmseg - INFO - Iter [5400/40000] lr: 8.650e-04, eta: 0:59:56, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2890, decode.acc_seg: 58.3104, loss: 1.2890 2024-01-03 09:49:41,242 - mmseg - INFO - Iter [5450/40000] lr: 8.638e-04, eta: 0:59:50, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3028, decode.acc_seg: 58.0177, loss: 1.3028 2024-01-03 09:49:46,334 - mmseg - INFO - Iter [5500/40000] lr: 8.625e-04, eta: 0:59:44, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3129, decode.acc_seg: 58.0607, loss: 1.3129 2024-01-03 09:49:51,554 - mmseg - INFO - Iter [5550/40000] lr: 8.613e-04, eta: 0:59:39, time: 0.104, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2819, decode.acc_seg: 58.0428, loss: 1.2819 2024-01-03 09:49:56,648 - mmseg - INFO - Iter [5600/40000] lr: 8.600e-04, eta: 0:59:34, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2688, decode.acc_seg: 58.2006, loss: 1.2688 2024-01-03 09:50:01,741 - mmseg - INFO - Iter [5650/40000] lr: 8.588e-04, eta: 0:59:28, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3402, decode.acc_seg: 57.2035, loss: 1.3402 2024-01-03 09:50:06,836 - mmseg - INFO - Iter [5700/40000] lr: 8.575e-04, eta: 0:59:22, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2852, decode.acc_seg: 58.8542, loss: 1.2852 2024-01-03 09:50:12,027 - mmseg - INFO - Iter [5750/40000] lr: 8.563e-04, eta: 0:59:17, time: 0.104, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2224, decode.acc_seg: 60.4619, loss: 1.2224 2024-01-03 09:50:17,121 - mmseg - INFO - Iter [5800/40000] lr: 8.550e-04, eta: 0:59:11, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3159, decode.acc_seg: 57.5625, loss: 1.3159 2024-01-03 09:50:22,208 - mmseg - INFO - Iter [5850/40000] lr: 8.538e-04, eta: 0:59:05, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2904, decode.acc_seg: 58.4086, loss: 1.2904 2024-01-03 09:50:27,297 - mmseg - INFO - Iter [5900/40000] lr: 8.525e-04, eta: 0:58:59, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2493, decode.acc_seg: 60.0602, loss: 1.2493 2024-01-03 09:50:32,389 - mmseg - INFO - Iter [5950/40000] lr: 8.513e-04, eta: 0:58:54, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3049, decode.acc_seg: 58.2444, loss: 1.3049 2024-01-03 09:50:37,480 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:50:37,480 - mmseg - INFO - Iter [6000/40000] lr: 8.500e-04, eta: 0:58:48, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2685, decode.acc_seg: 59.7454, loss: 1.2685 2024-01-03 09:50:42,573 - mmseg - INFO - Iter [6050/40000] lr: 8.488e-04, eta: 0:58:42, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2935, decode.acc_seg: 58.3279, loss: 1.2935 2024-01-03 09:50:47,666 - mmseg - INFO - Iter [6100/40000] lr: 8.475e-04, eta: 0:58:36, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3016, decode.acc_seg: 58.1110, loss: 1.3016 2024-01-03 09:50:52,759 - mmseg - INFO - Iter [6150/40000] lr: 8.463e-04, eta: 0:58:31, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2925, decode.acc_seg: 58.1569, loss: 1.2925 2024-01-03 09:50:57,853 - mmseg - INFO - Iter [6200/40000] lr: 8.450e-04, eta: 0:58:25, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2466, decode.acc_seg: 59.0461, loss: 1.2466 2024-01-03 09:51:02,942 - mmseg - INFO - Iter [6250/40000] lr: 8.438e-04, eta: 0:58:19, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3218, decode.acc_seg: 57.9612, loss: 1.3218 2024-01-03 09:51:08,035 - mmseg - INFO - Iter [6300/40000] lr: 8.425e-04, eta: 0:58:14, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2665, decode.acc_seg: 59.0225, loss: 1.2665 2024-01-03 09:51:15,406 - mmseg - INFO - Iter [6350/40000] lr: 8.413e-04, eta: 0:58:20, time: 0.147, data_time: 0.046, memory: 1396, decode.loss_ce: 1.2597, decode.acc_seg: 60.2723, loss: 1.2597 2024-01-03 09:51:20,505 - mmseg - INFO - Iter [6400/40000] lr: 8.400e-04, eta: 0:58:14, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2103, decode.acc_seg: 59.9274, loss: 1.2103 2024-01-03 09:51:25,604 - mmseg - INFO - Iter [6450/40000] lr: 8.388e-04, eta: 0:58:09, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2222, decode.acc_seg: 59.6387, loss: 1.2222 2024-01-03 09:51:30,691 - mmseg - INFO - Iter [6500/40000] lr: 8.375e-04, eta: 0:58:03, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2966, decode.acc_seg: 58.5447, loss: 1.2966 2024-01-03 09:51:35,784 - mmseg - INFO - Iter [6550/40000] lr: 8.363e-04, eta: 0:57:57, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2319, decode.acc_seg: 59.3694, loss: 1.2319 2024-01-03 09:51:40,873 - mmseg - INFO - Iter [6600/40000] lr: 8.350e-04, eta: 0:57:51, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2723, decode.acc_seg: 59.0062, loss: 1.2723 2024-01-03 09:51:45,966 - mmseg - INFO - Iter [6650/40000] lr: 8.338e-04, eta: 0:57:46, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2732, decode.acc_seg: 59.6297, loss: 1.2732 2024-01-03 09:51:51,056 - mmseg - INFO - Iter [6700/40000] lr: 8.325e-04, eta: 0:57:40, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2616, decode.acc_seg: 59.0448, loss: 1.2616 2024-01-03 09:51:56,143 - mmseg - INFO - Iter [6750/40000] lr: 8.313e-04, eta: 0:57:34, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2650, decode.acc_seg: 59.7256, loss: 1.2650 2024-01-03 09:52:01,238 - mmseg - INFO - Iter [6800/40000] lr: 8.300e-04, eta: 0:57:28, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2958, decode.acc_seg: 58.3878, loss: 1.2958 2024-01-03 09:52:06,496 - mmseg - INFO - Iter [6850/40000] lr: 8.288e-04, eta: 0:57:24, time: 0.105, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3152, decode.acc_seg: 57.3957, loss: 1.3152 2024-01-03 09:52:11,583 - mmseg - INFO - Iter [6900/40000] lr: 8.275e-04, eta: 0:57:18, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.1889, decode.acc_seg: 61.8745, loss: 1.1889 2024-01-03 09:52:16,671 - mmseg - INFO - Iter [6950/40000] lr: 8.263e-04, eta: 0:57:12, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2472, decode.acc_seg: 58.9980, loss: 1.2472 2024-01-03 09:52:21,758 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:52:21,758 - mmseg - INFO - Iter [7000/40000] lr: 8.250e-04, eta: 0:57:06, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2868, decode.acc_seg: 59.2973, loss: 1.2868 2024-01-03 09:52:26,842 - mmseg - INFO - Iter [7050/40000] lr: 8.238e-04, eta: 0:57:01, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2716, decode.acc_seg: 58.6002, loss: 1.2716 2024-01-03 09:52:31,926 - mmseg - INFO - Iter [7100/40000] lr: 8.225e-04, eta: 0:56:55, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3036, decode.acc_seg: 58.7386, loss: 1.3036 2024-01-03 09:52:37,013 - mmseg - INFO - Iter [7150/40000] lr: 8.213e-04, eta: 0:56:49, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2646, decode.acc_seg: 59.0678, loss: 1.2646 2024-01-03 09:52:42,091 - mmseg - INFO - Iter [7200/40000] lr: 8.200e-04, eta: 0:56:44, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3249, decode.acc_seg: 56.6268, loss: 1.3249 2024-01-03 09:52:47,170 - mmseg - INFO - Iter [7250/40000] lr: 8.188e-04, eta: 0:56:38, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2267, decode.acc_seg: 59.4578, loss: 1.2267 2024-01-03 09:52:52,253 - mmseg - INFO - Iter [7300/40000] lr: 8.175e-04, eta: 0:56:32, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2867, decode.acc_seg: 58.8476, loss: 1.2867 2024-01-03 09:52:57,341 - mmseg - INFO - Iter [7350/40000] lr: 8.163e-04, eta: 0:56:27, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3152, decode.acc_seg: 58.1497, loss: 1.3152 2024-01-03 09:53:02,426 - mmseg - INFO - Iter [7400/40000] lr: 8.150e-04, eta: 0:56:21, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2788, decode.acc_seg: 58.9866, loss: 1.2788 2024-01-03 09:53:07,511 - mmseg - INFO - Iter [7450/40000] lr: 8.138e-04, eta: 0:56:15, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2353, decode.acc_seg: 59.0154, loss: 1.2353 2024-01-03 09:53:12,651 - mmseg - INFO - Iter [7500/40000] lr: 8.125e-04, eta: 0:56:10, time: 0.103, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2572, decode.acc_seg: 58.4879, loss: 1.2572 2024-01-03 09:53:17,734 - mmseg - INFO - Iter [7550/40000] lr: 8.113e-04, eta: 0:56:04, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2676, decode.acc_seg: 59.2508, loss: 1.2676 2024-01-03 09:53:25,043 - mmseg - INFO - Iter [7600/40000] lr: 8.100e-04, eta: 0:56:08, time: 0.146, data_time: 0.047, memory: 1396, decode.loss_ce: 1.2246, decode.acc_seg: 59.9817, loss: 1.2246 2024-01-03 09:53:30,122 - mmseg - INFO - Iter [7650/40000] lr: 8.088e-04, eta: 0:56:03, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2323, decode.acc_seg: 58.8312, loss: 1.2323 2024-01-03 09:53:35,199 - mmseg - INFO - Iter [7700/40000] lr: 8.075e-04, eta: 0:55:57, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2087, decode.acc_seg: 60.7774, loss: 1.2087 2024-01-03 09:53:40,283 - mmseg - INFO - Iter [7750/40000] lr: 8.063e-04, eta: 0:55:51, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2971, decode.acc_seg: 57.9706, loss: 1.2971 2024-01-03 09:53:45,365 - mmseg - INFO - Iter [7800/40000] lr: 8.050e-04, eta: 0:55:46, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2444, decode.acc_seg: 59.5083, loss: 1.2444 2024-01-03 09:53:50,444 - mmseg - INFO - Iter [7850/40000] lr: 8.038e-04, eta: 0:55:40, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2769, decode.acc_seg: 59.1350, loss: 1.2769 2024-01-03 09:53:55,530 - mmseg - INFO - Iter [7900/40000] lr: 8.025e-04, eta: 0:55:34, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2705, decode.acc_seg: 57.8933, loss: 1.2705 2024-01-03 09:54:00,610 - mmseg - INFO - Iter [7950/40000] lr: 8.013e-04, eta: 0:55:29, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2098, decode.acc_seg: 60.6425, loss: 1.2098 2024-01-03 09:54:05,686 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:54:05,686 - mmseg - INFO - Iter [8000/40000] lr: 8.000e-04, eta: 0:55:23, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2594, decode.acc_seg: 59.5231, loss: 1.2594 2024-01-03 09:54:10,769 - mmseg - INFO - Iter [8050/40000] lr: 7.988e-04, eta: 0:55:17, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2988, decode.acc_seg: 58.6780, loss: 1.2988 2024-01-03 09:54:15,846 - mmseg - INFO - Iter [8100/40000] lr: 7.975e-04, eta: 0:55:12, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2886, decode.acc_seg: 58.6284, loss: 1.2886 2024-01-03 09:54:20,925 - mmseg - INFO - Iter [8150/40000] lr: 7.963e-04, eta: 0:55:06, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2770, decode.acc_seg: 58.4710, loss: 1.2770 2024-01-03 09:54:26,004 - mmseg - INFO - Iter [8200/40000] lr: 7.950e-04, eta: 0:55:00, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2209, decode.acc_seg: 60.3918, loss: 1.2209 2024-01-03 09:54:31,076 - mmseg - INFO - Iter [8250/40000] lr: 7.938e-04, eta: 0:54:55, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2654, decode.acc_seg: 59.5120, loss: 1.2654 2024-01-03 09:54:36,154 - mmseg - INFO - Iter [8300/40000] lr: 7.925e-04, eta: 0:54:49, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2194, decode.acc_seg: 60.0822, loss: 1.2194 2024-01-03 09:54:41,232 - mmseg - INFO - Iter [8350/40000] lr: 7.913e-04, eta: 0:54:44, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2565, decode.acc_seg: 58.8240, loss: 1.2565 2024-01-03 09:54:46,315 - mmseg - INFO - Iter [8400/40000] lr: 7.900e-04, eta: 0:54:38, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2963, decode.acc_seg: 58.8190, loss: 1.2963 2024-01-03 09:54:51,392 - mmseg - INFO - Iter [8450/40000] lr: 7.888e-04, eta: 0:54:32, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2587, decode.acc_seg: 59.6094, loss: 1.2587 2024-01-03 09:54:56,474 - mmseg - INFO - Iter [8500/40000] lr: 7.875e-04, eta: 0:54:27, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2357, decode.acc_seg: 59.0751, loss: 1.2357 2024-01-03 09:55:01,552 - mmseg - INFO - Iter [8550/40000] lr: 7.863e-04, eta: 0:54:21, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3155, decode.acc_seg: 58.3511, loss: 1.3155 2024-01-03 09:55:06,630 - mmseg - INFO - Iter [8600/40000] lr: 7.850e-04, eta: 0:54:16, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2473, decode.acc_seg: 59.8113, loss: 1.2473 2024-01-03 09:55:11,708 - mmseg - INFO - Iter [8650/40000] lr: 7.838e-04, eta: 0:54:10, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2743, decode.acc_seg: 59.2860, loss: 1.2743 2024-01-03 09:55:16,982 - mmseg - INFO - Iter [8700/40000] lr: 7.825e-04, eta: 0:54:05, time: 0.105, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2950, decode.acc_seg: 58.9699, loss: 1.2950 2024-01-03 09:55:22,055 - mmseg - INFO - Iter [8750/40000] lr: 7.813e-04, eta: 0:54:00, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2866, decode.acc_seg: 58.1659, loss: 1.2866 2024-01-03 09:55:27,132 - mmseg - INFO - Iter [8800/40000] lr: 7.800e-04, eta: 0:53:54, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2672, decode.acc_seg: 58.8413, loss: 1.2672 2024-01-03 09:55:34,418 - mmseg - INFO - Iter [8850/40000] lr: 7.788e-04, eta: 0:53:56, time: 0.146, data_time: 0.047, memory: 1396, decode.loss_ce: 1.3019, decode.acc_seg: 57.5022, loss: 1.3019 2024-01-03 09:55:39,489 - mmseg - INFO - Iter [8900/40000] lr: 7.775e-04, eta: 0:53:51, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.1919, decode.acc_seg: 60.9250, loss: 1.1919 2024-01-03 09:55:44,560 - mmseg - INFO - Iter [8950/40000] lr: 7.763e-04, eta: 0:53:45, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2686, decode.acc_seg: 58.7200, loss: 1.2686 2024-01-03 09:55:49,630 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:55:49,630 - mmseg - INFO - Iter [9000/40000] lr: 7.750e-04, eta: 0:53:39, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2188, decode.acc_seg: 59.9894, loss: 1.2188 2024-01-03 09:55:54,703 - mmseg - INFO - Iter [9050/40000] lr: 7.738e-04, eta: 0:53:34, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3001, decode.acc_seg: 57.4109, loss: 1.3001 2024-01-03 09:55:59,771 - mmseg - INFO - Iter [9100/40000] lr: 7.725e-04, eta: 0:53:28, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2371, decode.acc_seg: 60.3122, loss: 1.2371 2024-01-03 09:56:04,845 - mmseg - INFO - Iter [9150/40000] lr: 7.713e-04, eta: 0:53:23, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2472, decode.acc_seg: 59.4554, loss: 1.2472 2024-01-03 09:56:10,126 - mmseg - INFO - Iter [9200/40000] lr: 7.700e-04, eta: 0:53:18, time: 0.106, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2493, decode.acc_seg: 59.5350, loss: 1.2493 2024-01-03 09:56:15,207 - mmseg - INFO - Iter [9250/40000] lr: 7.688e-04, eta: 0:53:12, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2547, decode.acc_seg: 58.3307, loss: 1.2547 2024-01-03 09:56:20,480 - mmseg - INFO - Iter [9300/40000] lr: 7.675e-04, eta: 0:53:07, time: 0.105, data_time: 0.003, memory: 1396, decode.loss_ce: 1.1993, decode.acc_seg: 60.3254, loss: 1.1993 2024-01-03 09:56:25,543 - mmseg - INFO - Iter [9350/40000] lr: 7.663e-04, eta: 0:53:02, time: 0.101, data_time: 0.003, memory: 1396, decode.loss_ce: 1.3440, decode.acc_seg: 58.0646, loss: 1.3440 2024-01-03 09:56:30,746 - mmseg - INFO - Iter [9400/40000] lr: 7.650e-04, eta: 0:52:56, time: 0.104, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2344, decode.acc_seg: 59.4699, loss: 1.2344 2024-01-03 09:56:35,826 - mmseg - INFO - Iter [9450/40000] lr: 7.638e-04, eta: 0:52:51, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2775, decode.acc_seg: 58.5595, loss: 1.2775 2024-01-03 09:56:40,908 - mmseg - INFO - Iter [9500/40000] lr: 7.625e-04, eta: 0:52:45, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2325, decode.acc_seg: 59.7361, loss: 1.2325 2024-01-03 09:56:45,989 - mmseg - INFO - Iter [9550/40000] lr: 7.613e-04, eta: 0:52:40, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.1855, decode.acc_seg: 61.4254, loss: 1.1855 2024-01-03 09:56:51,070 - mmseg - INFO - Iter [9600/40000] lr: 7.600e-04, eta: 0:52:34, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2780, decode.acc_seg: 58.5839, loss: 1.2780 2024-01-03 09:56:56,146 - mmseg - INFO - Iter [9650/40000] lr: 7.588e-04, eta: 0:52:29, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2205, decode.acc_seg: 60.6069, loss: 1.2205 2024-01-03 09:57:01,224 - mmseg - INFO - Iter [9700/40000] lr: 7.575e-04, eta: 0:52:23, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2396, decode.acc_seg: 59.5632, loss: 1.2396 2024-01-03 09:57:06,303 - mmseg - INFO - Iter [9750/40000] lr: 7.563e-04, eta: 0:52:18, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2583, decode.acc_seg: 59.5474, loss: 1.2583 2024-01-03 09:57:11,381 - mmseg - INFO - Iter [9800/40000] lr: 7.550e-04, eta: 0:52:12, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2742, decode.acc_seg: 58.8059, loss: 1.2742 2024-01-03 09:57:16,468 - mmseg - INFO - Iter [9850/40000] lr: 7.538e-04, eta: 0:52:07, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2128, decode.acc_seg: 60.0581, loss: 1.2128 2024-01-03 09:57:21,550 - mmseg - INFO - Iter [9900/40000] lr: 7.525e-04, eta: 0:52:01, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2718, decode.acc_seg: 58.8365, loss: 1.2718 2024-01-03 09:57:26,633 - mmseg - INFO - Iter [9950/40000] lr: 7.513e-04, eta: 0:51:56, time: 0.102, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2605, decode.acc_seg: 59.0192, loss: 1.2605 2024-01-03 09:57:31,671 - mmseg - INFO - Saving checkpoint at 10000 iterations 2024-01-03 09:57:31,722 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:57:31,723 - mmseg - INFO - Iter [10000/40000] lr: 7.500e-04, eta: 0:51:50, time: 0.103, data_time: 0.003, memory: 1396, decode.loss_ce: 1.2815, decode.acc_seg: 58.4628, loss: 1.2815 2024-01-03 09:58:12,161 - mmseg - INFO - per class results: 2024-01-03 09:58:12,166 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 56.56 | 81.25 | | building | 66.51 | 81.58 | | sky | 89.0 | 96.7 | | floor | 62.27 | 81.03 | | tree | 60.04 | 79.59 | | ceiling | 66.86 | 78.93 | | road | 62.58 | 81.92 | | bed | 56.41 | 78.81 | | windowpane | 42.66 | 61.13 | | grass | 54.29 | 68.17 | | cabinet | 32.73 | 46.44 | | sidewalk | 36.6 | 50.6 | | person | 57.68 | 83.75 | | earth | 22.6 | 28.24 | | door | 11.72 | 17.44 | | table | 21.74 | 34.74 | | mountain | 34.68 | 52.58 | | plant | 35.08 | 47.14 | | curtain | 44.93 | 54.34 | | chair | 29.61 | 42.68 | | car | 63.82 | 79.65 | | water | 27.42 | 40.88 | | painting | 42.28 | 58.46 | | sofa | 28.99 | 41.12 | | shelf | 16.81 | 33.24 | | house | 23.99 | 33.02 | | sea | 32.46 | 56.69 | | mirror | 16.28 | 19.89 | | rug | 28.6 | 31.87 | | field | 16.82 | 38.72 | | armchair | 14.09 | 29.7 | | seat | 23.83 | 33.74 | | fence | 20.89 | 32.74 | | desk | 18.25 | 26.21 | | rock | 16.97 | 31.82 | | wardrobe | 3.48 | 3.51 | | lamp | 32.97 | 42.2 | | bathtub | 34.85 | 49.76 | | railing | 12.72 | 14.99 | | cushion | 25.26 | 34.92 | | base | 1.75 | 1.88 | | box | 7.38 | 9.77 | | column | 15.14 | 17.82 | | signboard | 23.01 | 30.11 | | chest of drawers | 17.23 | 20.19 | | counter | 11.62 | 13.72 | | sand | 8.87 | 9.9 | | sink | 30.91 | 47.2 | | skyscraper | 36.96 | 48.03 | | fireplace | 26.43 | 36.79 | | refrigerator | 26.67 | 36.76 | | grandstand | 13.9 | 50.83 | | path | 3.71 | 4.19 | | stairs | 19.97 | 22.74 | | runway | 38.31 | 45.23 | | case | 25.5 | 48.55 | | pool table | 60.29 | 73.87 | | pillow | 24.36 | 27.68 | | screen door | 9.98 | 10.63 | | stairway | 4.8 | 5.74 | | river | 3.56 | 8.3 | | bridge | 12.54 | 21.49 | | bookcase | 13.7 | 19.24 | | blind | 19.21 | 22.19 | | coffee table | 26.68 | 36.98 | | toilet | 49.6 | 67.26 | | flower | 20.93 | 34.23 | | book | 14.82 | 20.42 | | hill | 0.37 | 0.38 | | bench | 14.45 | 15.62 | | countertop | 18.52 | 20.04 | | stove | 18.51 | 25.54 | | palm | 24.77 | 27.3 | | kitchen island | 11.9 | 21.07 | | computer | 29.88 | 35.34 | | swivel chair | 16.49 | 20.89 | | boat | 11.95 | 12.9 | | bar | 0.5 | 0.54 | | arcade machine | 2.94 | 4.64 | | hovel | 0.09 | 0.09 | | bus | 38.99 | 44.38 | | towel | 18.47 | 22.72 | | light | 27.15 | 35.74 | | truck | 0.08 | 0.1 | | tower | 16.56 | 18.12 | | chandelier | 45.43 | 60.89 | | awning | 6.13 | 8.14 | | streetlight | 7.68 | 9.73 | | booth | 0.0 | 0.0 | | television receiver | 27.4 | 31.83 | | airplane | 41.75 | 56.97 | | dirt track | 0.47 | 6.64 | | apparel | 13.72 | 29.75 | | pole | 2.48 | 2.68 | | land | 6.36 | 8.06 | | bannister | 1.3 | 1.49 | | escalator | 0.09 | 0.12 | | ottoman | 7.41 | 8.42 | | bottle | 6.85 | 9.98 | | buffet | 10.73 | 18.52 | | poster | 8.13 | 9.64 | | stage | 3.15 | 4.74 | | van | 8.18 | 12.32 | | ship | 1.05 | 1.23 | | fountain | 1.84 | 1.94 | | conveyer belt | 3.41 | 3.91 | | canopy | 0.49 | 0.52 | | washer | 16.59 | 16.87 | | plaything | 12.56 | 20.37 | | swimming pool | 14.06 | 22.07 | | stool | 4.42 | 5.89 | | barrel | 0.0 | 0.0 | | basket | 9.42 | 10.04 | | waterfall | 24.84 | 45.6 | | tent | 76.45 | 90.49 | | bag | 0.65 | 0.66 | | minibike | 14.77 | 18.01 | | cradle | 63.78 | 81.58 | | oven | 3.12 | 4.66 | | ball | 36.64 | 50.44 | | food | 45.73 | 64.82 | | step | 0.0 | 0.0 | | tank | 4.81 | 4.91 | | trade name | 16.23 | 19.1 | | microwave | 16.33 | 18.29 | | pot | 7.87 | 9.12 | | animal | 37.51 | 39.26 | | bicycle | 30.4 | 42.39 | | lake | 0.05 | 0.06 | | dishwasher | 10.1 | 38.83 | | screen | 47.9 | 70.49 | | blanket | 0.0 | 0.0 | | sculpture | 2.52 | 3.6 | | hood | 20.84 | 30.05 | | sconce | 12.84 | 15.92 | | vase | 14.84 | 23.48 | | traffic light | 8.7 | 9.72 | | tray | 0.85 | 1.03 | | ashcan | 10.03 | 10.5 | | fan | 29.89 | 42.91 | | pier | 6.58 | 6.71 | | crt screen | 3.97 | 5.23 | | plate | 16.19 | 18.16 | | monitor | 0.11 | 0.11 | | bulletin board | 15.2 | 16.9 | | shower | 0.0 | 0.0 | | radiator | 23.03 | 23.69 | | glass | 7.99 | 9.45 | | clock | 3.68 | 4.67 | | flag | 16.22 | 17.94 | +---------------------+-------+-------+ 2024-01-03 09:58:12,166 - mmseg - INFO - Summary: 2024-01-03 09:58:12,166 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 66.86 | 21.04 | 28.53 | +-------+-------+-------+ 2024-01-03 09:58:12,167 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:58:12,167 - mmseg - INFO - Iter(val) [250] aAcc: 0.6686, mIoU: 0.2104, mAcc: 0.2853, IoU.wall: 0.5656, IoU.building: 0.6651, IoU.sky: 0.8900, IoU.floor: 0.6227, IoU.tree: 0.6004, IoU.ceiling: 0.6686, IoU.road: 0.6258, IoU.bed : 0.5641, IoU.windowpane: 0.4266, IoU.grass: 0.5429, IoU.cabinet: 0.3273, IoU.sidewalk: 0.3660, IoU.person: 0.5768, IoU.earth: 0.2260, IoU.door: 0.1172, IoU.table: 0.2174, IoU.mountain: 0.3468, IoU.plant: 0.3508, IoU.curtain: 0.4493, IoU.chair: 0.2961, IoU.car: 0.6382, IoU.water: 0.2742, IoU.painting: 0.4228, IoU.sofa: 0.2899, IoU.shelf: 0.1681, IoU.house: 0.2399, IoU.sea: 0.3246, IoU.mirror: 0.1628, IoU.rug: 0.2860, IoU.field: 0.1682, IoU.armchair: 0.1409, IoU.seat: 0.2383, IoU.fence: 0.2089, IoU.desk: 0.1825, IoU.rock: 0.1697, IoU.wardrobe: 0.0348, IoU.lamp: 0.3297, IoU.bathtub: 0.3485, IoU.railing: 0.1272, IoU.cushion: 0.2526, IoU.base: 0.0175, IoU.box: 0.0738, IoU.column: 0.1514, IoU.signboard: 0.2301, IoU.chest of drawers: 0.1723, IoU.counter: 0.1162, IoU.sand: 0.0887, IoU.sink: 0.3091, IoU.skyscraper: 0.3696, IoU.fireplace: 0.2643, IoU.refrigerator: 0.2667, IoU.grandstand: 0.1390, IoU.path: 0.0371, IoU.stairs: 0.1997, IoU.runway: 0.3831, IoU.case: 0.2550, IoU.pool table: 0.6029, IoU.pillow: 0.2436, IoU.screen door: 0.0998, IoU.stairway: 0.0480, IoU.river: 0.0356, IoU.bridge: 0.1254, IoU.bookcase: 0.1370, IoU.blind: 0.1921, IoU.coffee table: 0.2668, IoU.toilet: 0.4960, IoU.flower: 0.2093, IoU.book: 0.1482, IoU.hill: 0.0037, IoU.bench: 0.1445, IoU.countertop: 0.1852, IoU.stove: 0.1851, IoU.palm: 0.2477, IoU.kitchen island: 0.1190, IoU.computer: 0.2988, IoU.swivel chair: 0.1649, IoU.boat: 0.1195, IoU.bar: 0.0050, IoU.arcade machine: 0.0294, IoU.hovel: 0.0009, IoU.bus: 0.3899, IoU.towel: 0.1847, IoU.light: 0.2715, IoU.truck: 0.0008, IoU.tower: 0.1656, IoU.chandelier: 0.4543, IoU.awning: 0.0613, IoU.streetlight: 0.0768, IoU.booth: 0.0000, IoU.television receiver: 0.2740, IoU.airplane: 0.4175, IoU.dirt track: 0.0047, IoU.apparel: 0.1372, IoU.pole: 0.0248, IoU.land: 0.0636, IoU.bannister: 0.0130, IoU.escalator: 0.0009, IoU.ottoman: 0.0741, IoU.bottle: 0.0685, IoU.buffet: 0.1073, IoU.poster: 0.0813, IoU.stage: 0.0315, IoU.van: 0.0818, IoU.ship: 0.0105, IoU.fountain: 0.0184, IoU.conveyer belt: 0.0341, IoU.canopy: 0.0049, IoU.washer: 0.1659, IoU.plaything: 0.1256, IoU.swimming pool: 0.1406, IoU.stool: 0.0442, IoU.barrel: 0.0000, IoU.basket: 0.0942, IoU.waterfall: 0.2484, IoU.tent: 0.7645, IoU.bag: 0.0065, IoU.minibike: 0.1477, IoU.cradle: 0.6378, IoU.oven: 0.0312, IoU.ball: 0.3664, IoU.food: 0.4573, IoU.step: 0.0000, IoU.tank: 0.0481, IoU.trade name: 0.1623, IoU.microwave: 0.1633, IoU.pot: 0.0787, IoU.animal: 0.3751, IoU.bicycle: 0.3040, IoU.lake: 0.0005, IoU.dishwasher: 0.1010, IoU.screen: 0.4790, IoU.blanket: 0.0000, IoU.sculpture: 0.0252, IoU.hood: 0.2084, IoU.sconce: 0.1284, IoU.vase: 0.1484, IoU.traffic light: 0.0870, IoU.tray: 0.0085, IoU.ashcan: 0.1003, IoU.fan: 0.2989, IoU.pier: 0.0658, IoU.crt screen: 0.0397, IoU.plate: 0.1619, IoU.monitor: 0.0011, IoU.bulletin board: 0.1520, IoU.shower: 0.0000, IoU.radiator: 0.2303, IoU.glass: 0.0799, IoU.clock: 0.0368, IoU.flag: 0.1622, Acc.wall: 0.8125, Acc.building: 0.8158, Acc.sky: 0.9670, Acc.floor: 0.8103, Acc.tree: 0.7959, Acc.ceiling: 0.7893, Acc.road: 0.8192, Acc.bed : 0.7881, Acc.windowpane: 0.6113, Acc.grass: 0.6817, Acc.cabinet: 0.4644, Acc.sidewalk: 0.5060, Acc.person: 0.8375, Acc.earth: 0.2824, Acc.door: 0.1744, Acc.table: 0.3474, Acc.mountain: 0.5258, Acc.plant: 0.4714, Acc.curtain: 0.5434, Acc.chair: 0.4268, Acc.car: 0.7965, Acc.water: 0.4088, Acc.painting: 0.5846, Acc.sofa: 0.4112, Acc.shelf: 0.3324, Acc.house: 0.3302, Acc.sea: 0.5669, Acc.mirror: 0.1989, Acc.rug: 0.3187, Acc.field: 0.3872, Acc.armchair: 0.2970, Acc.seat: 0.3374, Acc.fence: 0.3274, Acc.desk: 0.2621, Acc.rock: 0.3182, Acc.wardrobe: 0.0351, Acc.lamp: 0.4220, Acc.bathtub: 0.4976, Acc.railing: 0.1499, Acc.cushion: 0.3492, Acc.base: 0.0188, Acc.box: 0.0977, Acc.column: 0.1782, Acc.signboard: 0.3011, Acc.chest of drawers: 0.2019, Acc.counter: 0.1372, Acc.sand: 0.0990, Acc.sink: 0.4720, Acc.skyscraper: 0.4803, Acc.fireplace: 0.3679, Acc.refrigerator: 0.3676, Acc.grandstand: 0.5083, Acc.path: 0.0419, Acc.stairs: 0.2274, Acc.runway: 0.4523, Acc.case: 0.4855, Acc.pool table: 0.7387, Acc.pillow: 0.2768, Acc.screen door: 0.1063, Acc.stairway: 0.0574, Acc.river: 0.0830, Acc.bridge: 0.2149, Acc.bookcase: 0.1924, Acc.blind: 0.2219, Acc.coffee table: 0.3698, Acc.toilet: 0.6726, Acc.flower: 0.3423, Acc.book: 0.2042, Acc.hill: 0.0038, Acc.bench: 0.1562, Acc.countertop: 0.2004, Acc.stove: 0.2554, Acc.palm: 0.2730, Acc.kitchen island: 0.2107, Acc.computer: 0.3534, Acc.swivel chair: 0.2089, Acc.boat: 0.1290, Acc.bar: 0.0054, Acc.arcade machine: 0.0464, Acc.hovel: 0.0009, Acc.bus: 0.4438, Acc.towel: 0.2272, Acc.light: 0.3574, Acc.truck: 0.0010, Acc.tower: 0.1812, Acc.chandelier: 0.6089, Acc.awning: 0.0814, Acc.streetlight: 0.0973, Acc.booth: 0.0000, Acc.television receiver: 0.3183, Acc.airplane: 0.5697, Acc.dirt track: 0.0664, Acc.apparel: 0.2975, Acc.pole: 0.0268, Acc.land: 0.0806, Acc.bannister: 0.0149, Acc.escalator: 0.0012, Acc.ottoman: 0.0842, Acc.bottle: 0.0998, Acc.buffet: 0.1852, Acc.poster: 0.0964, Acc.stage: 0.0474, Acc.van: 0.1232, Acc.ship: 0.0123, Acc.fountain: 0.0194, Acc.conveyer belt: 0.0391, Acc.canopy: 0.0052, Acc.washer: 0.1687, Acc.plaything: 0.2037, Acc.swimming pool: 0.2207, Acc.stool: 0.0589, Acc.barrel: 0.0000, Acc.basket: 0.1004, Acc.waterfall: 0.4560, Acc.tent: 0.9049, Acc.bag: 0.0066, Acc.minibike: 0.1801, Acc.cradle: 0.8158, Acc.oven: 0.0466, Acc.ball: 0.5044, Acc.food: 0.6482, Acc.step: 0.0000, Acc.tank: 0.0491, Acc.trade name: 0.1910, Acc.microwave: 0.1829, Acc.pot: 0.0912, Acc.animal: 0.3926, Acc.bicycle: 0.4239, Acc.lake: 0.0006, Acc.dishwasher: 0.3883, Acc.screen: 0.7049, Acc.blanket: 0.0000, Acc.sculpture: 0.0360, Acc.hood: 0.3005, Acc.sconce: 0.1592, Acc.vase: 0.2348, Acc.traffic light: 0.0972, Acc.tray: 0.0103, Acc.ashcan: 0.1050, Acc.fan: 0.4291, Acc.pier: 0.0671, Acc.crt screen: 0.0523, Acc.plate: 0.1816, Acc.monitor: 0.0011, Acc.bulletin board: 0.1690, Acc.shower: 0.0000, Acc.radiator: 0.2369, Acc.glass: 0.0945, Acc.clock: 0.0467, Acc.flag: 0.1794 2024-01-03 09:58:17,483 - mmseg - INFO - Iter [10050/40000] lr: 7.488e-04, eta: 0:53:46, time: 0.914, data_time: 0.811, memory: 3299, decode.loss_ce: 1.2330, decode.acc_seg: 60.1758, loss: 1.2330 2024-01-03 09:58:22,551 - mmseg - INFO - Iter [10100/40000] lr: 7.475e-04, eta: 0:53:40, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2973, decode.acc_seg: 58.5782, loss: 1.2973 2024-01-03 09:58:29,888 - mmseg - INFO - Iter [10150/40000] lr: 7.463e-04, eta: 0:53:40, time: 0.147, data_time: 0.047, memory: 3299, decode.loss_ce: 1.2620, decode.acc_seg: 58.1172, loss: 1.2620 2024-01-03 09:58:34,948 - mmseg - INFO - Iter [10200/40000] lr: 7.450e-04, eta: 0:53:34, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1840, decode.acc_seg: 61.2061, loss: 1.1840 2024-01-03 09:58:40,219 - mmseg - INFO - Iter [10250/40000] lr: 7.438e-04, eta: 0:53:28, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2098, decode.acc_seg: 60.6855, loss: 1.2098 2024-01-03 09:58:45,288 - mmseg - INFO - Iter [10300/40000] lr: 7.425e-04, eta: 0:53:21, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2637, decode.acc_seg: 58.5167, loss: 1.2637 2024-01-03 09:58:50,360 - mmseg - INFO - Iter [10350/40000] lr: 7.413e-04, eta: 0:53:15, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2217, decode.acc_seg: 60.0994, loss: 1.2217 2024-01-03 09:58:55,431 - mmseg - INFO - Iter [10400/40000] lr: 7.400e-04, eta: 0:53:09, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2657, decode.acc_seg: 58.7070, loss: 1.2657 2024-01-03 09:59:00,692 - mmseg - INFO - Iter [10450/40000] lr: 7.388e-04, eta: 0:53:03, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1828, decode.acc_seg: 60.4134, loss: 1.1828 2024-01-03 09:59:05,761 - mmseg - INFO - Iter [10500/40000] lr: 7.375e-04, eta: 0:52:57, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2441, decode.acc_seg: 59.4405, loss: 1.2441 2024-01-03 09:59:10,831 - mmseg - INFO - Iter [10550/40000] lr: 7.363e-04, eta: 0:52:51, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2330, decode.acc_seg: 59.0811, loss: 1.2330 2024-01-03 09:59:15,905 - mmseg - INFO - Iter [10600/40000] lr: 7.350e-04, eta: 0:52:44, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2075, decode.acc_seg: 60.4543, loss: 1.2075 2024-01-03 09:59:20,981 - mmseg - INFO - Iter [10650/40000] lr: 7.338e-04, eta: 0:52:38, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2259, decode.acc_seg: 60.5818, loss: 1.2259 2024-01-03 09:59:26,058 - mmseg - INFO - Iter [10700/40000] lr: 7.325e-04, eta: 0:52:32, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2559, decode.acc_seg: 58.4160, loss: 1.2559 2024-01-03 09:59:31,140 - mmseg - INFO - Iter [10750/40000] lr: 7.313e-04, eta: 0:52:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2149, decode.acc_seg: 60.4959, loss: 1.2149 2024-01-03 09:59:36,218 - mmseg - INFO - Iter [10800/40000] lr: 7.300e-04, eta: 0:52:20, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2482, decode.acc_seg: 59.8823, loss: 1.2482 2024-01-03 09:59:41,341 - mmseg - INFO - Iter [10850/40000] lr: 7.288e-04, eta: 0:52:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2258, decode.acc_seg: 59.8459, loss: 1.2258 2024-01-03 09:59:46,431 - mmseg - INFO - Iter [10900/40000] lr: 7.275e-04, eta: 0:52:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1892, decode.acc_seg: 60.5702, loss: 1.1892 2024-01-03 09:59:51,509 - mmseg - INFO - Iter [10950/40000] lr: 7.263e-04, eta: 0:52:01, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2371, decode.acc_seg: 59.7657, loss: 1.2371 2024-01-03 09:59:56,594 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 09:59:56,595 - mmseg - INFO - Iter [11000/40000] lr: 7.250e-04, eta: 0:51:55, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2310, decode.acc_seg: 60.5695, loss: 1.2310 2024-01-03 10:00:01,820 - mmseg - INFO - Iter [11050/40000] lr: 7.238e-04, eta: 0:51:49, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2524, decode.acc_seg: 59.0492, loss: 1.2524 2024-01-03 10:00:06,910 - mmseg - INFO - Iter [11100/40000] lr: 7.225e-04, eta: 0:51:43, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.3248, decode.acc_seg: 57.8751, loss: 1.3248 2024-01-03 10:00:11,996 - mmseg - INFO - Iter [11150/40000] lr: 7.213e-04, eta: 0:51:37, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1941, decode.acc_seg: 60.1301, loss: 1.1941 2024-01-03 10:00:17,088 - mmseg - INFO - Iter [11200/40000] lr: 7.200e-04, eta: 0:51:31, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2959, decode.acc_seg: 57.8438, loss: 1.2959 2024-01-03 10:00:22,176 - mmseg - INFO - Iter [11250/40000] lr: 7.188e-04, eta: 0:51:25, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2536, decode.acc_seg: 59.5158, loss: 1.2536 2024-01-03 10:00:27,262 - mmseg - INFO - Iter [11300/40000] lr: 7.175e-04, eta: 0:51:19, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2388, decode.acc_seg: 59.7237, loss: 1.2388 2024-01-03 10:00:32,348 - mmseg - INFO - Iter [11350/40000] lr: 7.163e-04, eta: 0:51:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2099, decode.acc_seg: 60.5935, loss: 1.2099 2024-01-03 10:00:39,630 - mmseg - INFO - Iter [11400/40000] lr: 7.150e-04, eta: 0:51:12, time: 0.146, data_time: 0.048, memory: 3299, decode.loss_ce: 1.2872, decode.acc_seg: 58.2207, loss: 1.2872 2024-01-03 10:00:44,739 - mmseg - INFO - Iter [11450/40000] lr: 7.138e-04, eta: 0:51:06, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2077, decode.acc_seg: 60.5094, loss: 1.2077 2024-01-03 10:00:49,831 - mmseg - INFO - Iter [11500/40000] lr: 7.125e-04, eta: 0:51:00, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2892, decode.acc_seg: 58.5851, loss: 1.2892 2024-01-03 10:00:54,916 - mmseg - INFO - Iter [11550/40000] lr: 7.113e-04, eta: 0:50:54, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.3095, decode.acc_seg: 58.3489, loss: 1.3095 2024-01-03 10:01:00,003 - mmseg - INFO - Iter [11600/40000] lr: 7.100e-04, eta: 0:50:48, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1903, decode.acc_seg: 60.9587, loss: 1.1903 2024-01-03 10:01:05,090 - mmseg - INFO - Iter [11650/40000] lr: 7.088e-04, eta: 0:50:42, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2307, decode.acc_seg: 59.6268, loss: 1.2307 2024-01-03 10:01:10,185 - mmseg - INFO - Iter [11700/40000] lr: 7.075e-04, eta: 0:50:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2643, decode.acc_seg: 58.7905, loss: 1.2643 2024-01-03 10:01:15,271 - mmseg - INFO - Iter [11750/40000] lr: 7.063e-04, eta: 0:50:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2284, decode.acc_seg: 59.1690, loss: 1.2284 2024-01-03 10:01:20,354 - mmseg - INFO - Iter [11800/40000] lr: 7.050e-04, eta: 0:50:24, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2151, decode.acc_seg: 59.2056, loss: 1.2151 2024-01-03 10:01:25,447 - mmseg - INFO - Iter [11850/40000] lr: 7.038e-04, eta: 0:50:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2121, decode.acc_seg: 60.2141, loss: 1.2121 2024-01-03 10:01:30,534 - mmseg - INFO - Iter [11900/40000] lr: 7.025e-04, eta: 0:50:12, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2126, decode.acc_seg: 58.9660, loss: 1.2126 2024-01-03 10:01:35,619 - mmseg - INFO - Iter [11950/40000] lr: 7.013e-04, eta: 0:50:06, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1880, decode.acc_seg: 60.8051, loss: 1.1880 2024-01-03 10:01:40,825 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:01:40,825 - mmseg - INFO - Iter [12000/40000] lr: 7.000e-04, eta: 0:50:00, time: 0.104, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2521, decode.acc_seg: 59.2936, loss: 1.2521 2024-01-03 10:01:45,915 - mmseg - INFO - Iter [12050/40000] lr: 6.988e-04, eta: 0:49:54, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2259, decode.acc_seg: 59.4086, loss: 1.2259 2024-01-03 10:01:51,003 - mmseg - INFO - Iter [12100/40000] lr: 6.975e-04, eta: 0:49:48, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1733, decode.acc_seg: 62.1212, loss: 1.1733 2024-01-03 10:01:56,092 - mmseg - INFO - Iter [12150/40000] lr: 6.963e-04, eta: 0:49:42, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2540, decode.acc_seg: 59.8970, loss: 1.2540 2024-01-03 10:02:01,183 - mmseg - INFO - Iter [12200/40000] lr: 6.950e-04, eta: 0:49:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2563, decode.acc_seg: 59.4964, loss: 1.2563 2024-01-03 10:02:06,267 - mmseg - INFO - Iter [12250/40000] lr: 6.938e-04, eta: 0:49:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2307, decode.acc_seg: 59.4586, loss: 1.2307 2024-01-03 10:02:11,354 - mmseg - INFO - Iter [12300/40000] lr: 6.925e-04, eta: 0:49:24, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2301, decode.acc_seg: 60.9481, loss: 1.2301 2024-01-03 10:02:16,442 - mmseg - INFO - Iter [12350/40000] lr: 6.913e-04, eta: 0:49:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1985, decode.acc_seg: 60.4212, loss: 1.1985 2024-01-03 10:02:21,683 - mmseg - INFO - Iter [12400/40000] lr: 6.900e-04, eta: 0:49:13, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2145, decode.acc_seg: 60.2275, loss: 1.2145 2024-01-03 10:02:26,768 - mmseg - INFO - Iter [12450/40000] lr: 6.888e-04, eta: 0:49:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2327, decode.acc_seg: 59.3513, loss: 1.2327 2024-01-03 10:02:31,859 - mmseg - INFO - Iter [12500/40000] lr: 6.875e-04, eta: 0:49:01, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2005, decode.acc_seg: 60.2395, loss: 1.2005 2024-01-03 10:02:36,950 - mmseg - INFO - Iter [12550/40000] lr: 6.863e-04, eta: 0:48:55, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2302, decode.acc_seg: 60.0024, loss: 1.2302 2024-01-03 10:02:42,040 - mmseg - INFO - Iter [12600/40000] lr: 6.850e-04, eta: 0:48:49, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1959, decode.acc_seg: 60.6992, loss: 1.1959 2024-01-03 10:02:49,496 - mmseg - INFO - Iter [12650/40000] lr: 6.838e-04, eta: 0:48:48, time: 0.149, data_time: 0.048, memory: 3299, decode.loss_ce: 1.2575, decode.acc_seg: 58.9835, loss: 1.2575 2024-01-03 10:02:54,581 - mmseg - INFO - Iter [12700/40000] lr: 6.825e-04, eta: 0:48:42, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2130, decode.acc_seg: 60.7396, loss: 1.2130 2024-01-03 10:02:59,662 - mmseg - INFO - Iter [12750/40000] lr: 6.813e-04, eta: 0:48:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2585, decode.acc_seg: 58.1838, loss: 1.2585 2024-01-03 10:03:04,745 - mmseg - INFO - Iter [12800/40000] lr: 6.800e-04, eta: 0:48:31, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2374, decode.acc_seg: 60.0004, loss: 1.2374 2024-01-03 10:03:09,827 - mmseg - INFO - Iter [12850/40000] lr: 6.788e-04, eta: 0:48:25, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2417, decode.acc_seg: 59.0278, loss: 1.2417 2024-01-03 10:03:14,906 - mmseg - INFO - Iter [12900/40000] lr: 6.775e-04, eta: 0:48:19, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2151, decode.acc_seg: 59.7486, loss: 1.2151 2024-01-03 10:03:19,999 - mmseg - INFO - Iter [12950/40000] lr: 6.763e-04, eta: 0:48:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1725, decode.acc_seg: 60.8717, loss: 1.1725 2024-01-03 10:03:25,088 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:03:25,088 - mmseg - INFO - Iter [13000/40000] lr: 6.750e-04, eta: 0:48:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2258, decode.acc_seg: 59.8417, loss: 1.2258 2024-01-03 10:03:30,179 - mmseg - INFO - Iter [13050/40000] lr: 6.738e-04, eta: 0:48:01, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2196, decode.acc_seg: 60.3430, loss: 1.2196 2024-01-03 10:03:35,448 - mmseg - INFO - Iter [13100/40000] lr: 6.725e-04, eta: 0:47:56, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2065, decode.acc_seg: 60.7765, loss: 1.2065 2024-01-03 10:03:40,533 - mmseg - INFO - Iter [13150/40000] lr: 6.713e-04, eta: 0:47:50, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2020, decode.acc_seg: 61.1766, loss: 1.2020 2024-01-03 10:03:45,637 - mmseg - INFO - Iter [13200/40000] lr: 6.700e-04, eta: 0:47:44, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2166, decode.acc_seg: 59.5960, loss: 1.2166 2024-01-03 10:03:50,718 - mmseg - INFO - Iter [13250/40000] lr: 6.688e-04, eta: 0:47:38, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2770, decode.acc_seg: 58.4693, loss: 1.2770 2024-01-03 10:03:55,811 - mmseg - INFO - Iter [13300/40000] lr: 6.675e-04, eta: 0:47:32, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2410, decode.acc_seg: 58.6517, loss: 1.2410 2024-01-03 10:04:00,896 - mmseg - INFO - Iter [13350/40000] lr: 6.663e-04, eta: 0:47:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2708, decode.acc_seg: 59.2608, loss: 1.2708 2024-01-03 10:04:05,988 - mmseg - INFO - Iter [13400/40000] lr: 6.650e-04, eta: 0:47:20, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2682, decode.acc_seg: 58.7819, loss: 1.2682 2024-01-03 10:04:11,073 - mmseg - INFO - Iter [13450/40000] lr: 6.638e-04, eta: 0:47:15, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2434, decode.acc_seg: 59.4184, loss: 1.2434 2024-01-03 10:04:16,166 - mmseg - INFO - Iter [13500/40000] lr: 6.625e-04, eta: 0:47:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2025, decode.acc_seg: 60.1446, loss: 1.2025 2024-01-03 10:04:21,251 - mmseg - INFO - Iter [13550/40000] lr: 6.613e-04, eta: 0:47:03, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1992, decode.acc_seg: 61.0022, loss: 1.1992 2024-01-03 10:04:26,339 - mmseg - INFO - Iter [13600/40000] lr: 6.600e-04, eta: 0:46:57, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2179, decode.acc_seg: 60.5384, loss: 1.2179 2024-01-03 10:04:31,422 - mmseg - INFO - Iter [13650/40000] lr: 6.588e-04, eta: 0:46:51, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2673, decode.acc_seg: 58.8318, loss: 1.2673 2024-01-03 10:04:36,505 - mmseg - INFO - Iter [13700/40000] lr: 6.575e-04, eta: 0:46:45, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2072, decode.acc_seg: 60.4425, loss: 1.2072 2024-01-03 10:04:41,588 - mmseg - INFO - Iter [13750/40000] lr: 6.563e-04, eta: 0:46:40, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2906, decode.acc_seg: 58.4583, loss: 1.2906 2024-01-03 10:04:46,669 - mmseg - INFO - Iter [13800/40000] lr: 6.550e-04, eta: 0:46:34, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2306, decode.acc_seg: 59.3801, loss: 1.2306 2024-01-03 10:04:51,751 - mmseg - INFO - Iter [13850/40000] lr: 6.538e-04, eta: 0:46:28, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1965, decode.acc_seg: 60.3130, loss: 1.1965 2024-01-03 10:04:59,076 - mmseg - INFO - Iter [13900/40000] lr: 6.525e-04, eta: 0:46:26, time: 0.147, data_time: 0.045, memory: 3299, decode.loss_ce: 1.1380, decode.acc_seg: 62.1680, loss: 1.1380 2024-01-03 10:05:04,157 - mmseg - INFO - Iter [13950/40000] lr: 6.513e-04, eta: 0:46:21, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2592, decode.acc_seg: 58.9882, loss: 1.2592 2024-01-03 10:05:09,238 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:05:09,238 - mmseg - INFO - Iter [14000/40000] lr: 6.500e-04, eta: 0:46:15, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2304, decode.acc_seg: 59.8087, loss: 1.2304 2024-01-03 10:05:14,317 - mmseg - INFO - Iter [14050/40000] lr: 6.488e-04, eta: 0:46:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1604, decode.acc_seg: 61.1451, loss: 1.1604 2024-01-03 10:05:19,594 - mmseg - INFO - Iter [14100/40000] lr: 6.475e-04, eta: 0:46:04, time: 0.106, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2426, decode.acc_seg: 60.0474, loss: 1.2426 2024-01-03 10:05:24,675 - mmseg - INFO - Iter [14150/40000] lr: 6.463e-04, eta: 0:45:58, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2011, decode.acc_seg: 60.9628, loss: 1.2011 2024-01-03 10:05:29,761 - mmseg - INFO - Iter [14200/40000] lr: 6.450e-04, eta: 0:45:52, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2385, decode.acc_seg: 60.6465, loss: 1.2385 2024-01-03 10:05:34,836 - mmseg - INFO - Iter [14250/40000] lr: 6.438e-04, eta: 0:45:46, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1990, decode.acc_seg: 60.7405, loss: 1.1990 2024-01-03 10:05:39,918 - mmseg - INFO - Iter [14300/40000] lr: 6.425e-04, eta: 0:45:40, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1646, decode.acc_seg: 60.8181, loss: 1.1646 2024-01-03 10:05:45,005 - mmseg - INFO - Iter [14350/40000] lr: 6.413e-04, eta: 0:45:35, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1998, decode.acc_seg: 61.6651, loss: 1.1998 2024-01-03 10:05:50,086 - mmseg - INFO - Iter [14400/40000] lr: 6.400e-04, eta: 0:45:29, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2232, decode.acc_seg: 60.7232, loss: 1.2232 2024-01-03 10:05:55,167 - mmseg - INFO - Iter [14450/40000] lr: 6.388e-04, eta: 0:45:23, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2137, decode.acc_seg: 60.1876, loss: 1.2137 2024-01-03 10:06:00,249 - mmseg - INFO - Iter [14500/40000] lr: 6.375e-04, eta: 0:45:17, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2187, decode.acc_seg: 59.4732, loss: 1.2187 2024-01-03 10:06:05,332 - mmseg - INFO - Iter [14550/40000] lr: 6.363e-04, eta: 0:45:12, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2622, decode.acc_seg: 58.8764, loss: 1.2622 2024-01-03 10:06:10,407 - mmseg - INFO - Iter [14600/40000] lr: 6.350e-04, eta: 0:45:06, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2066, decode.acc_seg: 59.8468, loss: 1.2066 2024-01-03 10:06:15,487 - mmseg - INFO - Iter [14650/40000] lr: 6.338e-04, eta: 0:45:00, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2078, decode.acc_seg: 59.6415, loss: 1.2078 2024-01-03 10:06:20,566 - mmseg - INFO - Iter [14700/40000] lr: 6.325e-04, eta: 0:44:54, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2249, decode.acc_seg: 60.1139, loss: 1.2249 2024-01-03 10:06:25,647 - mmseg - INFO - Iter [14750/40000] lr: 6.313e-04, eta: 0:44:49, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2525, decode.acc_seg: 59.3873, loss: 1.2525 2024-01-03 10:06:30,742 - mmseg - INFO - Iter [14800/40000] lr: 6.300e-04, eta: 0:44:43, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2583, decode.acc_seg: 58.2504, loss: 1.2583 2024-01-03 10:06:35,821 - mmseg - INFO - Iter [14850/40000] lr: 6.288e-04, eta: 0:44:37, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2080, decode.acc_seg: 59.7206, loss: 1.2080 2024-01-03 10:06:40,901 - mmseg - INFO - Iter [14900/40000] lr: 6.275e-04, eta: 0:44:31, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2500, decode.acc_seg: 59.9264, loss: 1.2500 2024-01-03 10:06:45,980 - mmseg - INFO - Iter [14950/40000] lr: 6.263e-04, eta: 0:44:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2012, decode.acc_seg: 59.7161, loss: 1.2012 2024-01-03 10:06:51,061 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:06:51,061 - mmseg - INFO - Iter [15000/40000] lr: 6.250e-04, eta: 0:44:20, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1977, decode.acc_seg: 60.7250, loss: 1.1977 2024-01-03 10:06:56,142 - mmseg - INFO - Iter [15050/40000] lr: 6.238e-04, eta: 0:44:14, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1911, decode.acc_seg: 61.4283, loss: 1.1911 2024-01-03 10:07:01,220 - mmseg - INFO - Iter [15100/40000] lr: 6.225e-04, eta: 0:44:08, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2098, decode.acc_seg: 60.6603, loss: 1.2098 2024-01-03 10:07:06,301 - mmseg - INFO - Iter [15150/40000] lr: 6.213e-04, eta: 0:44:03, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2493, decode.acc_seg: 59.9865, loss: 1.2493 2024-01-03 10:07:13,553 - mmseg - INFO - Iter [15200/40000] lr: 6.200e-04, eta: 0:44:01, time: 0.145, data_time: 0.046, memory: 3299, decode.loss_ce: 1.1619, decode.acc_seg: 60.9728, loss: 1.1619 2024-01-03 10:07:18,631 - mmseg - INFO - Iter [15250/40000] lr: 6.188e-04, eta: 0:43:55, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2216, decode.acc_seg: 59.5372, loss: 1.2216 2024-01-03 10:07:23,701 - mmseg - INFO - Iter [15300/40000] lr: 6.175e-04, eta: 0:43:49, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2148, decode.acc_seg: 60.9529, loss: 1.2148 2024-01-03 10:07:28,924 - mmseg - INFO - Iter [15350/40000] lr: 6.163e-04, eta: 0:43:44, time: 0.104, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1499, decode.acc_seg: 61.1023, loss: 1.1499 2024-01-03 10:07:34,003 - mmseg - INFO - Iter [15400/40000] lr: 6.150e-04, eta: 0:43:38, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2341, decode.acc_seg: 59.5393, loss: 1.2341 2024-01-03 10:07:39,258 - mmseg - INFO - Iter [15450/40000] lr: 6.138e-04, eta: 0:43:32, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2052, decode.acc_seg: 60.8717, loss: 1.2052 2024-01-03 10:07:44,339 - mmseg - INFO - Iter [15500/40000] lr: 6.125e-04, eta: 0:43:27, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2135, decode.acc_seg: 60.1305, loss: 1.2135 2024-01-03 10:07:49,417 - mmseg - INFO - Iter [15550/40000] lr: 6.113e-04, eta: 0:43:21, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2152, decode.acc_seg: 59.4287, loss: 1.2152 2024-01-03 10:07:54,498 - mmseg - INFO - Iter [15600/40000] lr: 6.100e-04, eta: 0:43:15, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2899, decode.acc_seg: 58.0917, loss: 1.2899 2024-01-03 10:07:59,583 - mmseg - INFO - Iter [15650/40000] lr: 6.088e-04, eta: 0:43:10, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1917, decode.acc_seg: 60.3761, loss: 1.1917 2024-01-03 10:08:04,656 - mmseg - INFO - Iter [15700/40000] lr: 6.075e-04, eta: 0:43:04, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1822, decode.acc_seg: 60.2666, loss: 1.1822 2024-01-03 10:08:09,735 - mmseg - INFO - Iter [15750/40000] lr: 6.063e-04, eta: 0:42:58, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2138, decode.acc_seg: 59.8355, loss: 1.2138 2024-01-03 10:08:14,815 - mmseg - INFO - Iter [15800/40000] lr: 6.050e-04, eta: 0:42:53, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1844, decode.acc_seg: 60.4289, loss: 1.1844 2024-01-03 10:08:19,897 - mmseg - INFO - Iter [15850/40000] lr: 6.038e-04, eta: 0:42:47, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1773, decode.acc_seg: 60.5924, loss: 1.1773 2024-01-03 10:08:24,973 - mmseg - INFO - Iter [15900/40000] lr: 6.025e-04, eta: 0:42:41, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2181, decode.acc_seg: 59.8333, loss: 1.2181 2024-01-03 10:08:30,052 - mmseg - INFO - Iter [15950/40000] lr: 6.013e-04, eta: 0:42:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2005, decode.acc_seg: 60.3331, loss: 1.2005 2024-01-03 10:08:35,126 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:08:35,126 - mmseg - INFO - Iter [16000/40000] lr: 6.000e-04, eta: 0:42:30, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1792, decode.acc_seg: 60.6146, loss: 1.1792 2024-01-03 10:08:40,205 - mmseg - INFO - Iter [16050/40000] lr: 5.988e-04, eta: 0:42:24, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2247, decode.acc_seg: 60.1980, loss: 1.2247 2024-01-03 10:08:45,281 - mmseg - INFO - Iter [16100/40000] lr: 5.975e-04, eta: 0:42:19, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2466, decode.acc_seg: 58.9859, loss: 1.2466 2024-01-03 10:08:50,361 - mmseg - INFO - Iter [16150/40000] lr: 5.963e-04, eta: 0:42:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1566, decode.acc_seg: 61.1371, loss: 1.1566 2024-01-03 10:08:55,441 - mmseg - INFO - Iter [16200/40000] lr: 5.950e-04, eta: 0:42:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2185, decode.acc_seg: 60.2543, loss: 1.2185 2024-01-03 10:09:00,526 - mmseg - INFO - Iter [16250/40000] lr: 5.938e-04, eta: 0:42:02, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1705, decode.acc_seg: 61.0215, loss: 1.1705 2024-01-03 10:09:05,611 - mmseg - INFO - Iter [16300/40000] lr: 5.925e-04, eta: 0:41:56, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2256, decode.acc_seg: 60.5646, loss: 1.2256 2024-01-03 10:09:10,696 - mmseg - INFO - Iter [16350/40000] lr: 5.913e-04, eta: 0:41:50, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1803, decode.acc_seg: 61.6196, loss: 1.1803 2024-01-03 10:09:16,064 - mmseg - INFO - Iter [16400/40000] lr: 5.900e-04, eta: 0:41:45, time: 0.107, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2284, decode.acc_seg: 59.3454, loss: 1.2284 2024-01-03 10:09:23,305 - mmseg - INFO - Iter [16450/40000] lr: 5.888e-04, eta: 0:41:43, time: 0.145, data_time: 0.046, memory: 3299, decode.loss_ce: 1.2577, decode.acc_seg: 59.0402, loss: 1.2577 2024-01-03 10:09:28,386 - mmseg - INFO - Iter [16500/40000] lr: 5.875e-04, eta: 0:41:37, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2051, decode.acc_seg: 60.0938, loss: 1.2051 2024-01-03 10:09:33,465 - mmseg - INFO - Iter [16550/40000] lr: 5.863e-04, eta: 0:41:31, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2189, decode.acc_seg: 59.8874, loss: 1.2189 2024-01-03 10:09:38,542 - mmseg - INFO - Iter [16600/40000] lr: 5.850e-04, eta: 0:41:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2184, decode.acc_seg: 61.1597, loss: 1.2184 2024-01-03 10:09:43,619 - mmseg - INFO - Iter [16650/40000] lr: 5.838e-04, eta: 0:41:20, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2256, decode.acc_seg: 60.4498, loss: 1.2256 2024-01-03 10:09:48,694 - mmseg - INFO - Iter [16700/40000] lr: 5.825e-04, eta: 0:41:14, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2145, decode.acc_seg: 60.0146, loss: 1.2145 2024-01-03 10:09:53,768 - mmseg - INFO - Iter [16750/40000] lr: 5.813e-04, eta: 0:41:09, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2480, decode.acc_seg: 59.9073, loss: 1.2480 2024-01-03 10:09:58,848 - mmseg - INFO - Iter [16800/40000] lr: 5.800e-04, eta: 0:41:03, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1723, decode.acc_seg: 61.4508, loss: 1.1723 2024-01-03 10:10:03,925 - mmseg - INFO - Iter [16850/40000] lr: 5.788e-04, eta: 0:40:57, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1709, decode.acc_seg: 62.0991, loss: 1.1709 2024-01-03 10:10:09,167 - mmseg - INFO - Iter [16900/40000] lr: 5.775e-04, eta: 0:40:52, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1802, decode.acc_seg: 60.9198, loss: 1.1802 2024-01-03 10:10:14,246 - mmseg - INFO - Iter [16950/40000] lr: 5.763e-04, eta: 0:40:46, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1744, decode.acc_seg: 61.5342, loss: 1.1744 2024-01-03 10:10:19,327 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:10:19,327 - mmseg - INFO - Iter [17000/40000] lr: 5.750e-04, eta: 0:40:41, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2605, decode.acc_seg: 59.1746, loss: 1.2605 2024-01-03 10:10:24,405 - mmseg - INFO - Iter [17050/40000] lr: 5.738e-04, eta: 0:40:35, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1889, decode.acc_seg: 61.1154, loss: 1.1889 2024-01-03 10:10:29,580 - mmseg - INFO - Iter [17100/40000] lr: 5.725e-04, eta: 0:40:30, time: 0.104, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2094, decode.acc_seg: 60.8595, loss: 1.2094 2024-01-03 10:10:34,654 - mmseg - INFO - Iter [17150/40000] lr: 5.713e-04, eta: 0:40:24, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2682, decode.acc_seg: 58.4690, loss: 1.2682 2024-01-03 10:10:39,732 - mmseg - INFO - Iter [17200/40000] lr: 5.700e-04, eta: 0:40:19, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2499, decode.acc_seg: 59.4140, loss: 1.2499 2024-01-03 10:10:44,803 - mmseg - INFO - Iter [17250/40000] lr: 5.688e-04, eta: 0:40:13, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2207, decode.acc_seg: 59.7777, loss: 1.2207 2024-01-03 10:10:49,944 - mmseg - INFO - Iter [17300/40000] lr: 5.675e-04, eta: 0:40:07, time: 0.103, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2201, decode.acc_seg: 59.5118, loss: 1.2201 2024-01-03 10:10:55,018 - mmseg - INFO - Iter [17350/40000] lr: 5.663e-04, eta: 0:40:02, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2724, decode.acc_seg: 59.5445, loss: 1.2724 2024-01-03 10:11:00,218 - mmseg - INFO - Iter [17400/40000] lr: 5.650e-04, eta: 0:39:56, time: 0.104, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2001, decode.acc_seg: 60.4295, loss: 1.2001 2024-01-03 10:11:05,300 - mmseg - INFO - Iter [17450/40000] lr: 5.638e-04, eta: 0:39:51, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1767, decode.acc_seg: 60.5892, loss: 1.1767 2024-01-03 10:11:10,388 - mmseg - INFO - Iter [17500/40000] lr: 5.625e-04, eta: 0:39:45, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2097, decode.acc_seg: 59.8809, loss: 1.2097 2024-01-03 10:11:15,470 - mmseg - INFO - Iter [17550/40000] lr: 5.613e-04, eta: 0:39:40, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1536, decode.acc_seg: 61.1998, loss: 1.1536 2024-01-03 10:11:20,553 - mmseg - INFO - Iter [17600/40000] lr: 5.600e-04, eta: 0:39:34, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2150, decode.acc_seg: 60.2522, loss: 1.2150 2024-01-03 10:11:25,636 - mmseg - INFO - Iter [17650/40000] lr: 5.588e-04, eta: 0:39:28, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2114, decode.acc_seg: 60.1141, loss: 1.2114 2024-01-03 10:11:32,972 - mmseg - INFO - Iter [17700/40000] lr: 5.575e-04, eta: 0:39:26, time: 0.147, data_time: 0.048, memory: 3299, decode.loss_ce: 1.1953, decode.acc_seg: 60.2264, loss: 1.1953 2024-01-03 10:11:38,051 - mmseg - INFO - Iter [17750/40000] lr: 5.563e-04, eta: 0:39:20, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2148, decode.acc_seg: 60.6023, loss: 1.2148 2024-01-03 10:11:43,129 - mmseg - INFO - Iter [17800/40000] lr: 5.550e-04, eta: 0:39:15, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1779, decode.acc_seg: 60.5598, loss: 1.1779 2024-01-03 10:11:48,205 - mmseg - INFO - Iter [17850/40000] lr: 5.538e-04, eta: 0:39:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2434, decode.acc_seg: 58.6330, loss: 1.2434 2024-01-03 10:11:53,288 - mmseg - INFO - Iter [17900/40000] lr: 5.525e-04, eta: 0:39:03, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1648, decode.acc_seg: 60.7572, loss: 1.1648 2024-01-03 10:11:58,371 - mmseg - INFO - Iter [17950/40000] lr: 5.513e-04, eta: 0:38:58, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2125, decode.acc_seg: 60.4951, loss: 1.2125 2024-01-03 10:12:03,460 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:12:03,460 - mmseg - INFO - Iter [18000/40000] lr: 5.500e-04, eta: 0:38:52, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2002, decode.acc_seg: 60.8728, loss: 1.2002 2024-01-03 10:12:08,549 - mmseg - INFO - Iter [18050/40000] lr: 5.488e-04, eta: 0:38:47, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2172, decode.acc_seg: 60.6749, loss: 1.2172 2024-01-03 10:12:13,628 - mmseg - INFO - Iter [18100/40000] lr: 5.475e-04, eta: 0:38:41, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2518, decode.acc_seg: 58.7529, loss: 1.2518 2024-01-03 10:12:18,708 - mmseg - INFO - Iter [18150/40000] lr: 5.463e-04, eta: 0:38:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2082, decode.acc_seg: 60.5198, loss: 1.2082 2024-01-03 10:12:23,790 - mmseg - INFO - Iter [18200/40000] lr: 5.450e-04, eta: 0:38:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1786, decode.acc_seg: 60.3871, loss: 1.1786 2024-01-03 10:12:28,873 - mmseg - INFO - Iter [18250/40000] lr: 5.438e-04, eta: 0:38:24, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1828, decode.acc_seg: 60.2633, loss: 1.1828 2024-01-03 10:12:33,952 - mmseg - INFO - Iter [18300/40000] lr: 5.425e-04, eta: 0:38:19, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1724, decode.acc_seg: 61.1021, loss: 1.1724 2024-01-03 10:12:39,045 - mmseg - INFO - Iter [18350/40000] lr: 5.413e-04, eta: 0:38:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2097, decode.acc_seg: 59.7564, loss: 1.2097 2024-01-03 10:12:44,134 - mmseg - INFO - Iter [18400/40000] lr: 5.400e-04, eta: 0:38:08, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2253, decode.acc_seg: 59.6354, loss: 1.2253 2024-01-03 10:12:49,225 - mmseg - INFO - Iter [18450/40000] lr: 5.388e-04, eta: 0:38:02, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1585, decode.acc_seg: 61.9040, loss: 1.1585 2024-01-03 10:12:54,309 - mmseg - INFO - Iter [18500/40000] lr: 5.375e-04, eta: 0:37:57, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2393, decode.acc_seg: 60.2461, loss: 1.2393 2024-01-03 10:12:59,399 - mmseg - INFO - Iter [18550/40000] lr: 5.363e-04, eta: 0:37:51, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1828, decode.acc_seg: 61.1281, loss: 1.1828 2024-01-03 10:13:04,604 - mmseg - INFO - Iter [18600/40000] lr: 5.350e-04, eta: 0:37:46, time: 0.104, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2324, decode.acc_seg: 59.5635, loss: 1.2324 2024-01-03 10:13:09,687 - mmseg - INFO - Iter [18650/40000] lr: 5.338e-04, eta: 0:37:40, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2308, decode.acc_seg: 60.7090, loss: 1.2308 2024-01-03 10:13:14,776 - mmseg - INFO - Iter [18700/40000] lr: 5.325e-04, eta: 0:37:35, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1900, decode.acc_seg: 60.2314, loss: 1.1900 2024-01-03 10:13:19,861 - mmseg - INFO - Iter [18750/40000] lr: 5.313e-04, eta: 0:37:29, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2477, decode.acc_seg: 59.3592, loss: 1.2477 2024-01-03 10:13:24,955 - mmseg - INFO - Iter [18800/40000] lr: 5.300e-04, eta: 0:37:24, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2136, decode.acc_seg: 59.8612, loss: 1.2136 2024-01-03 10:13:30,039 - mmseg - INFO - Iter [18850/40000] lr: 5.288e-04, eta: 0:37:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1867, decode.acc_seg: 61.0348, loss: 1.1867 2024-01-03 10:13:35,131 - mmseg - INFO - Iter [18900/40000] lr: 5.275e-04, eta: 0:37:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1927, decode.acc_seg: 60.8863, loss: 1.1927 2024-01-03 10:13:42,578 - mmseg - INFO - Iter [18950/40000] lr: 5.263e-04, eta: 0:37:10, time: 0.149, data_time: 0.045, memory: 3299, decode.loss_ce: 1.2194, decode.acc_seg: 59.9540, loss: 1.2194 2024-01-03 10:13:47,657 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:13:47,657 - mmseg - INFO - Iter [19000/40000] lr: 5.250e-04, eta: 0:37:04, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1546, decode.acc_seg: 61.8918, loss: 1.1546 2024-01-03 10:13:52,741 - mmseg - INFO - Iter [19050/40000] lr: 5.238e-04, eta: 0:36:59, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1449, decode.acc_seg: 62.2780, loss: 1.1449 2024-01-03 10:13:57,827 - mmseg - INFO - Iter [19100/40000] lr: 5.225e-04, eta: 0:36:53, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1777, decode.acc_seg: 60.8634, loss: 1.1777 2024-01-03 10:14:02,914 - mmseg - INFO - Iter [19150/40000] lr: 5.213e-04, eta: 0:36:48, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2417, decode.acc_seg: 59.7850, loss: 1.2417 2024-01-03 10:14:07,997 - mmseg - INFO - Iter [19200/40000] lr: 5.200e-04, eta: 0:36:42, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1463, decode.acc_seg: 62.0010, loss: 1.1463 2024-01-03 10:14:13,080 - mmseg - INFO - Iter [19250/40000] lr: 5.188e-04, eta: 0:36:37, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1941, decode.acc_seg: 60.5399, loss: 1.1941 2024-01-03 10:14:18,162 - mmseg - INFO - Iter [19300/40000] lr: 5.175e-04, eta: 0:36:31, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2288, decode.acc_seg: 60.7323, loss: 1.2288 2024-01-03 10:14:23,248 - mmseg - INFO - Iter [19350/40000] lr: 5.163e-04, eta: 0:36:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2007, decode.acc_seg: 60.2198, loss: 1.2007 2024-01-03 10:14:28,334 - mmseg - INFO - Iter [19400/40000] lr: 5.150e-04, eta: 0:36:20, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1891, decode.acc_seg: 61.7099, loss: 1.1891 2024-01-03 10:14:33,622 - mmseg - INFO - Iter [19450/40000] lr: 5.138e-04, eta: 0:36:15, time: 0.106, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1757, decode.acc_seg: 61.4327, loss: 1.1757 2024-01-03 10:14:38,706 - mmseg - INFO - Iter [19500/40000] lr: 5.125e-04, eta: 0:36:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2538, decode.acc_seg: 59.9133, loss: 1.2538 2024-01-03 10:14:43,796 - mmseg - INFO - Iter [19550/40000] lr: 5.113e-04, eta: 0:36:04, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1814, decode.acc_seg: 61.0906, loss: 1.1814 2024-01-03 10:14:48,880 - mmseg - INFO - Iter [19600/40000] lr: 5.100e-04, eta: 0:35:58, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1630, decode.acc_seg: 61.1930, loss: 1.1630 2024-01-03 10:14:53,965 - mmseg - INFO - Iter [19650/40000] lr: 5.088e-04, eta: 0:35:53, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1776, decode.acc_seg: 60.6720, loss: 1.1776 2024-01-03 10:14:59,054 - mmseg - INFO - Iter [19700/40000] lr: 5.075e-04, eta: 0:35:47, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2298, decode.acc_seg: 59.6907, loss: 1.2298 2024-01-03 10:15:04,148 - mmseg - INFO - Iter [19750/40000] lr: 5.063e-04, eta: 0:35:42, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2216, decode.acc_seg: 60.5895, loss: 1.2216 2024-01-03 10:15:09,241 - mmseg - INFO - Iter [19800/40000] lr: 5.050e-04, eta: 0:35:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2173, decode.acc_seg: 60.3873, loss: 1.2173 2024-01-03 10:15:14,333 - mmseg - INFO - Iter [19850/40000] lr: 5.038e-04, eta: 0:35:31, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2387, decode.acc_seg: 59.2765, loss: 1.2387 2024-01-03 10:15:19,423 - mmseg - INFO - Iter [19900/40000] lr: 5.025e-04, eta: 0:35:25, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1943, decode.acc_seg: 60.6431, loss: 1.1943 2024-01-03 10:15:24,516 - mmseg - INFO - Iter [19950/40000] lr: 5.013e-04, eta: 0:35:20, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2023, decode.acc_seg: 61.1126, loss: 1.2023 2024-01-03 10:15:29,564 - mmseg - INFO - Saving checkpoint at 20000 iterations 2024-01-03 10:15:29,623 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:15:29,623 - mmseg - INFO - Iter [20000/40000] lr: 5.000e-04, eta: 0:35:14, time: 0.103, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1965, decode.acc_seg: 60.0915, loss: 1.1965 2024-01-03 10:15:43,862 - mmseg - INFO - per class results: 2024-01-03 10:15:43,867 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 56.99 | 79.24 | | building | 64.67 | 87.68 | | sky | 89.66 | 96.13 | | floor | 61.69 | 77.91 | | tree | 59.19 | 79.92 | | ceiling | 67.45 | 82.96 | | road | 61.64 | 80.17 | | bed | 59.54 | 79.2 | | windowpane | 43.53 | 58.41 | | grass | 58.44 | 74.06 | | cabinet | 33.04 | 51.58 | | sidewalk | 39.22 | 61.18 | | person | 60.48 | 80.45 | | earth | 19.19 | 21.76 | | door | 10.64 | 14.47 | | table | 21.68 | 30.64 | | mountain | 37.28 | 61.5 | | plant | 35.37 | 52.01 | | curtain | 44.26 | 51.62 | | chair | 31.98 | 49.38 | | car | 62.5 | 83.05 | | water | 34.89 | 55.0 | | painting | 44.28 | 58.09 | | sofa | 32.84 | 51.67 | | shelf | 17.51 | 35.35 | | house | 18.22 | 22.34 | | sea | 33.44 | 54.65 | | mirror | 14.21 | 15.92 | | rug | 36.03 | 45.62 | | field | 11.66 | 20.09 | | armchair | 13.9 | 21.64 | | seat | 29.19 | 35.98 | | fence | 19.74 | 24.69 | | desk | 16.92 | 20.29 | | rock | 17.26 | 24.61 | | wardrobe | 7.28 | 7.62 | | lamp | 33.0 | 44.12 | | bathtub | 35.67 | 42.96 | | railing | 13.81 | 16.81 | | cushion | 26.89 | 39.05 | | base | 1.24 | 1.29 | | box | 9.05 | 12.12 | | column | 18.87 | 22.28 | | signboard | 22.66 | 29.45 | | chest of drawers | 20.91 | 29.87 | | counter | 6.4 | 6.9 | | sand | 12.84 | 16.67 | | sink | 31.1 | 46.04 | | skyscraper | 37.59 | 46.05 | | fireplace | 27.29 | 40.03 | | refrigerator | 27.63 | 38.73 | | grandstand | 22.6 | 46.15 | | path | 13.11 | 17.56 | | stairs | 21.17 | 22.83 | | runway | 43.7 | 50.73 | | case | 31.65 | 36.6 | | pool table | 73.5 | 80.5 | | pillow | 30.24 | 37.19 | | screen door | 18.94 | 21.6 | | stairway | 4.47 | 6.83 | | river | 2.61 | 2.88 | | bridge | 12.13 | 16.43 | | bookcase | 8.65 | 10.18 | | blind | 19.56 | 21.78 | | coffee table | 27.59 | 43.96 | | toilet | 50.08 | 66.83 | | flower | 22.54 | 35.66 | | book | 18.65 | 24.25 | | hill | 4.18 | 6.22 | | bench | 22.84 | 26.12 | | countertop | 29.51 | 38.31 | | stove | 24.67 | 32.24 | | palm | 23.49 | 25.97 | | kitchen island | 10.23 | 17.15 | | computer | 28.78 | 38.13 | | swivel chair | 15.23 | 16.94 | | boat | 18.35 | 20.07 | | bar | 2.9 | 3.01 | | arcade machine | 3.03 | 4.89 | | hovel | 4.71 | 4.84 | | bus | 36.58 | 37.8 | | towel | 22.87 | 28.83 | | light | 33.01 | 52.24 | | truck | 0.3 | 0.36 | | tower | 26.28 | 32.08 | | chandelier | 44.28 | 56.11 | | awning | 4.79 | 5.94 | | streetlight | 3.39 | 3.63 | | booth | 0.48 | 0.68 | | television receiver | 32.55 | 40.05 | | airplane | 43.69 | 55.92 | | dirt track | 0.06 | 0.14 | | apparel | 18.7 | 26.65 | | pole | 9.32 | 14.29 | | land | 6.78 | 9.23 | | bannister | 1.24 | 1.4 | | escalator | 0.5 | 0.82 | | ottoman | 10.74 | 15.18 | | bottle | 4.09 | 5.11 | | buffet | 8.76 | 10.32 | | poster | 9.3 | 9.88 | | stage | 3.9 | 5.86 | | van | 8.39 | 11.34 | | ship | 1.31 | 1.54 | | fountain | 3.64 | 4.04 | | conveyer belt | 0.29 | 0.3 | | canopy | 3.42 | 3.62 | | washer | 22.66 | 23.5 | | plaything | 11.73 | 19.08 | | swimming pool | 10.68 | 16.01 | | stool | 2.54 | 2.79 | | barrel | 0.0 | 0.0 | | basket | 11.63 | 15.5 | | waterfall | 28.26 | 44.72 | | tent | 61.39 | 79.45 | | bag | 0.28 | 0.29 | | minibike | 18.38 | 24.1 | | cradle | 57.93 | 87.59 | | oven | 3.39 | 3.82 | | ball | 41.84 | 56.78 | | food | 48.52 | 57.64 | | step | 0.02 | 0.02 | | tank | 16.73 | 17.2 | | trade name | 7.7 | 8.12 | | microwave | 14.67 | 15.82 | | pot | 10.13 | 12.61 | | animal | 42.82 | 50.6 | | bicycle | 29.22 | 51.2 | | lake | 1.08 | 1.2 | | dishwasher | 13.12 | 21.07 | | screen | 55.09 | 65.59 | | blanket | 0.35 | 0.36 | | sculpture | 0.0 | 0.0 | | hood | 22.21 | 32.05 | | sconce | 10.74 | 12.32 | | vase | 15.69 | 21.72 | | traffic light | 8.6 | 9.97 | | tray | 1.87 | 2.41 | | ashcan | 9.31 | 10.43 | | fan | 31.55 | 41.87 | | pier | 9.75 | 11.19 | | crt screen | 6.9 | 8.94 | | plate | 28.34 | 37.88 | | monitor | 1.4 | 1.62 | | bulletin board | 15.46 | 17.17 | | shower | 0.0 | 0.0 | | radiator | 21.74 | 22.26 | | glass | 9.0 | 11.21 | | clock | 4.3 | 5.32 | | flag | 18.89 | 22.12 | +---------------------+-------+-------+ 2024-01-03 10:15:43,867 - mmseg - INFO - Summary: 2024-01-03 10:15:43,867 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 67.67 | 22.43 | 29.55 | +-------+-------+-------+ 2024-01-03 10:15:43,868 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:15:43,868 - mmseg - INFO - Iter(val) [250] aAcc: 0.6767, mIoU: 0.2243, mAcc: 0.2955, IoU.wall: 0.5699, IoU.building: 0.6467, IoU.sky: 0.8966, IoU.floor: 0.6169, IoU.tree: 0.5919, IoU.ceiling: 0.6745, IoU.road: 0.6164, IoU.bed : 0.5954, IoU.windowpane: 0.4353, IoU.grass: 0.5844, IoU.cabinet: 0.3304, IoU.sidewalk: 0.3922, IoU.person: 0.6048, IoU.earth: 0.1919, IoU.door: 0.1064, IoU.table: 0.2168, IoU.mountain: 0.3728, IoU.plant: 0.3537, IoU.curtain: 0.4426, IoU.chair: 0.3198, IoU.car: 0.6250, IoU.water: 0.3489, IoU.painting: 0.4428, IoU.sofa: 0.3284, IoU.shelf: 0.1751, IoU.house: 0.1822, IoU.sea: 0.3344, IoU.mirror: 0.1421, IoU.rug: 0.3603, IoU.field: 0.1166, IoU.armchair: 0.1390, IoU.seat: 0.2919, IoU.fence: 0.1974, IoU.desk: 0.1692, IoU.rock: 0.1726, IoU.wardrobe: 0.0728, IoU.lamp: 0.3300, IoU.bathtub: 0.3567, IoU.railing: 0.1381, IoU.cushion: 0.2689, IoU.base: 0.0124, IoU.box: 0.0905, IoU.column: 0.1887, IoU.signboard: 0.2266, IoU.chest of drawers: 0.2091, IoU.counter: 0.0640, IoU.sand: 0.1284, IoU.sink: 0.3110, IoU.skyscraper: 0.3759, IoU.fireplace: 0.2729, IoU.refrigerator: 0.2763, IoU.grandstand: 0.2260, IoU.path: 0.1311, IoU.stairs: 0.2117, IoU.runway: 0.4370, IoU.case: 0.3165, IoU.pool table: 0.7350, IoU.pillow: 0.3024, IoU.screen door: 0.1894, IoU.stairway: 0.0447, IoU.river: 0.0261, IoU.bridge: 0.1213, IoU.bookcase: 0.0865, IoU.blind: 0.1956, IoU.coffee table: 0.2759, IoU.toilet: 0.5008, IoU.flower: 0.2254, IoU.book: 0.1865, IoU.hill: 0.0418, IoU.bench: 0.2284, IoU.countertop: 0.2951, IoU.stove: 0.2467, IoU.palm: 0.2349, IoU.kitchen island: 0.1023, IoU.computer: 0.2878, IoU.swivel chair: 0.1523, IoU.boat: 0.1835, IoU.bar: 0.0290, IoU.arcade machine: 0.0303, IoU.hovel: 0.0471, IoU.bus: 0.3658, IoU.towel: 0.2287, IoU.light: 0.3301, IoU.truck: 0.0030, IoU.tower: 0.2628, IoU.chandelier: 0.4428, IoU.awning: 0.0479, IoU.streetlight: 0.0339, IoU.booth: 0.0048, IoU.television receiver: 0.3255, IoU.airplane: 0.4369, IoU.dirt track: 0.0006, IoU.apparel: 0.1870, IoU.pole: 0.0932, IoU.land: 0.0678, IoU.bannister: 0.0124, IoU.escalator: 0.0050, IoU.ottoman: 0.1074, IoU.bottle: 0.0409, IoU.buffet: 0.0876, IoU.poster: 0.0930, IoU.stage: 0.0390, IoU.van: 0.0839, IoU.ship: 0.0131, IoU.fountain: 0.0364, IoU.conveyer belt: 0.0029, IoU.canopy: 0.0342, IoU.washer: 0.2266, IoU.plaything: 0.1173, IoU.swimming pool: 0.1068, IoU.stool: 0.0254, IoU.barrel: 0.0000, IoU.basket: 0.1163, IoU.waterfall: 0.2826, IoU.tent: 0.6139, IoU.bag: 0.0028, IoU.minibike: 0.1838, IoU.cradle: 0.5793, IoU.oven: 0.0339, IoU.ball: 0.4184, IoU.food: 0.4852, IoU.step: 0.0002, IoU.tank: 0.1673, IoU.trade name: 0.0770, IoU.microwave: 0.1467, IoU.pot: 0.1013, IoU.animal: 0.4282, IoU.bicycle: 0.2922, IoU.lake: 0.0108, IoU.dishwasher: 0.1312, IoU.screen: 0.5509, IoU.blanket: 0.0035, IoU.sculpture: 0.0000, IoU.hood: 0.2221, IoU.sconce: 0.1074, IoU.vase: 0.1569, IoU.traffic light: 0.0860, IoU.tray: 0.0187, IoU.ashcan: 0.0931, IoU.fan: 0.3155, IoU.pier: 0.0975, IoU.crt screen: 0.0690, IoU.plate: 0.2834, IoU.monitor: 0.0140, IoU.bulletin board: 0.1546, IoU.shower: 0.0000, IoU.radiator: 0.2174, IoU.glass: 0.0900, IoU.clock: 0.0430, IoU.flag: 0.1889, Acc.wall: 0.7924, Acc.building: 0.8768, Acc.sky: 0.9613, Acc.floor: 0.7791, Acc.tree: 0.7992, Acc.ceiling: 0.8296, Acc.road: 0.8017, Acc.bed : 0.7920, Acc.windowpane: 0.5841, Acc.grass: 0.7406, Acc.cabinet: 0.5158, Acc.sidewalk: 0.6118, Acc.person: 0.8045, Acc.earth: 0.2176, Acc.door: 0.1447, Acc.table: 0.3064, Acc.mountain: 0.6150, Acc.plant: 0.5201, Acc.curtain: 0.5162, Acc.chair: 0.4938, Acc.car: 0.8305, Acc.water: 0.5500, Acc.painting: 0.5809, Acc.sofa: 0.5167, Acc.shelf: 0.3535, Acc.house: 0.2234, Acc.sea: 0.5465, Acc.mirror: 0.1592, Acc.rug: 0.4562, Acc.field: 0.2009, Acc.armchair: 0.2164, Acc.seat: 0.3598, Acc.fence: 0.2469, Acc.desk: 0.2029, Acc.rock: 0.2461, Acc.wardrobe: 0.0762, Acc.lamp: 0.4412, Acc.bathtub: 0.4296, Acc.railing: 0.1681, Acc.cushion: 0.3905, Acc.base: 0.0129, Acc.box: 0.1212, Acc.column: 0.2228, Acc.signboard: 0.2945, Acc.chest of drawers: 0.2987, Acc.counter: 0.0690, Acc.sand: 0.1667, Acc.sink: 0.4604, Acc.skyscraper: 0.4605, Acc.fireplace: 0.4003, Acc.refrigerator: 0.3873, Acc.grandstand: 0.4615, Acc.path: 0.1756, Acc.stairs: 0.2283, Acc.runway: 0.5073, Acc.case: 0.3660, Acc.pool table: 0.8050, Acc.pillow: 0.3719, Acc.screen door: 0.2160, Acc.stairway: 0.0683, Acc.river: 0.0288, Acc.bridge: 0.1643, Acc.bookcase: 0.1018, Acc.blind: 0.2178, Acc.coffee table: 0.4396, Acc.toilet: 0.6683, Acc.flower: 0.3566, Acc.book: 0.2425, Acc.hill: 0.0622, Acc.bench: 0.2612, Acc.countertop: 0.3831, Acc.stove: 0.3224, Acc.palm: 0.2597, Acc.kitchen island: 0.1715, Acc.computer: 0.3813, Acc.swivel chair: 0.1694, Acc.boat: 0.2007, Acc.bar: 0.0301, Acc.arcade machine: 0.0489, Acc.hovel: 0.0484, Acc.bus: 0.3780, Acc.towel: 0.2883, Acc.light: 0.5224, Acc.truck: 0.0036, Acc.tower: 0.3208, Acc.chandelier: 0.5611, Acc.awning: 0.0594, Acc.streetlight: 0.0363, Acc.booth: 0.0068, Acc.television receiver: 0.4005, Acc.airplane: 0.5592, Acc.dirt track: 0.0014, Acc.apparel: 0.2665, Acc.pole: 0.1429, Acc.land: 0.0923, Acc.bannister: 0.0140, Acc.escalator: 0.0082, Acc.ottoman: 0.1518, Acc.bottle: 0.0511, Acc.buffet: 0.1032, Acc.poster: 0.0988, Acc.stage: 0.0586, Acc.van: 0.1134, Acc.ship: 0.0154, Acc.fountain: 0.0404, Acc.conveyer belt: 0.0030, Acc.canopy: 0.0362, Acc.washer: 0.2350, Acc.plaything: 0.1908, Acc.swimming pool: 0.1601, Acc.stool: 0.0279, Acc.barrel: 0.0000, Acc.basket: 0.1550, Acc.waterfall: 0.4472, Acc.tent: 0.7945, Acc.bag: 0.0029, Acc.minibike: 0.2410, Acc.cradle: 0.8759, Acc.oven: 0.0382, Acc.ball: 0.5678, Acc.food: 0.5764, Acc.step: 0.0002, Acc.tank: 0.1720, Acc.trade name: 0.0812, Acc.microwave: 0.1582, Acc.pot: 0.1261, Acc.animal: 0.5060, Acc.bicycle: 0.5120, Acc.lake: 0.0120, Acc.dishwasher: 0.2107, Acc.screen: 0.6559, Acc.blanket: 0.0036, Acc.sculpture: 0.0000, Acc.hood: 0.3205, Acc.sconce: 0.1232, Acc.vase: 0.2172, Acc.traffic light: 0.0997, Acc.tray: 0.0241, Acc.ashcan: 0.1043, Acc.fan: 0.4187, Acc.pier: 0.1119, Acc.crt screen: 0.0894, Acc.plate: 0.3788, Acc.monitor: 0.0162, Acc.bulletin board: 0.1717, Acc.shower: 0.0000, Acc.radiator: 0.2226, Acc.glass: 0.1121, Acc.clock: 0.0532, Acc.flag: 0.2212 2024-01-03 10:15:48,968 - mmseg - INFO - Iter [20050/40000] lr: 4.988e-04, eta: 0:35:23, time: 0.386, data_time: 0.288, memory: 3299, decode.loss_ce: 1.1946, decode.acc_seg: 61.0940, loss: 1.1946 2024-01-03 10:15:54,059 - mmseg - INFO - Iter [20100/40000] lr: 4.975e-04, eta: 0:35:17, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1593, decode.acc_seg: 61.7416, loss: 1.1593 2024-01-03 10:15:59,143 - mmseg - INFO - Iter [20150/40000] lr: 4.963e-04, eta: 0:35:12, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2199, decode.acc_seg: 59.2782, loss: 1.2199 2024-01-03 10:16:04,229 - mmseg - INFO - Iter [20200/40000] lr: 4.950e-04, eta: 0:35:06, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1976, decode.acc_seg: 60.7541, loss: 1.1976 2024-01-03 10:16:11,555 - mmseg - INFO - Iter [20250/40000] lr: 4.938e-04, eta: 0:35:03, time: 0.147, data_time: 0.046, memory: 3299, decode.loss_ce: 1.2103, decode.acc_seg: 59.8052, loss: 1.2103 2024-01-03 10:16:16,625 - mmseg - INFO - Iter [20300/40000] lr: 4.925e-04, eta: 0:34:57, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1297, decode.acc_seg: 62.2436, loss: 1.1297 2024-01-03 10:16:21,700 - mmseg - INFO - Iter [20350/40000] lr: 4.913e-04, eta: 0:34:52, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1996, decode.acc_seg: 61.3057, loss: 1.1996 2024-01-03 10:16:26,777 - mmseg - INFO - Iter [20400/40000] lr: 4.900e-04, eta: 0:34:46, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1642, decode.acc_seg: 61.3756, loss: 1.1642 2024-01-03 10:16:31,848 - mmseg - INFO - Iter [20450/40000] lr: 4.888e-04, eta: 0:34:41, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2135, decode.acc_seg: 60.4561, loss: 1.2135 2024-01-03 10:16:36,924 - mmseg - INFO - Iter [20500/40000] lr: 4.875e-04, eta: 0:34:35, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1447, decode.acc_seg: 62.4521, loss: 1.1447 2024-01-03 10:16:42,000 - mmseg - INFO - Iter [20550/40000] lr: 4.863e-04, eta: 0:34:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1321, decode.acc_seg: 62.9760, loss: 1.1321 2024-01-03 10:16:47,074 - mmseg - INFO - Iter [20600/40000] lr: 4.850e-04, eta: 0:34:24, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1618, decode.acc_seg: 62.4967, loss: 1.1618 2024-01-03 10:16:52,153 - mmseg - INFO - Iter [20650/40000] lr: 4.838e-04, eta: 0:34:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1729, decode.acc_seg: 61.0279, loss: 1.1729 2024-01-03 10:16:57,229 - mmseg - INFO - Iter [20700/40000] lr: 4.825e-04, eta: 0:34:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2344, decode.acc_seg: 60.0170, loss: 1.2344 2024-01-03 10:17:02,308 - mmseg - INFO - Iter [20750/40000] lr: 4.813e-04, eta: 0:34:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1906, decode.acc_seg: 60.9034, loss: 1.1906 2024-01-03 10:17:07,377 - mmseg - INFO - Iter [20800/40000] lr: 4.800e-04, eta: 0:34:02, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2351, decode.acc_seg: 59.9995, loss: 1.2351 2024-01-03 10:17:12,449 - mmseg - INFO - Iter [20850/40000] lr: 4.788e-04, eta: 0:33:56, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1954, decode.acc_seg: 60.7510, loss: 1.1954 2024-01-03 10:17:17,525 - mmseg - INFO - Iter [20900/40000] lr: 4.775e-04, eta: 0:33:51, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1908, decode.acc_seg: 60.4530, loss: 1.1908 2024-01-03 10:17:22,709 - mmseg - INFO - Iter [20950/40000] lr: 4.763e-04, eta: 0:33:45, time: 0.104, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2056, decode.acc_seg: 60.9003, loss: 1.2056 2024-01-03 10:17:27,785 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:17:27,786 - mmseg - INFO - Iter [21000/40000] lr: 4.750e-04, eta: 0:33:40, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2251, decode.acc_seg: 59.8282, loss: 1.2251 2024-01-03 10:17:32,860 - mmseg - INFO - Iter [21050/40000] lr: 4.738e-04, eta: 0:33:34, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2026, decode.acc_seg: 59.6899, loss: 1.2026 2024-01-03 10:17:37,939 - mmseg - INFO - Iter [21100/40000] lr: 4.725e-04, eta: 0:33:29, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1745, decode.acc_seg: 60.9525, loss: 1.1745 2024-01-03 10:17:43,019 - mmseg - INFO - Iter [21150/40000] lr: 4.713e-04, eta: 0:33:23, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1861, decode.acc_seg: 60.7122, loss: 1.1861 2024-01-03 10:17:48,104 - mmseg - INFO - Iter [21200/40000] lr: 4.700e-04, eta: 0:33:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2480, decode.acc_seg: 59.3407, loss: 1.2480 2024-01-03 10:17:53,308 - mmseg - INFO - Iter [21250/40000] lr: 4.688e-04, eta: 0:33:12, time: 0.104, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2013, decode.acc_seg: 60.6360, loss: 1.2013 2024-01-03 10:17:58,388 - mmseg - INFO - Iter [21300/40000] lr: 4.675e-04, eta: 0:33:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2190, decode.acc_seg: 60.4034, loss: 1.2190 2024-01-03 10:18:03,469 - mmseg - INFO - Iter [21350/40000] lr: 4.663e-04, eta: 0:33:01, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1857, decode.acc_seg: 61.1789, loss: 1.1857 2024-01-03 10:18:08,545 - mmseg - INFO - Iter [21400/40000] lr: 4.650e-04, eta: 0:32:56, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1960, decode.acc_seg: 60.1506, loss: 1.1960 2024-01-03 10:18:13,625 - mmseg - INFO - Iter [21450/40000] lr: 4.638e-04, eta: 0:32:50, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2461, decode.acc_seg: 59.3396, loss: 1.2461 2024-01-03 10:18:20,966 - mmseg - INFO - Iter [21500/40000] lr: 4.625e-04, eta: 0:32:47, time: 0.147, data_time: 0.046, memory: 3299, decode.loss_ce: 1.1419, decode.acc_seg: 61.8825, loss: 1.1419 2024-01-03 10:18:26,039 - mmseg - INFO - Iter [21550/40000] lr: 4.613e-04, eta: 0:32:41, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1816, decode.acc_seg: 61.0493, loss: 1.1816 2024-01-03 10:18:31,117 - mmseg - INFO - Iter [21600/40000] lr: 4.600e-04, eta: 0:32:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1929, decode.acc_seg: 60.6462, loss: 1.1929 2024-01-03 10:18:36,192 - mmseg - INFO - Iter [21650/40000] lr: 4.588e-04, eta: 0:32:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2122, decode.acc_seg: 60.2444, loss: 1.2122 2024-01-03 10:18:41,259 - mmseg - INFO - Iter [21700/40000] lr: 4.575e-04, eta: 0:32:25, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2019, decode.acc_seg: 60.7711, loss: 1.2019 2024-01-03 10:18:46,334 - mmseg - INFO - Iter [21750/40000] lr: 4.563e-04, eta: 0:32:19, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1730, decode.acc_seg: 62.0215, loss: 1.1730 2024-01-03 10:18:51,410 - mmseg - INFO - Iter [21800/40000] lr: 4.550e-04, eta: 0:32:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1487, decode.acc_seg: 60.2360, loss: 1.1487 2024-01-03 10:18:56,485 - mmseg - INFO - Iter [21850/40000] lr: 4.538e-04, eta: 0:32:08, time: 0.101, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2585, decode.acc_seg: 59.4658, loss: 1.2585 2024-01-03 10:19:01,560 - mmseg - INFO - Iter [21900/40000] lr: 4.525e-04, eta: 0:32:02, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1738, decode.acc_seg: 62.1480, loss: 1.1738 2024-01-03 10:19:06,626 - mmseg - INFO - Iter [21950/40000] lr: 4.513e-04, eta: 0:31:57, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1054, decode.acc_seg: 62.9452, loss: 1.1054 2024-01-03 10:19:11,705 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:19:11,705 - mmseg - INFO - Iter [22000/40000] lr: 4.500e-04, eta: 0:31:51, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2449, decode.acc_seg: 57.6870, loss: 1.2449 2024-01-03 10:19:16,780 - mmseg - INFO - Iter [22050/40000] lr: 4.488e-04, eta: 0:31:46, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1461, decode.acc_seg: 62.3786, loss: 1.1461 2024-01-03 10:19:21,860 - mmseg - INFO - Iter [22100/40000] lr: 4.475e-04, eta: 0:31:40, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2305, decode.acc_seg: 60.4591, loss: 1.2305 2024-01-03 10:19:26,936 - mmseg - INFO - Iter [22150/40000] lr: 4.463e-04, eta: 0:31:35, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1529, decode.acc_seg: 60.7847, loss: 1.1529 2024-01-03 10:19:32,017 - mmseg - INFO - Iter [22200/40000] lr: 4.450e-04, eta: 0:31:29, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2380, decode.acc_seg: 58.7774, loss: 1.2380 2024-01-03 10:19:37,300 - mmseg - INFO - Iter [22250/40000] lr: 4.438e-04, eta: 0:31:24, time: 0.106, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2029, decode.acc_seg: 60.4618, loss: 1.2029 2024-01-03 10:19:42,371 - mmseg - INFO - Iter [22300/40000] lr: 4.425e-04, eta: 0:31:19, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1567, decode.acc_seg: 60.6761, loss: 1.1567 2024-01-03 10:19:47,444 - mmseg - INFO - Iter [22350/40000] lr: 4.413e-04, eta: 0:31:13, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1928, decode.acc_seg: 60.7365, loss: 1.1928 2024-01-03 10:19:52,516 - mmseg - INFO - Iter [22400/40000] lr: 4.400e-04, eta: 0:31:08, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2063, decode.acc_seg: 60.1780, loss: 1.2063 2024-01-03 10:19:57,740 - mmseg - INFO - Iter [22450/40000] lr: 4.388e-04, eta: 0:31:02, time: 0.104, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1927, decode.acc_seg: 60.9592, loss: 1.1927 2024-01-03 10:20:02,812 - mmseg - INFO - Iter [22500/40000] lr: 4.375e-04, eta: 0:30:57, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.3007, decode.acc_seg: 57.6983, loss: 1.3007 2024-01-03 10:20:07,877 - mmseg - INFO - Iter [22550/40000] lr: 4.363e-04, eta: 0:30:51, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1612, decode.acc_seg: 60.9758, loss: 1.1612 2024-01-03 10:20:12,949 - mmseg - INFO - Iter [22600/40000] lr: 4.350e-04, eta: 0:30:46, time: 0.101, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1530, decode.acc_seg: 62.2688, loss: 1.1530 2024-01-03 10:20:18,021 - mmseg - INFO - Iter [22650/40000] lr: 4.338e-04, eta: 0:30:40, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1969, decode.acc_seg: 61.4143, loss: 1.1969 2024-01-03 10:20:23,100 - mmseg - INFO - Iter [22700/40000] lr: 4.325e-04, eta: 0:30:35, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2260, decode.acc_seg: 59.0914, loss: 1.2260 2024-01-03 10:20:30,422 - mmseg - INFO - Iter [22750/40000] lr: 4.313e-04, eta: 0:30:31, time: 0.146, data_time: 0.046, memory: 3299, decode.loss_ce: 1.1250, decode.acc_seg: 61.7119, loss: 1.1250 2024-01-03 10:20:35,491 - mmseg - INFO - Iter [22800/40000] lr: 4.300e-04, eta: 0:30:26, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1860, decode.acc_seg: 61.1527, loss: 1.1860 2024-01-03 10:20:40,560 - mmseg - INFO - Iter [22850/40000] lr: 4.288e-04, eta: 0:30:20, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1579, decode.acc_seg: 61.3841, loss: 1.1579 2024-01-03 10:20:45,634 - mmseg - INFO - Iter [22900/40000] lr: 4.275e-04, eta: 0:30:15, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1178, decode.acc_seg: 62.2813, loss: 1.1178 2024-01-03 10:20:50,710 - mmseg - INFO - Iter [22950/40000] lr: 4.263e-04, eta: 0:30:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2140, decode.acc_seg: 60.4570, loss: 1.2140 2024-01-03 10:20:55,779 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:20:55,780 - mmseg - INFO - Iter [23000/40000] lr: 4.250e-04, eta: 0:30:04, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2258, decode.acc_seg: 59.6385, loss: 1.2258 2024-01-03 10:21:00,852 - mmseg - INFO - Iter [23050/40000] lr: 4.238e-04, eta: 0:29:58, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2027, decode.acc_seg: 60.4039, loss: 1.2027 2024-01-03 10:21:05,927 - mmseg - INFO - Iter [23100/40000] lr: 4.225e-04, eta: 0:29:53, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1873, decode.acc_seg: 60.7369, loss: 1.1873 2024-01-03 10:21:11,003 - mmseg - INFO - Iter [23150/40000] lr: 4.213e-04, eta: 0:29:47, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2366, decode.acc_seg: 60.7448, loss: 1.2366 2024-01-03 10:21:16,077 - mmseg - INFO - Iter [23200/40000] lr: 4.200e-04, eta: 0:29:42, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2107, decode.acc_seg: 60.4122, loss: 1.2107 2024-01-03 10:21:21,150 - mmseg - INFO - Iter [23250/40000] lr: 4.188e-04, eta: 0:29:36, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2521, decode.acc_seg: 58.9224, loss: 1.2521 2024-01-03 10:21:26,220 - mmseg - INFO - Iter [23300/40000] lr: 4.175e-04, eta: 0:29:31, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1384, decode.acc_seg: 61.7473, loss: 1.1384 2024-01-03 10:21:31,294 - mmseg - INFO - Iter [23350/40000] lr: 4.163e-04, eta: 0:29:25, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1684, decode.acc_seg: 61.6111, loss: 1.1684 2024-01-03 10:21:36,452 - mmseg - INFO - Iter [23400/40000] lr: 4.150e-04, eta: 0:29:20, time: 0.103, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2216, decode.acc_seg: 60.4586, loss: 1.2216 2024-01-03 10:21:41,523 - mmseg - INFO - Iter [23450/40000] lr: 4.138e-04, eta: 0:29:14, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1455, decode.acc_seg: 61.6593, loss: 1.1455 2024-01-03 10:21:46,595 - mmseg - INFO - Iter [23500/40000] lr: 4.125e-04, eta: 0:29:09, time: 0.101, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1894, decode.acc_seg: 61.2766, loss: 1.1894 2024-01-03 10:21:51,663 - mmseg - INFO - Iter [23550/40000] lr: 4.113e-04, eta: 0:29:04, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1970, decode.acc_seg: 60.8163, loss: 1.1970 2024-01-03 10:21:56,742 - mmseg - INFO - Iter [23600/40000] lr: 4.100e-04, eta: 0:28:58, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2034, decode.acc_seg: 60.1888, loss: 1.2034 2024-01-03 10:22:01,813 - mmseg - INFO - Iter [23650/40000] lr: 4.088e-04, eta: 0:28:53, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1421, decode.acc_seg: 62.0634, loss: 1.1421 2024-01-03 10:22:06,887 - mmseg - INFO - Iter [23700/40000] lr: 4.075e-04, eta: 0:28:47, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1426, decode.acc_seg: 62.2023, loss: 1.1426 2024-01-03 10:22:11,962 - mmseg - INFO - Iter [23750/40000] lr: 4.063e-04, eta: 0:28:42, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2230, decode.acc_seg: 60.6786, loss: 1.2230 2024-01-03 10:22:17,036 - mmseg - INFO - Iter [23800/40000] lr: 4.050e-04, eta: 0:28:36, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1952, decode.acc_seg: 60.4511, loss: 1.1952 2024-01-03 10:22:22,108 - mmseg - INFO - Iter [23850/40000] lr: 4.038e-04, eta: 0:28:31, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1508, decode.acc_seg: 60.9084, loss: 1.1508 2024-01-03 10:22:27,181 - mmseg - INFO - Iter [23900/40000] lr: 4.025e-04, eta: 0:28:25, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1746, decode.acc_seg: 61.2932, loss: 1.1746 2024-01-03 10:22:32,252 - mmseg - INFO - Iter [23950/40000] lr: 4.013e-04, eta: 0:28:20, time: 0.101, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1610, decode.acc_seg: 59.9997, loss: 1.1610 2024-01-03 10:22:39,522 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:22:39,522 - mmseg - INFO - Iter [24000/40000] lr: 4.000e-04, eta: 0:28:16, time: 0.145, data_time: 0.046, memory: 3299, decode.loss_ce: 1.1637, decode.acc_seg: 61.1669, loss: 1.1637 2024-01-03 10:22:44,592 - mmseg - INFO - Iter [24050/40000] lr: 3.988e-04, eta: 0:28:10, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1257, decode.acc_seg: 62.7692, loss: 1.1257 2024-01-03 10:22:49,668 - mmseg - INFO - Iter [24100/40000] lr: 3.975e-04, eta: 0:28:05, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1746, decode.acc_seg: 61.4293, loss: 1.1746 2024-01-03 10:22:54,735 - mmseg - INFO - Iter [24150/40000] lr: 3.963e-04, eta: 0:28:00, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2181, decode.acc_seg: 60.2137, loss: 1.2181 2024-01-03 10:22:59,810 - mmseg - INFO - Iter [24200/40000] lr: 3.950e-04, eta: 0:27:54, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1672, decode.acc_seg: 61.3326, loss: 1.1672 2024-01-03 10:23:04,878 - mmseg - INFO - Iter [24250/40000] lr: 3.938e-04, eta: 0:27:49, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1907, decode.acc_seg: 60.9907, loss: 1.1907 2024-01-03 10:23:09,949 - mmseg - INFO - Iter [24300/40000] lr: 3.925e-04, eta: 0:27:43, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1973, decode.acc_seg: 60.0303, loss: 1.1973 2024-01-03 10:23:15,019 - mmseg - INFO - Iter [24350/40000] lr: 3.913e-04, eta: 0:27:38, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1649, decode.acc_seg: 60.7399, loss: 1.1649 2024-01-03 10:23:20,091 - mmseg - INFO - Iter [24400/40000] lr: 3.900e-04, eta: 0:27:32, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1183, decode.acc_seg: 63.2902, loss: 1.1183 2024-01-03 10:23:25,165 - mmseg - INFO - Iter [24450/40000] lr: 3.888e-04, eta: 0:27:27, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2142, decode.acc_seg: 61.0000, loss: 1.2142 2024-01-03 10:23:30,457 - mmseg - INFO - Iter [24500/40000] lr: 3.875e-04, eta: 0:27:22, time: 0.106, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2098, decode.acc_seg: 59.9582, loss: 1.2098 2024-01-03 10:23:35,543 - mmseg - INFO - Iter [24550/40000] lr: 3.863e-04, eta: 0:27:16, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2020, decode.acc_seg: 60.4418, loss: 1.2020 2024-01-03 10:23:40,634 - mmseg - INFO - Iter [24600/40000] lr: 3.850e-04, eta: 0:27:11, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1886, decode.acc_seg: 60.5694, loss: 1.1886 2024-01-03 10:23:45,711 - mmseg - INFO - Iter [24650/40000] lr: 3.838e-04, eta: 0:27:05, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1709, decode.acc_seg: 60.8854, loss: 1.1709 2024-01-03 10:23:50,779 - mmseg - INFO - Iter [24700/40000] lr: 3.825e-04, eta: 0:27:00, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1954, decode.acc_seg: 60.1492, loss: 1.1954 2024-01-03 10:23:55,856 - mmseg - INFO - Iter [24750/40000] lr: 3.813e-04, eta: 0:26:54, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1408, decode.acc_seg: 61.5099, loss: 1.1408 2024-01-03 10:24:01,086 - mmseg - INFO - Iter [24800/40000] lr: 3.800e-04, eta: 0:26:49, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1781, decode.acc_seg: 60.7672, loss: 1.1781 2024-01-03 10:24:06,158 - mmseg - INFO - Iter [24850/40000] lr: 3.788e-04, eta: 0:26:44, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1286, decode.acc_seg: 62.7812, loss: 1.1286 2024-01-03 10:24:11,234 - mmseg - INFO - Iter [24900/40000] lr: 3.775e-04, eta: 0:26:38, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1464, decode.acc_seg: 62.3383, loss: 1.1464 2024-01-03 10:24:16,312 - mmseg - INFO - Iter [24950/40000] lr: 3.763e-04, eta: 0:26:33, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1766, decode.acc_seg: 61.0031, loss: 1.1766 2024-01-03 10:24:21,388 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:24:21,388 - mmseg - INFO - Iter [25000/40000] lr: 3.750e-04, eta: 0:26:27, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1907, decode.acc_seg: 60.6841, loss: 1.1907 2024-01-03 10:24:26,470 - mmseg - INFO - Iter [25050/40000] lr: 3.738e-04, eta: 0:26:22, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1666, decode.acc_seg: 61.8743, loss: 1.1666 2024-01-03 10:24:31,549 - mmseg - INFO - Iter [25100/40000] lr: 3.725e-04, eta: 0:26:17, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2060, decode.acc_seg: 59.8870, loss: 1.2060 2024-01-03 10:24:36,626 - mmseg - INFO - Iter [25150/40000] lr: 3.713e-04, eta: 0:26:11, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1336, decode.acc_seg: 62.0736, loss: 1.1336 2024-01-03 10:24:41,701 - mmseg - INFO - Iter [25200/40000] lr: 3.700e-04, eta: 0:26:06, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1949, decode.acc_seg: 60.5515, loss: 1.1949 2024-01-03 10:24:46,784 - mmseg - INFO - Iter [25250/40000] lr: 3.688e-04, eta: 0:26:00, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.0755, decode.acc_seg: 63.8642, loss: 1.0755 2024-01-03 10:24:54,066 - mmseg - INFO - Iter [25300/40000] lr: 3.675e-04, eta: 0:25:56, time: 0.146, data_time: 0.046, memory: 3299, decode.loss_ce: 1.1699, decode.acc_seg: 60.5958, loss: 1.1699 2024-01-03 10:24:59,138 - mmseg - INFO - Iter [25350/40000] lr: 3.663e-04, eta: 0:25:51, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2070, decode.acc_seg: 60.6205, loss: 1.2070 2024-01-03 10:25:04,223 - mmseg - INFO - Iter [25400/40000] lr: 3.650e-04, eta: 0:25:45, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1330, decode.acc_seg: 62.2904, loss: 1.1330 2024-01-03 10:25:09,306 - mmseg - INFO - Iter [25450/40000] lr: 3.638e-04, eta: 0:25:40, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1729, decode.acc_seg: 60.7401, loss: 1.1729 2024-01-03 10:25:14,392 - mmseg - INFO - Iter [25500/40000] lr: 3.625e-04, eta: 0:25:35, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1767, decode.acc_seg: 61.0948, loss: 1.1767 2024-01-03 10:25:19,473 - mmseg - INFO - Iter [25550/40000] lr: 3.613e-04, eta: 0:25:29, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1501, decode.acc_seg: 60.7204, loss: 1.1501 2024-01-03 10:25:24,553 - mmseg - INFO - Iter [25600/40000] lr: 3.600e-04, eta: 0:25:24, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1436, decode.acc_seg: 61.9906, loss: 1.1436 2024-01-03 10:25:29,637 - mmseg - INFO - Iter [25650/40000] lr: 3.588e-04, eta: 0:25:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1730, decode.acc_seg: 61.5064, loss: 1.1730 2024-01-03 10:25:34,727 - mmseg - INFO - Iter [25700/40000] lr: 3.575e-04, eta: 0:25:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1825, decode.acc_seg: 61.8287, loss: 1.1825 2024-01-03 10:25:39,812 - mmseg - INFO - Iter [25750/40000] lr: 3.563e-04, eta: 0:25:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1826, decode.acc_seg: 61.8134, loss: 1.1826 2024-01-03 10:25:44,895 - mmseg - INFO - Iter [25800/40000] lr: 3.550e-04, eta: 0:25:02, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1710, decode.acc_seg: 61.5157, loss: 1.1710 2024-01-03 10:25:49,977 - mmseg - INFO - Iter [25850/40000] lr: 3.538e-04, eta: 0:24:57, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1825, decode.acc_seg: 60.9714, loss: 1.1825 2024-01-03 10:25:55,059 - mmseg - INFO - Iter [25900/40000] lr: 3.525e-04, eta: 0:24:51, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1300, decode.acc_seg: 61.6417, loss: 1.1300 2024-01-03 10:26:00,138 - mmseg - INFO - Iter [25950/40000] lr: 3.513e-04, eta: 0:24:46, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2243, decode.acc_seg: 60.2192, loss: 1.2243 2024-01-03 10:26:05,218 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:26:05,219 - mmseg - INFO - Iter [26000/40000] lr: 3.500e-04, eta: 0:24:40, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1500, decode.acc_seg: 61.6987, loss: 1.1500 2024-01-03 10:26:10,464 - mmseg - INFO - Iter [26050/40000] lr: 3.488e-04, eta: 0:24:35, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1340, decode.acc_seg: 62.3321, loss: 1.1340 2024-01-03 10:26:15,547 - mmseg - INFO - Iter [26100/40000] lr: 3.475e-04, eta: 0:24:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1927, decode.acc_seg: 60.4321, loss: 1.1927 2024-01-03 10:26:20,667 - mmseg - INFO - Iter [26150/40000] lr: 3.463e-04, eta: 0:24:24, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1584, decode.acc_seg: 60.7309, loss: 1.1584 2024-01-03 10:26:25,758 - mmseg - INFO - Iter [26200/40000] lr: 3.450e-04, eta: 0:24:19, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1955, decode.acc_seg: 60.4561, loss: 1.1955 2024-01-03 10:26:30,846 - mmseg - INFO - Iter [26250/40000] lr: 3.438e-04, eta: 0:24:14, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1887, decode.acc_seg: 60.7646, loss: 1.1887 2024-01-03 10:26:35,935 - mmseg - INFO - Iter [26300/40000] lr: 3.425e-04, eta: 0:24:08, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1742, decode.acc_seg: 61.0047, loss: 1.1742 2024-01-03 10:26:41,028 - mmseg - INFO - Iter [26350/40000] lr: 3.413e-04, eta: 0:24:03, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2234, decode.acc_seg: 60.4960, loss: 1.2234 2024-01-03 10:26:46,117 - mmseg - INFO - Iter [26400/40000] lr: 3.400e-04, eta: 0:23:57, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1862, decode.acc_seg: 60.5609, loss: 1.1862 2024-01-03 10:26:51,215 - mmseg - INFO - Iter [26450/40000] lr: 3.388e-04, eta: 0:23:52, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2015, decode.acc_seg: 60.2015, loss: 1.2015 2024-01-03 10:26:56,300 - mmseg - INFO - Iter [26500/40000] lr: 3.375e-04, eta: 0:23:47, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2088, decode.acc_seg: 60.8844, loss: 1.2088 2024-01-03 10:27:03,779 - mmseg - INFO - Iter [26550/40000] lr: 3.363e-04, eta: 0:23:42, time: 0.150, data_time: 0.046, memory: 3299, decode.loss_ce: 1.2039, decode.acc_seg: 60.9760, loss: 1.2039 2024-01-03 10:27:08,864 - mmseg - INFO - Iter [26600/40000] lr: 3.350e-04, eta: 0:23:37, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1750, decode.acc_seg: 60.2723, loss: 1.1750 2024-01-03 10:27:14,044 - mmseg - INFO - Iter [26650/40000] lr: 3.338e-04, eta: 0:23:32, time: 0.104, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1688, decode.acc_seg: 61.2484, loss: 1.1688 2024-01-03 10:27:19,126 - mmseg - INFO - Iter [26700/40000] lr: 3.325e-04, eta: 0:23:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1803, decode.acc_seg: 60.5389, loss: 1.1803 2024-01-03 10:27:24,214 - mmseg - INFO - Iter [26750/40000] lr: 3.313e-04, eta: 0:23:21, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1487, decode.acc_seg: 61.6259, loss: 1.1487 2024-01-03 10:27:29,294 - mmseg - INFO - Iter [26800/40000] lr: 3.300e-04, eta: 0:23:16, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1492, decode.acc_seg: 62.1226, loss: 1.1492 2024-01-03 10:27:34,383 - mmseg - INFO - Iter [26850/40000] lr: 3.288e-04, eta: 0:23:10, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2200, decode.acc_seg: 59.9527, loss: 1.2200 2024-01-03 10:27:39,473 - mmseg - INFO - Iter [26900/40000] lr: 3.275e-04, eta: 0:23:05, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2212, decode.acc_seg: 59.5414, loss: 1.2212 2024-01-03 10:27:44,558 - mmseg - INFO - Iter [26950/40000] lr: 3.263e-04, eta: 0:22:59, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1701, decode.acc_seg: 62.0482, loss: 1.1701 2024-01-03 10:27:49,644 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:27:49,644 - mmseg - INFO - Iter [27000/40000] lr: 3.250e-04, eta: 0:22:54, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1499, decode.acc_seg: 61.7260, loss: 1.1499 2024-01-03 10:27:54,734 - mmseg - INFO - Iter [27050/40000] lr: 3.238e-04, eta: 0:22:49, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1287, decode.acc_seg: 62.1771, loss: 1.1287 2024-01-03 10:27:59,820 - mmseg - INFO - Iter [27100/40000] lr: 3.225e-04, eta: 0:22:43, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1374, decode.acc_seg: 62.0098, loss: 1.1374 2024-01-03 10:28:04,906 - mmseg - INFO - Iter [27150/40000] lr: 3.213e-04, eta: 0:22:38, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2032, decode.acc_seg: 59.6627, loss: 1.2032 2024-01-03 10:28:09,994 - mmseg - INFO - Iter [27200/40000] lr: 3.200e-04, eta: 0:22:32, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1791, decode.acc_seg: 60.9038, loss: 1.1791 2024-01-03 10:28:15,086 - mmseg - INFO - Iter [27250/40000] lr: 3.188e-04, eta: 0:22:27, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1594, decode.acc_seg: 61.7199, loss: 1.1594 2024-01-03 10:28:20,178 - mmseg - INFO - Iter [27300/40000] lr: 3.175e-04, eta: 0:22:22, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2058, decode.acc_seg: 60.9308, loss: 1.2058 2024-01-03 10:28:25,455 - mmseg - INFO - Iter [27350/40000] lr: 3.163e-04, eta: 0:22:16, time: 0.106, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2179, decode.acc_seg: 60.7877, loss: 1.2179 2024-01-03 10:28:30,541 - mmseg - INFO - Iter [27400/40000] lr: 3.150e-04, eta: 0:22:11, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1658, decode.acc_seg: 61.7807, loss: 1.1658 2024-01-03 10:28:35,817 - mmseg - INFO - Iter [27450/40000] lr: 3.138e-04, eta: 0:22:06, time: 0.106, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1900, decode.acc_seg: 60.3952, loss: 1.1900 2024-01-03 10:28:40,905 - mmseg - INFO - Iter [27500/40000] lr: 3.125e-04, eta: 0:22:00, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1742, decode.acc_seg: 61.1141, loss: 1.1742 2024-01-03 10:28:46,000 - mmseg - INFO - Iter [27550/40000] lr: 3.113e-04, eta: 0:21:55, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1908, decode.acc_seg: 60.1759, loss: 1.1908 2024-01-03 10:28:51,085 - mmseg - INFO - Iter [27600/40000] lr: 3.100e-04, eta: 0:21:50, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1225, decode.acc_seg: 62.9708, loss: 1.1225 2024-01-03 10:28:56,179 - mmseg - INFO - Iter [27650/40000] lr: 3.088e-04, eta: 0:21:44, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2045, decode.acc_seg: 59.9132, loss: 1.2045 2024-01-03 10:29:01,275 - mmseg - INFO - Iter [27700/40000] lr: 3.075e-04, eta: 0:21:39, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1391, decode.acc_seg: 61.5419, loss: 1.1391 2024-01-03 10:29:06,367 - mmseg - INFO - Iter [27750/40000] lr: 3.063e-04, eta: 0:21:34, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2087, decode.acc_seg: 60.1707, loss: 1.2087 2024-01-03 10:29:13,685 - mmseg - INFO - Iter [27800/40000] lr: 3.050e-04, eta: 0:21:29, time: 0.146, data_time: 0.048, memory: 3299, decode.loss_ce: 1.1243, decode.acc_seg: 61.1181, loss: 1.1243 2024-01-03 10:29:18,762 - mmseg - INFO - Iter [27850/40000] lr: 3.038e-04, eta: 0:21:24, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1588, decode.acc_seg: 60.6727, loss: 1.1588 2024-01-03 10:29:23,849 - mmseg - INFO - Iter [27900/40000] lr: 3.025e-04, eta: 0:21:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2049, decode.acc_seg: 60.2655, loss: 1.2049 2024-01-03 10:29:28,938 - mmseg - INFO - Iter [27950/40000] lr: 3.013e-04, eta: 0:21:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1781, decode.acc_seg: 60.8667, loss: 1.1781 2024-01-03 10:29:34,024 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:29:34,024 - mmseg - INFO - Iter [28000/40000] lr: 3.000e-04, eta: 0:21:08, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1711, decode.acc_seg: 61.5692, loss: 1.1711 2024-01-03 10:29:39,112 - mmseg - INFO - Iter [28050/40000] lr: 2.988e-04, eta: 0:21:02, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1933, decode.acc_seg: 60.1963, loss: 1.1933 2024-01-03 10:29:44,194 - mmseg - INFO - Iter [28100/40000] lr: 2.975e-04, eta: 0:20:57, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1583, decode.acc_seg: 61.5987, loss: 1.1583 2024-01-03 10:29:49,278 - mmseg - INFO - Iter [28150/40000] lr: 2.963e-04, eta: 0:20:52, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1946, decode.acc_seg: 59.4866, loss: 1.1946 2024-01-03 10:29:54,361 - mmseg - INFO - Iter [28200/40000] lr: 2.950e-04, eta: 0:20:46, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1813, decode.acc_seg: 61.2321, loss: 1.1813 2024-01-03 10:29:59,449 - mmseg - INFO - Iter [28250/40000] lr: 2.938e-04, eta: 0:20:41, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1500, decode.acc_seg: 62.4975, loss: 1.1500 2024-01-03 10:30:04,533 - mmseg - INFO - Iter [28300/40000] lr: 2.925e-04, eta: 0:20:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1879, decode.acc_seg: 61.0458, loss: 1.1879 2024-01-03 10:30:09,618 - mmseg - INFO - Iter [28350/40000] lr: 2.913e-04, eta: 0:20:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1684, decode.acc_seg: 62.1208, loss: 1.1684 2024-01-03 10:30:14,703 - mmseg - INFO - Iter [28400/40000] lr: 2.900e-04, eta: 0:20:25, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1446, decode.acc_seg: 62.5776, loss: 1.1446 2024-01-03 10:30:19,778 - mmseg - INFO - Iter [28450/40000] lr: 2.888e-04, eta: 0:20:19, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1632, decode.acc_seg: 61.0825, loss: 1.1632 2024-01-03 10:30:24,855 - mmseg - INFO - Iter [28500/40000] lr: 2.875e-04, eta: 0:20:14, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1830, decode.acc_seg: 60.5639, loss: 1.1830 2024-01-03 10:30:29,935 - mmseg - INFO - Iter [28550/40000] lr: 2.863e-04, eta: 0:20:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1883, decode.acc_seg: 61.4062, loss: 1.1883 2024-01-03 10:30:35,022 - mmseg - INFO - Iter [28600/40000] lr: 2.850e-04, eta: 0:20:03, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1346, decode.acc_seg: 62.3197, loss: 1.1346 2024-01-03 10:30:40,109 - mmseg - INFO - Iter [28650/40000] lr: 2.838e-04, eta: 0:19:58, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1458, decode.acc_seg: 61.6028, loss: 1.1458 2024-01-03 10:30:45,195 - mmseg - INFO - Iter [28700/40000] lr: 2.825e-04, eta: 0:19:53, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1980, decode.acc_seg: 61.3341, loss: 1.1980 2024-01-03 10:30:50,282 - mmseg - INFO - Iter [28750/40000] lr: 2.813e-04, eta: 0:19:47, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1794, decode.acc_seg: 61.5284, loss: 1.1794 2024-01-03 10:30:55,365 - mmseg - INFO - Iter [28800/40000] lr: 2.800e-04, eta: 0:19:42, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1440, decode.acc_seg: 61.6285, loss: 1.1440 2024-01-03 10:31:00,445 - mmseg - INFO - Iter [28850/40000] lr: 2.788e-04, eta: 0:19:37, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1348, decode.acc_seg: 61.9801, loss: 1.1348 2024-01-03 10:31:05,679 - mmseg - INFO - Iter [28900/40000] lr: 2.775e-04, eta: 0:19:31, time: 0.105, data_time: 0.004, memory: 3299, decode.loss_ce: 1.2112, decode.acc_seg: 60.6091, loss: 1.2112 2024-01-03 10:31:10,768 - mmseg - INFO - Iter [28950/40000] lr: 2.763e-04, eta: 0:19:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2018, decode.acc_seg: 59.8111, loss: 1.2018 2024-01-03 10:31:15,848 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:31:15,848 - mmseg - INFO - Iter [29000/40000] lr: 2.750e-04, eta: 0:19:21, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2201, decode.acc_seg: 60.4198, loss: 1.2201 2024-01-03 10:31:23,215 - mmseg - INFO - Iter [29050/40000] lr: 2.738e-04, eta: 0:19:16, time: 0.147, data_time: 0.047, memory: 3299, decode.loss_ce: 1.2153, decode.acc_seg: 61.0308, loss: 1.2153 2024-01-03 10:31:28,295 - mmseg - INFO - Iter [29100/40000] lr: 2.725e-04, eta: 0:19:11, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1567, decode.acc_seg: 60.8418, loss: 1.1567 2024-01-03 10:31:33,373 - mmseg - INFO - Iter [29150/40000] lr: 2.713e-04, eta: 0:19:05, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1770, decode.acc_seg: 60.5455, loss: 1.1770 2024-01-03 10:31:38,455 - mmseg - INFO - Iter [29200/40000] lr: 2.700e-04, eta: 0:19:00, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1554, decode.acc_seg: 60.9580, loss: 1.1554 2024-01-03 10:31:43,532 - mmseg - INFO - Iter [29250/40000] lr: 2.688e-04, eta: 0:18:55, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1499, decode.acc_seg: 60.6770, loss: 1.1499 2024-01-03 10:31:48,614 - mmseg - INFO - Iter [29300/40000] lr: 2.675e-04, eta: 0:18:49, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1715, decode.acc_seg: 60.9476, loss: 1.1715 2024-01-03 10:31:53,693 - mmseg - INFO - Iter [29350/40000] lr: 2.663e-04, eta: 0:18:44, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1573, decode.acc_seg: 62.2385, loss: 1.1573 2024-01-03 10:31:58,768 - mmseg - INFO - Iter [29400/40000] lr: 2.650e-04, eta: 0:18:39, time: 0.101, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1916, decode.acc_seg: 60.6803, loss: 1.1916 2024-01-03 10:32:03,843 - mmseg - INFO - Iter [29450/40000] lr: 2.638e-04, eta: 0:18:33, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1488, decode.acc_seg: 62.1998, loss: 1.1488 2024-01-03 10:32:08,923 - mmseg - INFO - Iter [29500/40000] lr: 2.625e-04, eta: 0:18:28, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1742, decode.acc_seg: 61.9907, loss: 1.1742 2024-01-03 10:32:13,999 - mmseg - INFO - Iter [29550/40000] lr: 2.613e-04, eta: 0:18:23, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1617, decode.acc_seg: 61.6790, loss: 1.1617 2024-01-03 10:32:19,078 - mmseg - INFO - Iter [29600/40000] lr: 2.600e-04, eta: 0:18:17, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2010, decode.acc_seg: 60.7777, loss: 1.2010 2024-01-03 10:32:24,156 - mmseg - INFO - Iter [29650/40000] lr: 2.588e-04, eta: 0:18:12, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1711, decode.acc_seg: 61.7736, loss: 1.1711 2024-01-03 10:32:29,235 - mmseg - INFO - Iter [29700/40000] lr: 2.575e-04, eta: 0:18:06, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2500, decode.acc_seg: 59.8146, loss: 1.2500 2024-01-03 10:32:34,313 - mmseg - INFO - Iter [29750/40000] lr: 2.563e-04, eta: 0:18:01, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1235, decode.acc_seg: 62.0809, loss: 1.1235 2024-01-03 10:32:39,396 - mmseg - INFO - Iter [29800/40000] lr: 2.550e-04, eta: 0:17:56, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1658, decode.acc_seg: 61.0374, loss: 1.1658 2024-01-03 10:32:44,483 - mmseg - INFO - Iter [29850/40000] lr: 2.538e-04, eta: 0:17:50, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1288, decode.acc_seg: 62.5942, loss: 1.1288 2024-01-03 10:32:49,560 - mmseg - INFO - Iter [29900/40000] lr: 2.525e-04, eta: 0:17:45, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1586, decode.acc_seg: 61.7981, loss: 1.1586 2024-01-03 10:32:54,646 - mmseg - INFO - Iter [29950/40000] lr: 2.513e-04, eta: 0:17:40, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2118, decode.acc_seg: 59.9842, loss: 1.2118 2024-01-03 10:32:59,687 - mmseg - INFO - Saving checkpoint at 30000 iterations 2024-01-03 10:32:59,751 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:32:59,751 - mmseg - INFO - Iter [30000/40000] lr: 2.500e-04, eta: 0:17:34, time: 0.103, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1242, decode.acc_seg: 62.9056, loss: 1.1242 2024-01-03 10:33:14,169 - mmseg - INFO - per class results: 2024-01-03 10:33:14,174 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 56.53 | 83.5 | | building | 66.74 | 82.85 | | sky | 90.11 | 95.18 | | floor | 61.94 | 82.95 | | tree | 58.77 | 83.19 | | ceiling | 68.29 | 81.22 | | road | 63.71 | 76.14 | | bed | 60.08 | 75.32 | | windowpane | 43.52 | 63.3 | | grass | 55.05 | 69.02 | | cabinet | 33.99 | 49.95 | | sidewalk | 40.69 | 61.87 | | person | 58.91 | 83.8 | | earth | 26.57 | 36.33 | | door | 8.84 | 10.58 | | table | 22.78 | 33.68 | | mountain | 34.69 | 47.71 | | plant | 28.24 | 33.23 | | curtain | 44.83 | 53.66 | | chair | 32.34 | 49.53 | | car | 65.43 | 82.13 | | water | 35.48 | 51.5 | | painting | 42.84 | 63.07 | | sofa | 33.07 | 48.61 | | shelf | 16.89 | 25.32 | | house | 25.52 | 35.78 | | sea | 32.77 | 52.75 | | mirror | 17.24 | 19.69 | | rug | 29.84 | 33.01 | | field | 16.65 | 40.72 | | armchair | 14.25 | 21.52 | | seat | 30.03 | 41.24 | | fence | 20.29 | 26.84 | | desk | 18.14 | 23.11 | | rock | 19.59 | 30.72 | | wardrobe | 9.47 | 9.94 | | lamp | 32.65 | 41.74 | | bathtub | 35.92 | 43.67 | | railing | 7.6 | 8.47 | | cushion | 27.15 | 38.79 | | base | 2.83 | 3.23 | | box | 9.15 | 12.69 | | column | 15.18 | 17.05 | | signboard | 23.78 | 29.61 | | chest of drawers | 21.92 | 29.87 | | counter | 8.77 | 9.68 | | sand | 15.29 | 21.22 | | sink | 31.21 | 47.93 | | skyscraper | 45.92 | 64.77 | | fireplace | 23.64 | 28.38 | | refrigerator | 29.18 | 35.68 | | grandstand | 24.76 | 40.73 | | path | 11.15 | 15.32 | | stairs | 20.97 | 23.99 | | runway | 43.4 | 51.34 | | case | 31.43 | 44.66 | | pool table | 66.08 | 83.29 | | pillow | 30.6 | 37.44 | | screen door | 21.86 | 28.27 | | stairway | 6.8 | 9.59 | | river | 2.49 | 2.67 | | bridge | 13.56 | 18.13 | | bookcase | 11.34 | 14.48 | | blind | 17.71 | 18.73 | | coffee table | 26.99 | 35.87 | | toilet | 51.37 | 65.7 | | flower | 21.89 | 31.71 | | book | 20.35 | 27.67 | | hill | 3.25 | 4.42 | | bench | 22.17 | 26.77 | | countertop | 27.27 | 32.25 | | stove | 23.91 | 34.25 | | palm | 25.87 | 29.5 | | kitchen island | 11.82 | 20.72 | | computer | 31.08 | 40.13 | | swivel chair | 24.27 | 30.89 | | boat | 21.39 | 26.95 | | bar | 2.64 | 2.75 | | arcade machine | 4.92 | 7.03 | | hovel | 10.61 | 13.87 | | bus | 44.92 | 54.52 | | towel | 22.38 | 27.41 | | light | 23.97 | 27.35 | | truck | 0.86 | 1.12 | | tower | 27.97 | 34.28 | | chandelier | 46.62 | 62.81 | | awning | 8.53 | 10.57 | | streetlight | 6.13 | 6.96 | | booth | 0.51 | 0.53 | | television receiver | 32.58 | 46.43 | | airplane | 44.4 | 54.24 | | dirt track | 0.61 | 1.15 | | apparel | 19.11 | 23.33 | | pole | 7.71 | 9.78 | | land | 6.34 | 9.01 | | bannister | 1.59 | 1.93 | | escalator | 0.66 | 0.91 | | ottoman | 9.92 | 14.47 | | bottle | 9.46 | 17.83 | | buffet | 12.27 | 14.88 | | poster | 8.89 | 9.8 | | stage | 3.64 | 5.33 | | van | 3.96 | 4.35 | | ship | 2.12 | 2.73 | | fountain | 4.5 | 4.85 | | conveyer belt | 0.76 | 0.83 | | canopy | 6.54 | 7.52 | | washer | 21.97 | 22.64 | | plaything | 10.59 | 21.67 | | swimming pool | 13.06 | 20.12 | | stool | 4.23 | 5.6 | | barrel | 0.0 | 0.0 | | basket | 12.61 | 15.71 | | waterfall | 26.69 | 54.12 | | tent | 75.45 | 92.25 | | bag | 0.65 | 0.66 | | minibike | 18.68 | 21.91 | | cradle | 60.18 | 86.59 | | oven | 5.39 | 9.81 | | ball | 32.35 | 58.79 | | food | 49.89 | 58.64 | | step | 0.43 | 0.44 | | tank | 16.58 | 17.65 | | trade name | 12.89 | 14.43 | | microwave | 18.36 | 21.81 | | pot | 7.99 | 8.74 | | animal | 40.37 | 42.86 | | bicycle | 34.59 | 54.7 | | lake | 2.12 | 3.01 | | dishwasher | 13.61 | 21.13 | | screen | 49.02 | 53.28 | | blanket | 0.34 | 0.35 | | sculpture | 1.29 | 1.33 | | hood | 21.65 | 26.2 | | sconce | 14.35 | 17.92 | | vase | 16.38 | 26.67 | | traffic light | 12.97 | 19.9 | | tray | 0.41 | 0.47 | | ashcan | 10.97 | 12.85 | | fan | 32.17 | 46.79 | | pier | 12.41 | 17.64 | | crt screen | 1.26 | 1.67 | | plate | 27.04 | 35.43 | | monitor | 0.77 | 0.8 | | bulletin board | 13.77 | 16.53 | | shower | 0.0 | 0.0 | | radiator | 27.04 | 28.18 | | glass | 6.72 | 7.33 | | clock | 5.39 | 7.78 | | flag | 18.68 | 20.9 | +---------------------+-------+-------+ 2024-01-03 10:33:14,174 - mmseg - INFO - Summary: 2024-01-03 10:33:14,174 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 67.94 | 23.03 | 30.41 | +-------+-------+-------+ 2024-01-03 10:33:14,175 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:33:14,175 - mmseg - INFO - Iter(val) [250] aAcc: 0.6794, mIoU: 0.2303, mAcc: 0.3041, IoU.wall: 0.5653, IoU.building: 0.6674, IoU.sky: 0.9011, IoU.floor: 0.6194, IoU.tree: 0.5877, IoU.ceiling: 0.6829, IoU.road: 0.6371, IoU.bed : 0.6008, IoU.windowpane: 0.4352, IoU.grass: 0.5505, IoU.cabinet: 0.3399, IoU.sidewalk: 0.4069, IoU.person: 0.5891, IoU.earth: 0.2657, IoU.door: 0.0884, IoU.table: 0.2278, IoU.mountain: 0.3469, IoU.plant: 0.2824, IoU.curtain: 0.4483, IoU.chair: 0.3234, IoU.car: 0.6543, IoU.water: 0.3548, IoU.painting: 0.4284, IoU.sofa: 0.3307, IoU.shelf: 0.1689, IoU.house: 0.2552, IoU.sea: 0.3277, IoU.mirror: 0.1724, IoU.rug: 0.2984, IoU.field: 0.1665, IoU.armchair: 0.1425, IoU.seat: 0.3003, IoU.fence: 0.2029, IoU.desk: 0.1814, IoU.rock: 0.1959, IoU.wardrobe: 0.0947, IoU.lamp: 0.3265, IoU.bathtub: 0.3592, IoU.railing: 0.0760, IoU.cushion: 0.2715, IoU.base: 0.0283, IoU.box: 0.0915, IoU.column: 0.1518, IoU.signboard: 0.2378, IoU.chest of drawers: 0.2192, IoU.counter: 0.0877, IoU.sand: 0.1529, IoU.sink: 0.3121, IoU.skyscraper: 0.4592, IoU.fireplace: 0.2364, IoU.refrigerator: 0.2918, IoU.grandstand: 0.2476, IoU.path: 0.1115, IoU.stairs: 0.2097, IoU.runway: 0.4340, IoU.case: 0.3143, IoU.pool table: 0.6608, IoU.pillow: 0.3060, IoU.screen door: 0.2186, IoU.stairway: 0.0680, IoU.river: 0.0249, IoU.bridge: 0.1356, IoU.bookcase: 0.1134, IoU.blind: 0.1771, IoU.coffee table: 0.2699, IoU.toilet: 0.5137, IoU.flower: 0.2189, IoU.book: 0.2035, IoU.hill: 0.0325, IoU.bench: 0.2217, IoU.countertop: 0.2727, IoU.stove: 0.2391, IoU.palm: 0.2587, IoU.kitchen island: 0.1182, IoU.computer: 0.3108, IoU.swivel chair: 0.2427, IoU.boat: 0.2139, IoU.bar: 0.0264, IoU.arcade machine: 0.0492, IoU.hovel: 0.1061, IoU.bus: 0.4492, IoU.towel: 0.2238, IoU.light: 0.2397, IoU.truck: 0.0086, IoU.tower: 0.2797, IoU.chandelier: 0.4662, IoU.awning: 0.0853, IoU.streetlight: 0.0613, IoU.booth: 0.0051, IoU.television receiver: 0.3258, IoU.airplane: 0.4440, IoU.dirt track: 0.0061, IoU.apparel: 0.1911, IoU.pole: 0.0771, IoU.land: 0.0634, IoU.bannister: 0.0159, IoU.escalator: 0.0066, IoU.ottoman: 0.0992, IoU.bottle: 0.0946, IoU.buffet: 0.1227, IoU.poster: 0.0889, IoU.stage: 0.0364, IoU.van: 0.0396, IoU.ship: 0.0212, IoU.fountain: 0.0450, IoU.conveyer belt: 0.0076, IoU.canopy: 0.0654, IoU.washer: 0.2197, IoU.plaything: 0.1059, IoU.swimming pool: 0.1306, IoU.stool: 0.0423, IoU.barrel: 0.0000, IoU.basket: 0.1261, IoU.waterfall: 0.2669, IoU.tent: 0.7545, IoU.bag: 0.0065, IoU.minibike: 0.1868, IoU.cradle: 0.6018, IoU.oven: 0.0539, IoU.ball: 0.3235, IoU.food: 0.4989, IoU.step: 0.0043, IoU.tank: 0.1658, IoU.trade name: 0.1289, IoU.microwave: 0.1836, IoU.pot: 0.0799, IoU.animal: 0.4037, IoU.bicycle: 0.3459, IoU.lake: 0.0212, IoU.dishwasher: 0.1361, IoU.screen: 0.4902, IoU.blanket: 0.0034, IoU.sculpture: 0.0129, IoU.hood: 0.2165, IoU.sconce: 0.1435, IoU.vase: 0.1638, IoU.traffic light: 0.1297, IoU.tray: 0.0041, IoU.ashcan: 0.1097, IoU.fan: 0.3217, IoU.pier: 0.1241, IoU.crt screen: 0.0126, IoU.plate: 0.2704, IoU.monitor: 0.0077, IoU.bulletin board: 0.1377, IoU.shower: 0.0000, IoU.radiator: 0.2704, IoU.glass: 0.0672, IoU.clock: 0.0539, IoU.flag: 0.1868, Acc.wall: 0.8350, Acc.building: 0.8285, Acc.sky: 0.9518, Acc.floor: 0.8295, Acc.tree: 0.8319, Acc.ceiling: 0.8122, Acc.road: 0.7614, Acc.bed : 0.7532, Acc.windowpane: 0.6330, Acc.grass: 0.6902, Acc.cabinet: 0.4995, Acc.sidewalk: 0.6187, Acc.person: 0.8380, Acc.earth: 0.3633, Acc.door: 0.1058, Acc.table: 0.3368, Acc.mountain: 0.4771, Acc.plant: 0.3323, Acc.curtain: 0.5366, Acc.chair: 0.4953, Acc.car: 0.8213, Acc.water: 0.5150, Acc.painting: 0.6307, Acc.sofa: 0.4861, Acc.shelf: 0.2532, Acc.house: 0.3578, Acc.sea: 0.5275, Acc.mirror: 0.1969, Acc.rug: 0.3301, Acc.field: 0.4072, Acc.armchair: 0.2152, Acc.seat: 0.4124, Acc.fence: 0.2684, Acc.desk: 0.2311, Acc.rock: 0.3072, Acc.wardrobe: 0.0994, Acc.lamp: 0.4174, Acc.bathtub: 0.4367, Acc.railing: 0.0847, Acc.cushion: 0.3879, Acc.base: 0.0323, Acc.box: 0.1269, Acc.column: 0.1705, Acc.signboard: 0.2961, Acc.chest of drawers: 0.2987, Acc.counter: 0.0968, Acc.sand: 0.2122, Acc.sink: 0.4793, Acc.skyscraper: 0.6477, Acc.fireplace: 0.2838, Acc.refrigerator: 0.3568, Acc.grandstand: 0.4073, Acc.path: 0.1532, Acc.stairs: 0.2399, Acc.runway: 0.5134, Acc.case: 0.4466, Acc.pool table: 0.8329, Acc.pillow: 0.3744, Acc.screen door: 0.2827, Acc.stairway: 0.0959, Acc.river: 0.0267, Acc.bridge: 0.1813, Acc.bookcase: 0.1448, Acc.blind: 0.1873, Acc.coffee table: 0.3587, Acc.toilet: 0.6570, Acc.flower: 0.3171, Acc.book: 0.2767, Acc.hill: 0.0442, Acc.bench: 0.2677, Acc.countertop: 0.3225, Acc.stove: 0.3425, Acc.palm: 0.2950, Acc.kitchen island: 0.2072, Acc.computer: 0.4013, Acc.swivel chair: 0.3089, Acc.boat: 0.2695, Acc.bar: 0.0275, Acc.arcade machine: 0.0703, Acc.hovel: 0.1387, Acc.bus: 0.5452, Acc.towel: 0.2741, Acc.light: 0.2735, Acc.truck: 0.0112, Acc.tower: 0.3428, Acc.chandelier: 0.6281, Acc.awning: 0.1057, Acc.streetlight: 0.0696, Acc.booth: 0.0053, Acc.television receiver: 0.4643, Acc.airplane: 0.5424, Acc.dirt track: 0.0115, Acc.apparel: 0.2333, Acc.pole: 0.0978, Acc.land: 0.0901, Acc.bannister: 0.0193, Acc.escalator: 0.0091, Acc.ottoman: 0.1447, Acc.bottle: 0.1783, Acc.buffet: 0.1488, Acc.poster: 0.0980, Acc.stage: 0.0533, Acc.van: 0.0435, Acc.ship: 0.0273, Acc.fountain: 0.0485, Acc.conveyer belt: 0.0083, Acc.canopy: 0.0752, Acc.washer: 0.2264, Acc.plaything: 0.2167, Acc.swimming pool: 0.2012, Acc.stool: 0.0560, Acc.barrel: 0.0000, Acc.basket: 0.1571, Acc.waterfall: 0.5412, Acc.tent: 0.9225, Acc.bag: 0.0066, Acc.minibike: 0.2191, Acc.cradle: 0.8659, Acc.oven: 0.0981, Acc.ball: 0.5879, Acc.food: 0.5864, Acc.step: 0.0044, Acc.tank: 0.1765, Acc.trade name: 0.1443, Acc.microwave: 0.2181, Acc.pot: 0.0874, Acc.animal: 0.4286, Acc.bicycle: 0.5470, Acc.lake: 0.0301, Acc.dishwasher: 0.2113, Acc.screen: 0.5328, Acc.blanket: 0.0035, Acc.sculpture: 0.0133, Acc.hood: 0.2620, Acc.sconce: 0.1792, Acc.vase: 0.2667, Acc.traffic light: 0.1990, Acc.tray: 0.0047, Acc.ashcan: 0.1285, Acc.fan: 0.4679, Acc.pier: 0.1764, Acc.crt screen: 0.0167, Acc.plate: 0.3543, Acc.monitor: 0.0080, Acc.bulletin board: 0.1653, Acc.shower: 0.0000, Acc.radiator: 0.2818, Acc.glass: 0.0733, Acc.clock: 0.0778, Acc.flag: 0.2090 2024-01-03 10:33:19,258 - mmseg - INFO - Iter [30050/40000] lr: 2.488e-04, eta: 0:17:34, time: 0.389, data_time: 0.291, memory: 3299, decode.loss_ce: 1.1720, decode.acc_seg: 61.0088, loss: 1.1720 2024-01-03 10:33:24,345 - mmseg - INFO - Iter [30100/40000] lr: 2.475e-04, eta: 0:17:29, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1717, decode.acc_seg: 61.0155, loss: 1.1717 2024-01-03 10:33:29,434 - mmseg - INFO - Iter [30150/40000] lr: 2.463e-04, eta: 0:17:23, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1933, decode.acc_seg: 61.5078, loss: 1.1933 2024-01-03 10:33:34,514 - mmseg - INFO - Iter [30200/40000] lr: 2.450e-04, eta: 0:17:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1454, decode.acc_seg: 61.4056, loss: 1.1454 2024-01-03 10:33:39,596 - mmseg - INFO - Iter [30250/40000] lr: 2.438e-04, eta: 0:17:12, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1552, decode.acc_seg: 61.2004, loss: 1.1552 2024-01-03 10:33:44,674 - mmseg - INFO - Iter [30300/40000] lr: 2.425e-04, eta: 0:17:07, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1860, decode.acc_seg: 61.7205, loss: 1.1860 2024-01-03 10:33:51,954 - mmseg - INFO - Iter [30350/40000] lr: 2.413e-04, eta: 0:17:02, time: 0.146, data_time: 0.047, memory: 3299, decode.loss_ce: 1.1758, decode.acc_seg: 61.4674, loss: 1.1758 2024-01-03 10:33:57,048 - mmseg - INFO - Iter [30400/40000] lr: 2.400e-04, eta: 0:16:57, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1592, decode.acc_seg: 61.3478, loss: 1.1592 2024-01-03 10:34:02,126 - mmseg - INFO - Iter [30450/40000] lr: 2.388e-04, eta: 0:16:52, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1368, decode.acc_seg: 61.1579, loss: 1.1368 2024-01-03 10:34:07,234 - mmseg - INFO - Iter [30500/40000] lr: 2.375e-04, eta: 0:16:46, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1605, decode.acc_seg: 61.7173, loss: 1.1605 2024-01-03 10:34:12,307 - mmseg - INFO - Iter [30550/40000] lr: 2.363e-04, eta: 0:16:41, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2188, decode.acc_seg: 60.7572, loss: 1.2188 2024-01-03 10:34:17,383 - mmseg - INFO - Iter [30600/40000] lr: 2.350e-04, eta: 0:16:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2140, decode.acc_seg: 61.2554, loss: 1.2140 2024-01-03 10:34:22,467 - mmseg - INFO - Iter [30650/40000] lr: 2.338e-04, eta: 0:16:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1564, decode.acc_seg: 61.3405, loss: 1.1564 2024-01-03 10:34:27,537 - mmseg - INFO - Iter [30700/40000] lr: 2.325e-04, eta: 0:16:25, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1571, decode.acc_seg: 60.8136, loss: 1.1571 2024-01-03 10:34:32,616 - mmseg - INFO - Iter [30750/40000] lr: 2.313e-04, eta: 0:16:19, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1699, decode.acc_seg: 60.6840, loss: 1.1699 2024-01-03 10:34:37,698 - mmseg - INFO - Iter [30800/40000] lr: 2.300e-04, eta: 0:16:14, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1416, decode.acc_seg: 62.2622, loss: 1.1416 2024-01-03 10:34:42,779 - mmseg - INFO - Iter [30850/40000] lr: 2.288e-04, eta: 0:16:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1754, decode.acc_seg: 61.5736, loss: 1.1754 2024-01-03 10:34:47,901 - mmseg - INFO - Iter [30900/40000] lr: 2.275e-04, eta: 0:16:03, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1168, decode.acc_seg: 62.0837, loss: 1.1168 2024-01-03 10:34:53,001 - mmseg - INFO - Iter [30950/40000] lr: 2.263e-04, eta: 0:15:58, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1606, decode.acc_seg: 61.9944, loss: 1.1606 2024-01-03 10:34:58,085 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:34:58,086 - mmseg - INFO - Iter [31000/40000] lr: 2.250e-04, eta: 0:15:53, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1467, decode.acc_seg: 61.5833, loss: 1.1467 2024-01-03 10:35:03,167 - mmseg - INFO - Iter [31050/40000] lr: 2.238e-04, eta: 0:15:47, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1599, decode.acc_seg: 61.1156, loss: 1.1599 2024-01-03 10:35:08,246 - mmseg - INFO - Iter [31100/40000] lr: 2.225e-04, eta: 0:15:42, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1285, decode.acc_seg: 61.1076, loss: 1.1285 2024-01-03 10:35:13,330 - mmseg - INFO - Iter [31150/40000] lr: 2.213e-04, eta: 0:15:37, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1292, decode.acc_seg: 62.0616, loss: 1.1292 2024-01-03 10:35:18,408 - mmseg - INFO - Iter [31200/40000] lr: 2.200e-04, eta: 0:15:31, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1792, decode.acc_seg: 61.2222, loss: 1.1792 2024-01-03 10:35:23,487 - mmseg - INFO - Iter [31250/40000] lr: 2.188e-04, eta: 0:15:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1799, decode.acc_seg: 61.1764, loss: 1.1799 2024-01-03 10:35:28,573 - mmseg - INFO - Iter [31300/40000] lr: 2.175e-04, eta: 0:15:21, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1526, decode.acc_seg: 60.8237, loss: 1.1526 2024-01-03 10:35:33,655 - mmseg - INFO - Iter [31350/40000] lr: 2.163e-04, eta: 0:15:15, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1795, decode.acc_seg: 61.2229, loss: 1.1795 2024-01-03 10:35:38,740 - mmseg - INFO - Iter [31400/40000] lr: 2.150e-04, eta: 0:15:10, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1758, decode.acc_seg: 62.0096, loss: 1.1758 2024-01-03 10:35:43,830 - mmseg - INFO - Iter [31450/40000] lr: 2.138e-04, eta: 0:15:05, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1808, decode.acc_seg: 60.8868, loss: 1.1808 2024-01-03 10:35:48,917 - mmseg - INFO - Iter [31500/40000] lr: 2.125e-04, eta: 0:14:59, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1375, decode.acc_seg: 61.9939, loss: 1.1375 2024-01-03 10:35:54,004 - mmseg - INFO - Iter [31550/40000] lr: 2.113e-04, eta: 0:14:54, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1489, decode.acc_seg: 61.9442, loss: 1.1489 2024-01-03 10:36:01,293 - mmseg - INFO - Iter [31600/40000] lr: 2.100e-04, eta: 0:14:49, time: 0.146, data_time: 0.047, memory: 3299, decode.loss_ce: 1.1955, decode.acc_seg: 61.9227, loss: 1.1955 2024-01-03 10:36:06,374 - mmseg - INFO - Iter [31650/40000] lr: 2.088e-04, eta: 0:14:44, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1609, decode.acc_seg: 61.3157, loss: 1.1609 2024-01-03 10:36:11,459 - mmseg - INFO - Iter [31700/40000] lr: 2.075e-04, eta: 0:14:38, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1462, decode.acc_seg: 62.3081, loss: 1.1462 2024-01-03 10:36:16,548 - mmseg - INFO - Iter [31750/40000] lr: 2.063e-04, eta: 0:14:33, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.0992, decode.acc_seg: 62.6953, loss: 1.0992 2024-01-03 10:36:21,733 - mmseg - INFO - Iter [31800/40000] lr: 2.050e-04, eta: 0:14:28, time: 0.104, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1238, decode.acc_seg: 62.3941, loss: 1.1238 2024-01-03 10:36:26,820 - mmseg - INFO - Iter [31850/40000] lr: 2.038e-04, eta: 0:14:22, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1183, decode.acc_seg: 62.3896, loss: 1.1183 2024-01-03 10:36:31,900 - mmseg - INFO - Iter [31900/40000] lr: 2.025e-04, eta: 0:14:17, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1642, decode.acc_seg: 61.6741, loss: 1.1642 2024-01-03 10:36:36,983 - mmseg - INFO - Iter [31950/40000] lr: 2.013e-04, eta: 0:14:12, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1552, decode.acc_seg: 61.8501, loss: 1.1552 2024-01-03 10:36:42,058 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:36:42,058 - mmseg - INFO - Iter [32000/40000] lr: 2.000e-04, eta: 0:14:06, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1380, decode.acc_seg: 61.5564, loss: 1.1380 2024-01-03 10:36:47,147 - mmseg - INFO - Iter [32050/40000] lr: 1.988e-04, eta: 0:14:01, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1875, decode.acc_seg: 60.7910, loss: 1.1875 2024-01-03 10:36:52,232 - mmseg - INFO - Iter [32100/40000] lr: 1.975e-04, eta: 0:13:56, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1541, decode.acc_seg: 61.2833, loss: 1.1541 2024-01-03 10:36:57,321 - mmseg - INFO - Iter [32150/40000] lr: 1.963e-04, eta: 0:13:50, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1477, decode.acc_seg: 62.2052, loss: 1.1477 2024-01-03 10:37:02,409 - mmseg - INFO - Iter [32200/40000] lr: 1.950e-04, eta: 0:13:45, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1399, decode.acc_seg: 61.6944, loss: 1.1399 2024-01-03 10:37:07,498 - mmseg - INFO - Iter [32250/40000] lr: 1.938e-04, eta: 0:13:40, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1315, decode.acc_seg: 62.7413, loss: 1.1315 2024-01-03 10:37:12,586 - mmseg - INFO - Iter [32300/40000] lr: 1.925e-04, eta: 0:13:34, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1870, decode.acc_seg: 61.0679, loss: 1.1870 2024-01-03 10:37:17,674 - mmseg - INFO - Iter [32350/40000] lr: 1.913e-04, eta: 0:13:29, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1382, decode.acc_seg: 61.5671, loss: 1.1382 2024-01-03 10:37:22,757 - mmseg - INFO - Iter [32400/40000] lr: 1.900e-04, eta: 0:13:24, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1516, decode.acc_seg: 61.4580, loss: 1.1516 2024-01-03 10:37:27,846 - mmseg - INFO - Iter [32450/40000] lr: 1.888e-04, eta: 0:13:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1980, decode.acc_seg: 61.2252, loss: 1.1980 2024-01-03 10:37:32,929 - mmseg - INFO - Iter [32500/40000] lr: 1.875e-04, eta: 0:13:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1723, decode.acc_seg: 61.3161, loss: 1.1723 2024-01-03 10:37:38,017 - mmseg - INFO - Iter [32550/40000] lr: 1.863e-04, eta: 0:13:08, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2034, decode.acc_seg: 60.3100, loss: 1.2034 2024-01-03 10:37:43,106 - mmseg - INFO - Iter [32600/40000] lr: 1.850e-04, eta: 0:13:02, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1650, decode.acc_seg: 61.5574, loss: 1.1650 2024-01-03 10:37:48,194 - mmseg - INFO - Iter [32650/40000] lr: 1.838e-04, eta: 0:12:57, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1809, decode.acc_seg: 61.0335, loss: 1.1809 2024-01-03 10:37:53,282 - mmseg - INFO - Iter [32700/40000] lr: 1.825e-04, eta: 0:12:52, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2016, decode.acc_seg: 61.1489, loss: 1.2016 2024-01-03 10:37:58,375 - mmseg - INFO - Iter [32750/40000] lr: 1.813e-04, eta: 0:12:46, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1585, decode.acc_seg: 61.7502, loss: 1.1585 2024-01-03 10:38:03,459 - mmseg - INFO - Iter [32800/40000] lr: 1.800e-04, eta: 0:12:41, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1888, decode.acc_seg: 60.6184, loss: 1.1888 2024-01-03 10:38:10,751 - mmseg - INFO - Iter [32850/40000] lr: 1.788e-04, eta: 0:12:36, time: 0.146, data_time: 0.048, memory: 3299, decode.loss_ce: 1.2021, decode.acc_seg: 60.2177, loss: 1.2021 2024-01-03 10:38:15,829 - mmseg - INFO - Iter [32900/40000] lr: 1.775e-04, eta: 0:12:31, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1064, decode.acc_seg: 62.9518, loss: 1.1064 2024-01-03 10:38:20,916 - mmseg - INFO - Iter [32950/40000] lr: 1.763e-04, eta: 0:12:25, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1642, decode.acc_seg: 61.8024, loss: 1.1642 2024-01-03 10:38:26,000 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:38:26,000 - mmseg - INFO - Iter [33000/40000] lr: 1.750e-04, eta: 0:12:20, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1906, decode.acc_seg: 60.9336, loss: 1.1906 2024-01-03 10:38:31,081 - mmseg - INFO - Iter [33050/40000] lr: 1.738e-04, eta: 0:12:15, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2024, decode.acc_seg: 60.4330, loss: 1.2024 2024-01-03 10:38:36,164 - mmseg - INFO - Iter [33100/40000] lr: 1.725e-04, eta: 0:12:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1609, decode.acc_seg: 61.1588, loss: 1.1609 2024-01-03 10:38:41,247 - mmseg - INFO - Iter [33150/40000] lr: 1.713e-04, eta: 0:12:04, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1597, decode.acc_seg: 61.7725, loss: 1.1597 2024-01-03 10:38:46,328 - mmseg - INFO - Iter [33200/40000] lr: 1.700e-04, eta: 0:11:59, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1621, decode.acc_seg: 61.7121, loss: 1.1621 2024-01-03 10:38:51,418 - mmseg - INFO - Iter [33250/40000] lr: 1.688e-04, eta: 0:11:53, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1783, decode.acc_seg: 61.5232, loss: 1.1783 2024-01-03 10:38:56,500 - mmseg - INFO - Iter [33300/40000] lr: 1.675e-04, eta: 0:11:48, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1815, decode.acc_seg: 60.5398, loss: 1.1815 2024-01-03 10:39:01,592 - mmseg - INFO - Iter [33350/40000] lr: 1.663e-04, eta: 0:11:43, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1274, decode.acc_seg: 62.1688, loss: 1.1274 2024-01-03 10:39:06,678 - mmseg - INFO - Iter [33400/40000] lr: 1.650e-04, eta: 0:11:37, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1505, decode.acc_seg: 61.7082, loss: 1.1505 2024-01-03 10:39:11,763 - mmseg - INFO - Iter [33450/40000] lr: 1.638e-04, eta: 0:11:32, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1656, decode.acc_seg: 61.9886, loss: 1.1656 2024-01-03 10:39:16,848 - mmseg - INFO - Iter [33500/40000] lr: 1.625e-04, eta: 0:11:27, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1891, decode.acc_seg: 60.6442, loss: 1.1891 2024-01-03 10:39:21,937 - mmseg - INFO - Iter [33550/40000] lr: 1.613e-04, eta: 0:11:21, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1234, decode.acc_seg: 62.0593, loss: 1.1234 2024-01-03 10:39:27,037 - mmseg - INFO - Iter [33600/40000] lr: 1.600e-04, eta: 0:11:16, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1772, decode.acc_seg: 61.2854, loss: 1.1772 2024-01-03 10:39:32,122 - mmseg - INFO - Iter [33650/40000] lr: 1.588e-04, eta: 0:11:11, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1605, decode.acc_seg: 61.3253, loss: 1.1605 2024-01-03 10:39:37,210 - mmseg - INFO - Iter [33700/40000] lr: 1.575e-04, eta: 0:11:05, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1485, decode.acc_seg: 61.7963, loss: 1.1485 2024-01-03 10:39:42,511 - mmseg - INFO - Iter [33750/40000] lr: 1.563e-04, eta: 0:11:00, time: 0.106, data_time: 0.003, memory: 3299, decode.loss_ce: 1.0817, decode.acc_seg: 63.3858, loss: 1.0817 2024-01-03 10:39:47,683 - mmseg - INFO - Iter [33800/40000] lr: 1.550e-04, eta: 0:10:55, time: 0.103, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1827, decode.acc_seg: 61.3395, loss: 1.1827 2024-01-03 10:39:52,776 - mmseg - INFO - Iter [33850/40000] lr: 1.538e-04, eta: 0:10:50, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1896, decode.acc_seg: 59.9706, loss: 1.1896 2024-01-03 10:39:57,868 - mmseg - INFO - Iter [33900/40000] lr: 1.525e-04, eta: 0:10:44, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1269, decode.acc_seg: 62.1264, loss: 1.1269 2024-01-03 10:40:02,956 - mmseg - INFO - Iter [33950/40000] lr: 1.513e-04, eta: 0:10:39, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1491, decode.acc_seg: 62.2770, loss: 1.1491 2024-01-03 10:40:08,038 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:40:08,038 - mmseg - INFO - Iter [34000/40000] lr: 1.500e-04, eta: 0:10:34, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1342, decode.acc_seg: 62.0272, loss: 1.1342 2024-01-03 10:40:13,129 - mmseg - INFO - Iter [34050/40000] lr: 1.488e-04, eta: 0:10:28, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1578, decode.acc_seg: 61.6282, loss: 1.1578 2024-01-03 10:40:18,223 - mmseg - INFO - Iter [34100/40000] lr: 1.475e-04, eta: 0:10:23, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2090, decode.acc_seg: 60.3460, loss: 1.2090 2024-01-03 10:40:25,670 - mmseg - INFO - Iter [34150/40000] lr: 1.463e-04, eta: 0:10:18, time: 0.149, data_time: 0.050, memory: 3299, decode.loss_ce: 1.1601, decode.acc_seg: 61.5266, loss: 1.1601 2024-01-03 10:40:30,759 - mmseg - INFO - Iter [34200/40000] lr: 1.450e-04, eta: 0:10:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1896, decode.acc_seg: 60.4049, loss: 1.1896 2024-01-03 10:40:35,848 - mmseg - INFO - Iter [34250/40000] lr: 1.438e-04, eta: 0:10:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2016, decode.acc_seg: 60.7803, loss: 1.2016 2024-01-03 10:40:40,930 - mmseg - INFO - Iter [34300/40000] lr: 1.425e-04, eta: 0:10:02, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1948, decode.acc_seg: 60.9813, loss: 1.1948 2024-01-03 10:40:46,023 - mmseg - INFO - Iter [34350/40000] lr: 1.413e-04, eta: 0:09:57, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1433, decode.acc_seg: 61.4212, loss: 1.1433 2024-01-03 10:40:51,110 - mmseg - INFO - Iter [34400/40000] lr: 1.400e-04, eta: 0:09:51, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1515, decode.acc_seg: 61.3588, loss: 1.1515 2024-01-03 10:40:56,200 - mmseg - INFO - Iter [34450/40000] lr: 1.388e-04, eta: 0:09:46, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1621, decode.acc_seg: 61.0054, loss: 1.1621 2024-01-03 10:41:01,289 - mmseg - INFO - Iter [34500/40000] lr: 1.375e-04, eta: 0:09:41, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1605, decode.acc_seg: 62.0022, loss: 1.1605 2024-01-03 10:41:06,385 - mmseg - INFO - Iter [34550/40000] lr: 1.363e-04, eta: 0:09:35, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.0865, decode.acc_seg: 63.7251, loss: 1.0865 2024-01-03 10:41:11,482 - mmseg - INFO - Iter [34600/40000] lr: 1.350e-04, eta: 0:09:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1620, decode.acc_seg: 61.4973, loss: 1.1620 2024-01-03 10:41:16,578 - mmseg - INFO - Iter [34650/40000] lr: 1.338e-04, eta: 0:09:25, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1915, decode.acc_seg: 60.9454, loss: 1.1915 2024-01-03 10:41:21,668 - mmseg - INFO - Iter [34700/40000] lr: 1.325e-04, eta: 0:09:20, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1349, decode.acc_seg: 62.2695, loss: 1.1349 2024-01-03 10:41:26,760 - mmseg - INFO - Iter [34750/40000] lr: 1.313e-04, eta: 0:09:14, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1365, decode.acc_seg: 62.1290, loss: 1.1365 2024-01-03 10:41:31,846 - mmseg - INFO - Iter [34800/40000] lr: 1.300e-04, eta: 0:09:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1504, decode.acc_seg: 61.9443, loss: 1.1504 2024-01-03 10:41:36,934 - mmseg - INFO - Iter [34850/40000] lr: 1.288e-04, eta: 0:09:04, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1760, decode.acc_seg: 61.2667, loss: 1.1760 2024-01-03 10:41:42,033 - mmseg - INFO - Iter [34900/40000] lr: 1.275e-04, eta: 0:08:58, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1704, decode.acc_seg: 60.9617, loss: 1.1704 2024-01-03 10:41:47,125 - mmseg - INFO - Iter [34950/40000] lr: 1.263e-04, eta: 0:08:53, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.0977, decode.acc_seg: 61.9613, loss: 1.0977 2024-01-03 10:41:52,216 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:41:52,216 - mmseg - INFO - Iter [35000/40000] lr: 1.250e-04, eta: 0:08:48, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1589, decode.acc_seg: 60.9835, loss: 1.1589 2024-01-03 10:41:57,304 - mmseg - INFO - Iter [35050/40000] lr: 1.238e-04, eta: 0:08:42, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1330, decode.acc_seg: 62.8152, loss: 1.1330 2024-01-03 10:42:02,389 - mmseg - INFO - Iter [35100/40000] lr: 1.225e-04, eta: 0:08:37, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1614, decode.acc_seg: 61.6880, loss: 1.1614 2024-01-03 10:42:07,474 - mmseg - INFO - Iter [35150/40000] lr: 1.213e-04, eta: 0:08:32, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1846, decode.acc_seg: 61.4924, loss: 1.1846 2024-01-03 10:42:12,565 - mmseg - INFO - Iter [35200/40000] lr: 1.200e-04, eta: 0:08:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1173, decode.acc_seg: 62.7773, loss: 1.1173 2024-01-03 10:42:17,650 - mmseg - INFO - Iter [35250/40000] lr: 1.188e-04, eta: 0:08:21, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1878, decode.acc_seg: 60.5118, loss: 1.1878 2024-01-03 10:42:22,742 - mmseg - INFO - Iter [35300/40000] lr: 1.175e-04, eta: 0:08:16, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1710, decode.acc_seg: 60.6543, loss: 1.1710 2024-01-03 10:42:27,832 - mmseg - INFO - Iter [35350/40000] lr: 1.163e-04, eta: 0:08:11, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1105, decode.acc_seg: 62.8137, loss: 1.1105 2024-01-03 10:42:35,151 - mmseg - INFO - Iter [35400/40000] lr: 1.150e-04, eta: 0:08:06, time: 0.146, data_time: 0.046, memory: 3299, decode.loss_ce: 1.1799, decode.acc_seg: 60.4078, loss: 1.1799 2024-01-03 10:42:40,233 - mmseg - INFO - Iter [35450/40000] lr: 1.138e-04, eta: 0:08:00, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1391, decode.acc_seg: 62.6168, loss: 1.1391 2024-01-03 10:42:45,363 - mmseg - INFO - Iter [35500/40000] lr: 1.125e-04, eta: 0:07:55, time: 0.103, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1830, decode.acc_seg: 61.1074, loss: 1.1830 2024-01-03 10:42:50,444 - mmseg - INFO - Iter [35550/40000] lr: 1.113e-04, eta: 0:07:50, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1375, decode.acc_seg: 61.9435, loss: 1.1375 2024-01-03 10:42:55,534 - mmseg - INFO - Iter [35600/40000] lr: 1.100e-04, eta: 0:07:44, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1677, decode.acc_seg: 61.5687, loss: 1.1677 2024-01-03 10:43:00,616 - mmseg - INFO - Iter [35650/40000] lr: 1.088e-04, eta: 0:07:39, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1389, decode.acc_seg: 61.6017, loss: 1.1389 2024-01-03 10:43:05,696 - mmseg - INFO - Iter [35700/40000] lr: 1.075e-04, eta: 0:07:34, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1114, decode.acc_seg: 62.3092, loss: 1.1114 2024-01-03 10:43:10,776 - mmseg - INFO - Iter [35750/40000] lr: 1.063e-04, eta: 0:07:28, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1029, decode.acc_seg: 63.3187, loss: 1.1029 2024-01-03 10:43:15,859 - mmseg - INFO - Iter [35800/40000] lr: 1.050e-04, eta: 0:07:23, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2080, decode.acc_seg: 60.9140, loss: 1.2080 2024-01-03 10:43:20,937 - mmseg - INFO - Iter [35850/40000] lr: 1.038e-04, eta: 0:07:18, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1843, decode.acc_seg: 61.0090, loss: 1.1843 2024-01-03 10:43:26,020 - mmseg - INFO - Iter [35900/40000] lr: 1.025e-04, eta: 0:07:12, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1276, decode.acc_seg: 62.0768, loss: 1.1276 2024-01-03 10:43:31,099 - mmseg - INFO - Iter [35950/40000] lr: 1.013e-04, eta: 0:07:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1530, decode.acc_seg: 61.5441, loss: 1.1530 2024-01-03 10:43:36,183 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:43:36,183 - mmseg - INFO - Iter [36000/40000] lr: 1.000e-04, eta: 0:07:02, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1609, decode.acc_seg: 62.0490, loss: 1.1609 2024-01-03 10:43:41,265 - mmseg - INFO - Iter [36050/40000] lr: 9.877e-05, eta: 0:06:57, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1140, decode.acc_seg: 63.0595, loss: 1.1140 2024-01-03 10:43:46,345 - mmseg - INFO - Iter [36100/40000] lr: 9.752e-05, eta: 0:06:51, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1034, decode.acc_seg: 62.5863, loss: 1.1034 2024-01-03 10:43:51,429 - mmseg - INFO - Iter [36150/40000] lr: 9.627e-05, eta: 0:06:46, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1326, decode.acc_seg: 62.1423, loss: 1.1326 2024-01-03 10:43:56,510 - mmseg - INFO - Iter [36200/40000] lr: 9.503e-05, eta: 0:06:41, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1674, decode.acc_seg: 61.1742, loss: 1.1674 2024-01-03 10:44:01,597 - mmseg - INFO - Iter [36250/40000] lr: 9.378e-05, eta: 0:06:35, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1805, decode.acc_seg: 61.4079, loss: 1.1805 2024-01-03 10:44:06,676 - mmseg - INFO - Iter [36300/40000] lr: 9.252e-05, eta: 0:06:30, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1443, decode.acc_seg: 61.9848, loss: 1.1443 2024-01-03 10:44:11,761 - mmseg - INFO - Iter [36350/40000] lr: 9.127e-05, eta: 0:06:25, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1947, decode.acc_seg: 61.0236, loss: 1.1947 2024-01-03 10:44:16,850 - mmseg - INFO - Iter [36400/40000] lr: 9.003e-05, eta: 0:06:19, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1952, decode.acc_seg: 60.4197, loss: 1.1952 2024-01-03 10:44:21,933 - mmseg - INFO - Iter [36450/40000] lr: 8.878e-05, eta: 0:06:14, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1489, decode.acc_seg: 61.3662, loss: 1.1489 2024-01-03 10:44:27,016 - mmseg - INFO - Iter [36500/40000] lr: 8.752e-05, eta: 0:06:09, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1899, decode.acc_seg: 60.8061, loss: 1.1899 2024-01-03 10:44:32,107 - mmseg - INFO - Iter [36550/40000] lr: 8.627e-05, eta: 0:06:04, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1499, decode.acc_seg: 62.4346, loss: 1.1499 2024-01-03 10:44:37,190 - mmseg - INFO - Iter [36600/40000] lr: 8.503e-05, eta: 0:05:58, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1192, decode.acc_seg: 62.3822, loss: 1.1192 2024-01-03 10:44:44,752 - mmseg - INFO - Iter [36650/40000] lr: 8.378e-05, eta: 0:05:53, time: 0.151, data_time: 0.047, memory: 3299, decode.loss_ce: 1.1178, decode.acc_seg: 63.0650, loss: 1.1178 2024-01-03 10:44:49,828 - mmseg - INFO - Iter [36700/40000] lr: 8.252e-05, eta: 0:05:48, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.0857, decode.acc_seg: 62.2911, loss: 1.0857 2024-01-03 10:44:54,899 - mmseg - INFO - Iter [36750/40000] lr: 8.127e-05, eta: 0:05:43, time: 0.101, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1767, decode.acc_seg: 60.8607, loss: 1.1767 2024-01-03 10:44:59,976 - mmseg - INFO - Iter [36800/40000] lr: 8.003e-05, eta: 0:05:37, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1709, decode.acc_seg: 61.3289, loss: 1.1709 2024-01-03 10:45:05,050 - mmseg - INFO - Iter [36850/40000] lr: 7.878e-05, eta: 0:05:32, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2156, decode.acc_seg: 59.8929, loss: 1.2156 2024-01-03 10:45:10,121 - mmseg - INFO - Iter [36900/40000] lr: 7.752e-05, eta: 0:05:27, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1029, decode.acc_seg: 62.2873, loss: 1.1029 2024-01-03 10:45:15,194 - mmseg - INFO - Iter [36950/40000] lr: 7.627e-05, eta: 0:05:21, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1816, decode.acc_seg: 61.1078, loss: 1.1816 2024-01-03 10:45:20,262 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:45:20,262 - mmseg - INFO - Iter [37000/40000] lr: 7.503e-05, eta: 0:05:16, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1450, decode.acc_seg: 62.7573, loss: 1.1450 2024-01-03 10:45:25,335 - mmseg - INFO - Iter [37050/40000] lr: 7.378e-05, eta: 0:05:11, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1700, decode.acc_seg: 61.4516, loss: 1.1700 2024-01-03 10:45:30,410 - mmseg - INFO - Iter [37100/40000] lr: 7.252e-05, eta: 0:05:06, time: 0.101, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1436, decode.acc_seg: 62.3751, loss: 1.1436 2024-01-03 10:45:35,480 - mmseg - INFO - Iter [37150/40000] lr: 7.127e-05, eta: 0:05:00, time: 0.101, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1348, decode.acc_seg: 62.3235, loss: 1.1348 2024-01-03 10:45:40,557 - mmseg - INFO - Iter [37200/40000] lr: 7.003e-05, eta: 0:04:55, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1586, decode.acc_seg: 61.6505, loss: 1.1586 2024-01-03 10:45:45,635 - mmseg - INFO - Iter [37250/40000] lr: 6.878e-05, eta: 0:04:50, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1339, decode.acc_seg: 61.0036, loss: 1.1339 2024-01-03 10:45:50,713 - mmseg - INFO - Iter [37300/40000] lr: 6.752e-05, eta: 0:04:44, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1524, decode.acc_seg: 61.4590, loss: 1.1524 2024-01-03 10:45:55,790 - mmseg - INFO - Iter [37350/40000] lr: 6.627e-05, eta: 0:04:39, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1437, decode.acc_seg: 62.2763, loss: 1.1437 2024-01-03 10:46:00,868 - mmseg - INFO - Iter [37400/40000] lr: 6.502e-05, eta: 0:04:34, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1283, decode.acc_seg: 62.1958, loss: 1.1283 2024-01-03 10:46:05,950 - mmseg - INFO - Iter [37450/40000] lr: 6.378e-05, eta: 0:04:29, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1542, decode.acc_seg: 60.6286, loss: 1.1542 2024-01-03 10:46:11,029 - mmseg - INFO - Iter [37500/40000] lr: 6.253e-05, eta: 0:04:23, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.0966, decode.acc_seg: 62.9736, loss: 1.0966 2024-01-03 10:46:16,107 - mmseg - INFO - Iter [37550/40000] lr: 6.127e-05, eta: 0:04:18, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1853, decode.acc_seg: 60.6584, loss: 1.1853 2024-01-03 10:46:21,183 - mmseg - INFO - Iter [37600/40000] lr: 6.002e-05, eta: 0:04:13, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1338, decode.acc_seg: 61.9061, loss: 1.1338 2024-01-03 10:46:26,264 - mmseg - INFO - Iter [37650/40000] lr: 5.878e-05, eta: 0:04:07, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1828, decode.acc_seg: 59.4445, loss: 1.1828 2024-01-03 10:46:31,345 - mmseg - INFO - Iter [37700/40000] lr: 5.753e-05, eta: 0:04:02, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1085, decode.acc_seg: 63.8352, loss: 1.1085 2024-01-03 10:46:36,453 - mmseg - INFO - Iter [37750/40000] lr: 5.627e-05, eta: 0:03:57, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1495, decode.acc_seg: 61.9056, loss: 1.1495 2024-01-03 10:46:41,532 - mmseg - INFO - Iter [37800/40000] lr: 5.502e-05, eta: 0:03:52, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1024, decode.acc_seg: 63.1577, loss: 1.1024 2024-01-03 10:46:46,614 - mmseg - INFO - Iter [37850/40000] lr: 5.378e-05, eta: 0:03:46, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1678, decode.acc_seg: 61.5639, loss: 1.1678 2024-01-03 10:46:53,903 - mmseg - INFO - Iter [37900/40000] lr: 5.253e-05, eta: 0:03:41, time: 0.146, data_time: 0.047, memory: 3299, decode.loss_ce: 1.1681, decode.acc_seg: 61.7882, loss: 1.1681 2024-01-03 10:46:58,979 - mmseg - INFO - Iter [37950/40000] lr: 5.127e-05, eta: 0:03:36, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.0969, decode.acc_seg: 62.1285, loss: 1.0969 2024-01-03 10:47:04,058 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:47:04,058 - mmseg - INFO - Iter [38000/40000] lr: 5.002e-05, eta: 0:03:31, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1641, decode.acc_seg: 62.2648, loss: 1.1641 2024-01-03 10:47:09,135 - mmseg - INFO - Iter [38050/40000] lr: 4.878e-05, eta: 0:03:25, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1782, decode.acc_seg: 60.3610, loss: 1.1782 2024-01-03 10:47:14,217 - mmseg - INFO - Iter [38100/40000] lr: 4.753e-05, eta: 0:03:20, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1708, decode.acc_seg: 61.9067, loss: 1.1708 2024-01-03 10:47:19,294 - mmseg - INFO - Iter [38150/40000] lr: 4.627e-05, eta: 0:03:15, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1221, decode.acc_seg: 62.8726, loss: 1.1221 2024-01-03 10:47:24,376 - mmseg - INFO - Iter [38200/40000] lr: 4.502e-05, eta: 0:03:09, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1537, decode.acc_seg: 61.5770, loss: 1.1537 2024-01-03 10:47:29,454 - mmseg - INFO - Iter [38250/40000] lr: 4.378e-05, eta: 0:03:04, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.0984, decode.acc_seg: 62.7303, loss: 1.0984 2024-01-03 10:47:34,536 - mmseg - INFO - Iter [38300/40000] lr: 4.253e-05, eta: 0:02:59, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1197, decode.acc_seg: 61.8231, loss: 1.1197 2024-01-03 10:47:39,611 - mmseg - INFO - Iter [38350/40000] lr: 4.127e-05, eta: 0:02:54, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1293, decode.acc_seg: 61.5424, loss: 1.1293 2024-01-03 10:47:44,705 - mmseg - INFO - Iter [38400/40000] lr: 4.002e-05, eta: 0:02:48, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1333, decode.acc_seg: 62.5564, loss: 1.1333 2024-01-03 10:47:49,788 - mmseg - INFO - Iter [38450/40000] lr: 3.878e-05, eta: 0:02:43, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1246, decode.acc_seg: 62.1388, loss: 1.1246 2024-01-03 10:47:55,025 - mmseg - INFO - Iter [38500/40000] lr: 3.753e-05, eta: 0:02:38, time: 0.105, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1405, decode.acc_seg: 62.1950, loss: 1.1405 2024-01-03 10:48:00,103 - mmseg - INFO - Iter [38550/40000] lr: 3.627e-05, eta: 0:02:32, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1969, decode.acc_seg: 60.5717, loss: 1.1969 2024-01-03 10:48:05,180 - mmseg - INFO - Iter [38600/40000] lr: 3.502e-05, eta: 0:02:27, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1035, decode.acc_seg: 63.7725, loss: 1.1035 2024-01-03 10:48:10,261 - mmseg - INFO - Iter [38650/40000] lr: 3.378e-05, eta: 0:02:22, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1260, decode.acc_seg: 62.2363, loss: 1.1260 2024-01-03 10:48:15,347 - mmseg - INFO - Iter [38700/40000] lr: 3.253e-05, eta: 0:02:17, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1517, decode.acc_seg: 61.4858, loss: 1.1517 2024-01-03 10:48:20,430 - mmseg - INFO - Iter [38750/40000] lr: 3.128e-05, eta: 0:02:11, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1501, decode.acc_seg: 62.0614, loss: 1.1501 2024-01-03 10:48:25,514 - mmseg - INFO - Iter [38800/40000] lr: 3.002e-05, eta: 0:02:06, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1441, decode.acc_seg: 62.4319, loss: 1.1441 2024-01-03 10:48:30,603 - mmseg - INFO - Iter [38850/40000] lr: 2.877e-05, eta: 0:02:01, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.2126, decode.acc_seg: 60.7865, loss: 1.2126 2024-01-03 10:48:35,682 - mmseg - INFO - Iter [38900/40000] lr: 2.753e-05, eta: 0:01:55, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1154, decode.acc_seg: 61.8297, loss: 1.1154 2024-01-03 10:48:40,765 - mmseg - INFO - Iter [38950/40000] lr: 2.628e-05, eta: 0:01:50, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1199, decode.acc_seg: 62.2523, loss: 1.1199 2024-01-03 10:48:45,844 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:48:45,845 - mmseg - INFO - Iter [39000/40000] lr: 2.502e-05, eta: 0:01:45, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.0969, decode.acc_seg: 63.0885, loss: 1.0969 2024-01-03 10:48:50,931 - mmseg - INFO - Iter [39050/40000] lr: 2.377e-05, eta: 0:01:40, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1673, decode.acc_seg: 61.7391, loss: 1.1673 2024-01-03 10:48:56,015 - mmseg - INFO - Iter [39100/40000] lr: 2.253e-05, eta: 0:01:34, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1657, decode.acc_seg: 61.8508, loss: 1.1657 2024-01-03 10:49:01,097 - mmseg - INFO - Iter [39150/40000] lr: 2.128e-05, eta: 0:01:29, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1699, decode.acc_seg: 61.5686, loss: 1.1699 2024-01-03 10:49:08,581 - mmseg - INFO - Iter [39200/40000] lr: 2.002e-05, eta: 0:01:24, time: 0.150, data_time: 0.046, memory: 3299, decode.loss_ce: 1.1269, decode.acc_seg: 61.9422, loss: 1.1269 2024-01-03 10:49:13,658 - mmseg - INFO - Iter [39250/40000] lr: 1.877e-05, eta: 0:01:19, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1165, decode.acc_seg: 63.0009, loss: 1.1165 2024-01-03 10:49:18,742 - mmseg - INFO - Iter [39300/40000] lr: 1.753e-05, eta: 0:01:13, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1138, decode.acc_seg: 62.8113, loss: 1.1138 2024-01-03 10:49:23,832 - mmseg - INFO - Iter [39350/40000] lr: 1.628e-05, eta: 0:01:08, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1500, decode.acc_seg: 61.4682, loss: 1.1500 2024-01-03 10:49:28,924 - mmseg - INFO - Iter [39400/40000] lr: 1.502e-05, eta: 0:01:03, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1599, decode.acc_seg: 61.7543, loss: 1.1599 2024-01-03 10:49:34,005 - mmseg - INFO - Iter [39450/40000] lr: 1.377e-05, eta: 0:00:57, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1435, decode.acc_seg: 61.5164, loss: 1.1435 2024-01-03 10:49:39,090 - mmseg - INFO - Iter [39500/40000] lr: 1.253e-05, eta: 0:00:52, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1524, decode.acc_seg: 60.4472, loss: 1.1524 2024-01-03 10:49:44,175 - mmseg - INFO - Iter [39550/40000] lr: 1.128e-05, eta: 0:00:47, time: 0.102, data_time: 0.004, memory: 3299, decode.loss_ce: 1.1262, decode.acc_seg: 61.9916, loss: 1.1262 2024-01-03 10:49:49,256 - mmseg - INFO - Iter [39600/40000] lr: 1.002e-05, eta: 0:00:42, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1354, decode.acc_seg: 61.9097, loss: 1.1354 2024-01-03 10:49:54,337 - mmseg - INFO - Iter [39650/40000] lr: 8.775e-06, eta: 0:00:36, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1674, decode.acc_seg: 61.3440, loss: 1.1674 2024-01-03 10:49:59,427 - mmseg - INFO - Iter [39700/40000] lr: 7.525e-06, eta: 0:00:31, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1235, decode.acc_seg: 63.1248, loss: 1.1235 2024-01-03 10:50:04,509 - mmseg - INFO - Iter [39750/40000] lr: 6.275e-06, eta: 0:00:26, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1703, decode.acc_seg: 60.7106, loss: 1.1703 2024-01-03 10:50:09,591 - mmseg - INFO - Iter [39800/40000] lr: 5.025e-06, eta: 0:00:21, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1939, decode.acc_seg: 60.4754, loss: 1.1939 2024-01-03 10:50:14,683 - mmseg - INFO - Iter [39850/40000] lr: 3.775e-06, eta: 0:00:15, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.0965, decode.acc_seg: 63.4093, loss: 1.0965 2024-01-03 10:50:19,767 - mmseg - INFO - Iter [39900/40000] lr: 2.525e-06, eta: 0:00:10, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1196, decode.acc_seg: 61.5895, loss: 1.1196 2024-01-03 10:50:24,851 - mmseg - INFO - Iter [39950/40000] lr: 1.275e-06, eta: 0:00:05, time: 0.102, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1623, decode.acc_seg: 60.9492, loss: 1.1623 2024-01-03 10:50:29,909 - mmseg - INFO - Saving checkpoint at 40000 iterations 2024-01-03 10:50:29,966 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:50:29,966 - mmseg - INFO - Iter [40000/40000] lr: 2.500e-08, eta: 0:00:00, time: 0.103, data_time: 0.003, memory: 3299, decode.loss_ce: 1.1298, decode.acc_seg: 62.4993, loss: 1.1298 2024-01-03 10:50:44,176 - mmseg - INFO - per class results: 2024-01-03 10:50:44,181 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 57.82 | 81.12 | | building | 67.08 | 84.46 | | sky | 90.22 | 95.79 | | floor | 62.9 | 82.39 | | tree | 59.71 | 82.71 | | ceiling | 68.89 | 83.59 | | road | 64.83 | 79.9 | | bed | 59.93 | 78.2 | | windowpane | 44.42 | 61.5 | | grass | 59.03 | 74.54 | | cabinet | 34.17 | 50.64 | | sidewalk | 40.68 | 57.62 | | person | 59.76 | 82.61 | | earth | 28.08 | 40.74 | | door | 10.47 | 13.48 | | table | 22.81 | 34.39 | | mountain | 37.19 | 55.61 | | plant | 33.16 | 41.01 | | curtain | 45.77 | 57.29 | | chair | 32.26 | 49.03 | | car | 64.82 | 83.04 | | water | 33.5 | 47.56 | | painting | 43.8 | 62.0 | | sofa | 34.56 | 53.65 | | shelf | 17.86 | 29.82 | | house | 24.62 | 32.54 | | sea | 36.21 | 60.69 | | mirror | 18.37 | 21.71 | | rug | 34.45 | 40.04 | | field | 13.03 | 24.13 | | armchair | 13.85 | 19.72 | | seat | 28.88 | 36.62 | | fence | 18.53 | 22.78 | | desk | 19.31 | 24.72 | | rock | 18.95 | 29.68 | | wardrobe | 9.26 | 9.76 | | lamp | 33.41 | 44.6 | | bathtub | 38.37 | 51.07 | | railing | 14.79 | 18.51 | | cushion | 27.12 | 37.93 | | base | 2.45 | 2.76 | | box | 9.33 | 13.44 | | column | 18.78 | 21.81 | | signboard | 24.07 | 31.02 | | chest of drawers | 22.23 | 29.89 | | counter | 7.27 | 7.8 | | sand | 16.02 | 23.86 | | sink | 32.26 | 47.25 | | skyscraper | 44.36 | 57.01 | | fireplace | 27.48 | 40.53 | | refrigerator | 30.28 | 37.39 | | grandstand | 22.79 | 47.47 | | path | 12.33 | 17.46 | | stairs | 21.19 | 23.74 | | runway | 42.39 | 49.91 | | case | 31.02 | 47.77 | | pool table | 68.77 | 84.25 | | pillow | 33.04 | 42.08 | | screen door | 19.53 | 22.78 | | stairway | 7.44 | 10.52 | | river | 4.84 | 7.04 | | bridge | 13.66 | 19.07 | | bookcase | 10.72 | 12.55 | | blind | 20.47 | 22.56 | | coffee table | 28.7 | 43.24 | | toilet | 52.88 | 66.49 | | flower | 23.64 | 39.38 | | book | 20.45 | 27.77 | | hill | 3.67 | 4.81 | | bench | 22.91 | 27.13 | | countertop | 29.48 | 36.36 | | stove | 26.28 | 40.05 | | palm | 26.45 | 31.86 | | kitchen island | 12.2 | 23.0 | | computer | 31.85 | 45.28 | | swivel chair | 23.76 | 30.25 | | boat | 20.1 | 24.08 | | bar | 3.96 | 4.2 | | arcade machine | 5.85 | 9.75 | | hovel | 12.65 | 14.73 | | bus | 48.12 | 58.61 | | towel | 22.47 | 26.75 | | light | 25.51 | 29.51 | | truck | 0.94 | 1.16 | | tower | 26.26 | 30.75 | | chandelier | 46.27 | 62.68 | | awning | 7.56 | 9.41 | | streetlight | 6.46 | 7.4 | | booth | 0.9 | 0.97 | | television receiver | 32.62 | 44.38 | | airplane | 44.67 | 57.4 | | dirt track | 0.38 | 0.84 | | apparel | 19.54 | 25.99 | | pole | 7.59 | 9.81 | | land | 5.75 | 8.82 | | bannister | 1.3 | 1.51 | | escalator | 0.47 | 0.7 | | ottoman | 10.13 | 14.91 | | bottle | 9.71 | 15.32 | | buffet | 14.05 | 18.36 | | poster | 9.48 | 10.72 | | stage | 4.38 | 7.7 | | van | 5.21 | 5.85 | | ship | 2.75 | 3.89 | | fountain | 5.71 | 6.42 | | conveyer belt | 1.93 | 2.13 | | canopy | 5.01 | 5.81 | | washer | 24.02 | 24.9 | | plaything | 10.65 | 18.74 | | swimming pool | 15.04 | 24.58 | | stool | 4.47 | 5.7 | | barrel | 0.0 | 0.0 | | basket | 12.69 | 15.25 | | waterfall | 28.74 | 45.2 | | tent | 66.73 | 87.66 | | bag | 0.71 | 0.73 | | minibike | 20.55 | 25.45 | | cradle | 61.79 | 84.02 | | oven | 5.08 | 8.13 | | ball | 37.81 | 54.73 | | food | 49.7 | 65.59 | | step | 0.17 | 0.17 | | tank | 16.11 | 17.18 | | trade name | 12.31 | 13.61 | | microwave | 18.27 | 22.26 | | pot | 8.97 | 9.99 | | animal | 42.64 | 45.2 | | bicycle | 33.65 | 52.61 | | lake | 0.7 | 1.0 | | dishwasher | 12.23 | 19.66 | | screen | 54.59 | 64.86 | | blanket | 0.23 | 0.24 | | sculpture | 1.6 | 1.73 | | hood | 25.24 | 32.07 | | sconce | 13.28 | 16.06 | | vase | 16.95 | 24.27 | | traffic light | 11.48 | 14.94 | | tray | 0.56 | 0.7 | | ashcan | 11.29 | 14.18 | | fan | 32.16 | 44.62 | | pier | 12.42 | 17.26 | | crt screen | 2.67 | 3.29 | | plate | 28.86 | 36.86 | | monitor | 1.27 | 1.38 | | bulletin board | 14.31 | 17.81 | | shower | 0.0 | 0.0 | | radiator | 25.58 | 26.21 | | glass | 7.35 | 8.08 | | clock | 4.65 | 6.08 | | flag | 19.23 | 21.13 | +---------------------+-------+-------+ 2024-01-03 10:50:44,182 - mmseg - INFO - Summary: 2024-01-03 10:50:44,182 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 68.58 | 23.62 | 31.25 | +-------+-------+-------+ 2024-01-03 10:50:44,182 - mmseg - INFO - Exp name: vitb_ade20k_linear_config.py 2024-01-03 10:50:44,183 - mmseg - INFO - Iter(val) [250] aAcc: 0.6858, mIoU: 0.2362, mAcc: 0.3125, IoU.wall: 0.5782, IoU.building: 0.6708, IoU.sky: 0.9022, IoU.floor: 0.6290, IoU.tree: 0.5971, IoU.ceiling: 0.6889, IoU.road: 0.6483, IoU.bed : 0.5993, IoU.windowpane: 0.4442, IoU.grass: 0.5903, IoU.cabinet: 0.3417, IoU.sidewalk: 0.4068, IoU.person: 0.5976, IoU.earth: 0.2808, IoU.door: 0.1047, IoU.table: 0.2281, IoU.mountain: 0.3719, IoU.plant: 0.3316, IoU.curtain: 0.4577, IoU.chair: 0.3226, IoU.car: 0.6482, IoU.water: 0.3350, IoU.painting: 0.4380, IoU.sofa: 0.3456, IoU.shelf: 0.1786, IoU.house: 0.2462, IoU.sea: 0.3621, IoU.mirror: 0.1837, IoU.rug: 0.3445, IoU.field: 0.1303, IoU.armchair: 0.1385, IoU.seat: 0.2888, IoU.fence: 0.1853, IoU.desk: 0.1931, IoU.rock: 0.1895, IoU.wardrobe: 0.0926, IoU.lamp: 0.3341, IoU.bathtub: 0.3837, IoU.railing: 0.1479, IoU.cushion: 0.2712, IoU.base: 0.0245, IoU.box: 0.0933, IoU.column: 0.1878, IoU.signboard: 0.2407, IoU.chest of drawers: 0.2223, IoU.counter: 0.0727, IoU.sand: 0.1602, IoU.sink: 0.3226, IoU.skyscraper: 0.4436, IoU.fireplace: 0.2748, IoU.refrigerator: 0.3028, IoU.grandstand: 0.2279, IoU.path: 0.1233, IoU.stairs: 0.2119, IoU.runway: 0.4239, IoU.case: 0.3102, IoU.pool table: 0.6877, IoU.pillow: 0.3304, IoU.screen door: 0.1953, IoU.stairway: 0.0744, IoU.river: 0.0484, IoU.bridge: 0.1366, IoU.bookcase: 0.1072, IoU.blind: 0.2047, IoU.coffee table: 0.2870, IoU.toilet: 0.5288, IoU.flower: 0.2364, IoU.book: 0.2045, IoU.hill: 0.0367, IoU.bench: 0.2291, IoU.countertop: 0.2948, IoU.stove: 0.2628, IoU.palm: 0.2645, IoU.kitchen island: 0.1220, IoU.computer: 0.3185, IoU.swivel chair: 0.2376, IoU.boat: 0.2010, IoU.bar: 0.0396, IoU.arcade machine: 0.0585, IoU.hovel: 0.1265, IoU.bus: 0.4812, IoU.towel: 0.2247, IoU.light: 0.2551, IoU.truck: 0.0094, IoU.tower: 0.2626, IoU.chandelier: 0.4627, IoU.awning: 0.0756, IoU.streetlight: 0.0646, IoU.booth: 0.0090, IoU.television receiver: 0.3262, IoU.airplane: 0.4467, IoU.dirt track: 0.0038, IoU.apparel: 0.1954, IoU.pole: 0.0759, IoU.land: 0.0575, IoU.bannister: 0.0130, IoU.escalator: 0.0047, IoU.ottoman: 0.1013, IoU.bottle: 0.0971, IoU.buffet: 0.1405, IoU.poster: 0.0948, IoU.stage: 0.0438, IoU.van: 0.0521, IoU.ship: 0.0275, IoU.fountain: 0.0571, IoU.conveyer belt: 0.0193, IoU.canopy: 0.0501, IoU.washer: 0.2402, IoU.plaything: 0.1065, IoU.swimming pool: 0.1504, IoU.stool: 0.0447, IoU.barrel: 0.0000, IoU.basket: 0.1269, IoU.waterfall: 0.2874, IoU.tent: 0.6673, IoU.bag: 0.0071, IoU.minibike: 0.2055, IoU.cradle: 0.6179, IoU.oven: 0.0508, IoU.ball: 0.3781, IoU.food: 0.4970, IoU.step: 0.0017, IoU.tank: 0.1611, IoU.trade name: 0.1231, IoU.microwave: 0.1827, IoU.pot: 0.0897, IoU.animal: 0.4264, IoU.bicycle: 0.3365, IoU.lake: 0.0070, IoU.dishwasher: 0.1223, IoU.screen: 0.5459, IoU.blanket: 0.0023, IoU.sculpture: 0.0160, IoU.hood: 0.2524, IoU.sconce: 0.1328, IoU.vase: 0.1695, IoU.traffic light: 0.1148, IoU.tray: 0.0056, IoU.ashcan: 0.1129, IoU.fan: 0.3216, IoU.pier: 0.1242, IoU.crt screen: 0.0267, IoU.plate: 0.2886, IoU.monitor: 0.0127, IoU.bulletin board: 0.1431, IoU.shower: 0.0000, IoU.radiator: 0.2558, IoU.glass: 0.0735, IoU.clock: 0.0465, IoU.flag: 0.1923, Acc.wall: 0.8112, Acc.building: 0.8446, Acc.sky: 0.9579, Acc.floor: 0.8239, Acc.tree: 0.8271, Acc.ceiling: 0.8359, Acc.road: 0.7990, Acc.bed : 0.7820, Acc.windowpane: 0.6150, Acc.grass: 0.7454, Acc.cabinet: 0.5064, Acc.sidewalk: 0.5762, Acc.person: 0.8261, Acc.earth: 0.4074, Acc.door: 0.1348, Acc.table: 0.3439, Acc.mountain: 0.5561, Acc.plant: 0.4101, Acc.curtain: 0.5729, Acc.chair: 0.4903, Acc.car: 0.8304, Acc.water: 0.4756, Acc.painting: 0.6200, Acc.sofa: 0.5365, Acc.shelf: 0.2982, Acc.house: 0.3254, Acc.sea: 0.6069, Acc.mirror: 0.2171, Acc.rug: 0.4004, Acc.field: 0.2413, Acc.armchair: 0.1972, Acc.seat: 0.3662, Acc.fence: 0.2278, Acc.desk: 0.2472, Acc.rock: 0.2968, Acc.wardrobe: 0.0976, Acc.lamp: 0.4460, Acc.bathtub: 0.5107, Acc.railing: 0.1851, Acc.cushion: 0.3793, Acc.base: 0.0276, Acc.box: 0.1344, Acc.column: 0.2181, Acc.signboard: 0.3102, Acc.chest of drawers: 0.2989, Acc.counter: 0.0780, Acc.sand: 0.2386, Acc.sink: 0.4725, Acc.skyscraper: 0.5701, Acc.fireplace: 0.4053, Acc.refrigerator: 0.3739, Acc.grandstand: 0.4747, Acc.path: 0.1746, Acc.stairs: 0.2374, Acc.runway: 0.4991, Acc.case: 0.4777, Acc.pool table: 0.8425, Acc.pillow: 0.4208, Acc.screen door: 0.2278, Acc.stairway: 0.1052, Acc.river: 0.0704, Acc.bridge: 0.1907, Acc.bookcase: 0.1255, Acc.blind: 0.2256, Acc.coffee table: 0.4324, Acc.toilet: 0.6649, Acc.flower: 0.3938, Acc.book: 0.2777, Acc.hill: 0.0481, Acc.bench: 0.2713, Acc.countertop: 0.3636, Acc.stove: 0.4005, Acc.palm: 0.3186, Acc.kitchen island: 0.2300, Acc.computer: 0.4528, Acc.swivel chair: 0.3025, Acc.boat: 0.2408, Acc.bar: 0.0420, Acc.arcade machine: 0.0975, Acc.hovel: 0.1473, Acc.bus: 0.5861, Acc.towel: 0.2675, Acc.light: 0.2951, Acc.truck: 0.0116, Acc.tower: 0.3075, Acc.chandelier: 0.6268, Acc.awning: 0.0941, Acc.streetlight: 0.0740, Acc.booth: 0.0097, Acc.television receiver: 0.4438, Acc.airplane: 0.5740, Acc.dirt track: 0.0084, Acc.apparel: 0.2599, Acc.pole: 0.0981, Acc.land: 0.0882, Acc.bannister: 0.0151, Acc.escalator: 0.0070, Acc.ottoman: 0.1491, Acc.bottle: 0.1532, Acc.buffet: 0.1836, Acc.poster: 0.1072, Acc.stage: 0.0770, Acc.van: 0.0585, Acc.ship: 0.0389, Acc.fountain: 0.0642, Acc.conveyer belt: 0.0213, Acc.canopy: 0.0581, Acc.washer: 0.2490, Acc.plaything: 0.1874, Acc.swimming pool: 0.2458, Acc.stool: 0.0570, Acc.barrel: 0.0000, Acc.basket: 0.1525, Acc.waterfall: 0.4520, Acc.tent: 0.8766, Acc.bag: 0.0073, Acc.minibike: 0.2545, Acc.cradle: 0.8402, Acc.oven: 0.0813, Acc.ball: 0.5473, Acc.food: 0.6559, Acc.step: 0.0017, Acc.tank: 0.1718, Acc.trade name: 0.1361, Acc.microwave: 0.2226, Acc.pot: 0.0999, Acc.animal: 0.4520, Acc.bicycle: 0.5261, Acc.lake: 0.0100, Acc.dishwasher: 0.1966, Acc.screen: 0.6486, Acc.blanket: 0.0024, Acc.sculpture: 0.0173, Acc.hood: 0.3207, Acc.sconce: 0.1606, Acc.vase: 0.2427, Acc.traffic light: 0.1494, Acc.tray: 0.0070, Acc.ashcan: 0.1418, Acc.fan: 0.4462, Acc.pier: 0.1726, Acc.crt screen: 0.0329, Acc.plate: 0.3686, Acc.monitor: 0.0138, Acc.bulletin board: 0.1781, Acc.shower: 0.0000, Acc.radiator: 0.2621, Acc.glass: 0.0808, Acc.clock: 0.0608, Acc.flag: 0.2113