2024/01/29 09:24:06 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.9.18 (main, Sep 11 2023, 13:41:44) [GCC 11.2.0] CUDA available: True numpy_random_seed: 0 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 11.7, V11.7.99 GCC: gcc (GCC) 8.3.1 20190311 (Red Hat 8.3.1-3) PyTorch: 1.12.0 PyTorch compiling details: PyTorch built with: - GCC 9.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2023.1-Product Build 20230303 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - 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_61,code=sm_61;-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;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.3.2 (built against CUDA 11.5) - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -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_VERSION=1.12.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.13.0 OpenCV: 4.9.0 MMEngine: 0.10.2 Runtime environment: cudnn_benchmark: True mp_cfg: {'mp_start_method': 'spawn', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: 0 deterministic: False diff_rank_seed: True Distributed launcher: pytorch Distributed training: True GPU number: 8 ------------------------------------------------------------ 2024/01/29 09:24:06 - mmengine - INFO - Config: auto_scale_lr = dict(base_batch_size=1024) data_preprocessor = dict( mean=[ 123.675, 116.28, 103.53, ], num_classes=1000, std=[ 58.395, 57.12, 57.375, ], to_rgb=True) dataset_type = 'ImageNet' default_hooks = dict( checkpoint=dict(interval=1, max_keep_ckpts=3, type='CheckpointHook'), logger=dict(interval=10, type='LoggerHook'), param_scheduler=dict(type='ParamSchedulerHook'), sampler_seed=dict(type='DistSamplerSeedHook'), timer=dict(type='IterTimerHook'), visualization=dict(enable=False, type='VisualizationHook')) default_scope = 'mmpretrain' env_cfg = dict( cudnn_benchmark=True, dist_cfg=dict(backend='nccl'), mp_cfg=dict(mp_start_method='spawn', opencv_num_threads=0)) launcher = 'pytorch' load_from = None log_level = 'INFO' model = dict( backbone=dict( arch='base', final_norm=False, frozen_stages=12, img_size=224, init_cfg=dict( checkpoint= './work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth', prefix='backbone.', type='Pretrained'), out_type='avg_featmap', patch_size=16, type='VisionLLaMA'), head=dict( in_channels=768, init_cfg=[ dict(layer='Linear', std=0.01, type='TruncNormal'), ], loss=dict(type='CrossEntropyLoss'), num_classes=1000, type='VisionTransformerClsHead'), neck=dict(input_features=768, type='ClsBatchNormNeck'), type='ImageClassifier') optim_wrapper = dict( loss_scale='dynamic', optimizer=dict(lr=6.4, momentum=0.9, type='LARS', weight_decay=0.0), type='AmpOptimWrapper') param_scheduler = [ dict( begin=0, by_epoch=True, convert_to_iter_based=True, end=10, start_factor=0.0001, type='LinearLR'), dict( T_max=80, begin=10, by_epoch=True, convert_to_iter_based=True, end=90, eta_min=0.0, type='CosineAnnealingLR'), ] randomness = dict(deterministic=False, diff_rank_seed=True, seed=0) resume = False test_cfg = dict() test_dataloader = dict( batch_size=32, collate_fn=dict(type='default_collate'), dataset=dict( data_root='/workdir/ILSVRC2012/', pipeline=[ dict(type='LoadImageFromFile'), dict(backend='pillow', edge='short', scale=256, type='ResizeEdge'), dict(crop_size=224, type='CenterCrop'), dict(type='PackInputs'), ], split='val', type='ImageNet'), drop_last=False, num_workers=5, persistent_workers=True, pin_memory=True, sampler=dict(shuffle=False, type='DefaultSampler')) test_evaluator = dict( topk=( 1, 5, ), type='Accuracy') test_pipeline = [ dict(type='LoadImageFromFile'), dict(backend='pillow', edge='short', scale=256, type='ResizeEdge'), dict(crop_size=224, type='CenterCrop'), dict(type='PackInputs'), ] train_cfg = dict(by_epoch=True, max_epochs=90, val_interval=1) train_dataloader = dict( batch_size=2048, collate_fn=dict(type='default_collate'), dataset=dict( data_root='/workdir/ILSVRC2012/', pipeline=[ dict(type='LoadImageFromFile'), dict(backend='pillow', scale=224, type='RandomResizedCrop'), dict(direction='horizontal', prob=0.5, type='RandomFlip'), dict(type='PackInputs'), ], split='train', type='ImageNet'), drop_last=True, num_workers=5, persistent_workers=True, pin_memory=True, sampler=dict(shuffle=True, type='DefaultSampler')) train_pipeline = [ dict(type='LoadImageFromFile'), dict(backend='pillow', scale=224, type='RandomResizedCrop'), dict(direction='horizontal', prob=0.5, type='RandomFlip'), dict(type='PackInputs'), ] val_cfg = dict() val_dataloader = dict( batch_size=32, collate_fn=dict(type='default_collate'), dataset=dict( data_root='/workdir/ILSVRC2012/', pipeline=[ dict(type='LoadImageFromFile'), dict(backend='pillow', edge='short', scale=256, type='ResizeEdge'), dict(crop_size=224, type='CenterCrop'), dict(type='PackInputs'), ], split='val', type='ImageNet'), drop_last=False, num_workers=5, persistent_workers=True, pin_memory=True, sampler=dict(shuffle=False, type='DefaultSampler')) val_evaluator = dict( topk=( 1, 5, ), type='Accuracy') vis_backends = [ dict(type='LocalVisBackend'), ] visualizer = dict( type='UniversalVisualizer', vis_backends=[ dict(type='LocalVisBackend'), ]) work_dir = './work_dirs/lama-base-p16_8xb2048-linear-coslr-800-90e_in1k' 2024/01/29 09:24:11 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val: (VERY_HIGH ) RuntimeInfoHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_val: (VERY_HIGH ) RuntimeInfoHook -------------------- after_train: (VERY_HIGH ) RuntimeInfoHook (VERY_LOW ) CheckpointHook -------------------- before_test: (VERY_HIGH ) RuntimeInfoHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_test: (VERY_HIGH ) RuntimeInfoHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2024/01/29 09:24:28 - mmengine - INFO - load backbone. in model from: ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth 2024/01/29 09:24:36 - mmengine - WARNING - The model and loaded state dict do not match exactly unexpected key in source state_dict: cls_token, ln1.weight, ln1.bias missing keys in source state_dict: ln2.weight, ln2.bias Name of parameter - Initialization information backbone.pos_embed - torch.Size([1, 196, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.patch_embed.projection.weight - torch.Size([768, 3, 16, 16]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.patch_embed.projection.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.0.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.1.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.2.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.3.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.4.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.5.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.6.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.7.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.8.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.9.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.10.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.layers.11.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-800e_in1k/epoch_800.pth backbone.ln2.weight - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier backbone.ln2.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of ImageClassifier head.layers.head.weight - torch.Size([1000, 768]): TruncNormalInit: a=-2, b=2, mean=0, std=0.01, bias=0 head.layers.head.bias - torch.Size([1000]): TruncNormalInit: a=-2, b=2, mean=0, std=0.01, bias=0 2024/01/29 09:24:36 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2024/01/29 09:24:36 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2024/01/29 09:24:36 - mmengine - INFO - Checkpoints will be saved to /mnt/dolphinfs/ssd_pool/docker/user/hadoop-automl/cxx/mmpretrain/work_dirs/lama-base-p16_8xb2048-linear-coslr-800-90e_in1k. 2024/01/29 09:25:48 - mmengine - INFO - Epoch(train) [1][10/78] lr: 7.4574e-02 eta: 13:53:56 time: 7.1379 data_time: 3.9601 memory: 29603 loss: 6.9494 2024/01/29 09:26:15 - mmengine - INFO - Epoch(train) [1][20/78] lr: 1.5672e-01 eta: 9:37:09 time: 2.7562 data_time: 0.0069 memory: 29603 loss: 6.9380 2024/01/29 09:26:42 - mmengine - INFO - Epoch(train) [1][30/78] lr: 2.3887e-01 eta: 8:09:08 time: 2.7019 data_time: 0.0037 memory: 29603 loss: 6.9057 2024/01/29 09:27:09 - mmengine - INFO - Epoch(train) [1][40/78] lr: 3.2102e-01 eta: 7:24:03 time: 2.6725 data_time: 0.0037 memory: 29603 loss: 6.8636 2024/01/29 09:27:36 - mmengine - INFO - Epoch(train) [1][50/78] lr: 4.0317e-01 eta: 6:57:17 time: 2.6924 data_time: 0.0040 memory: 29603 loss: 6.7920 2024/01/29 09:28:03 - mmengine - INFO - Epoch(train) [1][60/78] lr: 4.8532e-01 eta: 6:39:21 time: 2.6960 data_time: 0.0038 memory: 29603 loss: 6.6998 2024/01/29 09:28:30 - mmengine - INFO - Epoch(train) [1][70/78] lr: 5.6746e-01 eta: 6:26:33 time: 2.7031 data_time: 0.0053 memory: 29603 loss: 6.5912 2024/01/29 09:28:52 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 09:28:52 - mmengine - INFO - Saving checkpoint at 1 epochs 2024/01/29 09:29:19 - mmengine - INFO - Epoch(val) [1][ 10/196] eta: 0:06:08 time: 1.9825 data_time: 1.7651 memory: 29603 2024/01/29 09:29:21 - mmengine - INFO - Epoch(val) [1][ 20/196] eta: 0:03:12 time: 0.2054 data_time: 0.0005 memory: 1845 2024/01/29 09:29:23 - mmengine - INFO - Epoch(val) [1][ 30/196] eta: 0:02:12 time: 0.2053 data_time: 0.0005 memory: 1845 2024/01/29 09:29:25 - mmengine - INFO - Epoch(val) [1][ 40/196] eta: 0:01:41 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 09:29:27 - mmengine - INFO - Epoch(val) [1][ 50/196] eta: 0:01:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:29:29 - mmengine - INFO - Epoch(val) [1][ 60/196] eta: 0:01:08 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 09:29:31 - mmengine - INFO - Epoch(val) [1][ 70/196] eta: 0:00:57 time: 0.2054 data_time: 0.0005 memory: 1845 2024/01/29 09:29:33 - mmengine - INFO - Epoch(val) [1][ 80/196] eta: 0:00:49 time: 0.2055 data_time: 0.0006 memory: 1845 2024/01/29 09:29:36 - mmengine - INFO - Epoch(val) [1][ 90/196] eta: 0:00:42 time: 0.2053 data_time: 0.0005 memory: 1845 2024/01/29 09:29:38 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:36 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 09:29:40 - mmengine - INFO - Epoch(val) [1][110/196] eta: 0:00:31 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:29:42 - mmengine - INFO - Epoch(val) [1][120/196] eta: 0:00:26 time: 0.2055 data_time: 0.0005 memory: 1845 2024/01/29 09:29:44 - mmengine - INFO - Epoch(val) [1][130/196] eta: 0:00:22 time: 0.2054 data_time: 0.0005 memory: 1845 2024/01/29 09:29:46 - mmengine - INFO - Epoch(val) [1][140/196] eta: 0:00:18 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 09:29:48 - mmengine - INFO - Epoch(val) [1][150/196] eta: 0:00:14 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 09:29:50 - mmengine - INFO - Epoch(val) [1][160/196] eta: 0:00:11 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 09:29:52 - mmengine - INFO - Epoch(val) [1][170/196] eta: 0:00:08 time: 0.2058 data_time: 0.0005 memory: 1845 2024/01/29 09:29:54 - mmengine - INFO - Epoch(val) [1][180/196] eta: 0:00:04 time: 0.2057 data_time: 0.0005 memory: 1845 2024/01/29 09:29:56 - mmengine - INFO - Epoch(val) [1][190/196] eta: 0:00:01 time: 0.2055 data_time: 0.0004 memory: 1845 2024/01/29 09:30:08 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 8.4920 accuracy/top5: 20.5300 data_time: 0.0905 time: 0.2954 2024/01/29 09:30:47 - mmengine - INFO - Epoch(train) [2][10/78] lr: 7.1533e-01 eta: 6:26:31 time: 3.9307 data_time: 1.1833 memory: 29603 loss: 6.3355 2024/01/29 09:31:15 - mmengine - INFO - Epoch(train) [2][20/78] lr: 7.9748e-01 eta: 6:18:55 time: 2.7470 data_time: 0.0132 memory: 29603 loss: 6.1724 2024/01/29 09:31:42 - mmengine - INFO - Epoch(train) [2][30/78] lr: 8.7963e-01 eta: 6:12:14 time: 2.7093 data_time: 0.0108 memory: 29603 loss: 5.9903 2024/01/29 09:32:09 - mmengine - INFO - Epoch(train) [2][40/78] lr: 9.6178e-01 eta: 6:06:33 time: 2.7033 data_time: 0.0049 memory: 29603 loss: 5.7939 2024/01/29 09:32:36 - mmengine - INFO - Epoch(train) [2][50/78] lr: 1.0439e+00 eta: 6:01:35 time: 2.6926 data_time: 0.0050 memory: 29603 loss: 5.5783 2024/01/29 09:33:03 - mmengine - INFO - Epoch(train) [2][60/78] lr: 1.1261e+00 eta: 5:57:32 time: 2.7226 data_time: 0.0039 memory: 29603 loss: 5.3678 2024/01/29 09:33:30 - mmengine - INFO - Epoch(train) [2][70/78] lr: 1.2082e+00 eta: 5:53:52 time: 2.7105 data_time: 0.0043 memory: 29603 loss: 5.1237 2024/01/29 09:33:51 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 09:33:51 - mmengine - INFO - Saving checkpoint at 2 epochs 2024/01/29 09:34:01 - mmengine - INFO - Epoch(val) [2][ 10/196] eta: 0:00:41 time: 0.2250 data_time: 0.0181 memory: 29603 2024/01/29 09:34:03 - mmengine - INFO - Epoch(val) [2][ 20/196] eta: 0:00:37 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 09:34:05 - mmengine - INFO - Epoch(val) [2][ 30/196] eta: 0:00:35 time: 0.2062 data_time: 0.0011 memory: 1845 2024/01/29 09:34:07 - mmengine - INFO - Epoch(val) [2][ 40/196] eta: 0:00:32 time: 0.2054 data_time: 0.0004 memory: 1845 2024/01/29 09:34:09 - mmengine - INFO - Epoch(val) [2][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 09:34:11 - mmengine - INFO - Epoch(val) [2][ 60/196] eta: 0:00:28 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 09:34:13 - mmengine - INFO - Epoch(val) [2][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0005 memory: 1845 2024/01/29 09:34:15 - mmengine - INFO - Epoch(val) [2][ 80/196] eta: 0:00:24 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 09:34:17 - mmengine - INFO - Epoch(val) [2][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:34:19 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:34:21 - mmengine - INFO - Epoch(val) [2][110/196] eta: 0:00:17 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 09:34:23 - mmengine - INFO - Epoch(val) [2][120/196] eta: 0:00:15 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 09:34:25 - mmengine - INFO - Epoch(val) [2][130/196] eta: 0:00:13 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 09:34:27 - mmengine - INFO - Epoch(val) [2][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:34:29 - mmengine - INFO - Epoch(val) [2][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 09:34:31 - mmengine - INFO - Epoch(val) [2][160/196] eta: 0:00:07 time: 0.2055 data_time: 0.0003 memory: 1845 2024/01/29 09:34:33 - mmengine - INFO - Epoch(val) [2][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 09:34:35 - mmengine - INFO - Epoch(val) [2][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 09:34:37 - mmengine - INFO - Epoch(val) [2][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:34:48 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 30.9660 accuracy/top5: 53.2120 data_time: 0.0014 time: 0.2049 2024/01/29 09:35:27 - mmengine - INFO - Epoch(train) [3][10/78] lr: 1.3561e+00 eta: 5:56:14 time: 3.8859 data_time: 1.1015 memory: 29603 loss: 4.6956 2024/01/29 09:35:55 - mmengine - INFO - Epoch(train) [3][20/78] lr: 1.4382e+00 eta: 5:53:29 time: 2.7754 data_time: 0.0059 memory: 29603 loss: 4.4494 2024/01/29 09:36:22 - mmengine - INFO - Epoch(train) [3][30/78] lr: 1.5204e+00 eta: 5:50:33 time: 2.7047 data_time: 0.0039 memory: 29603 loss: 4.2032 2024/01/29 09:36:49 - mmengine - INFO - Epoch(train) [3][40/78] lr: 1.6025e+00 eta: 5:47:57 time: 2.7188 data_time: 0.0039 memory: 29603 loss: 3.9639 2024/01/29 09:37:16 - mmengine - INFO - Epoch(train) [3][50/78] lr: 1.6847e+00 eta: 5:45:35 time: 2.7220 data_time: 0.0039 memory: 29603 loss: 3.7662 2024/01/29 09:37:43 - mmengine - INFO - Epoch(train) [3][60/78] lr: 1.7668e+00 eta: 5:43:23 time: 2.7199 data_time: 0.0037 memory: 29603 loss: 3.5293 2024/01/29 09:38:11 - mmengine - INFO - Epoch(train) [3][70/78] lr: 1.8490e+00 eta: 5:41:23 time: 2.7289 data_time: 0.0040 memory: 29603 loss: 3.3237 2024/01/29 09:38:32 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 09:38:32 - mmengine - INFO - Saving checkpoint at 3 epochs 2024/01/29 09:38:42 - mmengine - INFO - Epoch(val) [3][ 10/196] eta: 0:00:41 time: 0.2257 data_time: 0.0187 memory: 29603 2024/01/29 09:38:44 - mmengine - INFO - Epoch(val) [3][ 20/196] eta: 0:00:37 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 09:38:46 - mmengine - INFO - Epoch(val) [3][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 09:38:48 - mmengine - INFO - Epoch(val) [3][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 09:38:50 - mmengine - INFO - Epoch(val) [3][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:38:52 - mmengine - INFO - Epoch(val) [3][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:38:54 - mmengine - INFO - Epoch(val) [3][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:38:56 - mmengine - INFO - Epoch(val) [3][ 80/196] eta: 0:00:24 time: 0.2050 data_time: 0.0007 memory: 1845 2024/01/29 09:38:58 - mmengine - INFO - Epoch(val) [3][ 90/196] eta: 0:00:21 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 09:39:00 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:39:02 - mmengine - INFO - Epoch(val) [3][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 09:39:04 - mmengine - INFO - Epoch(val) [3][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 09:39:06 - mmengine - INFO - Epoch(val) [3][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0008 memory: 1845 2024/01/29 09:39:08 - mmengine - INFO - Epoch(val) [3][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 09:39:10 - mmengine - INFO - Epoch(val) [3][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:39:12 - mmengine - INFO - Epoch(val) [3][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:39:14 - mmengine - INFO - Epoch(val) [3][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:39:16 - mmengine - INFO - Epoch(val) [3][180/196] eta: 0:00:03 time: 0.2074 data_time: 0.0011 memory: 1845 2024/01/29 09:39:18 - mmengine - INFO - Epoch(val) [3][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:39:29 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 48.6860 accuracy/top5: 70.8740 data_time: 0.0013 time: 0.2046 2024/01/29 09:40:08 - mmengine - INFO - Epoch(train) [4][10/78] lr: 1.9968e+00 eta: 5:43:23 time: 3.8941 data_time: 1.1308 memory: 29603 loss: 3.0296 2024/01/29 09:40:35 - mmengine - INFO - Epoch(train) [4][20/78] lr: 2.0790e+00 eta: 5:41:22 time: 2.6989 data_time: 0.0041 memory: 29603 loss: 2.8770 2024/01/29 09:41:02 - mmengine - INFO - Epoch(train) [4][30/78] lr: 2.1611e+00 eta: 5:39:33 time: 2.7185 data_time: 0.0044 memory: 29603 loss: 2.7237 2024/01/29 09:41:29 - mmengine - INFO - Epoch(train) [4][40/78] lr: 2.2433e+00 eta: 5:37:50 time: 2.7203 data_time: 0.0040 memory: 29603 loss: 2.6303 2024/01/29 09:41:56 - mmengine - INFO - Epoch(train) [4][50/78] lr: 2.3254e+00 eta: 5:36:09 time: 2.7059 data_time: 0.0042 memory: 29603 loss: 2.5364 2024/01/29 09:42:24 - mmengine - INFO - Epoch(train) [4][60/78] lr: 2.4076e+00 eta: 5:34:35 time: 2.7133 data_time: 0.0038 memory: 29603 loss: 2.4523 2024/01/29 09:42:51 - mmengine - INFO - Epoch(train) [4][70/78] lr: 2.4897e+00 eta: 5:33:09 time: 2.7304 data_time: 0.0045 memory: 29603 loss: 2.3820 2024/01/29 09:43:13 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 09:43:13 - mmengine - INFO - Saving checkpoint at 4 epochs 2024/01/29 09:43:22 - mmengine - INFO - Epoch(val) [4][ 10/196] eta: 0:00:41 time: 0.2238 data_time: 0.0173 memory: 29603 2024/01/29 09:43:24 - mmengine - INFO - Epoch(val) [4][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 09:43:26 - mmengine - INFO - Epoch(val) [4][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:43:28 - mmengine - INFO - Epoch(val) [4][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:43:30 - mmengine - INFO - Epoch(val) [4][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:43:32 - mmengine - INFO - Epoch(val) [4][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:43:34 - mmengine - INFO - Epoch(val) [4][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 09:43:36 - mmengine - INFO - Epoch(val) [4][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:43:38 - mmengine - INFO - Epoch(val) [4][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:43:40 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:43:43 - mmengine - INFO - Epoch(val) [4][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:43:45 - mmengine - INFO - Epoch(val) [4][120/196] eta: 0:00:15 time: 0.2055 data_time: 0.0010 memory: 1845 2024/01/29 09:43:47 - mmengine - INFO - Epoch(val) [4][130/196] eta: 0:00:13 time: 0.2045 data_time: 0.0004 memory: 1845 2024/01/29 09:43:49 - mmengine - INFO - Epoch(val) [4][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:43:51 - mmengine - INFO - Epoch(val) [4][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:43:53 - mmengine - INFO - Epoch(val) [4][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:43:55 - mmengine - INFO - Epoch(val) [4][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 09:43:57 - mmengine - INFO - Epoch(val) [4][180/196] eta: 0:00:03 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:43:59 - mmengine - INFO - Epoch(val) [4][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:44:10 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 58.0440 accuracy/top5: 79.5920 data_time: 0.0013 time: 0.2045 2024/01/29 09:44:48 - mmengine - INFO - Epoch(train) [5][10/78] lr: 2.6376e+00 eta: 5:34:38 time: 3.8787 data_time: 1.1434 memory: 29603 loss: 2.2458 2024/01/29 09:45:16 - mmengine - INFO - Epoch(train) [5][20/78] lr: 2.7198e+00 eta: 5:33:15 time: 2.7315 data_time: 0.0075 memory: 29603 loss: 2.1967 2024/01/29 09:45:43 - mmengine - INFO - Epoch(train) [5][30/78] lr: 2.8019e+00 eta: 5:31:48 time: 2.6970 data_time: 0.0037 memory: 29603 loss: 2.1452 2024/01/29 09:46:10 - mmengine - INFO - Epoch(train) [5][40/78] lr: 2.8840e+00 eta: 5:30:29 time: 2.7249 data_time: 0.0040 memory: 29603 loss: 2.1360 2024/01/29 09:46:37 - mmengine - INFO - Epoch(train) [5][50/78] lr: 2.9662e+00 eta: 5:29:11 time: 2.7095 data_time: 0.0038 memory: 29603 loss: 2.0834 2024/01/29 09:47:04 - mmengine - INFO - Epoch(train) [5][60/78] lr: 3.0483e+00 eta: 5:28:00 time: 2.7333 data_time: 0.0039 memory: 29603 loss: 2.0284 2024/01/29 09:47:31 - mmengine - INFO - Epoch(train) [5][70/78] lr: 3.1305e+00 eta: 5:26:46 time: 2.7091 data_time: 0.0045 memory: 29603 loss: 2.0388 2024/01/29 09:47:53 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 09:47:53 - mmengine - INFO - Saving checkpoint at 5 epochs 2024/01/29 09:48:02 - mmengine - INFO - Epoch(val) [5][ 10/196] eta: 0:00:41 time: 0.2251 data_time: 0.0173 memory: 29603 2024/01/29 09:48:04 - mmengine - INFO - Epoch(val) [5][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:48:06 - mmengine - INFO - Epoch(val) [5][ 30/196] eta: 0:00:36 time: 0.2250 data_time: 0.0204 memory: 1845 2024/01/29 09:48:08 - mmengine - INFO - Epoch(val) [5][ 40/196] eta: 0:00:33 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 09:48:10 - mmengine - INFO - Epoch(val) [5][ 50/196] eta: 0:00:31 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:48:12 - mmengine - INFO - Epoch(val) [5][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:48:15 - mmengine - INFO - Epoch(val) [5][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 09:48:17 - mmengine - INFO - Epoch(val) [5][ 80/196] eta: 0:00:24 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 09:48:19 - mmengine - INFO - Epoch(val) [5][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 09:48:21 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:20 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:48:23 - mmengine - INFO - Epoch(val) [5][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:48:25 - mmengine - INFO - Epoch(val) [5][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 09:48:27 - mmengine - INFO - Epoch(val) [5][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0008 memory: 1845 2024/01/29 09:48:29 - mmengine - INFO - Epoch(val) [5][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:48:31 - mmengine - INFO - Epoch(val) [5][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 09:48:33 - mmengine - INFO - Epoch(val) [5][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 09:48:35 - mmengine - INFO - Epoch(val) [5][170/196] eta: 0:00:05 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 09:48:37 - mmengine - INFO - Epoch(val) [5][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 09:48:39 - mmengine - INFO - Epoch(val) [5][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:48:50 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 62.1660 accuracy/top5: 82.9480 data_time: 0.0023 time: 0.2056 2024/01/29 09:49:28 - mmengine - INFO - Epoch(train) [6][10/78] lr: 3.2784e+00 eta: 5:27:53 time: 3.8845 data_time: 1.1390 memory: 29603 loss: 1.9478 2024/01/29 09:49:56 - mmengine - INFO - Epoch(train) [6][20/78] lr: 3.3605e+00 eta: 5:26:44 time: 2.7304 data_time: 0.0045 memory: 29603 loss: 1.9496 2024/01/29 09:50:23 - mmengine - INFO - Epoch(train) [6][30/78] lr: 3.4427e+00 eta: 5:25:36 time: 2.7224 data_time: 0.0038 memory: 29603 loss: 1.9314 2024/01/29 09:50:50 - mmengine - INFO - Epoch(train) [6][40/78] lr: 3.5248e+00 eta: 5:24:30 time: 2.7192 data_time: 0.0038 memory: 29603 loss: 1.9033 2024/01/29 09:51:17 - mmengine - INFO - Epoch(train) [6][50/78] lr: 3.6070e+00 eta: 5:23:24 time: 2.7115 data_time: 0.0039 memory: 29603 loss: 1.8908 2024/01/29 09:51:45 - mmengine - INFO - Epoch(train) [6][60/78] lr: 3.6891e+00 eta: 5:22:21 time: 2.7183 data_time: 0.0042 memory: 29603 loss: 1.8607 2024/01/29 09:52:12 - mmengine - INFO - Epoch(train) [6][70/78] lr: 3.7713e+00 eta: 5:21:18 time: 2.7080 data_time: 0.0040 memory: 29603 loss: 1.8729 2024/01/29 09:52:33 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 09:52:33 - mmengine - INFO - Saving checkpoint at 6 epochs 2024/01/29 09:52:42 - mmengine - INFO - Epoch(val) [6][ 10/196] eta: 0:00:42 time: 0.2270 data_time: 0.0183 memory: 29603 2024/01/29 09:52:45 - mmengine - INFO - Epoch(val) [6][ 20/196] eta: 0:00:38 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 09:52:47 - mmengine - INFO - Epoch(val) [6][ 30/196] eta: 0:00:35 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 09:52:49 - mmengine - INFO - Epoch(val) [6][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 09:52:51 - mmengine - INFO - Epoch(val) [6][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 09:52:53 - mmengine - INFO - Epoch(val) [6][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:52:55 - mmengine - INFO - Epoch(val) [6][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:52:57 - mmengine - INFO - Epoch(val) [6][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0010 memory: 1845 2024/01/29 09:52:59 - mmengine - INFO - Epoch(val) [6][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:53:01 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:53:03 - mmengine - INFO - Epoch(val) [6][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 09:53:05 - mmengine - INFO - Epoch(val) [6][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:53:07 - mmengine - INFO - Epoch(val) [6][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0007 memory: 1845 2024/01/29 09:53:09 - mmengine - INFO - Epoch(val) [6][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:53:11 - mmengine - INFO - Epoch(val) [6][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:53:13 - mmengine - INFO - Epoch(val) [6][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 09:53:15 - mmengine - INFO - Epoch(val) [6][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:53:17 - mmengine - INFO - Epoch(val) [6][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 09:53:19 - mmengine - INFO - Epoch(val) [6][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:53:30 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 64.0860 accuracy/top5: 84.5200 data_time: 0.0013 time: 0.2047 2024/01/29 09:54:08 - mmengine - INFO - Epoch(train) [7][10/78] lr: 3.9191e+00 eta: 5:22:01 time: 3.8336 data_time: 1.1096 memory: 29603 loss: 1.8444 2024/01/29 09:54:35 - mmengine - INFO - Epoch(train) [7][20/78] lr: 4.0013e+00 eta: 5:21:01 time: 2.7289 data_time: 0.0045 memory: 29603 loss: 1.8070 2024/01/29 09:55:03 - mmengine - INFO - Epoch(train) [7][30/78] lr: 4.0834e+00 eta: 5:20:00 time: 2.7059 data_time: 0.0041 memory: 29603 loss: 1.7952 2024/01/29 09:55:30 - mmengine - INFO - Epoch(train) [7][40/78] lr: 4.1656e+00 eta: 5:18:59 time: 2.7022 data_time: 0.0041 memory: 29603 loss: 1.8177 2024/01/29 09:55:57 - mmengine - INFO - Epoch(train) [7][50/78] lr: 4.2477e+00 eta: 5:18:04 time: 2.7297 data_time: 0.0039 memory: 29603 loss: 1.8045 2024/01/29 09:56:24 - mmengine - INFO - Epoch(train) [7][60/78] lr: 4.3299e+00 eta: 5:17:07 time: 2.7122 data_time: 0.0044 memory: 29603 loss: 1.7777 2024/01/29 09:56:51 - mmengine - INFO - Epoch(train) [7][70/78] lr: 4.4120e+00 eta: 5:16:09 time: 2.6901 data_time: 0.0040 memory: 29603 loss: 1.7861 2024/01/29 09:57:12 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 09:57:13 - mmengine - INFO - Saving checkpoint at 7 epochs 2024/01/29 09:57:22 - mmengine - INFO - Epoch(val) [7][ 10/196] eta: 0:00:42 time: 0.2270 data_time: 0.0190 memory: 29603 2024/01/29 09:57:24 - mmengine - INFO - Epoch(val) [7][ 20/196] eta: 0:00:38 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:57:26 - mmengine - INFO - Epoch(val) [7][ 30/196] eta: 0:00:35 time: 0.2057 data_time: 0.0007 memory: 1845 2024/01/29 09:57:28 - mmengine - INFO - Epoch(val) [7][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:57:30 - mmengine - INFO - Epoch(val) [7][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 09:57:32 - mmengine - INFO - Epoch(val) [7][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:57:34 - mmengine - INFO - Epoch(val) [7][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 09:57:36 - mmengine - INFO - Epoch(val) [7][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 09:57:38 - mmengine - INFO - Epoch(val) [7][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 09:57:40 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 09:57:42 - mmengine - INFO - Epoch(val) [7][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:57:44 - mmengine - INFO - Epoch(val) [7][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:57:46 - mmengine - INFO - Epoch(val) [7][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 09:57:48 - mmengine - INFO - Epoch(val) [7][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:57:50 - mmengine - INFO - Epoch(val) [7][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 09:57:53 - mmengine - INFO - Epoch(val) [7][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 09:57:55 - mmengine - INFO - Epoch(val) [7][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 09:57:57 - mmengine - INFO - Epoch(val) [7][180/196] eta: 0:00:03 time: 0.2075 data_time: 0.0030 memory: 1845 2024/01/29 09:57:59 - mmengine - INFO - Epoch(val) [7][190/196] eta: 0:00:01 time: 0.2120 data_time: 0.0003 memory: 1845 2024/01/29 09:58:09 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 65.2040 accuracy/top5: 85.4360 data_time: 0.0015 time: 0.2051 2024/01/29 09:58:48 - mmengine - INFO - Epoch(train) [8][10/78] lr: 4.5599e+00 eta: 5:16:45 time: 3.8730 data_time: 1.1108 memory: 29603 loss: 1.7260 2024/01/29 09:59:15 - mmengine - INFO - Epoch(train) [8][20/78] lr: 4.6420e+00 eta: 5:15:50 time: 2.7132 data_time: 0.0046 memory: 29603 loss: 1.7438 2024/01/29 09:59:42 - mmengine - INFO - Epoch(train) [8][30/78] lr: 4.7242e+00 eta: 5:14:57 time: 2.7231 data_time: 0.0041 memory: 29603 loss: 1.7375 2024/01/29 10:00:10 - mmengine - INFO - Epoch(train) [8][40/78] lr: 4.8063e+00 eta: 5:14:03 time: 2.7146 data_time: 0.0038 memory: 29603 loss: 1.7352 2024/01/29 10:00:37 - mmengine - INFO - Epoch(train) [8][50/78] lr: 4.8885e+00 eta: 5:13:11 time: 2.7126 data_time: 0.0040 memory: 29603 loss: 1.7456 2024/01/29 10:01:04 - mmengine - INFO - Epoch(train) [8][60/78] lr: 4.9706e+00 eta: 5:12:17 time: 2.6975 data_time: 0.0037 memory: 29603 loss: 1.7495 2024/01/29 10:01:31 - mmengine - INFO - Epoch(train) [8][70/78] lr: 5.0528e+00 eta: 5:11:26 time: 2.7029 data_time: 0.0039 memory: 29603 loss: 1.7372 2024/01/29 10:01:52 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:01:52 - mmengine - INFO - Saving checkpoint at 8 epochs 2024/01/29 10:02:02 - mmengine - INFO - Epoch(val) [8][ 10/196] eta: 0:00:42 time: 0.2266 data_time: 0.0193 memory: 29603 2024/01/29 10:02:04 - mmengine - INFO - Epoch(val) [8][ 20/196] eta: 0:00:38 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 10:02:06 - mmengine - INFO - Epoch(val) [8][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:02:08 - mmengine - INFO - Epoch(val) [8][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:02:10 - mmengine - INFO - Epoch(val) [8][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 10:02:12 - mmengine - INFO - Epoch(val) [8][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:02:14 - mmengine - INFO - Epoch(val) [8][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0008 memory: 1845 2024/01/29 10:02:16 - mmengine - INFO - Epoch(val) [8][ 80/196] eta: 0:00:24 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:02:18 - mmengine - INFO - Epoch(val) [8][ 90/196] eta: 0:00:22 time: 0.2124 data_time: 0.0003 memory: 1845 2024/01/29 10:02:20 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:02:22 - mmengine - INFO - Epoch(val) [8][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:02:24 - mmengine - INFO - Epoch(val) [8][120/196] eta: 0:00:15 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 10:02:26 - mmengine - INFO - Epoch(val) [8][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:02:28 - mmengine - INFO - Epoch(val) [8][140/196] eta: 0:00:11 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 10:02:30 - mmengine - INFO - Epoch(val) [8][150/196] eta: 0:00:09 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 10:02:32 - mmengine - INFO - Epoch(val) [8][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:02:35 - mmengine - INFO - Epoch(val) [8][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 10:02:37 - mmengine - INFO - Epoch(val) [8][180/196] eta: 0:00:03 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:02:39 - mmengine - INFO - Epoch(val) [8][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:02:49 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 65.7800 accuracy/top5: 85.9240 data_time: 0.0014 time: 0.2051 2024/01/29 10:03:28 - mmengine - INFO - Epoch(train) [9][10/78] lr: 5.2006e+00 eta: 5:11:51 time: 3.8681 data_time: 1.0870 memory: 29603 loss: 1.6766 2024/01/29 10:03:55 - mmengine - INFO - Epoch(train) [9][20/78] lr: 5.2828e+00 eta: 5:11:00 time: 2.7074 data_time: 0.0037 memory: 29603 loss: 1.7091 2024/01/29 10:04:22 - mmengine - INFO - Epoch(train) [9][30/78] lr: 5.3649e+00 eta: 5:10:11 time: 2.7268 data_time: 0.0037 memory: 29603 loss: 1.7212 2024/01/29 10:04:49 - mmengine - INFO - Epoch(train) [9][40/78] lr: 5.4471e+00 eta: 5:09:20 time: 2.7017 data_time: 0.0046 memory: 29603 loss: 1.7059 2024/01/29 10:05:16 - mmengine - INFO - Epoch(train) [9][50/78] lr: 5.5292e+00 eta: 5:08:31 time: 2.7015 data_time: 0.0038 memory: 29603 loss: 1.7429 2024/01/29 10:05:43 - mmengine - INFO - Epoch(train) [9][60/78] lr: 5.6114e+00 eta: 5:07:44 time: 2.7243 data_time: 0.0037 memory: 29603 loss: 1.7178 2024/01/29 10:06:10 - mmengine - INFO - Epoch(train) [9][70/78] lr: 5.6935e+00 eta: 5:06:56 time: 2.7101 data_time: 0.0047 memory: 29603 loss: 1.7194 2024/01/29 10:06:32 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:06:32 - mmengine - INFO - Saving checkpoint at 9 epochs 2024/01/29 10:06:41 - mmengine - INFO - Epoch(val) [9][ 10/196] eta: 0:00:41 time: 0.2249 data_time: 0.0169 memory: 29603 2024/01/29 10:06:43 - mmengine - INFO - Epoch(val) [9][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 10:06:45 - mmengine - INFO - Epoch(val) [9][ 30/196] eta: 0:00:35 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 10:06:47 - mmengine - INFO - Epoch(val) [9][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:06:49 - mmengine - INFO - Epoch(val) [9][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:06:52 - mmengine - INFO - Epoch(val) [9][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:06:54 - mmengine - INFO - Epoch(val) [9][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:06:56 - mmengine - INFO - Epoch(val) [9][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 10:06:58 - mmengine - INFO - Epoch(val) [9][ 90/196] eta: 0:00:21 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:07:00 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:07:02 - mmengine - INFO - Epoch(val) [9][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:07:04 - mmengine - INFO - Epoch(val) [9][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:07:06 - mmengine - INFO - Epoch(val) [9][130/196] eta: 0:00:13 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 10:07:08 - mmengine - INFO - Epoch(val) [9][140/196] eta: 0:00:11 time: 0.2056 data_time: 0.0004 memory: 1845 2024/01/29 10:07:10 - mmengine - INFO - Epoch(val) [9][150/196] eta: 0:00:09 time: 0.2123 data_time: 0.0004 memory: 1845 2024/01/29 10:07:12 - mmengine - INFO - Epoch(val) [9][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:07:14 - mmengine - INFO - Epoch(val) [9][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:07:16 - mmengine - INFO - Epoch(val) [9][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 10:07:18 - mmengine - INFO - Epoch(val) [9][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:07:29 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 65.8720 accuracy/top5: 86.1100 data_time: 0.0013 time: 0.2050 2024/01/29 10:08:08 - mmengine - INFO - Epoch(train) [10][10/78] lr: 5.8414e+00 eta: 5:07:16 time: 3.9007 data_time: 1.1576 memory: 29603 loss: 1.6829 2024/01/29 10:08:35 - mmengine - INFO - Epoch(train) [10][20/78] lr: 5.9235e+00 eta: 5:06:28 time: 2.7115 data_time: 0.0037 memory: 29603 loss: 1.6885 2024/01/29 10:09:02 - mmengine - INFO - Epoch(train) [10][30/78] lr: 6.0057e+00 eta: 5:05:42 time: 2.7221 data_time: 0.0040 memory: 29603 loss: 1.7136 2024/01/29 10:09:29 - mmengine - INFO - Epoch(train) [10][40/78] lr: 6.0878e+00 eta: 5:04:55 time: 2.7111 data_time: 0.0038 memory: 29603 loss: 1.7360 2024/01/29 10:09:56 - mmengine - INFO - Epoch(train) [10][50/78] lr: 6.1700e+00 eta: 5:04:09 time: 2.7126 data_time: 0.0040 memory: 29603 loss: 1.7133 2024/01/29 10:10:23 - mmengine - INFO - Epoch(train) [10][60/78] lr: 6.2521e+00 eta: 5:03:24 time: 2.7120 data_time: 0.0039 memory: 29603 loss: 1.7164 2024/01/29 10:10:51 - mmengine - INFO - Epoch(train) [10][70/78] lr: 6.3343e+00 eta: 5:02:40 time: 2.7238 data_time: 0.0040 memory: 29603 loss: 1.7246 2024/01/29 10:11:12 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:11:12 - mmengine - INFO - Saving checkpoint at 10 epochs 2024/01/29 10:11:22 - mmengine - INFO - Epoch(val) [10][ 10/196] eta: 0:00:42 time: 0.2275 data_time: 0.0186 memory: 29603 2024/01/29 10:11:24 - mmengine - INFO - Epoch(val) [10][ 20/196] eta: 0:00:38 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 10:11:26 - mmengine - INFO - Epoch(val) [10][ 30/196] eta: 0:00:35 time: 0.2058 data_time: 0.0008 memory: 1845 2024/01/29 10:11:28 - mmengine - INFO - Epoch(val) [10][ 40/196] eta: 0:00:32 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 10:11:30 - mmengine - INFO - Epoch(val) [10][ 50/196] eta: 0:00:30 time: 0.2053 data_time: 0.0005 memory: 1845 2024/01/29 10:11:32 - mmengine - INFO - Epoch(val) [10][ 60/196] eta: 0:00:28 time: 0.2054 data_time: 0.0004 memory: 1845 2024/01/29 10:11:34 - mmengine - INFO - Epoch(val) [10][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 10:11:36 - mmengine - INFO - Epoch(val) [10][ 80/196] eta: 0:00:24 time: 0.2058 data_time: 0.0010 memory: 1845 2024/01/29 10:11:38 - mmengine - INFO - Epoch(val) [10][ 90/196] eta: 0:00:22 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 10:11:40 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 10:11:42 - mmengine - INFO - Epoch(val) [10][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 10:11:44 - mmengine - INFO - Epoch(val) [10][120/196] eta: 0:00:15 time: 0.2056 data_time: 0.0005 memory: 1845 2024/01/29 10:11:46 - mmengine - INFO - Epoch(val) [10][130/196] eta: 0:00:13 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 10:11:48 - mmengine - INFO - Epoch(val) [10][140/196] eta: 0:00:11 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 10:11:50 - mmengine - INFO - Epoch(val) [10][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 10:11:52 - mmengine - INFO - Epoch(val) [10][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 10:11:55 - mmengine - INFO - Epoch(val) [10][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 10:11:57 - mmengine - INFO - Epoch(val) [10][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 10:11:59 - mmengine - INFO - Epoch(val) [10][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 10:12:09 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 65.8760 accuracy/top5: 86.2140 data_time: 0.0014 time: 0.2050 2024/01/29 10:12:48 - mmengine - INFO - Epoch(train) [11][10/78] lr: 6.4000e+00 eta: 5:02:53 time: 3.8932 data_time: 1.1157 memory: 29603 loss: 1.6826 2024/01/29 10:13:16 - mmengine - INFO - Epoch(train) [11][20/78] lr: 6.3999e+00 eta: 5:02:09 time: 2.7289 data_time: 0.0038 memory: 29603 loss: 1.6846 2024/01/29 10:13:43 - mmengine - INFO - Epoch(train) [11][30/78] lr: 6.3997e+00 eta: 5:01:26 time: 2.7290 data_time: 0.0038 memory: 29603 loss: 1.7064 2024/01/29 10:14:10 - mmengine - INFO - Epoch(train) [11][40/78] lr: 6.3994e+00 eta: 5:00:42 time: 2.7193 data_time: 0.0043 memory: 29603 loss: 1.7109 2024/01/29 10:14:37 - mmengine - INFO - Epoch(train) [11][50/78] lr: 6.3990e+00 eta: 4:59:58 time: 2.7178 data_time: 0.0038 memory: 29603 loss: 1.7319 2024/01/29 10:15:04 - mmengine - INFO - Epoch(train) [11][60/78] lr: 6.3986e+00 eta: 4:59:15 time: 2.7121 data_time: 0.0045 memory: 29603 loss: 1.7291 2024/01/29 10:15:31 - mmengine - INFO - Epoch(train) [11][70/78] lr: 6.3981e+00 eta: 4:58:31 time: 2.7007 data_time: 0.0115 memory: 29603 loss: 1.7127 2024/01/29 10:15:53 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:15:53 - mmengine - INFO - Saving checkpoint at 11 epochs 2024/01/29 10:16:02 - mmengine - INFO - Epoch(val) [11][ 10/196] eta: 0:00:41 time: 0.2255 data_time: 0.0170 memory: 29603 2024/01/29 10:16:04 - mmengine - INFO - Epoch(val) [11][ 20/196] eta: 0:00:37 time: 0.2055 data_time: 0.0012 memory: 1845 2024/01/29 10:16:06 - mmengine - INFO - Epoch(val) [11][ 30/196] eta: 0:00:35 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 10:16:09 - mmengine - INFO - Epoch(val) [11][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:16:11 - mmengine - INFO - Epoch(val) [11][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:16:13 - mmengine - INFO - Epoch(val) [11][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:16:15 - mmengine - INFO - Epoch(val) [11][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 10:16:17 - mmengine - INFO - Epoch(val) [11][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:16:19 - mmengine - INFO - Epoch(val) [11][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:16:21 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:16:23 - mmengine - INFO - Epoch(val) [11][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:16:25 - mmengine - INFO - Epoch(val) [11][120/196] eta: 0:00:15 time: 0.2121 data_time: 0.0017 memory: 1845 2024/01/29 10:16:27 - mmengine - INFO - Epoch(val) [11][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:16:29 - mmengine - INFO - Epoch(val) [11][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:16:31 - mmengine - INFO - Epoch(val) [11][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:16:33 - mmengine - INFO - Epoch(val) [11][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 10:16:35 - mmengine - INFO - Epoch(val) [11][170/196] eta: 0:00:05 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 10:16:37 - mmengine - INFO - Epoch(val) [11][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 10:16:39 - mmengine - INFO - Epoch(val) [11][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:16:50 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 65.9280 accuracy/top5: 86.1240 data_time: 0.0013 time: 0.2049 2024/01/29 10:17:28 - mmengine - INFO - Epoch(train) [12][10/78] lr: 6.3969e+00 eta: 4:58:35 time: 3.8585 data_time: 1.1024 memory: 29603 loss: 1.6761 2024/01/29 10:17:55 - mmengine - INFO - Epoch(train) [12][20/78] lr: 6.3962e+00 eta: 4:57:51 time: 2.6980 data_time: 0.0037 memory: 29603 loss: 1.6656 2024/01/29 10:18:22 - mmengine - INFO - Epoch(train) [12][30/78] lr: 6.3954e+00 eta: 4:57:08 time: 2.7088 data_time: 0.0038 memory: 29603 loss: 1.7073 2024/01/29 10:18:50 - mmengine - INFO - Epoch(train) [12][40/78] lr: 6.3944e+00 eta: 4:56:27 time: 2.7225 data_time: 0.0038 memory: 29603 loss: 1.6722 2024/01/29 10:19:17 - mmengine - INFO - Epoch(train) [12][50/78] lr: 6.3935e+00 eta: 4:55:46 time: 2.7323 data_time: 0.0042 memory: 29603 loss: 1.7002 2024/01/29 10:19:44 - mmengine - INFO - Epoch(train) [12][60/78] lr: 6.3924e+00 eta: 4:55:05 time: 2.7184 data_time: 0.0038 memory: 29603 loss: 1.6973 2024/01/29 10:20:11 - mmengine - INFO - Epoch(train) [12][70/78] lr: 6.3912e+00 eta: 4:54:24 time: 2.7237 data_time: 0.0045 memory: 29603 loss: 1.7247 2024/01/29 10:20:33 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:20:33 - mmengine - INFO - Saving checkpoint at 12 epochs 2024/01/29 10:20:43 - mmengine - INFO - Epoch(val) [12][ 10/196] eta: 0:00:41 time: 0.2256 data_time: 0.0169 memory: 29603 2024/01/29 10:20:45 - mmengine - INFO - Epoch(val) [12][ 20/196] eta: 0:00:37 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 10:20:47 - mmengine - INFO - Epoch(val) [12][ 30/196] eta: 0:00:35 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:20:49 - mmengine - INFO - Epoch(val) [12][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:20:51 - mmengine - INFO - Epoch(val) [12][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:20:53 - mmengine - INFO - Epoch(val) [12][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:20:55 - mmengine - INFO - Epoch(val) [12][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 10:20:57 - mmengine - INFO - Epoch(val) [12][ 80/196] eta: 0:00:24 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:20:59 - mmengine - INFO - Epoch(val) [12][ 90/196] eta: 0:00:21 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:21:01 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:21:03 - mmengine - INFO - Epoch(val) [12][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:21:05 - mmengine - INFO - Epoch(val) [12][120/196] eta: 0:00:15 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 10:21:07 - mmengine - INFO - Epoch(val) [12][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:21:09 - mmengine - INFO - Epoch(val) [12][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:21:11 - mmengine - INFO - Epoch(val) [12][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:21:13 - mmengine - INFO - Epoch(val) [12][160/196] eta: 0:00:07 time: 0.2056 data_time: 0.0003 memory: 1845 2024/01/29 10:21:15 - mmengine - INFO - Epoch(val) [12][170/196] eta: 0:00:05 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 10:21:18 - mmengine - INFO - Epoch(val) [12][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:21:20 - mmengine - INFO - Epoch(val) [12][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:21:30 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 66.1940 accuracy/top5: 86.3760 data_time: 0.0012 time: 0.2046 2024/01/29 10:22:09 - mmengine - INFO - Epoch(train) [13][10/78] lr: 6.3890e+00 eta: 4:54:24 time: 3.8731 data_time: 1.1434 memory: 29603 loss: 1.6476 2024/01/29 10:22:36 - mmengine - INFO - Epoch(train) [13][20/78] lr: 6.3876e+00 eta: 4:53:41 time: 2.6953 data_time: 0.0038 memory: 29603 loss: 1.6941 2024/01/29 10:23:03 - mmengine - INFO - Epoch(train) [13][30/78] lr: 6.3861e+00 eta: 4:52:58 time: 2.6869 data_time: 0.0036 memory: 29603 loss: 1.6864 2024/01/29 10:23:30 - mmengine - INFO - Epoch(train) [13][40/78] lr: 6.3846e+00 eta: 4:52:18 time: 2.7207 data_time: 0.0037 memory: 29603 loss: 1.7306 2024/01/29 10:23:57 - mmengine - INFO - Epoch(train) [13][50/78] lr: 6.3830e+00 eta: 4:51:38 time: 2.7251 data_time: 0.0039 memory: 29603 loss: 1.6918 2024/01/29 10:24:24 - mmengine - INFO - Epoch(train) [13][60/78] lr: 6.3813e+00 eta: 4:50:57 time: 2.7047 data_time: 0.0040 memory: 29603 loss: 1.7168 2024/01/29 10:24:35 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:24:51 - mmengine - INFO - Epoch(train) [13][70/78] lr: 6.3795e+00 eta: 4:50:17 time: 2.7130 data_time: 0.0046 memory: 29603 loss: 1.7083 2024/01/29 10:25:13 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:25:13 - mmengine - INFO - Saving checkpoint at 13 epochs 2024/01/29 10:25:22 - mmengine - INFO - Epoch(val) [13][ 10/196] eta: 0:00:42 time: 0.2285 data_time: 0.0188 memory: 29603 2024/01/29 10:25:24 - mmengine - INFO - Epoch(val) [13][ 20/196] eta: 0:00:38 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:25:26 - mmengine - INFO - Epoch(val) [13][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 10:25:28 - mmengine - INFO - Epoch(val) [13][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:25:30 - mmengine - INFO - Epoch(val) [13][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:25:32 - mmengine - INFO - Epoch(val) [13][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:25:34 - mmengine - INFO - Epoch(val) [13][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:25:36 - mmengine - INFO - Epoch(val) [13][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 10:25:39 - mmengine - INFO - Epoch(val) [13][ 90/196] eta: 0:00:21 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:25:41 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:25:43 - mmengine - INFO - Epoch(val) [13][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:25:45 - mmengine - INFO - Epoch(val) [13][120/196] eta: 0:00:15 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 10:25:47 - mmengine - INFO - Epoch(val) [13][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 10:25:49 - mmengine - INFO - Epoch(val) [13][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:25:51 - mmengine - INFO - Epoch(val) [13][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:25:53 - mmengine - INFO - Epoch(val) [13][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:25:55 - mmengine - INFO - Epoch(val) [13][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:25:57 - mmengine - INFO - Epoch(val) [13][180/196] eta: 0:00:03 time: 0.2067 data_time: 0.0021 memory: 1845 2024/01/29 10:25:59 - mmengine - INFO - Epoch(val) [13][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:26:10 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 66.0040 accuracy/top5: 86.3060 data_time: 0.0014 time: 0.2048 2024/01/29 10:26:48 - mmengine - INFO - Epoch(train) [14][10/78] lr: 6.3761e+00 eta: 4:50:13 time: 3.8684 data_time: 1.1251 memory: 29603 loss: 1.6503 2024/01/29 10:27:15 - mmengine - INFO - Epoch(train) [14][20/78] lr: 6.3741e+00 eta: 4:49:32 time: 2.7122 data_time: 0.0039 memory: 29603 loss: 1.6535 2024/01/29 10:27:42 - mmengine - INFO - Epoch(train) [14][30/78] lr: 6.3720e+00 eta: 4:48:52 time: 2.7093 data_time: 0.0038 memory: 29603 loss: 1.6687 2024/01/29 10:28:10 - mmengine - INFO - Epoch(train) [14][40/78] lr: 6.3698e+00 eta: 4:48:13 time: 2.7191 data_time: 0.0041 memory: 29603 loss: 1.7084 2024/01/29 10:28:37 - mmengine - INFO - Epoch(train) [14][50/78] lr: 6.3676e+00 eta: 4:47:33 time: 2.6976 data_time: 0.0047 memory: 29603 loss: 1.7183 2024/01/29 10:29:04 - mmengine - INFO - Epoch(train) [14][60/78] lr: 6.3652e+00 eta: 4:46:54 time: 2.7153 data_time: 0.0038 memory: 29603 loss: 1.6840 2024/01/29 10:29:31 - mmengine - INFO - Epoch(train) [14][70/78] lr: 6.3628e+00 eta: 4:46:15 time: 2.7184 data_time: 0.0140 memory: 29603 loss: 1.6959 2024/01/29 10:29:53 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:29:53 - mmengine - INFO - Saving checkpoint at 14 epochs 2024/01/29 10:30:02 - mmengine - INFO - Epoch(val) [14][ 10/196] eta: 0:00:42 time: 0.2276 data_time: 0.0186 memory: 29603 2024/01/29 10:30:04 - mmengine - INFO - Epoch(val) [14][ 20/196] eta: 0:00:38 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 10:30:07 - mmengine - INFO - Epoch(val) [14][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 10:30:09 - mmengine - INFO - Epoch(val) [14][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:30:11 - mmengine - INFO - Epoch(val) [14][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 10:30:13 - mmengine - INFO - Epoch(val) [14][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:30:15 - mmengine - INFO - Epoch(val) [14][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 10:30:17 - mmengine - INFO - Epoch(val) [14][ 80/196] eta: 0:00:24 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:30:19 - mmengine - INFO - Epoch(val) [14][ 90/196] eta: 0:00:21 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:30:21 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:30:23 - mmengine - INFO - Epoch(val) [14][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:30:25 - mmengine - INFO - Epoch(val) [14][120/196] eta: 0:00:15 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 10:30:27 - mmengine - INFO - Epoch(val) [14][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:30:29 - mmengine - INFO - Epoch(val) [14][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:30:31 - mmengine - INFO - Epoch(val) [14][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:30:33 - mmengine - INFO - Epoch(val) [14][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:30:35 - mmengine - INFO - Epoch(val) [14][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 10:30:37 - mmengine - INFO - Epoch(val) [14][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:30:39 - mmengine - INFO - Epoch(val) [14][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:30:50 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 66.1780 accuracy/top5: 86.2500 data_time: 0.0013 time: 0.2046 2024/01/29 10:31:29 - mmengine - INFO - Epoch(train) [15][10/78] lr: 6.3583e+00 eta: 4:46:09 time: 3.9059 data_time: 1.1033 memory: 29603 loss: 1.6668 2024/01/29 10:31:56 - mmengine - INFO - Epoch(train) [15][20/78] lr: 6.3557e+00 eta: 4:45:31 time: 2.7310 data_time: 0.0149 memory: 29603 loss: 1.6841 2024/01/29 10:32:23 - mmengine - INFO - Epoch(train) [15][30/78] lr: 6.3530e+00 eta: 4:44:51 time: 2.6914 data_time: 0.0039 memory: 29603 loss: 1.6436 2024/01/29 10:32:50 - mmengine - INFO - Epoch(train) [15][40/78] lr: 6.3502e+00 eta: 4:44:14 time: 2.7444 data_time: 0.0351 memory: 29603 loss: 1.7130 2024/01/29 10:33:18 - mmengine - INFO - Epoch(train) [15][50/78] lr: 6.3473e+00 eta: 4:43:36 time: 2.7135 data_time: 0.0161 memory: 29603 loss: 1.6926 2024/01/29 10:33:45 - mmengine - INFO - Epoch(train) [15][60/78] lr: 6.3443e+00 eta: 4:42:58 time: 2.7224 data_time: 0.0184 memory: 29603 loss: 1.6639 2024/01/29 10:34:12 - mmengine - INFO - Epoch(train) [15][70/78] lr: 6.3413e+00 eta: 4:42:21 time: 2.7318 data_time: 0.0242 memory: 29603 loss: 1.7183 2024/01/29 10:34:34 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:34:34 - mmengine - INFO - Saving checkpoint at 15 epochs 2024/01/29 10:34:44 - mmengine - INFO - Epoch(val) [15][ 10/196] eta: 0:00:42 time: 0.2297 data_time: 0.0206 memory: 29603 2024/01/29 10:34:46 - mmengine - INFO - Epoch(val) [15][ 20/196] eta: 0:00:40 time: 0.2309 data_time: 0.0264 memory: 1845 2024/01/29 10:34:48 - mmengine - INFO - Epoch(val) [15][ 30/196] eta: 0:00:36 time: 0.2056 data_time: 0.0010 memory: 1845 2024/01/29 10:34:50 - mmengine - INFO - Epoch(val) [15][ 40/196] eta: 0:00:33 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:34:52 - mmengine - INFO - Epoch(val) [15][ 50/196] eta: 0:00:31 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:34:54 - mmengine - INFO - Epoch(val) [15][ 60/196] eta: 0:00:29 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:34:56 - mmengine - INFO - Epoch(val) [15][ 70/196] eta: 0:00:27 time: 0.2310 data_time: 0.0264 memory: 1845 2024/01/29 10:34:59 - mmengine - INFO - Epoch(val) [15][ 80/196] eta: 0:00:25 time: 0.2172 data_time: 0.0128 memory: 1845 2024/01/29 10:35:01 - mmengine - INFO - Epoch(val) [15][ 90/196] eta: 0:00:22 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 10:35:03 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:20 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:35:05 - mmengine - INFO - Epoch(val) [15][110/196] eta: 0:00:18 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:35:07 - mmengine - INFO - Epoch(val) [15][120/196] eta: 0:00:16 time: 0.2286 data_time: 0.0243 memory: 1845 2024/01/29 10:35:09 - mmengine - INFO - Epoch(val) [15][130/196] eta: 0:00:14 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 10:35:11 - mmengine - INFO - Epoch(val) [15][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:35:13 - mmengine - INFO - Epoch(val) [15][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:35:15 - mmengine - INFO - Epoch(val) [15][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:35:17 - mmengine - INFO - Epoch(val) [15][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 10:35:19 - mmengine - INFO - Epoch(val) [15][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 10:35:21 - mmengine - INFO - Epoch(val) [15][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 10:35:32 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 66.2300 accuracy/top5: 86.2580 data_time: 0.0059 time: 0.2092 2024/01/29 10:36:11 - mmengine - INFO - Epoch(train) [16][10/78] lr: 6.3357e+00 eta: 4:42:12 time: 3.9017 data_time: 1.1284 memory: 29603 loss: 1.6657 2024/01/29 10:36:38 - mmengine - INFO - Epoch(train) [16][20/78] lr: 6.3324e+00 eta: 4:41:35 time: 2.7279 data_time: 0.0039 memory: 29603 loss: 1.6570 2024/01/29 10:37:05 - mmengine - INFO - Epoch(train) [16][30/78] lr: 6.3291e+00 eta: 4:40:57 time: 2.7132 data_time: 0.0039 memory: 29603 loss: 1.6939 2024/01/29 10:37:33 - mmengine - INFO - Epoch(train) [16][40/78] lr: 6.3257e+00 eta: 4:40:19 time: 2.7131 data_time: 0.0037 memory: 29603 loss: 1.7111 2024/01/29 10:38:00 - mmengine - INFO - Epoch(train) [16][50/78] lr: 6.3222e+00 eta: 4:39:41 time: 2.7089 data_time: 0.0038 memory: 29603 loss: 1.7073 2024/01/29 10:38:27 - mmengine - INFO - Epoch(train) [16][60/78] lr: 6.3186e+00 eta: 4:39:04 time: 2.7174 data_time: 0.0037 memory: 29603 loss: 1.7327 2024/01/29 10:38:54 - mmengine - INFO - Epoch(train) [16][70/78] lr: 6.3149e+00 eta: 4:38:26 time: 2.6989 data_time: 0.0047 memory: 29603 loss: 1.7087 2024/01/29 10:39:15 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:39:15 - mmengine - INFO - Saving checkpoint at 16 epochs 2024/01/29 10:39:25 - mmengine - INFO - Epoch(val) [16][ 10/196] eta: 0:00:43 time: 0.2316 data_time: 0.0241 memory: 29603 2024/01/29 10:39:27 - mmengine - INFO - Epoch(val) [16][ 20/196] eta: 0:00:38 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 10:39:29 - mmengine - INFO - Epoch(val) [16][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 10:39:31 - mmengine - INFO - Epoch(val) [16][ 40/196] eta: 0:00:33 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:39:33 - mmengine - INFO - Epoch(val) [16][ 50/196] eta: 0:00:30 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 10:39:35 - mmengine - INFO - Epoch(val) [16][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:39:38 - mmengine - INFO - Epoch(val) [16][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 10:39:40 - mmengine - INFO - Epoch(val) [16][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:39:42 - mmengine - INFO - Epoch(val) [16][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:39:44 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:39:46 - mmengine - INFO - Epoch(val) [16][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:39:48 - mmengine - INFO - Epoch(val) [16][120/196] eta: 0:00:15 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 10:39:50 - mmengine - INFO - Epoch(val) [16][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:39:52 - mmengine - INFO - Epoch(val) [16][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:39:54 - mmengine - INFO - Epoch(val) [16][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:39:56 - mmengine - INFO - Epoch(val) [16][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:39:58 - mmengine - INFO - Epoch(val) [16][170/196] eta: 0:00:05 time: 0.2060 data_time: 0.0012 memory: 1845 2024/01/29 10:40:00 - mmengine - INFO - Epoch(val) [16][180/196] eta: 0:00:03 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:40:02 - mmengine - INFO - Epoch(val) [16][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:40:13 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 65.9880 accuracy/top5: 86.3780 data_time: 0.0016 time: 0.2049 2024/01/29 10:40:51 - mmengine - INFO - Epoch(train) [17][10/78] lr: 6.3082e+00 eta: 4:38:12 time: 3.8597 data_time: 1.1280 memory: 29603 loss: 1.6570 2024/01/29 10:41:18 - mmengine - INFO - Epoch(train) [17][20/78] lr: 6.3043e+00 eta: 4:37:34 time: 2.7140 data_time: 0.0039 memory: 29603 loss: 1.6912 2024/01/29 10:41:45 - mmengine - INFO - Epoch(train) [17][30/78] lr: 6.3003e+00 eta: 4:36:57 time: 2.7067 data_time: 0.0036 memory: 29603 loss: 1.7049 2024/01/29 10:42:12 - mmengine - INFO - Epoch(train) [17][40/78] lr: 6.2963e+00 eta: 4:36:20 time: 2.7102 data_time: 0.0040 memory: 29603 loss: 1.6853 2024/01/29 10:42:40 - mmengine - INFO - Epoch(train) [17][50/78] lr: 6.2922e+00 eta: 4:35:43 time: 2.7136 data_time: 0.0044 memory: 29603 loss: 1.6691 2024/01/29 10:43:07 - mmengine - INFO - Epoch(train) [17][60/78] lr: 6.2880e+00 eta: 4:35:07 time: 2.7239 data_time: 0.0043 memory: 29603 loss: 1.7259 2024/01/29 10:43:34 - mmengine - INFO - Epoch(train) [17][70/78] lr: 6.2838e+00 eta: 4:34:30 time: 2.7177 data_time: 0.0040 memory: 29603 loss: 1.6887 2024/01/29 10:43:56 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:43:56 - mmengine - INFO - Saving checkpoint at 17 epochs 2024/01/29 10:44:05 - mmengine - INFO - Epoch(val) [17][ 10/196] eta: 0:00:41 time: 0.2232 data_time: 0.0169 memory: 29603 2024/01/29 10:44:07 - mmengine - INFO - Epoch(val) [17][ 20/196] eta: 0:00:37 time: 0.2063 data_time: 0.0016 memory: 1845 2024/01/29 10:44:09 - mmengine - INFO - Epoch(val) [17][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:44:12 - mmengine - INFO - Epoch(val) [17][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:44:14 - mmengine - INFO - Epoch(val) [17][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:44:16 - mmengine - INFO - Epoch(val) [17][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:44:18 - mmengine - INFO - Epoch(val) [17][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 10:44:20 - mmengine - INFO - Epoch(val) [17][ 80/196] eta: 0:00:24 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:44:22 - mmengine - INFO - Epoch(val) [17][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:44:24 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:44:26 - mmengine - INFO - Epoch(val) [17][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:44:28 - mmengine - INFO - Epoch(val) [17][120/196] eta: 0:00:15 time: 0.2055 data_time: 0.0010 memory: 1845 2024/01/29 10:44:30 - mmengine - INFO - Epoch(val) [17][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:44:32 - mmengine - INFO - Epoch(val) [17][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:44:34 - mmengine - INFO - Epoch(val) [17][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:44:36 - mmengine - INFO - Epoch(val) [17][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 10:44:38 - mmengine - INFO - Epoch(val) [17][170/196] eta: 0:00:05 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 10:44:40 - mmengine - INFO - Epoch(val) [17][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:44:42 - mmengine - INFO - Epoch(val) [17][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:44:53 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 66.3600 accuracy/top5: 86.4740 data_time: 0.0013 time: 0.2045 2024/01/29 10:45:31 - mmengine - INFO - Epoch(train) [18][10/78] lr: 6.2759e+00 eta: 4:34:13 time: 3.8583 data_time: 1.1244 memory: 29603 loss: 1.6765 2024/01/29 10:45:59 - mmengine - INFO - Epoch(train) [18][20/78] lr: 6.2714e+00 eta: 4:33:37 time: 2.7159 data_time: 0.0045 memory: 29603 loss: 1.6607 2024/01/29 10:46:26 - mmengine - INFO - Epoch(train) [18][30/78] lr: 6.2668e+00 eta: 4:33:00 time: 2.7143 data_time: 0.0039 memory: 29603 loss: 1.7123 2024/01/29 10:46:53 - mmengine - INFO - Epoch(train) [18][40/78] lr: 6.2622e+00 eta: 4:32:24 time: 2.7089 data_time: 0.0043 memory: 29603 loss: 1.6940 2024/01/29 10:47:20 - mmengine - INFO - Epoch(train) [18][50/78] lr: 6.2575e+00 eta: 4:31:47 time: 2.7082 data_time: 0.0039 memory: 29603 loss: 1.6911 2024/01/29 10:47:47 - mmengine - INFO - Epoch(train) [18][60/78] lr: 6.2527e+00 eta: 4:31:11 time: 2.7034 data_time: 0.0040 memory: 29603 loss: 1.7264 2024/01/29 10:48:14 - mmengine - INFO - Epoch(train) [18][70/78] lr: 6.2478e+00 eta: 4:30:35 time: 2.7096 data_time: 0.0039 memory: 29603 loss: 1.7115 2024/01/29 10:48:36 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:48:36 - mmengine - INFO - Saving checkpoint at 18 epochs 2024/01/29 10:48:45 - mmengine - INFO - Epoch(val) [18][ 10/196] eta: 0:00:41 time: 0.2257 data_time: 0.0171 memory: 29603 2024/01/29 10:48:47 - mmengine - INFO - Epoch(val) [18][ 20/196] eta: 0:00:37 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 10:48:49 - mmengine - INFO - Epoch(val) [18][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 10:48:51 - mmengine - INFO - Epoch(val) [18][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:48:53 - mmengine - INFO - Epoch(val) [18][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 10:48:55 - mmengine - INFO - Epoch(val) [18][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:48:57 - mmengine - INFO - Epoch(val) [18][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:48:59 - mmengine - INFO - Epoch(val) [18][ 80/196] eta: 0:00:24 time: 0.2055 data_time: 0.0010 memory: 1845 2024/01/29 10:49:01 - mmengine - INFO - Epoch(val) [18][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:49:03 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 10:49:05 - mmengine - INFO - Epoch(val) [18][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:49:07 - mmengine - INFO - Epoch(val) [18][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 10:49:09 - mmengine - INFO - Epoch(val) [18][130/196] eta: 0:00:13 time: 0.2120 data_time: 0.0008 memory: 1845 2024/01/29 10:49:11 - mmengine - INFO - Epoch(val) [18][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:49:13 - mmengine - INFO - Epoch(val) [18][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:49:16 - mmengine - INFO - Epoch(val) [18][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:49:18 - mmengine - INFO - Epoch(val) [18][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:49:20 - mmengine - INFO - Epoch(val) [18][180/196] eta: 0:00:03 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 10:49:22 - mmengine - INFO - Epoch(val) [18][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:49:32 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 66.1280 accuracy/top5: 86.2100 data_time: 0.0013 time: 0.2049 2024/01/29 10:50:11 - mmengine - INFO - Epoch(train) [19][10/78] lr: 6.2389e+00 eta: 4:30:16 time: 3.8751 data_time: 1.1112 memory: 29603 loss: 1.6729 2024/01/29 10:50:38 - mmengine - INFO - Epoch(train) [19][20/78] lr: 6.2338e+00 eta: 4:29:41 time: 2.7310 data_time: 0.0037 memory: 29603 loss: 1.6952 2024/01/29 10:51:05 - mmengine - INFO - Epoch(train) [19][30/78] lr: 6.2286e+00 eta: 4:29:05 time: 2.7126 data_time: 0.0038 memory: 29603 loss: 1.6790 2024/01/29 10:51:32 - mmengine - INFO - Epoch(train) [19][40/78] lr: 6.2234e+00 eta: 4:28:29 time: 2.7112 data_time: 0.0036 memory: 29603 loss: 1.7146 2024/01/29 10:52:00 - mmengine - INFO - Epoch(train) [19][50/78] lr: 6.2181e+00 eta: 4:27:54 time: 2.7264 data_time: 0.0037 memory: 29603 loss: 1.7341 2024/01/29 10:52:27 - mmengine - INFO - Epoch(train) [19][60/78] lr: 6.2127e+00 eta: 4:27:19 time: 2.7257 data_time: 0.0038 memory: 29603 loss: 1.7252 2024/01/29 10:52:54 - mmengine - INFO - Epoch(train) [19][70/78] lr: 6.2072e+00 eta: 4:26:43 time: 2.7130 data_time: 0.0045 memory: 29603 loss: 1.7076 2024/01/29 10:53:16 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:53:16 - mmengine - INFO - Saving checkpoint at 19 epochs 2024/01/29 10:53:25 - mmengine - INFO - Epoch(val) [19][ 10/196] eta: 0:00:42 time: 0.2268 data_time: 0.0190 memory: 29603 2024/01/29 10:53:27 - mmengine - INFO - Epoch(val) [19][ 20/196] eta: 0:00:38 time: 0.2059 data_time: 0.0011 memory: 1845 2024/01/29 10:53:29 - mmengine - INFO - Epoch(val) [19][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 10:53:31 - mmengine - INFO - Epoch(val) [19][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 10:53:34 - mmengine - INFO - Epoch(val) [19][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:53:36 - mmengine - INFO - Epoch(val) [19][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 10:53:38 - mmengine - INFO - Epoch(val) [19][ 70/196] eta: 0:00:26 time: 0.2055 data_time: 0.0010 memory: 1845 2024/01/29 10:53:40 - mmengine - INFO - Epoch(val) [19][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:53:42 - mmengine - INFO - Epoch(val) [19][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:53:44 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:19 time: 0.2072 data_time: 0.0003 memory: 1845 2024/01/29 10:53:46 - mmengine - INFO - Epoch(val) [19][110/196] eta: 0:00:17 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 10:53:48 - mmengine - INFO - Epoch(val) [19][120/196] eta: 0:00:15 time: 0.2059 data_time: 0.0015 memory: 1845 2024/01/29 10:53:50 - mmengine - INFO - Epoch(val) [19][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:53:52 - mmengine - INFO - Epoch(val) [19][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:53:54 - mmengine - INFO - Epoch(val) [19][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:53:56 - mmengine - INFO - Epoch(val) [19][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 10:53:58 - mmengine - INFO - Epoch(val) [19][170/196] eta: 0:00:05 time: 0.2060 data_time: 0.0011 memory: 1845 2024/01/29 10:54:00 - mmengine - INFO - Epoch(val) [19][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:54:02 - mmengine - INFO - Epoch(val) [19][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 10:54:13 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 66.0080 accuracy/top5: 86.2880 data_time: 0.0015 time: 0.2049 2024/01/29 10:54:51 - mmengine - INFO - Epoch(train) [20][10/78] lr: 6.1972e+00 eta: 4:26:21 time: 3.8471 data_time: 1.1074 memory: 29603 loss: 1.6349 2024/01/29 10:55:19 - mmengine - INFO - Epoch(train) [20][20/78] lr: 6.1915e+00 eta: 4:25:46 time: 2.7285 data_time: 0.0039 memory: 29603 loss: 1.6985 2024/01/29 10:55:46 - mmengine - INFO - Epoch(train) [20][30/78] lr: 6.1857e+00 eta: 4:25:11 time: 2.7210 data_time: 0.0044 memory: 29603 loss: 1.6557 2024/01/29 10:56:13 - mmengine - INFO - Epoch(train) [20][40/78] lr: 6.1799e+00 eta: 4:24:36 time: 2.7114 data_time: 0.0052 memory: 29603 loss: 1.7224 2024/01/29 10:56:40 - mmengine - INFO - Epoch(train) [20][50/78] lr: 6.1740e+00 eta: 4:24:01 time: 2.7231 data_time: 0.0045 memory: 29603 loss: 1.7058 2024/01/29 10:57:07 - mmengine - INFO - Epoch(train) [20][60/78] lr: 6.1680e+00 eta: 4:23:27 time: 2.7254 data_time: 0.0040 memory: 29603 loss: 1.6781 2024/01/29 10:57:34 - mmengine - INFO - Epoch(train) [20][70/78] lr: 6.1619e+00 eta: 4:22:52 time: 2.7139 data_time: 0.0040 memory: 29603 loss: 1.6718 2024/01/29 10:57:56 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 10:57:56 - mmengine - INFO - Saving checkpoint at 20 epochs 2024/01/29 10:58:06 - mmengine - INFO - Epoch(val) [20][ 10/196] eta: 0:00:41 time: 0.2253 data_time: 0.0169 memory: 29603 2024/01/29 10:58:08 - mmengine - INFO - Epoch(val) [20][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 10:58:10 - mmengine - INFO - Epoch(val) [20][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 10:58:12 - mmengine - INFO - Epoch(val) [20][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:58:14 - mmengine - INFO - Epoch(val) [20][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:58:16 - mmengine - INFO - Epoch(val) [20][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 10:58:18 - mmengine - INFO - Epoch(val) [20][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:58:20 - mmengine - INFO - Epoch(val) [20][ 80/196] eta: 0:00:24 time: 0.2056 data_time: 0.0010 memory: 1845 2024/01/29 10:58:22 - mmengine - INFO - Epoch(val) [20][ 90/196] eta: 0:00:21 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 10:58:24 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 10:58:26 - mmengine - INFO - Epoch(val) [20][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 10:58:28 - mmengine - INFO - Epoch(val) [20][120/196] eta: 0:00:15 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 10:58:30 - mmengine - INFO - Epoch(val) [20][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0008 memory: 1845 2024/01/29 10:58:32 - mmengine - INFO - Epoch(val) [20][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 10:58:34 - mmengine - INFO - Epoch(val) [20][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 10:58:37 - mmengine - INFO - Epoch(val) [20][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 10:58:39 - mmengine - INFO - Epoch(val) [20][170/196] eta: 0:00:05 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 10:58:41 - mmengine - INFO - Epoch(val) [20][180/196] eta: 0:00:03 time: 0.2058 data_time: 0.0011 memory: 1845 2024/01/29 10:58:43 - mmengine - INFO - Epoch(val) [20][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 10:58:53 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 66.0120 accuracy/top5: 86.3440 data_time: 0.0013 time: 0.2047 2024/01/29 10:59:32 - mmengine - INFO - Epoch(train) [21][10/78] lr: 6.1508e+00 eta: 4:22:29 time: 3.8723 data_time: 1.1396 memory: 29603 loss: 1.6681 2024/01/29 10:59:59 - mmengine - INFO - Epoch(train) [21][20/78] lr: 6.1446e+00 eta: 4:21:55 time: 2.7213 data_time: 0.0046 memory: 29603 loss: 1.6855 2024/01/29 11:00:27 - mmengine - INFO - Epoch(train) [21][30/78] lr: 6.1382e+00 eta: 4:21:20 time: 2.7271 data_time: 0.0037 memory: 29603 loss: 1.6986 2024/01/29 11:00:54 - mmengine - INFO - Epoch(train) [21][40/78] lr: 6.1318e+00 eta: 4:20:45 time: 2.7030 data_time: 0.0042 memory: 29603 loss: 1.6998 2024/01/29 11:01:21 - mmengine - INFO - Epoch(train) [21][50/78] lr: 6.1253e+00 eta: 4:20:10 time: 2.7153 data_time: 0.0043 memory: 29603 loss: 1.7161 2024/01/29 11:01:48 - mmengine - INFO - Epoch(train) [21][60/78] lr: 6.1187e+00 eta: 4:19:36 time: 2.7083 data_time: 0.0042 memory: 29603 loss: 1.7358 2024/01/29 11:02:15 - mmengine - INFO - Epoch(train) [21][70/78] lr: 6.1121e+00 eta: 4:19:01 time: 2.7115 data_time: 0.0062 memory: 29603 loss: 1.7220 2024/01/29 11:02:37 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:02:37 - mmengine - INFO - Saving checkpoint at 21 epochs 2024/01/29 11:02:46 - mmengine - INFO - Epoch(val) [21][ 10/196] eta: 0:00:42 time: 0.2263 data_time: 0.0168 memory: 29603 2024/01/29 11:02:48 - mmengine - INFO - Epoch(val) [21][ 20/196] eta: 0:00:38 time: 0.2061 data_time: 0.0014 memory: 1845 2024/01/29 11:02:50 - mmengine - INFO - Epoch(val) [21][ 30/196] eta: 0:00:35 time: 0.2049 data_time: 0.0005 memory: 1845 2024/01/29 11:02:52 - mmengine - INFO - Epoch(val) [21][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:02:54 - mmengine - INFO - Epoch(val) [21][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/01/29 11:02:57 - mmengine - INFO - Epoch(val) [21][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:02:59 - mmengine - INFO - Epoch(val) [21][ 70/196] eta: 0:00:26 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 11:03:01 - mmengine - INFO - Epoch(val) [21][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:03:03 - mmengine - INFO - Epoch(val) [21][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:03:05 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 11:03:07 - mmengine - INFO - Epoch(val) [21][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:03:09 - mmengine - INFO - Epoch(val) [21][120/196] eta: 0:00:15 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 11:03:11 - mmengine - INFO - Epoch(val) [21][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:03:13 - mmengine - INFO - Epoch(val) [21][140/196] eta: 0:00:11 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 11:03:15 - mmengine - INFO - Epoch(val) [21][150/196] eta: 0:00:09 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 11:03:17 - mmengine - INFO - Epoch(val) [21][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:03:19 - mmengine - INFO - Epoch(val) [21][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 11:03:21 - mmengine - INFO - Epoch(val) [21][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:03:23 - mmengine - INFO - Epoch(val) [21][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:03:34 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 66.1580 accuracy/top5: 86.3500 data_time: 0.0013 time: 0.2047 2024/01/29 11:04:12 - mmengine - INFO - Epoch(train) [22][10/78] lr: 6.1000e+00 eta: 4:18:36 time: 3.8679 data_time: 1.1189 memory: 29603 loss: 1.6906 2024/01/29 11:04:40 - mmengine - INFO - Epoch(train) [22][20/78] lr: 6.0931e+00 eta: 4:18:02 time: 2.7125 data_time: 0.0039 memory: 29603 loss: 1.6914 2024/01/29 11:05:07 - mmengine - INFO - Epoch(train) [22][30/78] lr: 6.0862e+00 eta: 4:17:27 time: 2.7064 data_time: 0.0040 memory: 29603 loss: 1.6783 2024/01/29 11:05:34 - mmengine - INFO - Epoch(train) [22][40/78] lr: 6.0792e+00 eta: 4:16:53 time: 2.7098 data_time: 0.0037 memory: 29603 loss: 1.6875 2024/01/29 11:06:01 - mmengine - INFO - Epoch(train) [22][50/78] lr: 6.0721e+00 eta: 4:16:18 time: 2.7153 data_time: 0.0043 memory: 29603 loss: 1.7049 2024/01/29 11:06:28 - mmengine - INFO - Epoch(train) [22][60/78] lr: 6.0650e+00 eta: 4:15:44 time: 2.7077 data_time: 0.0054 memory: 29603 loss: 1.7334 2024/01/29 11:06:55 - mmengine - INFO - Epoch(train) [22][70/78] lr: 6.0578e+00 eta: 4:15:09 time: 2.6971 data_time: 0.0043 memory: 29603 loss: 1.6975 2024/01/29 11:07:17 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:07:17 - mmengine - INFO - Saving checkpoint at 22 epochs 2024/01/29 11:07:26 - mmengine - INFO - Epoch(val) [22][ 10/196] eta: 0:00:41 time: 0.2255 data_time: 0.0180 memory: 29603 2024/01/29 11:07:28 - mmengine - INFO - Epoch(val) [22][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 11:07:30 - mmengine - INFO - Epoch(val) [22][ 30/196] eta: 0:00:35 time: 0.2059 data_time: 0.0012 memory: 1845 2024/01/29 11:07:32 - mmengine - INFO - Epoch(val) [22][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:07:34 - mmengine - INFO - Epoch(val) [22][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:07:36 - mmengine - INFO - Epoch(val) [22][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 11:07:38 - mmengine - INFO - Epoch(val) [22][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0005 memory: 1845 2024/01/29 11:07:40 - mmengine - INFO - Epoch(val) [22][ 80/196] eta: 0:00:24 time: 0.2057 data_time: 0.0010 memory: 1845 2024/01/29 11:07:42 - mmengine - INFO - Epoch(val) [22][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 11:07:44 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:07:47 - mmengine - INFO - Epoch(val) [22][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:07:49 - mmengine - INFO - Epoch(val) [22][120/196] eta: 0:00:15 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 11:07:51 - mmengine - INFO - Epoch(val) [22][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 11:07:53 - mmengine - INFO - Epoch(val) [22][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:07:55 - mmengine - INFO - Epoch(val) [22][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 11:07:57 - mmengine - INFO - Epoch(val) [22][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 11:07:59 - mmengine - INFO - Epoch(val) [22][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 11:08:01 - mmengine - INFO - Epoch(val) [22][180/196] eta: 0:00:03 time: 0.2058 data_time: 0.0010 memory: 1845 2024/01/29 11:08:03 - mmengine - INFO - Epoch(val) [22][190/196] eta: 0:00:01 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 11:08:13 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 65.7540 accuracy/top5: 86.2160 data_time: 0.0014 time: 0.2048 2024/01/29 11:08:52 - mmengine - INFO - Epoch(train) [23][10/78] lr: 6.0446e+00 eta: 4:14:43 time: 3.8700 data_time: 1.1602 memory: 29603 loss: 1.6804 2024/01/29 11:09:19 - mmengine - INFO - Epoch(train) [23][20/78] lr: 6.0372e+00 eta: 4:14:09 time: 2.7071 data_time: 0.0045 memory: 29603 loss: 1.7034 2024/01/29 11:09:46 - mmengine - INFO - Epoch(train) [23][30/78] lr: 6.0297e+00 eta: 4:13:34 time: 2.6960 data_time: 0.0036 memory: 29603 loss: 1.6729 2024/01/29 11:10:13 - mmengine - INFO - Epoch(train) [23][40/78] lr: 6.0221e+00 eta: 4:13:00 time: 2.7062 data_time: 0.0038 memory: 29603 loss: 1.6797 2024/01/29 11:10:40 - mmengine - INFO - Epoch(train) [23][50/78] lr: 6.0145e+00 eta: 4:12:26 time: 2.7128 data_time: 0.0037 memory: 29603 loss: 1.7202 2024/01/29 11:11:08 - mmengine - INFO - Epoch(train) [23][60/78] lr: 6.0068e+00 eta: 4:11:53 time: 2.7206 data_time: 0.0040 memory: 29603 loss: 1.6983 2024/01/29 11:11:35 - mmengine - INFO - Epoch(train) [23][70/78] lr: 5.9990e+00 eta: 4:11:19 time: 2.7073 data_time: 0.0040 memory: 29603 loss: 1.7060 2024/01/29 11:11:56 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:11:56 - mmengine - INFO - Saving checkpoint at 23 epochs 2024/01/29 11:12:06 - mmengine - INFO - Epoch(val) [23][ 10/196] eta: 0:00:41 time: 0.2258 data_time: 0.0184 memory: 29603 2024/01/29 11:12:08 - mmengine - INFO - Epoch(val) [23][ 20/196] eta: 0:00:37 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 11:12:10 - mmengine - INFO - Epoch(val) [23][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 11:12:12 - mmengine - INFO - Epoch(val) [23][ 40/196] eta: 0:00:32 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 11:12:14 - mmengine - INFO - Epoch(val) [23][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:12:16 - mmengine - INFO - Epoch(val) [23][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:12:18 - mmengine - INFO - Epoch(val) [23][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:12:20 - mmengine - INFO - Epoch(val) [23][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0008 memory: 1845 2024/01/29 11:12:22 - mmengine - INFO - Epoch(val) [23][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:12:24 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:12:26 - mmengine - INFO - Epoch(val) [23][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:12:28 - mmengine - INFO - Epoch(val) [23][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:12:30 - mmengine - INFO - Epoch(val) [23][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 11:12:32 - mmengine - INFO - Epoch(val) [23][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:12:34 - mmengine - INFO - Epoch(val) [23][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 11:12:36 - mmengine - INFO - Epoch(val) [23][160/196] eta: 0:00:07 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 11:12:39 - mmengine - INFO - Epoch(val) [23][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:12:41 - mmengine - INFO - Epoch(val) [23][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 11:12:43 - mmengine - INFO - Epoch(val) [23][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:12:53 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 65.9860 accuracy/top5: 86.4000 data_time: 0.0013 time: 0.2046 2024/01/29 11:13:32 - mmengine - INFO - Epoch(train) [24][10/78] lr: 5.9849e+00 eta: 4:10:52 time: 3.8841 data_time: 1.1747 memory: 29603 loss: 1.6488 2024/01/29 11:13:59 - mmengine - INFO - Epoch(train) [24][20/78] lr: 5.9769e+00 eta: 4:10:18 time: 2.7052 data_time: 0.0038 memory: 29603 loss: 1.6795 2024/01/29 11:14:26 - mmengine - INFO - Epoch(train) [24][30/78] lr: 5.9689e+00 eta: 4:09:44 time: 2.7102 data_time: 0.0039 memory: 29603 loss: 1.7105 2024/01/29 11:14:53 - mmengine - INFO - Epoch(train) [24][40/78] lr: 5.9608e+00 eta: 4:09:10 time: 2.7152 data_time: 0.0037 memory: 29603 loss: 1.6612 2024/01/29 11:15:21 - mmengine - INFO - Epoch(train) [24][50/78] lr: 5.9526e+00 eta: 4:08:37 time: 2.7225 data_time: 0.0039 memory: 29603 loss: 1.7497 2024/01/29 11:15:48 - mmengine - INFO - Epoch(train) [24][60/78] lr: 5.9443e+00 eta: 4:08:04 time: 2.7336 data_time: 0.0036 memory: 29603 loss: 1.7254 2024/01/29 11:16:15 - mmengine - INFO - Epoch(train) [24][70/78] lr: 5.9360e+00 eta: 4:07:31 time: 2.7224 data_time: 0.0039 memory: 29603 loss: 1.7366 2024/01/29 11:16:37 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:16:37 - mmengine - INFO - Saving checkpoint at 24 epochs 2024/01/29 11:16:46 - mmengine - INFO - Epoch(val) [24][ 10/196] eta: 0:00:41 time: 0.2239 data_time: 0.0170 memory: 29603 2024/01/29 11:16:48 - mmengine - INFO - Epoch(val) [24][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 11:16:50 - mmengine - INFO - Epoch(val) [24][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:16:52 - mmengine - INFO - Epoch(val) [24][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:16:54 - mmengine - INFO - Epoch(val) [24][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 11:16:56 - mmengine - INFO - Epoch(val) [24][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:16:58 - mmengine - INFO - Epoch(val) [24][ 70/196] eta: 0:00:26 time: 0.2056 data_time: 0.0012 memory: 1845 2024/01/29 11:17:00 - mmengine - INFO - Epoch(val) [24][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:17:02 - mmengine - INFO - Epoch(val) [24][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:17:04 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 11:17:07 - mmengine - INFO - Epoch(val) [24][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/01/29 11:17:09 - mmengine - INFO - Epoch(val) [24][120/196] eta: 0:00:15 time: 0.2054 data_time: 0.0011 memory: 1845 2024/01/29 11:17:11 - mmengine - INFO - Epoch(val) [24][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:17:13 - mmengine - INFO - Epoch(val) [24][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 11:17:15 - mmengine - INFO - Epoch(val) [24][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:17:17 - mmengine - INFO - Epoch(val) [24][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:17:19 - mmengine - INFO - Epoch(val) [24][170/196] eta: 0:00:05 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 11:17:21 - mmengine - INFO - Epoch(val) [24][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:17:23 - mmengine - INFO - Epoch(val) [24][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:17:33 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 65.8600 accuracy/top5: 86.2980 data_time: 0.0013 time: 0.2045 2024/01/29 11:18:12 - mmengine - INFO - Epoch(train) [25][10/78] lr: 5.9208e+00 eta: 4:07:02 time: 3.8860 data_time: 1.0438 memory: 29603 loss: 1.6479 2024/01/29 11:18:39 - mmengine - INFO - Epoch(train) [25][20/78] lr: 5.9123e+00 eta: 4:06:29 time: 2.7087 data_time: 0.0044 memory: 29603 loss: 1.6972 2024/01/29 11:19:07 - mmengine - INFO - Epoch(train) [25][30/78] lr: 5.9037e+00 eta: 4:05:56 time: 2.7235 data_time: 0.0047 memory: 29603 loss: 1.7072 2024/01/29 11:19:34 - mmengine - INFO - Epoch(train) [25][40/78] lr: 5.8951e+00 eta: 4:05:22 time: 2.7028 data_time: 0.0037 memory: 29603 loss: 1.7355 2024/01/29 11:20:01 - mmengine - INFO - Epoch(train) [25][50/78] lr: 5.8864e+00 eta: 4:04:49 time: 2.7074 data_time: 0.0042 memory: 29603 loss: 1.7386 2024/01/29 11:20:28 - mmengine - INFO - Epoch(train) [25][60/78] lr: 5.8776e+00 eta: 4:04:16 time: 2.7341 data_time: 0.0036 memory: 29603 loss: 1.7435 2024/01/29 11:20:55 - mmengine - INFO - Epoch(train) [25][70/78] lr: 5.8687e+00 eta: 4:03:43 time: 2.7087 data_time: 0.0079 memory: 29603 loss: 1.7449 2024/01/29 11:21:17 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:21:17 - mmengine - INFO - Saving checkpoint at 25 epochs 2024/01/29 11:21:26 - mmengine - INFO - Epoch(val) [25][ 10/196] eta: 0:00:42 time: 0.2282 data_time: 0.0186 memory: 29603 2024/01/29 11:21:28 - mmengine - INFO - Epoch(val) [25][ 20/196] eta: 0:00:38 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 11:21:30 - mmengine - INFO - Epoch(val) [25][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 11:21:32 - mmengine - INFO - Epoch(val) [25][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 11:21:34 - mmengine - INFO - Epoch(val) [25][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:21:36 - mmengine - INFO - Epoch(val) [25][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/01/29 11:21:38 - mmengine - INFO - Epoch(val) [25][ 70/196] eta: 0:00:26 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 11:21:40 - mmengine - INFO - Epoch(val) [25][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 11:21:42 - mmengine - INFO - Epoch(val) [25][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:21:44 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:21:47 - mmengine - INFO - Epoch(val) [25][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:21:49 - mmengine - INFO - Epoch(val) [25][120/196] eta: 0:00:15 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 11:21:51 - mmengine - INFO - Epoch(val) [25][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:21:53 - mmengine - INFO - Epoch(val) [25][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:21:55 - mmengine - INFO - Epoch(val) [25][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:21:57 - mmengine - INFO - Epoch(val) [25][160/196] eta: 0:00:07 time: 0.2055 data_time: 0.0005 memory: 1845 2024/01/29 11:21:59 - mmengine - INFO - Epoch(val) [25][170/196] eta: 0:00:05 time: 0.2057 data_time: 0.0009 memory: 1845 2024/01/29 11:22:01 - mmengine - INFO - Epoch(val) [25][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:22:03 - mmengine - INFO - Epoch(val) [25][190/196] eta: 0:00:01 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 11:22:13 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 66.0420 accuracy/top5: 86.3540 data_time: 0.0014 time: 0.2048 2024/01/29 11:22:52 - mmengine - INFO - Epoch(train) [26][10/78] lr: 5.8526e+00 eta: 4:03:13 time: 3.8853 data_time: 1.0725 memory: 29603 loss: 1.6398 2024/01/29 11:23:19 - mmengine - INFO - Epoch(train) [26][20/78] lr: 5.8436e+00 eta: 4:02:40 time: 2.7178 data_time: 0.0037 memory: 29603 loss: 1.6904 2024/01/29 11:23:47 - mmengine - INFO - Epoch(train) [26][30/78] lr: 5.8345e+00 eta: 4:02:07 time: 2.7076 data_time: 0.0039 memory: 29603 loss: 1.7059 2024/01/29 11:24:14 - mmengine - INFO - Epoch(train) [26][40/78] lr: 5.8253e+00 eta: 4:01:34 time: 2.7160 data_time: 0.0039 memory: 29603 loss: 1.7149 2024/01/29 11:24:41 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:24:41 - mmengine - INFO - Epoch(train) [26][50/78] lr: 5.8160e+00 eta: 4:01:00 time: 2.7106 data_time: 0.0038 memory: 29603 loss: 1.6801 2024/01/29 11:25:08 - mmengine - INFO - Epoch(train) [26][60/78] lr: 5.8067e+00 eta: 4:00:27 time: 2.7117 data_time: 0.0041 memory: 29603 loss: 1.6953 2024/01/29 11:25:35 - mmengine - INFO - Epoch(train) [26][70/78] lr: 5.7974e+00 eta: 3:59:55 time: 2.7310 data_time: 0.0039 memory: 29603 loss: 1.7245 2024/01/29 11:25:57 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:25:57 - mmengine - INFO - Saving checkpoint at 26 epochs 2024/01/29 11:26:06 - mmengine - INFO - Epoch(val) [26][ 10/196] eta: 0:00:42 time: 0.2264 data_time: 0.0190 memory: 29603 2024/01/29 11:26:09 - mmengine - INFO - Epoch(val) [26][ 20/196] eta: 0:00:38 time: 0.2059 data_time: 0.0011 memory: 1845 2024/01/29 11:26:11 - mmengine - INFO - Epoch(val) [26][ 30/196] eta: 0:00:35 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:26:13 - mmengine - INFO - Epoch(val) [26][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:26:15 - mmengine - INFO - Epoch(val) [26][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:26:17 - mmengine - INFO - Epoch(val) [26][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:26:19 - mmengine - INFO - Epoch(val) [26][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 11:26:21 - mmengine - INFO - Epoch(val) [26][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:26:23 - mmengine - INFO - Epoch(val) [26][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:26:25 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:26:27 - mmengine - INFO - Epoch(val) [26][110/196] eta: 0:00:17 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 11:26:29 - mmengine - INFO - Epoch(val) [26][120/196] eta: 0:00:15 time: 0.2054 data_time: 0.0009 memory: 1845 2024/01/29 11:26:31 - mmengine - INFO - Epoch(val) [26][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:26:33 - mmengine - INFO - Epoch(val) [26][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:26:35 - mmengine - INFO - Epoch(val) [26][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:26:37 - mmengine - INFO - Epoch(val) [26][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 11:26:39 - mmengine - INFO - Epoch(val) [26][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 11:26:41 - mmengine - INFO - Epoch(val) [26][180/196] eta: 0:00:03 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 11:26:43 - mmengine - INFO - Epoch(val) [26][190/196] eta: 0:00:01 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 11:26:54 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 66.1060 accuracy/top5: 86.1880 data_time: 0.0014 time: 0.2047 2024/01/29 11:27:32 - mmengine - INFO - Epoch(train) [27][10/78] lr: 5.7803e+00 eta: 3:59:23 time: 3.8394 data_time: 1.0974 memory: 29603 loss: 1.6439 2024/01/29 11:27:59 - mmengine - INFO - Epoch(train) [27][20/78] lr: 5.7707e+00 eta: 3:58:50 time: 2.7041 data_time: 0.0039 memory: 29603 loss: 1.6867 2024/01/29 11:28:27 - mmengine - INFO - Epoch(train) [27][30/78] lr: 5.7611e+00 eta: 3:58:17 time: 2.7163 data_time: 0.0040 memory: 29603 loss: 1.7303 2024/01/29 11:28:54 - mmengine - INFO - Epoch(train) [27][40/78] lr: 5.7514e+00 eta: 3:57:44 time: 2.7132 data_time: 0.0039 memory: 29603 loss: 1.6723 2024/01/29 11:29:21 - mmengine - INFO - Epoch(train) [27][50/78] lr: 5.7417e+00 eta: 3:57:12 time: 2.7135 data_time: 0.0039 memory: 29603 loss: 1.7200 2024/01/29 11:29:48 - mmengine - INFO - Epoch(train) [27][60/78] lr: 5.7318e+00 eta: 3:56:39 time: 2.7148 data_time: 0.0041 memory: 29603 loss: 1.7287 2024/01/29 11:30:15 - mmengine - INFO - Epoch(train) [27][70/78] lr: 5.7220e+00 eta: 3:56:07 time: 2.7291 data_time: 0.0042 memory: 29603 loss: 1.7007 2024/01/29 11:30:37 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:30:37 - mmengine - INFO - Saving checkpoint at 27 epochs 2024/01/29 11:30:46 - mmengine - INFO - Epoch(val) [27][ 10/196] eta: 0:00:42 time: 0.2263 data_time: 0.0170 memory: 29603 2024/01/29 11:30:48 - mmengine - INFO - Epoch(val) [27][ 20/196] eta: 0:00:37 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:30:50 - mmengine - INFO - Epoch(val) [27][ 30/196] eta: 0:00:35 time: 0.2057 data_time: 0.0014 memory: 1845 2024/01/29 11:30:52 - mmengine - INFO - Epoch(val) [27][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 11:30:54 - mmengine - INFO - Epoch(val) [27][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:30:57 - mmengine - INFO - Epoch(val) [27][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 11:30:59 - mmengine - INFO - Epoch(val) [27][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:31:01 - mmengine - INFO - Epoch(val) [27][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0008 memory: 1845 2024/01/29 11:31:03 - mmengine - INFO - Epoch(val) [27][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:31:05 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:31:07 - mmengine - INFO - Epoch(val) [27][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 11:31:09 - mmengine - INFO - Epoch(val) [27][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:31:11 - mmengine - INFO - Epoch(val) [27][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 11:31:13 - mmengine - INFO - Epoch(val) [27][140/196] eta: 0:00:11 time: 0.2126 data_time: 0.0003 memory: 1845 2024/01/29 11:31:15 - mmengine - INFO - Epoch(val) [27][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 11:31:17 - mmengine - INFO - Epoch(val) [27][160/196] eta: 0:00:07 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 11:31:19 - mmengine - INFO - Epoch(val) [27][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:31:21 - mmengine - INFO - Epoch(val) [27][180/196] eta: 0:00:03 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 11:31:23 - mmengine - INFO - Epoch(val) [27][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:31:34 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 66.3620 accuracy/top5: 86.2740 data_time: 0.0013 time: 0.2050 2024/01/29 11:32:13 - mmengine - INFO - Epoch(train) [28][10/78] lr: 5.7040e+00 eta: 3:55:35 time: 3.8887 data_time: 1.1713 memory: 29603 loss: 1.6322 2024/01/29 11:32:40 - mmengine - INFO - Epoch(train) [28][20/78] lr: 5.6939e+00 eta: 3:55:02 time: 2.7175 data_time: 0.0034 memory: 29603 loss: 1.6850 2024/01/29 11:33:07 - mmengine - INFO - Epoch(train) [28][30/78] lr: 5.6838e+00 eta: 3:54:30 time: 2.7171 data_time: 0.0037 memory: 29603 loss: 1.7028 2024/01/29 11:33:34 - mmengine - INFO - Epoch(train) [28][40/78] lr: 5.6736e+00 eta: 3:53:57 time: 2.7087 data_time: 0.0040 memory: 29603 loss: 1.6787 2024/01/29 11:34:01 - mmengine - INFO - Epoch(train) [28][50/78] lr: 5.6634e+00 eta: 3:53:24 time: 2.7107 data_time: 0.0040 memory: 29603 loss: 1.7205 2024/01/29 11:34:28 - mmengine - INFO - Epoch(train) [28][60/78] lr: 5.6531e+00 eta: 3:52:52 time: 2.7110 data_time: 0.0037 memory: 29603 loss: 1.7068 2024/01/29 11:34:56 - mmengine - INFO - Epoch(train) [28][70/78] lr: 5.6427e+00 eta: 3:52:20 time: 2.7415 data_time: 0.0041 memory: 29603 loss: 1.7397 2024/01/29 11:35:17 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:35:17 - mmengine - INFO - Saving checkpoint at 28 epochs 2024/01/29 11:35:27 - mmengine - INFO - Epoch(val) [28][ 10/196] eta: 0:00:41 time: 0.2236 data_time: 0.0168 memory: 29603 2024/01/29 11:35:29 - mmengine - INFO - Epoch(val) [28][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 11:35:31 - mmengine - INFO - Epoch(val) [28][ 30/196] eta: 0:00:35 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:35:33 - mmengine - INFO - Epoch(val) [28][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:35:35 - mmengine - INFO - Epoch(val) [28][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:35:38 - mmengine - INFO - Epoch(val) [28][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:35:40 - mmengine - INFO - Epoch(val) [28][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 11:35:42 - mmengine - INFO - Epoch(val) [28][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:35:44 - mmengine - INFO - Epoch(val) [28][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:35:46 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:35:48 - mmengine - INFO - Epoch(val) [28][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:35:50 - mmengine - INFO - Epoch(val) [28][120/196] eta: 0:00:15 time: 0.2058 data_time: 0.0013 memory: 1845 2024/01/29 11:35:52 - mmengine - INFO - Epoch(val) [28][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:35:54 - mmengine - INFO - Epoch(val) [28][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:35:56 - mmengine - INFO - Epoch(val) [28][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:35:58 - mmengine - INFO - Epoch(val) [28][160/196] eta: 0:00:07 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 11:36:00 - mmengine - INFO - Epoch(val) [28][170/196] eta: 0:00:05 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 11:36:02 - mmengine - INFO - Epoch(val) [28][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:36:04 - mmengine - INFO - Epoch(val) [28][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:36:15 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 65.9720 accuracy/top5: 86.3020 data_time: 0.0013 time: 0.2045 2024/01/29 11:36:54 - mmengine - INFO - Epoch(train) [29][10/78] lr: 5.6239e+00 eta: 3:51:47 time: 3.8957 data_time: 1.1710 memory: 29603 loss: 1.6325 2024/01/29 11:37:21 - mmengine - INFO - Epoch(train) [29][20/78] lr: 5.6133e+00 eta: 3:51:15 time: 2.7036 data_time: 0.0045 memory: 29603 loss: 1.6444 2024/01/29 11:37:48 - mmengine - INFO - Epoch(train) [29][30/78] lr: 5.6027e+00 eta: 3:50:42 time: 2.7208 data_time: 0.0056 memory: 29603 loss: 1.7423 2024/01/29 11:38:15 - mmengine - INFO - Epoch(train) [29][40/78] lr: 5.5920e+00 eta: 3:50:10 time: 2.6911 data_time: 0.0037 memory: 29603 loss: 1.6982 2024/01/29 11:38:42 - mmengine - INFO - Epoch(train) [29][50/78] lr: 5.5813e+00 eta: 3:49:37 time: 2.7100 data_time: 0.0041 memory: 29603 loss: 1.7172 2024/01/29 11:39:09 - mmengine - INFO - Epoch(train) [29][60/78] lr: 5.5705e+00 eta: 3:49:05 time: 2.7114 data_time: 0.0040 memory: 29603 loss: 1.7338 2024/01/29 11:39:36 - mmengine - INFO - Epoch(train) [29][70/78] lr: 5.5597e+00 eta: 3:48:32 time: 2.7124 data_time: 0.0045 memory: 29603 loss: 1.6955 2024/01/29 11:39:58 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:39:58 - mmengine - INFO - Saving checkpoint at 29 epochs 2024/01/29 11:40:08 - mmengine - INFO - Epoch(val) [29][ 10/196] eta: 0:00:41 time: 0.2247 data_time: 0.0170 memory: 29603 2024/01/29 11:40:10 - mmengine - INFO - Epoch(val) [29][ 20/196] eta: 0:00:37 time: 0.2058 data_time: 0.0013 memory: 1845 2024/01/29 11:40:12 - mmengine - INFO - Epoch(val) [29][ 30/196] eta: 0:00:35 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 11:40:14 - mmengine - INFO - Epoch(val) [29][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:40:16 - mmengine - INFO - Epoch(val) [29][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 11:40:18 - mmengine - INFO - Epoch(val) [29][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:40:20 - mmengine - INFO - Epoch(val) [29][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0008 memory: 1845 2024/01/29 11:40:22 - mmengine - INFO - Epoch(val) [29][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:40:24 - mmengine - INFO - Epoch(val) [29][ 90/196] eta: 0:00:21 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 11:40:26 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:40:28 - mmengine - INFO - Epoch(val) [29][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:40:30 - mmengine - INFO - Epoch(val) [29][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0008 memory: 1845 2024/01/29 11:40:32 - mmengine - INFO - Epoch(val) [29][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:40:34 - mmengine - INFO - Epoch(val) [29][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:40:36 - mmengine - INFO - Epoch(val) [29][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:40:38 - mmengine - INFO - Epoch(val) [29][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:40:41 - mmengine - INFO - Epoch(val) [29][170/196] eta: 0:00:05 time: 0.2056 data_time: 0.0010 memory: 1845 2024/01/29 11:40:43 - mmengine - INFO - Epoch(val) [29][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:40:45 - mmengine - INFO - Epoch(val) [29][190/196] eta: 0:00:01 time: 0.2124 data_time: 0.0003 memory: 1845 2024/01/29 11:40:55 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 66.0340 accuracy/top5: 86.3180 data_time: 0.0013 time: 0.2049 2024/01/29 11:41:34 - mmengine - INFO - Epoch(train) [30][10/78] lr: 5.5400e+00 eta: 3:47:58 time: 3.8701 data_time: 1.1130 memory: 29603 loss: 1.6535 2024/01/29 11:42:01 - mmengine - INFO - Epoch(train) [30][20/78] lr: 5.5289e+00 eta: 3:47:26 time: 2.6990 data_time: 0.0040 memory: 29603 loss: 1.6734 2024/01/29 11:42:28 - mmengine - INFO - Epoch(train) [30][30/78] lr: 5.5179e+00 eta: 3:46:53 time: 2.7115 data_time: 0.0035 memory: 29603 loss: 1.6876 2024/01/29 11:42:56 - mmengine - INFO - Epoch(train) [30][40/78] lr: 5.5067e+00 eta: 3:46:22 time: 2.7275 data_time: 0.0039 memory: 29603 loss: 1.7063 2024/01/29 11:43:23 - mmengine - INFO - Epoch(train) [30][50/78] lr: 5.4955e+00 eta: 3:45:49 time: 2.7103 data_time: 0.0038 memory: 29603 loss: 1.7194 2024/01/29 11:43:50 - mmengine - INFO - Epoch(train) [30][60/78] lr: 5.4843e+00 eta: 3:45:18 time: 2.7384 data_time: 0.0040 memory: 29603 loss: 1.7242 2024/01/29 11:44:17 - mmengine - INFO - Epoch(train) [30][70/78] lr: 5.4730e+00 eta: 3:44:46 time: 2.7117 data_time: 0.0047 memory: 29603 loss: 1.7187 2024/01/29 11:44:39 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:44:39 - mmengine - INFO - Saving checkpoint at 30 epochs 2024/01/29 11:44:48 - mmengine - INFO - Epoch(val) [30][ 10/196] eta: 0:00:41 time: 0.2239 data_time: 0.0172 memory: 29603 2024/01/29 11:44:51 - mmengine - INFO - Epoch(val) [30][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:44:53 - mmengine - INFO - Epoch(val) [30][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 11:44:55 - mmengine - INFO - Epoch(val) [30][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:44:57 - mmengine - INFO - Epoch(val) [30][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:44:59 - mmengine - INFO - Epoch(val) [30][ 60/196] eta: 0:00:28 time: 0.2072 data_time: 0.0004 memory: 1845 2024/01/29 11:45:01 - mmengine - INFO - Epoch(val) [30][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:45:03 - mmengine - INFO - Epoch(val) [30][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0009 memory: 1845 2024/01/29 11:45:05 - mmengine - INFO - Epoch(val) [30][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:45:07 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:45:09 - mmengine - INFO - Epoch(val) [30][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:45:11 - mmengine - INFO - Epoch(val) [30][120/196] eta: 0:00:15 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 11:45:13 - mmengine - INFO - Epoch(val) [30][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 11:45:15 - mmengine - INFO - Epoch(val) [30][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:45:17 - mmengine - INFO - Epoch(val) [30][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 11:45:19 - mmengine - INFO - Epoch(val) [30][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:45:21 - mmengine - INFO - Epoch(val) [30][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 11:45:23 - mmengine - INFO - Epoch(val) [30][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 11:45:25 - mmengine - INFO - Epoch(val) [30][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:45:36 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 66.0460 accuracy/top5: 86.3360 data_time: 0.0013 time: 0.2047 2024/01/29 11:46:14 - mmengine - INFO - Epoch(train) [31][10/78] lr: 5.4525e+00 eta: 3:44:11 time: 3.8572 data_time: 1.1191 memory: 29603 loss: 1.6744 2024/01/29 11:46:41 - mmengine - INFO - Epoch(train) [31][20/78] lr: 5.4410e+00 eta: 3:43:38 time: 2.6946 data_time: 0.0038 memory: 29603 loss: 1.6458 2024/01/29 11:47:09 - mmengine - INFO - Epoch(train) [31][30/78] lr: 5.4295e+00 eta: 3:43:06 time: 2.7287 data_time: 0.0037 memory: 29603 loss: 1.6893 2024/01/29 11:47:36 - mmengine - INFO - Epoch(train) [31][40/78] lr: 5.4179e+00 eta: 3:42:34 time: 2.7075 data_time: 0.0043 memory: 29603 loss: 1.6913 2024/01/29 11:48:03 - mmengine - INFO - Epoch(train) [31][50/78] lr: 5.4062e+00 eta: 3:42:02 time: 2.7230 data_time: 0.0040 memory: 29603 loss: 1.7135 2024/01/29 11:48:30 - mmengine - INFO - Epoch(train) [31][60/78] lr: 5.3945e+00 eta: 3:41:31 time: 2.7148 data_time: 0.0037 memory: 29603 loss: 1.7357 2024/01/29 11:48:57 - mmengine - INFO - Epoch(train) [31][70/78] lr: 5.3828e+00 eta: 3:40:59 time: 2.7089 data_time: 0.0103 memory: 29603 loss: 1.7133 2024/01/29 11:49:19 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:49:19 - mmengine - INFO - Saving checkpoint at 31 epochs 2024/01/29 11:49:29 - mmengine - INFO - Epoch(val) [31][ 10/196] eta: 0:00:41 time: 0.2235 data_time: 0.0168 memory: 29603 2024/01/29 11:49:31 - mmengine - INFO - Epoch(val) [31][ 20/196] eta: 0:00:37 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 11:49:33 - mmengine - INFO - Epoch(val) [31][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 11:49:35 - mmengine - INFO - Epoch(val) [31][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:49:37 - mmengine - INFO - Epoch(val) [31][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:49:39 - mmengine - INFO - Epoch(val) [31][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:49:41 - mmengine - INFO - Epoch(val) [31][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 11:49:43 - mmengine - INFO - Epoch(val) [31][ 80/196] eta: 0:00:24 time: 0.2046 data_time: 0.0005 memory: 1845 2024/01/29 11:49:45 - mmengine - INFO - Epoch(val) [31][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:49:47 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:49:49 - mmengine - INFO - Epoch(val) [31][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0005 memory: 1845 2024/01/29 11:49:51 - mmengine - INFO - Epoch(val) [31][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 11:49:53 - mmengine - INFO - Epoch(val) [31][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 11:49:55 - mmengine - INFO - Epoch(val) [31][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 11:49:57 - mmengine - INFO - Epoch(val) [31][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:49:59 - mmengine - INFO - Epoch(val) [31][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 11:50:01 - mmengine - INFO - Epoch(val) [31][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 11:50:03 - mmengine - INFO - Epoch(val) [31][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 11:50:06 - mmengine - INFO - Epoch(val) [31][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 11:50:16 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 66.2380 accuracy/top5: 86.4060 data_time: 0.0012 time: 0.2044 2024/01/29 11:50:57 - mmengine - INFO - Epoch(train) [32][10/78] lr: 5.3615e+00 eta: 3:40:26 time: 4.0505 data_time: 1.1363 memory: 29603 loss: 1.6692 2024/01/29 11:51:27 - mmengine - INFO - Epoch(train) [32][20/78] lr: 5.3496e+00 eta: 3:40:00 time: 3.0159 data_time: 0.0121 memory: 29603 loss: 1.6707 2024/01/29 11:51:54 - mmengine - INFO - Epoch(train) [32][30/78] lr: 5.3376e+00 eta: 3:39:29 time: 2.7384 data_time: 0.0041 memory: 29603 loss: 1.6504 2024/01/29 11:52:21 - mmengine - INFO - Epoch(train) [32][40/78] lr: 5.3256e+00 eta: 3:38:57 time: 2.7122 data_time: 0.0039 memory: 29603 loss: 1.7345 2024/01/29 11:52:49 - mmengine - INFO - Epoch(train) [32][50/78] lr: 5.3135e+00 eta: 3:38:25 time: 2.7169 data_time: 0.0042 memory: 29603 loss: 1.6864 2024/01/29 11:53:16 - mmengine - INFO - Epoch(train) [32][60/78] lr: 5.3014e+00 eta: 3:37:53 time: 2.6981 data_time: 0.0041 memory: 29603 loss: 1.7046 2024/01/29 11:53:43 - mmengine - INFO - Epoch(train) [32][70/78] lr: 5.2892e+00 eta: 3:37:21 time: 2.7250 data_time: 0.0038 memory: 29603 loss: 1.7118 2024/01/29 11:54:04 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:54:04 - mmengine - INFO - Saving checkpoint at 32 epochs 2024/01/29 11:54:14 - mmengine - INFO - Epoch(val) [32][ 10/196] eta: 0:00:41 time: 0.2235 data_time: 0.0169 memory: 29603 2024/01/29 11:54:16 - mmengine - INFO - Epoch(val) [32][ 20/196] eta: 0:00:37 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 11:54:18 - mmengine - INFO - Epoch(val) [32][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:54:20 - mmengine - INFO - Epoch(val) [32][ 40/196] eta: 0:00:32 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 11:54:22 - mmengine - INFO - Epoch(val) [32][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:54:24 - mmengine - INFO - Epoch(val) [32][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:54:26 - mmengine - INFO - Epoch(val) [32][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0007 memory: 1845 2024/01/29 11:54:28 - mmengine - INFO - Epoch(val) [32][ 80/196] eta: 0:00:24 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:54:30 - mmengine - INFO - Epoch(val) [32][ 90/196] eta: 0:00:21 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 11:54:32 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:54:34 - mmengine - INFO - Epoch(val) [32][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/01/29 11:54:36 - mmengine - INFO - Epoch(val) [32][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 11:54:38 - mmengine - INFO - Epoch(val) [32][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:54:40 - mmengine - INFO - Epoch(val) [32][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:54:42 - mmengine - INFO - Epoch(val) [32][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:54:44 - mmengine - INFO - Epoch(val) [32][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0005 memory: 1845 2024/01/29 11:54:47 - mmengine - INFO - Epoch(val) [32][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 11:54:49 - mmengine - INFO - Epoch(val) [32][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:54:51 - mmengine - INFO - Epoch(val) [32][190/196] eta: 0:00:01 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 11:55:01 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 66.3120 accuracy/top5: 86.3600 data_time: 0.0012 time: 0.2044 2024/01/29 11:55:40 - mmengine - INFO - Epoch(train) [33][10/78] lr: 5.2672e+00 eta: 3:36:44 time: 3.8558 data_time: 1.0939 memory: 29603 loss: 1.6472 2024/01/29 11:56:07 - mmengine - INFO - Epoch(train) [33][20/78] lr: 5.2549e+00 eta: 3:36:12 time: 2.7073 data_time: 0.0036 memory: 29603 loss: 1.6534 2024/01/29 11:56:34 - mmengine - INFO - Epoch(train) [33][30/78] lr: 5.2425e+00 eta: 3:35:41 time: 2.7233 data_time: 0.0036 memory: 29603 loss: 1.6791 2024/01/29 11:57:01 - mmengine - INFO - Epoch(train) [33][40/78] lr: 5.2301e+00 eta: 3:35:09 time: 2.7030 data_time: 0.0037 memory: 29603 loss: 1.6844 2024/01/29 11:57:29 - mmengine - INFO - Epoch(train) [33][50/78] lr: 5.2176e+00 eta: 3:34:38 time: 2.7298 data_time: 0.0037 memory: 29603 loss: 1.7194 2024/01/29 11:57:56 - mmengine - INFO - Epoch(train) [33][60/78] lr: 5.2050e+00 eta: 3:34:06 time: 2.7161 data_time: 0.0043 memory: 29603 loss: 1.7127 2024/01/29 11:58:23 - mmengine - INFO - Epoch(train) [33][70/78] lr: 5.1925e+00 eta: 3:33:34 time: 2.7155 data_time: 0.0049 memory: 29603 loss: 1.6908 2024/01/29 11:58:44 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 11:58:44 - mmengine - INFO - Saving checkpoint at 33 epochs 2024/01/29 11:58:54 - mmengine - INFO - Epoch(val) [33][ 10/196] eta: 0:00:42 time: 0.2260 data_time: 0.0169 memory: 29603 2024/01/29 11:58:56 - mmengine - INFO - Epoch(val) [33][ 20/196] eta: 0:00:37 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 11:58:58 - mmengine - INFO - Epoch(val) [33][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:59:00 - mmengine - INFO - Epoch(val) [33][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:59:03 - mmengine - INFO - Epoch(val) [33][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:59:05 - mmengine - INFO - Epoch(val) [33][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:59:07 - mmengine - INFO - Epoch(val) [33][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 11:59:09 - mmengine - INFO - Epoch(val) [33][ 80/196] eta: 0:00:24 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 11:59:11 - mmengine - INFO - Epoch(val) [33][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:59:13 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:59:15 - mmengine - INFO - Epoch(val) [33][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:59:17 - mmengine - INFO - Epoch(val) [33][120/196] eta: 0:00:15 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 11:59:19 - mmengine - INFO - Epoch(val) [33][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:59:21 - mmengine - INFO - Epoch(val) [33][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 11:59:23 - mmengine - INFO - Epoch(val) [33][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 11:59:25 - mmengine - INFO - Epoch(val) [33][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:59:27 - mmengine - INFO - Epoch(val) [33][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 11:59:29 - mmengine - INFO - Epoch(val) [33][180/196] eta: 0:00:03 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 11:59:31 - mmengine - INFO - Epoch(val) [33][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 11:59:42 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 66.2880 accuracy/top5: 86.3900 data_time: 0.0013 time: 0.2045 2024/01/29 12:00:21 - mmengine - INFO - Epoch(train) [34][10/78] lr: 5.1697e+00 eta: 3:32:57 time: 3.8624 data_time: 1.0760 memory: 29603 loss: 1.6373 2024/01/29 12:00:48 - mmengine - INFO - Epoch(train) [34][20/78] lr: 5.1570e+00 eta: 3:32:26 time: 2.7246 data_time: 0.0036 memory: 29603 loss: 1.6540 2024/01/29 12:01:15 - mmengine - INFO - Epoch(train) [34][30/78] lr: 5.1442e+00 eta: 3:31:54 time: 2.7109 data_time: 0.0041 memory: 29603 loss: 1.7048 2024/01/29 12:01:42 - mmengine - INFO - Epoch(train) [34][40/78] lr: 5.1314e+00 eta: 3:31:22 time: 2.6964 data_time: 0.0039 memory: 29603 loss: 1.6708 2024/01/29 12:02:09 - mmengine - INFO - Epoch(train) [34][50/78] lr: 5.1185e+00 eta: 3:30:51 time: 2.7168 data_time: 0.0041 memory: 29603 loss: 1.6887 2024/01/29 12:02:36 - mmengine - INFO - Epoch(train) [34][60/78] lr: 5.1056e+00 eta: 3:30:19 time: 2.7034 data_time: 0.0040 memory: 29603 loss: 1.7115 2024/01/29 12:03:03 - mmengine - INFO - Epoch(train) [34][70/78] lr: 5.0926e+00 eta: 3:29:48 time: 2.7288 data_time: 0.0047 memory: 29603 loss: 1.7091 2024/01/29 12:03:25 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:03:25 - mmengine - INFO - Saving checkpoint at 34 epochs 2024/01/29 12:03:34 - mmengine - INFO - Epoch(val) [34][ 10/196] eta: 0:00:41 time: 0.2258 data_time: 0.0169 memory: 29603 2024/01/29 12:03:36 - mmengine - INFO - Epoch(val) [34][ 20/196] eta: 0:00:37 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 12:03:38 - mmengine - INFO - Epoch(val) [34][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 12:03:40 - mmengine - INFO - Epoch(val) [34][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:03:42 - mmengine - INFO - Epoch(val) [34][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:03:44 - mmengine - INFO - Epoch(val) [34][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:03:47 - mmengine - INFO - Epoch(val) [34][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:03:49 - mmengine - INFO - Epoch(val) [34][ 80/196] eta: 0:00:24 time: 0.2300 data_time: 0.0257 memory: 1845 2024/01/29 12:03:51 - mmengine - INFO - Epoch(val) [34][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:03:53 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:20 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:03:55 - mmengine - INFO - Epoch(val) [34][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:03:57 - mmengine - INFO - Epoch(val) [34][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:03:59 - mmengine - INFO - Epoch(val) [34][130/196] eta: 0:00:13 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 12:04:01 - mmengine - INFO - Epoch(val) [34][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 12:04:03 - mmengine - INFO - Epoch(val) [34][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 12:04:05 - mmengine - INFO - Epoch(val) [34][160/196] eta: 0:00:07 time: 0.2058 data_time: 0.0004 memory: 1845 2024/01/29 12:04:07 - mmengine - INFO - Epoch(val) [34][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 12:04:09 - mmengine - INFO - Epoch(val) [34][180/196] eta: 0:00:03 time: 0.2058 data_time: 0.0009 memory: 1845 2024/01/29 12:04:11 - mmengine - INFO - Epoch(val) [34][190/196] eta: 0:00:01 time: 0.2052 data_time: 0.0005 memory: 1845 2024/01/29 12:04:22 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 66.4040 accuracy/top5: 86.4560 data_time: 0.0026 time: 0.2060 2024/01/29 12:05:01 - mmengine - INFO - Epoch(train) [35][10/78] lr: 5.0692e+00 eta: 3:29:10 time: 3.8837 data_time: 1.0886 memory: 29603 loss: 1.6523 2024/01/29 12:05:28 - mmengine - INFO - Epoch(train) [35][20/78] lr: 5.0561e+00 eta: 3:28:39 time: 2.7102 data_time: 0.0037 memory: 29603 loss: 1.6620 2024/01/29 12:05:55 - mmengine - INFO - Epoch(train) [35][30/78] lr: 5.0429e+00 eta: 3:28:07 time: 2.7000 data_time: 0.0040 memory: 29603 loss: 1.6563 2024/01/29 12:06:22 - mmengine - INFO - Epoch(train) [35][40/78] lr: 5.0297e+00 eta: 3:27:35 time: 2.7101 data_time: 0.0037 memory: 29603 loss: 1.6828 2024/01/29 12:06:49 - mmengine - INFO - Epoch(train) [35][50/78] lr: 5.0165e+00 eta: 3:27:04 time: 2.7305 data_time: 0.0039 memory: 29603 loss: 1.6892 2024/01/29 12:07:17 - mmengine - INFO - Epoch(train) [35][60/78] lr: 5.0032e+00 eta: 3:26:33 time: 2.7231 data_time: 0.0043 memory: 29603 loss: 1.6953 2024/01/29 12:07:44 - mmengine - INFO - Epoch(train) [35][70/78] lr: 4.9899e+00 eta: 3:26:02 time: 2.7256 data_time: 0.0045 memory: 29603 loss: 1.7106 2024/01/29 12:08:05 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:08:05 - mmengine - INFO - Saving checkpoint at 35 epochs 2024/01/29 12:08:15 - mmengine - INFO - Epoch(val) [35][ 10/196] eta: 0:00:42 time: 0.2264 data_time: 0.0186 memory: 29603 2024/01/29 12:08:17 - mmengine - INFO - Epoch(val) [35][ 20/196] eta: 0:00:37 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 12:08:19 - mmengine - INFO - Epoch(val) [35][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:08:21 - mmengine - INFO - Epoch(val) [35][ 40/196] eta: 0:00:32 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:08:23 - mmengine - INFO - Epoch(val) [35][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0005 memory: 1845 2024/01/29 12:08:25 - mmengine - INFO - Epoch(val) [35][ 60/196] eta: 0:00:28 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 12:08:27 - mmengine - INFO - Epoch(val) [35][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 12:08:30 - mmengine - INFO - Epoch(val) [35][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:08:32 - mmengine - INFO - Epoch(val) [35][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:08:34 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 12:08:36 - mmengine - INFO - Epoch(val) [35][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:08:38 - mmengine - INFO - Epoch(val) [35][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0007 memory: 1845 2024/01/29 12:08:40 - mmengine - INFO - Epoch(val) [35][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:08:42 - mmengine - INFO - Epoch(val) [35][140/196] eta: 0:00:11 time: 0.2126 data_time: 0.0003 memory: 1845 2024/01/29 12:08:44 - mmengine - INFO - Epoch(val) [35][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0005 memory: 1845 2024/01/29 12:08:46 - mmengine - INFO - Epoch(val) [35][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:08:48 - mmengine - INFO - Epoch(val) [35][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 12:08:50 - mmengine - INFO - Epoch(val) [35][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:08:52 - mmengine - INFO - Epoch(val) [35][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:09:03 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 66.2380 accuracy/top5: 86.5680 data_time: 0.0013 time: 0.2050 2024/01/29 12:09:41 - mmengine - INFO - Epoch(train) [36][10/78] lr: 4.9658e+00 eta: 3:25:23 time: 3.8568 data_time: 1.0665 memory: 29603 loss: 1.6284 2024/01/29 12:10:08 - mmengine - INFO - Epoch(train) [36][20/78] lr: 4.9523e+00 eta: 3:24:52 time: 2.7074 data_time: 0.0039 memory: 29603 loss: 1.6519 2024/01/29 12:10:36 - mmengine - INFO - Epoch(train) [36][30/78] lr: 4.9388e+00 eta: 3:24:21 time: 2.7188 data_time: 0.0038 memory: 29603 loss: 1.6810 2024/01/29 12:11:03 - mmengine - INFO - Epoch(train) [36][40/78] lr: 4.9252e+00 eta: 3:23:49 time: 2.7237 data_time: 0.0041 memory: 29603 loss: 1.6828 2024/01/29 12:11:30 - mmengine - INFO - Epoch(train) [36][50/78] lr: 4.9117e+00 eta: 3:23:18 time: 2.7010 data_time: 0.0036 memory: 29603 loss: 1.6954 2024/01/29 12:11:57 - mmengine - INFO - Epoch(train) [36][60/78] lr: 4.8980e+00 eta: 3:22:47 time: 2.7045 data_time: 0.0042 memory: 29603 loss: 1.6821 2024/01/29 12:12:24 - mmengine - INFO - Epoch(train) [36][70/78] lr: 4.8843e+00 eta: 3:22:16 time: 2.7281 data_time: 0.0096 memory: 29603 loss: 1.6818 2024/01/29 12:12:46 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:12:46 - mmengine - INFO - Saving checkpoint at 36 epochs 2024/01/29 12:12:55 - mmengine - INFO - Epoch(val) [36][ 10/196] eta: 0:00:42 time: 0.2261 data_time: 0.0168 memory: 29603 2024/01/29 12:12:57 - mmengine - INFO - Epoch(val) [36][ 20/196] eta: 0:00:37 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 12:12:59 - mmengine - INFO - Epoch(val) [36][ 30/196] eta: 0:00:35 time: 0.2059 data_time: 0.0012 memory: 1845 2024/01/29 12:13:01 - mmengine - INFO - Epoch(val) [36][ 40/196] eta: 0:00:32 time: 0.2053 data_time: 0.0005 memory: 1845 2024/01/29 12:13:03 - mmengine - INFO - Epoch(val) [36][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 12:13:05 - mmengine - INFO - Epoch(val) [36][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:13:07 - mmengine - INFO - Epoch(val) [36][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:13:09 - mmengine - INFO - Epoch(val) [36][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 12:13:11 - mmengine - INFO - Epoch(val) [36][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:13:13 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 12:13:15 - mmengine - INFO - Epoch(val) [36][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 12:13:17 - mmengine - INFO - Epoch(val) [36][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:13:19 - mmengine - INFO - Epoch(val) [36][130/196] eta: 0:00:13 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 12:13:21 - mmengine - INFO - Epoch(val) [36][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:13:24 - mmengine - INFO - Epoch(val) [36][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:13:26 - mmengine - INFO - Epoch(val) [36][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:13:28 - mmengine - INFO - Epoch(val) [36][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:13:30 - mmengine - INFO - Epoch(val) [36][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 12:13:32 - mmengine - INFO - Epoch(val) [36][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:13:42 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 66.4480 accuracy/top5: 86.5480 data_time: 0.0013 time: 0.2047 2024/01/29 12:14:21 - mmengine - INFO - Epoch(train) [37][10/78] lr: 4.8596e+00 eta: 3:21:37 time: 3.8841 data_time: 1.1522 memory: 29603 loss: 1.6403 2024/01/29 12:14:48 - mmengine - INFO - Epoch(train) [37][20/78] lr: 4.8458e+00 eta: 3:21:05 time: 2.7080 data_time: 0.0038 memory: 29603 loss: 1.6827 2024/01/29 12:15:15 - mmengine - INFO - Epoch(train) [37][30/78] lr: 4.8320e+00 eta: 3:20:34 time: 2.7249 data_time: 0.0039 memory: 29603 loss: 1.6490 2024/01/29 12:15:43 - mmengine - INFO - Epoch(train) [37][40/78] lr: 4.8181e+00 eta: 3:20:03 time: 2.7204 data_time: 0.0103 memory: 29603 loss: 1.6852 2024/01/29 12:16:10 - mmengine - INFO - Epoch(train) [37][50/78] lr: 4.8042e+00 eta: 3:19:32 time: 2.7084 data_time: 0.0038 memory: 29603 loss: 1.6788 2024/01/29 12:16:37 - mmengine - INFO - Epoch(train) [37][60/78] lr: 4.7902e+00 eta: 3:19:01 time: 2.7316 data_time: 0.0041 memory: 29603 loss: 1.7110 2024/01/29 12:17:04 - mmengine - INFO - Epoch(train) [37][70/78] lr: 4.7762e+00 eta: 3:18:30 time: 2.7184 data_time: 0.0049 memory: 29603 loss: 1.7073 2024/01/29 12:17:26 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:17:26 - mmengine - INFO - Saving checkpoint at 37 epochs 2024/01/29 12:17:35 - mmengine - INFO - Epoch(val) [37][ 10/196] eta: 0:00:41 time: 0.2256 data_time: 0.0170 memory: 29603 2024/01/29 12:17:37 - mmengine - INFO - Epoch(val) [37][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:17:39 - mmengine - INFO - Epoch(val) [37][ 30/196] eta: 0:00:35 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 12:17:42 - mmengine - INFO - Epoch(val) [37][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:17:44 - mmengine - INFO - Epoch(val) [37][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:17:46 - mmengine - INFO - Epoch(val) [37][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:17:48 - mmengine - INFO - Epoch(val) [37][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 12:17:50 - mmengine - INFO - Epoch(val) [37][ 80/196] eta: 0:00:24 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 12:17:52 - mmengine - INFO - Epoch(val) [37][ 90/196] eta: 0:00:21 time: 0.2068 data_time: 0.0003 memory: 1845 2024/01/29 12:17:54 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:17:56 - mmengine - INFO - Epoch(val) [37][110/196] eta: 0:00:17 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:17:58 - mmengine - INFO - Epoch(val) [37][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:18:00 - mmengine - INFO - Epoch(val) [37][130/196] eta: 0:00:13 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 12:18:02 - mmengine - INFO - Epoch(val) [37][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:18:04 - mmengine - INFO - Epoch(val) [37][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:18:06 - mmengine - INFO - Epoch(val) [37][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:18:08 - mmengine - INFO - Epoch(val) [37][170/196] eta: 0:00:05 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:18:10 - mmengine - INFO - Epoch(val) [37][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0008 memory: 1845 2024/01/29 12:18:12 - mmengine - INFO - Epoch(val) [37][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:18:23 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 66.2720 accuracy/top5: 86.5860 data_time: 0.0013 time: 0.2047 2024/01/29 12:19:02 - mmengine - INFO - Epoch(train) [38][10/78] lr: 4.7509e+00 eta: 3:17:51 time: 3.8733 data_time: 1.1491 memory: 29603 loss: 1.6187 2024/01/29 12:19:29 - mmengine - INFO - Epoch(train) [38][20/78] lr: 4.7368e+00 eta: 3:17:20 time: 2.7220 data_time: 0.0033 memory: 29603 loss: 1.6355 2024/01/29 12:19:56 - mmengine - INFO - Epoch(train) [38][30/78] lr: 4.7227e+00 eta: 3:16:48 time: 2.7014 data_time: 0.0038 memory: 29603 loss: 1.6917 2024/01/29 12:20:23 - mmengine - INFO - Epoch(train) [38][40/78] lr: 4.7085e+00 eta: 3:16:17 time: 2.7195 data_time: 0.0115 memory: 29603 loss: 1.6878 2024/01/29 12:20:50 - mmengine - INFO - Epoch(train) [38][50/78] lr: 4.6942e+00 eta: 3:15:46 time: 2.7033 data_time: 0.0039 memory: 29603 loss: 1.6763 2024/01/29 12:21:17 - mmengine - INFO - Epoch(train) [38][60/78] lr: 4.6800e+00 eta: 3:15:15 time: 2.7166 data_time: 0.0039 memory: 29603 loss: 1.6822 2024/01/29 12:21:45 - mmengine - INFO - Epoch(train) [38][70/78] lr: 4.6657e+00 eta: 3:14:44 time: 2.7304 data_time: 0.0047 memory: 29603 loss: 1.6597 2024/01/29 12:22:06 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:22:06 - mmengine - INFO - Saving checkpoint at 38 epochs 2024/01/29 12:22:16 - mmengine - INFO - Epoch(val) [38][ 10/196] eta: 0:00:41 time: 0.2256 data_time: 0.0170 memory: 29603 2024/01/29 12:22:18 - mmengine - INFO - Epoch(val) [38][ 20/196] eta: 0:00:37 time: 0.2054 data_time: 0.0005 memory: 1845 2024/01/29 12:22:20 - mmengine - INFO - Epoch(val) [38][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 12:22:22 - mmengine - INFO - Epoch(val) [38][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 12:22:24 - mmengine - INFO - Epoch(val) [38][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0005 memory: 1845 2024/01/29 12:22:26 - mmengine - INFO - Epoch(val) [38][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:22:28 - mmengine - INFO - Epoch(val) [38][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 12:22:30 - mmengine - INFO - Epoch(val) [38][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 12:22:32 - mmengine - INFO - Epoch(val) [38][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 12:22:34 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0005 memory: 1845 2024/01/29 12:22:36 - mmengine - INFO - Epoch(val) [38][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:22:38 - mmengine - INFO - Epoch(val) [38][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 12:22:40 - mmengine - INFO - Epoch(val) [38][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 12:22:42 - mmengine - INFO - Epoch(val) [38][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:22:44 - mmengine - INFO - Epoch(val) [38][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 12:22:46 - mmengine - INFO - Epoch(val) [38][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 12:22:48 - mmengine - INFO - Epoch(val) [38][170/196] eta: 0:00:05 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 12:22:50 - mmengine - INFO - Epoch(val) [38][180/196] eta: 0:00:03 time: 0.2056 data_time: 0.0008 memory: 1845 2024/01/29 12:22:52 - mmengine - INFO - Epoch(val) [38][190/196] eta: 0:00:01 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 12:23:03 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 66.4480 accuracy/top5: 86.6540 data_time: 0.0013 time: 0.2047 2024/01/29 12:23:42 - mmengine - INFO - Epoch(train) [39][10/78] lr: 4.6398e+00 eta: 3:14:04 time: 3.8733 data_time: 1.1444 memory: 29603 loss: 1.6392 2024/01/29 12:24:09 - mmengine - INFO - Epoch(train) [39][20/78] lr: 4.6254e+00 eta: 3:13:33 time: 2.7009 data_time: 0.0037 memory: 29603 loss: 1.6303 2024/01/29 12:24:36 - mmengine - INFO - Epoch(train) [39][30/78] lr: 4.6110e+00 eta: 3:13:02 time: 2.7253 data_time: 0.0035 memory: 29603 loss: 1.6639 2024/01/29 12:24:53 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:25:03 - mmengine - INFO - Epoch(train) [39][40/78] lr: 4.5965e+00 eta: 3:12:31 time: 2.7115 data_time: 0.0043 memory: 29603 loss: 1.6534 2024/01/29 12:25:31 - mmengine - INFO - Epoch(train) [39][50/78] lr: 4.5820e+00 eta: 3:12:00 time: 2.7120 data_time: 0.0036 memory: 29603 loss: 1.6691 2024/01/29 12:25:58 - mmengine - INFO - Epoch(train) [39][60/78] lr: 4.5674e+00 eta: 3:11:30 time: 2.7117 data_time: 0.0039 memory: 29603 loss: 1.6604 2024/01/29 12:26:25 - mmengine - INFO - Epoch(train) [39][70/78] lr: 4.5529e+00 eta: 3:10:58 time: 2.6996 data_time: 0.0046 memory: 29603 loss: 1.6846 2024/01/29 12:26:46 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:26:46 - mmengine - INFO - Saving checkpoint at 39 epochs 2024/01/29 12:26:56 - mmengine - INFO - Epoch(val) [39][ 10/196] eta: 0:00:41 time: 0.2236 data_time: 0.0168 memory: 29603 2024/01/29 12:26:58 - mmengine - INFO - Epoch(val) [39][ 20/196] eta: 0:00:37 time: 0.2050 data_time: 0.0007 memory: 1845 2024/01/29 12:27:00 - mmengine - INFO - Epoch(val) [39][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:27:02 - mmengine - INFO - Epoch(val) [39][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:27:04 - mmengine - INFO - Epoch(val) [39][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:27:06 - mmengine - INFO - Epoch(val) [39][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:27:08 - mmengine - INFO - Epoch(val) [39][ 70/196] eta: 0:00:26 time: 0.2059 data_time: 0.0011 memory: 1845 2024/01/29 12:27:10 - mmengine - INFO - Epoch(val) [39][ 80/196] eta: 0:00:24 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:27:12 - mmengine - INFO - Epoch(val) [39][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:27:14 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:27:16 - mmengine - INFO - Epoch(val) [39][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:27:18 - mmengine - INFO - Epoch(val) [39][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0007 memory: 1845 2024/01/29 12:27:20 - mmengine - INFO - Epoch(val) [39][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:27:23 - mmengine - INFO - Epoch(val) [39][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:27:25 - mmengine - INFO - Epoch(val) [39][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:27:27 - mmengine - INFO - Epoch(val) [39][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:27:29 - mmengine - INFO - Epoch(val) [39][170/196] eta: 0:00:05 time: 0.2081 data_time: 0.0011 memory: 1845 2024/01/29 12:27:31 - mmengine - INFO - Epoch(val) [39][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:27:33 - mmengine - INFO - Epoch(val) [39][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:27:43 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 66.4760 accuracy/top5: 86.4880 data_time: 0.0013 time: 0.2046 2024/01/29 12:28:22 - mmengine - INFO - Epoch(train) [40][10/78] lr: 4.5265e+00 eta: 3:10:18 time: 3.8970 data_time: 1.0483 memory: 29603 loss: 1.6143 2024/01/29 12:28:49 - mmengine - INFO - Epoch(train) [40][20/78] lr: 4.5119e+00 eta: 3:09:47 time: 2.6972 data_time: 0.0046 memory: 29603 loss: 1.6397 2024/01/29 12:29:16 - mmengine - INFO - Epoch(train) [40][30/78] lr: 4.4971e+00 eta: 3:09:16 time: 2.7096 data_time: 0.0040 memory: 29603 loss: 1.6356 2024/01/29 12:29:44 - mmengine - INFO - Epoch(train) [40][40/78] lr: 4.4824e+00 eta: 3:08:45 time: 2.7208 data_time: 0.0043 memory: 29603 loss: 1.6552 2024/01/29 12:30:11 - mmengine - INFO - Epoch(train) [40][50/78] lr: 4.4676e+00 eta: 3:08:15 time: 2.7214 data_time: 0.0039 memory: 29603 loss: 1.6865 2024/01/29 12:30:38 - mmengine - INFO - Epoch(train) [40][60/78] lr: 4.4528e+00 eta: 3:07:44 time: 2.7155 data_time: 0.0092 memory: 29603 loss: 1.6806 2024/01/29 12:31:05 - mmengine - INFO - Epoch(train) [40][70/78] lr: 4.4380e+00 eta: 3:07:13 time: 2.7324 data_time: 0.0040 memory: 29603 loss: 1.6757 2024/01/29 12:31:27 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:31:27 - mmengine - INFO - Saving checkpoint at 40 epochs 2024/01/29 12:31:37 - mmengine - INFO - Epoch(val) [40][ 10/196] eta: 0:00:41 time: 0.2252 data_time: 0.0171 memory: 29603 2024/01/29 12:31:39 - mmengine - INFO - Epoch(val) [40][ 20/196] eta: 0:00:37 time: 0.2058 data_time: 0.0012 memory: 1845 2024/01/29 12:31:41 - mmengine - INFO - Epoch(val) [40][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 12:31:43 - mmengine - INFO - Epoch(val) [40][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:31:45 - mmengine - INFO - Epoch(val) [40][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:31:47 - mmengine - INFO - Epoch(val) [40][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:31:49 - mmengine - INFO - Epoch(val) [40][ 70/196] eta: 0:00:26 time: 0.2072 data_time: 0.0025 memory: 1845 2024/01/29 12:31:51 - mmengine - INFO - Epoch(val) [40][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:31:53 - mmengine - INFO - Epoch(val) [40][ 90/196] eta: 0:00:21 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 12:31:55 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:31:57 - mmengine - INFO - Epoch(val) [40][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:31:59 - mmengine - INFO - Epoch(val) [40][120/196] eta: 0:00:15 time: 0.2056 data_time: 0.0012 memory: 1845 2024/01/29 12:32:01 - mmengine - INFO - Epoch(val) [40][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:32:03 - mmengine - INFO - Epoch(val) [40][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:32:05 - mmengine - INFO - Epoch(val) [40][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:32:07 - mmengine - INFO - Epoch(val) [40][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:32:09 - mmengine - INFO - Epoch(val) [40][170/196] eta: 0:00:05 time: 0.2058 data_time: 0.0010 memory: 1845 2024/01/29 12:32:11 - mmengine - INFO - Epoch(val) [40][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 12:32:13 - mmengine - INFO - Epoch(val) [40][190/196] eta: 0:00:01 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 12:32:24 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 66.6700 accuracy/top5: 86.7060 data_time: 0.0014 time: 0.2048 2024/01/29 12:33:03 - mmengine - INFO - Epoch(train) [41][10/78] lr: 4.4112e+00 eta: 3:06:33 time: 3.8802 data_time: 1.1668 memory: 29603 loss: 1.6370 2024/01/29 12:33:30 - mmengine - INFO - Epoch(train) [41][20/78] lr: 4.3963e+00 eta: 3:06:02 time: 2.7146 data_time: 0.0037 memory: 29603 loss: 1.6346 2024/01/29 12:33:57 - mmengine - INFO - Epoch(train) [41][30/78] lr: 4.3813e+00 eta: 3:05:31 time: 2.7132 data_time: 0.0039 memory: 29603 loss: 1.6421 2024/01/29 12:34:24 - mmengine - INFO - Epoch(train) [41][40/78] lr: 4.3663e+00 eta: 3:05:00 time: 2.7238 data_time: 0.0041 memory: 29603 loss: 1.6479 2024/01/29 12:34:51 - mmengine - INFO - Epoch(train) [41][50/78] lr: 4.3513e+00 eta: 3:04:29 time: 2.6968 data_time: 0.0039 memory: 29603 loss: 1.6556 2024/01/29 12:35:18 - mmengine - INFO - Epoch(train) [41][60/78] lr: 4.3362e+00 eta: 3:03:59 time: 2.7002 data_time: 0.0041 memory: 29603 loss: 1.6609 2024/01/29 12:35:46 - mmengine - INFO - Epoch(train) [41][70/78] lr: 4.3212e+00 eta: 3:03:28 time: 2.7220 data_time: 0.0041 memory: 29603 loss: 1.6411 2024/01/29 12:36:07 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:36:07 - mmengine - INFO - Saving checkpoint at 41 epochs 2024/01/29 12:36:17 - mmengine - INFO - Epoch(val) [41][ 10/196] eta: 0:00:42 time: 0.2266 data_time: 0.0172 memory: 29603 2024/01/29 12:36:19 - mmengine - INFO - Epoch(val) [41][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 12:36:21 - mmengine - INFO - Epoch(val) [41][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:36:23 - mmengine - INFO - Epoch(val) [41][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 12:36:25 - mmengine - INFO - Epoch(val) [41][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:36:27 - mmengine - INFO - Epoch(val) [41][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 12:36:29 - mmengine - INFO - Epoch(val) [41][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 12:36:31 - mmengine - INFO - Epoch(val) [41][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:36:33 - mmengine - INFO - Epoch(val) [41][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 12:36:35 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:36:37 - mmengine - INFO - Epoch(val) [41][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:36:39 - mmengine - INFO - Epoch(val) [41][120/196] eta: 0:00:15 time: 0.2069 data_time: 0.0007 memory: 1845 2024/01/29 12:36:41 - mmengine - INFO - Epoch(val) [41][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:36:43 - mmengine - INFO - Epoch(val) [41][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 12:36:45 - mmengine - INFO - Epoch(val) [41][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:36:47 - mmengine - INFO - Epoch(val) [41][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 12:36:50 - mmengine - INFO - Epoch(val) [41][170/196] eta: 0:00:05 time: 0.2057 data_time: 0.0007 memory: 1845 2024/01/29 12:36:52 - mmengine - INFO - Epoch(val) [41][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:36:54 - mmengine - INFO - Epoch(val) [41][190/196] eta: 0:00:01 time: 0.2052 data_time: 0.0005 memory: 1845 2024/01/29 12:37:04 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 66.7060 accuracy/top5: 86.5720 data_time: 0.0013 time: 0.2048 2024/01/29 12:37:43 - mmengine - INFO - Epoch(train) [42][10/78] lr: 4.2940e+00 eta: 3:02:46 time: 3.8692 data_time: 1.0814 memory: 29603 loss: 1.6152 2024/01/29 12:38:11 - mmengine - INFO - Epoch(train) [42][20/78] lr: 4.2788e+00 eta: 3:02:16 time: 2.7707 data_time: 0.0641 memory: 29603 loss: 1.6527 2024/01/29 12:38:38 - mmengine - INFO - Epoch(train) [42][30/78] lr: 4.2636e+00 eta: 3:01:46 time: 2.7073 data_time: 0.0039 memory: 29603 loss: 1.6501 2024/01/29 12:39:05 - mmengine - INFO - Epoch(train) [42][40/78] lr: 4.2484e+00 eta: 3:01:15 time: 2.7230 data_time: 0.0048 memory: 29603 loss: 1.6655 2024/01/29 12:39:32 - mmengine - INFO - Epoch(train) [42][50/78] lr: 4.2332e+00 eta: 3:00:44 time: 2.7088 data_time: 0.0037 memory: 29603 loss: 1.6798 2024/01/29 12:39:59 - mmengine - INFO - Epoch(train) [42][60/78] lr: 4.2179e+00 eta: 3:00:14 time: 2.7323 data_time: 0.0044 memory: 29603 loss: 1.6627 2024/01/29 12:40:26 - mmengine - INFO - Epoch(train) [42][70/78] lr: 4.2026e+00 eta: 2:59:43 time: 2.7166 data_time: 0.0046 memory: 29603 loss: 1.6592 2024/01/29 12:40:48 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:40:48 - mmengine - INFO - Saving checkpoint at 42 epochs 2024/01/29 12:40:57 - mmengine - INFO - Epoch(val) [42][ 10/196] eta: 0:00:41 time: 0.2254 data_time: 0.0169 memory: 29603 2024/01/29 12:40:59 - mmengine - INFO - Epoch(val) [42][ 20/196] eta: 0:00:37 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:41:01 - mmengine - INFO - Epoch(val) [42][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 12:41:03 - mmengine - INFO - Epoch(val) [42][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:41:05 - mmengine - INFO - Epoch(val) [42][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:41:07 - mmengine - INFO - Epoch(val) [42][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:41:10 - mmengine - INFO - Epoch(val) [42][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:41:12 - mmengine - INFO - Epoch(val) [42][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 12:41:14 - mmengine - INFO - Epoch(val) [42][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:41:16 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:19 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 12:41:18 - mmengine - INFO - Epoch(val) [42][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:41:20 - mmengine - INFO - Epoch(val) [42][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:41:22 - mmengine - INFO - Epoch(val) [42][130/196] eta: 0:00:13 time: 0.2057 data_time: 0.0008 memory: 1845 2024/01/29 12:41:24 - mmengine - INFO - Epoch(val) [42][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:41:26 - mmengine - INFO - Epoch(val) [42][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:41:28 - mmengine - INFO - Epoch(val) [42][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 12:41:30 - mmengine - INFO - Epoch(val) [42][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:41:32 - mmengine - INFO - Epoch(val) [42][180/196] eta: 0:00:03 time: 0.2141 data_time: 0.0007 memory: 1845 2024/01/29 12:41:34 - mmengine - INFO - Epoch(val) [42][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:41:45 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 66.5460 accuracy/top5: 86.7520 data_time: 0.0013 time: 0.2051 2024/01/29 12:42:23 - mmengine - INFO - Epoch(train) [43][10/78] lr: 4.1751e+00 eta: 2:59:01 time: 3.8567 data_time: 1.0923 memory: 29603 loss: 1.5956 2024/01/29 12:42:51 - mmengine - INFO - Epoch(train) [43][20/78] lr: 4.1597e+00 eta: 2:58:31 time: 2.7157 data_time: 0.0038 memory: 29603 loss: 1.6128 2024/01/29 12:43:18 - mmengine - INFO - Epoch(train) [43][30/78] lr: 4.1443e+00 eta: 2:58:00 time: 2.7280 data_time: 0.0040 memory: 29603 loss: 1.6252 2024/01/29 12:43:45 - mmengine - INFO - Epoch(train) [43][40/78] lr: 4.1289e+00 eta: 2:57:29 time: 2.7048 data_time: 0.0040 memory: 29603 loss: 1.6375 2024/01/29 12:44:12 - mmengine - INFO - Epoch(train) [43][50/78] lr: 4.1135e+00 eta: 2:56:59 time: 2.7148 data_time: 0.0039 memory: 29603 loss: 1.6708 2024/01/29 12:44:39 - mmengine - INFO - Epoch(train) [43][60/78] lr: 4.0980e+00 eta: 2:56:28 time: 2.7057 data_time: 0.0040 memory: 29603 loss: 1.6422 2024/01/29 12:45:06 - mmengine - INFO - Epoch(train) [43][70/78] lr: 4.0826e+00 eta: 2:55:58 time: 2.7078 data_time: 0.0048 memory: 29603 loss: 1.6668 2024/01/29 12:45:28 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:45:28 - mmengine - INFO - Saving checkpoint at 43 epochs 2024/01/29 12:45:38 - mmengine - INFO - Epoch(val) [43][ 10/196] eta: 0:00:41 time: 0.2242 data_time: 0.0169 memory: 29603 2024/01/29 12:45:40 - mmengine - INFO - Epoch(val) [43][ 20/196] eta: 0:00:37 time: 0.2057 data_time: 0.0010 memory: 1845 2024/01/29 12:45:42 - mmengine - INFO - Epoch(val) [43][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:45:44 - mmengine - INFO - Epoch(val) [43][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:45:46 - mmengine - INFO - Epoch(val) [43][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:45:48 - mmengine - INFO - Epoch(val) [43][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:45:50 - mmengine - INFO - Epoch(val) [43][ 70/196] eta: 0:00:26 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 12:45:52 - mmengine - INFO - Epoch(val) [43][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:45:54 - mmengine - INFO - Epoch(val) [43][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:45:56 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:45:58 - mmengine - INFO - Epoch(val) [43][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:46:00 - mmengine - INFO - Epoch(val) [43][120/196] eta: 0:00:15 time: 0.2055 data_time: 0.0011 memory: 1845 2024/01/29 12:46:02 - mmengine - INFO - Epoch(val) [43][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:46:04 - mmengine - INFO - Epoch(val) [43][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:46:06 - mmengine - INFO - Epoch(val) [43][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:46:08 - mmengine - INFO - Epoch(val) [43][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:46:10 - mmengine - INFO - Epoch(val) [43][170/196] eta: 0:00:05 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 12:46:13 - mmengine - INFO - Epoch(val) [43][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:46:15 - mmengine - INFO - Epoch(val) [43][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:46:25 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 66.8800 accuracy/top5: 86.7780 data_time: 0.0013 time: 0.2046 2024/01/29 12:47:04 - mmengine - INFO - Epoch(train) [44][10/78] lr: 4.0546e+00 eta: 2:55:15 time: 3.8778 data_time: 1.1523 memory: 29603 loss: 1.5982 2024/01/29 12:47:31 - mmengine - INFO - Epoch(train) [44][20/78] lr: 4.0391e+00 eta: 2:54:45 time: 2.6894 data_time: 0.0036 memory: 29603 loss: 1.5954 2024/01/29 12:47:58 - mmengine - INFO - Epoch(train) [44][30/78] lr: 4.0236e+00 eta: 2:54:14 time: 2.7258 data_time: 0.0040 memory: 29603 loss: 1.6352 2024/01/29 12:48:25 - mmengine - INFO - Epoch(train) [44][40/78] lr: 4.0080e+00 eta: 2:53:44 time: 2.7003 data_time: 0.0039 memory: 29603 loss: 1.6384 2024/01/29 12:48:52 - mmengine - INFO - Epoch(train) [44][50/78] lr: 3.9924e+00 eta: 2:53:13 time: 2.7223 data_time: 0.0037 memory: 29603 loss: 1.6430 2024/01/29 12:49:19 - mmengine - INFO - Epoch(train) [44][60/78] lr: 3.9768e+00 eta: 2:52:43 time: 2.7004 data_time: 0.0043 memory: 29603 loss: 1.6563 2024/01/29 12:49:46 - mmengine - INFO - Epoch(train) [44][70/78] lr: 3.9611e+00 eta: 2:52:12 time: 2.7309 data_time: 0.0045 memory: 29603 loss: 1.6420 2024/01/29 12:50:08 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:50:08 - mmengine - INFO - Saving checkpoint at 44 epochs 2024/01/29 12:50:18 - mmengine - INFO - Epoch(val) [44][ 10/196] eta: 0:00:41 time: 0.2255 data_time: 0.0175 memory: 29603 2024/01/29 12:50:20 - mmengine - INFO - Epoch(val) [44][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0005 memory: 1845 2024/01/29 12:50:22 - mmengine - INFO - Epoch(val) [44][ 30/196] eta: 0:00:35 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:50:24 - mmengine - INFO - Epoch(val) [44][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0005 memory: 1845 2024/01/29 12:50:26 - mmengine - INFO - Epoch(val) [44][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 12:50:28 - mmengine - INFO - Epoch(val) [44][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:50:30 - mmengine - INFO - Epoch(val) [44][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0005 memory: 1845 2024/01/29 12:50:32 - mmengine - INFO - Epoch(val) [44][ 80/196] eta: 0:00:24 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:50:34 - mmengine - INFO - Epoch(val) [44][ 90/196] eta: 0:00:21 time: 0.2052 data_time: 0.0005 memory: 1845 2024/01/29 12:50:36 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:50:38 - mmengine - INFO - Epoch(val) [44][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 12:50:40 - mmengine - INFO - Epoch(val) [44][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0005 memory: 1845 2024/01/29 12:50:42 - mmengine - INFO - Epoch(val) [44][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 12:50:44 - mmengine - INFO - Epoch(val) [44][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 12:50:46 - mmengine - INFO - Epoch(val) [44][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 12:50:48 - mmengine - INFO - Epoch(val) [44][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 12:50:50 - mmengine - INFO - Epoch(val) [44][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 12:50:53 - mmengine - INFO - Epoch(val) [44][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:50:55 - mmengine - INFO - Epoch(val) [44][190/196] eta: 0:00:01 time: 0.2053 data_time: 0.0005 memory: 1845 2024/01/29 12:51:05 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 66.6800 accuracy/top5: 86.7480 data_time: 0.0013 time: 0.2046 2024/01/29 12:51:44 - mmengine - INFO - Epoch(train) [45][10/78] lr: 3.9329e+00 eta: 2:51:30 time: 3.8637 data_time: 1.1404 memory: 29603 loss: 1.5645 2024/01/29 12:52:11 - mmengine - INFO - Epoch(train) [45][20/78] lr: 3.9172e+00 eta: 2:50:59 time: 2.7120 data_time: 0.0037 memory: 29603 loss: 1.6053 2024/01/29 12:52:38 - mmengine - INFO - Epoch(train) [45][30/78] lr: 3.9015e+00 eta: 2:50:29 time: 2.7070 data_time: 0.0038 memory: 29603 loss: 1.6360 2024/01/29 12:53:05 - mmengine - INFO - Epoch(train) [45][40/78] lr: 3.8858e+00 eta: 2:49:58 time: 2.7245 data_time: 0.0038 memory: 29603 loss: 1.6063 2024/01/29 12:53:32 - mmengine - INFO - Epoch(train) [45][50/78] lr: 3.8700e+00 eta: 2:49:28 time: 2.7030 data_time: 0.0038 memory: 29603 loss: 1.6159 2024/01/29 12:54:00 - mmengine - INFO - Epoch(train) [45][60/78] lr: 3.8543e+00 eta: 2:48:57 time: 2.7127 data_time: 0.0037 memory: 29603 loss: 1.6473 2024/01/29 12:54:27 - mmengine - INFO - Epoch(train) [45][70/78] lr: 3.8385e+00 eta: 2:48:27 time: 2.7246 data_time: 0.0055 memory: 29603 loss: 1.6531 2024/01/29 12:54:48 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:54:48 - mmengine - INFO - Saving checkpoint at 45 epochs 2024/01/29 12:54:58 - mmengine - INFO - Epoch(val) [45][ 10/196] eta: 0:00:42 time: 0.2259 data_time: 0.0170 memory: 29603 2024/01/29 12:55:00 - mmengine - INFO - Epoch(val) [45][ 20/196] eta: 0:00:37 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:55:02 - mmengine - INFO - Epoch(val) [45][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 12:55:04 - mmengine - INFO - Epoch(val) [45][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:55:06 - mmengine - INFO - Epoch(val) [45][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:55:08 - mmengine - INFO - Epoch(val) [45][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:55:10 - mmengine - INFO - Epoch(val) [45][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:55:12 - mmengine - INFO - Epoch(val) [45][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 12:55:14 - mmengine - INFO - Epoch(val) [45][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:55:16 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 12:55:19 - mmengine - INFO - Epoch(val) [45][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 12:55:21 - mmengine - INFO - Epoch(val) [45][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:55:23 - mmengine - INFO - Epoch(val) [45][130/196] eta: 0:00:13 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 12:55:25 - mmengine - INFO - Epoch(val) [45][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 12:55:27 - mmengine - INFO - Epoch(val) [45][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 12:55:29 - mmengine - INFO - Epoch(val) [45][160/196] eta: 0:00:07 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 12:55:31 - mmengine - INFO - Epoch(val) [45][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:55:33 - mmengine - INFO - Epoch(val) [45][180/196] eta: 0:00:03 time: 0.2058 data_time: 0.0011 memory: 1845 2024/01/29 12:55:35 - mmengine - INFO - Epoch(val) [45][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 12:55:45 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 67.0200 accuracy/top5: 86.9120 data_time: 0.0013 time: 0.2047 2024/01/29 12:56:25 - mmengine - INFO - Epoch(train) [46][10/78] lr: 3.8101e+00 eta: 2:47:44 time: 3.9063 data_time: 1.1599 memory: 29603 loss: 1.6071 2024/01/29 12:56:51 - mmengine - INFO - Epoch(train) [46][20/78] lr: 3.7942e+00 eta: 2:47:14 time: 2.6880 data_time: 0.0041 memory: 29603 loss: 1.6291 2024/01/29 12:57:18 - mmengine - INFO - Epoch(train) [46][30/78] lr: 3.7784e+00 eta: 2:46:43 time: 2.7080 data_time: 0.0042 memory: 29603 loss: 1.6149 2024/01/29 12:57:46 - mmengine - INFO - Epoch(train) [46][40/78] lr: 3.7625e+00 eta: 2:46:13 time: 2.7103 data_time: 0.0042 memory: 29603 loss: 1.6385 2024/01/29 12:58:13 - mmengine - INFO - Epoch(train) [46][50/78] lr: 3.7467e+00 eta: 2:45:43 time: 2.7103 data_time: 0.0043 memory: 29603 loss: 1.6038 2024/01/29 12:58:40 - mmengine - INFO - Epoch(train) [46][60/78] lr: 3.7308e+00 eta: 2:45:13 time: 2.7240 data_time: 0.0042 memory: 29603 loss: 1.6569 2024/01/29 12:59:07 - mmengine - INFO - Epoch(train) [46][70/78] lr: 3.7149e+00 eta: 2:44:42 time: 2.7229 data_time: 0.0040 memory: 29603 loss: 1.6664 2024/01/29 12:59:29 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 12:59:29 - mmengine - INFO - Saving checkpoint at 46 epochs 2024/01/29 12:59:38 - mmengine - INFO - Epoch(val) [46][ 10/196] eta: 0:00:42 time: 0.2278 data_time: 0.0186 memory: 29603 2024/01/29 12:59:40 - mmengine - INFO - Epoch(val) [46][ 20/196] eta: 0:00:38 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 12:59:42 - mmengine - INFO - Epoch(val) [46][ 30/196] eta: 0:00:35 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 12:59:44 - mmengine - INFO - Epoch(val) [46][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 12:59:46 - mmengine - INFO - Epoch(val) [46][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 12:59:49 - mmengine - INFO - Epoch(val) [46][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 12:59:51 - mmengine - INFO - Epoch(val) [46][ 70/196] eta: 0:00:26 time: 0.2058 data_time: 0.0007 memory: 1845 2024/01/29 12:59:53 - mmengine - INFO - Epoch(val) [46][ 80/196] eta: 0:00:24 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 12:59:55 - mmengine - INFO - Epoch(val) [46][ 90/196] eta: 0:00:22 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 12:59:57 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:19 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 12:59:59 - mmengine - INFO - Epoch(val) [46][110/196] eta: 0:00:17 time: 0.2054 data_time: 0.0004 memory: 1845 2024/01/29 13:00:01 - mmengine - INFO - Epoch(val) [46][120/196] eta: 0:00:15 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 13:00:03 - mmengine - INFO - Epoch(val) [46][130/196] eta: 0:00:13 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 13:00:05 - mmengine - INFO - Epoch(val) [46][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:00:07 - mmengine - INFO - Epoch(val) [46][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:00:09 - mmengine - INFO - Epoch(val) [46][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:00:11 - mmengine - INFO - Epoch(val) [46][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:00:13 - mmengine - INFO - Epoch(val) [46][180/196] eta: 0:00:03 time: 0.2076 data_time: 0.0027 memory: 1845 2024/01/29 13:00:15 - mmengine - INFO - Epoch(val) [46][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:00:26 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 66.9920 accuracy/top5: 86.8840 data_time: 0.0015 time: 0.2050 2024/01/29 13:01:04 - mmengine - INFO - Epoch(train) [47][10/78] lr: 3.6863e+00 eta: 2:43:59 time: 3.8756 data_time: 1.1559 memory: 29603 loss: 1.5942 2024/01/29 13:01:31 - mmengine - INFO - Epoch(train) [47][20/78] lr: 3.6703e+00 eta: 2:43:28 time: 2.7116 data_time: 0.0062 memory: 29603 loss: 1.5959 2024/01/29 13:01:58 - mmengine - INFO - Epoch(train) [47][30/78] lr: 3.6544e+00 eta: 2:42:58 time: 2.7020 data_time: 0.0040 memory: 29603 loss: 1.5766 2024/01/29 13:02:26 - mmengine - INFO - Epoch(train) [47][40/78] lr: 3.6384e+00 eta: 2:42:28 time: 2.7123 data_time: 0.0041 memory: 29603 loss: 1.6026 2024/01/29 13:02:53 - mmengine - INFO - Epoch(train) [47][50/78] lr: 3.6225e+00 eta: 2:41:58 time: 2.7121 data_time: 0.0039 memory: 29603 loss: 1.5947 2024/01/29 13:03:20 - mmengine - INFO - Epoch(train) [47][60/78] lr: 3.6065e+00 eta: 2:41:27 time: 2.7173 data_time: 0.0039 memory: 29603 loss: 1.6169 2024/01/29 13:03:47 - mmengine - INFO - Epoch(train) [47][70/78] lr: 3.5905e+00 eta: 2:40:57 time: 2.7134 data_time: 0.0040 memory: 29603 loss: 1.6276 2024/01/29 13:04:09 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:04:09 - mmengine - INFO - Saving checkpoint at 47 epochs 2024/01/29 13:04:18 - mmengine - INFO - Epoch(val) [47][ 10/196] eta: 0:00:42 time: 0.2259 data_time: 0.0169 memory: 29603 2024/01/29 13:04:20 - mmengine - INFO - Epoch(val) [47][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0006 memory: 1845 2024/01/29 13:04:22 - mmengine - INFO - Epoch(val) [47][ 30/196] eta: 0:00:35 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 13:04:24 - mmengine - INFO - Epoch(val) [47][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 13:04:27 - mmengine - INFO - Epoch(val) [47][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:04:29 - mmengine - INFO - Epoch(val) [47][ 60/196] eta: 0:00:28 time: 0.2072 data_time: 0.0003 memory: 1845 2024/01/29 13:04:31 - mmengine - INFO - Epoch(val) [47][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 13:04:33 - mmengine - INFO - Epoch(val) [47][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:04:35 - mmengine - INFO - Epoch(val) [47][ 90/196] eta: 0:00:21 time: 0.2052 data_time: 0.0005 memory: 1845 2024/01/29 13:04:37 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:04:39 - mmengine - INFO - Epoch(val) [47][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:04:41 - mmengine - INFO - Epoch(val) [47][120/196] eta: 0:00:15 time: 0.2054 data_time: 0.0006 memory: 1845 2024/01/29 13:04:43 - mmengine - INFO - Epoch(val) [47][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:04:45 - mmengine - INFO - Epoch(val) [47][140/196] eta: 0:00:11 time: 0.2052 data_time: 0.0005 memory: 1845 2024/01/29 13:04:47 - mmengine - INFO - Epoch(val) [47][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:04:49 - mmengine - INFO - Epoch(val) [47][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:04:51 - mmengine - INFO - Epoch(val) [47][170/196] eta: 0:00:05 time: 0.2054 data_time: 0.0006 memory: 1845 2024/01/29 13:04:53 - mmengine - INFO - Epoch(val) [47][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:04:55 - mmengine - INFO - Epoch(val) [47][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 13:05:06 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 67.1640 accuracy/top5: 86.9060 data_time: 0.0012 time: 0.2047 2024/01/29 13:05:45 - mmengine - INFO - Epoch(train) [48][10/78] lr: 3.5617e+00 eta: 2:40:14 time: 3.8833 data_time: 1.1864 memory: 29603 loss: 1.5524 2024/01/29 13:06:12 - mmengine - INFO - Epoch(train) [48][20/78] lr: 3.5457e+00 eta: 2:39:43 time: 2.7092 data_time: 0.0040 memory: 29603 loss: 1.6298 2024/01/29 13:06:39 - mmengine - INFO - Epoch(train) [48][30/78] lr: 3.5297e+00 eta: 2:39:13 time: 2.7020 data_time: 0.0042 memory: 29603 loss: 1.6130 2024/01/29 13:07:06 - mmengine - INFO - Epoch(train) [48][40/78] lr: 3.5137e+00 eta: 2:38:43 time: 2.7163 data_time: 0.0040 memory: 29603 loss: 1.6080 2024/01/29 13:07:33 - mmengine - INFO - Epoch(train) [48][50/78] lr: 3.4976e+00 eta: 2:38:13 time: 2.7066 data_time: 0.0040 memory: 29603 loss: 1.6269 2024/01/29 13:08:00 - mmengine - INFO - Epoch(train) [48][60/78] lr: 3.4816e+00 eta: 2:37:42 time: 2.7036 data_time: 0.0038 memory: 29603 loss: 1.6248 2024/01/29 13:08:27 - mmengine - INFO - Epoch(train) [48][70/78] lr: 3.4655e+00 eta: 2:37:12 time: 2.7105 data_time: 0.0041 memory: 29603 loss: 1.6067 2024/01/29 13:08:49 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:08:49 - mmengine - INFO - Saving checkpoint at 48 epochs 2024/01/29 13:08:59 - mmengine - INFO - Epoch(val) [48][ 10/196] eta: 0:00:41 time: 0.2245 data_time: 0.0167 memory: 29603 2024/01/29 13:09:01 - mmengine - INFO - Epoch(val) [48][ 20/196] eta: 0:00:37 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 13:09:03 - mmengine - INFO - Epoch(val) [48][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:09:05 - mmengine - INFO - Epoch(val) [48][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:09:07 - mmengine - INFO - Epoch(val) [48][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:09:09 - mmengine - INFO - Epoch(val) [48][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:09:11 - mmengine - INFO - Epoch(val) [48][ 70/196] eta: 0:00:26 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 13:09:13 - mmengine - INFO - Epoch(val) [48][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:09:15 - mmengine - INFO - Epoch(val) [48][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:09:17 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:09:19 - mmengine - INFO - Epoch(val) [48][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:09:21 - mmengine - INFO - Epoch(val) [48][120/196] eta: 0:00:15 time: 0.2058 data_time: 0.0011 memory: 1845 2024/01/29 13:09:23 - mmengine - INFO - Epoch(val) [48][130/196] eta: 0:00:13 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:09:25 - mmengine - INFO - Epoch(val) [48][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:09:27 - mmengine - INFO - Epoch(val) [48][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:09:29 - mmengine - INFO - Epoch(val) [48][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:09:31 - mmengine - INFO - Epoch(val) [48][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 13:09:33 - mmengine - INFO - Epoch(val) [48][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:09:35 - mmengine - INFO - Epoch(val) [48][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:09:46 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 67.4400 accuracy/top5: 87.1440 data_time: 0.0012 time: 0.2046 2024/01/29 13:10:25 - mmengine - INFO - Epoch(train) [49][10/78] lr: 3.4366e+00 eta: 2:36:28 time: 3.8786 data_time: 1.1078 memory: 29603 loss: 1.5839 2024/01/29 13:10:52 - mmengine - INFO - Epoch(train) [49][20/78] lr: 3.4205e+00 eta: 2:35:58 time: 2.7220 data_time: 0.0038 memory: 29603 loss: 1.5798 2024/01/29 13:11:19 - mmengine - INFO - Epoch(train) [49][30/78] lr: 3.4045e+00 eta: 2:35:28 time: 2.7017 data_time: 0.0039 memory: 29603 loss: 1.6187 2024/01/29 13:11:46 - mmengine - INFO - Epoch(train) [49][40/78] lr: 3.3884e+00 eta: 2:34:58 time: 2.7127 data_time: 0.0038 memory: 29603 loss: 1.6465 2024/01/29 13:12:13 - mmengine - INFO - Epoch(train) [49][50/78] lr: 3.3723e+00 eta: 2:34:28 time: 2.7147 data_time: 0.0038 memory: 29603 loss: 1.6072 2024/01/29 13:12:40 - mmengine - INFO - Epoch(train) [49][60/78] lr: 3.3562e+00 eta: 2:33:58 time: 2.7187 data_time: 0.0037 memory: 29603 loss: 1.6026 2024/01/29 13:13:08 - mmengine - INFO - Epoch(train) [49][70/78] lr: 3.3401e+00 eta: 2:33:28 time: 2.7089 data_time: 0.0040 memory: 29603 loss: 1.6033 2024/01/29 13:13:29 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:13:29 - mmengine - INFO - Saving checkpoint at 49 epochs 2024/01/29 13:13:39 - mmengine - INFO - Epoch(val) [49][ 10/196] eta: 0:00:42 time: 0.2264 data_time: 0.0170 memory: 29603 2024/01/29 13:13:41 - mmengine - INFO - Epoch(val) [49][ 20/196] eta: 0:00:37 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 13:13:43 - mmengine - INFO - Epoch(val) [49][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:13:45 - mmengine - INFO - Epoch(val) [49][ 40/196] eta: 0:00:32 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 13:13:47 - mmengine - INFO - Epoch(val) [49][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:13:49 - mmengine - INFO - Epoch(val) [49][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:13:51 - mmengine - INFO - Epoch(val) [49][ 70/196] eta: 0:00:26 time: 0.2061 data_time: 0.0014 memory: 1845 2024/01/29 13:13:53 - mmengine - INFO - Epoch(val) [49][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:13:55 - mmengine - INFO - Epoch(val) [49][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:13:57 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:13:59 - mmengine - INFO - Epoch(val) [49][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:14:01 - mmengine - INFO - Epoch(val) [49][120/196] eta: 0:00:15 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 13:14:03 - mmengine - INFO - Epoch(val) [49][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 13:14:05 - mmengine - INFO - Epoch(val) [49][140/196] eta: 0:00:11 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:14:07 - mmengine - INFO - Epoch(val) [49][150/196] eta: 0:00:09 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 13:14:10 - mmengine - INFO - Epoch(val) [49][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:14:12 - mmengine - INFO - Epoch(val) [49][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 13:14:14 - mmengine - INFO - Epoch(val) [49][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:14:16 - mmengine - INFO - Epoch(val) [49][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:14:26 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 67.3800 accuracy/top5: 87.0200 data_time: 0.0013 time: 0.2048 2024/01/29 13:15:05 - mmengine - INFO - Epoch(train) [50][10/78] lr: 3.3111e+00 eta: 2:32:43 time: 3.8430 data_time: 1.1276 memory: 29603 loss: 1.5472 2024/01/29 13:15:32 - mmengine - INFO - Epoch(train) [50][20/78] lr: 3.2950e+00 eta: 2:32:13 time: 2.6980 data_time: 0.0036 memory: 29603 loss: 1.5753 2024/01/29 13:15:59 - mmengine - INFO - Epoch(train) [50][30/78] lr: 3.2789e+00 eta: 2:31:43 time: 2.7181 data_time: 0.0040 memory: 29603 loss: 1.5951 2024/01/29 13:16:26 - mmengine - INFO - Epoch(train) [50][40/78] lr: 3.2628e+00 eta: 2:31:12 time: 2.7004 data_time: 0.0042 memory: 29603 loss: 1.6031 2024/01/29 13:16:53 - mmengine - INFO - Epoch(train) [50][50/78] lr: 3.2467e+00 eta: 2:30:42 time: 2.6972 data_time: 0.0038 memory: 29603 loss: 1.6243 2024/01/29 13:17:20 - mmengine - INFO - Epoch(train) [50][60/78] lr: 3.2306e+00 eta: 2:30:12 time: 2.7235 data_time: 0.0043 memory: 29603 loss: 1.5912 2024/01/29 13:17:47 - mmengine - INFO - Epoch(train) [50][70/78] lr: 3.2145e+00 eta: 2:29:42 time: 2.7125 data_time: 0.0040 memory: 29603 loss: 1.6140 2024/01/29 13:18:09 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:18:09 - mmengine - INFO - Saving checkpoint at 50 epochs 2024/01/29 13:18:19 - mmengine - INFO - Epoch(val) [50][ 10/196] eta: 0:00:43 time: 0.2323 data_time: 0.0256 memory: 29603 2024/01/29 13:18:21 - mmengine - INFO - Epoch(val) [50][ 20/196] eta: 0:00:38 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 13:18:23 - mmengine - INFO - Epoch(val) [50][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 13:18:25 - mmengine - INFO - Epoch(val) [50][ 40/196] eta: 0:00:33 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 13:18:27 - mmengine - INFO - Epoch(val) [50][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:18:29 - mmengine - INFO - Epoch(val) [50][ 60/196] eta: 0:00:28 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 13:18:31 - mmengine - INFO - Epoch(val) [50][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 13:18:33 - mmengine - INFO - Epoch(val) [50][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:18:35 - mmengine - INFO - Epoch(val) [50][ 90/196] eta: 0:00:22 time: 0.2056 data_time: 0.0005 memory: 1845 2024/01/29 13:18:37 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 13:18:39 - mmengine - INFO - Epoch(val) [50][110/196] eta: 0:00:17 time: 0.2055 data_time: 0.0004 memory: 1845 2024/01/29 13:18:41 - mmengine - INFO - Epoch(val) [50][120/196] eta: 0:00:15 time: 0.2056 data_time: 0.0007 memory: 1845 2024/01/29 13:18:43 - mmengine - INFO - Epoch(val) [50][130/196] eta: 0:00:13 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 13:18:45 - mmengine - INFO - Epoch(val) [50][140/196] eta: 0:00:11 time: 0.2055 data_time: 0.0005 memory: 1845 2024/01/29 13:18:47 - mmengine - INFO - Epoch(val) [50][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 13:18:49 - mmengine - INFO - Epoch(val) [50][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:18:51 - mmengine - INFO - Epoch(val) [50][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 13:18:53 - mmengine - INFO - Epoch(val) [50][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0006 memory: 1845 2024/01/29 13:18:56 - mmengine - INFO - Epoch(val) [50][190/196] eta: 0:00:01 time: 0.2056 data_time: 0.0006 memory: 1845 2024/01/29 13:19:06 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 67.4640 accuracy/top5: 87.2100 data_time: 0.0017 time: 0.2052 2024/01/29 13:19:45 - mmengine - INFO - Epoch(train) [51][10/78] lr: 3.1855e+00 eta: 2:28:57 time: 3.8592 data_time: 1.1133 memory: 29603 loss: 1.5445 2024/01/29 13:20:12 - mmengine - INFO - Epoch(train) [51][20/78] lr: 3.1694e+00 eta: 2:28:27 time: 2.7080 data_time: 0.0048 memory: 29603 loss: 1.5687 2024/01/29 13:20:39 - mmengine - INFO - Epoch(train) [51][30/78] lr: 3.1533e+00 eta: 2:27:57 time: 2.7187 data_time: 0.0040 memory: 29603 loss: 1.5769 2024/01/29 13:21:06 - mmengine - INFO - Epoch(train) [51][40/78] lr: 3.1372e+00 eta: 2:27:28 time: 2.7260 data_time: 0.0039 memory: 29603 loss: 1.5757 2024/01/29 13:21:33 - mmengine - INFO - Epoch(train) [51][50/78] lr: 3.1211e+00 eta: 2:26:58 time: 2.7103 data_time: 0.0037 memory: 29603 loss: 1.5993 2024/01/29 13:22:01 - mmengine - INFO - Epoch(train) [51][60/78] lr: 3.1050e+00 eta: 2:26:28 time: 2.7122 data_time: 0.0038 memory: 29603 loss: 1.6284 2024/01/29 13:22:28 - mmengine - INFO - Epoch(train) [51][70/78] lr: 3.0889e+00 eta: 2:25:58 time: 2.7181 data_time: 0.0039 memory: 29603 loss: 1.5627 2024/01/29 13:22:49 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:22:49 - mmengine - INFO - Saving checkpoint at 51 epochs 2024/01/29 13:22:59 - mmengine - INFO - Epoch(val) [51][ 10/196] eta: 0:00:41 time: 0.2247 data_time: 0.0171 memory: 29603 2024/01/29 13:23:01 - mmengine - INFO - Epoch(val) [51][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 13:23:03 - mmengine - INFO - Epoch(val) [51][ 30/196] eta: 0:00:35 time: 0.2049 data_time: 0.0006 memory: 1845 2024/01/29 13:23:05 - mmengine - INFO - Epoch(val) [51][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:23:07 - mmengine - INFO - Epoch(val) [51][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:23:09 - mmengine - INFO - Epoch(val) [51][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:23:11 - mmengine - INFO - Epoch(val) [51][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:23:13 - mmengine - INFO - Epoch(val) [51][ 80/196] eta: 0:00:24 time: 0.2050 data_time: 0.0007 memory: 1845 2024/01/29 13:23:15 - mmengine - INFO - Epoch(val) [51][ 90/196] eta: 0:00:21 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:23:17 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/01/29 13:23:20 - mmengine - INFO - Epoch(val) [51][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:23:22 - mmengine - INFO - Epoch(val) [51][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 13:23:24 - mmengine - INFO - Epoch(val) [51][130/196] eta: 0:00:13 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 13:23:26 - mmengine - INFO - Epoch(val) [51][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:23:28 - mmengine - INFO - Epoch(val) [51][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:23:30 - mmengine - INFO - Epoch(val) [51][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:23:32 - mmengine - INFO - Epoch(val) [51][170/196] eta: 0:00:05 time: 0.2136 data_time: 0.0003 memory: 1845 2024/01/29 13:23:34 - mmengine - INFO - Epoch(val) [51][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0008 memory: 1845 2024/01/29 13:23:36 - mmengine - INFO - Epoch(val) [51][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:23:47 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 67.5380 accuracy/top5: 87.1120 data_time: 0.0013 time: 0.2049 2024/01/29 13:24:25 - mmengine - INFO - Epoch(train) [52][10/78] lr: 3.0599e+00 eta: 2:25:12 time: 3.8520 data_time: 1.1357 memory: 29603 loss: 1.5628 2024/01/29 13:24:52 - mmengine - INFO - Epoch(train) [52][20/78] lr: 3.0438e+00 eta: 2:24:43 time: 2.7109 data_time: 0.0038 memory: 29603 loss: 1.5638 2024/01/29 13:24:58 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:25:19 - mmengine - INFO - Epoch(train) [52][30/78] lr: 3.0277e+00 eta: 2:24:13 time: 2.7207 data_time: 0.0042 memory: 29603 loss: 1.5674 2024/01/29 13:25:47 - mmengine - INFO - Epoch(train) [52][40/78] lr: 3.0116e+00 eta: 2:23:43 time: 2.7312 data_time: 0.0038 memory: 29603 loss: 1.5748 2024/01/29 13:26:14 - mmengine - INFO - Epoch(train) [52][50/78] lr: 2.9955e+00 eta: 2:23:13 time: 2.6985 data_time: 0.0040 memory: 29603 loss: 1.6220 2024/01/29 13:26:41 - mmengine - INFO - Epoch(train) [52][60/78] lr: 2.9795e+00 eta: 2:22:43 time: 2.7181 data_time: 0.0040 memory: 29603 loss: 1.5809 2024/01/29 13:27:08 - mmengine - INFO - Epoch(train) [52][70/78] lr: 2.9634e+00 eta: 2:22:13 time: 2.7048 data_time: 0.0040 memory: 29603 loss: 1.5808 2024/01/29 13:27:30 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:27:30 - mmengine - INFO - Saving checkpoint at 52 epochs 2024/01/29 13:27:40 - mmengine - INFO - Epoch(val) [52][ 10/196] eta: 0:00:42 time: 0.2277 data_time: 0.0183 memory: 29603 2024/01/29 13:27:42 - mmengine - INFO - Epoch(val) [52][ 20/196] eta: 0:00:38 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 13:27:44 - mmengine - INFO - Epoch(val) [52][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:27:46 - mmengine - INFO - Epoch(val) [52][ 40/196] eta: 0:00:32 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 13:27:48 - mmengine - INFO - Epoch(val) [52][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 13:27:50 - mmengine - INFO - Epoch(val) [52][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 13:27:52 - mmengine - INFO - Epoch(val) [52][ 70/196] eta: 0:00:26 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 13:27:54 - mmengine - INFO - Epoch(val) [52][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 13:27:56 - mmengine - INFO - Epoch(val) [52][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 13:27:58 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 13:28:00 - mmengine - INFO - Epoch(val) [52][110/196] eta: 0:00:17 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:28:02 - mmengine - INFO - Epoch(val) [52][120/196] eta: 0:00:15 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 13:28:04 - mmengine - INFO - Epoch(val) [52][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 13:28:06 - mmengine - INFO - Epoch(val) [52][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:28:08 - mmengine - INFO - Epoch(val) [52][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:28:10 - mmengine - INFO - Epoch(val) [52][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:28:12 - mmengine - INFO - Epoch(val) [52][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 13:28:14 - mmengine - INFO - Epoch(val) [52][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:28:16 - mmengine - INFO - Epoch(val) [52][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:28:27 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 67.6500 accuracy/top5: 87.0780 data_time: 0.0014 time: 0.2048 2024/01/29 13:29:06 - mmengine - INFO - Epoch(train) [53][10/78] lr: 2.9345e+00 eta: 2:21:28 time: 3.8823 data_time: 1.1283 memory: 29603 loss: 1.5256 2024/01/29 13:29:35 - mmengine - INFO - Epoch(train) [53][20/78] lr: 2.9184e+00 eta: 2:20:59 time: 2.8875 data_time: 0.0037 memory: 29603 loss: 1.5232 2024/01/29 13:30:02 - mmengine - INFO - Epoch(train) [53][30/78] lr: 2.9024e+00 eta: 2:20:29 time: 2.7163 data_time: 0.0041 memory: 29603 loss: 1.5636 2024/01/29 13:30:29 - mmengine - INFO - Epoch(train) [53][40/78] lr: 2.8863e+00 eta: 2:19:59 time: 2.7236 data_time: 0.0035 memory: 29603 loss: 1.5994 2024/01/29 13:30:56 - mmengine - INFO - Epoch(train) [53][50/78] lr: 2.8703e+00 eta: 2:19:29 time: 2.6989 data_time: 0.0040 memory: 29603 loss: 1.5771 2024/01/29 13:31:23 - mmengine - INFO - Epoch(train) [53][60/78] lr: 2.8543e+00 eta: 2:19:00 time: 2.7215 data_time: 0.0039 memory: 29603 loss: 1.5697 2024/01/29 13:31:51 - mmengine - INFO - Epoch(train) [53][70/78] lr: 2.8383e+00 eta: 2:18:30 time: 2.7200 data_time: 0.0039 memory: 29603 loss: 1.5785 2024/01/29 13:32:12 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:32:12 - mmengine - INFO - Saving checkpoint at 53 epochs 2024/01/29 13:32:22 - mmengine - INFO - Epoch(val) [53][ 10/196] eta: 0:00:41 time: 0.2240 data_time: 0.0172 memory: 29603 2024/01/29 13:32:24 - mmengine - INFO - Epoch(val) [53][ 20/196] eta: 0:00:37 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 13:32:26 - mmengine - INFO - Epoch(val) [53][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 13:32:28 - mmengine - INFO - Epoch(val) [53][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:32:30 - mmengine - INFO - Epoch(val) [53][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:32:32 - mmengine - INFO - Epoch(val) [53][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:32:34 - mmengine - INFO - Epoch(val) [53][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:32:36 - mmengine - INFO - Epoch(val) [53][ 80/196] eta: 0:00:24 time: 0.2050 data_time: 0.0007 memory: 1845 2024/01/29 13:32:38 - mmengine - INFO - Epoch(val) [53][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:32:40 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:32:42 - mmengine - INFO - Epoch(val) [53][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:32:44 - mmengine - INFO - Epoch(val) [53][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:32:46 - mmengine - INFO - Epoch(val) [53][130/196] eta: 0:00:13 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 13:32:48 - mmengine - INFO - Epoch(val) [53][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:32:50 - mmengine - INFO - Epoch(val) [53][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 13:32:52 - mmengine - INFO - Epoch(val) [53][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 13:32:55 - mmengine - INFO - Epoch(val) [53][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:32:57 - mmengine - INFO - Epoch(val) [53][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 13:32:59 - mmengine - INFO - Epoch(val) [53][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:33:09 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 67.6840 accuracy/top5: 87.3700 data_time: 0.0013 time: 0.2045 2024/01/29 13:33:48 - mmengine - INFO - Epoch(train) [54][10/78] lr: 2.8095e+00 eta: 2:17:45 time: 3.9141 data_time: 1.1168 memory: 29603 loss: 1.5154 2024/01/29 13:34:15 - mmengine - INFO - Epoch(train) [54][20/78] lr: 2.7935e+00 eta: 2:17:15 time: 2.7033 data_time: 0.0040 memory: 29603 loss: 1.5610 2024/01/29 13:34:42 - mmengine - INFO - Epoch(train) [54][30/78] lr: 2.7775e+00 eta: 2:16:45 time: 2.7019 data_time: 0.0038 memory: 29603 loss: 1.5883 2024/01/29 13:35:09 - mmengine - INFO - Epoch(train) [54][40/78] lr: 2.7616e+00 eta: 2:16:15 time: 2.7140 data_time: 0.0038 memory: 29603 loss: 1.5790 2024/01/29 13:35:37 - mmengine - INFO - Epoch(train) [54][50/78] lr: 2.7456e+00 eta: 2:15:45 time: 2.7258 data_time: 0.0040 memory: 29603 loss: 1.5481 2024/01/29 13:36:04 - mmengine - INFO - Epoch(train) [54][60/78] lr: 2.7297e+00 eta: 2:15:15 time: 2.7228 data_time: 0.0171 memory: 29603 loss: 1.5873 2024/01/29 13:36:31 - mmengine - INFO - Epoch(train) [54][70/78] lr: 2.7137e+00 eta: 2:14:46 time: 2.7191 data_time: 0.0039 memory: 29603 loss: 1.5645 2024/01/29 13:36:53 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:36:53 - mmengine - INFO - Saving checkpoint at 54 epochs 2024/01/29 13:37:02 - mmengine - INFO - Epoch(val) [54][ 10/196] eta: 0:00:42 time: 0.2261 data_time: 0.0173 memory: 29603 2024/01/29 13:37:04 - mmengine - INFO - Epoch(val) [54][ 20/196] eta: 0:00:37 time: 0.2051 data_time: 0.0008 memory: 1845 2024/01/29 13:37:06 - mmengine - INFO - Epoch(val) [54][ 30/196] eta: 0:00:35 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 13:37:08 - mmengine - INFO - Epoch(val) [54][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:37:10 - mmengine - INFO - Epoch(val) [54][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:37:13 - mmengine - INFO - Epoch(val) [54][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:37:15 - mmengine - INFO - Epoch(val) [54][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 13:37:17 - mmengine - INFO - Epoch(val) [54][ 80/196] eta: 0:00:24 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:37:19 - mmengine - INFO - Epoch(val) [54][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:37:21 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:37:23 - mmengine - INFO - Epoch(val) [54][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:37:25 - mmengine - INFO - Epoch(val) [54][120/196] eta: 0:00:15 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 13:37:27 - mmengine - INFO - Epoch(val) [54][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 13:37:29 - mmengine - INFO - Epoch(val) [54][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:37:31 - mmengine - INFO - Epoch(val) [54][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:37:33 - mmengine - INFO - Epoch(val) [54][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:37:35 - mmengine - INFO - Epoch(val) [54][170/196] eta: 0:00:05 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 13:37:37 - mmengine - INFO - Epoch(val) [54][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:37:39 - mmengine - INFO - Epoch(val) [54][190/196] eta: 0:00:01 time: 0.2068 data_time: 0.0021 memory: 1845 2024/01/29 13:37:50 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 67.5840 accuracy/top5: 87.2500 data_time: 0.0014 time: 0.2047 2024/01/29 13:38:29 - mmengine - INFO - Epoch(train) [55][10/78] lr: 2.6851e+00 eta: 2:14:00 time: 3.8680 data_time: 1.0527 memory: 29603 loss: 1.5113 2024/01/29 13:38:56 - mmengine - INFO - Epoch(train) [55][20/78] lr: 2.6692e+00 eta: 2:13:30 time: 2.7083 data_time: 0.0041 memory: 29603 loss: 1.5314 2024/01/29 13:39:23 - mmengine - INFO - Epoch(train) [55][30/78] lr: 2.6533e+00 eta: 2:13:00 time: 2.7158 data_time: 0.0039 memory: 29603 loss: 1.5432 2024/01/29 13:39:50 - mmengine - INFO - Epoch(train) [55][40/78] lr: 2.6375e+00 eta: 2:12:30 time: 2.7021 data_time: 0.0036 memory: 29603 loss: 1.5585 2024/01/29 13:40:17 - mmengine - INFO - Epoch(train) [55][50/78] lr: 2.6216e+00 eta: 2:12:01 time: 2.7310 data_time: 0.0037 memory: 29603 loss: 1.5377 2024/01/29 13:40:44 - mmengine - INFO - Epoch(train) [55][60/78] lr: 2.6058e+00 eta: 2:11:31 time: 2.7083 data_time: 0.0037 memory: 29603 loss: 1.5567 2024/01/29 13:41:11 - mmengine - INFO - Epoch(train) [55][70/78] lr: 2.5899e+00 eta: 2:11:01 time: 2.6963 data_time: 0.0042 memory: 29603 loss: 1.5691 2024/01/29 13:41:33 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:41:33 - mmengine - INFO - Saving checkpoint at 55 epochs 2024/01/29 13:41:42 - mmengine - INFO - Epoch(val) [55][ 10/196] eta: 0:00:41 time: 0.2248 data_time: 0.0172 memory: 29603 2024/01/29 13:41:44 - mmengine - INFO - Epoch(val) [55][ 20/196] eta: 0:00:37 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 13:41:46 - mmengine - INFO - Epoch(val) [55][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 13:41:48 - mmengine - INFO - Epoch(val) [55][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 13:41:50 - mmengine - INFO - Epoch(val) [55][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:41:52 - mmengine - INFO - Epoch(val) [55][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:41:54 - mmengine - INFO - Epoch(val) [55][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0009 memory: 1845 2024/01/29 13:41:56 - mmengine - INFO - Epoch(val) [55][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:41:58 - mmengine - INFO - Epoch(val) [55][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 13:42:01 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:42:03 - mmengine - INFO - Epoch(val) [55][110/196] eta: 0:00:17 time: 0.2054 data_time: 0.0005 memory: 1845 2024/01/29 13:42:05 - mmengine - INFO - Epoch(val) [55][120/196] eta: 0:00:15 time: 0.2063 data_time: 0.0012 memory: 1845 2024/01/29 13:42:07 - mmengine - INFO - Epoch(val) [55][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 13:42:09 - mmengine - INFO - Epoch(val) [55][140/196] eta: 0:00:11 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 13:42:11 - mmengine - INFO - Epoch(val) [55][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 13:42:13 - mmengine - INFO - Epoch(val) [55][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:42:15 - mmengine - INFO - Epoch(val) [55][170/196] eta: 0:00:05 time: 0.2057 data_time: 0.0008 memory: 1845 2024/01/29 13:42:17 - mmengine - INFO - Epoch(val) [55][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:42:19 - mmengine - INFO - Epoch(val) [55][190/196] eta: 0:00:01 time: 0.2136 data_time: 0.0004 memory: 1845 2024/01/29 13:42:30 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 67.9480 accuracy/top5: 87.3880 data_time: 0.0013 time: 0.2052 2024/01/29 13:43:09 - mmengine - INFO - Epoch(train) [56][10/78] lr: 2.5615e+00 eta: 2:10:15 time: 3.8608 data_time: 1.1206 memory: 29603 loss: 1.5414 2024/01/29 13:43:36 - mmengine - INFO - Epoch(train) [56][20/78] lr: 2.5457e+00 eta: 2:09:45 time: 2.7149 data_time: 0.0038 memory: 29603 loss: 1.5227 2024/01/29 13:44:03 - mmengine - INFO - Epoch(train) [56][30/78] lr: 2.5300e+00 eta: 2:09:15 time: 2.7086 data_time: 0.0065 memory: 29603 loss: 1.5590 2024/01/29 13:44:30 - mmengine - INFO - Epoch(train) [56][40/78] lr: 2.5142e+00 eta: 2:08:46 time: 2.7173 data_time: 0.0036 memory: 29603 loss: 1.5539 2024/01/29 13:44:57 - mmengine - INFO - Epoch(train) [56][50/78] lr: 2.4985e+00 eta: 2:08:16 time: 2.7109 data_time: 0.0040 memory: 29603 loss: 1.5406 2024/01/29 13:45:24 - mmengine - INFO - Epoch(train) [56][60/78] lr: 2.4828e+00 eta: 2:07:46 time: 2.7182 data_time: 0.0037 memory: 29603 loss: 1.5613 2024/01/29 13:45:51 - mmengine - INFO - Epoch(train) [56][70/78] lr: 2.4671e+00 eta: 2:07:17 time: 2.7096 data_time: 0.0038 memory: 29603 loss: 1.5368 2024/01/29 13:46:13 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:46:13 - mmengine - INFO - Saving checkpoint at 56 epochs 2024/01/29 13:46:22 - mmengine - INFO - Epoch(val) [56][ 10/196] eta: 0:00:41 time: 0.2250 data_time: 0.0170 memory: 29603 2024/01/29 13:46:24 - mmengine - INFO - Epoch(val) [56][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 13:46:26 - mmengine - INFO - Epoch(val) [56][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:46:28 - mmengine - INFO - Epoch(val) [56][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:46:30 - mmengine - INFO - Epoch(val) [56][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:46:32 - mmengine - INFO - Epoch(val) [56][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:46:34 - mmengine - INFO - Epoch(val) [56][ 70/196] eta: 0:00:26 time: 0.2054 data_time: 0.0011 memory: 1845 2024/01/29 13:46:37 - mmengine - INFO - Epoch(val) [56][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:46:39 - mmengine - INFO - Epoch(val) [56][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:46:41 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 13:46:43 - mmengine - INFO - Epoch(val) [56][110/196] eta: 0:00:17 time: 0.2059 data_time: 0.0004 memory: 1845 2024/01/29 13:46:45 - mmengine - INFO - Epoch(val) [56][120/196] eta: 0:00:15 time: 0.2054 data_time: 0.0009 memory: 1845 2024/01/29 13:46:47 - mmengine - INFO - Epoch(val) [56][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:46:49 - mmengine - INFO - Epoch(val) [56][140/196] eta: 0:00:11 time: 0.2054 data_time: 0.0004 memory: 1845 2024/01/29 13:46:51 - mmengine - INFO - Epoch(val) [56][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 13:46:53 - mmengine - INFO - Epoch(val) [56][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:46:55 - mmengine - INFO - Epoch(val) [56][170/196] eta: 0:00:05 time: 0.2057 data_time: 0.0010 memory: 1845 2024/01/29 13:46:57 - mmengine - INFO - Epoch(val) [56][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:46:59 - mmengine - INFO - Epoch(val) [56][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:47:10 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 67.6640 accuracy/top5: 87.3840 data_time: 0.0013 time: 0.2047 2024/01/29 13:47:48 - mmengine - INFO - Epoch(train) [57][10/78] lr: 2.4389e+00 eta: 2:06:30 time: 3.8636 data_time: 1.1244 memory: 29603 loss: 1.5284 2024/01/29 13:48:15 - mmengine - INFO - Epoch(train) [57][20/78] lr: 2.4232e+00 eta: 2:06:00 time: 2.7086 data_time: 0.0035 memory: 29603 loss: 1.5394 2024/01/29 13:48:42 - mmengine - INFO - Epoch(train) [57][30/78] lr: 2.4076e+00 eta: 2:05:31 time: 2.7106 data_time: 0.0040 memory: 29603 loss: 1.5318 2024/01/29 13:49:10 - mmengine - INFO - Epoch(train) [57][40/78] lr: 2.3920e+00 eta: 2:05:01 time: 2.7170 data_time: 0.0039 memory: 29603 loss: 1.5472 2024/01/29 13:49:37 - mmengine - INFO - Epoch(train) [57][50/78] lr: 2.3764e+00 eta: 2:04:31 time: 2.7073 data_time: 0.0038 memory: 29603 loss: 1.5535 2024/01/29 13:50:04 - mmengine - INFO - Epoch(train) [57][60/78] lr: 2.3609e+00 eta: 2:04:02 time: 2.7460 data_time: 0.0040 memory: 29603 loss: 1.5529 2024/01/29 13:50:31 - mmengine - INFO - Epoch(train) [57][70/78] lr: 2.3454e+00 eta: 2:03:32 time: 2.7063 data_time: 0.0145 memory: 29603 loss: 1.5595 2024/01/29 13:50:53 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:50:53 - mmengine - INFO - Saving checkpoint at 57 epochs 2024/01/29 13:51:02 - mmengine - INFO - Epoch(val) [57][ 10/196] eta: 0:00:41 time: 0.2233 data_time: 0.0170 memory: 29603 2024/01/29 13:51:04 - mmengine - INFO - Epoch(val) [57][ 20/196] eta: 0:00:37 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:51:06 - mmengine - INFO - Epoch(val) [57][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 13:51:08 - mmengine - INFO - Epoch(val) [57][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:51:10 - mmengine - INFO - Epoch(val) [57][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:51:12 - mmengine - INFO - Epoch(val) [57][ 60/196] eta: 0:00:28 time: 0.2074 data_time: 0.0003 memory: 1845 2024/01/29 13:51:14 - mmengine - INFO - Epoch(val) [57][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:51:16 - mmengine - INFO - Epoch(val) [57][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 13:51:18 - mmengine - INFO - Epoch(val) [57][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:51:20 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:51:22 - mmengine - INFO - Epoch(val) [57][110/196] eta: 0:00:17 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 13:51:25 - mmengine - INFO - Epoch(val) [57][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:51:27 - mmengine - INFO - Epoch(val) [57][130/196] eta: 0:00:13 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 13:51:29 - mmengine - INFO - Epoch(val) [57][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:51:31 - mmengine - INFO - Epoch(val) [57][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:51:33 - mmengine - INFO - Epoch(val) [57][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:51:35 - mmengine - INFO - Epoch(val) [57][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:51:37 - mmengine - INFO - Epoch(val) [57][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 13:51:39 - mmengine - INFO - Epoch(val) [57][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:51:49 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 68.0260 accuracy/top5: 87.3840 data_time: 0.0012 time: 0.2046 2024/01/29 13:52:28 - mmengine - INFO - Epoch(train) [58][10/78] lr: 2.3174e+00 eta: 2:02:46 time: 3.8723 data_time: 1.0926 memory: 29603 loss: 1.5254 2024/01/29 13:52:55 - mmengine - INFO - Epoch(train) [58][20/78] lr: 2.3020e+00 eta: 2:02:16 time: 2.6980 data_time: 0.0040 memory: 29603 loss: 1.5149 2024/01/29 13:53:22 - mmengine - INFO - Epoch(train) [58][30/78] lr: 2.2865e+00 eta: 2:01:46 time: 2.7156 data_time: 0.0037 memory: 29603 loss: 1.5291 2024/01/29 13:53:49 - mmengine - INFO - Epoch(train) [58][40/78] lr: 2.2711e+00 eta: 2:01:17 time: 2.7148 data_time: 0.0036 memory: 29603 loss: 1.5128 2024/01/29 13:54:16 - mmengine - INFO - Epoch(train) [58][50/78] lr: 2.2557e+00 eta: 2:00:47 time: 2.7107 data_time: 0.0040 memory: 29603 loss: 1.5397 2024/01/29 13:54:44 - mmengine - INFO - Epoch(train) [58][60/78] lr: 2.2403e+00 eta: 2:00:17 time: 2.7256 data_time: 0.0038 memory: 29603 loss: 1.5512 2024/01/29 13:55:11 - mmengine - INFO - Epoch(train) [58][70/78] lr: 2.2249e+00 eta: 1:59:48 time: 2.7166 data_time: 0.0042 memory: 29603 loss: 1.5330 2024/01/29 13:55:32 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 13:55:32 - mmengine - INFO - Saving checkpoint at 58 epochs 2024/01/29 13:55:42 - mmengine - INFO - Epoch(val) [58][ 10/196] eta: 0:00:41 time: 0.2256 data_time: 0.0173 memory: 29603 2024/01/29 13:55:44 - mmengine - INFO - Epoch(val) [58][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:55:46 - mmengine - INFO - Epoch(val) [58][ 30/196] eta: 0:00:35 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 13:55:48 - mmengine - INFO - Epoch(val) [58][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:55:50 - mmengine - INFO - Epoch(val) [58][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 13:55:52 - mmengine - INFO - Epoch(val) [58][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:55:54 - mmengine - INFO - Epoch(val) [58][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 13:55:56 - mmengine - INFO - Epoch(val) [58][ 80/196] eta: 0:00:24 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 13:55:58 - mmengine - INFO - Epoch(val) [58][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 13:56:00 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:19 time: 0.2066 data_time: 0.0004 memory: 1845 2024/01/29 13:56:02 - mmengine - INFO - Epoch(val) [58][110/196] eta: 0:00:17 time: 0.2056 data_time: 0.0006 memory: 1845 2024/01/29 13:56:04 - mmengine - INFO - Epoch(val) [58][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:56:06 - mmengine - INFO - Epoch(val) [58][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0008 memory: 1845 2024/01/29 13:56:08 - mmengine - INFO - Epoch(val) [58][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 13:56:11 - mmengine - INFO - Epoch(val) [58][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 13:56:13 - mmengine - INFO - Epoch(val) [58][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 13:56:15 - mmengine - INFO - Epoch(val) [58][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 13:56:17 - mmengine - INFO - Epoch(val) [58][180/196] eta: 0:00:03 time: 0.2058 data_time: 0.0011 memory: 1845 2024/01/29 13:56:19 - mmengine - INFO - Epoch(val) [58][190/196] eta: 0:00:01 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 13:56:29 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 68.0940 accuracy/top5: 87.4360 data_time: 0.0013 time: 0.2048 2024/01/29 13:57:08 - mmengine - INFO - Epoch(train) [59][10/78] lr: 2.1974e+00 eta: 1:59:01 time: 3.8966 data_time: 1.1000 memory: 29603 loss: 1.5038 2024/01/29 13:57:35 - mmengine - INFO - Epoch(train) [59][20/78] lr: 2.1821e+00 eta: 1:58:31 time: 2.7050 data_time: 0.0036 memory: 29603 loss: 1.5328 2024/01/29 13:58:02 - mmengine - INFO - Epoch(train) [59][30/78] lr: 2.1668e+00 eta: 1:58:02 time: 2.7062 data_time: 0.0041 memory: 29603 loss: 1.5381 2024/01/29 13:58:30 - mmengine - INFO - Epoch(train) [59][40/78] lr: 2.1516e+00 eta: 1:57:32 time: 2.7201 data_time: 0.0039 memory: 29603 loss: 1.5272 2024/01/29 13:58:57 - mmengine - INFO - Epoch(train) [59][50/78] lr: 2.1364e+00 eta: 1:57:03 time: 2.7239 data_time: 0.0041 memory: 29603 loss: 1.5182 2024/01/29 13:59:24 - mmengine - INFO - Epoch(train) [59][60/78] lr: 2.1212e+00 eta: 1:56:33 time: 2.6970 data_time: 0.0042 memory: 29603 loss: 1.5158 2024/01/29 13:59:51 - mmengine - INFO - Epoch(train) [59][70/78] lr: 2.1060e+00 eta: 1:56:04 time: 2.7380 data_time: 0.0040 memory: 29603 loss: 1.5746 2024/01/29 14:00:13 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:00:13 - mmengine - INFO - Saving checkpoint at 59 epochs 2024/01/29 14:00:22 - mmengine - INFO - Epoch(val) [59][ 10/196] eta: 0:00:42 time: 0.2268 data_time: 0.0174 memory: 29603 2024/01/29 14:00:25 - mmengine - INFO - Epoch(val) [59][ 20/196] eta: 0:00:38 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 14:00:27 - mmengine - INFO - Epoch(val) [59][ 30/196] eta: 0:00:35 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:00:29 - mmengine - INFO - Epoch(val) [59][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:00:31 - mmengine - INFO - Epoch(val) [59][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 14:00:33 - mmengine - INFO - Epoch(val) [59][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:00:35 - mmengine - INFO - Epoch(val) [59][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0009 memory: 1845 2024/01/29 14:00:37 - mmengine - INFO - Epoch(val) [59][ 80/196] eta: 0:00:24 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 14:00:39 - mmengine - INFO - Epoch(val) [59][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 14:00:41 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:00:43 - mmengine - INFO - Epoch(val) [59][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:00:45 - mmengine - INFO - Epoch(val) [59][120/196] eta: 0:00:15 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 14:00:47 - mmengine - INFO - Epoch(val) [59][130/196] eta: 0:00:13 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:00:49 - mmengine - INFO - Epoch(val) [59][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:00:51 - mmengine - INFO - Epoch(val) [59][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 14:00:53 - mmengine - INFO - Epoch(val) [59][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:00:55 - mmengine - INFO - Epoch(val) [59][170/196] eta: 0:00:05 time: 0.2055 data_time: 0.0009 memory: 1845 2024/01/29 14:00:57 - mmengine - INFO - Epoch(val) [59][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:00:59 - mmengine - INFO - Epoch(val) [59][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:01:10 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 68.1140 accuracy/top5: 87.5080 data_time: 0.0013 time: 0.2046 2024/01/29 14:01:48 - mmengine - INFO - Epoch(train) [60][10/78] lr: 2.0788e+00 eta: 1:55:17 time: 3.8645 data_time: 1.1192 memory: 29603 loss: 1.4837 2024/01/29 14:02:15 - mmengine - INFO - Epoch(train) [60][20/78] lr: 2.0638e+00 eta: 1:54:47 time: 2.6943 data_time: 0.0038 memory: 29603 loss: 1.4862 2024/01/29 14:02:43 - mmengine - INFO - Epoch(train) [60][30/78] lr: 2.0487e+00 eta: 1:54:17 time: 2.7140 data_time: 0.0041 memory: 29603 loss: 1.5232 2024/01/29 14:03:10 - mmengine - INFO - Epoch(train) [60][40/78] lr: 2.0337e+00 eta: 1:53:48 time: 2.7204 data_time: 0.0037 memory: 29603 loss: 1.5319 2024/01/29 14:03:37 - mmengine - INFO - Epoch(train) [60][50/78] lr: 2.0187e+00 eta: 1:53:18 time: 2.7408 data_time: 0.0039 memory: 29603 loss: 1.5417 2024/01/29 14:04:04 - mmengine - INFO - Epoch(train) [60][60/78] lr: 2.0037e+00 eta: 1:52:49 time: 2.7159 data_time: 0.0039 memory: 29603 loss: 1.5525 2024/01/29 14:04:31 - mmengine - INFO - Epoch(train) [60][70/78] lr: 1.9888e+00 eta: 1:52:19 time: 2.7143 data_time: 0.0044 memory: 29603 loss: 1.5647 2024/01/29 14:04:53 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:04:53 - mmengine - INFO - Saving checkpoint at 60 epochs 2024/01/29 14:05:03 - mmengine - INFO - Epoch(val) [60][ 10/196] eta: 0:00:41 time: 0.2245 data_time: 0.0173 memory: 29603 2024/01/29 14:05:05 - mmengine - INFO - Epoch(val) [60][ 20/196] eta: 0:00:37 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 14:05:07 - mmengine - INFO - Epoch(val) [60][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 14:05:09 - mmengine - INFO - Epoch(val) [60][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:05:11 - mmengine - INFO - Epoch(val) [60][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:05:13 - mmengine - INFO - Epoch(val) [60][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:05:15 - mmengine - INFO - Epoch(val) [60][ 70/196] eta: 0:00:26 time: 0.2056 data_time: 0.0003 memory: 1845 2024/01/29 14:05:17 - mmengine - INFO - Epoch(val) [60][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 14:05:19 - mmengine - INFO - Epoch(val) [60][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:05:21 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:19 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 14:05:23 - mmengine - INFO - Epoch(val) [60][110/196] eta: 0:00:17 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 14:05:25 - mmengine - INFO - Epoch(val) [60][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 14:05:27 - mmengine - INFO - Epoch(val) [60][130/196] eta: 0:00:13 time: 0.2061 data_time: 0.0010 memory: 1845 2024/01/29 14:05:29 - mmengine - INFO - Epoch(val) [60][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:05:31 - mmengine - INFO - Epoch(val) [60][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:05:33 - mmengine - INFO - Epoch(val) [60][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:05:35 - mmengine - INFO - Epoch(val) [60][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 14:05:37 - mmengine - INFO - Epoch(val) [60][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0008 memory: 1845 2024/01/29 14:05:39 - mmengine - INFO - Epoch(val) [60][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:05:50 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 68.0280 accuracy/top5: 87.6280 data_time: 0.0013 time: 0.2047 2024/01/29 14:06:29 - mmengine - INFO - Epoch(train) [61][10/78] lr: 1.9620e+00 eta: 1:51:32 time: 3.8868 data_time: 1.1332 memory: 29603 loss: 1.5111 2024/01/29 14:06:56 - mmengine - INFO - Epoch(train) [61][20/78] lr: 1.9472e+00 eta: 1:51:03 time: 2.7135 data_time: 0.0042 memory: 29603 loss: 1.4795 2024/01/29 14:07:23 - mmengine - INFO - Epoch(train) [61][30/78] lr: 1.9324e+00 eta: 1:50:33 time: 2.7312 data_time: 0.0043 memory: 29603 loss: 1.5463 2024/01/29 14:07:50 - mmengine - INFO - Epoch(train) [61][40/78] lr: 1.9176e+00 eta: 1:50:04 time: 2.7005 data_time: 0.0038 memory: 29603 loss: 1.5159 2024/01/29 14:08:17 - mmengine - INFO - Epoch(train) [61][50/78] lr: 1.9029e+00 eta: 1:49:34 time: 2.7213 data_time: 0.0043 memory: 29603 loss: 1.5143 2024/01/29 14:08:45 - mmengine - INFO - Epoch(train) [61][60/78] lr: 1.8881e+00 eta: 1:49:05 time: 2.7183 data_time: 0.0037 memory: 29603 loss: 1.5421 2024/01/29 14:09:12 - mmengine - INFO - Epoch(train) [61][70/78] lr: 1.8735e+00 eta: 1:48:35 time: 2.7210 data_time: 0.0048 memory: 29603 loss: 1.5138 2024/01/29 14:09:33 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:09:33 - mmengine - INFO - Saving checkpoint at 61 epochs 2024/01/29 14:09:43 - mmengine - INFO - Epoch(val) [61][ 10/196] eta: 0:00:41 time: 0.2251 data_time: 0.0174 memory: 29603 2024/01/29 14:09:45 - mmengine - INFO - Epoch(val) [61][ 20/196] eta: 0:00:37 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 14:09:47 - mmengine - INFO - Epoch(val) [61][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:09:49 - mmengine - INFO - Epoch(val) [61][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:09:51 - mmengine - INFO - Epoch(val) [61][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:09:53 - mmengine - INFO - Epoch(val) [61][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:09:55 - mmengine - INFO - Epoch(val) [61][ 70/196] eta: 0:00:26 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 14:09:58 - mmengine - INFO - Epoch(val) [61][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:10:00 - mmengine - INFO - Epoch(val) [61][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:10:02 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:10:04 - mmengine - INFO - Epoch(val) [61][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:10:06 - mmengine - INFO - Epoch(val) [61][120/196] eta: 0:00:15 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 14:10:08 - mmengine - INFO - Epoch(val) [61][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 14:10:10 - mmengine - INFO - Epoch(val) [61][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:10:12 - mmengine - INFO - Epoch(val) [61][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 14:10:14 - mmengine - INFO - Epoch(val) [61][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:10:16 - mmengine - INFO - Epoch(val) [61][170/196] eta: 0:00:05 time: 0.2064 data_time: 0.0018 memory: 1845 2024/01/29 14:10:18 - mmengine - INFO - Epoch(val) [61][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:10:20 - mmengine - INFO - Epoch(val) [61][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:10:31 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 68.2120 accuracy/top5: 87.6400 data_time: 0.0013 time: 0.2046 2024/01/29 14:11:10 - mmengine - INFO - Epoch(train) [62][10/78] lr: 1.8471e+00 eta: 1:47:48 time: 3.8878 data_time: 1.1705 memory: 29603 loss: 1.4741 2024/01/29 14:11:37 - mmengine - INFO - Epoch(train) [62][20/78] lr: 1.8326e+00 eta: 1:47:18 time: 2.7156 data_time: 0.0036 memory: 29603 loss: 1.4997 2024/01/29 14:12:04 - mmengine - INFO - Epoch(train) [62][30/78] lr: 1.8180e+00 eta: 1:46:49 time: 2.7170 data_time: 0.0042 memory: 29603 loss: 1.4939 2024/01/29 14:12:31 - mmengine - INFO - Epoch(train) [62][40/78] lr: 1.8035e+00 eta: 1:46:20 time: 2.7390 data_time: 0.0037 memory: 29603 loss: 1.5011 2024/01/29 14:12:58 - mmengine - INFO - Epoch(train) [62][50/78] lr: 1.7890e+00 eta: 1:45:50 time: 2.7076 data_time: 0.0041 memory: 29603 loss: 1.5040 2024/01/29 14:13:25 - mmengine - INFO - Epoch(train) [62][60/78] lr: 1.7746e+00 eta: 1:45:21 time: 2.7196 data_time: 0.0041 memory: 29603 loss: 1.5339 2024/01/29 14:13:53 - mmengine - INFO - Epoch(train) [62][70/78] lr: 1.7602e+00 eta: 1:44:51 time: 2.7134 data_time: 0.0041 memory: 29603 loss: 1.5041 2024/01/29 14:14:14 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:14:14 - mmengine - INFO - Saving checkpoint at 62 epochs 2024/01/29 14:14:24 - mmengine - INFO - Epoch(val) [62][ 10/196] eta: 0:00:41 time: 0.2253 data_time: 0.0170 memory: 29603 2024/01/29 14:14:26 - mmengine - INFO - Epoch(val) [62][ 20/196] eta: 0:00:37 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:14:28 - mmengine - INFO - Epoch(val) [62][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 14:14:30 - mmengine - INFO - Epoch(val) [62][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:14:32 - mmengine - INFO - Epoch(val) [62][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:14:34 - mmengine - INFO - Epoch(val) [62][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:14:36 - mmengine - INFO - Epoch(val) [62][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:14:38 - mmengine - INFO - Epoch(val) [62][ 80/196] eta: 0:00:24 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 14:14:40 - mmengine - INFO - Epoch(val) [62][ 90/196] eta: 0:00:21 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:14:42 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:14:44 - mmengine - INFO - Epoch(val) [62][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:14:46 - mmengine - INFO - Epoch(val) [62][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 14:14:48 - mmengine - INFO - Epoch(val) [62][130/196] eta: 0:00:13 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 14:14:50 - mmengine - INFO - Epoch(val) [62][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 14:14:52 - mmengine - INFO - Epoch(val) [62][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 14:14:55 - mmengine - INFO - Epoch(val) [62][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:14:57 - mmengine - INFO - Epoch(val) [62][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 14:14:59 - mmengine - INFO - Epoch(val) [62][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0008 memory: 1845 2024/01/29 14:15:01 - mmengine - INFO - Epoch(val) [62][190/196] eta: 0:00:01 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 14:15:11 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 68.3920 accuracy/top5: 87.6980 data_time: 0.0013 time: 0.2046 2024/01/29 14:15:50 - mmengine - INFO - Epoch(train) [63][10/78] lr: 1.7343e+00 eta: 1:44:03 time: 3.8497 data_time: 1.1422 memory: 29603 loss: 1.4815 2024/01/29 14:16:17 - mmengine - INFO - Epoch(train) [63][20/78] lr: 1.7200e+00 eta: 1:43:34 time: 2.7161 data_time: 0.0037 memory: 29603 loss: 1.4940 2024/01/29 14:16:44 - mmengine - INFO - Epoch(train) [63][30/78] lr: 1.7058e+00 eta: 1:43:05 time: 2.6993 data_time: 0.0040 memory: 29603 loss: 1.4733 2024/01/29 14:17:11 - mmengine - INFO - Epoch(train) [63][40/78] lr: 1.6915e+00 eta: 1:42:35 time: 2.7153 data_time: 0.0040 memory: 29603 loss: 1.5037 2024/01/29 14:17:38 - mmengine - INFO - Epoch(train) [63][50/78] lr: 1.6773e+00 eta: 1:42:06 time: 2.7261 data_time: 0.0044 memory: 29603 loss: 1.5201 2024/01/29 14:18:05 - mmengine - INFO - Epoch(train) [63][60/78] lr: 1.6632e+00 eta: 1:41:36 time: 2.7241 data_time: 0.0039 memory: 29603 loss: 1.5190 2024/01/29 14:18:33 - mmengine - INFO - Epoch(train) [63][70/78] lr: 1.6491e+00 eta: 1:41:07 time: 2.7310 data_time: 0.0041 memory: 29603 loss: 1.4777 2024/01/29 14:18:54 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:18:54 - mmengine - INFO - Saving checkpoint at 63 epochs 2024/01/29 14:19:04 - mmengine - INFO - Epoch(val) [63][ 10/196] eta: 0:00:42 time: 0.2288 data_time: 0.0199 memory: 29603 2024/01/29 14:19:06 - mmengine - INFO - Epoch(val) [63][ 20/196] eta: 0:00:38 time: 0.2054 data_time: 0.0009 memory: 1845 2024/01/29 14:19:08 - mmengine - INFO - Epoch(val) [63][ 30/196] eta: 0:00:35 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:19:10 - mmengine - INFO - Epoch(val) [63][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 14:19:12 - mmengine - INFO - Epoch(val) [63][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:19:14 - mmengine - INFO - Epoch(val) [63][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:19:16 - mmengine - INFO - Epoch(val) [63][ 70/196] eta: 0:00:26 time: 0.2054 data_time: 0.0009 memory: 1845 2024/01/29 14:19:18 - mmengine - INFO - Epoch(val) [63][ 80/196] eta: 0:00:24 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:19:20 - mmengine - INFO - Epoch(val) [63][ 90/196] eta: 0:00:22 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:19:23 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:19:25 - mmengine - INFO - Epoch(val) [63][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:19:27 - mmengine - INFO - Epoch(val) [63][120/196] eta: 0:00:15 time: 0.2058 data_time: 0.0009 memory: 1845 2024/01/29 14:19:29 - mmengine - INFO - Epoch(val) [63][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 14:19:31 - mmengine - INFO - Epoch(val) [63][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:19:33 - mmengine - INFO - Epoch(val) [63][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:19:35 - mmengine - INFO - Epoch(val) [63][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:19:37 - mmengine - INFO - Epoch(val) [63][170/196] eta: 0:00:05 time: 0.2057 data_time: 0.0008 memory: 1845 2024/01/29 14:19:39 - mmengine - INFO - Epoch(val) [63][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 14:19:41 - mmengine - INFO - Epoch(val) [63][190/196] eta: 0:00:01 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 14:19:52 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 68.4960 accuracy/top5: 87.6900 data_time: 0.0014 time: 0.2049 2024/01/29 14:20:30 - mmengine - INFO - Epoch(train) [64][10/78] lr: 1.6238e+00 eta: 1:40:19 time: 3.8563 data_time: 1.1597 memory: 29603 loss: 1.4974 2024/01/29 14:20:57 - mmengine - INFO - Epoch(train) [64][20/78] lr: 1.6098e+00 eta: 1:39:50 time: 2.7163 data_time: 0.0042 memory: 29603 loss: 1.4925 2024/01/29 14:21:25 - mmengine - INFO - Epoch(train) [64][30/78] lr: 1.5958e+00 eta: 1:39:20 time: 2.7219 data_time: 0.0041 memory: 29603 loss: 1.4787 2024/01/29 14:21:52 - mmengine - INFO - Epoch(train) [64][40/78] lr: 1.5819e+00 eta: 1:38:51 time: 2.7268 data_time: 0.0041 memory: 29603 loss: 1.5385 2024/01/29 14:22:19 - mmengine - INFO - Epoch(train) [64][50/78] lr: 1.5680e+00 eta: 1:38:22 time: 2.7216 data_time: 0.0039 memory: 29603 loss: 1.4933 2024/01/29 14:22:46 - mmengine - INFO - Epoch(train) [64][60/78] lr: 1.5542e+00 eta: 1:37:52 time: 2.6994 data_time: 0.0043 memory: 29603 loss: 1.5089 2024/01/29 14:23:13 - mmengine - INFO - Epoch(train) [64][70/78] lr: 1.5404e+00 eta: 1:37:23 time: 2.7327 data_time: 0.0039 memory: 29603 loss: 1.4877 2024/01/29 14:23:35 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:23:35 - mmengine - INFO - Saving checkpoint at 64 epochs 2024/01/29 14:23:45 - mmengine - INFO - Epoch(val) [64][ 10/196] eta: 0:00:42 time: 0.2269 data_time: 0.0172 memory: 29603 2024/01/29 14:23:47 - mmengine - INFO - Epoch(val) [64][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:23:49 - mmengine - INFO - Epoch(val) [64][ 30/196] eta: 0:00:35 time: 0.2058 data_time: 0.0009 memory: 1845 2024/01/29 14:23:51 - mmengine - INFO - Epoch(val) [64][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:23:53 - mmengine - INFO - Epoch(val) [64][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 14:23:55 - mmengine - INFO - Epoch(val) [64][ 60/196] eta: 0:00:28 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 14:23:57 - mmengine - INFO - Epoch(val) [64][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:23:59 - mmengine - INFO - Epoch(val) [64][ 80/196] eta: 0:00:24 time: 0.2076 data_time: 0.0010 memory: 1845 2024/01/29 14:24:01 - mmengine - INFO - Epoch(val) [64][ 90/196] eta: 0:00:22 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 14:24:03 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:19 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 14:24:05 - mmengine - INFO - Epoch(val) [64][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:24:07 - mmengine - INFO - Epoch(val) [64][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:24:09 - mmengine - INFO - Epoch(val) [64][130/196] eta: 0:00:13 time: 0.2059 data_time: 0.0012 memory: 1845 2024/01/29 14:24:11 - mmengine - INFO - Epoch(val) [64][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:24:13 - mmengine - INFO - Epoch(val) [64][150/196] eta: 0:00:09 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 14:24:16 - mmengine - INFO - Epoch(val) [64][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:24:18 - mmengine - INFO - Epoch(val) [64][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:24:20 - mmengine - INFO - Epoch(val) [64][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 14:24:22 - mmengine - INFO - Epoch(val) [64][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:24:32 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 68.4840 accuracy/top5: 87.8540 data_time: 0.0013 time: 0.2049 2024/01/29 14:25:06 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:25:11 - mmengine - INFO - Epoch(train) [65][10/78] lr: 1.5157e+00 eta: 1:36:35 time: 3.8743 data_time: 1.1237 memory: 29603 loss: 1.4595 2024/01/29 14:25:38 - mmengine - INFO - Epoch(train) [65][20/78] lr: 1.5020e+00 eta: 1:36:06 time: 2.7156 data_time: 0.0036 memory: 29603 loss: 1.4562 2024/01/29 14:26:05 - mmengine - INFO - Epoch(train) [65][30/78] lr: 1.4883e+00 eta: 1:35:36 time: 2.7215 data_time: 0.0044 memory: 29603 loss: 1.4780 2024/01/29 14:26:33 - mmengine - INFO - Epoch(train) [65][40/78] lr: 1.4748e+00 eta: 1:35:07 time: 2.7132 data_time: 0.0038 memory: 29603 loss: 1.4697 2024/01/29 14:27:00 - mmengine - INFO - Epoch(train) [65][50/78] lr: 1.4612e+00 eta: 1:34:38 time: 2.7173 data_time: 0.0038 memory: 29603 loss: 1.4978 2024/01/29 14:27:27 - mmengine - INFO - Epoch(train) [65][60/78] lr: 1.4477e+00 eta: 1:34:08 time: 2.7187 data_time: 0.0068 memory: 29603 loss: 1.4970 2024/01/29 14:27:54 - mmengine - INFO - Epoch(train) [65][70/78] lr: 1.4342e+00 eta: 1:33:39 time: 2.7291 data_time: 0.0040 memory: 29603 loss: 1.5015 2024/01/29 14:28:16 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:28:16 - mmengine - INFO - Saving checkpoint at 65 epochs 2024/01/29 14:28:25 - mmengine - INFO - Epoch(val) [65][ 10/196] eta: 0:00:42 time: 0.2265 data_time: 0.0170 memory: 29603 2024/01/29 14:28:27 - mmengine - INFO - Epoch(val) [65][ 20/196] eta: 0:00:37 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 14:28:29 - mmengine - INFO - Epoch(val) [65][ 30/196] eta: 0:00:35 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 14:28:31 - mmengine - INFO - Epoch(val) [65][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:28:33 - mmengine - INFO - Epoch(val) [65][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:28:36 - mmengine - INFO - Epoch(val) [65][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:28:38 - mmengine - INFO - Epoch(val) [65][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 14:28:40 - mmengine - INFO - Epoch(val) [65][ 80/196] eta: 0:00:24 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 14:28:42 - mmengine - INFO - Epoch(val) [65][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:28:44 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/01/29 14:28:46 - mmengine - INFO - Epoch(val) [65][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:28:48 - mmengine - INFO - Epoch(val) [65][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0005 memory: 1845 2024/01/29 14:28:50 - mmengine - INFO - Epoch(val) [65][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 14:28:52 - mmengine - INFO - Epoch(val) [65][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:28:54 - mmengine - INFO - Epoch(val) [65][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:28:56 - mmengine - INFO - Epoch(val) [65][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 14:28:58 - mmengine - INFO - Epoch(val) [65][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 14:29:00 - mmengine - INFO - Epoch(val) [65][180/196] eta: 0:00:03 time: 0.2056 data_time: 0.0010 memory: 1845 2024/01/29 14:29:02 - mmengine - INFO - Epoch(val) [65][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:29:13 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 68.7220 accuracy/top5: 87.9040 data_time: 0.0013 time: 0.2046 2024/01/29 14:29:52 - mmengine - INFO - Epoch(train) [66][10/78] lr: 1.4101e+00 eta: 1:32:51 time: 3.8830 data_time: 1.0494 memory: 29603 loss: 1.4871 2024/01/29 14:30:19 - mmengine - INFO - Epoch(train) [66][20/78] lr: 1.3968e+00 eta: 1:32:22 time: 2.7172 data_time: 0.0038 memory: 29603 loss: 1.4812 2024/01/29 14:30:46 - mmengine - INFO - Epoch(train) [66][30/78] lr: 1.3835e+00 eta: 1:31:52 time: 2.7243 data_time: 0.0041 memory: 29603 loss: 1.4953 2024/01/29 14:31:13 - mmengine - INFO - Epoch(train) [66][40/78] lr: 1.3703e+00 eta: 1:31:23 time: 2.7278 data_time: 0.0038 memory: 29603 loss: 1.4658 2024/01/29 14:31:40 - mmengine - INFO - Epoch(train) [66][50/78] lr: 1.3571e+00 eta: 1:30:54 time: 2.7165 data_time: 0.0040 memory: 29603 loss: 1.4886 2024/01/29 14:32:08 - mmengine - INFO - Epoch(train) [66][60/78] lr: 1.3439e+00 eta: 1:30:24 time: 2.7044 data_time: 0.0038 memory: 29603 loss: 1.5274 2024/01/29 14:32:35 - mmengine - INFO - Epoch(train) [66][70/78] lr: 1.3308e+00 eta: 1:29:55 time: 2.7273 data_time: 0.0039 memory: 29603 loss: 1.5237 2024/01/29 14:32:56 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:32:56 - mmengine - INFO - Saving checkpoint at 66 epochs 2024/01/29 14:33:06 - mmengine - INFO - Epoch(val) [66][ 10/196] eta: 0:00:42 time: 0.2267 data_time: 0.0174 memory: 29603 2024/01/29 14:33:08 - mmengine - INFO - Epoch(val) [66][ 20/196] eta: 0:00:38 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 14:33:10 - mmengine - INFO - Epoch(val) [66][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:33:12 - mmengine - INFO - Epoch(val) [66][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:33:14 - mmengine - INFO - Epoch(val) [66][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:33:16 - mmengine - INFO - Epoch(val) [66][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:33:18 - mmengine - INFO - Epoch(val) [66][ 70/196] eta: 0:00:26 time: 0.2058 data_time: 0.0013 memory: 1845 2024/01/29 14:33:20 - mmengine - INFO - Epoch(val) [66][ 80/196] eta: 0:00:24 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 14:33:23 - mmengine - INFO - Epoch(val) [66][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:33:25 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 14:33:27 - mmengine - INFO - Epoch(val) [66][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:33:29 - mmengine - INFO - Epoch(val) [66][120/196] eta: 0:00:15 time: 0.2054 data_time: 0.0009 memory: 1845 2024/01/29 14:33:31 - mmengine - INFO - Epoch(val) [66][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:33:33 - mmengine - INFO - Epoch(val) [66][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:33:35 - mmengine - INFO - Epoch(val) [66][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:33:37 - mmengine - INFO - Epoch(val) [66][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 14:33:39 - mmengine - INFO - Epoch(val) [66][170/196] eta: 0:00:05 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 14:33:41 - mmengine - INFO - Epoch(val) [66][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:33:43 - mmengine - INFO - Epoch(val) [66][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 14:33:54 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 68.6700 accuracy/top5: 87.9520 data_time: 0.0013 time: 0.2047 2024/01/29 14:34:32 - mmengine - INFO - Epoch(train) [67][10/78] lr: 1.3074e+00 eta: 1:29:07 time: 3.8694 data_time: 1.1242 memory: 29603 loss: 1.4750 2024/01/29 14:34:59 - mmengine - INFO - Epoch(train) [67][20/78] lr: 1.2944e+00 eta: 1:28:37 time: 2.7009 data_time: 0.0033 memory: 29603 loss: 1.4763 2024/01/29 14:35:26 - mmengine - INFO - Epoch(train) [67][30/78] lr: 1.2815e+00 eta: 1:28:08 time: 2.6936 data_time: 0.0039 memory: 29603 loss: 1.4914 2024/01/29 14:35:53 - mmengine - INFO - Epoch(train) [67][40/78] lr: 1.2686e+00 eta: 1:27:39 time: 2.7216 data_time: 0.0046 memory: 29603 loss: 1.4816 2024/01/29 14:36:21 - mmengine - INFO - Epoch(train) [67][50/78] lr: 1.2558e+00 eta: 1:27:09 time: 2.7100 data_time: 0.0038 memory: 29603 loss: 1.4623 2024/01/29 14:36:48 - mmengine - INFO - Epoch(train) [67][60/78] lr: 1.2430e+00 eta: 1:26:40 time: 2.7165 data_time: 0.0037 memory: 29603 loss: 1.4623 2024/01/29 14:37:15 - mmengine - INFO - Epoch(train) [67][70/78] lr: 1.2303e+00 eta: 1:26:11 time: 2.7235 data_time: 0.0040 memory: 29603 loss: 1.4711 2024/01/29 14:37:37 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:37:37 - mmengine - INFO - Saving checkpoint at 67 epochs 2024/01/29 14:37:46 - mmengine - INFO - Epoch(val) [67][ 10/196] eta: 0:00:42 time: 0.2263 data_time: 0.0172 memory: 29603 2024/01/29 14:37:49 - mmengine - INFO - Epoch(val) [67][ 20/196] eta: 0:00:37 time: 0.2054 data_time: 0.0009 memory: 1845 2024/01/29 14:37:51 - mmengine - INFO - Epoch(val) [67][ 30/196] eta: 0:00:35 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:37:53 - mmengine - INFO - Epoch(val) [67][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:37:55 - mmengine - INFO - Epoch(val) [67][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 14:37:57 - mmengine - INFO - Epoch(val) [67][ 60/196] eta: 0:00:28 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 14:37:59 - mmengine - INFO - Epoch(val) [67][ 70/196] eta: 0:00:26 time: 0.2056 data_time: 0.0009 memory: 1845 2024/01/29 14:38:01 - mmengine - INFO - Epoch(val) [67][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:38:03 - mmengine - INFO - Epoch(val) [67][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:38:05 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:19 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 14:38:07 - mmengine - INFO - Epoch(val) [67][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:38:09 - mmengine - INFO - Epoch(val) [67][120/196] eta: 0:00:15 time: 0.2056 data_time: 0.0009 memory: 1845 2024/01/29 14:38:11 - mmengine - INFO - Epoch(val) [67][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:38:13 - mmengine - INFO - Epoch(val) [67][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:38:15 - mmengine - INFO - Epoch(val) [67][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:38:17 - mmengine - INFO - Epoch(val) [67][160/196] eta: 0:00:07 time: 0.2135 data_time: 0.0004 memory: 1845 2024/01/29 14:38:19 - mmengine - INFO - Epoch(val) [67][170/196] eta: 0:00:05 time: 0.2056 data_time: 0.0008 memory: 1845 2024/01/29 14:38:21 - mmengine - INFO - Epoch(val) [67][180/196] eta: 0:00:03 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:38:23 - mmengine - INFO - Epoch(val) [67][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:38:34 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 68.9280 accuracy/top5: 87.8620 data_time: 0.0013 time: 0.2052 2024/01/29 14:39:13 - mmengine - INFO - Epoch(train) [68][10/78] lr: 1.2075e+00 eta: 1:25:22 time: 3.8786 data_time: 1.1333 memory: 29603 loss: 1.4647 2024/01/29 14:39:40 - mmengine - INFO - Epoch(train) [68][20/78] lr: 1.1950e+00 eta: 1:24:53 time: 2.7033 data_time: 0.0038 memory: 29603 loss: 1.4647 2024/01/29 14:40:07 - mmengine - INFO - Epoch(train) [68][30/78] lr: 1.1824e+00 eta: 1:24:24 time: 2.7031 data_time: 0.0043 memory: 29603 loss: 1.4533 2024/01/29 14:40:34 - mmengine - INFO - Epoch(train) [68][40/78] lr: 1.1699e+00 eta: 1:23:54 time: 2.7127 data_time: 0.0038 memory: 29603 loss: 1.4783 2024/01/29 14:41:01 - mmengine - INFO - Epoch(train) [68][50/78] lr: 1.1575e+00 eta: 1:23:25 time: 2.7122 data_time: 0.0039 memory: 29603 loss: 1.4631 2024/01/29 14:41:28 - mmengine - INFO - Epoch(train) [68][60/78] lr: 1.1451e+00 eta: 1:22:56 time: 2.7115 data_time: 0.0038 memory: 29603 loss: 1.4607 2024/01/29 14:41:56 - mmengine - INFO - Epoch(train) [68][70/78] lr: 1.1328e+00 eta: 1:22:27 time: 2.7301 data_time: 0.0042 memory: 29603 loss: 1.5002 2024/01/29 14:42:17 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:42:17 - mmengine - INFO - Saving checkpoint at 68 epochs 2024/01/29 14:42:27 - mmengine - INFO - Epoch(val) [68][ 10/196] eta: 0:00:41 time: 0.2240 data_time: 0.0172 memory: 29603 2024/01/29 14:42:29 - mmengine - INFO - Epoch(val) [68][ 20/196] eta: 0:00:37 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 14:42:31 - mmengine - INFO - Epoch(val) [68][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:42:33 - mmengine - INFO - Epoch(val) [68][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:42:35 - mmengine - INFO - Epoch(val) [68][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:42:37 - mmengine - INFO - Epoch(val) [68][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:42:39 - mmengine - INFO - Epoch(val) [68][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 14:42:41 - mmengine - INFO - Epoch(val) [68][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:42:43 - mmengine - INFO - Epoch(val) [68][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:42:45 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:42:48 - mmengine - INFO - Epoch(val) [68][110/196] eta: 0:00:17 time: 0.2052 data_time: 0.0005 memory: 1845 2024/01/29 14:42:50 - mmengine - INFO - Epoch(val) [68][120/196] eta: 0:00:15 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 14:42:52 - mmengine - INFO - Epoch(val) [68][130/196] eta: 0:00:13 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:42:54 - mmengine - INFO - Epoch(val) [68][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:42:56 - mmengine - INFO - Epoch(val) [68][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:42:58 - mmengine - INFO - Epoch(val) [68][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 14:43:00 - mmengine - INFO - Epoch(val) [68][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 14:43:02 - mmengine - INFO - Epoch(val) [68][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:43:04 - mmengine - INFO - Epoch(val) [68][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:43:14 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 68.8340 accuracy/top5: 87.9260 data_time: 0.0012 time: 0.2044 2024/01/29 14:43:53 - mmengine - INFO - Epoch(train) [69][10/78] lr: 1.1108e+00 eta: 1:21:38 time: 3.8678 data_time: 1.1524 memory: 29603 loss: 1.4534 2024/01/29 14:44:20 - mmengine - INFO - Epoch(train) [69][20/78] lr: 1.0986e+00 eta: 1:21:09 time: 2.7041 data_time: 0.0041 memory: 29603 loss: 1.4365 2024/01/29 14:44:47 - mmengine - INFO - Epoch(train) [69][30/78] lr: 1.0865e+00 eta: 1:20:40 time: 2.7206 data_time: 0.0039 memory: 29603 loss: 1.4676 2024/01/29 14:45:15 - mmengine - INFO - Epoch(train) [69][40/78] lr: 1.0744e+00 eta: 1:20:10 time: 2.7178 data_time: 0.0039 memory: 29603 loss: 1.4410 2024/01/29 14:45:42 - mmengine - INFO - Epoch(train) [69][50/78] lr: 1.0624e+00 eta: 1:19:41 time: 2.7051 data_time: 0.0040 memory: 29603 loss: 1.4522 2024/01/29 14:46:09 - mmengine - INFO - Epoch(train) [69][60/78] lr: 1.0504e+00 eta: 1:19:12 time: 2.6949 data_time: 0.0104 memory: 29603 loss: 1.4832 2024/01/29 14:46:36 - mmengine - INFO - Epoch(train) [69][70/78] lr: 1.0385e+00 eta: 1:18:43 time: 2.7237 data_time: 0.0041 memory: 29603 loss: 1.4470 2024/01/29 14:46:57 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:46:57 - mmengine - INFO - Saving checkpoint at 69 epochs 2024/01/29 14:47:07 - mmengine - INFO - Epoch(val) [69][ 10/196] eta: 0:00:41 time: 0.2248 data_time: 0.0167 memory: 29603 2024/01/29 14:47:09 - mmengine - INFO - Epoch(val) [69][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 14:47:11 - mmengine - INFO - Epoch(val) [69][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 14:47:13 - mmengine - INFO - Epoch(val) [69][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:47:15 - mmengine - INFO - Epoch(val) [69][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:47:17 - mmengine - INFO - Epoch(val) [69][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:47:19 - mmengine - INFO - Epoch(val) [69][ 70/196] eta: 0:00:26 time: 0.2056 data_time: 0.0009 memory: 1845 2024/01/29 14:47:21 - mmengine - INFO - Epoch(val) [69][ 80/196] eta: 0:00:24 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 14:47:23 - mmengine - INFO - Epoch(val) [69][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:47:25 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:47:27 - mmengine - INFO - Epoch(val) [69][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:47:29 - mmengine - INFO - Epoch(val) [69][120/196] eta: 0:00:15 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 14:47:31 - mmengine - INFO - Epoch(val) [69][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:47:34 - mmengine - INFO - Epoch(val) [69][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:47:36 - mmengine - INFO - Epoch(val) [69][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:47:38 - mmengine - INFO - Epoch(val) [69][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:47:40 - mmengine - INFO - Epoch(val) [69][170/196] eta: 0:00:05 time: 0.2056 data_time: 0.0011 memory: 1845 2024/01/29 14:47:42 - mmengine - INFO - Epoch(val) [69][180/196] eta: 0:00:03 time: 0.2128 data_time: 0.0003 memory: 1845 2024/01/29 14:47:44 - mmengine - INFO - Epoch(val) [69][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:47:54 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 68.8980 accuracy/top5: 88.0180 data_time: 0.0013 time: 0.2050 2024/01/29 14:48:33 - mmengine - INFO - Epoch(train) [70][10/78] lr: 1.0172e+00 eta: 1:17:54 time: 3.8960 data_time: 1.1556 memory: 29603 loss: 1.4651 2024/01/29 14:49:00 - mmengine - INFO - Epoch(train) [70][20/78] lr: 1.0055e+00 eta: 1:17:25 time: 2.7086 data_time: 0.0039 memory: 29603 loss: 1.4502 2024/01/29 14:49:28 - mmengine - INFO - Epoch(train) [70][30/78] lr: 9.9376e-01 eta: 1:16:56 time: 2.7387 data_time: 0.0039 memory: 29603 loss: 1.4777 2024/01/29 14:49:55 - mmengine - INFO - Epoch(train) [70][40/78] lr: 9.8212e-01 eta: 1:16:26 time: 2.7114 data_time: 0.0039 memory: 29603 loss: 1.4558 2024/01/29 14:50:22 - mmengine - INFO - Epoch(train) [70][50/78] lr: 9.7054e-01 eta: 1:15:57 time: 2.7098 data_time: 0.0040 memory: 29603 loss: 1.4800 2024/01/29 14:50:49 - mmengine - INFO - Epoch(train) [70][60/78] lr: 9.5901e-01 eta: 1:15:28 time: 2.7172 data_time: 0.0036 memory: 29603 loss: 1.4395 2024/01/29 14:51:16 - mmengine - INFO - Epoch(train) [70][70/78] lr: 9.4753e-01 eta: 1:14:59 time: 2.7187 data_time: 0.0042 memory: 29603 loss: 1.4841 2024/01/29 14:51:38 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:51:38 - mmengine - INFO - Saving checkpoint at 70 epochs 2024/01/29 14:51:47 - mmengine - INFO - Epoch(val) [70][ 10/196] eta: 0:00:42 time: 0.2270 data_time: 0.0190 memory: 29603 2024/01/29 14:51:49 - mmengine - INFO - Epoch(val) [70][ 20/196] eta: 0:00:38 time: 0.2049 data_time: 0.0005 memory: 1845 2024/01/29 14:51:52 - mmengine - INFO - Epoch(val) [70][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 14:51:54 - mmengine - INFO - Epoch(val) [70][ 40/196] eta: 0:00:32 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 14:51:56 - mmengine - INFO - Epoch(val) [70][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:51:58 - mmengine - INFO - Epoch(val) [70][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:52:00 - mmengine - INFO - Epoch(val) [70][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 14:52:02 - mmengine - INFO - Epoch(val) [70][ 80/196] eta: 0:00:24 time: 0.2050 data_time: 0.0007 memory: 1845 2024/01/29 14:52:04 - mmengine - INFO - Epoch(val) [70][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:52:06 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 14:52:08 - mmengine - INFO - Epoch(val) [70][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:52:10 - mmengine - INFO - Epoch(val) [70][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 14:52:12 - mmengine - INFO - Epoch(val) [70][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0006 memory: 1845 2024/01/29 14:52:14 - mmengine - INFO - Epoch(val) [70][140/196] eta: 0:00:11 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 14:52:16 - mmengine - INFO - Epoch(val) [70][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:52:18 - mmengine - INFO - Epoch(val) [70][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:52:20 - mmengine - INFO - Epoch(val) [70][170/196] eta: 0:00:05 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 14:52:22 - mmengine - INFO - Epoch(val) [70][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0006 memory: 1845 2024/01/29 14:52:24 - mmengine - INFO - Epoch(val) [70][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 14:52:35 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 69.0000 accuracy/top5: 88.0660 data_time: 0.0014 time: 0.2047 2024/01/29 14:53:14 - mmengine - INFO - Epoch(train) [71][10/78] lr: 9.2703e-01 eta: 1:14:10 time: 3.8686 data_time: 1.1656 memory: 29603 loss: 1.4434 2024/01/29 14:53:41 - mmengine - INFO - Epoch(train) [71][20/78] lr: 9.1572e-01 eta: 1:13:41 time: 2.7134 data_time: 0.0041 memory: 29603 loss: 1.4209 2024/01/29 14:54:08 - mmengine - INFO - Epoch(train) [71][30/78] lr: 9.0446e-01 eta: 1:13:11 time: 2.7282 data_time: 0.0038 memory: 29603 loss: 1.4534 2024/01/29 14:54:35 - mmengine - INFO - Epoch(train) [71][40/78] lr: 8.9327e-01 eta: 1:12:42 time: 2.7160 data_time: 0.0043 memory: 29603 loss: 1.4389 2024/01/29 14:55:02 - mmengine - INFO - Epoch(train) [71][50/78] lr: 8.8213e-01 eta: 1:12:13 time: 2.7063 data_time: 0.0042 memory: 29603 loss: 1.4916 2024/01/29 14:55:30 - mmengine - INFO - Epoch(train) [71][60/78] lr: 8.7105e-01 eta: 1:11:44 time: 2.7206 data_time: 0.0041 memory: 29603 loss: 1.4624 2024/01/29 14:55:57 - mmengine - INFO - Epoch(train) [71][70/78] lr: 8.6003e-01 eta: 1:11:15 time: 2.7148 data_time: 0.0043 memory: 29603 loss: 1.4511 2024/01/29 14:56:18 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 14:56:18 - mmengine - INFO - Saving checkpoint at 71 epochs 2024/01/29 14:56:28 - mmengine - INFO - Epoch(val) [71][ 10/196] eta: 0:00:42 time: 0.2258 data_time: 0.0172 memory: 29603 2024/01/29 14:56:30 - mmengine - INFO - Epoch(val) [71][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 14:56:32 - mmengine - INFO - Epoch(val) [71][ 30/196] eta: 0:00:35 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 14:56:34 - mmengine - INFO - Epoch(val) [71][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:56:36 - mmengine - INFO - Epoch(val) [71][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:56:38 - mmengine - INFO - Epoch(val) [71][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 14:56:40 - mmengine - INFO - Epoch(val) [71][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 14:56:42 - mmengine - INFO - Epoch(val) [71][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:56:44 - mmengine - INFO - Epoch(val) [71][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:56:47 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:56:49 - mmengine - INFO - Epoch(val) [71][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 14:56:51 - mmengine - INFO - Epoch(val) [71][120/196] eta: 0:00:15 time: 0.2057 data_time: 0.0013 memory: 1845 2024/01/29 14:56:53 - mmengine - INFO - Epoch(val) [71][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 14:56:55 - mmengine - INFO - Epoch(val) [71][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 14:56:57 - mmengine - INFO - Epoch(val) [71][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:56:59 - mmengine - INFO - Epoch(val) [71][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 14:57:01 - mmengine - INFO - Epoch(val) [71][170/196] eta: 0:00:05 time: 0.2055 data_time: 0.0006 memory: 1845 2024/01/29 14:57:03 - mmengine - INFO - Epoch(val) [71][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 14:57:05 - mmengine - INFO - Epoch(val) [71][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 14:57:15 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 69.0900 accuracy/top5: 88.0260 data_time: 0.0013 time: 0.2046 2024/01/29 14:57:54 - mmengine - INFO - Epoch(train) [72][10/78] lr: 8.4035e-01 eta: 1:10:26 time: 3.8533 data_time: 1.1548 memory: 29603 loss: 1.4207 2024/01/29 14:58:21 - mmengine - INFO - Epoch(train) [72][20/78] lr: 8.2950e-01 eta: 1:09:56 time: 2.6974 data_time: 0.0039 memory: 29603 loss: 1.4208 2024/01/29 14:58:48 - mmengine - INFO - Epoch(train) [72][30/78] lr: 8.1871e-01 eta: 1:09:27 time: 2.6984 data_time: 0.0039 memory: 29603 loss: 1.4260 2024/01/29 14:59:15 - mmengine - INFO - Epoch(train) [72][40/78] lr: 8.0797e-01 eta: 1:08:58 time: 2.7007 data_time: 0.0038 memory: 29603 loss: 1.4728 2024/01/29 14:59:42 - mmengine - INFO - Epoch(train) [72][50/78] lr: 7.9730e-01 eta: 1:08:29 time: 2.7247 data_time: 0.0042 memory: 29603 loss: 1.4370 2024/01/29 15:00:09 - mmengine - INFO - Epoch(train) [72][60/78] lr: 7.8669e-01 eta: 1:08:00 time: 2.7288 data_time: 0.0038 memory: 29603 loss: 1.4551 2024/01/29 15:00:37 - mmengine - INFO - Epoch(train) [72][70/78] lr: 7.7614e-01 eta: 1:07:31 time: 2.7125 data_time: 0.0044 memory: 29603 loss: 1.4592 2024/01/29 15:00:58 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:00:58 - mmengine - INFO - Saving checkpoint at 72 epochs 2024/01/29 15:01:08 - mmengine - INFO - Epoch(val) [72][ 10/196] eta: 0:00:42 time: 0.2261 data_time: 0.0174 memory: 29603 2024/01/29 15:01:10 - mmengine - INFO - Epoch(val) [72][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:01:12 - mmengine - INFO - Epoch(val) [72][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0008 memory: 1845 2024/01/29 15:01:14 - mmengine - INFO - Epoch(val) [72][ 40/196] eta: 0:00:32 time: 0.2070 data_time: 0.0003 memory: 1845 2024/01/29 15:01:16 - mmengine - INFO - Epoch(val) [72][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:01:18 - mmengine - INFO - Epoch(val) [72][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 15:01:20 - mmengine - INFO - Epoch(val) [72][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:01:22 - mmengine - INFO - Epoch(val) [72][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0011 memory: 1845 2024/01/29 15:01:24 - mmengine - INFO - Epoch(val) [72][ 90/196] eta: 0:00:21 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 15:01:26 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:01:28 - mmengine - INFO - Epoch(val) [72][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:01:30 - mmengine - INFO - Epoch(val) [72][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:01:32 - mmengine - INFO - Epoch(val) [72][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 15:01:34 - mmengine - INFO - Epoch(val) [72][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:01:36 - mmengine - INFO - Epoch(val) [72][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:01:38 - mmengine - INFO - Epoch(val) [72][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:01:40 - mmengine - INFO - Epoch(val) [72][170/196] eta: 0:00:05 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 15:01:42 - mmengine - INFO - Epoch(val) [72][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 15:01:44 - mmengine - INFO - Epoch(val) [72][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:01:55 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 69.0860 accuracy/top5: 88.0680 data_time: 0.0013 time: 0.2047 2024/01/29 15:02:34 - mmengine - INFO - Epoch(train) [73][10/78] lr: 7.5731e-01 eta: 1:06:41 time: 3.8670 data_time: 1.1126 memory: 29603 loss: 1.4479 2024/01/29 15:03:01 - mmengine - INFO - Epoch(train) [73][20/78] lr: 7.4693e-01 eta: 1:06:12 time: 2.7460 data_time: 0.0044 memory: 29603 loss: 1.4344 2024/01/29 15:03:28 - mmengine - INFO - Epoch(train) [73][30/78] lr: 7.3662e-01 eta: 1:05:43 time: 2.7013 data_time: 0.0040 memory: 29603 loss: 1.4601 2024/01/29 15:03:55 - mmengine - INFO - Epoch(train) [73][40/78] lr: 7.2637e-01 eta: 1:05:14 time: 2.7158 data_time: 0.0038 memory: 29603 loss: 1.4494 2024/01/29 15:04:22 - mmengine - INFO - Epoch(train) [73][50/78] lr: 7.1618e-01 eta: 1:04:45 time: 2.7238 data_time: 0.0044 memory: 29603 loss: 1.4451 2024/01/29 15:04:50 - mmengine - INFO - Epoch(train) [73][60/78] lr: 7.0605e-01 eta: 1:04:16 time: 2.7172 data_time: 0.0038 memory: 29603 loss: 1.4426 2024/01/29 15:05:17 - mmengine - INFO - Epoch(train) [73][70/78] lr: 6.9599e-01 eta: 1:03:47 time: 2.7116 data_time: 0.0041 memory: 29603 loss: 1.4820 2024/01/29 15:05:38 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:05:38 - mmengine - INFO - Saving checkpoint at 73 epochs 2024/01/29 15:05:47 - mmengine - INFO - Epoch(val) [73][ 10/196] eta: 0:00:41 time: 0.2249 data_time: 0.0171 memory: 29603 2024/01/29 15:05:50 - mmengine - INFO - Epoch(val) [73][ 20/196] eta: 0:00:37 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:05:52 - mmengine - INFO - Epoch(val) [73][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 15:05:54 - mmengine - INFO - Epoch(val) [73][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:05:56 - mmengine - INFO - Epoch(val) [73][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:05:58 - mmengine - INFO - Epoch(val) [73][ 60/196] eta: 0:00:28 time: 0.2073 data_time: 0.0005 memory: 1845 2024/01/29 15:06:00 - mmengine - INFO - Epoch(val) [73][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:06:02 - mmengine - INFO - Epoch(val) [73][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0011 memory: 1845 2024/01/29 15:06:04 - mmengine - INFO - Epoch(val) [73][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:06:06 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:06:08 - mmengine - INFO - Epoch(val) [73][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:06:10 - mmengine - INFO - Epoch(val) [73][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:06:12 - mmengine - INFO - Epoch(val) [73][130/196] eta: 0:00:13 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 15:06:14 - mmengine - INFO - Epoch(val) [73][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:06:16 - mmengine - INFO - Epoch(val) [73][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:06:18 - mmengine - INFO - Epoch(val) [73][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:06:20 - mmengine - INFO - Epoch(val) [73][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:06:22 - mmengine - INFO - Epoch(val) [73][180/196] eta: 0:00:03 time: 0.2056 data_time: 0.0009 memory: 1845 2024/01/29 15:06:24 - mmengine - INFO - Epoch(val) [73][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:06:35 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 69.3340 accuracy/top5: 88.0760 data_time: 0.0013 time: 0.2046 2024/01/29 15:07:14 - mmengine - INFO - Epoch(train) [74][10/78] lr: 6.7803e-01 eta: 1:02:57 time: 3.8886 data_time: 1.1142 memory: 29603 loss: 1.4270 2024/01/29 15:07:41 - mmengine - INFO - Epoch(train) [74][20/78] lr: 6.6815e-01 eta: 1:02:28 time: 2.6927 data_time: 0.0038 memory: 29603 loss: 1.4494 2024/01/29 15:08:08 - mmengine - INFO - Epoch(train) [74][30/78] lr: 6.5833e-01 eta: 1:01:59 time: 2.7062 data_time: 0.0038 memory: 29603 loss: 1.4316 2024/01/29 15:08:35 - mmengine - INFO - Epoch(train) [74][40/78] lr: 6.4857e-01 eta: 1:01:30 time: 2.7190 data_time: 0.0037 memory: 29603 loss: 1.4386 2024/01/29 15:09:02 - mmengine - INFO - Epoch(train) [74][50/78] lr: 6.3888e-01 eta: 1:01:01 time: 2.7010 data_time: 0.0039 memory: 29603 loss: 1.4410 2024/01/29 15:09:29 - mmengine - INFO - Epoch(train) [74][60/78] lr: 6.2926e-01 eta: 1:00:32 time: 2.7197 data_time: 0.0038 memory: 29603 loss: 1.4622 2024/01/29 15:09:57 - mmengine - INFO - Epoch(train) [74][70/78] lr: 6.1969e-01 eta: 1:00:03 time: 2.7162 data_time: 0.0044 memory: 29603 loss: 1.4662 2024/01/29 15:10:18 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:10:18 - mmengine - INFO - Saving checkpoint at 74 epochs 2024/01/29 15:10:28 - mmengine - INFO - Epoch(val) [74][ 10/196] eta: 0:00:42 time: 0.2276 data_time: 0.0183 memory: 29603 2024/01/29 15:10:30 - mmengine - INFO - Epoch(val) [74][ 20/196] eta: 0:00:38 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 15:10:32 - mmengine - INFO - Epoch(val) [74][ 30/196] eta: 0:00:35 time: 0.2045 data_time: 0.0003 memory: 1845 2024/01/29 15:10:34 - mmengine - INFO - Epoch(val) [74][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:10:36 - mmengine - INFO - Epoch(val) [74][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:10:38 - mmengine - INFO - Epoch(val) [74][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0005 memory: 1845 2024/01/29 15:10:40 - mmengine - INFO - Epoch(val) [74][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 15:10:42 - mmengine - INFO - Epoch(val) [74][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:10:44 - mmengine - INFO - Epoch(val) [74][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:10:46 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:10:48 - mmengine - INFO - Epoch(val) [74][110/196] eta: 0:00:17 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 15:10:50 - mmengine - INFO - Epoch(val) [74][120/196] eta: 0:00:15 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 15:10:52 - mmengine - INFO - Epoch(val) [74][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:10:54 - mmengine - INFO - Epoch(val) [74][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:10:56 - mmengine - INFO - Epoch(val) [74][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:10:58 - mmengine - INFO - Epoch(val) [74][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 15:11:01 - mmengine - INFO - Epoch(val) [74][170/196] eta: 0:00:05 time: 0.2054 data_time: 0.0006 memory: 1845 2024/01/29 15:11:03 - mmengine - INFO - Epoch(val) [74][180/196] eta: 0:00:03 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:11:05 - mmengine - INFO - Epoch(val) [74][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:11:15 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 69.3160 accuracy/top5: 88.1720 data_time: 0.0013 time: 0.2046 2024/01/29 15:11:54 - mmengine - INFO - Epoch(train) [75][10/78] lr: 6.0265e-01 eta: 0:59:13 time: 3.8770 data_time: 1.1473 memory: 29603 loss: 1.4281 2024/01/29 15:12:21 - mmengine - INFO - Epoch(train) [75][20/78] lr: 5.9327e-01 eta: 0:58:44 time: 2.7114 data_time: 0.0038 memory: 29603 loss: 1.4524 2024/01/29 15:12:48 - mmengine - INFO - Epoch(train) [75][30/78] lr: 5.8396e-01 eta: 0:58:15 time: 2.7277 data_time: 0.0055 memory: 29603 loss: 1.4233 2024/01/29 15:13:16 - mmengine - INFO - Epoch(train) [75][40/78] lr: 5.7472e-01 eta: 0:57:46 time: 2.7194 data_time: 0.0041 memory: 29603 loss: 1.4375 2024/01/29 15:13:43 - mmengine - INFO - Epoch(train) [75][50/78] lr: 5.6554e-01 eta: 0:57:17 time: 2.7163 data_time: 0.0038 memory: 29603 loss: 1.4314 2024/01/29 15:14:10 - mmengine - INFO - Epoch(train) [75][60/78] lr: 5.5642e-01 eta: 0:56:48 time: 2.7133 data_time: 0.0040 memory: 29603 loss: 1.4341 2024/01/29 15:14:37 - mmengine - INFO - Epoch(train) [75][70/78] lr: 5.4738e-01 eta: 0:56:19 time: 2.7087 data_time: 0.0040 memory: 29603 loss: 1.4235 2024/01/29 15:14:59 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:14:59 - mmengine - INFO - Saving checkpoint at 75 epochs 2024/01/29 15:15:08 - mmengine - INFO - Epoch(val) [75][ 10/196] eta: 0:00:42 time: 0.2259 data_time: 0.0173 memory: 29603 2024/01/29 15:15:11 - mmengine - INFO - Epoch(val) [75][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:15:13 - mmengine - INFO - Epoch(val) [75][ 30/196] eta: 0:00:35 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 15:15:15 - mmengine - INFO - Epoch(val) [75][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:15:17 - mmengine - INFO - Epoch(val) [75][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:15:19 - mmengine - INFO - Epoch(val) [75][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:15:21 - mmengine - INFO - Epoch(val) [75][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:15:23 - mmengine - INFO - Epoch(val) [75][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 15:15:25 - mmengine - INFO - Epoch(val) [75][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:15:27 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:15:29 - mmengine - INFO - Epoch(val) [75][110/196] eta: 0:00:17 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 15:15:31 - mmengine - INFO - Epoch(val) [75][120/196] eta: 0:00:15 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 15:15:33 - mmengine - INFO - Epoch(val) [75][130/196] eta: 0:00:13 time: 0.2056 data_time: 0.0009 memory: 1845 2024/01/29 15:15:35 - mmengine - INFO - Epoch(val) [75][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:15:37 - mmengine - INFO - Epoch(val) [75][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:15:39 - mmengine - INFO - Epoch(val) [75][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 15:15:41 - mmengine - INFO - Epoch(val) [75][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 15:15:43 - mmengine - INFO - Epoch(val) [75][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 15:15:45 - mmengine - INFO - Epoch(val) [75][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:15:56 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 69.2120 accuracy/top5: 88.1900 data_time: 0.0013 time: 0.2047 2024/01/29 15:16:34 - mmengine - INFO - Epoch(train) [76][10/78] lr: 5.3127e-01 eta: 0:55:29 time: 3.8560 data_time: 1.1155 memory: 29603 loss: 1.4143 2024/01/29 15:17:01 - mmengine - INFO - Epoch(train) [76][20/78] lr: 5.2241e-01 eta: 0:55:00 time: 2.7045 data_time: 0.0038 memory: 29603 loss: 1.4570 2024/01/29 15:17:29 - mmengine - INFO - Epoch(train) [76][30/78] lr: 5.1362e-01 eta: 0:54:31 time: 2.7146 data_time: 0.0040 memory: 29603 loss: 1.4047 2024/01/29 15:17:56 - mmengine - INFO - Epoch(train) [76][40/78] lr: 5.0490e-01 eta: 0:54:02 time: 2.7228 data_time: 0.0038 memory: 29603 loss: 1.4208 2024/01/29 15:18:23 - mmengine - INFO - Epoch(train) [76][50/78] lr: 4.9625e-01 eta: 0:53:33 time: 2.7055 data_time: 0.0040 memory: 29603 loss: 1.4438 2024/01/29 15:18:50 - mmengine - INFO - Epoch(train) [76][60/78] lr: 4.8767e-01 eta: 0:53:04 time: 2.7116 data_time: 0.0039 memory: 29603 loss: 1.4592 2024/01/29 15:19:17 - mmengine - INFO - Epoch(train) [76][70/78] lr: 4.7916e-01 eta: 0:52:35 time: 2.7151 data_time: 0.0047 memory: 29603 loss: 1.4260 2024/01/29 15:19:39 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:19:39 - mmengine - INFO - Saving checkpoint at 76 epochs 2024/01/29 15:19:49 - mmengine - INFO - Epoch(val) [76][ 10/196] eta: 0:00:42 time: 0.2259 data_time: 0.0172 memory: 29603 2024/01/29 15:19:51 - mmengine - INFO - Epoch(val) [76][ 20/196] eta: 0:00:37 time: 0.2058 data_time: 0.0013 memory: 1845 2024/01/29 15:19:53 - mmengine - INFO - Epoch(val) [76][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:19:55 - mmengine - INFO - Epoch(val) [76][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:19:57 - mmengine - INFO - Epoch(val) [76][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:19:59 - mmengine - INFO - Epoch(val) [76][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:20:01 - mmengine - INFO - Epoch(val) [76][ 70/196] eta: 0:00:26 time: 0.2055 data_time: 0.0007 memory: 1845 2024/01/29 15:20:03 - mmengine - INFO - Epoch(val) [76][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 15:20:05 - mmengine - INFO - Epoch(val) [76][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:20:07 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:20:09 - mmengine - INFO - Epoch(val) [76][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:20:11 - mmengine - INFO - Epoch(val) [76][120/196] eta: 0:00:15 time: 0.2055 data_time: 0.0010 memory: 1845 2024/01/29 15:20:13 - mmengine - INFO - Epoch(val) [76][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:20:15 - mmengine - INFO - Epoch(val) [76][140/196] eta: 0:00:11 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 15:20:17 - mmengine - INFO - Epoch(val) [76][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:20:19 - mmengine - INFO - Epoch(val) [76][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:20:21 - mmengine - INFO - Epoch(val) [76][170/196] eta: 0:00:05 time: 0.2055 data_time: 0.0008 memory: 1845 2024/01/29 15:20:23 - mmengine - INFO - Epoch(val) [76][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:20:26 - mmengine - INFO - Epoch(val) [76][190/196] eta: 0:00:01 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 15:20:36 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 69.4300 accuracy/top5: 88.1960 data_time: 0.0013 time: 0.2047 2024/01/29 15:21:15 - mmengine - INFO - Epoch(train) [77][10/78] lr: 4.6400e-01 eta: 0:51:45 time: 3.9001 data_time: 1.0430 memory: 29603 loss: 1.4071 2024/01/29 15:21:42 - mmengine - INFO - Epoch(train) [77][20/78] lr: 4.5568e-01 eta: 0:51:16 time: 2.7048 data_time: 0.0048 memory: 29603 loss: 1.4288 2024/01/29 15:22:09 - mmengine - INFO - Epoch(train) [77][30/78] lr: 4.4743e-01 eta: 0:50:47 time: 2.7175 data_time: 0.0040 memory: 29603 loss: 1.4175 2024/01/29 15:22:37 - mmengine - INFO - Epoch(train) [77][40/78] lr: 4.3925e-01 eta: 0:50:18 time: 2.7139 data_time: 0.0037 memory: 29603 loss: 1.4239 2024/01/29 15:23:04 - mmengine - INFO - Epoch(train) [77][50/78] lr: 4.3114e-01 eta: 0:49:49 time: 2.7176 data_time: 0.0039 memory: 29603 loss: 1.4098 2024/01/29 15:23:31 - mmengine - INFO - Epoch(train) [77][60/78] lr: 4.2310e-01 eta: 0:49:20 time: 2.7132 data_time: 0.0043 memory: 29603 loss: 1.4253 2024/01/29 15:23:58 - mmengine - INFO - Epoch(train) [77][70/78] lr: 4.1513e-01 eta: 0:48:51 time: 2.7101 data_time: 0.0044 memory: 29603 loss: 1.4444 2024/01/29 15:24:03 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:24:20 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:24:20 - mmengine - INFO - Saving checkpoint at 77 epochs 2024/01/29 15:24:29 - mmengine - INFO - Epoch(val) [77][ 10/196] eta: 0:00:42 time: 0.2261 data_time: 0.0171 memory: 29603 2024/01/29 15:24:32 - mmengine - INFO - Epoch(val) [77][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 15:24:34 - mmengine - INFO - Epoch(val) [77][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:24:36 - mmengine - INFO - Epoch(val) [77][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:24:38 - mmengine - INFO - Epoch(val) [77][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 15:24:40 - mmengine - INFO - Epoch(val) [77][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:24:42 - mmengine - INFO - Epoch(val) [77][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 15:24:44 - mmengine - INFO - Epoch(val) [77][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:24:46 - mmengine - INFO - Epoch(val) [77][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:24:48 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:19 time: 0.2054 data_time: 0.0006 memory: 1845 2024/01/29 15:24:50 - mmengine - INFO - Epoch(val) [77][110/196] eta: 0:00:17 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 15:24:52 - mmengine - INFO - Epoch(val) [77][120/196] eta: 0:00:15 time: 0.2139 data_time: 0.0007 memory: 1845 2024/01/29 15:24:54 - mmengine - INFO - Epoch(val) [77][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 15:24:56 - mmengine - INFO - Epoch(val) [77][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:24:58 - mmengine - INFO - Epoch(val) [77][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 15:25:00 - mmengine - INFO - Epoch(val) [77][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 15:25:02 - mmengine - INFO - Epoch(val) [77][170/196] eta: 0:00:05 time: 0.2060 data_time: 0.0011 memory: 1845 2024/01/29 15:25:04 - mmengine - INFO - Epoch(val) [77][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 15:25:06 - mmengine - INFO - Epoch(val) [77][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:25:17 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 69.3460 accuracy/top5: 88.2840 data_time: 0.0013 time: 0.2052 2024/01/29 15:25:55 - mmengine - INFO - Epoch(train) [78][10/78] lr: 4.0096e-01 eta: 0:48:01 time: 3.8452 data_time: 1.0819 memory: 29603 loss: 1.4512 2024/01/29 15:26:23 - mmengine - INFO - Epoch(train) [78][20/78] lr: 3.9318e-01 eta: 0:47:32 time: 2.7169 data_time: 0.0042 memory: 29603 loss: 1.3929 2024/01/29 15:26:50 - mmengine - INFO - Epoch(train) [78][30/78] lr: 3.8548e-01 eta: 0:47:03 time: 2.7300 data_time: 0.0041 memory: 29603 loss: 1.3985 2024/01/29 15:27:17 - mmengine - INFO - Epoch(train) [78][40/78] lr: 3.7785e-01 eta: 0:46:34 time: 2.7159 data_time: 0.0046 memory: 29603 loss: 1.4472 2024/01/29 15:27:44 - mmengine - INFO - Epoch(train) [78][50/78] lr: 3.7029e-01 eta: 0:46:05 time: 2.7128 data_time: 0.0037 memory: 29603 loss: 1.4012 2024/01/29 15:28:11 - mmengine - INFO - Epoch(train) [78][60/78] lr: 3.6281e-01 eta: 0:45:36 time: 2.7032 data_time: 0.0040 memory: 29603 loss: 1.4416 2024/01/29 15:28:38 - mmengine - INFO - Epoch(train) [78][70/78] lr: 3.5539e-01 eta: 0:45:07 time: 2.7174 data_time: 0.0050 memory: 29603 loss: 1.4394 2024/01/29 15:29:00 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:29:00 - mmengine - INFO - Saving checkpoint at 78 epochs 2024/01/29 15:29:10 - mmengine - INFO - Epoch(val) [78][ 10/196] eta: 0:00:41 time: 0.2253 data_time: 0.0172 memory: 29603 2024/01/29 15:29:12 - mmengine - INFO - Epoch(val) [78][ 20/196] eta: 0:00:37 time: 0.2058 data_time: 0.0012 memory: 1845 2024/01/29 15:29:14 - mmengine - INFO - Epoch(val) [78][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:29:16 - mmengine - INFO - Epoch(val) [78][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:29:18 - mmengine - INFO - Epoch(val) [78][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:29:20 - mmengine - INFO - Epoch(val) [78][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 15:29:22 - mmengine - INFO - Epoch(val) [78][ 70/196] eta: 0:00:26 time: 0.2056 data_time: 0.0009 memory: 1845 2024/01/29 15:29:24 - mmengine - INFO - Epoch(val) [78][ 80/196] eta: 0:00:24 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 15:29:26 - mmengine - INFO - Epoch(val) [78][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 15:29:28 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:29:30 - mmengine - INFO - Epoch(val) [78][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:29:32 - mmengine - INFO - Epoch(val) [78][120/196] eta: 0:00:15 time: 0.2052 data_time: 0.0009 memory: 1845 2024/01/29 15:29:34 - mmengine - INFO - Epoch(val) [78][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:29:37 - mmengine - INFO - Epoch(val) [78][140/196] eta: 0:00:11 time: 0.2125 data_time: 0.0003 memory: 1845 2024/01/29 15:29:39 - mmengine - INFO - Epoch(val) [78][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 15:29:41 - mmengine - INFO - Epoch(val) [78][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:29:43 - mmengine - INFO - Epoch(val) [78][170/196] eta: 0:00:05 time: 0.2057 data_time: 0.0009 memory: 1845 2024/01/29 15:29:45 - mmengine - INFO - Epoch(val) [78][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:29:47 - mmengine - INFO - Epoch(val) [78][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:29:57 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 69.4780 accuracy/top5: 88.2680 data_time: 0.0013 time: 0.2051 2024/01/29 15:30:36 - mmengine - INFO - Epoch(train) [79][10/78] lr: 3.4223e-01 eta: 0:44:17 time: 3.8759 data_time: 1.0904 memory: 29603 loss: 1.4258 2024/01/29 15:31:03 - mmengine - INFO - Epoch(train) [79][20/78] lr: 3.3501e-01 eta: 0:43:48 time: 2.7291 data_time: 0.0038 memory: 29603 loss: 1.4181 2024/01/29 15:31:31 - mmengine - INFO - Epoch(train) [79][30/78] lr: 3.2787e-01 eta: 0:43:19 time: 2.7063 data_time: 0.0044 memory: 29603 loss: 1.4162 2024/01/29 15:31:58 - mmengine - INFO - Epoch(train) [79][40/78] lr: 3.2081e-01 eta: 0:42:50 time: 2.7138 data_time: 0.0040 memory: 29603 loss: 1.4091 2024/01/29 15:32:25 - mmengine - INFO - Epoch(train) [79][50/78] lr: 3.1381e-01 eta: 0:42:21 time: 2.7128 data_time: 0.0041 memory: 29603 loss: 1.4216 2024/01/29 15:32:52 - mmengine - INFO - Epoch(train) [79][60/78] lr: 3.0689e-01 eta: 0:41:53 time: 2.7075 data_time: 0.0041 memory: 29603 loss: 1.4281 2024/01/29 15:33:19 - mmengine - INFO - Epoch(train) [79][70/78] lr: 3.0004e-01 eta: 0:41:24 time: 2.7133 data_time: 0.0048 memory: 29603 loss: 1.4470 2024/01/29 15:33:41 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:33:41 - mmengine - INFO - Saving checkpoint at 79 epochs 2024/01/29 15:33:50 - mmengine - INFO - Epoch(val) [79][ 10/196] eta: 0:00:42 time: 0.2262 data_time: 0.0169 memory: 29603 2024/01/29 15:33:52 - mmengine - INFO - Epoch(val) [79][ 20/196] eta: 0:00:37 time: 0.2054 data_time: 0.0004 memory: 1845 2024/01/29 15:33:54 - mmengine - INFO - Epoch(val) [79][ 30/196] eta: 0:00:35 time: 0.2057 data_time: 0.0009 memory: 1845 2024/01/29 15:33:56 - mmengine - INFO - Epoch(val) [79][ 40/196] eta: 0:00:32 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 15:33:58 - mmengine - INFO - Epoch(val) [79][ 50/196] eta: 0:00:30 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 15:34:00 - mmengine - INFO - Epoch(val) [79][ 60/196] eta: 0:00:28 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 15:34:02 - mmengine - INFO - Epoch(val) [79][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 15:34:04 - mmengine - INFO - Epoch(val) [79][ 80/196] eta: 0:00:24 time: 0.2075 data_time: 0.0028 memory: 1845 2024/01/29 15:34:06 - mmengine - INFO - Epoch(val) [79][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:34:08 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:19 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 15:34:10 - mmengine - INFO - Epoch(val) [79][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:34:12 - mmengine - INFO - Epoch(val) [79][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:34:14 - mmengine - INFO - Epoch(val) [79][130/196] eta: 0:00:13 time: 0.2054 data_time: 0.0009 memory: 1845 2024/01/29 15:34:16 - mmengine - INFO - Epoch(val) [79][140/196] eta: 0:00:11 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:34:18 - mmengine - INFO - Epoch(val) [79][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:34:20 - mmengine - INFO - Epoch(val) [79][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:34:23 - mmengine - INFO - Epoch(val) [79][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:34:25 - mmengine - INFO - Epoch(val) [79][180/196] eta: 0:00:03 time: 0.2056 data_time: 0.0009 memory: 1845 2024/01/29 15:34:27 - mmengine - INFO - Epoch(val) [79][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:34:37 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 69.5940 accuracy/top5: 88.3200 data_time: 0.0014 time: 0.2049 2024/01/29 15:35:16 - mmengine - INFO - Epoch(train) [80][10/78] lr: 2.8790e-01 eta: 0:40:33 time: 3.8557 data_time: 1.1296 memory: 29603 loss: 1.4205 2024/01/29 15:35:43 - mmengine - INFO - Epoch(train) [80][20/78] lr: 2.8126e-01 eta: 0:40:04 time: 2.7121 data_time: 0.0039 memory: 29603 loss: 1.4090 2024/01/29 15:36:10 - mmengine - INFO - Epoch(train) [80][30/78] lr: 2.7469e-01 eta: 0:39:35 time: 2.7108 data_time: 0.0043 memory: 29603 loss: 1.4181 2024/01/29 15:36:37 - mmengine - INFO - Epoch(train) [80][40/78] lr: 2.6820e-01 eta: 0:39:06 time: 2.7278 data_time: 0.0040 memory: 29603 loss: 1.3982 2024/01/29 15:37:04 - mmengine - INFO - Epoch(train) [80][50/78] lr: 2.6178e-01 eta: 0:38:38 time: 2.7154 data_time: 0.0041 memory: 29603 loss: 1.4029 2024/01/29 15:37:32 - mmengine - INFO - Epoch(train) [80][60/78] lr: 2.5543e-01 eta: 0:38:09 time: 2.7178 data_time: 0.0037 memory: 29603 loss: 1.4216 2024/01/29 15:37:59 - mmengine - INFO - Epoch(train) [80][70/78] lr: 2.4916e-01 eta: 0:37:40 time: 2.7200 data_time: 0.0049 memory: 29603 loss: 1.4307 2024/01/29 15:38:20 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:38:20 - mmengine - INFO - Saving checkpoint at 80 epochs 2024/01/29 15:38:30 - mmengine - INFO - Epoch(val) [80][ 10/196] eta: 0:00:41 time: 0.2258 data_time: 0.0174 memory: 29603 2024/01/29 15:38:32 - mmengine - INFO - Epoch(val) [80][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 15:38:34 - mmengine - INFO - Epoch(val) [80][ 30/196] eta: 0:00:35 time: 0.2056 data_time: 0.0011 memory: 1845 2024/01/29 15:38:36 - mmengine - INFO - Epoch(val) [80][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 15:38:38 - mmengine - INFO - Epoch(val) [80][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 15:38:40 - mmengine - INFO - Epoch(val) [80][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 15:38:42 - mmengine - INFO - Epoch(val) [80][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 15:38:44 - mmengine - INFO - Epoch(val) [80][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0007 memory: 1845 2024/01/29 15:38:46 - mmengine - INFO - Epoch(val) [80][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:38:48 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 15:38:51 - mmengine - INFO - Epoch(val) [80][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:38:53 - mmengine - INFO - Epoch(val) [80][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:38:55 - mmengine - INFO - Epoch(val) [80][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 15:38:57 - mmengine - INFO - Epoch(val) [80][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:38:59 - mmengine - INFO - Epoch(val) [80][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 15:39:01 - mmengine - INFO - Epoch(val) [80][160/196] eta: 0:00:07 time: 0.2053 data_time: 0.0003 memory: 1845 2024/01/29 15:39:03 - mmengine - INFO - Epoch(val) [80][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:39:05 - mmengine - INFO - Epoch(val) [80][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0006 memory: 1845 2024/01/29 15:39:07 - mmengine - INFO - Epoch(val) [80][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:39:18 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 69.5440 accuracy/top5: 88.2960 data_time: 0.0013 time: 0.2046 2024/01/29 15:39:56 - mmengine - INFO - Epoch(train) [81][10/78] lr: 2.3807e-01 eta: 0:36:49 time: 3.8778 data_time: 1.1332 memory: 29603 loss: 1.4166 2024/01/29 15:40:23 - mmengine - INFO - Epoch(train) [81][20/78] lr: 2.3201e-01 eta: 0:36:20 time: 2.6947 data_time: 0.0043 memory: 29603 loss: 1.3898 2024/01/29 15:40:50 - mmengine - INFO - Epoch(train) [81][30/78] lr: 2.2602e-01 eta: 0:35:51 time: 2.6947 data_time: 0.0040 memory: 29603 loss: 1.4076 2024/01/29 15:41:18 - mmengine - INFO - Epoch(train) [81][40/78] lr: 2.2011e-01 eta: 0:35:23 time: 2.7336 data_time: 0.0043 memory: 29603 loss: 1.3828 2024/01/29 15:41:45 - mmengine - INFO - Epoch(train) [81][50/78] lr: 2.1428e-01 eta: 0:34:54 time: 2.7108 data_time: 0.0051 memory: 29603 loss: 1.3980 2024/01/29 15:42:12 - mmengine - INFO - Epoch(train) [81][60/78] lr: 2.0852e-01 eta: 0:34:25 time: 2.7305 data_time: 0.0042 memory: 29603 loss: 1.3975 2024/01/29 15:42:39 - mmengine - INFO - Epoch(train) [81][70/78] lr: 2.0284e-01 eta: 0:33:56 time: 2.7126 data_time: 0.0041 memory: 29603 loss: 1.4020 2024/01/29 15:43:01 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:43:01 - mmengine - INFO - Saving checkpoint at 81 epochs 2024/01/29 15:43:10 - mmengine - INFO - Epoch(val) [81][ 10/196] eta: 0:00:41 time: 0.2256 data_time: 0.0169 memory: 29603 2024/01/29 15:43:12 - mmengine - INFO - Epoch(val) [81][ 20/196] eta: 0:00:37 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:43:14 - mmengine - INFO - Epoch(val) [81][ 30/196] eta: 0:00:35 time: 0.2058 data_time: 0.0010 memory: 1845 2024/01/29 15:43:16 - mmengine - INFO - Epoch(val) [81][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 15:43:18 - mmengine - INFO - Epoch(val) [81][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:43:20 - mmengine - INFO - Epoch(val) [81][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:43:22 - mmengine - INFO - Epoch(val) [81][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:43:24 - mmengine - INFO - Epoch(val) [81][ 80/196] eta: 0:00:24 time: 0.2057 data_time: 0.0009 memory: 1845 2024/01/29 15:43:26 - mmengine - INFO - Epoch(val) [81][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:43:28 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:19 time: 0.2074 data_time: 0.0004 memory: 1845 2024/01/29 15:43:30 - mmengine - INFO - Epoch(val) [81][110/196] eta: 0:00:17 time: 0.2054 data_time: 0.0004 memory: 1845 2024/01/29 15:43:32 - mmengine - INFO - Epoch(val) [81][120/196] eta: 0:00:15 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 15:43:35 - mmengine - INFO - Epoch(val) [81][130/196] eta: 0:00:13 time: 0.2057 data_time: 0.0009 memory: 1845 2024/01/29 15:43:37 - mmengine - INFO - Epoch(val) [81][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:43:39 - mmengine - INFO - Epoch(val) [81][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:43:41 - mmengine - INFO - Epoch(val) [81][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:43:43 - mmengine - INFO - Epoch(val) [81][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 15:43:45 - mmengine - INFO - Epoch(val) [81][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0009 memory: 1845 2024/01/29 15:43:47 - mmengine - INFO - Epoch(val) [81][190/196] eta: 0:00:01 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:43:57 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 69.5260 accuracy/top5: 88.2780 data_time: 0.0013 time: 0.2049 2024/01/29 15:44:36 - mmengine - INFO - Epoch(train) [82][10/78] lr: 1.9280e-01 eta: 0:33:05 time: 3.8350 data_time: 1.0783 memory: 29603 loss: 1.3952 2024/01/29 15:45:03 - mmengine - INFO - Epoch(train) [82][20/78] lr: 1.8733e-01 eta: 0:32:36 time: 2.7202 data_time: 0.0044 memory: 29603 loss: 1.4076 2024/01/29 15:45:30 - mmengine - INFO - Epoch(train) [82][30/78] lr: 1.8194e-01 eta: 0:32:08 time: 2.7109 data_time: 0.0039 memory: 29603 loss: 1.3976 2024/01/29 15:45:57 - mmengine - INFO - Epoch(train) [82][40/78] lr: 1.7662e-01 eta: 0:31:39 time: 2.7169 data_time: 0.0043 memory: 29603 loss: 1.3956 2024/01/29 15:46:24 - mmengine - INFO - Epoch(train) [82][50/78] lr: 1.7138e-01 eta: 0:31:10 time: 2.7156 data_time: 0.0041 memory: 29603 loss: 1.4378 2024/01/29 15:46:52 - mmengine - INFO - Epoch(train) [82][60/78] lr: 1.6622e-01 eta: 0:30:41 time: 2.7435 data_time: 0.0036 memory: 29603 loss: 1.4189 2024/01/29 15:47:19 - mmengine - INFO - Epoch(train) [82][70/78] lr: 1.6113e-01 eta: 0:30:12 time: 2.7228 data_time: 0.0041 memory: 29603 loss: 1.3942 2024/01/29 15:47:41 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:47:41 - mmengine - INFO - Saving checkpoint at 82 epochs 2024/01/29 15:47:50 - mmengine - INFO - Epoch(val) [82][ 10/196] eta: 0:00:42 time: 0.2264 data_time: 0.0171 memory: 29603 2024/01/29 15:47:52 - mmengine - INFO - Epoch(val) [82][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 15:47:54 - mmengine - INFO - Epoch(val) [82][ 30/196] eta: 0:00:35 time: 0.2055 data_time: 0.0009 memory: 1845 2024/01/29 15:47:56 - mmengine - INFO - Epoch(val) [82][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:47:58 - mmengine - INFO - Epoch(val) [82][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:48:00 - mmengine - INFO - Epoch(val) [82][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 15:48:02 - mmengine - INFO - Epoch(val) [82][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:48:04 - mmengine - INFO - Epoch(val) [82][ 80/196] eta: 0:00:24 time: 0.2059 data_time: 0.0013 memory: 1845 2024/01/29 15:48:06 - mmengine - INFO - Epoch(val) [82][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:48:08 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 15:48:10 - mmengine - INFO - Epoch(val) [82][110/196] eta: 0:00:17 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 15:48:12 - mmengine - INFO - Epoch(val) [82][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:48:15 - mmengine - INFO - Epoch(val) [82][130/196] eta: 0:00:13 time: 0.2059 data_time: 0.0013 memory: 1845 2024/01/29 15:48:17 - mmengine - INFO - Epoch(val) [82][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:48:19 - mmengine - INFO - Epoch(val) [82][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:48:21 - mmengine - INFO - Epoch(val) [82][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:48:23 - mmengine - INFO - Epoch(val) [82][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:48:25 - mmengine - INFO - Epoch(val) [82][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 15:48:27 - mmengine - INFO - Epoch(val) [82][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 15:48:37 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 69.5440 accuracy/top5: 88.3340 data_time: 0.0013 time: 0.2047 2024/01/29 15:49:16 - mmengine - INFO - Epoch(train) [83][10/78] lr: 1.5217e-01 eta: 0:29:21 time: 3.8684 data_time: 1.0881 memory: 29603 loss: 1.4439 2024/01/29 15:49:43 - mmengine - INFO - Epoch(train) [83][20/78] lr: 1.4730e-01 eta: 0:28:53 time: 2.7160 data_time: 0.0037 memory: 29603 loss: 1.4242 2024/01/29 15:50:10 - mmengine - INFO - Epoch(train) [83][30/78] lr: 1.4251e-01 eta: 0:28:24 time: 2.7210 data_time: 0.0039 memory: 29603 loss: 1.3923 2024/01/29 15:50:37 - mmengine - INFO - Epoch(train) [83][40/78] lr: 1.3779e-01 eta: 0:27:55 time: 2.7087 data_time: 0.0039 memory: 29603 loss: 1.4109 2024/01/29 15:51:05 - mmengine - INFO - Epoch(train) [83][50/78] lr: 1.3315e-01 eta: 0:27:26 time: 2.7151 data_time: 0.0040 memory: 29603 loss: 1.4388 2024/01/29 15:51:32 - mmengine - INFO - Epoch(train) [83][60/78] lr: 1.2859e-01 eta: 0:26:57 time: 2.6995 data_time: 0.0038 memory: 29603 loss: 1.4299 2024/01/29 15:51:59 - mmengine - INFO - Epoch(train) [83][70/78] lr: 1.2411e-01 eta: 0:26:28 time: 2.7261 data_time: 0.0041 memory: 29603 loss: 1.4163 2024/01/29 15:52:20 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:52:20 - mmengine - INFO - Saving checkpoint at 83 epochs 2024/01/29 15:52:30 - mmengine - INFO - Epoch(val) [83][ 10/196] eta: 0:00:41 time: 0.2256 data_time: 0.0172 memory: 29603 2024/01/29 15:52:32 - mmengine - INFO - Epoch(val) [83][ 20/196] eta: 0:00:37 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:52:34 - mmengine - INFO - Epoch(val) [83][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 15:52:36 - mmengine - INFO - Epoch(val) [83][ 40/196] eta: 0:00:32 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:52:38 - mmengine - INFO - Epoch(val) [83][ 50/196] eta: 0:00:30 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 15:52:40 - mmengine - INFO - Epoch(val) [83][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:52:42 - mmengine - INFO - Epoch(val) [83][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:52:44 - mmengine - INFO - Epoch(val) [83][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 15:52:46 - mmengine - INFO - Epoch(val) [83][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 15:52:48 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:19 time: 0.2054 data_time: 0.0006 memory: 1845 2024/01/29 15:52:50 - mmengine - INFO - Epoch(val) [83][110/196] eta: 0:00:17 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 15:52:52 - mmengine - INFO - Epoch(val) [83][120/196] eta: 0:00:15 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 15:52:55 - mmengine - INFO - Epoch(val) [83][130/196] eta: 0:00:13 time: 0.2056 data_time: 0.0008 memory: 1845 2024/01/29 15:52:57 - mmengine - INFO - Epoch(val) [83][140/196] eta: 0:00:11 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 15:52:59 - mmengine - INFO - Epoch(val) [83][150/196] eta: 0:00:09 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 15:53:01 - mmengine - INFO - Epoch(val) [83][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 15:53:03 - mmengine - INFO - Epoch(val) [83][170/196] eta: 0:00:05 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 15:53:05 - mmengine - INFO - Epoch(val) [83][180/196] eta: 0:00:03 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 15:53:07 - mmengine - INFO - Epoch(val) [83][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 15:53:17 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 69.6520 accuracy/top5: 88.3440 data_time: 0.0013 time: 0.2048 2024/01/29 15:53:56 - mmengine - INFO - Epoch(train) [84][10/78] lr: 1.1624e-01 eta: 0:25:38 time: 3.8641 data_time: 1.1533 memory: 29603 loss: 1.3952 2024/01/29 15:54:23 - mmengine - INFO - Epoch(train) [84][20/78] lr: 1.1198e-01 eta: 0:25:09 time: 2.7301 data_time: 0.0039 memory: 29603 loss: 1.4208 2024/01/29 15:54:51 - mmengine - INFO - Epoch(train) [84][30/78] lr: 1.0779e-01 eta: 0:24:40 time: 2.7424 data_time: 0.0040 memory: 29603 loss: 1.4075 2024/01/29 15:55:18 - mmengine - INFO - Epoch(train) [84][40/78] lr: 1.0368e-01 eta: 0:24:11 time: 2.7254 data_time: 0.0039 memory: 29603 loss: 1.3819 2024/01/29 15:55:45 - mmengine - INFO - Epoch(train) [84][50/78] lr: 9.9654e-02 eta: 0:23:42 time: 2.7145 data_time: 0.0037 memory: 29603 loss: 1.3891 2024/01/29 15:56:12 - mmengine - INFO - Epoch(train) [84][60/78] lr: 9.5704e-02 eta: 0:23:14 time: 2.7283 data_time: 0.0039 memory: 29603 loss: 1.3969 2024/01/29 15:56:40 - mmengine - INFO - Epoch(train) [84][70/78] lr: 9.1833e-02 eta: 0:22:45 time: 2.7330 data_time: 0.0043 memory: 29603 loss: 1.3889 2024/01/29 15:57:01 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 15:57:01 - mmengine - INFO - Saving checkpoint at 84 epochs 2024/01/29 15:57:11 - mmengine - INFO - Epoch(val) [84][ 10/196] eta: 0:00:41 time: 0.2251 data_time: 0.0172 memory: 29603 2024/01/29 15:57:13 - mmengine - INFO - Epoch(val) [84][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0006 memory: 1845 2024/01/29 15:57:15 - mmengine - INFO - Epoch(val) [84][ 30/196] eta: 0:00:35 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 15:57:17 - mmengine - INFO - Epoch(val) [84][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 15:57:19 - mmengine - INFO - Epoch(val) [84][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 15:57:21 - mmengine - INFO - Epoch(val) [84][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:57:23 - mmengine - INFO - Epoch(val) [84][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 15:57:25 - mmengine - INFO - Epoch(val) [84][ 80/196] eta: 0:00:24 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 15:57:27 - mmengine - INFO - Epoch(val) [84][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 15:57:29 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 15:57:31 - mmengine - INFO - Epoch(val) [84][110/196] eta: 0:00:17 time: 0.2056 data_time: 0.0005 memory: 1845 2024/01/29 15:57:33 - mmengine - INFO - Epoch(val) [84][120/196] eta: 0:00:15 time: 0.2058 data_time: 0.0008 memory: 1845 2024/01/29 15:57:36 - mmengine - INFO - Epoch(val) [84][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0009 memory: 1845 2024/01/29 15:57:38 - mmengine - INFO - Epoch(val) [84][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 15:57:40 - mmengine - INFO - Epoch(val) [84][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 15:57:42 - mmengine - INFO - Epoch(val) [84][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 15:57:44 - mmengine - INFO - Epoch(val) [84][170/196] eta: 0:00:05 time: 0.2054 data_time: 0.0005 memory: 1845 2024/01/29 15:57:46 - mmengine - INFO - Epoch(val) [84][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0006 memory: 1845 2024/01/29 15:57:48 - mmengine - INFO - Epoch(val) [84][190/196] eta: 0:00:01 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 15:57:58 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 69.6280 accuracy/top5: 88.2680 data_time: 0.0014 time: 0.2048 2024/01/29 15:58:37 - mmengine - INFO - Epoch(train) [85][10/78] lr: 8.5063e-02 eta: 0:21:54 time: 3.8565 data_time: 1.1615 memory: 29603 loss: 1.3990 2024/01/29 15:59:04 - mmengine - INFO - Epoch(train) [85][20/78] lr: 8.1413e-02 eta: 0:21:25 time: 2.7090 data_time: 0.0035 memory: 29603 loss: 1.3953 2024/01/29 15:59:31 - mmengine - INFO - Epoch(train) [85][30/78] lr: 7.7841e-02 eta: 0:20:56 time: 2.7056 data_time: 0.0036 memory: 29603 loss: 1.3982 2024/01/29 15:59:58 - mmengine - INFO - Epoch(train) [85][40/78] lr: 7.4349e-02 eta: 0:20:27 time: 2.7186 data_time: 0.0039 memory: 29603 loss: 1.3934 2024/01/29 16:00:26 - mmengine - INFO - Epoch(train) [85][50/78] lr: 7.0936e-02 eta: 0:19:59 time: 2.7223 data_time: 0.0041 memory: 29603 loss: 1.4100 2024/01/29 16:00:53 - mmengine - INFO - Epoch(train) [85][60/78] lr: 6.7602e-02 eta: 0:19:30 time: 2.7365 data_time: 0.0038 memory: 29603 loss: 1.4145 2024/01/29 16:01:20 - mmengine - INFO - Epoch(train) [85][70/78] lr: 6.4348e-02 eta: 0:19:01 time: 2.7222 data_time: 0.0043 memory: 29603 loss: 1.4072 2024/01/29 16:01:42 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 16:01:42 - mmengine - INFO - Saving checkpoint at 85 epochs 2024/01/29 16:01:51 - mmengine - INFO - Epoch(val) [85][ 10/196] eta: 0:00:41 time: 0.2248 data_time: 0.0176 memory: 29603 2024/01/29 16:01:53 - mmengine - INFO - Epoch(val) [85][ 20/196] eta: 0:00:37 time: 0.2057 data_time: 0.0009 memory: 1845 2024/01/29 16:01:55 - mmengine - INFO - Epoch(val) [85][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0004 memory: 1845 2024/01/29 16:01:57 - mmengine - INFO - Epoch(val) [85][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 16:01:59 - mmengine - INFO - Epoch(val) [85][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 16:02:01 - mmengine - INFO - Epoch(val) [85][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 16:02:04 - mmengine - INFO - Epoch(val) [85][ 70/196] eta: 0:00:26 time: 0.2057 data_time: 0.0007 memory: 1845 2024/01/29 16:02:06 - mmengine - INFO - Epoch(val) [85][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 16:02:08 - mmengine - INFO - Epoch(val) [85][ 90/196] eta: 0:00:21 time: 0.2056 data_time: 0.0006 memory: 1845 2024/01/29 16:02:10 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:19 time: 0.2055 data_time: 0.0005 memory: 1845 2024/01/29 16:02:12 - mmengine - INFO - Epoch(val) [85][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 16:02:14 - mmengine - INFO - Epoch(val) [85][120/196] eta: 0:00:15 time: 0.2053 data_time: 0.0008 memory: 1845 2024/01/29 16:02:16 - mmengine - INFO - Epoch(val) [85][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 16:02:18 - mmengine - INFO - Epoch(val) [85][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 16:02:20 - mmengine - INFO - Epoch(val) [85][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 16:02:22 - mmengine - INFO - Epoch(val) [85][160/196] eta: 0:00:07 time: 0.2054 data_time: 0.0004 memory: 1845 2024/01/29 16:02:24 - mmengine - INFO - Epoch(val) [85][170/196] eta: 0:00:05 time: 0.2056 data_time: 0.0010 memory: 1845 2024/01/29 16:02:26 - mmengine - INFO - Epoch(val) [85][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 16:02:28 - mmengine - INFO - Epoch(val) [85][190/196] eta: 0:00:01 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 16:02:39 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 69.5760 accuracy/top5: 88.3060 data_time: 0.0014 time: 0.2047 2024/01/29 16:03:18 - mmengine - INFO - Epoch(train) [86][10/78] lr: 5.8691e-02 eta: 0:18:10 time: 3.8910 data_time: 1.1551 memory: 29603 loss: 1.4055 2024/01/29 16:03:45 - mmengine - INFO - Epoch(train) [86][20/78] lr: 5.5659e-02 eta: 0:17:41 time: 2.6962 data_time: 0.0035 memory: 29603 loss: 1.4101 2024/01/29 16:04:12 - mmengine - INFO - Epoch(train) [86][30/78] lr: 5.2707e-02 eta: 0:17:12 time: 2.7100 data_time: 0.0040 memory: 29603 loss: 1.3971 2024/01/29 16:04:39 - mmengine - INFO - Epoch(train) [86][40/78] lr: 4.9835e-02 eta: 0:16:44 time: 2.7032 data_time: 0.0043 memory: 29603 loss: 1.4141 2024/01/29 16:05:06 - mmengine - INFO - Epoch(train) [86][50/78] lr: 4.7043e-02 eta: 0:16:15 time: 2.7232 data_time: 0.0039 memory: 29603 loss: 1.4123 2024/01/29 16:05:33 - mmengine - INFO - Epoch(train) [86][60/78] lr: 4.4330e-02 eta: 0:15:46 time: 2.7287 data_time: 0.0038 memory: 29603 loss: 1.4079 2024/01/29 16:06:00 - mmengine - INFO - Epoch(train) [86][70/78] lr: 4.1698e-02 eta: 0:15:17 time: 2.7061 data_time: 0.0041 memory: 29603 loss: 1.4170 2024/01/29 16:06:22 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 16:06:22 - mmengine - INFO - Saving checkpoint at 86 epochs 2024/01/29 16:06:31 - mmengine - INFO - Epoch(val) [86][ 10/196] eta: 0:00:42 time: 0.2261 data_time: 0.0175 memory: 29603 2024/01/29 16:06:34 - mmengine - INFO - Epoch(val) [86][ 20/196] eta: 0:00:37 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 16:06:36 - mmengine - INFO - Epoch(val) [86][ 30/196] eta: 0:00:35 time: 0.2054 data_time: 0.0004 memory: 1845 2024/01/29 16:06:38 - mmengine - INFO - Epoch(val) [86][ 40/196] eta: 0:00:32 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 16:06:40 - mmengine - INFO - Epoch(val) [86][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 16:06:42 - mmengine - INFO - Epoch(val) [86][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 16:06:44 - mmengine - INFO - Epoch(val) [86][ 70/196] eta: 0:00:26 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 16:06:46 - mmengine - INFO - Epoch(val) [86][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 16:06:48 - mmengine - INFO - Epoch(val) [86][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 16:06:50 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 16:06:52 - mmengine - INFO - Epoch(val) [86][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 16:06:54 - mmengine - INFO - Epoch(val) [86][120/196] eta: 0:00:15 time: 0.2056 data_time: 0.0010 memory: 1845 2024/01/29 16:06:56 - mmengine - INFO - Epoch(val) [86][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 16:06:58 - mmengine - INFO - Epoch(val) [86][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0006 memory: 1845 2024/01/29 16:07:00 - mmengine - INFO - Epoch(val) [86][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 16:07:02 - mmengine - INFO - Epoch(val) [86][160/196] eta: 0:00:07 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 16:07:04 - mmengine - INFO - Epoch(val) [86][170/196] eta: 0:00:05 time: 0.2058 data_time: 0.0011 memory: 1845 2024/01/29 16:07:06 - mmengine - INFO - Epoch(val) [86][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 16:07:08 - mmengine - INFO - Epoch(val) [86][190/196] eta: 0:00:01 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 16:07:19 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 69.6280 accuracy/top5: 88.3120 data_time: 0.0014 time: 0.2048 2024/01/29 16:07:58 - mmengine - INFO - Epoch(train) [87][10/78] lr: 3.7162e-02 eta: 0:14:26 time: 3.8789 data_time: 1.1177 memory: 29603 loss: 1.3896 2024/01/29 16:08:25 - mmengine - INFO - Epoch(train) [87][20/78] lr: 3.4753e-02 eta: 0:13:57 time: 2.7249 data_time: 0.0039 memory: 29603 loss: 1.3965 2024/01/29 16:08:52 - mmengine - INFO - Epoch(train) [87][30/78] lr: 3.2426e-02 eta: 0:13:29 time: 2.6913 data_time: 0.0040 memory: 29603 loss: 1.4138 2024/01/29 16:09:19 - mmengine - INFO - Epoch(train) [87][40/78] lr: 3.0178e-02 eta: 0:13:00 time: 2.7047 data_time: 0.0039 memory: 29603 loss: 1.4167 2024/01/29 16:09:46 - mmengine - INFO - Epoch(train) [87][50/78] lr: 2.8011e-02 eta: 0:12:31 time: 2.7048 data_time: 0.0039 memory: 29603 loss: 1.4002 2024/01/29 16:10:13 - mmengine - INFO - Epoch(train) [87][60/78] lr: 2.5924e-02 eta: 0:12:02 time: 2.7202 data_time: 0.0039 memory: 29603 loss: 1.3934 2024/01/29 16:10:41 - mmengine - INFO - Epoch(train) [87][70/78] lr: 2.3918e-02 eta: 0:11:34 time: 2.7194 data_time: 0.0042 memory: 29603 loss: 1.4354 2024/01/29 16:11:02 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 16:11:02 - mmengine - INFO - Saving checkpoint at 87 epochs 2024/01/29 16:11:12 - mmengine - INFO - Epoch(val) [87][ 10/196] eta: 0:00:42 time: 0.2263 data_time: 0.0172 memory: 29603 2024/01/29 16:11:14 - mmengine - INFO - Epoch(val) [87][ 20/196] eta: 0:00:37 time: 0.2053 data_time: 0.0005 memory: 1845 2024/01/29 16:11:16 - mmengine - INFO - Epoch(val) [87][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 16:11:18 - mmengine - INFO - Epoch(val) [87][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 16:11:20 - mmengine - INFO - Epoch(val) [87][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 16:11:22 - mmengine - INFO - Epoch(val) [87][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 16:11:24 - mmengine - INFO - Epoch(val) [87][ 70/196] eta: 0:00:26 time: 0.2054 data_time: 0.0007 memory: 1845 2024/01/29 16:11:26 - mmengine - INFO - Epoch(val) [87][ 80/196] eta: 0:00:24 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 16:11:28 - mmengine - INFO - Epoch(val) [87][ 90/196] eta: 0:00:21 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 16:11:30 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 16:11:32 - mmengine - INFO - Epoch(val) [87][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 16:11:34 - mmengine - INFO - Epoch(val) [87][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0006 memory: 1845 2024/01/29 16:11:36 - mmengine - INFO - Epoch(val) [87][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 16:11:38 - mmengine - INFO - Epoch(val) [87][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 16:11:40 - mmengine - INFO - Epoch(val) [87][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 16:11:42 - mmengine - INFO - Epoch(val) [87][160/196] eta: 0:00:07 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 16:11:45 - mmengine - INFO - Epoch(val) [87][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0005 memory: 1845 2024/01/29 16:11:47 - mmengine - INFO - Epoch(val) [87][180/196] eta: 0:00:03 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 16:11:49 - mmengine - INFO - Epoch(val) [87][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 16:11:59 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 69.6180 accuracy/top5: 88.3280 data_time: 0.0013 time: 0.2047 2024/01/29 16:12:39 - mmengine - INFO - Epoch(train) [88][10/78] lr: 2.0509e-02 eta: 0:10:42 time: 4.0032 data_time: 1.1741 memory: 29603 loss: 1.3922 2024/01/29 16:13:06 - mmengine - INFO - Epoch(train) [88][20/78] lr: 1.8729e-02 eta: 0:10:14 time: 2.7124 data_time: 0.0040 memory: 29603 loss: 1.3887 2024/01/29 16:13:34 - mmengine - INFO - Epoch(train) [88][30/78] lr: 1.7028e-02 eta: 0:09:45 time: 2.7133 data_time: 0.0038 memory: 29603 loss: 1.4046 2024/01/29 16:14:01 - mmengine - INFO - Epoch(train) [88][40/78] lr: 1.5409e-02 eta: 0:09:16 time: 2.7008 data_time: 0.0042 memory: 29603 loss: 1.3980 2024/01/29 16:14:28 - mmengine - INFO - Epoch(train) [88][50/78] lr: 1.3870e-02 eta: 0:08:47 time: 2.7177 data_time: 0.0044 memory: 29603 loss: 1.4089 2024/01/29 16:14:55 - mmengine - INFO - Epoch(train) [88][60/78] lr: 1.2412e-02 eta: 0:08:19 time: 2.7201 data_time: 0.0040 memory: 29603 loss: 1.4339 2024/01/29 16:15:22 - mmengine - INFO - Epoch(train) [88][70/78] lr: 1.1035e-02 eta: 0:07:50 time: 2.7139 data_time: 0.0042 memory: 29603 loss: 1.4118 2024/01/29 16:15:44 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 16:15:44 - mmengine - INFO - Saving checkpoint at 88 epochs 2024/01/29 16:15:53 - mmengine - INFO - Epoch(val) [88][ 10/196] eta: 0:00:41 time: 0.2243 data_time: 0.0170 memory: 29603 2024/01/29 16:15:55 - mmengine - INFO - Epoch(val) [88][ 20/196] eta: 0:00:37 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 16:15:57 - mmengine - INFO - Epoch(val) [88][ 30/196] eta: 0:00:35 time: 0.2087 data_time: 0.0041 memory: 1845 2024/01/29 16:15:59 - mmengine - INFO - Epoch(val) [88][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 16:16:01 - mmengine - INFO - Epoch(val) [88][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 16:16:03 - mmengine - INFO - Epoch(val) [88][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 16:16:05 - mmengine - INFO - Epoch(val) [88][ 70/196] eta: 0:00:26 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 16:16:08 - mmengine - INFO - Epoch(val) [88][ 80/196] eta: 0:00:24 time: 0.2137 data_time: 0.0011 memory: 1845 2024/01/29 16:16:10 - mmengine - INFO - Epoch(val) [88][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0003 memory: 1845 2024/01/29 16:16:12 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 16:16:14 - mmengine - INFO - Epoch(val) [88][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 16:16:16 - mmengine - INFO - Epoch(val) [88][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 16:16:18 - mmengine - INFO - Epoch(val) [88][130/196] eta: 0:00:13 time: 0.2057 data_time: 0.0006 memory: 1845 2024/01/29 16:16:20 - mmengine - INFO - Epoch(val) [88][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 16:16:22 - mmengine - INFO - Epoch(val) [88][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 16:16:24 - mmengine - INFO - Epoch(val) [88][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 16:16:26 - mmengine - INFO - Epoch(val) [88][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 16:16:28 - mmengine - INFO - Epoch(val) [88][180/196] eta: 0:00:03 time: 0.2056 data_time: 0.0008 memory: 1845 2024/01/29 16:16:30 - mmengine - INFO - Epoch(val) [88][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0003 memory: 1845 2024/01/29 16:16:41 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 69.6640 accuracy/top5: 88.3420 data_time: 0.0015 time: 0.2052 2024/01/29 16:17:19 - mmengine - INFO - Epoch(train) [89][10/78] lr: 8.7597e-03 eta: 0:06:58 time: 3.8540 data_time: 1.0819 memory: 29603 loss: 1.3893 2024/01/29 16:17:46 - mmengine - INFO - Epoch(train) [89][20/78] lr: 7.6089e-03 eta: 0:06:30 time: 2.7038 data_time: 0.0037 memory: 29603 loss: 1.3939 2024/01/29 16:18:13 - mmengine - INFO - Epoch(train) [89][30/78] lr: 6.5390e-03 eta: 0:06:01 time: 2.7092 data_time: 0.0064 memory: 29603 loss: 1.3921 2024/01/29 16:18:40 - mmengine - INFO - Epoch(train) [89][40/78] lr: 5.5500e-03 eta: 0:05:32 time: 2.7106 data_time: 0.0041 memory: 29603 loss: 1.4539 2024/01/29 16:19:08 - mmengine - INFO - Epoch(train) [89][50/78] lr: 4.6421e-03 eta: 0:05:04 time: 2.7191 data_time: 0.0041 memory: 29603 loss: 1.3805 2024/01/29 16:19:35 - mmengine - INFO - Epoch(train) [89][60/78] lr: 3.8151e-03 eta: 0:04:35 time: 2.7173 data_time: 0.0044 memory: 29603 loss: 1.4147 2024/01/29 16:20:02 - mmengine - INFO - Epoch(train) [89][70/78] lr: 3.0692e-03 eta: 0:04:06 time: 2.7138 data_time: 0.0046 memory: 29603 loss: 1.4091 2024/01/29 16:20:24 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 16:20:24 - mmengine - INFO - Saving checkpoint at 89 epochs 2024/01/29 16:20:33 - mmengine - INFO - Epoch(val) [89][ 10/196] eta: 0:00:42 time: 0.2263 data_time: 0.0172 memory: 29603 2024/01/29 16:20:35 - mmengine - INFO - Epoch(val) [89][ 20/196] eta: 0:00:37 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 16:20:37 - mmengine - INFO - Epoch(val) [89][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0006 memory: 1845 2024/01/29 16:20:39 - mmengine - INFO - Epoch(val) [89][ 40/196] eta: 0:00:32 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 16:20:41 - mmengine - INFO - Epoch(val) [89][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0004 memory: 1845 2024/01/29 16:20:43 - mmengine - INFO - Epoch(val) [89][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/01/29 16:20:45 - mmengine - INFO - Epoch(val) [89][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 16:20:47 - mmengine - INFO - Epoch(val) [89][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 16:20:49 - mmengine - INFO - Epoch(val) [89][ 90/196] eta: 0:00:21 time: 0.2053 data_time: 0.0007 memory: 1845 2024/01/29 16:20:51 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 16:20:53 - mmengine - INFO - Epoch(val) [89][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/01/29 16:20:56 - mmengine - INFO - Epoch(val) [89][120/196] eta: 0:00:15 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 16:20:58 - mmengine - INFO - Epoch(val) [89][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0007 memory: 1845 2024/01/29 16:21:00 - mmengine - INFO - Epoch(val) [89][140/196] eta: 0:00:11 time: 0.2051 data_time: 0.0006 memory: 1845 2024/01/29 16:21:02 - mmengine - INFO - Epoch(val) [89][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0005 memory: 1845 2024/01/29 16:21:04 - mmengine - INFO - Epoch(val) [89][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 16:21:06 - mmengine - INFO - Epoch(val) [89][170/196] eta: 0:00:05 time: 0.2053 data_time: 0.0004 memory: 1845 2024/01/29 16:21:08 - mmengine - INFO - Epoch(val) [89][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0007 memory: 1845 2024/01/29 16:21:10 - mmengine - INFO - Epoch(val) [89][190/196] eta: 0:00:01 time: 0.2058 data_time: 0.0008 memory: 1845 2024/01/29 16:21:21 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 69.6660 accuracy/top5: 88.3240 data_time: 0.0014 time: 0.2048 2024/01/29 16:21:59 - mmengine - INFO - Epoch(train) [90][10/78] lr: 1.9307e-03 eta: 0:03:15 time: 3.8590 data_time: 1.1186 memory: 29603 loss: 1.3826 2024/01/29 16:22:26 - mmengine - INFO - Epoch(train) [90][20/78] lr: 1.4116e-03 eta: 0:02:46 time: 2.7225 data_time: 0.0044 memory: 29603 loss: 1.4382 2024/01/29 16:22:53 - mmengine - INFO - Epoch(train) [90][30/78] lr: 9.7369e-04 eta: 0:02:17 time: 2.6943 data_time: 0.0039 memory: 29603 loss: 1.4266 2024/01/29 16:23:20 - mmengine - INFO - Epoch(train) [90][40/78] lr: 6.1683e-04 eta: 0:01:49 time: 2.7043 data_time: 0.0041 memory: 29603 loss: 1.3980 2024/01/29 16:23:47 - mmengine - INFO - Epoch(train) [90][50/78] lr: 3.4107e-04 eta: 0:01:20 time: 2.7089 data_time: 0.0037 memory: 29603 loss: 1.4302 2024/01/29 16:24:09 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 16:24:15 - mmengine - INFO - Epoch(train) [90][60/78] lr: 1.4640e-04 eta: 0:00:51 time: 2.7339 data_time: 0.0044 memory: 29603 loss: 1.4013 2024/01/29 16:24:42 - mmengine - INFO - Epoch(train) [90][70/78] lr: 3.2850e-05 eta: 0:00:22 time: 2.7130 data_time: 0.0040 memory: 29603 loss: 1.3919 2024/01/29 16:25:04 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-800-90e_in1k_20240129_092358 2024/01/29 16:25:04 - mmengine - INFO - Saving checkpoint at 90 epochs 2024/01/29 16:25:13 - mmengine - INFO - Epoch(val) [90][ 10/196] eta: 0:00:42 time: 0.2263 data_time: 0.0169 memory: 29603 2024/01/29 16:25:15 - mmengine - INFO - Epoch(val) [90][ 20/196] eta: 0:00:37 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 16:25:17 - mmengine - INFO - Epoch(val) [90][ 30/196] eta: 0:00:35 time: 0.2050 data_time: 0.0004 memory: 1845 2024/01/29 16:25:19 - mmengine - INFO - Epoch(val) [90][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0003 memory: 1845 2024/01/29 16:25:21 - mmengine - INFO - Epoch(val) [90][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 16:25:23 - mmengine - INFO - Epoch(val) [90][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 16:25:26 - mmengine - INFO - Epoch(val) [90][ 70/196] eta: 0:00:26 time: 0.2055 data_time: 0.0009 memory: 1845 2024/01/29 16:25:28 - mmengine - INFO - Epoch(val) [90][ 80/196] eta: 0:00:24 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 16:25:30 - mmengine - INFO - Epoch(val) [90][ 90/196] eta: 0:00:21 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 16:25:32 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0003 memory: 1845 2024/01/29 16:25:34 - mmengine - INFO - Epoch(val) [90][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 16:25:36 - mmengine - INFO - Epoch(val) [90][120/196] eta: 0:00:15 time: 0.2054 data_time: 0.0008 memory: 1845 2024/01/29 16:25:38 - mmengine - INFO - Epoch(val) [90][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0003 memory: 1845 2024/01/29 16:25:40 - mmengine - INFO - Epoch(val) [90][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0003 memory: 1845 2024/01/29 16:25:42 - mmengine - INFO - Epoch(val) [90][150/196] eta: 0:00:09 time: 0.2052 data_time: 0.0004 memory: 1845 2024/01/29 16:25:44 - mmengine - INFO - Epoch(val) [90][160/196] eta: 0:00:07 time: 0.2052 data_time: 0.0003 memory: 1845 2024/01/29 16:25:46 - mmengine - INFO - Epoch(val) [90][170/196] eta: 0:00:05 time: 0.2055 data_time: 0.0009 memory: 1845 2024/01/29 16:25:48 - mmengine - INFO - Epoch(val) [90][180/196] eta: 0:00:03 time: 0.2079 data_time: 0.0003 memory: 1845 2024/01/29 16:25:50 - mmengine - INFO - Epoch(val) [90][190/196] eta: 0:00:01 time: 0.2051 data_time: 0.0005 memory: 1845 2024/01/29 16:26:01 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 69.6700 accuracy/top5: 88.3380 data_time: 0.0013 time: 0.2049