2024/02/04 09:44:47 - 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 ------------------------------------------------------------ 2024/02/04 09:44:47 - 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-1600e_in1k/epoch_1600.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-1600-90e_in1k' 2024/02/04 09:44:52 - 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 -------------------- 2024/02/04 09:45:09 - mmengine - INFO - load backbone. in model from: ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth 2024/02/04 09:45:17 - 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-1600e_in1k/epoch_1600.pth backbone.patch_embed.projection.weight - torch.Size([768, 3, 16, 16]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.patch_embed.projection.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.0.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.1.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.2.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.3.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.4.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.5.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.6.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.7.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.8.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.9.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.10.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.ln1.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.ln1.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.attn.qkv.weight - torch.Size([2304, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.attn.qkv.bias - torch.Size([2304]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.attn.proj.weight - torch.Size([768, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.attn.proj.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.ln2.weight - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.ln2.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.ffn.w12.weight - torch.Size([16384, 768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.ffn.w12.bias - torch.Size([16384]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.ffn.w3.weight - torch.Size([768, 8192]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.pth backbone.layers.11.ffn.w3.bias - torch.Size([768]): PretrainedInit: load from ./work_dirs/mae_lama-base-p16_8xb512-amp-coslr-1600e_in1k/epoch_1600.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 2024/02/04 09:45:17 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2024/02/04 09:45:17 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2024/02/04 09:45:17 - 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-1600-90e_in1k. 2024/02/04 09:46:27 - mmengine - INFO - Epoch(train) [1][10/78] lr: 7.4574e-02 eta: 13:35:16 time: 6.9781 data_time: 3.9283 memory: 29603 loss: 6.9375 2024/02/04 09:46:54 - mmengine - INFO - Epoch(train) [1][20/78] lr: 1.5672e-01 eta: 9:24:04 time: 2.6917 data_time: 0.0058 memory: 29603 loss: 6.9282 2024/02/04 09:47:21 - mmengine - INFO - Epoch(train) [1][30/78] lr: 2.3887e-01 eta: 8:00:12 time: 2.6959 data_time: 0.0047 memory: 29603 loss: 6.9015 2024/02/04 09:47:48 - mmengine - INFO - Epoch(train) [1][40/78] lr: 3.2102e-01 eta: 7:18:08 time: 2.6996 data_time: 0.0048 memory: 29603 loss: 6.8587 2024/02/04 09:48:15 - mmengine - INFO - Epoch(train) [1][50/78] lr: 4.0317e-01 eta: 6:52:32 time: 2.6914 data_time: 0.0047 memory: 29603 loss: 6.7856 2024/02/04 09:48:41 - mmengine - INFO - Epoch(train) [1][60/78] lr: 4.8532e-01 eta: 6:35:21 time: 2.6924 data_time: 0.0044 memory: 29603 loss: 6.6975 2024/02/04 09:49:08 - mmengine - INFO - Epoch(train) [1][70/78] lr: 5.6746e-01 eta: 6:22:51 time: 2.6873 data_time: 0.0049 memory: 29603 loss: 6.5865 2024/02/04 09:49:30 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 09:49:30 - mmengine - INFO - Saving checkpoint at 1 epochs 2024/02/04 09:50:00 - mmengine - INFO - Epoch(val) [1][ 10/196] eta: 0:07:39 time: 2.4695 data_time: 2.2517 memory: 29603 2024/02/04 09:50:02 - mmengine - INFO - Epoch(val) [1][ 20/196] eta: 0:03:55 time: 0.2045 data_time: 0.0005 memory: 1845 2024/02/04 09:50:04 - mmengine - INFO - Epoch(val) [1][ 30/196] eta: 0:02:39 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 09:50:06 - mmengine - INFO - Epoch(val) [1][ 40/196] eta: 0:02:00 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 09:50:08 - mmengine - INFO - Epoch(val) [1][ 50/196] eta: 0:01:35 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 09:50:10 - mmengine - INFO - Epoch(val) [1][ 60/196] eta: 0:01:19 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 09:50:12 - mmengine - INFO - Epoch(val) [1][ 70/196] eta: 0:01:06 time: 0.2054 data_time: 0.0014 memory: 1845 2024/02/04 09:50:14 - mmengine - INFO - Epoch(val) [1][ 80/196] eta: 0:00:56 time: 0.2043 data_time: 0.0004 memory: 1845 2024/02/04 09:50:16 - mmengine - INFO - Epoch(val) [1][ 90/196] eta: 0:00:48 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 09:50:18 - mmengine - INFO - Epoch(val) [1][100/196] eta: 0:00:41 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 09:50:20 - mmengine - INFO - Epoch(val) [1][110/196] eta: 0:00:35 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 09:50:22 - mmengine - INFO - Epoch(val) [1][120/196] eta: 0:00:29 time: 0.2047 data_time: 0.0007 memory: 1845 2024/02/04 09:50:24 - mmengine - INFO - Epoch(val) [1][130/196] eta: 0:00:24 time: 0.2046 data_time: 0.0005 memory: 1845 2024/02/04 09:50:27 - mmengine - INFO - Epoch(val) [1][140/196] eta: 0:00:20 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 09:50:29 - mmengine - INFO - Epoch(val) [1][150/196] eta: 0:00:16 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 09:50:31 - mmengine - INFO - Epoch(val) [1][160/196] eta: 0:00:12 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 09:50:33 - mmengine - INFO - Epoch(val) [1][170/196] eta: 0:00:08 time: 0.2055 data_time: 0.0014 memory: 1845 2024/02/04 09:50:35 - mmengine - INFO - Epoch(val) [1][180/196] eta: 0:00:05 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 09:50:37 - mmengine - INFO - Epoch(val) [1][190/196] eta: 0:00:01 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 09:50:46 - mmengine - INFO - Epoch(val) [1][196/196] accuracy/top1: 8.9220 accuracy/top5: 21.1900 data_time: 0.1153 time: 0.3195 2024/02/04 09:51:26 - mmengine - INFO - Epoch(train) [2][10/78] lr: 7.1533e-01 eta: 6:24:26 time: 3.9995 data_time: 1.2922 memory: 29603 loss: 6.3301 2024/02/04 09:51:53 - mmengine - INFO - Epoch(train) [2][20/78] lr: 7.9748e-01 eta: 6:16:23 time: 2.6907 data_time: 0.0047 memory: 29603 loss: 6.1666 2024/02/04 09:52:20 - mmengine - INFO - Epoch(train) [2][30/78] lr: 8.7963e-01 eta: 6:09:43 time: 2.6876 data_time: 0.0055 memory: 29603 loss: 5.9871 2024/02/04 09:52:47 - mmengine - INFO - Epoch(train) [2][40/78] lr: 9.6178e-01 eta: 6:04:15 time: 2.7037 data_time: 0.0072 memory: 29603 loss: 5.7902 2024/02/04 09:53:14 - mmengine - INFO - Epoch(train) [2][50/78] lr: 1.0439e+00 eta: 5:59:25 time: 2.6881 data_time: 0.0058 memory: 29603 loss: 5.5726 2024/02/04 09:53:41 - mmengine - INFO - Epoch(train) [2][60/78] lr: 1.1261e+00 eta: 5:55:15 time: 2.6898 data_time: 0.0064 memory: 29603 loss: 5.3551 2024/02/04 09:54:08 - mmengine - INFO - Epoch(train) [2][70/78] lr: 1.2082e+00 eta: 5:51:36 time: 2.6921 data_time: 0.0044 memory: 29603 loss: 5.1079 2024/02/04 09:54:29 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 09:54:29 - mmengine - INFO - Saving checkpoint at 2 epochs 2024/02/04 09:54:37 - mmengine - INFO - Epoch(val) [2][ 10/196] eta: 0:00:42 time: 0.2285 data_time: 0.0214 memory: 29603 2024/02/04 09:54:39 - mmengine - INFO - Epoch(val) [2][ 20/196] eta: 0:00:38 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 09:54:41 - mmengine - INFO - Epoch(val) [2][ 30/196] eta: 0:00:35 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 09:54:43 - mmengine - INFO - Epoch(val) [2][ 40/196] eta: 0:00:32 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 09:54:45 - mmengine - INFO - Epoch(val) [2][ 50/196] eta: 0:00:30 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 09:54:47 - mmengine - INFO - Epoch(val) [2][ 60/196] eta: 0:00:28 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 09:54:49 - mmengine - INFO - Epoch(val) [2][ 70/196] eta: 0:00:26 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 09:54:51 - mmengine - INFO - Epoch(val) [2][ 80/196] eta: 0:00:24 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 09:54:53 - mmengine - INFO - Epoch(val) [2][ 90/196] eta: 0:00:21 time: 0.2054 data_time: 0.0014 memory: 1845 2024/02/04 09:54:55 - mmengine - INFO - Epoch(val) [2][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 09:54:57 - mmengine - INFO - Epoch(val) [2][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 09:54:59 - mmengine - INFO - Epoch(val) [2][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 09:55:01 - mmengine - INFO - Epoch(val) [2][130/196] eta: 0:00:13 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 09:55:04 - mmengine - INFO - Epoch(val) [2][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0006 memory: 1845 2024/02/04 09:55:06 - mmengine - INFO - Epoch(val) [2][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 09:55:08 - mmengine - INFO - Epoch(val) [2][160/196] eta: 0:00:07 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 09:55:10 - mmengine - INFO - Epoch(val) [2][170/196] eta: 0:00:05 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 09:55:12 - mmengine - INFO - Epoch(val) [2][180/196] eta: 0:00:03 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 09:55:14 - mmengine - INFO - Epoch(val) [2][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0007 memory: 1845 2024/02/04 09:55:23 - mmengine - INFO - Epoch(val) [2][196/196] accuracy/top1: 32.4260 accuracy/top5: 55.0400 data_time: 0.0015 time: 0.2044 2024/02/04 09:56:03 - mmengine - INFO - Epoch(train) [3][10/78] lr: 1.3561e+00 eta: 5:54:48 time: 3.9765 data_time: 1.1977 memory: 29603 loss: 4.6753 2024/02/04 09:56:30 - mmengine - INFO - Epoch(train) [3][20/78] lr: 1.4382e+00 eta: 5:51:42 time: 2.7086 data_time: 0.0047 memory: 29603 loss: 4.4134 2024/02/04 09:56:57 - mmengine - INFO - Epoch(train) [3][30/78] lr: 1.5204e+00 eta: 5:48:46 time: 2.6886 data_time: 0.0046 memory: 29603 loss: 4.1620 2024/02/04 09:57:24 - mmengine - INFO - Epoch(train) [3][40/78] lr: 1.6025e+00 eta: 5:46:08 time: 2.6947 data_time: 0.0047 memory: 29603 loss: 3.9149 2024/02/04 09:57:51 - mmengine - INFO - Epoch(train) [3][50/78] lr: 1.6847e+00 eta: 5:43:35 time: 2.6735 data_time: 0.0048 memory: 29603 loss: 3.7044 2024/02/04 09:58:18 - mmengine - INFO - Epoch(train) [3][60/78] lr: 1.7668e+00 eta: 5:41:22 time: 2.6985 data_time: 0.0047 memory: 29603 loss: 3.4551 2024/02/04 09:58:45 - mmengine - INFO - Epoch(train) [3][70/78] lr: 1.8490e+00 eta: 5:39:15 time: 2.6880 data_time: 0.0053 memory: 29603 loss: 3.2388 2024/02/04 09:59:06 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 09:59:06 - mmengine - INFO - Saving checkpoint at 3 epochs 2024/02/04 09:59:13 - mmengine - INFO - Epoch(val) [3][ 10/196] eta: 0:00:42 time: 0.2283 data_time: 0.0214 memory: 29603 2024/02/04 09:59:16 - mmengine - INFO - Epoch(val) [3][ 20/196] eta: 0:00:38 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 09:59:18 - mmengine - INFO - Epoch(val) [3][ 30/196] eta: 0:00:35 time: 0.2061 data_time: 0.0018 memory: 1845 2024/02/04 09:59:20 - mmengine - INFO - Epoch(val) [3][ 40/196] eta: 0:00:32 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 09:59:22 - mmengine - INFO - Epoch(val) [3][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 09:59:24 - mmengine - INFO - Epoch(val) [3][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 09:59:26 - mmengine - INFO - Epoch(val) [3][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 09:59:28 - mmengine - INFO - Epoch(val) [3][ 80/196] eta: 0:00:24 time: 0.2056 data_time: 0.0015 memory: 1845 2024/02/04 09:59:30 - mmengine - INFO - Epoch(val) [3][ 90/196] eta: 0:00:21 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 09:59:32 - mmengine - INFO - Epoch(val) [3][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 09:59:34 - mmengine - INFO - Epoch(val) [3][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 09:59:36 - mmengine - INFO - Epoch(val) [3][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 09:59:38 - mmengine - INFO - Epoch(val) [3][130/196] eta: 0:00:13 time: 0.2056 data_time: 0.0014 memory: 1845 2024/02/04 09:59:40 - mmengine - INFO - Epoch(val) [3][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 09:59:42 - mmengine - INFO - Epoch(val) [3][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 09:59:44 - mmengine - INFO - Epoch(val) [3][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 09:59:46 - mmengine - INFO - Epoch(val) [3][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 09:59:48 - mmengine - INFO - Epoch(val) [3][180/196] eta: 0:00:03 time: 0.2063 data_time: 0.0022 memory: 1845 2024/02/04 09:59:50 - mmengine - INFO - Epoch(val) [3][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:00:00 - mmengine - INFO - Epoch(val) [3][196/196] accuracy/top1: 51.3100 accuracy/top5: 72.4700 data_time: 0.0017 time: 0.2046 2024/02/04 10:00:40 - mmengine - INFO - Epoch(train) [4][10/78] lr: 1.9968e+00 eta: 5:41:35 time: 3.9469 data_time: 1.2296 memory: 29603 loss: 2.9231 2024/02/04 10:01:07 - mmengine - INFO - Epoch(train) [4][20/78] lr: 2.0790e+00 eta: 5:39:34 time: 2.6843 data_time: 0.0049 memory: 29603 loss: 2.7624 2024/02/04 10:01:33 - mmengine - INFO - Epoch(train) [4][30/78] lr: 2.1611e+00 eta: 5:37:40 time: 2.6823 data_time: 0.0053 memory: 29603 loss: 2.5968 2024/02/04 10:02:00 - mmengine - INFO - Epoch(train) [4][40/78] lr: 2.2433e+00 eta: 5:35:52 time: 2.6822 data_time: 0.0056 memory: 29603 loss: 2.4977 2024/02/04 10:02:27 - mmengine - INFO - Epoch(train) [4][50/78] lr: 2.3254e+00 eta: 5:34:13 time: 2.6959 data_time: 0.0048 memory: 29603 loss: 2.3997 2024/02/04 10:02:54 - mmengine - INFO - Epoch(train) [4][60/78] lr: 2.4076e+00 eta: 5:32:38 time: 2.6922 data_time: 0.0049 memory: 29603 loss: 2.3104 2024/02/04 10:03:21 - mmengine - INFO - Epoch(train) [4][70/78] lr: 2.4897e+00 eta: 5:31:10 time: 2.7036 data_time: 0.0056 memory: 29603 loss: 2.2451 2024/02/04 10:03:42 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:03:42 - mmengine - INFO - Saving checkpoint at 4 epochs 2024/02/04 10:03:50 - mmengine - INFO - Epoch(val) [4][ 10/196] eta: 0:00:42 time: 0.2303 data_time: 0.0214 memory: 29603 2024/02/04 10:03:52 - mmengine - INFO - Epoch(val) [4][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:03:54 - mmengine - INFO - Epoch(val) [4][ 30/196] eta: 0:00:35 time: 0.2061 data_time: 0.0018 memory: 1845 2024/02/04 10:03:56 - mmengine - INFO - Epoch(val) [4][ 40/196] eta: 0:00:32 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:03:58 - mmengine - INFO - Epoch(val) [4][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:04:00 - mmengine - INFO - Epoch(val) [4][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 10:04:02 - mmengine - INFO - Epoch(val) [4][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:04:05 - mmengine - INFO - Epoch(val) [4][ 80/196] eta: 0:00:24 time: 0.2059 data_time: 0.0018 memory: 1845 2024/02/04 10:04:07 - mmengine - INFO - Epoch(val) [4][ 90/196] eta: 0:00:22 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:04:09 - mmengine - INFO - Epoch(val) [4][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:04:11 - mmengine - INFO - Epoch(val) [4][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:04:13 - mmengine - INFO - Epoch(val) [4][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:04:15 - mmengine - INFO - Epoch(val) [4][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0016 memory: 1845 2024/02/04 10:04:17 - mmengine - INFO - Epoch(val) [4][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:04:19 - mmengine - INFO - Epoch(val) [4][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:04:21 - mmengine - INFO - Epoch(val) [4][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:04:23 - mmengine - INFO - Epoch(val) [4][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:04:25 - mmengine - INFO - Epoch(val) [4][180/196] eta: 0:00:03 time: 0.2059 data_time: 0.0015 memory: 1845 2024/02/04 10:04:27 - mmengine - INFO - Epoch(val) [4][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:04:37 - mmengine - INFO - Epoch(val) [4][196/196] accuracy/top1: 61.0380 accuracy/top5: 81.3200 data_time: 0.0017 time: 0.2047 2024/02/04 10:05:19 - mmengine - INFO - Epoch(train) [5][10/78] lr: 2.6376e+00 eta: 5:33:43 time: 4.1778 data_time: 1.4963 memory: 29603 loss: 2.1007 2024/02/04 10:05:46 - mmengine - INFO - Epoch(train) [5][20/78] lr: 2.7198e+00 eta: 5:32:21 time: 2.7319 data_time: 0.0566 memory: 29603 loss: 2.0480 2024/02/04 10:06:15 - mmengine - INFO - Epoch(train) [5][30/78] lr: 2.8019e+00 eta: 5:31:38 time: 2.9126 data_time: 0.2004 memory: 29603 loss: 1.9972 2024/02/04 10:06:44 - mmengine - INFO - Epoch(train) [5][40/78] lr: 2.8840e+00 eta: 5:31:00 time: 2.9382 data_time: 0.2403 memory: 29603 loss: 1.9888 2024/02/04 10:07:13 - mmengine - INFO - Epoch(train) [5][50/78] lr: 2.9662e+00 eta: 5:30:12 time: 2.8823 data_time: 0.1981 memory: 29603 loss: 1.9333 2024/02/04 10:07:42 - mmengine - INFO - Epoch(train) [5][60/78] lr: 3.0483e+00 eta: 5:29:22 time: 2.8572 data_time: 0.1708 memory: 29603 loss: 1.8764 2024/02/04 10:08:10 - mmengine - INFO - Epoch(train) [5][70/78] lr: 3.1305e+00 eta: 5:28:31 time: 2.8546 data_time: 0.1757 memory: 29603 loss: 1.8792 2024/02/04 10:08:33 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:08:33 - mmengine - INFO - Saving checkpoint at 5 epochs 2024/02/04 10:08:41 - mmengine - INFO - Epoch(val) [5][ 10/196] eta: 0:00:42 time: 0.2299 data_time: 0.0214 memory: 29603 2024/02/04 10:08:43 - mmengine - INFO - Epoch(val) [5][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:08:45 - mmengine - INFO - Epoch(val) [5][ 30/196] eta: 0:00:35 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:08:47 - mmengine - INFO - Epoch(val) [5][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0008 memory: 1845 2024/02/04 10:08:49 - mmengine - INFO - Epoch(val) [5][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:08:51 - mmengine - INFO - Epoch(val) [5][ 60/196] eta: 0:00:28 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:08:53 - mmengine - INFO - Epoch(val) [5][ 70/196] eta: 0:00:26 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:08:55 - mmengine - INFO - Epoch(val) [5][ 80/196] eta: 0:00:24 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:08:57 - mmengine - INFO - Epoch(val) [5][ 90/196] eta: 0:00:21 time: 0.2056 data_time: 0.0016 memory: 1845 2024/02/04 10:08:59 - mmengine - INFO - Epoch(val) [5][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:09:01 - mmengine - INFO - Epoch(val) [5][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:09:03 - mmengine - INFO - Epoch(val) [5][120/196] eta: 0:00:15 time: 0.2126 data_time: 0.0004 memory: 1845 2024/02/04 10:09:05 - mmengine - INFO - Epoch(val) [5][130/196] eta: 0:00:13 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:09:07 - mmengine - INFO - Epoch(val) [5][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0007 memory: 1845 2024/02/04 10:09:09 - mmengine - INFO - Epoch(val) [5][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:09:11 - mmengine - INFO - Epoch(val) [5][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:09:14 - mmengine - INFO - Epoch(val) [5][170/196] eta: 0:00:05 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 10:09:16 - mmengine - INFO - Epoch(val) [5][180/196] eta: 0:00:03 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:09:18 - mmengine - INFO - Epoch(val) [5][190/196] eta: 0:00:01 time: 0.2058 data_time: 0.0017 memory: 1845 2024/02/04 10:09:27 - mmengine - INFO - Epoch(val) [5][196/196] accuracy/top1: 65.0920 accuracy/top5: 84.5360 data_time: 0.0016 time: 0.2049 2024/02/04 10:10:10 - mmengine - INFO - Epoch(train) [6][10/78] lr: 3.2784e+00 eta: 5:30:50 time: 4.2228 data_time: 1.5309 memory: 29603 loss: 1.8005 2024/02/04 10:10:38 - mmengine - INFO - Epoch(train) [6][20/78] lr: 3.3605e+00 eta: 5:29:49 time: 2.8067 data_time: 0.1431 memory: 29603 loss: 1.7970 2024/02/04 10:11:07 - mmengine - INFO - Epoch(train) [6][30/78] lr: 3.4427e+00 eta: 5:29:06 time: 2.9089 data_time: 0.2222 memory: 29603 loss: 1.7819 2024/02/04 10:11:35 - mmengine - INFO - Epoch(train) [6][40/78] lr: 3.5248e+00 eta: 5:28:12 time: 2.8329 data_time: 0.1481 memory: 29603 loss: 1.7583 2024/02/04 10:12:02 - mmengine - INFO - Epoch(train) [6][50/78] lr: 3.6070e+00 eta: 5:27:00 time: 2.7101 data_time: 0.0285 memory: 29603 loss: 1.7413 2024/02/04 10:12:31 - mmengine - INFO - Epoch(train) [6][60/78] lr: 3.6891e+00 eta: 5:26:14 time: 2.8683 data_time: 0.1856 memory: 29603 loss: 1.7171 2024/02/04 10:12:58 - mmengine - INFO - Epoch(train) [6][70/78] lr: 3.7713e+00 eta: 5:25:13 time: 2.7603 data_time: 0.0824 memory: 29603 loss: 1.7277 2024/02/04 10:13:21 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:13:21 - mmengine - INFO - Saving checkpoint at 6 epochs 2024/02/04 10:13:29 - mmengine - INFO - Epoch(val) [6][ 10/196] eta: 0:00:42 time: 0.2305 data_time: 0.0243 memory: 29603 2024/02/04 10:13:31 - mmengine - INFO - Epoch(val) [6][ 20/196] eta: 0:00:38 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:13:33 - mmengine - INFO - Epoch(val) [6][ 30/196] eta: 0:00:35 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:13:35 - mmengine - INFO - Epoch(val) [6][ 40/196] eta: 0:00:32 time: 0.2056 data_time: 0.0016 memory: 1845 2024/02/04 10:13:37 - mmengine - INFO - Epoch(val) [6][ 50/196] eta: 0:00:30 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:13:39 - mmengine - INFO - Epoch(val) [6][ 60/196] eta: 0:00:28 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:13:41 - mmengine - INFO - Epoch(val) [6][ 70/196] eta: 0:00:26 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:13:43 - mmengine - INFO - Epoch(val) [6][ 80/196] eta: 0:00:24 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:13:45 - mmengine - INFO - Epoch(val) [6][ 90/196] eta: 0:00:21 time: 0.2056 data_time: 0.0016 memory: 1845 2024/02/04 10:13:47 - mmengine - INFO - Epoch(val) [6][100/196] eta: 0:00:19 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:13:49 - mmengine - INFO - Epoch(val) [6][110/196] eta: 0:00:17 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:13:51 - mmengine - INFO - Epoch(val) [6][120/196] eta: 0:00:15 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:13:53 - mmengine - INFO - Epoch(val) [6][130/196] eta: 0:00:13 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:13:55 - mmengine - INFO - Epoch(val) [6][140/196] eta: 0:00:11 time: 0.2056 data_time: 0.0017 memory: 1845 2024/02/04 10:13:58 - mmengine - INFO - Epoch(val) [6][150/196] eta: 0:00:09 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:14:00 - mmengine - INFO - Epoch(val) [6][160/196] eta: 0:00:07 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:14:02 - mmengine - INFO - Epoch(val) [6][170/196] eta: 0:00:05 time: 0.2089 data_time: 0.0003 memory: 1845 2024/02/04 10:14:04 - mmengine - INFO - Epoch(val) [6][180/196] eta: 0:00:03 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:14:06 - mmengine - INFO - Epoch(val) [6][190/196] eta: 0:00:01 time: 0.2056 data_time: 0.0017 memory: 1845 2024/02/04 10:14:15 - mmengine - INFO - Epoch(val) [6][196/196] accuracy/top1: 66.9480 accuracy/top5: 86.0560 data_time: 0.0018 time: 0.2047 2024/02/04 10:14:57 - mmengine - INFO - Epoch(train) [7][10/78] lr: 3.9191e+00 eta: 5:26:47 time: 4.1569 data_time: 1.4981 memory: 29603 loss: 1.7016 2024/02/04 10:15:25 - mmengine - INFO - Epoch(train) [7][20/78] lr: 4.0013e+00 eta: 5:25:52 time: 2.8120 data_time: 0.1453 memory: 29603 loss: 1.6675 2024/02/04 10:15:53 - mmengine - INFO - Epoch(train) [7][30/78] lr: 4.0834e+00 eta: 5:24:55 time: 2.7822 data_time: 0.0956 memory: 29603 loss: 1.6500 2024/02/04 10:16:21 - mmengine - INFO - Epoch(train) [7][40/78] lr: 4.1656e+00 eta: 5:24:05 time: 2.8368 data_time: 0.1550 memory: 29603 loss: 1.6703 2024/02/04 10:16:50 - mmengine - INFO - Epoch(train) [7][50/78] lr: 4.2477e+00 eta: 5:23:17 time: 2.8436 data_time: 0.1569 memory: 29603 loss: 1.6664 2024/02/04 10:17:17 - mmengine - INFO - Epoch(train) [7][60/78] lr: 4.3299e+00 eta: 5:22:20 time: 2.7554 data_time: 0.0993 memory: 29603 loss: 1.6376 2024/02/04 10:17:46 - mmengine - INFO - Epoch(train) [7][70/78] lr: 4.4120e+00 eta: 5:21:35 time: 2.8531 data_time: 0.1734 memory: 29603 loss: 1.6516 2024/02/04 10:18:08 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:18:08 - mmengine - INFO - Saving checkpoint at 7 epochs 2024/02/04 10:18:15 - mmengine - INFO - Epoch(val) [7][ 10/196] eta: 0:00:42 time: 0.2277 data_time: 0.0214 memory: 29603 2024/02/04 10:18:17 - mmengine - INFO - Epoch(val) [7][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:18:19 - mmengine - INFO - Epoch(val) [7][ 30/196] eta: 0:00:35 time: 0.2055 data_time: 0.0013 memory: 1845 2024/02/04 10:18:21 - mmengine - INFO - Epoch(val) [7][ 40/196] eta: 0:00:32 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:18:23 - mmengine - INFO - Epoch(val) [7][ 50/196] eta: 0:00:30 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:18:25 - mmengine - INFO - Epoch(val) [7][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0005 memory: 1845 2024/02/04 10:18:27 - mmengine - INFO - Epoch(val) [7][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:18:30 - mmengine - INFO - Epoch(val) [7][ 80/196] eta: 0:00:24 time: 0.2060 data_time: 0.0019 memory: 1845 2024/02/04 10:18:32 - mmengine - INFO - Epoch(val) [7][ 90/196] eta: 0:00:21 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:18:34 - mmengine - INFO - Epoch(val) [7][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0005 memory: 1845 2024/02/04 10:18:36 - mmengine - INFO - Epoch(val) [7][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:18:38 - mmengine - INFO - Epoch(val) [7][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:18:40 - mmengine - INFO - Epoch(val) [7][130/196] eta: 0:00:13 time: 0.2057 data_time: 0.0016 memory: 1845 2024/02/04 10:18:42 - mmengine - INFO - Epoch(val) [7][140/196] eta: 0:00:11 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:18:44 - mmengine - INFO - Epoch(val) [7][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 10:18:46 - mmengine - INFO - Epoch(val) [7][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:18:48 - mmengine - INFO - Epoch(val) [7][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 10:18:50 - mmengine - INFO - Epoch(val) [7][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0008 memory: 1845 2024/02/04 10:18:52 - mmengine - INFO - Epoch(val) [7][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 10:19:02 - mmengine - INFO - Epoch(val) [7][196/196] accuracy/top1: 67.9840 accuracy/top5: 86.7620 data_time: 0.0017 time: 0.2045 2024/02/04 10:19:45 - mmengine - INFO - Epoch(train) [8][10/78] lr: 4.5599e+00 eta: 5:22:51 time: 4.2885 data_time: 1.6218 memory: 29603 loss: 1.5964 2024/02/04 10:20:12 - mmengine - INFO - Epoch(train) [8][20/78] lr: 4.6420e+00 eta: 5:21:45 time: 2.6819 data_time: 0.0035 memory: 29603 loss: 1.6089 2024/02/04 10:20:40 - mmengine - INFO - Epoch(train) [8][30/78] lr: 4.7242e+00 eta: 5:20:59 time: 2.8452 data_time: 0.1675 memory: 29603 loss: 1.5977 2024/02/04 10:21:08 - mmengine - INFO - Epoch(train) [8][40/78] lr: 4.8063e+00 eta: 5:20:08 time: 2.7962 data_time: 0.1244 memory: 29603 loss: 1.6076 2024/02/04 10:21:36 - mmengine - INFO - Epoch(train) [8][50/78] lr: 4.8885e+00 eta: 5:19:18 time: 2.7970 data_time: 0.1260 memory: 29603 loss: 1.6146 2024/02/04 10:22:04 - mmengine - INFO - Epoch(train) [8][60/78] lr: 4.9706e+00 eta: 5:18:32 time: 2.8254 data_time: 0.1602 memory: 29603 loss: 1.6123 2024/02/04 10:22:33 - mmengine - INFO - Epoch(train) [8][70/78] lr: 5.0528e+00 eta: 5:17:51 time: 2.8757 data_time: 0.1930 memory: 29603 loss: 1.6130 2024/02/04 10:22:55 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:22:55 - mmengine - INFO - Saving checkpoint at 8 epochs 2024/02/04 10:23:03 - mmengine - INFO - Epoch(val) [8][ 10/196] eta: 0:00:42 time: 0.2305 data_time: 0.0214 memory: 29603 2024/02/04 10:23:05 - mmengine - INFO - Epoch(val) [8][ 20/196] eta: 0:00:38 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:23:07 - mmengine - INFO - Epoch(val) [8][ 30/196] eta: 0:00:35 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:23:09 - mmengine - INFO - Epoch(val) [8][ 40/196] eta: 0:00:32 time: 0.2066 data_time: 0.0024 memory: 1845 2024/02/04 10:23:11 - mmengine - INFO - Epoch(val) [8][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:23:13 - mmengine - INFO - Epoch(val) [8][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 10:23:15 - mmengine - INFO - Epoch(val) [8][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 10:23:17 - mmengine - INFO - Epoch(val) [8][ 80/196] eta: 0:00:24 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:23:19 - mmengine - INFO - Epoch(val) [8][ 90/196] eta: 0:00:22 time: 0.2060 data_time: 0.0019 memory: 1845 2024/02/04 10:23:21 - mmengine - INFO - Epoch(val) [8][100/196] eta: 0:00:19 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:23:23 - mmengine - INFO - Epoch(val) [8][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:23:25 - mmengine - INFO - Epoch(val) [8][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:23:28 - mmengine - INFO - Epoch(val) [8][130/196] eta: 0:00:13 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 10:23:30 - mmengine - INFO - Epoch(val) [8][140/196] eta: 0:00:11 time: 0.2059 data_time: 0.0018 memory: 1845 2024/02/04 10:23:32 - mmengine - INFO - Epoch(val) [8][150/196] eta: 0:00:09 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:23:34 - mmengine - INFO - Epoch(val) [8][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:23:36 - mmengine - INFO - Epoch(val) [8][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:23:38 - mmengine - INFO - Epoch(val) [8][180/196] eta: 0:00:03 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:23:40 - mmengine - INFO - Epoch(val) [8][190/196] eta: 0:00:01 time: 0.2062 data_time: 0.0023 memory: 1845 2024/02/04 10:23:50 - mmengine - INFO - Epoch(val) [8][196/196] accuracy/top1: 68.4040 accuracy/top5: 87.2520 data_time: 0.0018 time: 0.2048 2024/02/04 10:24:31 - mmengine - INFO - Epoch(train) [9][10/78] lr: 5.2006e+00 eta: 5:18:35 time: 4.1109 data_time: 1.4103 memory: 29603 loss: 1.5383 2024/02/04 10:24:58 - mmengine - INFO - Epoch(train) [9][20/78] lr: 5.2828e+00 eta: 5:17:34 time: 2.6818 data_time: 0.0048 memory: 29603 loss: 1.5753 2024/02/04 10:25:24 - mmengine - INFO - Epoch(train) [9][30/78] lr: 5.3649e+00 eta: 5:16:34 time: 2.6782 data_time: 0.0055 memory: 29603 loss: 1.5964 2024/02/04 10:25:51 - mmengine - INFO - Epoch(train) [9][40/78] lr: 5.4471e+00 eta: 5:15:37 time: 2.6942 data_time: 0.0047 memory: 29603 loss: 1.5817 2024/02/04 10:26:18 - mmengine - INFO - Epoch(train) [9][50/78] lr: 5.5292e+00 eta: 5:14:40 time: 2.6967 data_time: 0.0058 memory: 29603 loss: 1.6028 2024/02/04 10:26:45 - mmengine - INFO - Epoch(train) [9][60/78] lr: 5.6114e+00 eta: 5:13:43 time: 2.6785 data_time: 0.0042 memory: 29603 loss: 1.5854 2024/02/04 10:27:12 - mmengine - INFO - Epoch(train) [9][70/78] lr: 5.6935e+00 eta: 5:12:47 time: 2.6782 data_time: 0.0042 memory: 29603 loss: 1.5873 2024/02/04 10:27:33 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:27:33 - mmengine - INFO - Saving checkpoint at 9 epochs 2024/02/04 10:27:41 - mmengine - INFO - Epoch(val) [9][ 10/196] eta: 0:00:42 time: 0.2298 data_time: 0.0213 memory: 29603 2024/02/04 10:27:43 - mmengine - INFO - Epoch(val) [9][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 10:27:45 - mmengine - INFO - Epoch(val) [9][ 30/196] eta: 0:00:35 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:27:47 - mmengine - INFO - Epoch(val) [9][ 40/196] eta: 0:00:32 time: 0.2063 data_time: 0.0022 memory: 1845 2024/02/04 10:27:49 - mmengine - INFO - Epoch(val) [9][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 10:27:51 - mmengine - INFO - Epoch(val) [9][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:27:53 - mmengine - INFO - Epoch(val) [9][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:27:55 - mmengine - INFO - Epoch(val) [9][ 80/196] eta: 0:00:24 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 10:27:57 - mmengine - INFO - Epoch(val) [9][ 90/196] eta: 0:00:22 time: 0.2058 data_time: 0.0014 memory: 1845 2024/02/04 10:27:59 - mmengine - INFO - Epoch(val) [9][100/196] eta: 0:00:19 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:28:01 - mmengine - INFO - Epoch(val) [9][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:28:03 - mmengine - INFO - Epoch(val) [9][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:28:06 - mmengine - INFO - Epoch(val) [9][130/196] eta: 0:00:13 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:28:08 - mmengine - INFO - Epoch(val) [9][140/196] eta: 0:00:11 time: 0.2068 data_time: 0.0025 memory: 1845 2024/02/04 10:28:10 - mmengine - INFO - Epoch(val) [9][150/196] eta: 0:00:09 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:28:12 - mmengine - INFO - Epoch(val) [9][160/196] eta: 0:00:07 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:28:14 - mmengine - INFO - Epoch(val) [9][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:28:16 - mmengine - INFO - Epoch(val) [9][180/196] eta: 0:00:03 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:28:18 - mmengine - INFO - Epoch(val) [9][190/196] eta: 0:00:01 time: 0.2063 data_time: 0.0022 memory: 1845 2024/02/04 10:28:27 - mmengine - INFO - Epoch(val) [9][196/196] accuracy/top1: 68.4380 accuracy/top5: 87.4860 data_time: 0.0018 time: 0.2048 2024/02/04 10:29:07 - mmengine - INFO - Epoch(train) [10][10/78] lr: 5.8414e+00 eta: 5:13:04 time: 3.9976 data_time: 1.2544 memory: 29603 loss: 1.5514 2024/02/04 10:29:34 - mmengine - INFO - Epoch(train) [10][20/78] lr: 5.9235e+00 eta: 5:12:09 time: 2.6912 data_time: 0.0061 memory: 29603 loss: 1.5556 2024/02/04 10:30:01 - mmengine - INFO - Epoch(train) [10][30/78] lr: 6.0057e+00 eta: 5:11:16 time: 2.6996 data_time: 0.0039 memory: 29603 loss: 1.5807 2024/02/04 10:30:28 - mmengine - INFO - Epoch(train) [10][40/78] lr: 6.0878e+00 eta: 5:10:23 time: 2.6957 data_time: 0.0040 memory: 29603 loss: 1.6087 2024/02/04 10:30:55 - mmengine - INFO - Epoch(train) [10][50/78] lr: 6.1700e+00 eta: 5:09:31 time: 2.7045 data_time: 0.0055 memory: 29603 loss: 1.5948 2024/02/04 10:31:22 - mmengine - INFO - Epoch(train) [10][60/78] lr: 6.2521e+00 eta: 5:08:38 time: 2.6784 data_time: 0.0056 memory: 29603 loss: 1.5838 2024/02/04 10:31:49 - mmengine - INFO - Epoch(train) [10][70/78] lr: 6.3343e+00 eta: 5:07:47 time: 2.6958 data_time: 0.0051 memory: 29603 loss: 1.5978 2024/02/04 10:32:11 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:32:11 - mmengine - INFO - Saving checkpoint at 10 epochs 2024/02/04 10:32:18 - mmengine - INFO - Epoch(val) [10][ 10/196] eta: 0:00:42 time: 0.2287 data_time: 0.0214 memory: 29603 2024/02/04 10:32:20 - mmengine - INFO - Epoch(val) [10][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:32:22 - mmengine - INFO - Epoch(val) [10][ 30/196] eta: 0:00:35 time: 0.2058 data_time: 0.0016 memory: 1845 2024/02/04 10:32:24 - mmengine - INFO - Epoch(val) [10][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:32:26 - mmengine - INFO - Epoch(val) [10][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:32:28 - mmengine - INFO - Epoch(val) [10][ 60/196] eta: 0:00:28 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:32:30 - mmengine - INFO - Epoch(val) [10][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:32:32 - mmengine - INFO - Epoch(val) [10][ 80/196] eta: 0:00:24 time: 0.2057 data_time: 0.0016 memory: 1845 2024/02/04 10:32:35 - mmengine - INFO - Epoch(val) [10][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 10:32:37 - mmengine - INFO - Epoch(val) [10][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:32:39 - mmengine - INFO - Epoch(val) [10][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:32:41 - mmengine - INFO - Epoch(val) [10][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:32:43 - mmengine - INFO - Epoch(val) [10][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0016 memory: 1845 2024/02/04 10:32:45 - mmengine - INFO - Epoch(val) [10][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 10:32:47 - mmengine - INFO - Epoch(val) [10][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:32:49 - mmengine - INFO - Epoch(val) [10][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 10:32:51 - mmengine - INFO - Epoch(val) [10][170/196] eta: 0:00:05 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:32:53 - mmengine - INFO - Epoch(val) [10][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0012 memory: 1845 2024/02/04 10:32:55 - mmengine - INFO - Epoch(val) [10][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:33:05 - mmengine - INFO - Epoch(val) [10][196/196] accuracy/top1: 68.4260 accuracy/top5: 87.5560 data_time: 0.0017 time: 0.2046 2024/02/04 10:33:44 - mmengine - INFO - Epoch(train) [11][10/78] lr: 6.4000e+00 eta: 5:07:55 time: 3.9343 data_time: 1.2145 memory: 29603 loss: 1.5556 2024/02/04 10:34:12 - mmengine - INFO - Epoch(train) [11][20/78] lr: 6.3999e+00 eta: 5:07:11 time: 2.7849 data_time: 0.0042 memory: 29603 loss: 1.5505 2024/02/04 10:34:39 - mmengine - INFO - Epoch(train) [11][30/78] lr: 6.3997e+00 eta: 5:06:22 time: 2.7092 data_time: 0.0040 memory: 29603 loss: 1.5851 2024/02/04 10:35:06 - mmengine - INFO - Epoch(train) [11][40/78] lr: 6.3994e+00 eta: 5:05:31 time: 2.6779 data_time: 0.0048 memory: 29603 loss: 1.5774 2024/02/04 10:35:33 - mmengine - INFO - Epoch(train) [11][50/78] lr: 6.3990e+00 eta: 5:04:43 time: 2.7037 data_time: 0.0046 memory: 29603 loss: 1.6091 2024/02/04 10:36:00 - mmengine - INFO - Epoch(train) [11][60/78] lr: 6.3986e+00 eta: 5:03:54 time: 2.6905 data_time: 0.0055 memory: 29603 loss: 1.5945 2024/02/04 10:36:27 - mmengine - INFO - Epoch(train) [11][70/78] lr: 6.3981e+00 eta: 5:03:06 time: 2.6901 data_time: 0.0053 memory: 29603 loss: 1.5855 2024/02/04 10:36:48 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:36:48 - mmengine - INFO - Saving checkpoint at 11 epochs 2024/02/04 10:36:56 - mmengine - INFO - Epoch(val) [11][ 10/196] eta: 0:00:42 time: 0.2283 data_time: 0.0213 memory: 29603 2024/02/04 10:36:58 - mmengine - INFO - Epoch(val) [11][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:37:00 - mmengine - INFO - Epoch(val) [11][ 30/196] eta: 0:00:35 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:37:02 - mmengine - INFO - Epoch(val) [11][ 40/196] eta: 0:00:32 time: 0.2059 data_time: 0.0017 memory: 1845 2024/02/04 10:37:04 - mmengine - INFO - Epoch(val) [11][ 50/196] eta: 0:00:30 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:37:06 - mmengine - INFO - Epoch(val) [11][ 60/196] eta: 0:00:28 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 10:37:08 - mmengine - INFO - Epoch(val) [11][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:37:10 - mmengine - INFO - Epoch(val) [11][ 80/196] eta: 0:00:24 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:37:12 - mmengine - INFO - Epoch(val) [11][ 90/196] eta: 0:00:21 time: 0.2065 data_time: 0.0023 memory: 1845 2024/02/04 10:37:14 - mmengine - INFO - Epoch(val) [11][100/196] eta: 0:00:19 time: 0.2052 data_time: 0.0005 memory: 1845 2024/02/04 10:37:16 - mmengine - INFO - Epoch(val) [11][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 10:37:18 - mmengine - INFO - Epoch(val) [11][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:37:20 - mmengine - INFO - Epoch(val) [11][130/196] eta: 0:00:13 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:37:22 - mmengine - INFO - Epoch(val) [11][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0008 memory: 1845 2024/02/04 10:37:24 - mmengine - INFO - Epoch(val) [11][150/196] eta: 0:00:09 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:37:26 - mmengine - INFO - Epoch(val) [11][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:37:29 - mmengine - INFO - Epoch(val) [11][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:37:31 - mmengine - INFO - Epoch(val) [11][180/196] eta: 0:00:03 time: 0.2117 data_time: 0.0003 memory: 1845 2024/02/04 10:37:33 - mmengine - INFO - Epoch(val) [11][190/196] eta: 0:00:01 time: 0.2057 data_time: 0.0016 memory: 1845 2024/02/04 10:37:42 - mmengine - INFO - Epoch(val) [11][196/196] accuracy/top1: 68.5660 accuracy/top5: 87.5200 data_time: 0.0017 time: 0.2049 2024/02/04 10:38:22 - mmengine - INFO - Epoch(train) [12][10/78] lr: 6.3969e+00 eta: 5:03:12 time: 3.9968 data_time: 1.1574 memory: 29603 loss: 1.5497 2024/02/04 10:38:50 - mmengine - INFO - Epoch(train) [12][20/78] lr: 6.3962e+00 eta: 5:02:27 time: 2.7328 data_time: 0.0054 memory: 29603 loss: 1.5296 2024/02/04 10:39:17 - mmengine - INFO - Epoch(train) [12][30/78] lr: 6.3954e+00 eta: 5:01:39 time: 2.6869 data_time: 0.0039 memory: 29603 loss: 1.5838 2024/02/04 10:39:43 - mmengine - INFO - Epoch(train) [12][40/78] lr: 6.3944e+00 eta: 5:00:51 time: 2.6836 data_time: 0.0055 memory: 29603 loss: 1.5500 2024/02/04 10:40:10 - mmengine - INFO - Epoch(train) [12][50/78] lr: 6.3935e+00 eta: 5:00:04 time: 2.6865 data_time: 0.0039 memory: 29603 loss: 1.5802 2024/02/04 10:40:37 - mmengine - INFO - Epoch(train) [12][60/78] lr: 6.3924e+00 eta: 4:59:18 time: 2.6961 data_time: 0.0053 memory: 29603 loss: 1.5826 2024/02/04 10:41:04 - mmengine - INFO - Epoch(train) [12][70/78] lr: 6.3912e+00 eta: 4:58:32 time: 2.6868 data_time: 0.0042 memory: 29603 loss: 1.5907 2024/02/04 10:41:26 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:41:26 - mmengine - INFO - Saving checkpoint at 12 epochs 2024/02/04 10:41:33 - mmengine - INFO - Epoch(val) [12][ 10/196] eta: 0:00:42 time: 0.2306 data_time: 0.0234 memory: 29603 2024/02/04 10:41:35 - mmengine - INFO - Epoch(val) [12][ 20/196] eta: 0:00:38 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:41:37 - mmengine - INFO - Epoch(val) [12][ 30/196] eta: 0:00:35 time: 0.2055 data_time: 0.0015 memory: 1845 2024/02/04 10:41:39 - mmengine - INFO - Epoch(val) [12][ 40/196] eta: 0:00:32 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:41:41 - mmengine - INFO - Epoch(val) [12][ 50/196] eta: 0:00:30 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:41:44 - mmengine - INFO - Epoch(val) [12][ 60/196] eta: 0:00:28 time: 0.2058 data_time: 0.0004 memory: 1845 2024/02/04 10:41:46 - mmengine - INFO - Epoch(val) [12][ 70/196] eta: 0:00:26 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:41:48 - mmengine - INFO - Epoch(val) [12][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0013 memory: 1845 2024/02/04 10:41:50 - mmengine - INFO - Epoch(val) [12][ 90/196] eta: 0:00:22 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:41:52 - mmengine - INFO - Epoch(val) [12][100/196] eta: 0:00:19 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:41:54 - mmengine - INFO - Epoch(val) [12][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:41:56 - mmengine - INFO - Epoch(val) [12][120/196] eta: 0:00:15 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 10:41:58 - mmengine - INFO - Epoch(val) [12][130/196] eta: 0:00:13 time: 0.2054 data_time: 0.0015 memory: 1845 2024/02/04 10:42:00 - mmengine - INFO - Epoch(val) [12][140/196] eta: 0:00:11 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:42:02 - mmengine - INFO - Epoch(val) [12][150/196] eta: 0:00:09 time: 0.2070 data_time: 0.0005 memory: 1845 2024/02/04 10:42:04 - mmengine - INFO - Epoch(val) [12][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 10:42:06 - mmengine - INFO - Epoch(val) [12][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 10:42:08 - mmengine - INFO - Epoch(val) [12][180/196] eta: 0:00:03 time: 0.2063 data_time: 0.0022 memory: 1845 2024/02/04 10:42:10 - mmengine - INFO - Epoch(val) [12][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:42:21 - mmengine - INFO - Epoch(val) [12][196/196] accuracy/top1: 68.5980 accuracy/top5: 87.6380 data_time: 0.0018 time: 0.2048 2024/02/04 10:43:02 - mmengine - INFO - Epoch(train) [13][10/78] lr: 6.3890e+00 eta: 4:58:38 time: 4.0670 data_time: 1.2443 memory: 29603 loss: 1.5353 2024/02/04 10:43:30 - mmengine - INFO - Epoch(train) [13][20/78] lr: 6.3876e+00 eta: 4:57:59 time: 2.7966 data_time: 0.0054 memory: 29603 loss: 1.5861 2024/02/04 10:43:57 - mmengine - INFO - Epoch(train) [13][30/78] lr: 6.3861e+00 eta: 4:57:13 time: 2.6837 data_time: 0.0050 memory: 29603 loss: 1.5618 2024/02/04 10:44:24 - mmengine - INFO - Epoch(train) [13][40/78] lr: 6.3846e+00 eta: 4:56:28 time: 2.6975 data_time: 0.0040 memory: 29603 loss: 1.6083 2024/02/04 10:44:50 - mmengine - INFO - Epoch(train) [13][50/78] lr: 6.3830e+00 eta: 4:55:42 time: 2.6726 data_time: 0.0050 memory: 29603 loss: 1.5745 2024/02/04 10:45:17 - mmengine - INFO - Epoch(train) [13][60/78] lr: 6.3813e+00 eta: 4:54:56 time: 2.6732 data_time: 0.0050 memory: 29603 loss: 1.5872 2024/02/04 10:45:28 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:45:44 - mmengine - INFO - Epoch(train) [13][70/78] lr: 6.3795e+00 eta: 4:54:12 time: 2.6872 data_time: 0.0053 memory: 29603 loss: 1.5872 2024/02/04 10:46:05 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:46:05 - mmengine - INFO - Saving checkpoint at 13 epochs 2024/02/04 10:46:13 - mmengine - INFO - Epoch(val) [13][ 10/196] eta: 0:00:42 time: 0.2305 data_time: 0.0216 memory: 29603 2024/02/04 10:46:15 - mmengine - INFO - Epoch(val) [13][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 10:46:17 - mmengine - INFO - Epoch(val) [13][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 10:46:19 - mmengine - INFO - Epoch(val) [13][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:46:21 - mmengine - INFO - Epoch(val) [13][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:46:23 - mmengine - INFO - Epoch(val) [13][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:46:25 - mmengine - INFO - Epoch(val) [13][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0006 memory: 1845 2024/02/04 10:46:28 - mmengine - INFO - Epoch(val) [13][ 80/196] eta: 0:00:24 time: 0.2056 data_time: 0.0013 memory: 1845 2024/02/04 10:46:30 - mmengine - INFO - Epoch(val) [13][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:46:32 - mmengine - INFO - Epoch(val) [13][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 10:46:34 - mmengine - INFO - Epoch(val) [13][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:46:36 - mmengine - INFO - Epoch(val) [13][120/196] eta: 0:00:15 time: 0.2106 data_time: 0.0005 memory: 1845 2024/02/04 10:46:38 - mmengine - INFO - Epoch(val) [13][130/196] eta: 0:00:13 time: 0.2057 data_time: 0.0016 memory: 1845 2024/02/04 10:46:40 - mmengine - INFO - Epoch(val) [13][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 10:46:42 - mmengine - INFO - Epoch(val) [13][150/196] eta: 0:00:09 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:46:44 - mmengine - INFO - Epoch(val) [13][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:46:46 - mmengine - INFO - Epoch(val) [13][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:46:48 - mmengine - INFO - Epoch(val) [13][180/196] eta: 0:00:03 time: 0.2056 data_time: 0.0015 memory: 1845 2024/02/04 10:46:50 - mmengine - INFO - Epoch(val) [13][190/196] eta: 0:00:01 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 10:47:00 - mmengine - INFO - Epoch(val) [13][196/196] accuracy/top1: 68.4180 accuracy/top5: 87.6520 data_time: 0.0017 time: 0.2050 2024/02/04 10:47:40 - mmengine - INFO - Epoch(train) [14][10/78] lr: 6.3761e+00 eta: 4:54:09 time: 3.9788 data_time: 1.2540 memory: 29603 loss: 1.5332 2024/02/04 10:48:07 - mmengine - INFO - Epoch(train) [14][20/78] lr: 6.3741e+00 eta: 4:53:25 time: 2.6931 data_time: 0.0056 memory: 29603 loss: 1.5374 2024/02/04 10:48:34 - mmengine - INFO - Epoch(train) [14][30/78] lr: 6.3720e+00 eta: 4:52:41 time: 2.6891 data_time: 0.0052 memory: 29603 loss: 1.5452 2024/02/04 10:49:00 - mmengine - INFO - Epoch(train) [14][40/78] lr: 6.3698e+00 eta: 4:51:58 time: 2.6947 data_time: 0.0051 memory: 29603 loss: 1.5746 2024/02/04 10:49:27 - mmengine - INFO - Epoch(train) [14][50/78] lr: 6.3676e+00 eta: 4:51:14 time: 2.6842 data_time: 0.0050 memory: 29603 loss: 1.5980 2024/02/04 10:49:54 - mmengine - INFO - Epoch(train) [14][60/78] lr: 6.3652e+00 eta: 4:50:31 time: 2.6838 data_time: 0.0048 memory: 29603 loss: 1.5697 2024/02/04 10:50:21 - mmengine - INFO - Epoch(train) [14][70/78] lr: 6.3628e+00 eta: 4:49:49 time: 2.6878 data_time: 0.0058 memory: 29603 loss: 1.5694 2024/02/04 10:50:43 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:50:43 - mmengine - INFO - Saving checkpoint at 14 epochs 2024/02/04 10:50:50 - mmengine - INFO - Epoch(val) [14][ 10/196] eta: 0:00:42 time: 0.2301 data_time: 0.0216 memory: 29603 2024/02/04 10:50:52 - mmengine - INFO - Epoch(val) [14][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 10:50:55 - mmengine - INFO - Epoch(val) [14][ 30/196] eta: 0:00:35 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 10:50:57 - mmengine - INFO - Epoch(val) [14][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:50:59 - mmengine - INFO - Epoch(val) [14][ 50/196] eta: 0:00:30 time: 0.2083 data_time: 0.0004 memory: 1845 2024/02/04 10:51:01 - mmengine - INFO - Epoch(val) [14][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 10:51:03 - mmengine - INFO - Epoch(val) [14][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 10:51:05 - mmengine - INFO - Epoch(val) [14][ 80/196] eta: 0:00:24 time: 0.2059 data_time: 0.0015 memory: 1845 2024/02/04 10:51:07 - mmengine - INFO - Epoch(val) [14][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:51:09 - mmengine - INFO - Epoch(val) [14][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:51:11 - mmengine - INFO - Epoch(val) [14][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:51:13 - mmengine - INFO - Epoch(val) [14][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:51:15 - mmengine - INFO - Epoch(val) [14][130/196] eta: 0:00:13 time: 0.2071 data_time: 0.0027 memory: 1845 2024/02/04 10:51:17 - mmengine - INFO - Epoch(val) [14][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:51:19 - mmengine - INFO - Epoch(val) [14][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:51:21 - mmengine - INFO - Epoch(val) [14][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 10:51:23 - mmengine - INFO - Epoch(val) [14][170/196] eta: 0:00:05 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:51:25 - mmengine - INFO - Epoch(val) [14][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0008 memory: 1845 2024/02/04 10:51:27 - mmengine - INFO - Epoch(val) [14][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 10:51:37 - mmengine - INFO - Epoch(val) [14][196/196] accuracy/top1: 68.5160 accuracy/top5: 87.5640 data_time: 0.0017 time: 0.2050 2024/02/04 10:52:17 - mmengine - INFO - Epoch(train) [15][10/78] lr: 6.3583e+00 eta: 4:49:41 time: 3.9576 data_time: 1.2092 memory: 29603 loss: 1.5381 2024/02/04 10:52:44 - mmengine - INFO - Epoch(train) [15][20/78] lr: 6.3557e+00 eta: 4:48:58 time: 2.6884 data_time: 0.0039 memory: 29603 loss: 1.5718 2024/02/04 10:53:10 - mmengine - INFO - Epoch(train) [15][30/78] lr: 6.3530e+00 eta: 4:48:16 time: 2.6853 data_time: 0.0048 memory: 29603 loss: 1.5216 2024/02/04 10:53:38 - mmengine - INFO - Epoch(train) [15][40/78] lr: 6.3502e+00 eta: 4:47:35 time: 2.7019 data_time: 0.0047 memory: 29603 loss: 1.5965 2024/02/04 10:54:04 - mmengine - INFO - Epoch(train) [15][50/78] lr: 6.3473e+00 eta: 4:46:53 time: 2.6933 data_time: 0.0055 memory: 29603 loss: 1.5759 2024/02/04 10:54:31 - mmengine - INFO - Epoch(train) [15][60/78] lr: 6.3443e+00 eta: 4:46:11 time: 2.6788 data_time: 0.0037 memory: 29603 loss: 1.5424 2024/02/04 10:54:58 - mmengine - INFO - Epoch(train) [15][70/78] lr: 6.3413e+00 eta: 4:45:30 time: 2.6903 data_time: 0.0055 memory: 29603 loss: 1.5974 2024/02/04 10:55:20 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:55:20 - mmengine - INFO - Saving checkpoint at 15 epochs 2024/02/04 10:55:27 - mmengine - INFO - Epoch(val) [15][ 10/196] eta: 0:00:43 time: 0.2317 data_time: 0.0235 memory: 29603 2024/02/04 10:55:29 - mmengine - INFO - Epoch(val) [15][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:55:32 - mmengine - INFO - Epoch(val) [15][ 30/196] eta: 0:00:35 time: 0.2080 data_time: 0.0017 memory: 1845 2024/02/04 10:55:34 - mmengine - INFO - Epoch(val) [15][ 40/196] eta: 0:00:33 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:55:36 - mmengine - INFO - Epoch(val) [15][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:55:38 - mmengine - INFO - Epoch(val) [15][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:55:40 - mmengine - INFO - Epoch(val) [15][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:55:42 - mmengine - INFO - Epoch(val) [15][ 80/196] eta: 0:00:24 time: 0.2053 data_time: 0.0009 memory: 1845 2024/02/04 10:55:44 - mmengine - INFO - Epoch(val) [15][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:55:46 - mmengine - INFO - Epoch(val) [15][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 10:55:48 - mmengine - INFO - Epoch(val) [15][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 10:55:50 - mmengine - INFO - Epoch(val) [15][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:55:52 - mmengine - INFO - Epoch(val) [15][130/196] eta: 0:00:13 time: 0.2053 data_time: 0.0008 memory: 1845 2024/02/04 10:55:54 - mmengine - INFO - Epoch(val) [15][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 10:55:56 - mmengine - INFO - Epoch(val) [15][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 10:55:58 - mmengine - INFO - Epoch(val) [15][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:56:00 - mmengine - INFO - Epoch(val) [15][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 10:56:02 - mmengine - INFO - Epoch(val) [15][180/196] eta: 0:00:03 time: 0.2056 data_time: 0.0014 memory: 1845 2024/02/04 10:56:04 - mmengine - INFO - Epoch(val) [15][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 10:56:14 - mmengine - INFO - Epoch(val) [15][196/196] accuracy/top1: 68.7100 accuracy/top5: 87.6820 data_time: 0.0017 time: 0.2048 2024/02/04 10:56:54 - mmengine - INFO - Epoch(train) [16][10/78] lr: 6.3357e+00 eta: 4:45:21 time: 3.9967 data_time: 1.2536 memory: 29603 loss: 1.5352 2024/02/04 10:57:21 - mmengine - INFO - Epoch(train) [16][20/78] lr: 6.3324e+00 eta: 4:44:39 time: 2.6878 data_time: 0.0043 memory: 29603 loss: 1.5377 2024/02/04 10:57:48 - mmengine - INFO - Epoch(train) [16][30/78] lr: 6.3291e+00 eta: 4:43:59 time: 2.7020 data_time: 0.0037 memory: 29603 loss: 1.5777 2024/02/04 10:58:15 - mmengine - INFO - Epoch(train) [16][40/78] lr: 6.3257e+00 eta: 4:43:18 time: 2.6877 data_time: 0.0045 memory: 29603 loss: 1.5808 2024/02/04 10:58:42 - mmengine - INFO - Epoch(train) [16][50/78] lr: 6.3222e+00 eta: 4:42:38 time: 2.6872 data_time: 0.0037 memory: 29603 loss: 1.5822 2024/02/04 10:59:09 - mmengine - INFO - Epoch(train) [16][60/78] lr: 6.3186e+00 eta: 4:41:57 time: 2.6847 data_time: 0.0047 memory: 29603 loss: 1.6071 2024/02/04 10:59:35 - mmengine - INFO - Epoch(train) [16][70/78] lr: 6.3149e+00 eta: 4:41:17 time: 2.6831 data_time: 0.0049 memory: 29603 loss: 1.5886 2024/02/04 10:59:57 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 10:59:57 - mmengine - INFO - Saving checkpoint at 16 epochs 2024/02/04 11:00:05 - mmengine - INFO - Epoch(val) [16][ 10/196] eta: 0:00:42 time: 0.2287 data_time: 0.0215 memory: 29603 2024/02/04 11:00:07 - mmengine - INFO - Epoch(val) [16][ 20/196] eta: 0:00:38 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 11:00:09 - mmengine - INFO - Epoch(val) [16][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 11:00:11 - mmengine - INFO - Epoch(val) [16][ 40/196] eta: 0:00:32 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:00:13 - mmengine - INFO - Epoch(val) [16][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:00:15 - mmengine - INFO - Epoch(val) [16][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:00:17 - mmengine - INFO - Epoch(val) [16][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:00:19 - mmengine - INFO - Epoch(val) [16][ 80/196] eta: 0:00:24 time: 0.2059 data_time: 0.0015 memory: 1845 2024/02/04 11:00:21 - mmengine - INFO - Epoch(val) [16][ 90/196] eta: 0:00:21 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:00:23 - mmengine - INFO - Epoch(val) [16][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:00:25 - mmengine - INFO - Epoch(val) [16][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:00:27 - mmengine - INFO - Epoch(val) [16][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:00:29 - mmengine - INFO - Epoch(val) [16][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0017 memory: 1845 2024/02/04 11:00:31 - mmengine - INFO - Epoch(val) [16][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:00:33 - mmengine - INFO - Epoch(val) [16][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:00:35 - mmengine - INFO - Epoch(val) [16][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:00:37 - mmengine - INFO - Epoch(val) [16][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:00:39 - mmengine - INFO - Epoch(val) [16][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0007 memory: 1845 2024/02/04 11:00:42 - mmengine - INFO - Epoch(val) [16][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:00:51 - mmengine - INFO - Epoch(val) [16][196/196] accuracy/top1: 68.4880 accuracy/top5: 87.5480 data_time: 0.0016 time: 0.2046 2024/02/04 11:01:31 - mmengine - INFO - Epoch(train) [17][10/78] lr: 6.3082e+00 eta: 4:41:01 time: 3.9180 data_time: 1.2019 memory: 29603 loss: 1.5311 2024/02/04 11:01:57 - mmengine - INFO - Epoch(train) [17][20/78] lr: 6.3043e+00 eta: 4:40:21 time: 2.6742 data_time: 0.0048 memory: 29603 loss: 1.5677 2024/02/04 11:02:24 - mmengine - INFO - Epoch(train) [17][30/78] lr: 6.3003e+00 eta: 4:39:41 time: 2.6941 data_time: 0.0049 memory: 29603 loss: 1.5879 2024/02/04 11:02:51 - mmengine - INFO - Epoch(train) [17][40/78] lr: 6.2963e+00 eta: 4:39:01 time: 2.6917 data_time: 0.0038 memory: 29603 loss: 1.5598 2024/02/04 11:03:18 - mmengine - INFO - Epoch(train) [17][50/78] lr: 6.2922e+00 eta: 4:38:22 time: 2.6802 data_time: 0.0040 memory: 29603 loss: 1.5526 2024/02/04 11:03:45 - mmengine - INFO - Epoch(train) [17][60/78] lr: 6.2880e+00 eta: 4:37:43 time: 2.6940 data_time: 0.0049 memory: 29603 loss: 1.5992 2024/02/04 11:04:12 - mmengine - INFO - Epoch(train) [17][70/78] lr: 6.2838e+00 eta: 4:37:03 time: 2.6788 data_time: 0.0049 memory: 29603 loss: 1.5856 2024/02/04 11:04:33 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:04:33 - mmengine - INFO - Saving checkpoint at 17 epochs 2024/02/04 11:04:41 - mmengine - INFO - Epoch(val) [17][ 10/196] eta: 0:00:42 time: 0.2307 data_time: 0.0217 memory: 29603 2024/02/04 11:04:43 - mmengine - INFO - Epoch(val) [17][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:04:45 - mmengine - INFO - Epoch(val) [17][ 30/196] eta: 0:00:35 time: 0.2065 data_time: 0.0018 memory: 1845 2024/02/04 11:04:47 - mmengine - INFO - Epoch(val) [17][ 40/196] eta: 0:00:33 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 11:04:49 - mmengine - INFO - Epoch(val) [17][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:04:51 - mmengine - INFO - Epoch(val) [17][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:04:53 - mmengine - INFO - Epoch(val) [17][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 11:04:55 - mmengine - INFO - Epoch(val) [17][ 80/196] eta: 0:00:24 time: 0.2061 data_time: 0.0019 memory: 1845 2024/02/04 11:04:57 - mmengine - INFO - Epoch(val) [17][ 90/196] eta: 0:00:22 time: 0.2104 data_time: 0.0005 memory: 1845 2024/02/04 11:05:00 - mmengine - INFO - Epoch(val) [17][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:05:02 - mmengine - INFO - Epoch(val) [17][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 11:05:04 - mmengine - INFO - Epoch(val) [17][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 11:05:06 - mmengine - INFO - Epoch(val) [17][130/196] eta: 0:00:13 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 11:05:08 - mmengine - INFO - Epoch(val) [17][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:05:10 - mmengine - INFO - Epoch(val) [17][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:05:12 - mmengine - INFO - Epoch(val) [17][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 11:05:14 - mmengine - INFO - Epoch(val) [17][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:05:16 - mmengine - INFO - Epoch(val) [17][180/196] eta: 0:00:03 time: 0.2065 data_time: 0.0019 memory: 1845 2024/02/04 11:05:18 - mmengine - INFO - Epoch(val) [17][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:05:28 - mmengine - INFO - Epoch(val) [17][196/196] accuracy/top1: 68.5960 accuracy/top5: 87.7520 data_time: 0.0018 time: 0.2052 2024/02/04 11:06:07 - mmengine - INFO - Epoch(train) [18][10/78] lr: 6.2759e+00 eta: 4:36:46 time: 3.9309 data_time: 1.2067 memory: 29603 loss: 1.5582 2024/02/04 11:06:34 - mmengine - INFO - Epoch(train) [18][20/78] lr: 6.2714e+00 eta: 4:36:06 time: 2.6797 data_time: 0.0054 memory: 29603 loss: 1.5374 2024/02/04 11:07:01 - mmengine - INFO - Epoch(train) [18][30/78] lr: 6.2668e+00 eta: 4:35:27 time: 2.6786 data_time: 0.0049 memory: 29603 loss: 1.5944 2024/02/04 11:07:28 - mmengine - INFO - Epoch(train) [18][40/78] lr: 6.2622e+00 eta: 4:34:48 time: 2.6792 data_time: 0.0056 memory: 29603 loss: 1.5742 2024/02/04 11:07:54 - mmengine - INFO - Epoch(train) [18][50/78] lr: 6.2575e+00 eta: 4:34:09 time: 2.6725 data_time: 0.0046 memory: 29603 loss: 1.5703 2024/02/04 11:08:21 - mmengine - INFO - Epoch(train) [18][60/78] lr: 6.2527e+00 eta: 4:33:30 time: 2.6855 data_time: 0.0045 memory: 29603 loss: 1.6061 2024/02/04 11:08:48 - mmengine - INFO - Epoch(train) [18][70/78] lr: 6.2478e+00 eta: 4:32:53 time: 2.6995 data_time: 0.0048 memory: 29603 loss: 1.5887 2024/02/04 11:09:10 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:09:10 - mmengine - INFO - Saving checkpoint at 18 epochs 2024/02/04 11:09:18 - mmengine - INFO - Epoch(val) [18][ 10/196] eta: 0:00:43 time: 0.2313 data_time: 0.0214 memory: 29603 2024/02/04 11:09:20 - mmengine - INFO - Epoch(val) [18][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:09:22 - mmengine - INFO - Epoch(val) [18][ 30/196] eta: 0:00:35 time: 0.2050 data_time: 0.0007 memory: 1845 2024/02/04 11:09:24 - mmengine - INFO - Epoch(val) [18][ 40/196] eta: 0:00:32 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:09:26 - mmengine - INFO - Epoch(val) [18][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:09:28 - mmengine - INFO - Epoch(val) [18][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 11:09:30 - mmengine - INFO - Epoch(val) [18][ 70/196] eta: 0:00:26 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:09:32 - mmengine - INFO - Epoch(val) [18][ 80/196] eta: 0:00:24 time: 0.2062 data_time: 0.0019 memory: 1845 2024/02/04 11:09:34 - mmengine - INFO - Epoch(val) [18][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 11:09:36 - mmengine - INFO - Epoch(val) [18][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 11:09:38 - mmengine - INFO - Epoch(val) [18][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:09:40 - mmengine - INFO - Epoch(val) [18][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:09:42 - mmengine - INFO - Epoch(val) [18][130/196] eta: 0:00:13 time: 0.2056 data_time: 0.0015 memory: 1845 2024/02/04 11:09:44 - mmengine - INFO - Epoch(val) [18][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 11:09:46 - mmengine - INFO - Epoch(val) [18][150/196] eta: 0:00:09 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:09:48 - mmengine - INFO - Epoch(val) [18][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:09:50 - mmengine - INFO - Epoch(val) [18][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:09:52 - mmengine - INFO - Epoch(val) [18][180/196] eta: 0:00:03 time: 0.2066 data_time: 0.0023 memory: 1845 2024/02/04 11:09:54 - mmengine - INFO - Epoch(val) [18][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0005 memory: 1845 2024/02/04 11:10:04 - mmengine - INFO - Epoch(val) [18][196/196] accuracy/top1: 68.4720 accuracy/top5: 87.5420 data_time: 0.0017 time: 0.2047 2024/02/04 11:10:46 - mmengine - INFO - Epoch(train) [19][10/78] lr: 6.2389e+00 eta: 4:32:43 time: 4.1788 data_time: 1.2156 memory: 29603 loss: 1.5536 2024/02/04 11:11:15 - mmengine - INFO - Epoch(train) [19][20/78] lr: 6.2338e+00 eta: 4:32:12 time: 2.8742 data_time: 0.0039 memory: 29603 loss: 1.5727 2024/02/04 11:11:41 - mmengine - INFO - Epoch(train) [19][30/78] lr: 6.2286e+00 eta: 4:31:33 time: 2.6687 data_time: 0.0047 memory: 29603 loss: 1.5658 2024/02/04 11:12:08 - mmengine - INFO - Epoch(train) [19][40/78] lr: 6.2234e+00 eta: 4:30:55 time: 2.6896 data_time: 0.0046 memory: 29603 loss: 1.5958 2024/02/04 11:12:35 - mmengine - INFO - Epoch(train) [19][50/78] lr: 6.2181e+00 eta: 4:30:18 time: 2.6996 data_time: 0.0047 memory: 29603 loss: 1.6206 2024/02/04 11:13:02 - mmengine - INFO - Epoch(train) [19][60/78] lr: 6.2127e+00 eta: 4:29:40 time: 2.6792 data_time: 0.0050 memory: 29603 loss: 1.6050 2024/02/04 11:13:29 - mmengine - INFO - Epoch(train) [19][70/78] lr: 6.2072e+00 eta: 4:29:02 time: 2.6889 data_time: 0.0039 memory: 29603 loss: 1.5897 2024/02/04 11:13:50 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:13:50 - mmengine - INFO - Saving checkpoint at 19 epochs 2024/02/04 11:13:58 - mmengine - INFO - Epoch(val) [19][ 10/196] eta: 0:00:42 time: 0.2309 data_time: 0.0220 memory: 29603 2024/02/04 11:14:00 - mmengine - INFO - Epoch(val) [19][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:14:02 - mmengine - INFO - Epoch(val) [19][ 30/196] eta: 0:00:35 time: 0.2075 data_time: 0.0031 memory: 1845 2024/02/04 11:14:04 - mmengine - INFO - Epoch(val) [19][ 40/196] eta: 0:00:33 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:14:06 - mmengine - INFO - Epoch(val) [19][ 50/196] eta: 0:00:30 time: 0.2092 data_time: 0.0004 memory: 1845 2024/02/04 11:14:08 - mmengine - INFO - Epoch(val) [19][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:14:10 - mmengine - INFO - Epoch(val) [19][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:14:13 - mmengine - INFO - Epoch(val) [19][ 80/196] eta: 0:00:24 time: 0.2058 data_time: 0.0016 memory: 1845 2024/02/04 11:14:15 - mmengine - INFO - Epoch(val) [19][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:14:17 - mmengine - INFO - Epoch(val) [19][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:14:19 - mmengine - INFO - Epoch(val) [19][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:14:21 - mmengine - INFO - Epoch(val) [19][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:14:23 - mmengine - INFO - Epoch(val) [19][130/196] eta: 0:00:13 time: 0.2067 data_time: 0.0024 memory: 1845 2024/02/04 11:14:25 - mmengine - INFO - Epoch(val) [19][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:14:27 - mmengine - INFO - Epoch(val) [19][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:14:29 - mmengine - INFO - Epoch(val) [19][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:14:31 - mmengine - INFO - Epoch(val) [19][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:14:33 - mmengine - INFO - Epoch(val) [19][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0008 memory: 1845 2024/02/04 11:14:35 - mmengine - INFO - Epoch(val) [19][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:14:45 - mmengine - INFO - Epoch(val) [19][196/196] accuracy/top1: 68.3800 accuracy/top5: 87.4920 data_time: 0.0018 time: 0.2051 2024/02/04 11:15:27 - mmengine - INFO - Epoch(train) [20][10/78] lr: 6.1972e+00 eta: 4:28:49 time: 4.1629 data_time: 1.2177 memory: 29603 loss: 1.5085 2024/02/04 11:15:55 - mmengine - INFO - Epoch(train) [20][20/78] lr: 6.1915e+00 eta: 4:28:16 time: 2.8037 data_time: 0.0047 memory: 29603 loss: 1.5736 2024/02/04 11:16:22 - mmengine - INFO - Epoch(train) [20][30/78] lr: 6.1857e+00 eta: 4:27:39 time: 2.7009 data_time: 0.0048 memory: 29603 loss: 1.5423 2024/02/04 11:16:49 - mmengine - INFO - Epoch(train) [20][40/78] lr: 6.1799e+00 eta: 4:27:02 time: 2.6958 data_time: 0.0049 memory: 29603 loss: 1.6184 2024/02/04 11:17:15 - mmengine - INFO - Epoch(train) [20][50/78] lr: 6.1740e+00 eta: 4:26:25 time: 2.6945 data_time: 0.0047 memory: 29603 loss: 1.5900 2024/02/04 11:17:44 - mmengine - INFO - Epoch(train) [20][60/78] lr: 6.1680e+00 eta: 4:25:55 time: 2.8861 data_time: 0.0055 memory: 29603 loss: 1.5773 2024/02/04 11:18:14 - mmengine - INFO - Epoch(train) [20][70/78] lr: 6.1619e+00 eta: 4:25:27 time: 2.9409 data_time: 0.0040 memory: 29603 loss: 1.5670 2024/02/04 11:18:35 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:18:35 - mmengine - INFO - Saving checkpoint at 20 epochs 2024/02/04 11:18:43 - mmengine - INFO - Epoch(val) [20][ 10/196] eta: 0:00:42 time: 0.2307 data_time: 0.0216 memory: 29603 2024/02/04 11:18:45 - mmengine - INFO - Epoch(val) [20][ 20/196] eta: 0:00:38 time: 0.2053 data_time: 0.0005 memory: 1845 2024/02/04 11:18:47 - mmengine - INFO - Epoch(val) [20][ 30/196] eta: 0:00:35 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 11:18:49 - mmengine - INFO - Epoch(val) [20][ 40/196] eta: 0:00:33 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:18:51 - mmengine - INFO - Epoch(val) [20][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:18:53 - mmengine - INFO - Epoch(val) [20][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:18:55 - mmengine - INFO - Epoch(val) [20][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:18:57 - mmengine - INFO - Epoch(val) [20][ 80/196] eta: 0:00:24 time: 0.2058 data_time: 0.0014 memory: 1845 2024/02/04 11:18:59 - mmengine - INFO - Epoch(val) [20][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:19:01 - mmengine - INFO - Epoch(val) [20][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:19:03 - mmengine - INFO - Epoch(val) [20][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 11:19:06 - mmengine - INFO - Epoch(val) [20][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:19:08 - mmengine - INFO - Epoch(val) [20][130/196] eta: 0:00:13 time: 0.2060 data_time: 0.0018 memory: 1845 2024/02/04 11:19:10 - mmengine - INFO - Epoch(val) [20][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:19:12 - mmengine - INFO - Epoch(val) [20][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:19:14 - mmengine - INFO - Epoch(val) [20][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:19:16 - mmengine - INFO - Epoch(val) [20][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 11:19:18 - mmengine - INFO - Epoch(val) [20][180/196] eta: 0:00:03 time: 0.2061 data_time: 0.0018 memory: 1845 2024/02/04 11:19:20 - mmengine - INFO - Epoch(val) [20][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:19:30 - mmengine - INFO - Epoch(val) [20][196/196] accuracy/top1: 68.4140 accuracy/top5: 87.6520 data_time: 0.0017 time: 0.2049 2024/02/04 11:20:10 - mmengine - INFO - Epoch(train) [21][10/78] lr: 6.1508e+00 eta: 4:25:04 time: 3.9695 data_time: 1.2327 memory: 29603 loss: 1.5441 2024/02/04 11:20:38 - mmengine - INFO - Epoch(train) [21][20/78] lr: 6.1446e+00 eta: 4:24:34 time: 2.8871 data_time: 0.0054 memory: 29603 loss: 1.5743 2024/02/04 11:21:05 - mmengine - INFO - Epoch(train) [21][30/78] lr: 6.1382e+00 eta: 4:23:57 time: 2.6822 data_time: 0.0050 memory: 29603 loss: 1.5787 2024/02/04 11:21:32 - mmengine - INFO - Epoch(train) [21][40/78] lr: 6.1318e+00 eta: 4:23:20 time: 2.6944 data_time: 0.0054 memory: 29603 loss: 1.5816 2024/02/04 11:21:59 - mmengine - INFO - Epoch(train) [21][50/78] lr: 6.1253e+00 eta: 4:22:43 time: 2.6952 data_time: 0.0039 memory: 29603 loss: 1.5957 2024/02/04 11:22:26 - mmengine - INFO - Epoch(train) [21][60/78] lr: 6.1187e+00 eta: 4:22:07 time: 2.6843 data_time: 0.0039 memory: 29603 loss: 1.6197 2024/02/04 11:22:53 - mmengine - INFO - Epoch(train) [21][70/78] lr: 6.1121e+00 eta: 4:21:30 time: 2.6930 data_time: 0.0050 memory: 29603 loss: 1.6151 2024/02/04 11:23:14 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:23:14 - mmengine - INFO - Saving checkpoint at 21 epochs 2024/02/04 11:23:22 - mmengine - INFO - Epoch(val) [21][ 10/196] eta: 0:00:42 time: 0.2304 data_time: 0.0214 memory: 29603 2024/02/04 11:23:24 - mmengine - INFO - Epoch(val) [21][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:23:26 - mmengine - INFO - Epoch(val) [21][ 30/196] eta: 0:00:35 time: 0.2063 data_time: 0.0020 memory: 1845 2024/02/04 11:23:28 - mmengine - INFO - Epoch(val) [21][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:23:31 - mmengine - INFO - Epoch(val) [21][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:23:33 - mmengine - INFO - Epoch(val) [21][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:23:35 - mmengine - INFO - Epoch(val) [21][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:23:37 - mmengine - INFO - Epoch(val) [21][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 11:23:39 - mmengine - INFO - Epoch(val) [21][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:23:41 - mmengine - INFO - Epoch(val) [21][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:23:43 - mmengine - INFO - Epoch(val) [21][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:23:45 - mmengine - INFO - Epoch(val) [21][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 11:23:47 - mmengine - INFO - Epoch(val) [21][130/196] eta: 0:00:13 time: 0.2155 data_time: 0.0025 memory: 1845 2024/02/04 11:23:49 - mmengine - INFO - Epoch(val) [21][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:23:51 - mmengine - INFO - Epoch(val) [21][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:23:53 - mmengine - INFO - Epoch(val) [21][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:23:55 - mmengine - INFO - Epoch(val) [21][170/196] eta: 0:00:05 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:23:57 - mmengine - INFO - Epoch(val) [21][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 11:23:59 - mmengine - INFO - Epoch(val) [21][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:24:09 - mmengine - INFO - Epoch(val) [21][196/196] accuracy/top1: 68.5940 accuracy/top5: 87.6800 data_time: 0.0017 time: 0.2052 2024/02/04 11:24:49 - mmengine - INFO - Epoch(train) [22][10/78] lr: 6.1000e+00 eta: 4:21:06 time: 3.9596 data_time: 1.1853 memory: 29603 loss: 1.5802 2024/02/04 11:25:15 - mmengine - INFO - Epoch(train) [22][20/78] lr: 6.0931e+00 eta: 4:20:29 time: 2.6692 data_time: 0.0037 memory: 29603 loss: 1.5702 2024/02/04 11:25:42 - mmengine - INFO - Epoch(train) [22][30/78] lr: 6.0862e+00 eta: 4:19:53 time: 2.6921 data_time: 0.0044 memory: 29603 loss: 1.5587 2024/02/04 11:26:09 - mmengine - INFO - Epoch(train) [22][40/78] lr: 6.0792e+00 eta: 4:19:16 time: 2.6917 data_time: 0.0053 memory: 29603 loss: 1.5782 2024/02/04 11:26:36 - mmengine - INFO - Epoch(train) [22][50/78] lr: 6.0721e+00 eta: 4:18:40 time: 2.6877 data_time: 0.0046 memory: 29603 loss: 1.5916 2024/02/04 11:27:03 - mmengine - INFO - Epoch(train) [22][60/78] lr: 6.0650e+00 eta: 4:18:04 time: 2.6866 data_time: 0.0049 memory: 29603 loss: 1.6152 2024/02/04 11:27:30 - mmengine - INFO - Epoch(train) [22][70/78] lr: 6.0578e+00 eta: 4:17:28 time: 2.6927 data_time: 0.0038 memory: 29603 loss: 1.5859 2024/02/04 11:27:51 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:27:51 - mmengine - INFO - Saving checkpoint at 22 epochs 2024/02/04 11:27:59 - mmengine - INFO - Epoch(val) [22][ 10/196] eta: 0:00:42 time: 0.2297 data_time: 0.0214 memory: 29603 2024/02/04 11:28:01 - mmengine - INFO - Epoch(val) [22][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:28:03 - mmengine - INFO - Epoch(val) [22][ 30/196] eta: 0:00:35 time: 0.2049 data_time: 0.0007 memory: 1845 2024/02/04 11:28:05 - mmengine - INFO - Epoch(val) [22][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:28:07 - mmengine - INFO - Epoch(val) [22][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:28:10 - mmengine - INFO - Epoch(val) [22][ 60/196] eta: 0:00:28 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:28:12 - mmengine - INFO - Epoch(val) [22][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:28:14 - mmengine - INFO - Epoch(val) [22][ 80/196] eta: 0:00:24 time: 0.2057 data_time: 0.0014 memory: 1845 2024/02/04 11:28:16 - mmengine - INFO - Epoch(val) [22][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:28:18 - mmengine - INFO - Epoch(val) [22][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:28:20 - mmengine - INFO - Epoch(val) [22][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:28:22 - mmengine - INFO - Epoch(val) [22][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:28:24 - mmengine - INFO - Epoch(val) [22][130/196] eta: 0:00:13 time: 0.2122 data_time: 0.0016 memory: 1845 2024/02/04 11:28:26 - mmengine - INFO - Epoch(val) [22][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:28:28 - mmengine - INFO - Epoch(val) [22][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:28:30 - mmengine - INFO - Epoch(val) [22][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:28:32 - mmengine - INFO - Epoch(val) [22][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 11:28:34 - mmengine - INFO - Epoch(val) [22][180/196] eta: 0:00:03 time: 0.2069 data_time: 0.0025 memory: 1845 2024/02/04 11:28:36 - mmengine - INFO - Epoch(val) [22][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:28:46 - mmengine - INFO - Epoch(val) [22][196/196] accuracy/top1: 68.2580 accuracy/top5: 87.5920 data_time: 0.0017 time: 0.2051 2024/02/04 11:29:26 - mmengine - INFO - Epoch(train) [23][10/78] lr: 6.0446e+00 eta: 4:17:02 time: 3.9614 data_time: 1.2646 memory: 29603 loss: 1.5320 2024/02/04 11:29:53 - mmengine - INFO - Epoch(train) [23][20/78] lr: 6.0372e+00 eta: 4:16:27 time: 2.6952 data_time: 0.0043 memory: 29603 loss: 1.5866 2024/02/04 11:30:19 - mmengine - INFO - Epoch(train) [23][30/78] lr: 6.0297e+00 eta: 4:15:51 time: 2.6778 data_time: 0.0047 memory: 29603 loss: 1.5614 2024/02/04 11:30:46 - mmengine - INFO - Epoch(train) [23][40/78] lr: 6.0221e+00 eta: 4:15:15 time: 2.6807 data_time: 0.0041 memory: 29603 loss: 1.5758 2024/02/04 11:31:13 - mmengine - INFO - Epoch(train) [23][50/78] lr: 6.0145e+00 eta: 4:14:39 time: 2.6953 data_time: 0.0054 memory: 29603 loss: 1.6087 2024/02/04 11:31:40 - mmengine - INFO - Epoch(train) [23][60/78] lr: 6.0068e+00 eta: 4:14:03 time: 2.6852 data_time: 0.0050 memory: 29603 loss: 1.5818 2024/02/04 11:32:07 - mmengine - INFO - Epoch(train) [23][70/78] lr: 5.9990e+00 eta: 4:13:28 time: 2.6871 data_time: 0.0049 memory: 29603 loss: 1.5810 2024/02/04 11:32:28 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:32:28 - mmengine - INFO - Saving checkpoint at 23 epochs 2024/02/04 11:32:36 - mmengine - INFO - Epoch(val) [23][ 10/196] eta: 0:00:42 time: 0.2295 data_time: 0.0213 memory: 29603 2024/02/04 11:32:38 - mmengine - INFO - Epoch(val) [23][ 20/196] eta: 0:00:38 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 11:32:40 - mmengine - INFO - Epoch(val) [23][ 30/196] eta: 0:00:35 time: 0.2062 data_time: 0.0022 memory: 1845 2024/02/04 11:32:42 - mmengine - INFO - Epoch(val) [23][ 40/196] eta: 0:00:32 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 11:32:45 - mmengine - INFO - Epoch(val) [23][ 50/196] eta: 0:00:30 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 11:32:47 - mmengine - INFO - Epoch(val) [23][ 60/196] eta: 0:00:28 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:32:49 - mmengine - INFO - Epoch(val) [23][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:32:51 - mmengine - INFO - Epoch(val) [23][ 80/196] eta: 0:00:24 time: 0.2125 data_time: 0.0006 memory: 1845 2024/02/04 11:32:53 - mmengine - INFO - Epoch(val) [23][ 90/196] eta: 0:00:22 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:32:55 - mmengine - INFO - Epoch(val) [23][100/196] eta: 0:00:19 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 11:32:57 - mmengine - INFO - Epoch(val) [23][110/196] eta: 0:00:17 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 11:32:59 - mmengine - INFO - Epoch(val) [23][120/196] eta: 0:00:15 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 11:33:01 - mmengine - INFO - Epoch(val) [23][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0006 memory: 1845 2024/02/04 11:33:03 - mmengine - INFO - Epoch(val) [23][140/196] eta: 0:00:11 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:33:05 - mmengine - INFO - Epoch(val) [23][150/196] eta: 0:00:09 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 11:33:07 - mmengine - INFO - Epoch(val) [23][160/196] eta: 0:00:07 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 11:33:09 - mmengine - INFO - Epoch(val) [23][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 11:33:11 - mmengine - INFO - Epoch(val) [23][180/196] eta: 0:00:03 time: 0.2046 data_time: 0.0006 memory: 1845 2024/02/04 11:33:13 - mmengine - INFO - Epoch(val) [23][190/196] eta: 0:00:01 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 11:33:23 - mmengine - INFO - Epoch(val) [23][196/196] accuracy/top1: 68.3720 accuracy/top5: 87.5160 data_time: 0.0015 time: 0.2048 2024/02/04 11:34:03 - mmengine - INFO - Epoch(train) [24][10/78] lr: 5.9849e+00 eta: 4:13:01 time: 3.9710 data_time: 1.2993 memory: 29603 loss: 1.5332 2024/02/04 11:34:34 - mmengine - INFO - Epoch(train) [24][20/78] lr: 5.9769e+00 eta: 4:12:38 time: 3.1110 data_time: 0.0042 memory: 29603 loss: 1.5617 2024/02/04 11:35:00 - mmengine - INFO - Epoch(train) [24][30/78] lr: 5.9689e+00 eta: 4:12:02 time: 2.6773 data_time: 0.0048 memory: 29603 loss: 1.5873 2024/02/04 11:35:27 - mmengine - INFO - Epoch(train) [24][40/78] lr: 5.9608e+00 eta: 4:11:27 time: 2.6921 data_time: 0.0050 memory: 29603 loss: 1.5389 2024/02/04 11:35:54 - mmengine - INFO - Epoch(train) [24][50/78] lr: 5.9526e+00 eta: 4:10:52 time: 2.6920 data_time: 0.0046 memory: 29603 loss: 1.6276 2024/02/04 11:36:21 - mmengine - INFO - Epoch(train) [24][60/78] lr: 5.9443e+00 eta: 4:10:17 time: 2.7003 data_time: 0.0047 memory: 29603 loss: 1.6145 2024/02/04 11:36:48 - mmengine - INFO - Epoch(train) [24][70/78] lr: 5.9360e+00 eta: 4:09:42 time: 2.6861 data_time: 0.0050 memory: 29603 loss: 1.6153 2024/02/04 11:37:10 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:37:10 - mmengine - INFO - Saving checkpoint at 24 epochs 2024/02/04 11:37:18 - mmengine - INFO - Epoch(val) [24][ 10/196] eta: 0:00:42 time: 0.2306 data_time: 0.0218 memory: 29603 2024/02/04 11:37:20 - mmengine - INFO - Epoch(val) [24][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:37:22 - mmengine - INFO - Epoch(val) [24][ 30/196] eta: 0:00:35 time: 0.2063 data_time: 0.0019 memory: 1845 2024/02/04 11:37:24 - mmengine - INFO - Epoch(val) [24][ 40/196] eta: 0:00:33 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:37:26 - mmengine - INFO - Epoch(val) [24][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:37:28 - mmengine - INFO - Epoch(val) [24][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:37:30 - mmengine - INFO - Epoch(val) [24][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:37:32 - mmengine - INFO - Epoch(val) [24][ 80/196] eta: 0:00:24 time: 0.2068 data_time: 0.0025 memory: 1845 2024/02/04 11:37:34 - mmengine - INFO - Epoch(val) [24][ 90/196] eta: 0:00:22 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 11:37:36 - mmengine - INFO - Epoch(val) [24][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:37:38 - mmengine - INFO - Epoch(val) [24][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:37:40 - mmengine - INFO - Epoch(val) [24][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:37:42 - mmengine - INFO - Epoch(val) [24][130/196] eta: 0:00:13 time: 0.2061 data_time: 0.0018 memory: 1845 2024/02/04 11:37:44 - mmengine - INFO - Epoch(val) [24][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0006 memory: 1845 2024/02/04 11:37:46 - mmengine - INFO - Epoch(val) [24][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 11:37:48 - mmengine - INFO - Epoch(val) [24][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:37:51 - mmengine - INFO - Epoch(val) [24][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:37:53 - mmengine - INFO - Epoch(val) [24][180/196] eta: 0:00:03 time: 0.2059 data_time: 0.0016 memory: 1845 2024/02/04 11:37:55 - mmengine - INFO - Epoch(val) [24][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 11:38:04 - mmengine - INFO - Epoch(val) [24][196/196] accuracy/top1: 68.4060 accuracy/top5: 87.5140 data_time: 0.0018 time: 0.2050 2024/02/04 11:38:46 - mmengine - INFO - Epoch(train) [25][10/78] lr: 5.9208e+00 eta: 4:09:18 time: 4.1185 data_time: 1.1575 memory: 29603 loss: 1.5317 2024/02/04 11:39:12 - mmengine - INFO - Epoch(train) [25][20/78] lr: 5.9123e+00 eta: 4:08:42 time: 2.6768 data_time: 0.0052 memory: 29603 loss: 1.5810 2024/02/04 11:39:39 - mmengine - INFO - Epoch(train) [25][30/78] lr: 5.9037e+00 eta: 4:08:07 time: 2.6945 data_time: 0.0056 memory: 29603 loss: 1.5762 2024/02/04 11:40:06 - mmengine - INFO - Epoch(train) [25][40/78] lr: 5.8951e+00 eta: 4:07:32 time: 2.6943 data_time: 0.0047 memory: 29603 loss: 1.6165 2024/02/04 11:40:33 - mmengine - INFO - Epoch(train) [25][50/78] lr: 5.8864e+00 eta: 4:06:57 time: 2.6716 data_time: 0.0036 memory: 29603 loss: 1.6151 2024/02/04 11:41:00 - mmengine - INFO - Epoch(train) [25][60/78] lr: 5.8776e+00 eta: 4:06:22 time: 2.6881 data_time: 0.0049 memory: 29603 loss: 1.6128 2024/02/04 11:41:27 - mmengine - INFO - Epoch(train) [25][70/78] lr: 5.8687e+00 eta: 4:05:48 time: 2.6970 data_time: 0.0040 memory: 29603 loss: 1.6190 2024/02/04 11:41:48 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:41:48 - mmengine - INFO - Saving checkpoint at 25 epochs 2024/02/04 11:41:56 - mmengine - INFO - Epoch(val) [25][ 10/196] eta: 0:00:42 time: 0.2295 data_time: 0.0214 memory: 29603 2024/02/04 11:41:58 - mmengine - INFO - Epoch(val) [25][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:42:00 - mmengine - INFO - Epoch(val) [25][ 30/196] eta: 0:00:35 time: 0.2068 data_time: 0.0025 memory: 1845 2024/02/04 11:42:02 - mmengine - INFO - Epoch(val) [25][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 11:42:04 - mmengine - INFO - Epoch(val) [25][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:42:06 - mmengine - INFO - Epoch(val) [25][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:42:08 - mmengine - INFO - Epoch(val) [25][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:42:11 - mmengine - INFO - Epoch(val) [25][ 80/196] eta: 0:00:24 time: 0.2059 data_time: 0.0018 memory: 1845 2024/02/04 11:42:13 - mmengine - INFO - Epoch(val) [25][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:42:15 - mmengine - INFO - Epoch(val) [25][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:42:17 - mmengine - INFO - Epoch(val) [25][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:42:19 - mmengine - INFO - Epoch(val) [25][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:42:21 - mmengine - INFO - Epoch(val) [25][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0008 memory: 1845 2024/02/04 11:42:23 - mmengine - INFO - Epoch(val) [25][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:42:25 - mmengine - INFO - Epoch(val) [25][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:42:27 - mmengine - INFO - Epoch(val) [25][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:42:29 - mmengine - INFO - Epoch(val) [25][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:42:31 - mmengine - INFO - Epoch(val) [25][180/196] eta: 0:00:03 time: 0.2060 data_time: 0.0016 memory: 1845 2024/02/04 11:42:33 - mmengine - INFO - Epoch(val) [25][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:42:43 - mmengine - INFO - Epoch(val) [25][196/196] accuracy/top1: 68.5420 accuracy/top5: 87.6040 data_time: 0.0017 time: 0.2048 2024/02/04 11:43:22 - mmengine - INFO - Epoch(train) [26][10/78] lr: 5.8526e+00 eta: 4:05:18 time: 3.9490 data_time: 1.1419 memory: 29603 loss: 1.5447 2024/02/04 11:43:49 - mmengine - INFO - Epoch(train) [26][20/78] lr: 5.8436e+00 eta: 4:04:43 time: 2.6887 data_time: 0.0036 memory: 29603 loss: 1.5674 2024/02/04 11:44:16 - mmengine - INFO - Epoch(train) [26][30/78] lr: 5.8345e+00 eta: 4:04:08 time: 2.6894 data_time: 0.0038 memory: 29603 loss: 1.5691 2024/02/04 11:44:43 - mmengine - INFO - Epoch(train) [26][40/78] lr: 5.8253e+00 eta: 4:03:34 time: 2.6798 data_time: 0.0050 memory: 29603 loss: 1.5971 2024/02/04 11:45:10 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:45:10 - mmengine - INFO - Epoch(train) [26][50/78] lr: 5.8160e+00 eta: 4:02:59 time: 2.6986 data_time: 0.0048 memory: 29603 loss: 1.5599 2024/02/04 11:45:37 - mmengine - INFO - Epoch(train) [26][60/78] lr: 5.8067e+00 eta: 4:02:25 time: 2.6808 data_time: 0.0038 memory: 29603 loss: 1.5827 2024/02/04 11:46:04 - mmengine - INFO - Epoch(train) [26][70/78] lr: 5.7974e+00 eta: 4:01:50 time: 2.6774 data_time: 0.0047 memory: 29603 loss: 1.6006 2024/02/04 11:46:25 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:46:25 - mmengine - INFO - Saving checkpoint at 26 epochs 2024/02/04 11:46:33 - mmengine - INFO - Epoch(val) [26][ 10/196] eta: 0:00:42 time: 0.2279 data_time: 0.0215 memory: 29603 2024/02/04 11:46:35 - mmengine - INFO - Epoch(val) [26][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:46:37 - mmengine - INFO - Epoch(val) [26][ 30/196] eta: 0:00:35 time: 0.2067 data_time: 0.0022 memory: 1845 2024/02/04 11:46:39 - mmengine - INFO - Epoch(val) [26][ 40/196] eta: 0:00:32 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:46:41 - mmengine - INFO - Epoch(val) [26][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:46:43 - mmengine - INFO - Epoch(val) [26][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 11:46:45 - mmengine - INFO - Epoch(val) [26][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 11:46:47 - mmengine - INFO - Epoch(val) [26][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0013 memory: 1845 2024/02/04 11:46:49 - mmengine - INFO - Epoch(val) [26][ 90/196] eta: 0:00:21 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:46:51 - mmengine - INFO - Epoch(val) [26][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:46:53 - mmengine - INFO - Epoch(val) [26][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 11:46:56 - mmengine - INFO - Epoch(val) [26][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:46:58 - mmengine - INFO - Epoch(val) [26][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0014 memory: 1845 2024/02/04 11:47:00 - mmengine - INFO - Epoch(val) [26][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:47:02 - mmengine - INFO - Epoch(val) [26][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 11:47:04 - mmengine - INFO - Epoch(val) [26][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:47:06 - mmengine - INFO - Epoch(val) [26][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:47:08 - mmengine - INFO - Epoch(val) [26][180/196] eta: 0:00:03 time: 0.2056 data_time: 0.0013 memory: 1845 2024/02/04 11:47:10 - mmengine - INFO - Epoch(val) [26][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:47:20 - mmengine - INFO - Epoch(val) [26][196/196] accuracy/top1: 68.6280 accuracy/top5: 87.5080 data_time: 0.0017 time: 0.2047 2024/02/04 11:48:01 - mmengine - INFO - Epoch(train) [27][10/78] lr: 5.7803e+00 eta: 4:01:24 time: 4.1315 data_time: 1.2291 memory: 29603 loss: 1.5343 2024/02/04 11:48:28 - mmengine - INFO - Epoch(train) [27][20/78] lr: 5.7707e+00 eta: 4:00:49 time: 2.6816 data_time: 0.0043 memory: 29603 loss: 1.5606 2024/02/04 11:48:55 - mmengine - INFO - Epoch(train) [27][30/78] lr: 5.7611e+00 eta: 4:00:15 time: 2.6958 data_time: 0.0038 memory: 29603 loss: 1.6070 2024/02/04 11:49:22 - mmengine - INFO - Epoch(train) [27][40/78] lr: 5.7514e+00 eta: 3:59:41 time: 2.6921 data_time: 0.0054 memory: 29603 loss: 1.5476 2024/02/04 11:49:49 - mmengine - INFO - Epoch(train) [27][50/78] lr: 5.7417e+00 eta: 3:59:07 time: 2.6885 data_time: 0.0047 memory: 29603 loss: 1.5956 2024/02/04 11:50:15 - mmengine - INFO - Epoch(train) [27][60/78] lr: 5.7318e+00 eta: 3:58:32 time: 2.6796 data_time: 0.0047 memory: 29603 loss: 1.6111 2024/02/04 11:50:42 - mmengine - INFO - Epoch(train) [27][70/78] lr: 5.7220e+00 eta: 3:57:58 time: 2.6994 data_time: 0.0042 memory: 29603 loss: 1.5947 2024/02/04 11:51:04 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:51:04 - mmengine - INFO - Saving checkpoint at 27 epochs 2024/02/04 11:51:12 - mmengine - INFO - Epoch(val) [27][ 10/196] eta: 0:00:42 time: 0.2284 data_time: 0.0215 memory: 29603 2024/02/04 11:51:14 - mmengine - INFO - Epoch(val) [27][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 11:51:16 - mmengine - INFO - Epoch(val) [27][ 30/196] eta: 0:00:35 time: 0.2050 data_time: 0.0007 memory: 1845 2024/02/04 11:51:18 - mmengine - INFO - Epoch(val) [27][ 40/196] eta: 0:00:32 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:51:20 - mmengine - INFO - Epoch(val) [27][ 50/196] eta: 0:00:30 time: 0.2085 data_time: 0.0004 memory: 1845 2024/02/04 11:51:22 - mmengine - INFO - Epoch(val) [27][ 60/196] eta: 0:00:28 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 11:51:24 - mmengine - INFO - Epoch(val) [27][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0006 memory: 1845 2024/02/04 11:51:26 - mmengine - INFO - Epoch(val) [27][ 80/196] eta: 0:00:24 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 11:51:28 - mmengine - INFO - Epoch(val) [27][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:51:30 - mmengine - INFO - Epoch(val) [27][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:51:32 - mmengine - INFO - Epoch(val) [27][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 11:51:34 - mmengine - INFO - Epoch(val) [27][120/196] eta: 0:00:15 time: 0.2051 data_time: 0.0006 memory: 1845 2024/02/04 11:51:36 - mmengine - INFO - Epoch(val) [27][130/196] eta: 0:00:13 time: 0.2059 data_time: 0.0016 memory: 1845 2024/02/04 11:51:38 - mmengine - INFO - Epoch(val) [27][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:51:41 - mmengine - INFO - Epoch(val) [27][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:51:43 - mmengine - INFO - Epoch(val) [27][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:51:45 - mmengine - INFO - Epoch(val) [27][170/196] eta: 0:00:05 time: 0.2051 data_time: 0.0007 memory: 1845 2024/02/04 11:51:47 - mmengine - INFO - Epoch(val) [27][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0007 memory: 1845 2024/02/04 11:51:49 - mmengine - INFO - Epoch(val) [27][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:51:59 - mmengine - INFO - Epoch(val) [27][196/196] accuracy/top1: 68.6520 accuracy/top5: 87.4980 data_time: 0.0017 time: 0.2049 2024/02/04 11:52:38 - mmengine - INFO - Epoch(train) [28][10/78] lr: 5.7040e+00 eta: 3:57:27 time: 3.9766 data_time: 1.2806 memory: 29603 loss: 1.5164 2024/02/04 11:53:05 - mmengine - INFO - Epoch(train) [28][20/78] lr: 5.6939e+00 eta: 3:56:54 time: 2.7201 data_time: 0.0054 memory: 29603 loss: 1.5623 2024/02/04 11:53:32 - mmengine - INFO - Epoch(train) [28][30/78] lr: 5.6838e+00 eta: 3:56:20 time: 2.6817 data_time: 0.0042 memory: 29603 loss: 1.5900 2024/02/04 11:53:59 - mmengine - INFO - Epoch(train) [28][40/78] lr: 5.6736e+00 eta: 3:55:46 time: 2.6844 data_time: 0.0040 memory: 29603 loss: 1.5662 2024/02/04 11:54:26 - mmengine - INFO - Epoch(train) [28][50/78] lr: 5.6634e+00 eta: 3:55:12 time: 2.7002 data_time: 0.0044 memory: 29603 loss: 1.6066 2024/02/04 11:54:53 - mmengine - INFO - Epoch(train) [28][60/78] lr: 5.6531e+00 eta: 3:54:38 time: 2.6873 data_time: 0.0050 memory: 29603 loss: 1.5838 2024/02/04 11:55:20 - mmengine - INFO - Epoch(train) [28][70/78] lr: 5.6427e+00 eta: 3:54:05 time: 2.7041 data_time: 0.0049 memory: 29603 loss: 1.6131 2024/02/04 11:55:42 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 11:55:42 - mmengine - INFO - Saving checkpoint at 28 epochs 2024/02/04 11:55:49 - mmengine - INFO - Epoch(val) [28][ 10/196] eta: 0:00:42 time: 0.2287 data_time: 0.0213 memory: 29603 2024/02/04 11:55:51 - mmengine - INFO - Epoch(val) [28][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:55:53 - mmengine - INFO - Epoch(val) [28][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:55:55 - mmengine - INFO - Epoch(val) [28][ 40/196] eta: 0:00:32 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 11:55:58 - mmengine - INFO - Epoch(val) [28][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:56:00 - mmengine - INFO - Epoch(val) [28][ 60/196] eta: 0:00:28 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 11:56:02 - mmengine - INFO - Epoch(val) [28][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 11:56:04 - mmengine - INFO - Epoch(val) [28][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:56:06 - mmengine - INFO - Epoch(val) [28][ 90/196] eta: 0:00:21 time: 0.2053 data_time: 0.0008 memory: 1845 2024/02/04 11:56:08 - mmengine - INFO - Epoch(val) [28][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:56:10 - mmengine - INFO - Epoch(val) [28][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:56:12 - mmengine - INFO - Epoch(val) [28][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:56:14 - mmengine - INFO - Epoch(val) [28][130/196] eta: 0:00:13 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:56:16 - mmengine - INFO - Epoch(val) [28][140/196] eta: 0:00:11 time: 0.2050 data_time: 0.0008 memory: 1845 2024/02/04 11:56:18 - mmengine - INFO - Epoch(val) [28][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 11:56:20 - mmengine - INFO - Epoch(val) [28][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 11:56:22 - mmengine - INFO - Epoch(val) [28][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 11:56:24 - mmengine - INFO - Epoch(val) [28][180/196] eta: 0:00:03 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 11:56:26 - mmengine - INFO - Epoch(val) [28][190/196] eta: 0:00:01 time: 0.2062 data_time: 0.0020 memory: 1845 2024/02/04 11:56:36 - mmengine - INFO - Epoch(val) [28][196/196] accuracy/top1: 68.5460 accuracy/top5: 87.6320 data_time: 0.0016 time: 0.2046 2024/02/04 11:57:16 - mmengine - INFO - Epoch(train) [29][10/78] lr: 5.6239e+00 eta: 3:53:32 time: 3.9383 data_time: 1.2668 memory: 29603 loss: 1.5114 2024/02/04 11:57:42 - mmengine - INFO - Epoch(train) [29][20/78] lr: 5.6133e+00 eta: 3:52:58 time: 2.6815 data_time: 0.0043 memory: 29603 loss: 1.5178 2024/02/04 11:58:09 - mmengine - INFO - Epoch(train) [29][30/78] lr: 5.6027e+00 eta: 3:52:24 time: 2.6969 data_time: 0.0046 memory: 29603 loss: 1.6102 2024/02/04 11:58:36 - mmengine - INFO - Epoch(train) [29][40/78] lr: 5.5920e+00 eta: 3:51:51 time: 2.6829 data_time: 0.0046 memory: 29603 loss: 1.5698 2024/02/04 11:59:03 - mmengine - INFO - Epoch(train) [29][50/78] lr: 5.5813e+00 eta: 3:51:17 time: 2.6977 data_time: 0.0047 memory: 29603 loss: 1.6048 2024/02/04 11:59:30 - mmengine - INFO - Epoch(train) [29][60/78] lr: 5.5705e+00 eta: 3:50:44 time: 2.6790 data_time: 0.0039 memory: 29603 loss: 1.6192 2024/02/04 11:59:57 - mmengine - INFO - Epoch(train) [29][70/78] lr: 5.5597e+00 eta: 3:50:10 time: 2.6915 data_time: 0.0048 memory: 29603 loss: 1.5777 2024/02/04 12:00:18 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:00:18 - mmengine - INFO - Saving checkpoint at 29 epochs 2024/02/04 12:00:26 - mmengine - INFO - Epoch(val) [29][ 10/196] eta: 0:00:42 time: 0.2279 data_time: 0.0215 memory: 29603 2024/02/04 12:00:28 - mmengine - INFO - Epoch(val) [29][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:00:30 - mmengine - INFO - Epoch(val) [29][ 30/196] eta: 0:00:35 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 12:00:32 - mmengine - INFO - Epoch(val) [29][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:00:34 - mmengine - INFO - Epoch(val) [29][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:00:36 - mmengine - INFO - Epoch(val) [29][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:00:38 - mmengine - INFO - Epoch(val) [29][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:00:41 - mmengine - INFO - Epoch(val) [29][ 80/196] eta: 0:00:24 time: 0.2141 data_time: 0.0016 memory: 1845 2024/02/04 12:00:43 - mmengine - INFO - Epoch(val) [29][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:00:45 - mmengine - INFO - Epoch(val) [29][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:00:47 - mmengine - INFO - Epoch(val) [29][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:00:49 - mmengine - INFO - Epoch(val) [29][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:00:51 - mmengine - INFO - Epoch(val) [29][130/196] eta: 0:00:13 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 12:00:53 - mmengine - INFO - Epoch(val) [29][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:00:55 - mmengine - INFO - Epoch(val) [29][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:00:57 - mmengine - INFO - Epoch(val) [29][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:00:59 - mmengine - INFO - Epoch(val) [29][170/196] eta: 0:00:05 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:01:01 - mmengine - INFO - Epoch(val) [29][180/196] eta: 0:00:03 time: 0.2071 data_time: 0.0027 memory: 1845 2024/02/04 12:01:03 - mmengine - INFO - Epoch(val) [29][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 12:01:13 - mmengine - INFO - Epoch(val) [29][196/196] accuracy/top1: 68.5140 accuracy/top5: 87.6320 data_time: 0.0018 time: 0.2052 2024/02/04 12:01:53 - mmengine - INFO - Epoch(train) [30][10/78] lr: 5.5400e+00 eta: 3:49:36 time: 3.9598 data_time: 1.1968 memory: 29603 loss: 1.5262 2024/02/04 12:02:19 - mmengine - INFO - Epoch(train) [30][20/78] lr: 5.5289e+00 eta: 3:49:03 time: 2.6831 data_time: 0.0050 memory: 29603 loss: 1.5634 2024/02/04 12:02:46 - mmengine - INFO - Epoch(train) [30][30/78] lr: 5.5179e+00 eta: 3:48:29 time: 2.6822 data_time: 0.0053 memory: 29603 loss: 1.5874 2024/02/04 12:03:13 - mmengine - INFO - Epoch(train) [30][40/78] lr: 5.5067e+00 eta: 3:47:56 time: 2.6753 data_time: 0.0041 memory: 29603 loss: 1.5945 2024/02/04 12:03:40 - mmengine - INFO - Epoch(train) [30][50/78] lr: 5.4955e+00 eta: 3:47:23 time: 2.7011 data_time: 0.0038 memory: 29603 loss: 1.5955 2024/02/04 12:04:07 - mmengine - INFO - Epoch(train) [30][60/78] lr: 5.4843e+00 eta: 3:46:50 time: 2.6987 data_time: 0.0047 memory: 29603 loss: 1.6060 2024/02/04 12:04:34 - mmengine - INFO - Epoch(train) [30][70/78] lr: 5.4730e+00 eta: 3:46:17 time: 2.6907 data_time: 0.0048 memory: 29603 loss: 1.6015 2024/02/04 12:04:55 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:04:55 - mmengine - INFO - Saving checkpoint at 30 epochs 2024/02/04 12:05:03 - mmengine - INFO - Epoch(val) [30][ 10/196] eta: 0:00:42 time: 0.2293 data_time: 0.0214 memory: 29603 2024/02/04 12:05:05 - mmengine - INFO - Epoch(val) [30][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:05:07 - mmengine - INFO - Epoch(val) [30][ 30/196] eta: 0:00:35 time: 0.2063 data_time: 0.0018 memory: 1845 2024/02/04 12:05:09 - mmengine - INFO - Epoch(val) [30][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:05:11 - mmengine - INFO - Epoch(val) [30][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:05:14 - mmengine - INFO - Epoch(val) [30][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:05:16 - mmengine - INFO - Epoch(val) [30][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:05:18 - mmengine - INFO - Epoch(val) [30][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 12:05:20 - mmengine - INFO - Epoch(val) [30][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0003 memory: 1845 2024/02/04 12:05:22 - mmengine - INFO - Epoch(val) [30][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:05:24 - mmengine - INFO - Epoch(val) [30][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:05:26 - mmengine - INFO - Epoch(val) [30][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 12:05:28 - mmengine - INFO - Epoch(val) [30][130/196] eta: 0:00:13 time: 0.2067 data_time: 0.0024 memory: 1845 2024/02/04 12:05:30 - mmengine - INFO - Epoch(val) [30][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:05:32 - mmengine - INFO - Epoch(val) [30][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:05:34 - mmengine - INFO - Epoch(val) [30][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:05:36 - mmengine - INFO - Epoch(val) [30][170/196] eta: 0:00:05 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 12:05:38 - mmengine - INFO - Epoch(val) [30][180/196] eta: 0:00:03 time: 0.2048 data_time: 0.0007 memory: 1845 2024/02/04 12:05:40 - mmengine - INFO - Epoch(val) [30][190/196] eta: 0:00:01 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 12:05:50 - mmengine - INFO - Epoch(val) [30][196/196] accuracy/top1: 68.7460 accuracy/top5: 87.6860 data_time: 0.0016 time: 0.2046 2024/02/04 12:06:31 - mmengine - INFO - Epoch(train) [31][10/78] lr: 5.4525e+00 eta: 3:45:46 time: 4.1343 data_time: 1.2253 memory: 29603 loss: 1.5689 2024/02/04 12:06:58 - mmengine - INFO - Epoch(train) [31][20/78] lr: 5.4410e+00 eta: 3:45:12 time: 2.6718 data_time: 0.0058 memory: 29603 loss: 1.5383 2024/02/04 12:07:25 - mmengine - INFO - Epoch(train) [31][30/78] lr: 5.4295e+00 eta: 3:44:39 time: 2.6939 data_time: 0.0053 memory: 29603 loss: 1.5736 2024/02/04 12:07:52 - mmengine - INFO - Epoch(train) [31][40/78] lr: 5.4179e+00 eta: 3:44:06 time: 2.6935 data_time: 0.0050 memory: 29603 loss: 1.5838 2024/02/04 12:08:19 - mmengine - INFO - Epoch(train) [31][50/78] lr: 5.4062e+00 eta: 3:43:33 time: 2.7003 data_time: 0.0050 memory: 29603 loss: 1.5936 2024/02/04 12:08:46 - mmengine - INFO - Epoch(train) [31][60/78] lr: 5.3945e+00 eta: 3:43:00 time: 2.6914 data_time: 0.0049 memory: 29603 loss: 1.5907 2024/02/04 12:09:13 - mmengine - INFO - Epoch(train) [31][70/78] lr: 5.3828e+00 eta: 3:42:27 time: 2.6866 data_time: 0.0049 memory: 29603 loss: 1.5904 2024/02/04 12:09:34 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:09:34 - mmengine - INFO - Saving checkpoint at 31 epochs 2024/02/04 12:09:42 - mmengine - INFO - Epoch(val) [31][ 10/196] eta: 0:00:42 time: 0.2282 data_time: 0.0216 memory: 29603 2024/02/04 12:09:44 - mmengine - INFO - Epoch(val) [31][ 20/196] eta: 0:00:38 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 12:09:46 - mmengine - INFO - Epoch(val) [31][ 30/196] eta: 0:00:35 time: 0.2062 data_time: 0.0019 memory: 1845 2024/02/04 12:09:48 - mmengine - INFO - Epoch(val) [31][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:09:50 - mmengine - INFO - Epoch(val) [31][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:09:52 - mmengine - INFO - Epoch(val) [31][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:09:54 - mmengine - INFO - Epoch(val) [31][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:09:56 - mmengine - INFO - Epoch(val) [31][ 80/196] eta: 0:00:24 time: 0.2061 data_time: 0.0019 memory: 1845 2024/02/04 12:09:58 - mmengine - INFO - Epoch(val) [31][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:10:00 - mmengine - INFO - Epoch(val) [31][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:10:02 - mmengine - INFO - Epoch(val) [31][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 12:10:04 - mmengine - INFO - Epoch(val) [31][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:10:07 - mmengine - INFO - Epoch(val) [31][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0009 memory: 1845 2024/02/04 12:10:09 - mmengine - INFO - Epoch(val) [31][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:10:11 - mmengine - INFO - Epoch(val) [31][150/196] eta: 0:00:09 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 12:10:13 - mmengine - INFO - Epoch(val) [31][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:10:15 - mmengine - INFO - Epoch(val) [31][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 12:10:17 - mmengine - INFO - Epoch(val) [31][180/196] eta: 0:00:03 time: 0.2061 data_time: 0.0018 memory: 1845 2024/02/04 12:10:19 - mmengine - INFO - Epoch(val) [31][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:10:29 - mmengine - INFO - Epoch(val) [31][196/196] accuracy/top1: 68.3700 accuracy/top5: 87.7140 data_time: 0.0017 time: 0.2047 2024/02/04 12:11:08 - mmengine - INFO - Epoch(train) [32][10/78] lr: 5.3615e+00 eta: 3:41:53 time: 3.9738 data_time: 1.2261 memory: 29603 loss: 1.5411 2024/02/04 12:11:36 - mmengine - INFO - Epoch(train) [32][20/78] lr: 5.3496e+00 eta: 3:41:22 time: 2.7918 data_time: 0.0051 memory: 29603 loss: 1.5402 2024/02/04 12:12:03 - mmengine - INFO - Epoch(train) [32][30/78] lr: 5.3376e+00 eta: 3:40:49 time: 2.7040 data_time: 0.0040 memory: 29603 loss: 1.5453 2024/02/04 12:12:31 - mmengine - INFO - Epoch(train) [32][40/78] lr: 5.3256e+00 eta: 3:40:18 time: 2.7858 data_time: 0.0050 memory: 29603 loss: 1.6077 2024/02/04 12:12:58 - mmengine - INFO - Epoch(train) [32][50/78] lr: 5.3135e+00 eta: 3:39:45 time: 2.6780 data_time: 0.0042 memory: 29603 loss: 1.5658 2024/02/04 12:13:25 - mmengine - INFO - Epoch(train) [32][60/78] lr: 5.3014e+00 eta: 3:39:12 time: 2.6962 data_time: 0.0043 memory: 29603 loss: 1.5785 2024/02/04 12:13:52 - mmengine - INFO - Epoch(train) [32][70/78] lr: 5.2892e+00 eta: 3:38:39 time: 2.6857 data_time: 0.0040 memory: 29603 loss: 1.6031 2024/02/04 12:14:13 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:14:13 - mmengine - INFO - Saving checkpoint at 32 epochs 2024/02/04 12:14:21 - mmengine - INFO - Epoch(val) [32][ 10/196] eta: 0:00:42 time: 0.2308 data_time: 0.0215 memory: 29603 2024/02/04 12:14:23 - mmengine - INFO - Epoch(val) [32][ 20/196] eta: 0:00:38 time: 0.2052 data_time: 0.0005 memory: 1845 2024/02/04 12:14:26 - mmengine - INFO - Epoch(val) [32][ 30/196] eta: 0:00:35 time: 0.2067 data_time: 0.0020 memory: 1845 2024/02/04 12:14:28 - mmengine - INFO - Epoch(val) [32][ 40/196] eta: 0:00:33 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:14:30 - mmengine - INFO - Epoch(val) [32][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:14:32 - mmengine - INFO - Epoch(val) [32][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:14:34 - mmengine - INFO - Epoch(val) [32][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:14:36 - mmengine - INFO - Epoch(val) [32][ 80/196] eta: 0:00:24 time: 0.2069 data_time: 0.0025 memory: 1845 2024/02/04 12:14:38 - mmengine - INFO - Epoch(val) [32][ 90/196] eta: 0:00:22 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 12:14:40 - mmengine - INFO - Epoch(val) [32][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:14:42 - mmengine - INFO - Epoch(val) [32][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:14:44 - mmengine - INFO - Epoch(val) [32][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 12:14:46 - mmengine - INFO - Epoch(val) [32][130/196] eta: 0:00:13 time: 0.2068 data_time: 0.0025 memory: 1845 2024/02/04 12:14:48 - mmengine - INFO - Epoch(val) [32][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:14:50 - mmengine - INFO - Epoch(val) [32][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:14:52 - mmengine - INFO - Epoch(val) [32][160/196] eta: 0:00:07 time: 0.2069 data_time: 0.0004 memory: 1845 2024/02/04 12:14:54 - mmengine - INFO - Epoch(val) [32][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:14:56 - mmengine - INFO - Epoch(val) [32][180/196] eta: 0:00:03 time: 0.2062 data_time: 0.0018 memory: 1845 2024/02/04 12:14:58 - mmengine - INFO - Epoch(val) [32][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:15:08 - mmengine - INFO - Epoch(val) [32][196/196] accuracy/top1: 68.8100 accuracy/top5: 87.6460 data_time: 0.0018 time: 0.2052 2024/02/04 12:15:48 - mmengine - INFO - Epoch(train) [33][10/78] lr: 5.2672e+00 eta: 3:38:03 time: 3.9478 data_time: 1.2034 memory: 29603 loss: 1.5415 2024/02/04 12:16:15 - mmengine - INFO - Epoch(train) [33][20/78] lr: 5.2549e+00 eta: 3:37:30 time: 2.6795 data_time: 0.0042 memory: 29603 loss: 1.5426 2024/02/04 12:16:42 - mmengine - INFO - Epoch(train) [33][30/78] lr: 5.2425e+00 eta: 3:36:58 time: 2.6990 data_time: 0.0048 memory: 29603 loss: 1.5534 2024/02/04 12:17:09 - mmengine - INFO - Epoch(train) [33][40/78] lr: 5.2301e+00 eta: 3:36:25 time: 2.6934 data_time: 0.0052 memory: 29603 loss: 1.5702 2024/02/04 12:17:39 - mmengine - INFO - Epoch(train) [33][50/78] lr: 5.2176e+00 eta: 3:35:59 time: 3.0738 data_time: 0.0080 memory: 29603 loss: 1.5915 2024/02/04 12:18:06 - mmengine - INFO - Epoch(train) [33][60/78] lr: 5.2050e+00 eta: 3:35:27 time: 2.6946 data_time: 0.0046 memory: 29603 loss: 1.6063 2024/02/04 12:18:33 - mmengine - INFO - Epoch(train) [33][70/78] lr: 5.1925e+00 eta: 3:34:54 time: 2.6876 data_time: 0.0052 memory: 29603 loss: 1.5757 2024/02/04 12:18:54 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:18:54 - mmengine - INFO - Saving checkpoint at 33 epochs 2024/02/04 12:19:02 - mmengine - INFO - Epoch(val) [33][ 10/196] eta: 0:00:42 time: 0.2285 data_time: 0.0216 memory: 29603 2024/02/04 12:19:04 - mmengine - INFO - Epoch(val) [33][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:19:06 - mmengine - INFO - Epoch(val) [33][ 30/196] eta: 0:00:35 time: 0.2097 data_time: 0.0015 memory: 1845 2024/02/04 12:19:09 - mmengine - INFO - Epoch(val) [33][ 40/196] eta: 0:00:33 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:19:11 - mmengine - INFO - Epoch(val) [33][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:19:13 - mmengine - INFO - Epoch(val) [33][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:19:15 - mmengine - INFO - Epoch(val) [33][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:19:17 - mmengine - INFO - Epoch(val) [33][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 12:19:19 - mmengine - INFO - Epoch(val) [33][ 90/196] eta: 0:00:22 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 12:19:21 - mmengine - INFO - Epoch(val) [33][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:19:23 - mmengine - INFO - Epoch(val) [33][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 12:19:25 - mmengine - INFO - Epoch(val) [33][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0003 memory: 1845 2024/02/04 12:19:27 - mmengine - INFO - Epoch(val) [33][130/196] eta: 0:00:13 time: 0.2060 data_time: 0.0016 memory: 1845 2024/02/04 12:19:29 - mmengine - INFO - Epoch(val) [33][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:19:31 - mmengine - INFO - Epoch(val) [33][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:19:33 - mmengine - INFO - Epoch(val) [33][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:19:35 - mmengine - INFO - Epoch(val) [33][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 12:19:37 - mmengine - INFO - Epoch(val) [33][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0015 memory: 1845 2024/02/04 12:19:39 - mmengine - INFO - Epoch(val) [33][190/196] eta: 0:00:01 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 12:19:49 - mmengine - INFO - Epoch(val) [33][196/196] accuracy/top1: 68.6300 accuracy/top5: 87.7100 data_time: 0.0016 time: 0.2048 2024/02/04 12:20:29 - mmengine - INFO - Epoch(train) [34][10/78] lr: 5.1697e+00 eta: 3:34:19 time: 4.0480 data_time: 1.1862 memory: 29603 loss: 1.5058 2024/02/04 12:20:56 - mmengine - INFO - Epoch(train) [34][20/78] lr: 5.1570e+00 eta: 3:33:46 time: 2.6895 data_time: 0.0037 memory: 29603 loss: 1.5450 2024/02/04 12:21:25 - mmengine - INFO - Epoch(train) [34][30/78] lr: 5.1442e+00 eta: 3:33:16 time: 2.8184 data_time: 0.0050 memory: 29603 loss: 1.5850 2024/02/04 12:21:51 - mmengine - INFO - Epoch(train) [34][40/78] lr: 5.1314e+00 eta: 3:32:44 time: 2.6862 data_time: 0.0049 memory: 29603 loss: 1.5510 2024/02/04 12:22:18 - mmengine - INFO - Epoch(train) [34][50/78] lr: 5.1185e+00 eta: 3:32:11 time: 2.7062 data_time: 0.0040 memory: 29603 loss: 1.5641 2024/02/04 12:22:45 - mmengine - INFO - Epoch(train) [34][60/78] lr: 5.1056e+00 eta: 3:31:39 time: 2.6816 data_time: 0.0039 memory: 29603 loss: 1.5838 2024/02/04 12:23:12 - mmengine - INFO - Epoch(train) [34][70/78] lr: 5.0926e+00 eta: 3:31:06 time: 2.6855 data_time: 0.0048 memory: 29603 loss: 1.5842 2024/02/04 12:23:34 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:23:34 - mmengine - INFO - Saving checkpoint at 34 epochs 2024/02/04 12:23:42 - mmengine - INFO - Epoch(val) [34][ 10/196] eta: 0:00:42 time: 0.2299 data_time: 0.0213 memory: 29603 2024/02/04 12:23:44 - mmengine - INFO - Epoch(val) [34][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:23:46 - mmengine - INFO - Epoch(val) [34][ 30/196] eta: 0:00:35 time: 0.2069 data_time: 0.0024 memory: 1845 2024/02/04 12:23:48 - mmengine - INFO - Epoch(val) [34][ 40/196] eta: 0:00:32 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:23:50 - mmengine - INFO - Epoch(val) [34][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:23:52 - mmengine - INFO - Epoch(val) [34][ 60/196] eta: 0:00:28 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:23:54 - mmengine - INFO - Epoch(val) [34][ 70/196] eta: 0:00:26 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 12:23:56 - mmengine - INFO - Epoch(val) [34][ 80/196] eta: 0:00:24 time: 0.2062 data_time: 0.0020 memory: 1845 2024/02/04 12:23:58 - mmengine - INFO - Epoch(val) [34][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 12:24:00 - mmengine - INFO - Epoch(val) [34][100/196] eta: 0:00:19 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 12:24:02 - mmengine - INFO - Epoch(val) [34][110/196] eta: 0:00:17 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 12:24:04 - mmengine - INFO - Epoch(val) [34][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 12:24:06 - mmengine - INFO - Epoch(val) [34][130/196] eta: 0:00:13 time: 0.2057 data_time: 0.0015 memory: 1845 2024/02/04 12:24:08 - mmengine - INFO - Epoch(val) [34][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:24:10 - mmengine - INFO - Epoch(val) [34][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:24:12 - mmengine - INFO - Epoch(val) [34][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 12:24:14 - mmengine - INFO - Epoch(val) [34][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 12:24:16 - mmengine - INFO - Epoch(val) [34][180/196] eta: 0:00:03 time: 0.2063 data_time: 0.0022 memory: 1845 2024/02/04 12:24:18 - mmengine - INFO - Epoch(val) [34][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:24:28 - mmengine - INFO - Epoch(val) [34][196/196] accuracy/top1: 68.9960 accuracy/top5: 87.7220 data_time: 0.0017 time: 0.2047 2024/02/04 12:25:08 - mmengine - INFO - Epoch(train) [35][10/78] lr: 5.0692e+00 eta: 3:30:29 time: 3.9438 data_time: 1.1787 memory: 29603 loss: 1.5330 2024/02/04 12:25:36 - mmengine - INFO - Epoch(train) [35][20/78] lr: 5.0561e+00 eta: 3:29:59 time: 2.8426 data_time: 0.0037 memory: 29603 loss: 1.5420 2024/02/04 12:26:03 - mmengine - INFO - Epoch(train) [35][30/78] lr: 5.0429e+00 eta: 3:29:26 time: 2.6770 data_time: 0.0048 memory: 29603 loss: 1.5391 2024/02/04 12:26:36 - mmengine - INFO - Epoch(train) [35][40/78] lr: 5.0297e+00 eta: 3:29:03 time: 3.2735 data_time: 0.0046 memory: 29603 loss: 1.5698 2024/02/04 12:27:02 - mmengine - INFO - Epoch(train) [35][50/78] lr: 5.0165e+00 eta: 3:28:31 time: 2.6811 data_time: 0.0049 memory: 29603 loss: 1.5809 2024/02/04 12:27:29 - mmengine - INFO - Epoch(train) [35][60/78] lr: 5.0032e+00 eta: 3:27:59 time: 2.6928 data_time: 0.0054 memory: 29603 loss: 1.5672 2024/02/04 12:27:56 - mmengine - INFO - Epoch(train) [35][70/78] lr: 4.9899e+00 eta: 3:27:26 time: 2.6886 data_time: 0.0052 memory: 29603 loss: 1.5993 2024/02/04 12:28:18 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:28:18 - mmengine - INFO - Saving checkpoint at 35 epochs 2024/02/04 12:28:25 - mmengine - INFO - Epoch(val) [35][ 10/196] eta: 0:00:42 time: 0.2292 data_time: 0.0216 memory: 29603 2024/02/04 12:28:27 - mmengine - INFO - Epoch(val) [35][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:28:30 - mmengine - INFO - Epoch(val) [35][ 30/196] eta: 0:00:35 time: 0.2061 data_time: 0.0019 memory: 1845 2024/02/04 12:28:32 - mmengine - INFO - Epoch(val) [35][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:28:34 - mmengine - INFO - Epoch(val) [35][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:28:36 - mmengine - INFO - Epoch(val) [35][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:28:38 - mmengine - INFO - Epoch(val) [35][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:28:40 - mmengine - INFO - Epoch(val) [35][ 80/196] eta: 0:00:24 time: 0.2057 data_time: 0.0015 memory: 1845 2024/02/04 12:28:42 - mmengine - INFO - Epoch(val) [35][ 90/196] eta: 0:00:22 time: 0.2095 data_time: 0.0004 memory: 1845 2024/02/04 12:28:44 - mmengine - INFO - Epoch(val) [35][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:28:46 - mmengine - INFO - Epoch(val) [35][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:28:48 - mmengine - INFO - Epoch(val) [35][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:28:50 - mmengine - INFO - Epoch(val) [35][130/196] eta: 0:00:13 time: 0.2060 data_time: 0.0018 memory: 1845 2024/02/04 12:28:52 - mmengine - INFO - Epoch(val) [35][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:28:54 - mmengine - INFO - Epoch(val) [35][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:28:56 - mmengine - INFO - Epoch(val) [35][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 12:28:58 - mmengine - INFO - Epoch(val) [35][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:29:00 - mmengine - INFO - Epoch(val) [35][180/196] eta: 0:00:03 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 12:29:02 - mmengine - INFO - Epoch(val) [35][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 12:29:12 - mmengine - INFO - Epoch(val) [35][196/196] accuracy/top1: 68.6980 accuracy/top5: 87.6460 data_time: 0.0017 time: 0.2050 2024/02/04 12:29:52 - mmengine - INFO - Epoch(train) [36][10/78] lr: 4.9658e+00 eta: 3:26:48 time: 3.9635 data_time: 1.1745 memory: 29603 loss: 1.5049 2024/02/04 12:30:20 - mmengine - INFO - Epoch(train) [36][20/78] lr: 4.9523e+00 eta: 3:26:18 time: 2.8072 data_time: 0.0054 memory: 29603 loss: 1.5494 2024/02/04 12:30:47 - mmengine - INFO - Epoch(train) [36][30/78] lr: 4.9388e+00 eta: 3:25:46 time: 2.6874 data_time: 0.0050 memory: 29603 loss: 1.5673 2024/02/04 12:31:18 - mmengine - INFO - Epoch(train) [36][40/78] lr: 4.9252e+00 eta: 3:25:20 time: 3.0854 data_time: 0.0048 memory: 29603 loss: 1.5627 2024/02/04 12:31:45 - mmengine - INFO - Epoch(train) [36][50/78] lr: 4.9117e+00 eta: 3:24:47 time: 2.6838 data_time: 0.0038 memory: 29603 loss: 1.5730 2024/02/04 12:32:11 - mmengine - INFO - Epoch(train) [36][60/78] lr: 4.8980e+00 eta: 3:24:15 time: 2.6873 data_time: 0.0039 memory: 29603 loss: 1.5667 2024/02/04 12:32:38 - mmengine - INFO - Epoch(train) [36][70/78] lr: 4.8843e+00 eta: 3:23:43 time: 2.6965 data_time: 0.0040 memory: 29603 loss: 1.5722 2024/02/04 12:33:00 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:33:00 - mmengine - INFO - Saving checkpoint at 36 epochs 2024/02/04 12:33:08 - mmengine - INFO - Epoch(val) [36][ 10/196] eta: 0:00:42 time: 0.2302 data_time: 0.0215 memory: 29603 2024/02/04 12:33:10 - mmengine - INFO - Epoch(val) [36][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:33:12 - mmengine - INFO - Epoch(val) [36][ 30/196] eta: 0:00:35 time: 0.2055 data_time: 0.0014 memory: 1845 2024/02/04 12:33:14 - mmengine - INFO - Epoch(val) [36][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:33:16 - mmengine - INFO - Epoch(val) [36][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:33:18 - mmengine - INFO - Epoch(val) [36][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:33:20 - mmengine - INFO - Epoch(val) [36][ 70/196] eta: 0:00:26 time: 0.2128 data_time: 0.0004 memory: 1845 2024/02/04 12:33:22 - mmengine - INFO - Epoch(val) [36][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 12:33:24 - mmengine - INFO - Epoch(val) [36][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:33:26 - mmengine - INFO - Epoch(val) [36][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:33:28 - mmengine - INFO - Epoch(val) [36][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:33:30 - mmengine - INFO - Epoch(val) [36][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:33:32 - mmengine - INFO - Epoch(val) [36][130/196] eta: 0:00:13 time: 0.2064 data_time: 0.0019 memory: 1845 2024/02/04 12:33:34 - mmengine - INFO - Epoch(val) [36][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:33:36 - mmengine - INFO - Epoch(val) [36][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:33:38 - mmengine - INFO - Epoch(val) [36][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:33:41 - mmengine - INFO - Epoch(val) [36][170/196] eta: 0:00:05 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:33:43 - mmengine - INFO - Epoch(val) [36][180/196] eta: 0:00:03 time: 0.2059 data_time: 0.0017 memory: 1845 2024/02/04 12:33:45 - mmengine - INFO - Epoch(val) [36][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:33:55 - mmengine - INFO - Epoch(val) [36][196/196] accuracy/top1: 68.7180 accuracy/top5: 87.7580 data_time: 0.0017 time: 0.2051 2024/02/04 12:34:35 - mmengine - INFO - Epoch(train) [37][10/78] lr: 4.8596e+00 eta: 3:23:05 time: 4.0220 data_time: 1.2575 memory: 29603 loss: 1.5142 2024/02/04 12:35:05 - mmengine - INFO - Epoch(train) [37][20/78] lr: 4.8458e+00 eta: 3:22:38 time: 3.0086 data_time: 0.0050 memory: 29603 loss: 1.5502 2024/02/04 12:35:32 - mmengine - INFO - Epoch(train) [37][30/78] lr: 4.8320e+00 eta: 3:22:06 time: 2.6894 data_time: 0.0055 memory: 29603 loss: 1.5128 2024/02/04 12:36:01 - mmengine - INFO - Epoch(train) [37][40/78] lr: 4.8181e+00 eta: 3:21:37 time: 2.9171 data_time: 0.0048 memory: 29603 loss: 1.5526 2024/02/04 12:36:28 - mmengine - INFO - Epoch(train) [37][50/78] lr: 4.8042e+00 eta: 3:21:05 time: 2.6901 data_time: 0.0048 memory: 29603 loss: 1.5506 2024/02/04 12:36:55 - mmengine - INFO - Epoch(train) [37][60/78] lr: 4.7902e+00 eta: 3:20:33 time: 2.6812 data_time: 0.0037 memory: 29603 loss: 1.5852 2024/02/04 12:37:22 - mmengine - INFO - Epoch(train) [37][70/78] lr: 4.7762e+00 eta: 3:20:01 time: 2.6959 data_time: 0.0068 memory: 29603 loss: 1.5838 2024/02/04 12:37:43 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:37:43 - mmengine - INFO - Saving checkpoint at 37 epochs 2024/02/04 12:37:51 - mmengine - INFO - Epoch(val) [37][ 10/196] eta: 0:00:42 time: 0.2279 data_time: 0.0214 memory: 29603 2024/02/04 12:37:53 - mmengine - INFO - Epoch(val) [37][ 20/196] eta: 0:00:38 time: 0.2084 data_time: 0.0004 memory: 1845 2024/02/04 12:37:55 - mmengine - INFO - Epoch(val) [37][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 12:37:57 - mmengine - INFO - Epoch(val) [37][ 40/196] eta: 0:00:33 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:37:59 - mmengine - INFO - Epoch(val) [37][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:38:01 - mmengine - INFO - Epoch(val) [37][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 12:38:03 - mmengine - INFO - Epoch(val) [37][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:38:05 - mmengine - INFO - Epoch(val) [37][ 80/196] eta: 0:00:24 time: 0.2057 data_time: 0.0013 memory: 1845 2024/02/04 12:38:07 - mmengine - INFO - Epoch(val) [37][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:38:09 - mmengine - INFO - Epoch(val) [37][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:38:11 - mmengine - INFO - Epoch(val) [37][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:38:13 - mmengine - INFO - Epoch(val) [37][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:38:15 - mmengine - INFO - Epoch(val) [37][130/196] eta: 0:00:13 time: 0.2053 data_time: 0.0008 memory: 1845 2024/02/04 12:38:17 - mmengine - INFO - Epoch(val) [37][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:38:20 - mmengine - INFO - Epoch(val) [37][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:38:22 - mmengine - INFO - Epoch(val) [37][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:38:24 - mmengine - INFO - Epoch(val) [37][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 12:38:26 - mmengine - INFO - Epoch(val) [37][180/196] eta: 0:00:03 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 12:38:28 - mmengine - INFO - Epoch(val) [37][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:38:38 - mmengine - INFO - Epoch(val) [37][196/196] accuracy/top1: 68.7020 accuracy/top5: 87.7620 data_time: 0.0016 time: 0.2048 2024/02/04 12:39:19 - mmengine - INFO - Epoch(train) [38][10/78] lr: 4.7509e+00 eta: 3:19:23 time: 4.1178 data_time: 1.2639 memory: 29603 loss: 1.4886 2024/02/04 12:39:46 - mmengine - INFO - Epoch(train) [38][20/78] lr: 4.7368e+00 eta: 3:18:52 time: 2.7604 data_time: 0.0046 memory: 29603 loss: 1.5186 2024/02/04 12:40:13 - mmengine - INFO - Epoch(train) [38][30/78] lr: 4.7227e+00 eta: 3:18:20 time: 2.6814 data_time: 0.0059 memory: 29603 loss: 1.5675 2024/02/04 12:40:40 - mmengine - INFO - Epoch(train) [38][40/78] lr: 4.7085e+00 eta: 3:17:49 time: 2.6994 data_time: 0.0047 memory: 29603 loss: 1.5664 2024/02/04 12:41:07 - mmengine - INFO - Epoch(train) [38][50/78] lr: 4.6942e+00 eta: 3:17:17 time: 2.6815 data_time: 0.0048 memory: 29603 loss: 1.5576 2024/02/04 12:41:34 - mmengine - INFO - Epoch(train) [38][60/78] lr: 4.6800e+00 eta: 3:16:45 time: 2.6783 data_time: 0.0055 memory: 29603 loss: 1.5677 2024/02/04 12:42:01 - mmengine - INFO - Epoch(train) [38][70/78] lr: 4.6657e+00 eta: 3:16:13 time: 2.6934 data_time: 0.0049 memory: 29603 loss: 1.5322 2024/02/04 12:42:22 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:42:22 - mmengine - INFO - Saving checkpoint at 38 epochs 2024/02/04 12:42:30 - mmengine - INFO - Epoch(val) [38][ 10/196] eta: 0:00:42 time: 0.2288 data_time: 0.0214 memory: 29603 2024/02/04 12:42:32 - mmengine - INFO - Epoch(val) [38][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:42:34 - mmengine - INFO - Epoch(val) [38][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 12:42:36 - mmengine - INFO - Epoch(val) [38][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:42:38 - mmengine - INFO - Epoch(val) [38][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:42:40 - mmengine - INFO - Epoch(val) [38][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:42:42 - mmengine - INFO - Epoch(val) [38][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:42:44 - mmengine - INFO - Epoch(val) [38][ 80/196] eta: 0:00:24 time: 0.2058 data_time: 0.0014 memory: 1845 2024/02/04 12:42:46 - mmengine - INFO - Epoch(val) [38][ 90/196] eta: 0:00:21 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:42:48 - mmengine - INFO - Epoch(val) [38][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:42:50 - mmengine - INFO - Epoch(val) [38][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 12:42:52 - mmengine - INFO - Epoch(val) [38][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:42:54 - mmengine - INFO - Epoch(val) [38][130/196] eta: 0:00:13 time: 0.2062 data_time: 0.0019 memory: 1845 2024/02/04 12:42:56 - mmengine - INFO - Epoch(val) [38][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:42:58 - mmengine - INFO - Epoch(val) [38][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:43:01 - mmengine - INFO - Epoch(val) [38][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:43:03 - mmengine - INFO - Epoch(val) [38][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 12:43:05 - mmengine - INFO - Epoch(val) [38][180/196] eta: 0:00:03 time: 0.2065 data_time: 0.0024 memory: 1845 2024/02/04 12:43:07 - mmengine - INFO - Epoch(val) [38][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 12:43:16 - mmengine - INFO - Epoch(val) [38][196/196] accuracy/top1: 68.8720 accuracy/top5: 87.8200 data_time: 0.0017 time: 0.2047 2024/02/04 12:43:57 - mmengine - INFO - Epoch(train) [39][10/78] lr: 4.6398e+00 eta: 3:15:34 time: 4.0376 data_time: 1.2291 memory: 29603 loss: 1.5282 2024/02/04 12:44:24 - mmengine - INFO - Epoch(train) [39][20/78] lr: 4.6254e+00 eta: 3:15:02 time: 2.6725 data_time: 0.0038 memory: 29603 loss: 1.5179 2024/02/04 12:44:51 - mmengine - INFO - Epoch(train) [39][30/78] lr: 4.6110e+00 eta: 3:14:30 time: 2.6966 data_time: 0.0048 memory: 29603 loss: 1.5508 2024/02/04 12:45:07 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:45:18 - mmengine - INFO - Epoch(train) [39][40/78] lr: 4.5965e+00 eta: 3:13:58 time: 2.7105 data_time: 0.0062 memory: 29603 loss: 1.5227 2024/02/04 12:45:45 - mmengine - INFO - Epoch(train) [39][50/78] lr: 4.5820e+00 eta: 3:13:27 time: 2.6983 data_time: 0.0048 memory: 29603 loss: 1.5444 2024/02/04 12:46:11 - mmengine - INFO - Epoch(train) [39][60/78] lr: 4.5674e+00 eta: 3:12:55 time: 2.6861 data_time: 0.0048 memory: 29603 loss: 1.5462 2024/02/04 12:46:38 - mmengine - INFO - Epoch(train) [39][70/78] lr: 4.5529e+00 eta: 3:12:23 time: 2.6917 data_time: 0.0054 memory: 29603 loss: 1.5691 2024/02/04 12:47:00 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:47:00 - mmengine - INFO - Saving checkpoint at 39 epochs 2024/02/04 12:47:08 - mmengine - INFO - Epoch(val) [39][ 10/196] eta: 0:00:42 time: 0.2288 data_time: 0.0213 memory: 29603 2024/02/04 12:47:10 - mmengine - INFO - Epoch(val) [39][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:47:12 - mmengine - INFO - Epoch(val) [39][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 12:47:14 - mmengine - INFO - Epoch(val) [39][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:47:16 - mmengine - INFO - Epoch(val) [39][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:47:18 - mmengine - INFO - Epoch(val) [39][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:47:20 - mmengine - INFO - Epoch(val) [39][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:47:22 - mmengine - INFO - Epoch(val) [39][ 80/196] eta: 0:00:24 time: 0.2136 data_time: 0.0017 memory: 1845 2024/02/04 12:47:24 - mmengine - INFO - Epoch(val) [39][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:47:26 - mmengine - INFO - Epoch(val) [39][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:47:28 - mmengine - INFO - Epoch(val) [39][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:47:30 - mmengine - INFO - Epoch(val) [39][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:47:32 - mmengine - INFO - Epoch(val) [39][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 12:47:34 - mmengine - INFO - Epoch(val) [39][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:47:36 - mmengine - INFO - Epoch(val) [39][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:47:39 - mmengine - INFO - Epoch(val) [39][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:47:41 - mmengine - INFO - Epoch(val) [39][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 12:47:43 - mmengine - INFO - Epoch(val) [39][180/196] eta: 0:00:03 time: 0.2060 data_time: 0.0018 memory: 1845 2024/02/04 12:47:45 - mmengine - INFO - Epoch(val) [39][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:47:55 - mmengine - INFO - Epoch(val) [39][196/196] accuracy/top1: 68.6480 accuracy/top5: 87.7680 data_time: 0.0016 time: 0.2050 2024/02/04 12:48:36 - mmengine - INFO - Epoch(train) [40][10/78] lr: 4.5265e+00 eta: 3:11:45 time: 4.1611 data_time: 1.1528 memory: 29603 loss: 1.4925 2024/02/04 12:49:04 - mmengine - INFO - Epoch(train) [40][20/78] lr: 4.5119e+00 eta: 3:11:15 time: 2.7542 data_time: 0.0054 memory: 29603 loss: 1.5242 2024/02/04 12:49:30 - mmengine - INFO - Epoch(train) [40][30/78] lr: 4.4971e+00 eta: 3:10:43 time: 2.6694 data_time: 0.0051 memory: 29603 loss: 1.5391 2024/02/04 12:50:02 - mmengine - INFO - Epoch(train) [40][40/78] lr: 4.4824e+00 eta: 3:10:17 time: 3.1502 data_time: 0.4631 memory: 29603 loss: 1.5428 2024/02/04 12:50:29 - mmengine - INFO - Epoch(train) [40][50/78] lr: 4.4676e+00 eta: 3:09:45 time: 2.6847 data_time: 0.0038 memory: 29603 loss: 1.5646 2024/02/04 12:50:56 - mmengine - INFO - Epoch(train) [40][60/78] lr: 4.4528e+00 eta: 3:09:14 time: 2.7025 data_time: 0.0037 memory: 29603 loss: 1.5674 2024/02/04 12:51:23 - mmengine - INFO - Epoch(train) [40][70/78] lr: 4.4380e+00 eta: 3:08:42 time: 2.6776 data_time: 0.0039 memory: 29603 loss: 1.5553 2024/02/04 12:51:44 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:51:44 - mmengine - INFO - Saving checkpoint at 40 epochs 2024/02/04 12:51:52 - mmengine - INFO - Epoch(val) [40][ 10/196] eta: 0:00:42 time: 0.2307 data_time: 0.0215 memory: 29603 2024/02/04 12:51:54 - mmengine - INFO - Epoch(val) [40][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:51:56 - mmengine - INFO - Epoch(val) [40][ 30/196] eta: 0:00:35 time: 0.2049 data_time: 0.0008 memory: 1845 2024/02/04 12:51:58 - mmengine - INFO - Epoch(val) [40][ 40/196] eta: 0:00:32 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:52:00 - mmengine - INFO - Epoch(val) [40][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:52:02 - mmengine - INFO - Epoch(val) [40][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 12:52:04 - mmengine - INFO - Epoch(val) [40][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:52:06 - mmengine - INFO - Epoch(val) [40][ 80/196] eta: 0:00:24 time: 0.2050 data_time: 0.0008 memory: 1845 2024/02/04 12:52:08 - mmengine - INFO - Epoch(val) [40][ 90/196] eta: 0:00:22 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:52:10 - mmengine - INFO - Epoch(val) [40][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:52:12 - mmengine - INFO - Epoch(val) [40][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:52:14 - mmengine - INFO - Epoch(val) [40][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:52:16 - mmengine - INFO - Epoch(val) [40][130/196] eta: 0:00:13 time: 0.2050 data_time: 0.0007 memory: 1845 2024/02/04 12:52:18 - mmengine - INFO - Epoch(val) [40][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:52:21 - mmengine - INFO - Epoch(val) [40][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:52:23 - mmengine - INFO - Epoch(val) [40][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:52:25 - mmengine - INFO - Epoch(val) [40][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:52:27 - mmengine - INFO - Epoch(val) [40][180/196] eta: 0:00:03 time: 0.2060 data_time: 0.0018 memory: 1845 2024/02/04 12:52:29 - mmengine - INFO - Epoch(val) [40][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0003 memory: 1845 2024/02/04 12:52:38 - mmengine - INFO - Epoch(val) [40][196/196] accuracy/top1: 68.8940 accuracy/top5: 87.9280 data_time: 0.0016 time: 0.2046 2024/02/04 12:53:18 - mmengine - INFO - Epoch(train) [41][10/78] lr: 4.4112e+00 eta: 3:08:01 time: 3.9525 data_time: 1.2082 memory: 29603 loss: 1.5141 2024/02/04 12:53:48 - mmengine - INFO - Epoch(train) [41][20/78] lr: 4.3963e+00 eta: 3:07:33 time: 3.0166 data_time: 0.3452 memory: 29603 loss: 1.5277 2024/02/04 12:54:16 - mmengine - INFO - Epoch(train) [41][30/78] lr: 4.3813e+00 eta: 3:07:03 time: 2.7993 data_time: 0.1187 memory: 29603 loss: 1.5380 2024/02/04 12:54:43 - mmengine - INFO - Epoch(train) [41][40/78] lr: 4.3663e+00 eta: 3:06:32 time: 2.7112 data_time: 0.0055 memory: 29603 loss: 1.5281 2024/02/04 12:55:10 - mmengine - INFO - Epoch(train) [41][50/78] lr: 4.3513e+00 eta: 3:06:00 time: 2.6745 data_time: 0.0049 memory: 29603 loss: 1.5265 2024/02/04 12:55:37 - mmengine - INFO - Epoch(train) [41][60/78] lr: 4.3362e+00 eta: 3:05:28 time: 2.6868 data_time: 0.0037 memory: 29603 loss: 1.5400 2024/02/04 12:56:04 - mmengine - INFO - Epoch(train) [41][70/78] lr: 4.3212e+00 eta: 3:04:57 time: 2.6864 data_time: 0.0054 memory: 29603 loss: 1.5293 2024/02/04 12:56:25 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 12:56:25 - mmengine - INFO - Saving checkpoint at 41 epochs 2024/02/04 12:56:33 - mmengine - INFO - Epoch(val) [41][ 10/196] eta: 0:00:42 time: 0.2292 data_time: 0.0214 memory: 29603 2024/02/04 12:56:35 - mmengine - INFO - Epoch(val) [41][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 12:56:37 - mmengine - INFO - Epoch(val) [41][ 30/196] eta: 0:00:35 time: 0.2050 data_time: 0.0007 memory: 1845 2024/02/04 12:56:39 - mmengine - INFO - Epoch(val) [41][ 40/196] eta: 0:00:32 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 12:56:41 - mmengine - INFO - Epoch(val) [41][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:56:43 - mmengine - INFO - Epoch(val) [41][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:56:45 - mmengine - INFO - Epoch(val) [41][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0006 memory: 1845 2024/02/04 12:56:47 - mmengine - INFO - Epoch(val) [41][ 80/196] eta: 0:00:24 time: 0.2056 data_time: 0.0013 memory: 1845 2024/02/04 12:56:50 - mmengine - INFO - Epoch(val) [41][ 90/196] eta: 0:00:21 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:56:52 - mmengine - INFO - Epoch(val) [41][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 12:56:54 - mmengine - INFO - Epoch(val) [41][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 12:56:56 - mmengine - INFO - Epoch(val) [41][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 12:56:58 - mmengine - INFO - Epoch(val) [41][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0006 memory: 1845 2024/02/04 12:57:00 - mmengine - INFO - Epoch(val) [41][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:57:02 - mmengine - INFO - Epoch(val) [41][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:57:04 - mmengine - INFO - Epoch(val) [41][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 12:57:06 - mmengine - INFO - Epoch(val) [41][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0006 memory: 1845 2024/02/04 12:57:08 - mmengine - INFO - Epoch(val) [41][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0007 memory: 1845 2024/02/04 12:57:10 - mmengine - INFO - Epoch(val) [41][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 12:57:20 - mmengine - INFO - Epoch(val) [41][196/196] accuracy/top1: 68.8480 accuracy/top5: 87.9420 data_time: 0.0016 time: 0.2046 2024/02/04 12:58:00 - mmengine - INFO - Epoch(train) [42][10/78] lr: 4.2940e+00 eta: 3:04:15 time: 3.9738 data_time: 1.1676 memory: 29603 loss: 1.4945 2024/02/04 12:58:27 - mmengine - INFO - Epoch(train) [42][20/78] lr: 4.2788e+00 eta: 3:03:44 time: 2.7074 data_time: 0.0054 memory: 29603 loss: 1.5282 2024/02/04 12:58:53 - mmengine - INFO - Epoch(train) [42][30/78] lr: 4.2636e+00 eta: 3:03:12 time: 2.6752 data_time: 0.0045 memory: 29603 loss: 1.5213 2024/02/04 12:59:20 - mmengine - INFO - Epoch(train) [42][40/78] lr: 4.2484e+00 eta: 3:02:41 time: 2.6856 data_time: 0.0054 memory: 29603 loss: 1.5514 2024/02/04 12:59:47 - mmengine - INFO - Epoch(train) [42][50/78] lr: 4.2332e+00 eta: 3:02:10 time: 2.6941 data_time: 0.0048 memory: 29603 loss: 1.5459 2024/02/04 13:00:14 - mmengine - INFO - Epoch(train) [42][60/78] lr: 4.2179e+00 eta: 3:01:38 time: 2.6799 data_time: 0.0046 memory: 29603 loss: 1.5536 2024/02/04 13:00:41 - mmengine - INFO - Epoch(train) [42][70/78] lr: 4.2026e+00 eta: 3:01:07 time: 2.6948 data_time: 0.0041 memory: 29603 loss: 1.5558 2024/02/04 13:01:03 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:01:03 - mmengine - INFO - Saving checkpoint at 42 epochs 2024/02/04 13:01:10 - mmengine - INFO - Epoch(val) [42][ 10/196] eta: 0:00:42 time: 0.2284 data_time: 0.0214 memory: 29603 2024/02/04 13:01:12 - mmengine - INFO - Epoch(val) [42][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 13:01:14 - mmengine - INFO - Epoch(val) [42][ 30/196] eta: 0:00:35 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 13:01:17 - mmengine - INFO - Epoch(val) [42][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:01:19 - mmengine - INFO - Epoch(val) [42][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:01:21 - mmengine - INFO - Epoch(val) [42][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:01:23 - mmengine - INFO - Epoch(val) [42][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0006 memory: 1845 2024/02/04 13:01:25 - mmengine - INFO - Epoch(val) [42][ 80/196] eta: 0:00:24 time: 0.2066 data_time: 0.0023 memory: 1845 2024/02/04 13:01:27 - mmengine - INFO - Epoch(val) [42][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:01:29 - mmengine - INFO - Epoch(val) [42][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:01:31 - mmengine - INFO - Epoch(val) [42][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:01:33 - mmengine - INFO - Epoch(val) [42][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:01:35 - mmengine - INFO - Epoch(val) [42][130/196] eta: 0:00:13 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 13:01:37 - mmengine - INFO - Epoch(val) [42][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:01:39 - mmengine - INFO - Epoch(val) [42][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:01:41 - mmengine - INFO - Epoch(val) [42][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:01:43 - mmengine - INFO - Epoch(val) [42][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0006 memory: 1845 2024/02/04 13:01:45 - mmengine - INFO - Epoch(val) [42][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0007 memory: 1845 2024/02/04 13:01:47 - mmengine - INFO - Epoch(val) [42][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:01:57 - mmengine - INFO - Epoch(val) [42][196/196] accuracy/top1: 69.0960 accuracy/top5: 88.0560 data_time: 0.0017 time: 0.2048 2024/02/04 13:02:40 - mmengine - INFO - Epoch(train) [43][10/78] lr: 4.1751e+00 eta: 3:00:29 time: 4.2969 data_time: 1.2321 memory: 29603 loss: 1.4709 2024/02/04 13:03:07 - mmengine - INFO - Epoch(train) [43][20/78] lr: 4.1597e+00 eta: 2:59:58 time: 2.7277 data_time: 0.0040 memory: 29603 loss: 1.4865 2024/02/04 13:03:34 - mmengine - INFO - Epoch(train) [43][30/78] lr: 4.1443e+00 eta: 2:59:26 time: 2.6933 data_time: 0.0037 memory: 29603 loss: 1.5180 2024/02/04 13:04:01 - mmengine - INFO - Epoch(train) [43][40/78] lr: 4.1289e+00 eta: 2:58:55 time: 2.6757 data_time: 0.0051 memory: 29603 loss: 1.5265 2024/02/04 13:04:28 - mmengine - INFO - Epoch(train) [43][50/78] lr: 4.1135e+00 eta: 2:58:24 time: 2.6775 data_time: 0.0047 memory: 29603 loss: 1.5639 2024/02/04 13:04:55 - mmengine - INFO - Epoch(train) [43][60/78] lr: 4.0980e+00 eta: 2:57:52 time: 2.6802 data_time: 0.0045 memory: 29603 loss: 1.5276 2024/02/04 13:05:22 - mmengine - INFO - Epoch(train) [43][70/78] lr: 4.0826e+00 eta: 2:57:21 time: 2.6872 data_time: 0.0055 memory: 29603 loss: 1.5427 2024/02/04 13:05:43 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:05:43 - mmengine - INFO - Saving checkpoint at 43 epochs 2024/02/04 13:05:51 - mmengine - INFO - Epoch(val) [43][ 10/196] eta: 0:00:42 time: 0.2303 data_time: 0.0215 memory: 29603 2024/02/04 13:05:53 - mmengine - INFO - Epoch(val) [43][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:05:55 - mmengine - INFO - Epoch(val) [43][ 30/196] eta: 0:00:35 time: 0.2058 data_time: 0.0015 memory: 1845 2024/02/04 13:05:57 - mmengine - INFO - Epoch(val) [43][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:05:59 - mmengine - INFO - Epoch(val) [43][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 13:06:01 - mmengine - INFO - Epoch(val) [43][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:06:03 - mmengine - INFO - Epoch(val) [43][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:06:05 - mmengine - INFO - Epoch(val) [43][ 80/196] eta: 0:00:24 time: 0.2061 data_time: 0.0015 memory: 1845 2024/02/04 13:06:07 - mmengine - INFO - Epoch(val) [43][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:06:09 - mmengine - INFO - Epoch(val) [43][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:06:11 - mmengine - INFO - Epoch(val) [43][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 13:06:13 - mmengine - INFO - Epoch(val) [43][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 13:06:15 - mmengine - INFO - Epoch(val) [43][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0007 memory: 1845 2024/02/04 13:06:18 - mmengine - INFO - Epoch(val) [43][140/196] eta: 0:00:11 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 13:06:20 - mmengine - INFO - Epoch(val) [43][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 13:06:22 - mmengine - INFO - Epoch(val) [43][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 13:06:24 - mmengine - INFO - Epoch(val) [43][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 13:06:26 - mmengine - INFO - Epoch(val) [43][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0014 memory: 1845 2024/02/04 13:06:28 - mmengine - INFO - Epoch(val) [43][190/196] eta: 0:00:01 time: 0.2042 data_time: 0.0003 memory: 1845 2024/02/04 13:06:38 - mmengine - INFO - Epoch(val) [43][196/196] accuracy/top1: 69.2020 accuracy/top5: 87.9300 data_time: 0.0016 time: 0.2046 2024/02/04 13:07:17 - mmengine - INFO - Epoch(train) [44][10/78] lr: 4.0546e+00 eta: 2:56:39 time: 3.9757 data_time: 1.2224 memory: 29603 loss: 1.4753 2024/02/04 13:07:44 - mmengine - INFO - Epoch(train) [44][20/78] lr: 4.0391e+00 eta: 2:56:07 time: 2.6686 data_time: 0.0050 memory: 29603 loss: 1.4912 2024/02/04 13:08:11 - mmengine - INFO - Epoch(train) [44][30/78] lr: 4.0236e+00 eta: 2:55:36 time: 2.6923 data_time: 0.0055 memory: 29603 loss: 1.5227 2024/02/04 13:08:38 - mmengine - INFO - Epoch(train) [44][40/78] lr: 4.0080e+00 eta: 2:55:05 time: 2.6900 data_time: 0.0059 memory: 29603 loss: 1.5102 2024/02/04 13:09:05 - mmengine - INFO - Epoch(train) [44][50/78] lr: 3.9924e+00 eta: 2:54:34 time: 2.6857 data_time: 0.0042 memory: 29603 loss: 1.5329 2024/02/04 13:09:31 - mmengine - INFO - Epoch(train) [44][60/78] lr: 3.9768e+00 eta: 2:54:02 time: 2.6753 data_time: 0.0047 memory: 29603 loss: 1.5267 2024/02/04 13:09:58 - mmengine - INFO - Epoch(train) [44][70/78] lr: 3.9611e+00 eta: 2:53:31 time: 2.6934 data_time: 0.0040 memory: 29603 loss: 1.5159 2024/02/04 13:10:20 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:10:20 - mmengine - INFO - Saving checkpoint at 44 epochs 2024/02/04 13:10:28 - mmengine - INFO - Epoch(val) [44][ 10/196] eta: 0:00:42 time: 0.2277 data_time: 0.0214 memory: 29603 2024/02/04 13:10:30 - mmengine - INFO - Epoch(val) [44][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:10:32 - mmengine - INFO - Epoch(val) [44][ 30/196] eta: 0:00:35 time: 0.2057 data_time: 0.0014 memory: 1845 2024/02/04 13:10:34 - mmengine - INFO - Epoch(val) [44][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:10:36 - mmengine - INFO - Epoch(val) [44][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:10:38 - mmengine - INFO - Epoch(val) [44][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:10:40 - mmengine - INFO - Epoch(val) [44][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:10:42 - mmengine - INFO - Epoch(val) [44][ 80/196] eta: 0:00:24 time: 0.2070 data_time: 0.0026 memory: 1845 2024/02/04 13:10:44 - mmengine - INFO - Epoch(val) [44][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:10:46 - mmengine - INFO - Epoch(val) [44][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:10:48 - mmengine - INFO - Epoch(val) [44][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:10:50 - mmengine - INFO - Epoch(val) [44][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:10:52 - mmengine - INFO - Epoch(val) [44][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 13:10:54 - mmengine - INFO - Epoch(val) [44][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:10:56 - mmengine - INFO - Epoch(val) [44][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:10:58 - mmengine - INFO - Epoch(val) [44][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 13:11:00 - mmengine - INFO - Epoch(val) [44][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:11:02 - mmengine - INFO - Epoch(val) [44][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0009 memory: 1845 2024/02/04 13:11:04 - mmengine - INFO - Epoch(val) [44][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:11:14 - mmengine - INFO - Epoch(val) [44][196/196] accuracy/top1: 69.2280 accuracy/top5: 87.9000 data_time: 0.0017 time: 0.2047 2024/02/04 13:11:54 - mmengine - INFO - Epoch(train) [45][10/78] lr: 3.9329e+00 eta: 2:52:48 time: 3.9289 data_time: 1.2425 memory: 29603 loss: 1.4696 2024/02/04 13:12:21 - mmengine - INFO - Epoch(train) [45][20/78] lr: 3.9172e+00 eta: 2:52:17 time: 2.7164 data_time: 0.0046 memory: 29603 loss: 1.4892 2024/02/04 13:12:50 - mmengine - INFO - Epoch(train) [45][30/78] lr: 3.9015e+00 eta: 2:51:49 time: 2.9362 data_time: 0.2665 memory: 29603 loss: 1.5176 2024/02/04 13:13:18 - mmengine - INFO - Epoch(train) [45][40/78] lr: 3.8858e+00 eta: 2:51:18 time: 2.7621 data_time: 0.0858 memory: 29603 loss: 1.4947 2024/02/04 13:13:45 - mmengine - INFO - Epoch(train) [45][50/78] lr: 3.8700e+00 eta: 2:50:47 time: 2.6855 data_time: 0.0050 memory: 29603 loss: 1.5066 2024/02/04 13:14:12 - mmengine - INFO - Epoch(train) [45][60/78] lr: 3.8543e+00 eta: 2:50:16 time: 2.6914 data_time: 0.0046 memory: 29603 loss: 1.5300 2024/02/04 13:14:38 - mmengine - INFO - Epoch(train) [45][70/78] lr: 3.8385e+00 eta: 2:49:45 time: 2.6749 data_time: 0.0049 memory: 29603 loss: 1.5440 2024/02/04 13:15:00 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:15:00 - mmengine - INFO - Saving checkpoint at 45 epochs 2024/02/04 13:15:08 - mmengine - INFO - Epoch(val) [45][ 10/196] eta: 0:00:42 time: 0.2301 data_time: 0.0214 memory: 29603 2024/02/04 13:15:10 - mmengine - INFO - Epoch(val) [45][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:15:12 - mmengine - INFO - Epoch(val) [45][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 13:15:14 - mmengine - INFO - Epoch(val) [45][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:15:16 - mmengine - INFO - Epoch(val) [45][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:15:18 - mmengine - INFO - Epoch(val) [45][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:15:20 - mmengine - INFO - Epoch(val) [45][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:15:22 - mmengine - INFO - Epoch(val) [45][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 13:15:24 - mmengine - INFO - Epoch(val) [45][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:15:26 - mmengine - INFO - Epoch(val) [45][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 13:15:28 - mmengine - INFO - Epoch(val) [45][110/196] eta: 0:00:17 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 13:15:30 - mmengine - INFO - Epoch(val) [45][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 13:15:32 - mmengine - INFO - Epoch(val) [45][130/196] eta: 0:00:13 time: 0.2066 data_time: 0.0022 memory: 1845 2024/02/04 13:15:34 - mmengine - INFO - Epoch(val) [45][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:15:36 - mmengine - INFO - Epoch(val) [45][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:15:38 - mmengine - INFO - Epoch(val) [45][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:15:40 - mmengine - INFO - Epoch(val) [45][170/196] eta: 0:00:05 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:15:43 - mmengine - INFO - Epoch(val) [45][180/196] eta: 0:00:03 time: 0.2059 data_time: 0.0017 memory: 1845 2024/02/04 13:15:45 - mmengine - INFO - Epoch(val) [45][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:15:54 - mmengine - INFO - Epoch(val) [45][196/196] accuracy/top1: 69.2140 accuracy/top5: 87.9880 data_time: 0.0017 time: 0.2048 2024/02/04 13:16:36 - mmengine - INFO - Epoch(train) [46][10/78] lr: 3.8101e+00 eta: 2:49:03 time: 4.1444 data_time: 1.1736 memory: 29603 loss: 1.4762 2024/02/04 13:17:03 - mmengine - INFO - Epoch(train) [46][20/78] lr: 3.7942e+00 eta: 2:48:32 time: 2.6868 data_time: 0.0046 memory: 29603 loss: 1.5106 2024/02/04 13:17:30 - mmengine - INFO - Epoch(train) [46][30/78] lr: 3.7784e+00 eta: 2:48:01 time: 2.6913 data_time: 0.0046 memory: 29603 loss: 1.4937 2024/02/04 13:17:56 - mmengine - INFO - Epoch(train) [46][40/78] lr: 3.7625e+00 eta: 2:47:30 time: 2.6837 data_time: 0.0037 memory: 29603 loss: 1.5094 2024/02/04 13:18:23 - mmengine - INFO - Epoch(train) [46][50/78] lr: 3.7467e+00 eta: 2:46:59 time: 2.6815 data_time: 0.0052 memory: 29603 loss: 1.5002 2024/02/04 13:18:52 - mmengine - INFO - Epoch(train) [46][60/78] lr: 3.7308e+00 eta: 2:46:30 time: 2.8871 data_time: 0.0060 memory: 29603 loss: 1.5427 2024/02/04 13:19:19 - mmengine - INFO - Epoch(train) [46][70/78] lr: 3.7149e+00 eta: 2:45:59 time: 2.7060 data_time: 0.0046 memory: 29603 loss: 1.5369 2024/02/04 13:19:41 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:19:41 - mmengine - INFO - Saving checkpoint at 46 epochs 2024/02/04 13:19:48 - mmengine - INFO - Epoch(val) [46][ 10/196] eta: 0:00:42 time: 0.2307 data_time: 0.0213 memory: 29603 2024/02/04 13:19:50 - mmengine - INFO - Epoch(val) [46][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:19:53 - mmengine - INFO - Epoch(val) [46][ 30/196] eta: 0:00:35 time: 0.2066 data_time: 0.0021 memory: 1845 2024/02/04 13:19:55 - mmengine - INFO - Epoch(val) [46][ 40/196] eta: 0:00:33 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:19:57 - mmengine - INFO - Epoch(val) [46][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:19:59 - mmengine - INFO - Epoch(val) [46][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 13:20:01 - mmengine - INFO - Epoch(val) [46][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 13:20:03 - mmengine - INFO - Epoch(val) [46][ 80/196] eta: 0:00:24 time: 0.2057 data_time: 0.0012 memory: 1845 2024/02/04 13:20:05 - mmengine - INFO - Epoch(val) [46][ 90/196] eta: 0:00:22 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:20:07 - mmengine - INFO - Epoch(val) [46][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:20:09 - mmengine - INFO - Epoch(val) [46][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:20:11 - mmengine - INFO - Epoch(val) [46][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:20:13 - mmengine - INFO - Epoch(val) [46][130/196] eta: 0:00:13 time: 0.2059 data_time: 0.0016 memory: 1845 2024/02/04 13:20:15 - mmengine - INFO - Epoch(val) [46][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:20:17 - mmengine - INFO - Epoch(val) [46][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:20:19 - mmengine - INFO - Epoch(val) [46][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:20:21 - mmengine - INFO - Epoch(val) [46][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:20:23 - mmengine - INFO - Epoch(val) [46][180/196] eta: 0:00:03 time: 0.2059 data_time: 0.0017 memory: 1845 2024/02/04 13:20:25 - mmengine - INFO - Epoch(val) [46][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:20:35 - mmengine - INFO - Epoch(val) [46][196/196] accuracy/top1: 69.0160 accuracy/top5: 88.0920 data_time: 0.0017 time: 0.2050 2024/02/04 13:21:15 - mmengine - INFO - Epoch(train) [47][10/78] lr: 3.6863e+00 eta: 2:45:16 time: 3.9846 data_time: 1.2791 memory: 29603 loss: 1.4613 2024/02/04 13:21:42 - mmengine - INFO - Epoch(train) [47][20/78] lr: 3.6703e+00 eta: 2:44:45 time: 2.6862 data_time: 0.0047 memory: 29603 loss: 1.4596 2024/02/04 13:22:09 - mmengine - INFO - Epoch(train) [47][30/78] lr: 3.6544e+00 eta: 2:44:14 time: 2.6933 data_time: 0.0047 memory: 29603 loss: 1.4665 2024/02/04 13:22:36 - mmengine - INFO - Epoch(train) [47][40/78] lr: 3.6384e+00 eta: 2:43:43 time: 2.6874 data_time: 0.0045 memory: 29603 loss: 1.4733 2024/02/04 13:23:03 - mmengine - INFO - Epoch(train) [47][50/78] lr: 3.6225e+00 eta: 2:43:12 time: 2.7024 data_time: 0.0051 memory: 29603 loss: 1.4801 2024/02/04 13:23:30 - mmengine - INFO - Epoch(train) [47][60/78] lr: 3.6065e+00 eta: 2:42:42 time: 2.6817 data_time: 0.0045 memory: 29603 loss: 1.5032 2024/02/04 13:23:58 - mmengine - INFO - Epoch(train) [47][70/78] lr: 3.5905e+00 eta: 2:42:12 time: 2.8137 data_time: 0.0050 memory: 29603 loss: 1.5106 2024/02/04 13:24:19 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:24:19 - mmengine - INFO - Saving checkpoint at 47 epochs 2024/02/04 13:24:27 - mmengine - INFO - Epoch(val) [47][ 10/196] eta: 0:00:42 time: 0.2298 data_time: 0.0215 memory: 29603 2024/02/04 13:24:29 - mmengine - INFO - Epoch(val) [47][ 20/196] eta: 0:00:38 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 13:24:31 - mmengine - INFO - Epoch(val) [47][ 30/196] eta: 0:00:35 time: 0.2063 data_time: 0.0018 memory: 1845 2024/02/04 13:24:33 - mmengine - INFO - Epoch(val) [47][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:24:35 - mmengine - INFO - Epoch(val) [47][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:24:37 - mmengine - INFO - Epoch(val) [47][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:24:39 - mmengine - INFO - Epoch(val) [47][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:24:41 - mmengine - INFO - Epoch(val) [47][ 80/196] eta: 0:00:24 time: 0.2058 data_time: 0.0016 memory: 1845 2024/02/04 13:24:43 - mmengine - INFO - Epoch(val) [47][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:24:45 - mmengine - INFO - Epoch(val) [47][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 13:24:47 - mmengine - INFO - Epoch(val) [47][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 13:24:49 - mmengine - INFO - Epoch(val) [47][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:24:51 - mmengine - INFO - Epoch(val) [47][130/196] eta: 0:00:13 time: 0.2063 data_time: 0.0022 memory: 1845 2024/02/04 13:24:54 - mmengine - INFO - Epoch(val) [47][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 13:24:56 - mmengine - INFO - Epoch(val) [47][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 13:24:58 - mmengine - INFO - Epoch(val) [47][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 13:25:00 - mmengine - INFO - Epoch(val) [47][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 13:25:02 - mmengine - INFO - Epoch(val) [47][180/196] eta: 0:00:03 time: 0.2053 data_time: 0.0013 memory: 1845 2024/02/04 13:25:04 - mmengine - INFO - Epoch(val) [47][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 13:25:14 - mmengine - INFO - Epoch(val) [47][196/196] accuracy/top1: 69.3600 accuracy/top5: 88.1940 data_time: 0.0017 time: 0.2047 2024/02/04 13:25:53 - mmengine - INFO - Epoch(train) [48][10/78] lr: 3.5617e+00 eta: 2:41:28 time: 3.9630 data_time: 1.2712 memory: 29603 loss: 1.4486 2024/02/04 13:26:21 - mmengine - INFO - Epoch(train) [48][20/78] lr: 3.5457e+00 eta: 2:40:58 time: 2.7905 data_time: 0.0054 memory: 29603 loss: 1.4893 2024/02/04 13:26:51 - mmengine - INFO - Epoch(train) [48][30/78] lr: 3.5297e+00 eta: 2:40:29 time: 2.9491 data_time: 0.0046 memory: 29603 loss: 1.4877 2024/02/04 13:27:18 - mmengine - INFO - Epoch(train) [48][40/78] lr: 3.5137e+00 eta: 2:39:59 time: 2.6953 data_time: 0.0040 memory: 29603 loss: 1.4818 2024/02/04 13:27:44 - mmengine - INFO - Epoch(train) [48][50/78] lr: 3.4976e+00 eta: 2:39:28 time: 2.6897 data_time: 0.0048 memory: 29603 loss: 1.5116 2024/02/04 13:28:11 - mmengine - INFO - Epoch(train) [48][60/78] lr: 3.4816e+00 eta: 2:38:57 time: 2.7003 data_time: 0.0039 memory: 29603 loss: 1.5151 2024/02/04 13:28:42 - mmengine - INFO - Epoch(train) [48][70/78] lr: 3.4655e+00 eta: 2:38:30 time: 3.0458 data_time: 0.0040 memory: 29603 loss: 1.4888 2024/02/04 13:29:03 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:29:03 - mmengine - INFO - Saving checkpoint at 48 epochs 2024/02/04 13:29:11 - mmengine - INFO - Epoch(val) [48][ 10/196] eta: 0:00:42 time: 0.2283 data_time: 0.0212 memory: 29603 2024/02/04 13:29:13 - mmengine - INFO - Epoch(val) [48][ 20/196] eta: 0:00:38 time: 0.2050 data_time: 0.0006 memory: 1845 2024/02/04 13:29:15 - mmengine - INFO - Epoch(val) [48][ 30/196] eta: 0:00:35 time: 0.2057 data_time: 0.0013 memory: 1845 2024/02/04 13:29:17 - mmengine - INFO - Epoch(val) [48][ 40/196] eta: 0:00:32 time: 0.2068 data_time: 0.0024 memory: 1845 2024/02/04 13:29:19 - mmengine - INFO - Epoch(val) [48][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 13:29:21 - mmengine - INFO - Epoch(val) [48][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:29:24 - mmengine - INFO - Epoch(val) [48][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:29:26 - mmengine - INFO - Epoch(val) [48][ 80/196] eta: 0:00:24 time: 0.2058 data_time: 0.0014 memory: 1845 2024/02/04 13:29:28 - mmengine - INFO - Epoch(val) [48][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:29:30 - mmengine - INFO - Epoch(val) [48][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:29:32 - mmengine - INFO - Epoch(val) [48][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:29:34 - mmengine - INFO - Epoch(val) [48][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0006 memory: 1845 2024/02/04 13:29:36 - mmengine - INFO - Epoch(val) [48][130/196] eta: 0:00:13 time: 0.2059 data_time: 0.0016 memory: 1845 2024/02/04 13:29:38 - mmengine - INFO - Epoch(val) [48][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:29:40 - mmengine - INFO - Epoch(val) [48][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:29:42 - mmengine - INFO - Epoch(val) [48][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:29:44 - mmengine - INFO - Epoch(val) [48][170/196] eta: 0:00:05 time: 0.2052 data_time: 0.0006 memory: 1845 2024/02/04 13:29:46 - mmengine - INFO - Epoch(val) [48][180/196] eta: 0:00:03 time: 0.2058 data_time: 0.0015 memory: 1845 2024/02/04 13:29:48 - mmengine - INFO - Epoch(val) [48][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:29:58 - mmengine - INFO - Epoch(val) [48][196/196] accuracy/top1: 69.4060 accuracy/top5: 88.2160 data_time: 0.0018 time: 0.2049 2024/02/04 13:30:40 - mmengine - INFO - Epoch(train) [49][10/78] lr: 3.4366e+00 eta: 2:37:47 time: 4.1678 data_time: 1.1583 memory: 29603 loss: 1.4676 2024/02/04 13:31:09 - mmengine - INFO - Epoch(train) [49][20/78] lr: 3.4205e+00 eta: 2:37:18 time: 2.9239 data_time: 0.0040 memory: 29603 loss: 1.4502 2024/02/04 13:31:36 - mmengine - INFO - Epoch(train) [49][30/78] lr: 3.4045e+00 eta: 2:36:48 time: 2.7339 data_time: 0.0052 memory: 29603 loss: 1.5069 2024/02/04 13:32:03 - mmengine - INFO - Epoch(train) [49][40/78] lr: 3.3884e+00 eta: 2:36:17 time: 2.6839 data_time: 0.0039 memory: 29603 loss: 1.5248 2024/02/04 13:32:30 - mmengine - INFO - Epoch(train) [49][50/78] lr: 3.3723e+00 eta: 2:35:46 time: 2.6797 data_time: 0.0045 memory: 29603 loss: 1.4973 2024/02/04 13:32:57 - mmengine - INFO - Epoch(train) [49][60/78] lr: 3.3562e+00 eta: 2:35:15 time: 2.6975 data_time: 0.0050 memory: 29603 loss: 1.4956 2024/02/04 13:33:24 - mmengine - INFO - Epoch(train) [49][70/78] lr: 3.3401e+00 eta: 2:34:45 time: 2.6918 data_time: 0.0041 memory: 29603 loss: 1.4958 2024/02/04 13:33:45 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:33:45 - mmengine - INFO - Saving checkpoint at 49 epochs 2024/02/04 13:33:53 - mmengine - INFO - Epoch(val) [49][ 10/196] eta: 0:00:43 time: 0.2323 data_time: 0.0232 memory: 29603 2024/02/04 13:33:55 - mmengine - INFO - Epoch(val) [49][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:33:57 - mmengine - INFO - Epoch(val) [49][ 30/196] eta: 0:00:35 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 13:33:59 - mmengine - INFO - Epoch(val) [49][ 40/196] eta: 0:00:33 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:34:01 - mmengine - INFO - Epoch(val) [49][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:34:04 - mmengine - INFO - Epoch(val) [49][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:34:06 - mmengine - INFO - Epoch(val) [49][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:34:08 - mmengine - INFO - Epoch(val) [49][ 80/196] eta: 0:00:24 time: 0.2060 data_time: 0.0016 memory: 1845 2024/02/04 13:34:10 - mmengine - INFO - Epoch(val) [49][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:34:12 - mmengine - INFO - Epoch(val) [49][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 13:34:14 - mmengine - INFO - Epoch(val) [49][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:34:16 - mmengine - INFO - Epoch(val) [49][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:34:18 - mmengine - INFO - Epoch(val) [49][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 13:34:20 - mmengine - INFO - Epoch(val) [49][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:34:22 - mmengine - INFO - Epoch(val) [49][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:34:24 - mmengine - INFO - Epoch(val) [49][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:34:26 - mmengine - INFO - Epoch(val) [49][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:34:28 - mmengine - INFO - Epoch(val) [49][180/196] eta: 0:00:03 time: 0.2062 data_time: 0.0018 memory: 1845 2024/02/04 13:34:30 - mmengine - INFO - Epoch(val) [49][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:34:40 - mmengine - INFO - Epoch(val) [49][196/196] accuracy/top1: 69.5360 accuracy/top5: 88.2860 data_time: 0.0018 time: 0.2050 2024/02/04 13:35:19 - mmengine - INFO - Epoch(train) [50][10/78] lr: 3.3111e+00 eta: 2:34:00 time: 3.8957 data_time: 1.2270 memory: 29603 loss: 1.4417 2024/02/04 13:35:46 - mmengine - INFO - Epoch(train) [50][20/78] lr: 3.2950e+00 eta: 2:33:29 time: 2.6802 data_time: 0.0047 memory: 29603 loss: 1.4612 2024/02/04 13:36:13 - mmengine - INFO - Epoch(train) [50][30/78] lr: 3.2789e+00 eta: 2:32:58 time: 2.6966 data_time: 0.0046 memory: 29603 loss: 1.4850 2024/02/04 13:36:43 - mmengine - INFO - Epoch(train) [50][40/78] lr: 3.2628e+00 eta: 2:32:30 time: 2.9873 data_time: 0.0050 memory: 29603 loss: 1.4665 2024/02/04 13:37:10 - mmengine - INFO - Epoch(train) [50][50/78] lr: 3.2467e+00 eta: 2:31:59 time: 2.6947 data_time: 0.0056 memory: 29603 loss: 1.5031 2024/02/04 13:37:36 - mmengine - INFO - Epoch(train) [50][60/78] lr: 3.2306e+00 eta: 2:31:29 time: 2.6942 data_time: 0.0038 memory: 29603 loss: 1.4743 2024/02/04 13:38:03 - mmengine - INFO - Epoch(train) [50][70/78] lr: 3.2145e+00 eta: 2:30:58 time: 2.6920 data_time: 0.0054 memory: 29603 loss: 1.5044 2024/02/04 13:38:25 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:38:25 - mmengine - INFO - Saving checkpoint at 50 epochs 2024/02/04 13:38:33 - mmengine - INFO - Epoch(val) [50][ 10/196] eta: 0:00:42 time: 0.2288 data_time: 0.0214 memory: 29603 2024/02/04 13:38:35 - mmengine - INFO - Epoch(val) [50][ 20/196] eta: 0:00:38 time: 0.2081 data_time: 0.0005 memory: 1845 2024/02/04 13:38:37 - mmengine - INFO - Epoch(val) [50][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:38:39 - mmengine - INFO - Epoch(val) [50][ 40/196] eta: 0:00:33 time: 0.2056 data_time: 0.0013 memory: 1845 2024/02/04 13:38:41 - mmengine - INFO - Epoch(val) [50][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:38:43 - mmengine - INFO - Epoch(val) [50][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:38:45 - mmengine - INFO - Epoch(val) [50][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:38:47 - mmengine - INFO - Epoch(val) [50][ 80/196] eta: 0:00:24 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:38:49 - mmengine - INFO - Epoch(val) [50][ 90/196] eta: 0:00:22 time: 0.2060 data_time: 0.0015 memory: 1845 2024/02/04 13:38:51 - mmengine - INFO - Epoch(val) [50][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 13:38:53 - mmengine - INFO - Epoch(val) [50][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 13:38:55 - mmengine - INFO - Epoch(val) [50][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:38:57 - mmengine - INFO - Epoch(val) [50][130/196] eta: 0:00:13 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 13:38:59 - mmengine - INFO - Epoch(val) [50][140/196] eta: 0:00:11 time: 0.2055 data_time: 0.0013 memory: 1845 2024/02/04 13:39:01 - mmengine - INFO - Epoch(val) [50][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:39:04 - mmengine - INFO - Epoch(val) [50][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:39:06 - mmengine - INFO - Epoch(val) [50][170/196] eta: 0:00:05 time: 0.2046 data_time: 0.0005 memory: 1845 2024/02/04 13:39:08 - mmengine - INFO - Epoch(val) [50][180/196] eta: 0:00:03 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 13:39:10 - mmengine - INFO - Epoch(val) [50][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0006 memory: 1845 2024/02/04 13:39:19 - mmengine - INFO - Epoch(val) [50][196/196] accuracy/top1: 69.5500 accuracy/top5: 88.3660 data_time: 0.0016 time: 0.2048 2024/02/04 13:39:59 - mmengine - INFO - Epoch(train) [51][10/78] lr: 3.1855e+00 eta: 2:30:13 time: 3.9558 data_time: 1.2155 memory: 29603 loss: 1.4391 2024/02/04 13:40:26 - mmengine - INFO - Epoch(train) [51][20/78] lr: 3.1694e+00 eta: 2:29:43 time: 2.7175 data_time: 0.0046 memory: 29603 loss: 1.4503 2024/02/04 13:40:54 - mmengine - INFO - Epoch(train) [51][30/78] lr: 3.1533e+00 eta: 2:29:13 time: 2.8081 data_time: 0.0053 memory: 29603 loss: 1.4638 2024/02/04 13:41:25 - mmengine - INFO - Epoch(train) [51][40/78] lr: 3.1372e+00 eta: 2:28:46 time: 3.1199 data_time: 0.0038 memory: 29603 loss: 1.4623 2024/02/04 13:41:52 - mmengine - INFO - Epoch(train) [51][50/78] lr: 3.1211e+00 eta: 2:28:15 time: 2.6877 data_time: 0.0045 memory: 29603 loss: 1.4850 2024/02/04 13:42:19 - mmengine - INFO - Epoch(train) [51][60/78] lr: 3.1050e+00 eta: 2:27:45 time: 2.6943 data_time: 0.0052 memory: 29603 loss: 1.4991 2024/02/04 13:42:46 - mmengine - INFO - Epoch(train) [51][70/78] lr: 3.0889e+00 eta: 2:27:14 time: 2.6847 data_time: 0.0042 memory: 29603 loss: 1.4499 2024/02/04 13:43:07 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:43:07 - mmengine - INFO - Saving checkpoint at 51 epochs 2024/02/04 13:43:15 - mmengine - INFO - Epoch(val) [51][ 10/196] eta: 0:00:42 time: 0.2288 data_time: 0.0213 memory: 29603 2024/02/04 13:43:17 - mmengine - INFO - Epoch(val) [51][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:43:19 - mmengine - INFO - Epoch(val) [51][ 30/196] eta: 0:00:35 time: 0.2059 data_time: 0.0015 memory: 1845 2024/02/04 13:43:21 - mmengine - INFO - Epoch(val) [51][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:43:23 - mmengine - INFO - Epoch(val) [51][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:43:25 - mmengine - INFO - Epoch(val) [51][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:43:27 - mmengine - INFO - Epoch(val) [51][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:43:30 - mmengine - INFO - Epoch(val) [51][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 13:43:32 - mmengine - INFO - Epoch(val) [51][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:43:34 - mmengine - INFO - Epoch(val) [51][100/196] eta: 0:00:19 time: 0.2050 data_time: 0.0006 memory: 1845 2024/02/04 13:43:36 - mmengine - INFO - Epoch(val) [51][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 13:43:38 - mmengine - INFO - Epoch(val) [51][120/196] eta: 0:00:15 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 13:43:40 - mmengine - INFO - Epoch(val) [51][130/196] eta: 0:00:13 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 13:43:42 - mmengine - INFO - Epoch(val) [51][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 13:43:44 - mmengine - INFO - Epoch(val) [51][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:43:46 - mmengine - INFO - Epoch(val) [51][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:43:48 - mmengine - INFO - Epoch(val) [51][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:43:50 - mmengine - INFO - Epoch(val) [51][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0007 memory: 1845 2024/02/04 13:43:52 - mmengine - INFO - Epoch(val) [51][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:44:02 - mmengine - INFO - Epoch(val) [51][196/196] accuracy/top1: 69.7620 accuracy/top5: 88.2400 data_time: 0.0017 time: 0.2047 2024/02/04 13:44:42 - mmengine - INFO - Epoch(train) [52][10/78] lr: 3.0599e+00 eta: 2:26:28 time: 3.9548 data_time: 1.2485 memory: 29603 loss: 1.4415 2024/02/04 13:45:08 - mmengine - INFO - Epoch(train) [52][20/78] lr: 3.0438e+00 eta: 2:25:58 time: 2.6714 data_time: 0.0044 memory: 29603 loss: 1.4585 2024/02/04 13:45:14 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:45:35 - mmengine - INFO - Epoch(train) [52][30/78] lr: 3.0277e+00 eta: 2:25:27 time: 2.6899 data_time: 0.0053 memory: 29603 loss: 1.4550 2024/02/04 13:46:02 - mmengine - INFO - Epoch(train) [52][40/78] lr: 3.0116e+00 eta: 2:24:57 time: 2.7030 data_time: 0.0049 memory: 29603 loss: 1.4672 2024/02/04 13:46:29 - mmengine - INFO - Epoch(train) [52][50/78] lr: 2.9955e+00 eta: 2:24:26 time: 2.6779 data_time: 0.0054 memory: 29603 loss: 1.4902 2024/02/04 13:46:56 - mmengine - INFO - Epoch(train) [52][60/78] lr: 2.9795e+00 eta: 2:23:56 time: 2.6950 data_time: 0.0046 memory: 29603 loss: 1.4737 2024/02/04 13:47:23 - mmengine - INFO - Epoch(train) [52][70/78] lr: 2.9634e+00 eta: 2:23:25 time: 2.6970 data_time: 0.0056 memory: 29603 loss: 1.4665 2024/02/04 13:47:44 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:47:44 - mmengine - INFO - Saving checkpoint at 52 epochs 2024/02/04 13:47:52 - mmengine - INFO - Epoch(val) [52][ 10/196] eta: 0:00:42 time: 0.2301 data_time: 0.0213 memory: 29603 2024/02/04 13:47:54 - mmengine - INFO - Epoch(val) [52][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:47:56 - mmengine - INFO - Epoch(val) [52][ 30/196] eta: 0:00:35 time: 0.2069 data_time: 0.0024 memory: 1845 2024/02/04 13:47:58 - mmengine - INFO - Epoch(val) [52][ 40/196] eta: 0:00:33 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 13:48:01 - mmengine - INFO - Epoch(val) [52][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:48:03 - mmengine - INFO - Epoch(val) [52][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 13:48:05 - mmengine - INFO - Epoch(val) [52][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:48:07 - mmengine - INFO - Epoch(val) [52][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 13:48:09 - mmengine - INFO - Epoch(val) [52][ 90/196] eta: 0:00:22 time: 0.2090 data_time: 0.0004 memory: 1845 2024/02/04 13:48:11 - mmengine - INFO - Epoch(val) [52][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:48:13 - mmengine - INFO - Epoch(val) [52][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:48:15 - mmengine - INFO - Epoch(val) [52][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 13:48:17 - mmengine - INFO - Epoch(val) [52][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0014 memory: 1845 2024/02/04 13:48:19 - mmengine - INFO - Epoch(val) [52][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:48:21 - mmengine - INFO - Epoch(val) [52][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:48:23 - mmengine - INFO - Epoch(val) [52][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:48:25 - mmengine - INFO - Epoch(val) [52][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 13:48:27 - mmengine - INFO - Epoch(val) [52][180/196] eta: 0:00:03 time: 0.2070 data_time: 0.0024 memory: 1845 2024/02/04 13:48:29 - mmengine - INFO - Epoch(val) [52][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:48:39 - mmengine - INFO - Epoch(val) [52][196/196] accuracy/top1: 69.9520 accuracy/top5: 88.3640 data_time: 0.0018 time: 0.2052 2024/02/04 13:49:19 - mmengine - INFO - Epoch(train) [53][10/78] lr: 2.9345e+00 eta: 2:22:40 time: 3.9509 data_time: 1.2379 memory: 29603 loss: 1.4128 2024/02/04 13:49:50 - mmengine - INFO - Epoch(train) [53][20/78] lr: 2.9184e+00 eta: 2:22:13 time: 3.1770 data_time: 0.0045 memory: 29603 loss: 1.4156 2024/02/04 13:50:18 - mmengine - INFO - Epoch(train) [53][30/78] lr: 2.9024e+00 eta: 2:21:43 time: 2.7770 data_time: 0.0040 memory: 29603 loss: 1.4490 2024/02/04 13:50:45 - mmengine - INFO - Epoch(train) [53][40/78] lr: 2.8863e+00 eta: 2:21:12 time: 2.6922 data_time: 0.0057 memory: 29603 loss: 1.4741 2024/02/04 13:51:12 - mmengine - INFO - Epoch(train) [53][50/78] lr: 2.8703e+00 eta: 2:20:42 time: 2.6937 data_time: 0.0039 memory: 29603 loss: 1.4735 2024/02/04 13:51:39 - mmengine - INFO - Epoch(train) [53][60/78] lr: 2.8543e+00 eta: 2:20:11 time: 2.6866 data_time: 0.0039 memory: 29603 loss: 1.4542 2024/02/04 13:52:06 - mmengine - INFO - Epoch(train) [53][70/78] lr: 2.8383e+00 eta: 2:19:41 time: 2.6938 data_time: 0.0041 memory: 29603 loss: 1.4667 2024/02/04 13:52:27 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:52:27 - mmengine - INFO - Saving checkpoint at 53 epochs 2024/02/04 13:52:35 - mmengine - INFO - Epoch(val) [53][ 10/196] eta: 0:00:42 time: 0.2288 data_time: 0.0214 memory: 29603 2024/02/04 13:52:37 - mmengine - INFO - Epoch(val) [53][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:52:39 - mmengine - INFO - Epoch(val) [53][ 30/196] eta: 0:00:35 time: 0.2060 data_time: 0.0016 memory: 1845 2024/02/04 13:52:41 - mmengine - INFO - Epoch(val) [53][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:52:43 - mmengine - INFO - Epoch(val) [53][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 13:52:45 - mmengine - INFO - Epoch(val) [53][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:52:47 - mmengine - INFO - Epoch(val) [53][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 13:52:50 - mmengine - INFO - Epoch(val) [53][ 80/196] eta: 0:00:24 time: 0.2067 data_time: 0.0024 memory: 1845 2024/02/04 13:52:52 - mmengine - INFO - Epoch(val) [53][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:52:54 - mmengine - INFO - Epoch(val) [53][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:52:56 - mmengine - INFO - Epoch(val) [53][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:52:58 - mmengine - INFO - Epoch(val) [53][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:53:00 - mmengine - INFO - Epoch(val) [53][130/196] eta: 0:00:13 time: 0.2061 data_time: 0.0018 memory: 1845 2024/02/04 13:53:02 - mmengine - INFO - Epoch(val) [53][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:53:04 - mmengine - INFO - Epoch(val) [53][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:53:06 - mmengine - INFO - Epoch(val) [53][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:53:08 - mmengine - INFO - Epoch(val) [53][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 13:53:10 - mmengine - INFO - Epoch(val) [53][180/196] eta: 0:00:03 time: 0.2066 data_time: 0.0019 memory: 1845 2024/02/04 13:53:12 - mmengine - INFO - Epoch(val) [53][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0003 memory: 1845 2024/02/04 13:53:22 - mmengine - INFO - Epoch(val) [53][196/196] accuracy/top1: 69.8860 accuracy/top5: 88.4060 data_time: 0.0018 time: 0.2049 2024/02/04 13:54:02 - mmengine - INFO - Epoch(train) [54][10/78] lr: 2.8095e+00 eta: 2:18:55 time: 3.9973 data_time: 1.2448 memory: 29603 loss: 1.4007 2024/02/04 13:54:29 - mmengine - INFO - Epoch(train) [54][20/78] lr: 2.7935e+00 eta: 2:18:25 time: 2.6797 data_time: 0.0054 memory: 29603 loss: 1.4436 2024/02/04 13:54:56 - mmengine - INFO - Epoch(train) [54][30/78] lr: 2.7775e+00 eta: 2:17:55 time: 2.6973 data_time: 0.0036 memory: 29603 loss: 1.4543 2024/02/04 13:55:23 - mmengine - INFO - Epoch(train) [54][40/78] lr: 2.7616e+00 eta: 2:17:24 time: 2.7186 data_time: 0.0048 memory: 29603 loss: 1.4714 2024/02/04 13:55:53 - mmengine - INFO - Epoch(train) [54][50/78] lr: 2.7456e+00 eta: 2:16:56 time: 3.0370 data_time: 0.0047 memory: 29603 loss: 1.4395 2024/02/04 13:56:20 - mmengine - INFO - Epoch(train) [54][60/78] lr: 2.7297e+00 eta: 2:16:26 time: 2.6923 data_time: 0.0050 memory: 29603 loss: 1.4670 2024/02/04 13:56:47 - mmengine - INFO - Epoch(train) [54][70/78] lr: 2.7137e+00 eta: 2:15:56 time: 2.6999 data_time: 0.0049 memory: 29603 loss: 1.4422 2024/02/04 13:57:08 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 13:57:08 - mmengine - INFO - Saving checkpoint at 54 epochs 2024/02/04 13:57:16 - mmengine - INFO - Epoch(val) [54][ 10/196] eta: 0:00:42 time: 0.2284 data_time: 0.0214 memory: 29603 2024/02/04 13:57:18 - mmengine - INFO - Epoch(val) [54][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:57:20 - mmengine - INFO - Epoch(val) [54][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0007 memory: 1845 2024/02/04 13:57:22 - mmengine - INFO - Epoch(val) [54][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:57:24 - mmengine - INFO - Epoch(val) [54][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:57:26 - mmengine - INFO - Epoch(val) [54][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 13:57:29 - mmengine - INFO - Epoch(val) [54][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:57:31 - mmengine - INFO - Epoch(val) [54][ 80/196] eta: 0:00:24 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 13:57:33 - mmengine - INFO - Epoch(val) [54][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:57:35 - mmengine - INFO - Epoch(val) [54][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0006 memory: 1845 2024/02/04 13:57:37 - mmengine - INFO - Epoch(val) [54][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:57:39 - mmengine - INFO - Epoch(val) [54][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:57:41 - mmengine - INFO - Epoch(val) [54][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0016 memory: 1845 2024/02/04 13:57:43 - mmengine - INFO - Epoch(val) [54][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 13:57:45 - mmengine - INFO - Epoch(val) [54][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0006 memory: 1845 2024/02/04 13:57:47 - mmengine - INFO - Epoch(val) [54][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 13:57:49 - mmengine - INFO - Epoch(val) [54][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 13:57:51 - mmengine - INFO - Epoch(val) [54][180/196] eta: 0:00:03 time: 0.2060 data_time: 0.0016 memory: 1845 2024/02/04 13:57:53 - mmengine - INFO - Epoch(val) [54][190/196] eta: 0:00:01 time: 0.2136 data_time: 0.0005 memory: 1845 2024/02/04 13:58:03 - mmengine - INFO - Epoch(val) [54][196/196] accuracy/top1: 69.9580 accuracy/top5: 88.5220 data_time: 0.0017 time: 0.2052 2024/02/04 13:58:42 - mmengine - INFO - Epoch(train) [55][10/78] lr: 2.6851e+00 eta: 2:15:09 time: 3.9214 data_time: 1.1614 memory: 29603 loss: 1.3904 2024/02/04 13:59:10 - mmengine - INFO - Epoch(train) [55][20/78] lr: 2.6692e+00 eta: 2:14:40 time: 2.7983 data_time: 0.0098 memory: 29603 loss: 1.4244 2024/02/04 13:59:43 - mmengine - INFO - Epoch(train) [55][30/78] lr: 2.6533e+00 eta: 2:14:13 time: 3.2717 data_time: 0.0036 memory: 29603 loss: 1.4255 2024/02/04 14:00:10 - mmengine - INFO - Epoch(train) [55][40/78] lr: 2.6375e+00 eta: 2:13:43 time: 2.6874 data_time: 0.0046 memory: 29603 loss: 1.4394 2024/02/04 14:00:39 - mmengine - INFO - Epoch(train) [55][50/78] lr: 2.6216e+00 eta: 2:13:14 time: 2.8866 data_time: 0.0048 memory: 29603 loss: 1.4322 2024/02/04 14:01:06 - mmengine - INFO - Epoch(train) [55][60/78] lr: 2.6058e+00 eta: 2:12:43 time: 2.6934 data_time: 0.0048 memory: 29603 loss: 1.4483 2024/02/04 14:01:33 - mmengine - INFO - Epoch(train) [55][70/78] lr: 2.5899e+00 eta: 2:12:13 time: 2.6897 data_time: 0.0050 memory: 29603 loss: 1.4588 2024/02/04 14:01:54 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:01:54 - mmengine - INFO - Saving checkpoint at 55 epochs 2024/02/04 14:02:02 - mmengine - INFO - Epoch(val) [55][ 10/196] eta: 0:00:42 time: 0.2283 data_time: 0.0214 memory: 29603 2024/02/04 14:02:04 - mmengine - INFO - Epoch(val) [55][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:02:06 - mmengine - INFO - Epoch(val) [55][ 30/196] eta: 0:00:35 time: 0.2059 data_time: 0.0014 memory: 1845 2024/02/04 14:02:08 - mmengine - INFO - Epoch(val) [55][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:02:10 - mmengine - INFO - Epoch(val) [55][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:02:12 - mmengine - INFO - Epoch(val) [55][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:02:14 - mmengine - INFO - Epoch(val) [55][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:02:16 - mmengine - INFO - Epoch(val) [55][ 80/196] eta: 0:00:24 time: 0.2053 data_time: 0.0009 memory: 1845 2024/02/04 14:02:18 - mmengine - INFO - Epoch(val) [55][ 90/196] eta: 0:00:22 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 14:02:21 - mmengine - INFO - Epoch(val) [55][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 14:02:23 - mmengine - INFO - Epoch(val) [55][110/196] eta: 0:00:17 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 14:02:25 - mmengine - INFO - Epoch(val) [55][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:02:27 - mmengine - INFO - Epoch(val) [55][130/196] eta: 0:00:13 time: 0.2053 data_time: 0.0009 memory: 1845 2024/02/04 14:02:29 - mmengine - INFO - Epoch(val) [55][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:02:31 - mmengine - INFO - Epoch(val) [55][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:02:33 - mmengine - INFO - Epoch(val) [55][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:02:35 - mmengine - INFO - Epoch(val) [55][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 14:02:37 - mmengine - INFO - Epoch(val) [55][180/196] eta: 0:00:03 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 14:02:39 - mmengine - INFO - Epoch(val) [55][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:02:49 - mmengine - INFO - Epoch(val) [55][196/196] accuracy/top1: 70.1120 accuracy/top5: 88.5680 data_time: 0.0017 time: 0.2048 2024/02/04 14:03:28 - mmengine - INFO - Epoch(train) [56][10/78] lr: 2.5615e+00 eta: 2:11:26 time: 3.9540 data_time: 1.2391 memory: 29603 loss: 1.4274 2024/02/04 14:03:55 - mmengine - INFO - Epoch(train) [56][20/78] lr: 2.5457e+00 eta: 2:10:56 time: 2.6886 data_time: 0.0052 memory: 29603 loss: 1.4011 2024/02/04 14:04:22 - mmengine - INFO - Epoch(train) [56][30/78] lr: 2.5300e+00 eta: 2:10:26 time: 2.7053 data_time: 0.0039 memory: 29603 loss: 1.4451 2024/02/04 14:04:49 - mmengine - INFO - Epoch(train) [56][40/78] lr: 2.5142e+00 eta: 2:09:55 time: 2.6780 data_time: 0.0045 memory: 29603 loss: 1.4358 2024/02/04 14:05:16 - mmengine - INFO - Epoch(train) [56][50/78] lr: 2.4985e+00 eta: 2:09:25 time: 2.6851 data_time: 0.0046 memory: 29603 loss: 1.4264 2024/02/04 14:05:43 - mmengine - INFO - Epoch(train) [56][60/78] lr: 2.4828e+00 eta: 2:08:55 time: 2.6958 data_time: 0.0039 memory: 29603 loss: 1.4513 2024/02/04 14:06:10 - mmengine - INFO - Epoch(train) [56][70/78] lr: 2.4671e+00 eta: 2:08:25 time: 2.7049 data_time: 0.0050 memory: 29603 loss: 1.4083 2024/02/04 14:06:31 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:06:31 - mmengine - INFO - Saving checkpoint at 56 epochs 2024/02/04 14:06:39 - mmengine - INFO - Epoch(val) [56][ 10/196] eta: 0:00:43 time: 0.2316 data_time: 0.0217 memory: 29603 2024/02/04 14:06:41 - mmengine - INFO - Epoch(val) [56][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:06:43 - mmengine - INFO - Epoch(val) [56][ 30/196] eta: 0:00:35 time: 0.2055 data_time: 0.0009 memory: 1845 2024/02/04 14:06:46 - mmengine - INFO - Epoch(val) [56][ 40/196] eta: 0:00:33 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:06:48 - mmengine - INFO - Epoch(val) [56][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 14:06:50 - mmengine - INFO - Epoch(val) [56][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:06:52 - mmengine - INFO - Epoch(val) [56][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:06:54 - mmengine - INFO - Epoch(val) [56][ 80/196] eta: 0:00:24 time: 0.2064 data_time: 0.0019 memory: 1845 2024/02/04 14:06:56 - mmengine - INFO - Epoch(val) [56][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:06:58 - mmengine - INFO - Epoch(val) [56][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:07:00 - mmengine - INFO - Epoch(val) [56][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:07:02 - mmengine - INFO - Epoch(val) [56][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:07:04 - mmengine - INFO - Epoch(val) [56][130/196] eta: 0:00:13 time: 0.2066 data_time: 0.0023 memory: 1845 2024/02/04 14:07:06 - mmengine - INFO - Epoch(val) [56][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:07:08 - mmengine - INFO - Epoch(val) [56][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:07:10 - mmengine - INFO - Epoch(val) [56][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:07:12 - mmengine - INFO - Epoch(val) [56][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:07:14 - mmengine - INFO - Epoch(val) [56][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0017 memory: 1845 2024/02/04 14:07:16 - mmengine - INFO - Epoch(val) [56][190/196] eta: 0:00:01 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 14:07:26 - mmengine - INFO - Epoch(val) [56][196/196] accuracy/top1: 70.1140 accuracy/top5: 88.4520 data_time: 0.0017 time: 0.2049 2024/02/04 14:08:08 - mmengine - INFO - Epoch(train) [57][10/78] lr: 2.4389e+00 eta: 2:07:40 time: 4.2115 data_time: 1.2201 memory: 29603 loss: 1.4120 2024/02/04 14:08:42 - mmengine - INFO - Epoch(train) [57][20/78] lr: 2.4232e+00 eta: 2:07:14 time: 3.3970 data_time: 0.0046 memory: 29603 loss: 1.4257 2024/02/04 14:09:09 - mmengine - INFO - Epoch(train) [57][30/78] lr: 2.4076e+00 eta: 2:06:43 time: 2.6857 data_time: 0.0040 memory: 29603 loss: 1.4083 2024/02/04 14:09:36 - mmengine - INFO - Epoch(train) [57][40/78] lr: 2.3920e+00 eta: 2:06:13 time: 2.6989 data_time: 0.0046 memory: 29603 loss: 1.4303 2024/02/04 14:10:03 - mmengine - INFO - Epoch(train) [57][50/78] lr: 2.3764e+00 eta: 2:05:43 time: 2.6764 data_time: 0.0055 memory: 29603 loss: 1.4385 2024/02/04 14:10:30 - mmengine - INFO - Epoch(train) [57][60/78] lr: 2.3609e+00 eta: 2:05:13 time: 2.6877 data_time: 0.0035 memory: 29603 loss: 1.4398 2024/02/04 14:10:56 - mmengine - INFO - Epoch(train) [57][70/78] lr: 2.3454e+00 eta: 2:04:42 time: 2.6736 data_time: 0.0057 memory: 29603 loss: 1.4394 2024/02/04 14:11:18 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:11:18 - mmengine - INFO - Saving checkpoint at 57 epochs 2024/02/04 14:11:26 - mmengine - INFO - Epoch(val) [57][ 10/196] eta: 0:00:42 time: 0.2310 data_time: 0.0238 memory: 29603 2024/02/04 14:11:28 - mmengine - INFO - Epoch(val) [57][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:11:30 - mmengine - INFO - Epoch(val) [57][ 30/196] eta: 0:00:35 time: 0.2062 data_time: 0.0016 memory: 1845 2024/02/04 14:11:32 - mmengine - INFO - Epoch(val) [57][ 40/196] eta: 0:00:33 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:11:34 - mmengine - INFO - Epoch(val) [57][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:11:36 - mmengine - INFO - Epoch(val) [57][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:11:38 - mmengine - INFO - Epoch(val) [57][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:11:40 - mmengine - INFO - Epoch(val) [57][ 80/196] eta: 0:00:24 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 14:11:42 - mmengine - INFO - Epoch(val) [57][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:11:44 - mmengine - INFO - Epoch(val) [57][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:11:46 - mmengine - INFO - Epoch(val) [57][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:11:48 - mmengine - INFO - Epoch(val) [57][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:11:50 - mmengine - INFO - Epoch(val) [57][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 14:11:52 - mmengine - INFO - Epoch(val) [57][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:11:54 - mmengine - INFO - Epoch(val) [57][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:11:56 - mmengine - INFO - Epoch(val) [57][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:11:58 - mmengine - INFO - Epoch(val) [57][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:12:01 - mmengine - INFO - Epoch(val) [57][180/196] eta: 0:00:03 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 14:12:03 - mmengine - INFO - Epoch(val) [57][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 14:12:12 - mmengine - INFO - Epoch(val) [57][196/196] accuracy/top1: 70.1280 accuracy/top5: 88.6120 data_time: 0.0018 time: 0.2049 2024/02/04 14:12:57 - mmengine - INFO - Epoch(train) [58][10/78] lr: 2.3174e+00 eta: 2:03:58 time: 4.4184 data_time: 1.1890 memory: 29603 loss: 1.4031 2024/02/04 14:13:24 - mmengine - INFO - Epoch(train) [58][20/78] lr: 2.3020e+00 eta: 2:03:28 time: 2.7359 data_time: 0.0039 memory: 29603 loss: 1.4019 2024/02/04 14:13:51 - mmengine - INFO - Epoch(train) [58][30/78] lr: 2.2865e+00 eta: 2:02:58 time: 2.6862 data_time: 0.0046 memory: 29603 loss: 1.4120 2024/02/04 14:14:20 - mmengine - INFO - Epoch(train) [58][40/78] lr: 2.2711e+00 eta: 2:02:29 time: 2.8848 data_time: 0.0048 memory: 29603 loss: 1.3986 2024/02/04 14:14:47 - mmengine - INFO - Epoch(train) [58][50/78] lr: 2.2557e+00 eta: 2:01:58 time: 2.6876 data_time: 0.0050 memory: 29603 loss: 1.4259 2024/02/04 14:15:13 - mmengine - INFO - Epoch(train) [58][60/78] lr: 2.2403e+00 eta: 2:01:28 time: 2.6900 data_time: 0.0051 memory: 29603 loss: 1.4361 2024/02/04 14:15:40 - mmengine - INFO - Epoch(train) [58][70/78] lr: 2.2249e+00 eta: 2:00:58 time: 2.6972 data_time: 0.0050 memory: 29603 loss: 1.4298 2024/02/04 14:16:02 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:16:02 - mmengine - INFO - Saving checkpoint at 58 epochs 2024/02/04 14:16:10 - mmengine - INFO - Epoch(val) [58][ 10/196] eta: 0:00:42 time: 0.2298 data_time: 0.0214 memory: 29603 2024/02/04 14:16:12 - mmengine - INFO - Epoch(val) [58][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:16:14 - mmengine - INFO - Epoch(val) [58][ 30/196] eta: 0:00:35 time: 0.2077 data_time: 0.0030 memory: 1845 2024/02/04 14:16:16 - mmengine - INFO - Epoch(val) [58][ 40/196] eta: 0:00:33 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:16:18 - mmengine - INFO - Epoch(val) [58][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:16:20 - mmengine - INFO - Epoch(val) [58][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:16:22 - mmengine - INFO - Epoch(val) [58][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:16:24 - mmengine - INFO - Epoch(val) [58][ 80/196] eta: 0:00:24 time: 0.2064 data_time: 0.0018 memory: 1845 2024/02/04 14:16:26 - mmengine - INFO - Epoch(val) [58][ 90/196] eta: 0:00:22 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 14:16:28 - mmengine - INFO - Epoch(val) [58][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:16:30 - mmengine - INFO - Epoch(val) [58][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 14:16:32 - mmengine - INFO - Epoch(val) [58][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:16:35 - mmengine - INFO - Epoch(val) [58][130/196] eta: 0:00:13 time: 0.2061 data_time: 0.0018 memory: 1845 2024/02/04 14:16:37 - mmengine - INFO - Epoch(val) [58][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:16:39 - mmengine - INFO - Epoch(val) [58][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:16:41 - mmengine - INFO - Epoch(val) [58][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:16:43 - mmengine - INFO - Epoch(val) [58][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:16:45 - mmengine - INFO - Epoch(val) [58][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0007 memory: 1845 2024/02/04 14:16:47 - mmengine - INFO - Epoch(val) [58][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:16:57 - mmengine - INFO - Epoch(val) [58][196/196] accuracy/top1: 70.2180 accuracy/top5: 88.8560 data_time: 0.0018 time: 0.2049 2024/02/04 14:17:38 - mmengine - INFO - Epoch(train) [59][10/78] lr: 2.1974e+00 eta: 2:00:12 time: 4.1755 data_time: 1.1856 memory: 29603 loss: 1.4047 2024/02/04 14:18:07 - mmengine - INFO - Epoch(train) [59][20/78] lr: 2.1821e+00 eta: 1:59:43 time: 2.8571 data_time: 0.0036 memory: 29603 loss: 1.4221 2024/02/04 14:18:34 - mmengine - INFO - Epoch(train) [59][30/78] lr: 2.1668e+00 eta: 1:59:13 time: 2.6869 data_time: 0.0046 memory: 29603 loss: 1.4129 2024/02/04 14:19:01 - mmengine - INFO - Epoch(train) [59][40/78] lr: 2.1516e+00 eta: 1:58:42 time: 2.6899 data_time: 0.0038 memory: 29603 loss: 1.4121 2024/02/04 14:19:28 - mmengine - INFO - Epoch(train) [59][50/78] lr: 2.1364e+00 eta: 1:58:12 time: 2.6934 data_time: 0.0040 memory: 29603 loss: 1.4149 2024/02/04 14:19:55 - mmengine - INFO - Epoch(train) [59][60/78] lr: 2.1212e+00 eta: 1:57:42 time: 2.6974 data_time: 0.0046 memory: 29603 loss: 1.4032 2024/02/04 14:20:22 - mmengine - INFO - Epoch(train) [59][70/78] lr: 2.1060e+00 eta: 1:57:13 time: 2.7886 data_time: 0.0048 memory: 29603 loss: 1.4569 2024/02/04 14:20:44 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:20:44 - mmengine - INFO - Saving checkpoint at 59 epochs 2024/02/04 14:20:52 - mmengine - INFO - Epoch(val) [59][ 10/196] eta: 0:00:42 time: 0.2283 data_time: 0.0219 memory: 29603 2024/02/04 14:20:54 - mmengine - INFO - Epoch(val) [59][ 20/196] eta: 0:00:38 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:20:56 - mmengine - INFO - Epoch(val) [59][ 30/196] eta: 0:00:35 time: 0.2063 data_time: 0.0018 memory: 1845 2024/02/04 14:20:58 - mmengine - INFO - Epoch(val) [59][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:21:00 - mmengine - INFO - Epoch(val) [59][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:21:02 - mmengine - INFO - Epoch(val) [59][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 14:21:04 - mmengine - INFO - Epoch(val) [59][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:21:06 - mmengine - INFO - Epoch(val) [59][ 80/196] eta: 0:00:24 time: 0.2063 data_time: 0.0019 memory: 1845 2024/02/04 14:21:08 - mmengine - INFO - Epoch(val) [59][ 90/196] eta: 0:00:22 time: 0.2117 data_time: 0.0004 memory: 1845 2024/02/04 14:21:10 - mmengine - INFO - Epoch(val) [59][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:21:12 - mmengine - INFO - Epoch(val) [59][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:21:14 - mmengine - INFO - Epoch(val) [59][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 14:21:16 - mmengine - INFO - Epoch(val) [59][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0009 memory: 1845 2024/02/04 14:21:18 - mmengine - INFO - Epoch(val) [59][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 14:21:20 - mmengine - INFO - Epoch(val) [59][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:21:23 - mmengine - INFO - Epoch(val) [59][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 14:21:25 - mmengine - INFO - Epoch(val) [59][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:21:27 - mmengine - INFO - Epoch(val) [59][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0017 memory: 1845 2024/02/04 14:21:29 - mmengine - INFO - Epoch(val) [59][190/196] eta: 0:00:01 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 14:21:38 - mmengine - INFO - Epoch(val) [59][196/196] accuracy/top1: 70.3240 accuracy/top5: 88.6860 data_time: 0.0017 time: 0.2050 2024/02/04 14:22:18 - mmengine - INFO - Epoch(train) [60][10/78] lr: 2.0788e+00 eta: 1:56:25 time: 3.9355 data_time: 1.2280 memory: 29603 loss: 1.3718 2024/02/04 14:22:45 - mmengine - INFO - Epoch(train) [60][20/78] lr: 2.0638e+00 eta: 1:55:55 time: 2.6924 data_time: 0.0048 memory: 29603 loss: 1.3746 2024/02/04 14:23:17 - mmengine - INFO - Epoch(train) [60][30/78] lr: 2.0487e+00 eta: 1:55:28 time: 3.2519 data_time: 0.5832 memory: 29603 loss: 1.4045 2024/02/04 14:23:46 - mmengine - INFO - Epoch(train) [60][40/78] lr: 2.0337e+00 eta: 1:54:59 time: 2.9110 data_time: 0.2341 memory: 29603 loss: 1.4197 2024/02/04 14:24:13 - mmengine - INFO - Epoch(train) [60][50/78] lr: 2.0187e+00 eta: 1:54:29 time: 2.6853 data_time: 0.0046 memory: 29603 loss: 1.4366 2024/02/04 14:24:40 - mmengine - INFO - Epoch(train) [60][60/78] lr: 2.0037e+00 eta: 1:53:59 time: 2.7023 data_time: 0.0050 memory: 29603 loss: 1.4478 2024/02/04 14:25:07 - mmengine - INFO - Epoch(train) [60][70/78] lr: 1.9888e+00 eta: 1:53:29 time: 2.7043 data_time: 0.0039 memory: 29603 loss: 1.4497 2024/02/04 14:25:29 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:25:29 - mmengine - INFO - Saving checkpoint at 60 epochs 2024/02/04 14:25:36 - mmengine - INFO - Epoch(val) [60][ 10/196] eta: 0:00:42 time: 0.2298 data_time: 0.0215 memory: 29603 2024/02/04 14:25:39 - mmengine - INFO - Epoch(val) [60][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:25:41 - mmengine - INFO - Epoch(val) [60][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0007 memory: 1845 2024/02/04 14:25:43 - mmengine - INFO - Epoch(val) [60][ 40/196] eta: 0:00:32 time: 0.2050 data_time: 0.0006 memory: 1845 2024/02/04 14:25:45 - mmengine - INFO - Epoch(val) [60][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 14:25:47 - mmengine - INFO - Epoch(val) [60][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:25:49 - mmengine - INFO - Epoch(val) [60][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:25:51 - mmengine - INFO - Epoch(val) [60][ 80/196] eta: 0:00:24 time: 0.2056 data_time: 0.0013 memory: 1845 2024/02/04 14:25:53 - mmengine - INFO - Epoch(val) [60][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 14:25:55 - mmengine - INFO - Epoch(val) [60][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 14:25:57 - mmengine - INFO - Epoch(val) [60][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:25:59 - mmengine - INFO - Epoch(val) [60][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 14:26:01 - mmengine - INFO - Epoch(val) [60][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0014 memory: 1845 2024/02/04 14:26:03 - mmengine - INFO - Epoch(val) [60][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 14:26:05 - mmengine - INFO - Epoch(val) [60][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 14:26:07 - mmengine - INFO - Epoch(val) [60][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:26:09 - mmengine - INFO - Epoch(val) [60][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:26:11 - mmengine - INFO - Epoch(val) [60][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0012 memory: 1845 2024/02/04 14:26:13 - mmengine - INFO - Epoch(val) [60][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 14:26:23 - mmengine - INFO - Epoch(val) [60][196/196] accuracy/top1: 70.3660 accuracy/top5: 88.8180 data_time: 0.0016 time: 0.2047 2024/02/04 14:27:04 - mmengine - INFO - Epoch(train) [61][10/78] lr: 1.9620e+00 eta: 1:52:41 time: 4.0694 data_time: 1.2453 memory: 29603 loss: 1.3868 2024/02/04 14:27:33 - mmengine - INFO - Epoch(train) [61][20/78] lr: 1.9472e+00 eta: 1:52:12 time: 2.9055 data_time: 0.0046 memory: 29603 loss: 1.3682 2024/02/04 14:28:00 - mmengine - INFO - Epoch(train) [61][30/78] lr: 1.9324e+00 eta: 1:51:42 time: 2.6939 data_time: 0.0053 memory: 29603 loss: 1.4261 2024/02/04 14:28:27 - mmengine - INFO - Epoch(train) [61][40/78] lr: 1.9176e+00 eta: 1:51:12 time: 2.6928 data_time: 0.0050 memory: 29603 loss: 1.3944 2024/02/04 14:28:54 - mmengine - INFO - Epoch(train) [61][50/78] lr: 1.9029e+00 eta: 1:50:42 time: 2.6783 data_time: 0.0037 memory: 29603 loss: 1.4105 2024/02/04 14:29:20 - mmengine - INFO - Epoch(train) [61][60/78] lr: 1.8881e+00 eta: 1:50:12 time: 2.6917 data_time: 0.0054 memory: 29603 loss: 1.4282 2024/02/04 14:29:47 - mmengine - INFO - Epoch(train) [61][70/78] lr: 1.8735e+00 eta: 1:49:42 time: 2.7028 data_time: 0.0050 memory: 29603 loss: 1.4076 2024/02/04 14:30:09 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:30:09 - mmengine - INFO - Saving checkpoint at 61 epochs 2024/02/04 14:30:17 - mmengine - INFO - Epoch(val) [61][ 10/196] eta: 0:00:42 time: 0.2281 data_time: 0.0214 memory: 29603 2024/02/04 14:30:19 - mmengine - INFO - Epoch(val) [61][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:30:21 - mmengine - INFO - Epoch(val) [61][ 30/196] eta: 0:00:35 time: 0.2060 data_time: 0.0015 memory: 1845 2024/02/04 14:30:23 - mmengine - INFO - Epoch(val) [61][ 40/196] eta: 0:00:32 time: 0.2058 data_time: 0.0014 memory: 1845 2024/02/04 14:30:25 - mmengine - INFO - Epoch(val) [61][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:30:27 - mmengine - INFO - Epoch(val) [61][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:30:29 - mmengine - INFO - Epoch(val) [61][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 14:30:31 - mmengine - INFO - Epoch(val) [61][ 80/196] eta: 0:00:24 time: 0.2055 data_time: 0.0013 memory: 1845 2024/02/04 14:30:33 - mmengine - INFO - Epoch(val) [61][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0006 memory: 1845 2024/02/04 14:30:35 - mmengine - INFO - Epoch(val) [61][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 14:30:37 - mmengine - INFO - Epoch(val) [61][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:30:39 - mmengine - INFO - Epoch(val) [61][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:30:41 - mmengine - INFO - Epoch(val) [61][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 14:30:43 - mmengine - INFO - Epoch(val) [61][140/196] eta: 0:00:11 time: 0.2056 data_time: 0.0014 memory: 1845 2024/02/04 14:30:46 - mmengine - INFO - Epoch(val) [61][150/196] eta: 0:00:09 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:30:48 - mmengine - INFO - Epoch(val) [61][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:30:50 - mmengine - INFO - Epoch(val) [61][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:30:52 - mmengine - INFO - Epoch(val) [61][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0011 memory: 1845 2024/02/04 14:30:54 - mmengine - INFO - Epoch(val) [61][190/196] eta: 0:00:01 time: 0.2058 data_time: 0.0018 memory: 1845 2024/02/04 14:31:03 - mmengine - INFO - Epoch(val) [61][196/196] accuracy/top1: 70.4680 accuracy/top5: 88.9040 data_time: 0.0018 time: 0.2047 2024/02/04 14:31:43 - mmengine - INFO - Epoch(train) [62][10/78] lr: 1.8471e+00 eta: 1:48:54 time: 3.9603 data_time: 1.2768 memory: 29603 loss: 1.3517 2024/02/04 14:32:11 - mmengine - INFO - Epoch(train) [62][20/78] lr: 1.8326e+00 eta: 1:48:25 time: 2.8143 data_time: 0.1342 memory: 29603 loss: 1.3899 2024/02/04 14:32:41 - mmengine - INFO - Epoch(train) [62][30/78] lr: 1.8180e+00 eta: 1:47:56 time: 2.9723 data_time: 0.3029 memory: 29603 loss: 1.3837 2024/02/04 14:33:08 - mmengine - INFO - Epoch(train) [62][40/78] lr: 1.8035e+00 eta: 1:47:26 time: 2.6966 data_time: 0.0049 memory: 29603 loss: 1.3917 2024/02/04 14:33:35 - mmengine - INFO - Epoch(train) [62][50/78] lr: 1.7890e+00 eta: 1:46:56 time: 2.6874 data_time: 0.0050 memory: 29603 loss: 1.3871 2024/02/04 14:34:02 - mmengine - INFO - Epoch(train) [62][60/78] lr: 1.7746e+00 eta: 1:46:26 time: 2.6812 data_time: 0.0040 memory: 29603 loss: 1.4238 2024/02/04 14:34:29 - mmengine - INFO - Epoch(train) [62][70/78] lr: 1.7602e+00 eta: 1:45:56 time: 2.6947 data_time: 0.0039 memory: 29603 loss: 1.3843 2024/02/04 14:34:50 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:34:50 - mmengine - INFO - Saving checkpoint at 62 epochs 2024/02/04 14:34:58 - mmengine - INFO - Epoch(val) [62][ 10/196] eta: 0:00:42 time: 0.2310 data_time: 0.0212 memory: 29603 2024/02/04 14:35:00 - mmengine - INFO - Epoch(val) [62][ 20/196] eta: 0:00:38 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:35:02 - mmengine - INFO - Epoch(val) [62][ 30/196] eta: 0:00:35 time: 0.2056 data_time: 0.0014 memory: 1845 2024/02/04 14:35:04 - mmengine - INFO - Epoch(val) [62][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0003 memory: 1845 2024/02/04 14:35:06 - mmengine - INFO - Epoch(val) [62][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 14:35:08 - mmengine - INFO - Epoch(val) [62][ 60/196] eta: 0:00:28 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:35:10 - mmengine - INFO - Epoch(val) [62][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 14:35:12 - mmengine - INFO - Epoch(val) [62][ 80/196] eta: 0:00:24 time: 0.2056 data_time: 0.0015 memory: 1845 2024/02/04 14:35:14 - mmengine - INFO - Epoch(val) [62][ 90/196] eta: 0:00:22 time: 0.2057 data_time: 0.0016 memory: 1845 2024/02/04 14:35:16 - mmengine - INFO - Epoch(val) [62][100/196] eta: 0:00:19 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 14:35:18 - mmengine - INFO - Epoch(val) [62][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 14:35:20 - mmengine - INFO - Epoch(val) [62][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:35:22 - mmengine - INFO - Epoch(val) [62][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0016 memory: 1845 2024/02/04 14:35:24 - mmengine - INFO - Epoch(val) [62][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 14:35:26 - mmengine - INFO - Epoch(val) [62][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0003 memory: 1845 2024/02/04 14:35:29 - mmengine - INFO - Epoch(val) [62][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:35:31 - mmengine - INFO - Epoch(val) [62][170/196] eta: 0:00:05 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 14:35:33 - mmengine - INFO - Epoch(val) [62][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0016 memory: 1845 2024/02/04 14:35:35 - mmengine - INFO - Epoch(val) [62][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:35:45 - mmengine - INFO - Epoch(val) [62][196/196] accuracy/top1: 70.4620 accuracy/top5: 88.8920 data_time: 0.0017 time: 0.2047 2024/02/04 14:36:24 - mmengine - INFO - Epoch(train) [63][10/78] lr: 1.7343e+00 eta: 1:45:08 time: 3.9786 data_time: 1.1568 memory: 29603 loss: 1.3443 2024/02/04 14:36:52 - mmengine - INFO - Epoch(train) [63][20/78] lr: 1.7200e+00 eta: 1:44:38 time: 2.7629 data_time: 0.0046 memory: 29603 loss: 1.3882 2024/02/04 14:37:19 - mmengine - INFO - Epoch(train) [63][30/78] lr: 1.7058e+00 eta: 1:44:08 time: 2.6899 data_time: 0.0056 memory: 29603 loss: 1.3615 2024/02/04 14:37:46 - mmengine - INFO - Epoch(train) [63][40/78] lr: 1.6915e+00 eta: 1:43:38 time: 2.6927 data_time: 0.0037 memory: 29603 loss: 1.3957 2024/02/04 14:38:13 - mmengine - INFO - Epoch(train) [63][50/78] lr: 1.6773e+00 eta: 1:43:08 time: 2.6732 data_time: 0.0056 memory: 29603 loss: 1.4192 2024/02/04 14:38:39 - mmengine - INFO - Epoch(train) [63][60/78] lr: 1.6632e+00 eta: 1:42:39 time: 2.6811 data_time: 0.0048 memory: 29603 loss: 1.4083 2024/02/04 14:39:06 - mmengine - INFO - Epoch(train) [63][70/78] lr: 1.6491e+00 eta: 1:42:09 time: 2.6845 data_time: 0.0057 memory: 29603 loss: 1.3539 2024/02/04 14:41:17 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:41:17 - mmengine - INFO - Saving checkpoint at 63 epochs 2024/02/04 14:41:25 - mmengine - INFO - Epoch(val) [63][ 10/196] eta: 0:00:42 time: 0.2311 data_time: 0.0216 memory: 29603 2024/02/04 14:41:27 - mmengine - INFO - Epoch(val) [63][ 20/196] eta: 0:00:38 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:41:29 - mmengine - INFO - Epoch(val) [63][ 30/196] eta: 0:00:35 time: 0.2068 data_time: 0.0024 memory: 1845 2024/02/04 14:41:31 - mmengine - INFO - Epoch(val) [63][ 40/196] eta: 0:00:33 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:41:33 - mmengine - INFO - Epoch(val) [63][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:41:35 - mmengine - INFO - Epoch(val) [63][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:41:37 - mmengine - INFO - Epoch(val) [63][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:41:39 - mmengine - INFO - Epoch(val) [63][ 80/196] eta: 0:00:24 time: 0.2063 data_time: 0.0020 memory: 1845 2024/02/04 14:41:42 - mmengine - INFO - Epoch(val) [63][ 90/196] eta: 0:00:22 time: 0.2107 data_time: 0.0004 memory: 1845 2024/02/04 14:41:44 - mmengine - INFO - Epoch(val) [63][100/196] eta: 0:00:20 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:41:46 - mmengine - INFO - Epoch(val) [63][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:41:48 - mmengine - INFO - Epoch(val) [63][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:41:50 - mmengine - INFO - Epoch(val) [63][130/196] eta: 0:00:13 time: 0.2068 data_time: 0.0025 memory: 1845 2024/02/04 14:41:52 - mmengine - INFO - Epoch(val) [63][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:41:54 - mmengine - INFO - Epoch(val) [63][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:41:56 - mmengine - INFO - Epoch(val) [63][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:41:58 - mmengine - INFO - Epoch(val) [63][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:42:02 - mmengine - INFO - Epoch(val) [63][180/196] eta: 0:00:03 time: 0.4083 data_time: 0.2018 memory: 1845 2024/02/04 14:42:04 - mmengine - INFO - Epoch(val) [63][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:43:15 - mmengine - INFO - Epoch(val) [63][196/196] accuracy/top1: 70.7580 accuracy/top5: 88.8860 data_time: 0.0120 time: 0.2156 2024/02/04 14:44:01 - mmengine - INFO - Epoch(train) [64][10/78] lr: 1.6238e+00 eta: 1:42:07 time: 3.9029 data_time: 1.2374 memory: 29603 loss: 1.3666 2024/02/04 14:44:30 - mmengine - INFO - Epoch(train) [64][20/78] lr: 1.6098e+00 eta: 1:41:37 time: 2.8841 data_time: 0.2057 memory: 29603 loss: 1.3698 2024/02/04 14:44:56 - mmengine - INFO - Epoch(train) [64][30/78] lr: 1.5958e+00 eta: 1:41:07 time: 2.6781 data_time: 0.0039 memory: 29603 loss: 1.3746 2024/02/04 14:45:24 - mmengine - INFO - Epoch(train) [64][40/78] lr: 1.5819e+00 eta: 1:40:37 time: 2.7023 data_time: 0.0039 memory: 29603 loss: 1.4325 2024/02/04 14:45:50 - mmengine - INFO - Epoch(train) [64][50/78] lr: 1.5680e+00 eta: 1:40:07 time: 2.6759 data_time: 0.0044 memory: 29603 loss: 1.3821 2024/02/04 14:46:17 - mmengine - INFO - Epoch(train) [64][60/78] lr: 1.5542e+00 eta: 1:39:36 time: 2.6863 data_time: 0.0039 memory: 29603 loss: 1.3917 2024/02/04 14:46:44 - mmengine - INFO - Epoch(train) [64][70/78] lr: 1.5404e+00 eta: 1:39:06 time: 2.6856 data_time: 0.0054 memory: 29603 loss: 1.3743 2024/02/04 14:47:05 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:47:06 - mmengine - INFO - Saving checkpoint at 64 epochs 2024/02/04 14:47:13 - mmengine - INFO - Epoch(val) [64][ 10/196] eta: 0:00:43 time: 0.2323 data_time: 0.0231 memory: 29603 2024/02/04 14:47:16 - mmengine - INFO - Epoch(val) [64][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:47:18 - mmengine - INFO - Epoch(val) [64][ 30/196] eta: 0:00:35 time: 0.2059 data_time: 0.0016 memory: 1845 2024/02/04 14:47:20 - mmengine - INFO - Epoch(val) [64][ 40/196] eta: 0:00:33 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:47:22 - mmengine - INFO - Epoch(val) [64][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:47:24 - mmengine - INFO - Epoch(val) [64][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:47:26 - mmengine - INFO - Epoch(val) [64][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:47:28 - mmengine - INFO - Epoch(val) [64][ 80/196] eta: 0:00:24 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 14:47:30 - mmengine - INFO - Epoch(val) [64][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:47:32 - mmengine - INFO - Epoch(val) [64][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:47:34 - mmengine - INFO - Epoch(val) [64][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 14:47:36 - mmengine - INFO - Epoch(val) [64][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:47:38 - mmengine - INFO - Epoch(val) [64][130/196] eta: 0:00:13 time: 0.2062 data_time: 0.0019 memory: 1845 2024/02/04 14:47:40 - mmengine - INFO - Epoch(val) [64][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:47:42 - mmengine - INFO - Epoch(val) [64][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:47:44 - mmengine - INFO - Epoch(val) [64][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 14:47:46 - mmengine - INFO - Epoch(val) [64][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 14:47:48 - mmengine - INFO - Epoch(val) [64][180/196] eta: 0:00:03 time: 0.2058 data_time: 0.0015 memory: 1845 2024/02/04 14:47:50 - mmengine - INFO - Epoch(val) [64][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:48:00 - mmengine - INFO - Epoch(val) [64][196/196] accuracy/top1: 70.7060 accuracy/top5: 88.9900 data_time: 0.0018 time: 0.2050 2024/02/04 14:48:35 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:48:40 - mmengine - INFO - Epoch(train) [65][10/78] lr: 1.5157e+00 eta: 1:38:17 time: 3.9665 data_time: 1.2370 memory: 29603 loss: 1.3471 2024/02/04 14:49:07 - mmengine - INFO - Epoch(train) [65][20/78] lr: 1.5020e+00 eta: 1:37:47 time: 2.6847 data_time: 0.0034 memory: 29603 loss: 1.3462 2024/02/04 14:49:34 - mmengine - INFO - Epoch(train) [65][30/78] lr: 1.4883e+00 eta: 1:37:17 time: 2.7100 data_time: 0.0057 memory: 29603 loss: 1.3639 2024/02/04 14:50:01 - mmengine - INFO - Epoch(train) [65][40/78] lr: 1.4748e+00 eta: 1:36:47 time: 2.6974 data_time: 0.0055 memory: 29603 loss: 1.3518 2024/02/04 14:50:28 - mmengine - INFO - Epoch(train) [65][50/78] lr: 1.4612e+00 eta: 1:36:17 time: 2.6849 data_time: 0.0166 memory: 29603 loss: 1.3892 2024/02/04 14:50:55 - mmengine - INFO - Epoch(train) [65][60/78] lr: 1.4477e+00 eta: 1:35:47 time: 2.6960 data_time: 0.0048 memory: 29603 loss: 1.3669 2024/02/04 14:51:22 - mmengine - INFO - Epoch(train) [65][70/78] lr: 1.4342e+00 eta: 1:35:16 time: 2.6794 data_time: 0.0050 memory: 29603 loss: 1.3889 2024/02/04 14:51:43 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:51:43 - mmengine - INFO - Saving checkpoint at 65 epochs 2024/02/04 14:51:51 - mmengine - INFO - Epoch(val) [65][ 10/196] eta: 0:00:42 time: 0.2295 data_time: 0.0213 memory: 29603 2024/02/04 14:51:53 - mmengine - INFO - Epoch(val) [65][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:51:55 - mmengine - INFO - Epoch(val) [65][ 30/196] eta: 0:00:35 time: 0.2065 data_time: 0.0018 memory: 1845 2024/02/04 14:51:57 - mmengine - INFO - Epoch(val) [65][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:51:59 - mmengine - INFO - Epoch(val) [65][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:52:01 - mmengine - INFO - Epoch(val) [65][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:52:03 - mmengine - INFO - Epoch(val) [65][ 70/196] eta: 0:00:26 time: 0.2058 data_time: 0.0005 memory: 1845 2024/02/04 14:52:05 - mmengine - INFO - Epoch(val) [65][ 80/196] eta: 0:00:24 time: 0.2054 data_time: 0.0009 memory: 1845 2024/02/04 14:52:07 - mmengine - INFO - Epoch(val) [65][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:52:09 - mmengine - INFO - Epoch(val) [65][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:52:11 - mmengine - INFO - Epoch(val) [65][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:52:14 - mmengine - INFO - Epoch(val) [65][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:52:16 - mmengine - INFO - Epoch(val) [65][130/196] eta: 0:00:13 time: 0.2066 data_time: 0.0023 memory: 1845 2024/02/04 14:52:18 - mmengine - INFO - Epoch(val) [65][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:52:20 - mmengine - INFO - Epoch(val) [65][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 14:52:22 - mmengine - INFO - Epoch(val) [65][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 14:52:24 - mmengine - INFO - Epoch(val) [65][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 14:52:26 - mmengine - INFO - Epoch(val) [65][180/196] eta: 0:00:03 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 14:52:28 - mmengine - INFO - Epoch(val) [65][190/196] eta: 0:00:01 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 14:52:38 - mmengine - INFO - Epoch(val) [65][196/196] accuracy/top1: 70.7580 accuracy/top5: 88.9940 data_time: 0.0017 time: 0.2049 2024/02/04 14:53:17 - mmengine - INFO - Epoch(train) [66][10/78] lr: 1.4101e+00 eta: 1:34:27 time: 3.9598 data_time: 1.1551 memory: 29603 loss: 1.3674 2024/02/04 14:53:44 - mmengine - INFO - Epoch(train) [66][20/78] lr: 1.3968e+00 eta: 1:33:57 time: 2.6800 data_time: 0.0053 memory: 29603 loss: 1.3718 2024/02/04 14:54:11 - mmengine - INFO - Epoch(train) [66][30/78] lr: 1.3835e+00 eta: 1:33:27 time: 2.6967 data_time: 0.0050 memory: 29603 loss: 1.3803 2024/02/04 14:54:38 - mmengine - INFO - Epoch(train) [66][40/78] lr: 1.3703e+00 eta: 1:32:57 time: 2.6901 data_time: 0.0050 memory: 29603 loss: 1.3563 2024/02/04 14:55:05 - mmengine - INFO - Epoch(train) [66][50/78] lr: 1.3571e+00 eta: 1:32:27 time: 2.6943 data_time: 0.0039 memory: 29603 loss: 1.3603 2024/02/04 14:55:32 - mmengine - INFO - Epoch(train) [66][60/78] lr: 1.3439e+00 eta: 1:31:57 time: 2.6857 data_time: 0.0054 memory: 29603 loss: 1.4086 2024/02/04 14:55:59 - mmengine - INFO - Epoch(train) [66][70/78] lr: 1.3308e+00 eta: 1:31:27 time: 2.6936 data_time: 0.0050 memory: 29603 loss: 1.4083 2024/02/04 14:56:20 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 14:56:20 - mmengine - INFO - Saving checkpoint at 66 epochs 2024/02/04 14:56:28 - mmengine - INFO - Epoch(val) [66][ 10/196] eta: 0:00:42 time: 0.2290 data_time: 0.0214 memory: 29603 2024/02/04 14:56:30 - mmengine - INFO - Epoch(val) [66][ 20/196] eta: 0:00:38 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 14:56:32 - mmengine - INFO - Epoch(val) [66][ 30/196] eta: 0:00:35 time: 0.2061 data_time: 0.0016 memory: 1845 2024/02/04 14:56:34 - mmengine - INFO - Epoch(val) [66][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:56:36 - mmengine - INFO - Epoch(val) [66][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 14:56:38 - mmengine - INFO - Epoch(val) [66][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0003 memory: 1845 2024/02/04 14:56:40 - mmengine - INFO - Epoch(val) [66][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 14:56:42 - mmengine - INFO - Epoch(val) [66][ 80/196] eta: 0:00:24 time: 0.2059 data_time: 0.0015 memory: 1845 2024/02/04 14:56:45 - mmengine - INFO - Epoch(val) [66][ 90/196] eta: 0:00:22 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:56:47 - mmengine - INFO - Epoch(val) [66][100/196] eta: 0:00:19 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:56:49 - mmengine - INFO - Epoch(val) [66][110/196] eta: 0:00:17 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 14:56:51 - mmengine - INFO - Epoch(val) [66][120/196] eta: 0:00:15 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 14:56:53 - mmengine - INFO - Epoch(val) [66][130/196] eta: 0:00:13 time: 0.2058 data_time: 0.0018 memory: 1845 2024/02/04 14:56:55 - mmengine - INFO - Epoch(val) [66][140/196] eta: 0:00:11 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:56:57 - mmengine - INFO - Epoch(val) [66][150/196] eta: 0:00:09 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:56:59 - mmengine - INFO - Epoch(val) [66][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 14:57:01 - mmengine - INFO - Epoch(val) [66][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 14:57:03 - mmengine - INFO - Epoch(val) [66][180/196] eta: 0:00:03 time: 0.2055 data_time: 0.0013 memory: 1845 2024/02/04 14:57:05 - mmengine - INFO - Epoch(val) [66][190/196] eta: 0:00:01 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 14:57:15 - mmengine - INFO - Epoch(val) [66][196/196] accuracy/top1: 70.9080 accuracy/top5: 89.0200 data_time: 0.0016 time: 0.2046 2024/02/04 14:57:54 - mmengine - INFO - Epoch(train) [67][10/78] lr: 1.3074e+00 eta: 1:30:37 time: 3.9271 data_time: 1.2291 memory: 29603 loss: 1.3525 2024/02/04 14:58:23 - mmengine - INFO - Epoch(train) [67][20/78] lr: 1.2944e+00 eta: 1:30:08 time: 2.9017 data_time: 0.0053 memory: 29603 loss: 1.3666 2024/02/04 14:58:50 - mmengine - INFO - Epoch(train) [67][30/78] lr: 1.2815e+00 eta: 1:29:38 time: 2.6944 data_time: 0.0050 memory: 29603 loss: 1.3777 2024/02/04 14:59:17 - mmengine - INFO - Epoch(train) [67][40/78] lr: 1.2686e+00 eta: 1:29:08 time: 2.6818 data_time: 0.0049 memory: 29603 loss: 1.3811 2024/02/04 14:59:44 - mmengine - INFO - Epoch(train) [67][50/78] lr: 1.2558e+00 eta: 1:28:38 time: 2.6849 data_time: 0.0049 memory: 29603 loss: 1.3487 2024/02/04 15:00:11 - mmengine - INFO - Epoch(train) [67][60/78] lr: 1.2430e+00 eta: 1:28:08 time: 2.6957 data_time: 0.0061 memory: 29603 loss: 1.3383 2024/02/04 15:00:38 - mmengine - INFO - Epoch(train) [67][70/78] lr: 1.2303e+00 eta: 1:27:38 time: 2.6806 data_time: 0.0041 memory: 29603 loss: 1.3502 2024/02/04 15:00:59 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:01:03 - mmengine - INFO - Saving checkpoint at 67 epochs 2024/02/04 15:01:11 - mmengine - INFO - Epoch(val) [67][ 10/196] eta: 0:00:42 time: 0.2308 data_time: 0.0215 memory: 29603 2024/02/04 15:01:13 - mmengine - INFO - Epoch(val) [67][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 15:01:15 - mmengine - INFO - Epoch(val) [67][ 30/196] eta: 0:00:35 time: 0.2058 data_time: 0.0014 memory: 1845 2024/02/04 15:01:17 - mmengine - INFO - Epoch(val) [67][ 40/196] eta: 0:00:33 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:01:19 - mmengine - INFO - Epoch(val) [67][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:01:21 - mmengine - INFO - Epoch(val) [67][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 15:01:23 - mmengine - INFO - Epoch(val) [67][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:01:25 - mmengine - INFO - Epoch(val) [67][ 80/196] eta: 0:00:24 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 15:01:27 - mmengine - INFO - Epoch(val) [67][ 90/196] eta: 0:00:22 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:01:30 - mmengine - INFO - Epoch(val) [67][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:01:32 - mmengine - INFO - Epoch(val) [67][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 15:01:34 - mmengine - INFO - Epoch(val) [67][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:01:36 - mmengine - INFO - Epoch(val) [67][130/196] eta: 0:00:13 time: 0.2059 data_time: 0.0016 memory: 1845 2024/02/04 15:01:38 - mmengine - INFO - Epoch(val) [67][140/196] eta: 0:00:11 time: 0.2129 data_time: 0.0003 memory: 1845 2024/02/04 15:01:40 - mmengine - INFO - Epoch(val) [67][150/196] eta: 0:00:09 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:01:42 - mmengine - INFO - Epoch(val) [67][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:01:44 - mmengine - INFO - Epoch(val) [67][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:01:46 - mmengine - INFO - Epoch(val) [67][180/196] eta: 0:00:03 time: 0.2059 data_time: 0.0016 memory: 1845 2024/02/04 15:01:48 - mmengine - INFO - Epoch(val) [67][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:01:58 - mmengine - INFO - Epoch(val) [67][196/196] accuracy/top1: 71.1340 accuracy/top5: 89.1680 data_time: 0.0017 time: 0.2052 2024/02/04 15:02:37 - mmengine - INFO - Epoch(train) [68][10/78] lr: 1.2075e+00 eta: 1:26:48 time: 3.9407 data_time: 1.2268 memory: 29603 loss: 1.3481 2024/02/04 15:03:04 - mmengine - INFO - Epoch(train) [68][20/78] lr: 1.1950e+00 eta: 1:26:18 time: 2.6840 data_time: 0.0038 memory: 29603 loss: 1.3606 2024/02/04 15:03:31 - mmengine - INFO - Epoch(train) [68][30/78] lr: 1.1824e+00 eta: 1:25:48 time: 2.6990 data_time: 0.0039 memory: 29603 loss: 1.3459 2024/02/04 15:03:58 - mmengine - INFO - Epoch(train) [68][40/78] lr: 1.1699e+00 eta: 1:25:18 time: 2.6837 data_time: 0.0061 memory: 29603 loss: 1.3678 2024/02/04 15:04:25 - mmengine - INFO - Epoch(train) [68][50/78] lr: 1.1575e+00 eta: 1:24:48 time: 2.6761 data_time: 0.0048 memory: 29603 loss: 1.3549 2024/02/04 15:04:52 - mmengine - INFO - Epoch(train) [68][60/78] lr: 1.1451e+00 eta: 1:24:18 time: 2.6921 data_time: 0.0045 memory: 29603 loss: 1.3615 2024/02/04 15:05:18 - mmengine - INFO - Epoch(train) [68][70/78] lr: 1.1328e+00 eta: 1:23:48 time: 2.6800 data_time: 0.0053 memory: 29603 loss: 1.3617 2024/02/04 15:05:40 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:05:40 - mmengine - INFO - Saving checkpoint at 68 epochs 2024/02/04 15:05:48 - mmengine - INFO - Epoch(val) [68][ 10/196] eta: 0:00:43 time: 0.2318 data_time: 0.0235 memory: 29603 2024/02/04 15:05:50 - mmengine - INFO - Epoch(val) [68][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:05:52 - mmengine - INFO - Epoch(val) [68][ 30/196] eta: 0:00:35 time: 0.2066 data_time: 0.0020 memory: 1845 2024/02/04 15:05:54 - mmengine - INFO - Epoch(val) [68][ 40/196] eta: 0:00:33 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:05:56 - mmengine - INFO - Epoch(val) [68][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:05:58 - mmengine - INFO - Epoch(val) [68][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:06:00 - mmengine - INFO - Epoch(val) [68][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:06:02 - mmengine - INFO - Epoch(val) [68][ 80/196] eta: 0:00:24 time: 0.2056 data_time: 0.0009 memory: 1845 2024/02/04 15:06:04 - mmengine - INFO - Epoch(val) [68][ 90/196] eta: 0:00:22 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 15:06:06 - mmengine - INFO - Epoch(val) [68][100/196] eta: 0:00:19 time: 0.2055 data_time: 0.0005 memory: 1845 2024/02/04 15:06:08 - mmengine - INFO - Epoch(val) [68][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 15:06:10 - mmengine - INFO - Epoch(val) [68][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:06:12 - mmengine - INFO - Epoch(val) [68][130/196] eta: 0:00:13 time: 0.2155 data_time: 0.0112 memory: 1845 2024/02/04 15:06:14 - mmengine - INFO - Epoch(val) [68][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:06:16 - mmengine - INFO - Epoch(val) [68][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:06:18 - mmengine - INFO - Epoch(val) [68][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:06:20 - mmengine - INFO - Epoch(val) [68][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:06:23 - mmengine - INFO - Epoch(val) [68][180/196] eta: 0:00:03 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 15:06:25 - mmengine - INFO - Epoch(val) [68][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:06:35 - mmengine - INFO - Epoch(val) [68][196/196] accuracy/top1: 70.9120 accuracy/top5: 89.0380 data_time: 0.0023 time: 0.2056 2024/02/04 15:07:16 - mmengine - INFO - Epoch(train) [69][10/78] lr: 1.1108e+00 eta: 1:22:59 time: 4.1946 data_time: 1.2325 memory: 29603 loss: 1.3388 2024/02/04 15:07:43 - mmengine - INFO - Epoch(train) [69][20/78] lr: 1.0986e+00 eta: 1:22:30 time: 2.6932 data_time: 0.0052 memory: 29603 loss: 1.3337 2024/02/04 15:08:12 - mmengine - INFO - Epoch(train) [69][30/78] lr: 1.0865e+00 eta: 1:22:00 time: 2.8714 data_time: 0.0041 memory: 29603 loss: 1.3622 2024/02/04 15:08:39 - mmengine - INFO - Epoch(train) [69][40/78] lr: 1.0744e+00 eta: 1:21:30 time: 2.7044 data_time: 0.0041 memory: 29603 loss: 1.3286 2024/02/04 15:09:06 - mmengine - INFO - Epoch(train) [69][50/78] lr: 1.0624e+00 eta: 1:21:00 time: 2.6886 data_time: 0.0039 memory: 29603 loss: 1.3342 2024/02/04 15:09:33 - mmengine - INFO - Epoch(train) [69][60/78] lr: 1.0504e+00 eta: 1:20:31 time: 2.6815 data_time: 0.0047 memory: 29603 loss: 1.3700 2024/02/04 15:10:00 - mmengine - INFO - Epoch(train) [69][70/78] lr: 1.0385e+00 eta: 1:20:01 time: 2.6892 data_time: 0.0047 memory: 29603 loss: 1.3359 2024/02/04 15:10:21 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:10:21 - mmengine - INFO - Saving checkpoint at 69 epochs 2024/02/04 15:10:29 - mmengine - INFO - Epoch(val) [69][ 10/196] eta: 0:00:42 time: 0.2283 data_time: 0.0213 memory: 29603 2024/02/04 15:10:31 - mmengine - INFO - Epoch(val) [69][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:10:33 - mmengine - INFO - Epoch(val) [69][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0008 memory: 1845 2024/02/04 15:10:35 - mmengine - INFO - Epoch(val) [69][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:10:37 - mmengine - INFO - Epoch(val) [69][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 15:10:39 - mmengine - INFO - Epoch(val) [69][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:10:41 - mmengine - INFO - Epoch(val) [69][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:10:43 - mmengine - INFO - Epoch(val) [69][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 15:10:45 - mmengine - INFO - Epoch(val) [69][ 90/196] eta: 0:00:21 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:10:47 - mmengine - INFO - Epoch(val) [69][100/196] eta: 0:00:19 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:10:49 - mmengine - INFO - Epoch(val) [69][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:10:51 - mmengine - INFO - Epoch(val) [69][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:10:53 - mmengine - INFO - Epoch(val) [69][130/196] eta: 0:00:13 time: 0.2062 data_time: 0.0018 memory: 1845 2024/02/04 15:10:55 - mmengine - INFO - Epoch(val) [69][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:10:58 - mmengine - INFO - Epoch(val) [69][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:11:00 - mmengine - INFO - Epoch(val) [69][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:11:02 - mmengine - INFO - Epoch(val) [69][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:11:04 - mmengine - INFO - Epoch(val) [69][180/196] eta: 0:00:03 time: 0.2066 data_time: 0.0019 memory: 1845 2024/02/04 15:11:06 - mmengine - INFO - Epoch(val) [69][190/196] eta: 0:00:01 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:11:16 - mmengine - INFO - Epoch(val) [69][196/196] accuracy/top1: 71.0600 accuracy/top5: 89.2160 data_time: 0.0017 time: 0.2048 2024/02/04 15:11:58 - mmengine - INFO - Epoch(train) [70][10/78] lr: 1.0172e+00 eta: 1:19:12 time: 4.2651 data_time: 1.2396 memory: 29603 loss: 1.3479 2024/02/04 15:12:26 - mmengine - INFO - Epoch(train) [70][20/78] lr: 1.0055e+00 eta: 1:18:42 time: 2.7816 data_time: 0.0050 memory: 29603 loss: 1.3461 2024/02/04 15:12:53 - mmengine - INFO - Epoch(train) [70][30/78] lr: 9.9376e-01 eta: 1:18:12 time: 2.6850 data_time: 0.0052 memory: 29603 loss: 1.3573 2024/02/04 15:13:20 - mmengine - INFO - Epoch(train) [70][40/78] lr: 9.8212e-01 eta: 1:17:42 time: 2.6876 data_time: 0.0049 memory: 29603 loss: 1.3414 2024/02/04 15:13:51 - mmengine - INFO - Epoch(train) [70][50/78] lr: 9.7054e-01 eta: 1:17:14 time: 3.1098 data_time: 0.0049 memory: 29603 loss: 1.3754 2024/02/04 15:14:18 - mmengine - INFO - Epoch(train) [70][60/78] lr: 9.5901e-01 eta: 1:16:44 time: 2.7106 data_time: 0.0053 memory: 29603 loss: 1.3278 2024/02/04 15:14:45 - mmengine - INFO - Epoch(train) [70][70/78] lr: 9.4753e-01 eta: 1:16:14 time: 2.6959 data_time: 0.0061 memory: 29603 loss: 1.3720 2024/02/04 15:15:06 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:15:06 - mmengine - INFO - Saving checkpoint at 70 epochs 2024/02/04 15:15:14 - mmengine - INFO - Epoch(val) [70][ 10/196] eta: 0:00:42 time: 0.2293 data_time: 0.0214 memory: 29603 2024/02/04 15:15:16 - mmengine - INFO - Epoch(val) [70][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:15:18 - mmengine - INFO - Epoch(val) [70][ 30/196] eta: 0:00:35 time: 0.2053 data_time: 0.0007 memory: 1845 2024/02/04 15:15:20 - mmengine - INFO - Epoch(val) [70][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:15:22 - mmengine - INFO - Epoch(val) [70][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0006 memory: 1845 2024/02/04 15:15:25 - mmengine - INFO - Epoch(val) [70][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:15:27 - mmengine - INFO - Epoch(val) [70][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 15:15:29 - mmengine - INFO - Epoch(val) [70][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0007 memory: 1845 2024/02/04 15:15:31 - mmengine - INFO - Epoch(val) [70][ 90/196] eta: 0:00:22 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 15:15:33 - mmengine - INFO - Epoch(val) [70][100/196] eta: 0:00:19 time: 0.2051 data_time: 0.0006 memory: 1845 2024/02/04 15:15:35 - mmengine - INFO - Epoch(val) [70][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:15:37 - mmengine - INFO - Epoch(val) [70][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:15:39 - mmengine - INFO - Epoch(val) [70][130/196] eta: 0:00:13 time: 0.2067 data_time: 0.0024 memory: 1845 2024/02/04 15:15:41 - mmengine - INFO - Epoch(val) [70][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:15:43 - mmengine - INFO - Epoch(val) [70][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 15:15:45 - mmengine - INFO - Epoch(val) [70][160/196] eta: 0:00:07 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 15:15:47 - mmengine - INFO - Epoch(val) [70][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:15:49 - mmengine - INFO - Epoch(val) [70][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 15:15:51 - mmengine - INFO - Epoch(val) [70][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:16:01 - mmengine - INFO - Epoch(val) [70][196/196] accuracy/top1: 71.1240 accuracy/top5: 89.1300 data_time: 0.0017 time: 0.2048 2024/02/04 15:16:41 - mmengine - INFO - Epoch(train) [71][10/78] lr: 9.2703e-01 eta: 1:15:24 time: 3.9813 data_time: 1.2645 memory: 29603 loss: 1.3341 2024/02/04 15:17:08 - mmengine - INFO - Epoch(train) [71][20/78] lr: 9.1572e-01 eta: 1:14:54 time: 2.6864 data_time: 0.0054 memory: 29603 loss: 1.3132 2024/02/04 15:17:34 - mmengine - INFO - Epoch(train) [71][30/78] lr: 9.0446e-01 eta: 1:14:24 time: 2.6813 data_time: 0.0050 memory: 29603 loss: 1.3595 2024/02/04 15:18:02 - mmengine - INFO - Epoch(train) [71][40/78] lr: 8.9327e-01 eta: 1:13:55 time: 2.7054 data_time: 0.0051 memory: 29603 loss: 1.3254 2024/02/04 15:18:28 - mmengine - INFO - Epoch(train) [71][50/78] lr: 8.8213e-01 eta: 1:13:25 time: 2.6904 data_time: 0.0054 memory: 29603 loss: 1.3700 2024/02/04 15:18:55 - mmengine - INFO - Epoch(train) [71][60/78] lr: 8.7105e-01 eta: 1:12:55 time: 2.6738 data_time: 0.0054 memory: 29603 loss: 1.3524 2024/02/04 15:19:22 - mmengine - INFO - Epoch(train) [71][70/78] lr: 8.6003e-01 eta: 1:12:25 time: 2.7052 data_time: 0.0053 memory: 29603 loss: 1.3363 2024/02/04 15:19:44 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:19:44 - mmengine - INFO - Saving checkpoint at 71 epochs 2024/02/04 15:19:52 - mmengine - INFO - Epoch(val) [71][ 10/196] eta: 0:00:42 time: 0.2299 data_time: 0.0212 memory: 29603 2024/02/04 15:19:54 - mmengine - INFO - Epoch(val) [71][ 20/196] eta: 0:00:38 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:19:56 - mmengine - INFO - Epoch(val) [71][ 30/196] eta: 0:00:35 time: 0.2060 data_time: 0.0019 memory: 1845 2024/02/04 15:19:58 - mmengine - INFO - Epoch(val) [71][ 40/196] eta: 0:00:32 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:20:00 - mmengine - INFO - Epoch(val) [71][ 50/196] eta: 0:00:30 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:20:02 - mmengine - INFO - Epoch(val) [71][ 60/196] eta: 0:00:28 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:20:04 - mmengine - INFO - Epoch(val) [71][ 70/196] eta: 0:00:26 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:20:06 - mmengine - INFO - Epoch(val) [71][ 80/196] eta: 0:00:24 time: 0.2068 data_time: 0.0025 memory: 1845 2024/02/04 15:20:08 - mmengine - INFO - Epoch(val) [71][ 90/196] eta: 0:00:22 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:20:10 - mmengine - INFO - Epoch(val) [71][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:20:12 - mmengine - INFO - Epoch(val) [71][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:20:14 - mmengine - INFO - Epoch(val) [71][120/196] eta: 0:00:15 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:20:16 - mmengine - INFO - Epoch(val) [71][130/196] eta: 0:00:13 time: 0.2059 data_time: 0.0018 memory: 1845 2024/02/04 15:20:18 - mmengine - INFO - Epoch(val) [71][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:20:20 - mmengine - INFO - Epoch(val) [71][150/196] eta: 0:00:09 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:20:22 - mmengine - INFO - Epoch(val) [71][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:20:24 - mmengine - INFO - Epoch(val) [71][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:20:26 - mmengine - INFO - Epoch(val) [71][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0007 memory: 1845 2024/02/04 15:20:28 - mmengine - INFO - Epoch(val) [71][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:20:38 - mmengine - INFO - Epoch(val) [71][196/196] accuracy/top1: 71.1920 accuracy/top5: 89.2460 data_time: 0.0017 time: 0.2046 2024/02/04 15:21:22 - mmengine - INFO - Epoch(train) [72][10/78] lr: 8.4035e-01 eta: 1:11:36 time: 4.3667 data_time: 1.2446 memory: 29603 loss: 1.3064 2024/02/04 15:21:52 - mmengine - INFO - Epoch(train) [72][20/78] lr: 8.2950e-01 eta: 1:11:07 time: 3.0190 data_time: 0.0043 memory: 29603 loss: 1.3187 2024/02/04 15:22:19 - mmengine - INFO - Epoch(train) [72][30/78] lr: 8.1871e-01 eta: 1:10:37 time: 2.6853 data_time: 0.0054 memory: 29603 loss: 1.3132 2024/02/04 15:22:46 - mmengine - INFO - Epoch(train) [72][40/78] lr: 8.0797e-01 eta: 1:10:08 time: 2.6984 data_time: 0.0038 memory: 29603 loss: 1.3589 2024/02/04 15:23:13 - mmengine - INFO - Epoch(train) [72][50/78] lr: 7.9730e-01 eta: 1:09:38 time: 2.6970 data_time: 0.0040 memory: 29603 loss: 1.3271 2024/02/04 15:23:40 - mmengine - INFO - Epoch(train) [72][60/78] lr: 7.8669e-01 eta: 1:09:08 time: 2.6878 data_time: 0.0048 memory: 29603 loss: 1.3356 2024/02/04 15:24:07 - mmengine - INFO - Epoch(train) [72][70/78] lr: 7.7614e-01 eta: 1:08:38 time: 2.6927 data_time: 0.0051 memory: 29603 loss: 1.3405 2024/02/04 15:24:28 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:24:28 - mmengine - INFO - Saving checkpoint at 72 epochs 2024/02/04 15:24:36 - mmengine - INFO - Epoch(val) [72][ 10/196] eta: 0:00:42 time: 0.2287 data_time: 0.0215 memory: 29603 2024/02/04 15:24:38 - mmengine - INFO - Epoch(val) [72][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:24:40 - mmengine - INFO - Epoch(val) [72][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:24:42 - mmengine - INFO - Epoch(val) [72][ 40/196] eta: 0:00:32 time: 0.2057 data_time: 0.0015 memory: 1845 2024/02/04 15:24:44 - mmengine - INFO - Epoch(val) [72][ 50/196] eta: 0:00:30 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 15:24:46 - mmengine - INFO - Epoch(val) [72][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:24:48 - mmengine - INFO - Epoch(val) [72][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:24:50 - mmengine - INFO - Epoch(val) [72][ 80/196] eta: 0:00:24 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:24:52 - mmengine - INFO - Epoch(val) [72][ 90/196] eta: 0:00:22 time: 0.2058 data_time: 0.0015 memory: 1845 2024/02/04 15:24:54 - mmengine - INFO - Epoch(val) [72][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 15:24:56 - mmengine - INFO - Epoch(val) [72][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:24:58 - mmengine - INFO - Epoch(val) [72][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:25:01 - mmengine - INFO - Epoch(val) [72][130/196] eta: 0:00:13 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:25:03 - mmengine - INFO - Epoch(val) [72][140/196] eta: 0:00:11 time: 0.2061 data_time: 0.0017 memory: 1845 2024/02/04 15:25:05 - mmengine - INFO - Epoch(val) [72][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 15:25:07 - mmengine - INFO - Epoch(val) [72][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:25:09 - mmengine - INFO - Epoch(val) [72][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:25:11 - mmengine - INFO - Epoch(val) [72][180/196] eta: 0:00:03 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:25:13 - mmengine - INFO - Epoch(val) [72][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0007 memory: 1845 2024/02/04 15:25:23 - mmengine - INFO - Epoch(val) [72][196/196] accuracy/top1: 71.1760 accuracy/top5: 89.2460 data_time: 0.0017 time: 0.2047 2024/02/04 15:26:02 - mmengine - INFO - Epoch(train) [73][10/78] lr: 7.5731e-01 eta: 1:07:48 time: 3.9208 data_time: 1.2072 memory: 29603 loss: 1.3406 2024/02/04 15:26:33 - mmengine - INFO - Epoch(train) [73][20/78] lr: 7.4693e-01 eta: 1:07:19 time: 3.0920 data_time: 0.4167 memory: 29603 loss: 1.3185 2024/02/04 15:27:00 - mmengine - INFO - Epoch(train) [73][30/78] lr: 7.3662e-01 eta: 1:06:49 time: 2.7048 data_time: 0.0052 memory: 29603 loss: 1.3395 2024/02/04 15:27:27 - mmengine - INFO - Epoch(train) [73][40/78] lr: 7.2637e-01 eta: 1:06:20 time: 2.6818 data_time: 0.0045 memory: 29603 loss: 1.3352 2024/02/04 15:27:54 - mmengine - INFO - Epoch(train) [73][50/78] lr: 7.1618e-01 eta: 1:05:50 time: 2.6992 data_time: 0.0040 memory: 29603 loss: 1.3366 2024/02/04 15:28:21 - mmengine - INFO - Epoch(train) [73][60/78] lr: 7.0605e-01 eta: 1:05:20 time: 2.6895 data_time: 0.0045 memory: 29603 loss: 1.3383 2024/02/04 15:28:48 - mmengine - INFO - Epoch(train) [73][70/78] lr: 6.9599e-01 eta: 1:04:51 time: 2.7298 data_time: 0.0047 memory: 29603 loss: 1.3697 2024/02/04 15:29:09 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:29:09 - mmengine - INFO - Saving checkpoint at 73 epochs 2024/02/04 15:29:17 - mmengine - INFO - Epoch(val) [73][ 10/196] eta: 0:00:42 time: 0.2303 data_time: 0.0216 memory: 29603 2024/02/04 15:29:19 - mmengine - INFO - Epoch(val) [73][ 20/196] eta: 0:00:38 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 15:29:21 - mmengine - INFO - Epoch(val) [73][ 30/196] eta: 0:00:35 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 15:29:23 - mmengine - INFO - Epoch(val) [73][ 40/196] eta: 0:00:32 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 15:29:25 - mmengine - INFO - Epoch(val) [73][ 50/196] eta: 0:00:30 time: 0.2068 data_time: 0.0024 memory: 1845 2024/02/04 15:29:27 - mmengine - INFO - Epoch(val) [73][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:29:29 - mmengine - INFO - Epoch(val) [73][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:29:31 - mmengine - INFO - Epoch(val) [73][ 80/196] eta: 0:00:24 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:29:33 - mmengine - INFO - Epoch(val) [73][ 90/196] eta: 0:00:22 time: 0.2060 data_time: 0.0016 memory: 1845 2024/02/04 15:29:36 - mmengine - INFO - Epoch(val) [73][100/196] eta: 0:00:19 time: 0.2085 data_time: 0.0004 memory: 1845 2024/02/04 15:29:38 - mmengine - INFO - Epoch(val) [73][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:29:40 - mmengine - INFO - Epoch(val) [73][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:29:42 - mmengine - INFO - Epoch(val) [73][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:29:44 - mmengine - INFO - Epoch(val) [73][140/196] eta: 0:00:11 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 15:29:46 - mmengine - INFO - Epoch(val) [73][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:29:48 - mmengine - INFO - Epoch(val) [73][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:29:50 - mmengine - INFO - Epoch(val) [73][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:29:52 - mmengine - INFO - Epoch(val) [73][180/196] eta: 0:00:03 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:29:54 - mmengine - INFO - Epoch(val) [73][190/196] eta: 0:00:01 time: 0.2066 data_time: 0.0026 memory: 1845 2024/02/04 15:30:04 - mmengine - INFO - Epoch(val) [73][196/196] accuracy/top1: 71.1880 accuracy/top5: 89.3160 data_time: 0.0018 time: 0.2051 2024/02/04 15:30:44 - mmengine - INFO - Epoch(train) [74][10/78] lr: 6.7803e-01 eta: 1:04:00 time: 4.0497 data_time: 1.2198 memory: 29603 loss: 1.3236 2024/02/04 15:31:11 - mmengine - INFO - Epoch(train) [74][20/78] lr: 6.6815e-01 eta: 1:03:31 time: 2.6763 data_time: 0.0049 memory: 29603 loss: 1.3382 2024/02/04 15:31:45 - mmengine - INFO - Epoch(train) [74][30/78] lr: 6.5833e-01 eta: 1:03:02 time: 3.3885 data_time: 0.7019 memory: 29603 loss: 1.3216 2024/02/04 15:32:28 - mmengine - INFO - Epoch(train) [74][40/78] lr: 6.4857e-01 eta: 1:02:36 time: 4.3160 data_time: 1.6164 memory: 29603 loss: 1.3242 2024/02/04 15:32:59 - mmengine - INFO - Epoch(train) [74][50/78] lr: 6.3888e-01 eta: 1:02:08 time: 3.1133 data_time: 0.4346 memory: 29603 loss: 1.3373 2024/02/04 15:33:32 - mmengine - INFO - Epoch(train) [74][60/78] lr: 6.2926e-01 eta: 1:01:39 time: 3.3079 data_time: 0.6326 memory: 29603 loss: 1.3530 2024/02/04 15:33:59 - mmengine - INFO - Epoch(train) [74][70/78] lr: 6.1969e-01 eta: 1:01:09 time: 2.6981 data_time: 0.0095 memory: 29603 loss: 1.3469 2024/02/04 15:34:30 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:34:35 - mmengine - INFO - Saving checkpoint at 74 epochs 2024/02/04 15:35:05 - mmengine - INFO - Epoch(val) [74][ 10/196] eta: 0:00:42 time: 0.2301 data_time: 0.0215 memory: 29603 2024/02/04 15:35:08 - mmengine - INFO - Epoch(val) [74][ 20/196] eta: 0:00:53 time: 0.3723 data_time: 0.1679 memory: 1845 2024/02/04 15:35:10 - mmengine - INFO - Epoch(val) [74][ 30/196] eta: 0:00:44 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:35:12 - mmengine - INFO - Epoch(val) [74][ 40/196] eta: 0:00:39 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:35:15 - mmengine - INFO - Epoch(val) [74][ 50/196] eta: 0:00:35 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 15:35:17 - mmengine - INFO - Epoch(val) [74][ 60/196] eta: 0:00:32 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:35:19 - mmengine - INFO - Epoch(val) [74][ 70/196] eta: 0:00:29 time: 0.2047 data_time: 0.0006 memory: 1845 2024/02/04 15:35:21 - mmengine - INFO - Epoch(val) [74][ 80/196] eta: 0:00:26 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 15:35:23 - mmengine - INFO - Epoch(val) [74][ 90/196] eta: 0:00:23 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:35:25 - mmengine - INFO - Epoch(val) [74][100/196] eta: 0:00:21 time: 0.2091 data_time: 0.0003 memory: 1845 2024/02/04 15:35:27 - mmengine - INFO - Epoch(val) [74][110/196] eta: 0:00:19 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:35:29 - mmengine - INFO - Epoch(val) [74][120/196] eta: 0:00:16 time: 0.2055 data_time: 0.0014 memory: 1845 2024/02/04 15:35:31 - mmengine - INFO - Epoch(val) [74][130/196] eta: 0:00:14 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:35:33 - mmengine - INFO - Epoch(val) [74][140/196] eta: 0:00:12 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:35:35 - mmengine - INFO - Epoch(val) [74][150/196] eta: 0:00:10 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:35:37 - mmengine - INFO - Epoch(val) [74][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:35:39 - mmengine - INFO - Epoch(val) [74][170/196] eta: 0:00:05 time: 0.2058 data_time: 0.0017 memory: 1845 2024/02/04 15:35:41 - mmengine - INFO - Epoch(val) [74][180/196] eta: 0:00:03 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:35:43 - mmengine - INFO - Epoch(val) [74][190/196] eta: 0:00:01 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 15:35:53 - mmengine - INFO - Epoch(val) [74][196/196] accuracy/top1: 71.3760 accuracy/top5: 89.3220 data_time: 0.0100 time: 0.2132 2024/02/04 15:36:33 - mmengine - INFO - Epoch(train) [75][10/78] lr: 6.0265e-01 eta: 1:00:21 time: 3.9648 data_time: 1.2679 memory: 29603 loss: 1.3178 2024/02/04 15:37:04 - mmengine - INFO - Epoch(train) [75][20/78] lr: 5.9327e-01 eta: 0:59:52 time: 3.1550 data_time: 0.0047 memory: 29603 loss: 1.3298 2024/02/04 15:37:32 - mmengine - INFO - Epoch(train) [75][30/78] lr: 5.8396e-01 eta: 0:59:22 time: 2.7688 data_time: 0.0056 memory: 29603 loss: 1.3162 2024/02/04 15:38:00 - mmengine - INFO - Epoch(train) [75][40/78] lr: 5.7472e-01 eta: 0:58:53 time: 2.7813 data_time: 0.0051 memory: 29603 loss: 1.3308 2024/02/04 15:38:27 - mmengine - INFO - Epoch(train) [75][50/78] lr: 5.6554e-01 eta: 0:58:23 time: 2.6874 data_time: 0.0044 memory: 29603 loss: 1.3052 2024/02/04 15:38:54 - mmengine - INFO - Epoch(train) [75][60/78] lr: 5.5642e-01 eta: 0:57:53 time: 2.6991 data_time: 0.0055 memory: 29603 loss: 1.3318 2024/02/04 15:39:20 - mmengine - INFO - Epoch(train) [75][70/78] lr: 5.4738e-01 eta: 0:57:24 time: 2.6796 data_time: 0.0048 memory: 29603 loss: 1.3153 2024/02/04 15:39:42 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:39:42 - mmengine - INFO - Saving checkpoint at 75 epochs 2024/02/04 15:39:50 - mmengine - INFO - Epoch(val) [75][ 10/196] eta: 0:00:42 time: 0.2282 data_time: 0.0214 memory: 29603 2024/02/04 15:39:52 - mmengine - INFO - Epoch(val) [75][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:39:54 - mmengine - INFO - Epoch(val) [75][ 30/196] eta: 0:00:35 time: 0.2059 data_time: 0.0017 memory: 1845 2024/02/04 15:39:56 - mmengine - INFO - Epoch(val) [75][ 40/196] eta: 0:00:32 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:39:58 - mmengine - INFO - Epoch(val) [75][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:40:00 - mmengine - INFO - Epoch(val) [75][ 60/196] eta: 0:00:28 time: 0.2117 data_time: 0.0004 memory: 1845 2024/02/04 15:40:02 - mmengine - INFO - Epoch(val) [75][ 70/196] eta: 0:00:26 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 15:40:04 - mmengine - INFO - Epoch(val) [75][ 80/196] eta: 0:00:24 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 15:40:06 - mmengine - INFO - Epoch(val) [75][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:40:08 - mmengine - INFO - Epoch(val) [75][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:40:10 - mmengine - INFO - Epoch(val) [75][110/196] eta: 0:00:17 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:40:12 - mmengine - INFO - Epoch(val) [75][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:40:14 - mmengine - INFO - Epoch(val) [75][130/196] eta: 0:00:13 time: 0.2062 data_time: 0.0019 memory: 1845 2024/02/04 15:40:16 - mmengine - INFO - Epoch(val) [75][140/196] eta: 0:00:11 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:40:18 - mmengine - INFO - Epoch(val) [75][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:40:20 - mmengine - INFO - Epoch(val) [75][160/196] eta: 0:00:07 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:40:22 - mmengine - INFO - Epoch(val) [75][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 15:40:25 - mmengine - INFO - Epoch(val) [75][180/196] eta: 0:00:03 time: 0.2059 data_time: 0.0015 memory: 1845 2024/02/04 15:40:27 - mmengine - INFO - Epoch(val) [75][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:40:37 - mmengine - INFO - Epoch(val) [75][196/196] accuracy/top1: 71.4000 accuracy/top5: 89.2740 data_time: 0.0017 time: 0.2051 2024/02/04 15:41:20 - mmengine - INFO - Epoch(train) [76][10/78] lr: 5.3127e-01 eta: 0:56:33 time: 4.3228 data_time: 1.2272 memory: 29603 loss: 1.3087 2024/02/04 15:41:56 - mmengine - INFO - Epoch(train) [76][20/78] lr: 5.2241e-01 eta: 0:56:05 time: 3.6134 data_time: 0.9340 memory: 29603 loss: 1.3409 2024/02/04 15:42:29 - mmengine - INFO - Epoch(train) [76][30/78] lr: 5.1362e-01 eta: 0:55:37 time: 3.3618 data_time: 0.6900 memory: 29603 loss: 1.3002 2024/02/04 15:43:04 - mmengine - INFO - Epoch(train) [76][40/78] lr: 5.0490e-01 eta: 0:55:09 time: 3.4032 data_time: 0.7382 memory: 29603 loss: 1.3088 2024/02/04 15:43:50 - mmengine - INFO - Epoch(train) [76][50/78] lr: 4.9625e-01 eta: 0:54:43 time: 4.6581 data_time: 1.9791 memory: 29603 loss: 1.3308 2024/02/04 15:44:19 - mmengine - INFO - Epoch(train) [76][60/78] lr: 4.8767e-01 eta: 0:54:13 time: 2.8983 data_time: 0.2267 memory: 29603 loss: 1.3510 2024/02/04 15:44:46 - mmengine - INFO - Epoch(train) [76][70/78] lr: 4.7916e-01 eta: 0:53:43 time: 2.7061 data_time: 0.0082 memory: 29603 loss: 1.3256 2024/02/04 15:45:16 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:45:16 - mmengine - INFO - Saving checkpoint at 76 epochs 2024/02/04 15:45:24 - mmengine - INFO - Epoch(val) [76][ 10/196] eta: 0:00:42 time: 0.2311 data_time: 0.0235 memory: 29603 2024/02/04 15:45:26 - mmengine - INFO - Epoch(val) [76][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:45:29 - mmengine - INFO - Epoch(val) [76][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0008 memory: 1845 2024/02/04 15:45:31 - mmengine - INFO - Epoch(val) [76][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:45:33 - mmengine - INFO - Epoch(val) [76][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:45:35 - mmengine - INFO - Epoch(val) [76][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:45:37 - mmengine - INFO - Epoch(val) [76][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:45:39 - mmengine - INFO - Epoch(val) [76][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 15:45:41 - mmengine - INFO - Epoch(val) [76][ 90/196] eta: 0:00:22 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:45:43 - mmengine - INFO - Epoch(val) [76][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:45:45 - mmengine - INFO - Epoch(val) [76][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:45:47 - mmengine - INFO - Epoch(val) [76][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:45:49 - mmengine - INFO - Epoch(val) [76][130/196] eta: 0:00:13 time: 0.2052 data_time: 0.0009 memory: 1845 2024/02/04 15:45:51 - mmengine - INFO - Epoch(val) [76][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:45:53 - mmengine - INFO - Epoch(val) [76][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:45:55 - mmengine - INFO - Epoch(val) [76][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:45:57 - mmengine - INFO - Epoch(val) [76][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:45:59 - mmengine - INFO - Epoch(val) [76][180/196] eta: 0:00:03 time: 0.2050 data_time: 0.0008 memory: 1845 2024/02/04 15:46:01 - mmengine - INFO - Epoch(val) [76][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 15:46:11 - mmengine - INFO - Epoch(val) [76][196/196] accuracy/top1: 71.4440 accuracy/top5: 89.2820 data_time: 0.0017 time: 0.2048 2024/02/04 15:46:51 - mmengine - INFO - Epoch(train) [77][10/78] lr: 4.6400e-01 eta: 0:52:54 time: 3.9753 data_time: 1.1707 memory: 29603 loss: 1.2891 2024/02/04 15:47:20 - mmengine - INFO - Epoch(train) [77][20/78] lr: 4.5568e-01 eta: 0:52:24 time: 2.8957 data_time: 0.0045 memory: 29603 loss: 1.3197 2024/02/04 15:47:47 - mmengine - INFO - Epoch(train) [77][30/78] lr: 4.4743e-01 eta: 0:51:55 time: 2.6846 data_time: 0.0055 memory: 29603 loss: 1.3042 2024/02/04 15:48:14 - mmengine - INFO - Epoch(train) [77][40/78] lr: 4.3925e-01 eta: 0:51:25 time: 2.6941 data_time: 0.0049 memory: 29603 loss: 1.3214 2024/02/04 15:48:41 - mmengine - INFO - Epoch(train) [77][50/78] lr: 4.3114e-01 eta: 0:50:55 time: 2.6834 data_time: 0.0038 memory: 29603 loss: 1.3057 2024/02/04 15:49:07 - mmengine - INFO - Epoch(train) [77][60/78] lr: 4.2310e-01 eta: 0:50:25 time: 2.6832 data_time: 0.0050 memory: 29603 loss: 1.3106 2024/02/04 15:49:52 - mmengine - INFO - Epoch(train) [77][70/78] lr: 4.1513e-01 eta: 0:49:59 time: 4.4326 data_time: 1.7387 memory: 29603 loss: 1.3278 2024/02/04 15:49:57 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:50:13 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:50:13 - mmengine - INFO - Saving checkpoint at 77 epochs 2024/02/04 15:50:21 - mmengine - INFO - Epoch(val) [77][ 10/196] eta: 0:00:42 time: 0.2307 data_time: 0.0214 memory: 29603 2024/02/04 15:50:23 - mmengine - INFO - Epoch(val) [77][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:50:25 - mmengine - INFO - Epoch(val) [77][ 30/196] eta: 0:00:35 time: 0.2060 data_time: 0.0018 memory: 1845 2024/02/04 15:50:27 - mmengine - INFO - Epoch(val) [77][ 40/196] eta: 0:00:33 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:50:29 - mmengine - INFO - Epoch(val) [77][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:50:31 - mmengine - INFO - Epoch(val) [77][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 15:50:34 - mmengine - INFO - Epoch(val) [77][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:50:36 - mmengine - INFO - Epoch(val) [77][ 80/196] eta: 0:00:24 time: 0.2059 data_time: 0.0015 memory: 1845 2024/02/04 15:50:38 - mmengine - INFO - Epoch(val) [77][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:50:40 - mmengine - INFO - Epoch(val) [77][100/196] eta: 0:00:19 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 15:50:42 - mmengine - INFO - Epoch(val) [77][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:50:44 - mmengine - INFO - Epoch(val) [77][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:50:46 - mmengine - INFO - Epoch(val) [77][130/196] eta: 0:00:13 time: 0.2059 data_time: 0.0017 memory: 1845 2024/02/04 15:50:48 - mmengine - INFO - Epoch(val) [77][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 15:50:50 - mmengine - INFO - Epoch(val) [77][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:50:52 - mmengine - INFO - Epoch(val) [77][160/196] eta: 0:00:07 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:50:54 - mmengine - INFO - Epoch(val) [77][170/196] eta: 0:00:05 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 15:50:56 - mmengine - INFO - Epoch(val) [77][180/196] eta: 0:00:03 time: 0.2057 data_time: 0.0017 memory: 1845 2024/02/04 15:50:58 - mmengine - INFO - Epoch(val) [77][190/196] eta: 0:00:01 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 15:51:08 - mmengine - INFO - Epoch(val) [77][196/196] accuracy/top1: 71.6100 accuracy/top5: 89.3100 data_time: 0.0017 time: 0.2048 2024/02/04 15:51:48 - mmengine - INFO - Epoch(train) [78][10/78] lr: 4.0096e-01 eta: 0:49:07 time: 3.9914 data_time: 1.1781 memory: 29603 loss: 1.3459 2024/02/04 15:52:20 - mmengine - INFO - Epoch(train) [78][20/78] lr: 3.9318e-01 eta: 0:48:38 time: 3.2565 data_time: 0.0050 memory: 29603 loss: 1.2922 2024/02/04 15:52:47 - mmengine - INFO - Epoch(train) [78][30/78] lr: 3.8548e-01 eta: 0:48:09 time: 2.6917 data_time: 0.0040 memory: 29603 loss: 1.3045 2024/02/04 15:53:15 - mmengine - INFO - Epoch(train) [78][40/78] lr: 3.7785e-01 eta: 0:47:39 time: 2.7457 data_time: 0.0055 memory: 29603 loss: 1.3291 2024/02/04 15:53:45 - mmengine - INFO - Epoch(train) [78][50/78] lr: 3.7029e-01 eta: 0:47:10 time: 2.9824 data_time: 0.0058 memory: 29603 loss: 1.2988 2024/02/04 15:54:12 - mmengine - INFO - Epoch(train) [78][60/78] lr: 3.6281e-01 eta: 0:46:40 time: 2.6983 data_time: 0.0054 memory: 29603 loss: 1.3281 2024/02/04 15:54:38 - mmengine - INFO - Epoch(train) [78][70/78] lr: 3.5539e-01 eta: 0:46:10 time: 2.6769 data_time: 0.0042 memory: 29603 loss: 1.3363 2024/02/04 15:55:00 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:55:00 - mmengine - INFO - Saving checkpoint at 78 epochs 2024/02/04 15:55:08 - mmengine - INFO - Epoch(val) [78][ 10/196] eta: 0:00:43 time: 0.2321 data_time: 0.0232 memory: 29603 2024/02/04 15:55:10 - mmengine - INFO - Epoch(val) [78][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:55:12 - mmengine - INFO - Epoch(val) [78][ 30/196] eta: 0:00:35 time: 0.2063 data_time: 0.0020 memory: 1845 2024/02/04 15:55:14 - mmengine - INFO - Epoch(val) [78][ 40/196] eta: 0:00:33 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:55:16 - mmengine - INFO - Epoch(val) [78][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:55:18 - mmengine - INFO - Epoch(val) [78][ 60/196] eta: 0:00:28 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 15:55:20 - mmengine - INFO - Epoch(val) [78][ 70/196] eta: 0:00:26 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 15:55:22 - mmengine - INFO - Epoch(val) [78][ 80/196] eta: 0:00:24 time: 0.2066 data_time: 0.0022 memory: 1845 2024/02/04 15:55:24 - mmengine - INFO - Epoch(val) [78][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:55:26 - mmengine - INFO - Epoch(val) [78][100/196] eta: 0:00:19 time: 0.2090 data_time: 0.0005 memory: 1845 2024/02/04 15:55:28 - mmengine - INFO - Epoch(val) [78][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 15:55:30 - mmengine - INFO - Epoch(val) [78][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:55:32 - mmengine - INFO - Epoch(val) [78][130/196] eta: 0:00:13 time: 0.2054 data_time: 0.0010 memory: 1845 2024/02/04 15:55:34 - mmengine - INFO - Epoch(val) [78][140/196] eta: 0:00:11 time: 0.2068 data_time: 0.0004 memory: 1845 2024/02/04 15:55:37 - mmengine - INFO - Epoch(val) [78][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:55:39 - mmengine - INFO - Epoch(val) [78][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 15:55:41 - mmengine - INFO - Epoch(val) [78][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:55:43 - mmengine - INFO - Epoch(val) [78][180/196] eta: 0:00:03 time: 0.2049 data_time: 0.0007 memory: 1845 2024/02/04 15:55:45 - mmengine - INFO - Epoch(val) [78][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 15:55:54 - mmengine - INFO - Epoch(val) [78][196/196] accuracy/top1: 71.5540 accuracy/top5: 89.3600 data_time: 0.0018 time: 0.2053 2024/02/04 15:56:34 - mmengine - INFO - Epoch(train) [79][10/78] lr: 3.4223e-01 eta: 0:45:19 time: 3.9801 data_time: 1.1905 memory: 29603 loss: 1.3163 2024/02/04 15:57:01 - mmengine - INFO - Epoch(train) [79][20/78] lr: 3.3501e-01 eta: 0:44:49 time: 2.6768 data_time: 0.0050 memory: 29603 loss: 1.3143 2024/02/04 15:57:28 - mmengine - INFO - Epoch(train) [79][30/78] lr: 3.2787e-01 eta: 0:44:19 time: 2.7361 data_time: 0.0055 memory: 29603 loss: 1.2934 2024/02/04 15:57:55 - mmengine - INFO - Epoch(train) [79][40/78] lr: 3.2081e-01 eta: 0:43:49 time: 2.6790 data_time: 0.0049 memory: 29603 loss: 1.3034 2024/02/04 15:58:22 - mmengine - INFO - Epoch(train) [79][50/78] lr: 3.1381e-01 eta: 0:43:20 time: 2.6914 data_time: 0.0040 memory: 29603 loss: 1.3096 2024/02/04 15:58:49 - mmengine - INFO - Epoch(train) [79][60/78] lr: 3.0689e-01 eta: 0:42:50 time: 2.7102 data_time: 0.0039 memory: 29603 loss: 1.3205 2024/02/04 15:59:16 - mmengine - INFO - Epoch(train) [79][70/78] lr: 3.0004e-01 eta: 0:42:20 time: 2.6904 data_time: 0.0061 memory: 29603 loss: 1.3297 2024/02/04 15:59:38 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 15:59:38 - mmengine - INFO - Saving checkpoint at 79 epochs 2024/02/04 15:59:46 - mmengine - INFO - Epoch(val) [79][ 10/196] eta: 0:00:42 time: 0.2277 data_time: 0.0215 memory: 29603 2024/02/04 15:59:48 - mmengine - INFO - Epoch(val) [79][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 15:59:50 - mmengine - INFO - Epoch(val) [79][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0009 memory: 1845 2024/02/04 15:59:52 - mmengine - INFO - Epoch(val) [79][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 15:59:54 - mmengine - INFO - Epoch(val) [79][ 50/196] eta: 0:00:30 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 15:59:56 - mmengine - INFO - Epoch(val) [79][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0005 memory: 1845 2024/02/04 15:59:58 - mmengine - INFO - Epoch(val) [79][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:00:00 - mmengine - INFO - Epoch(val) [79][ 80/196] eta: 0:00:24 time: 0.2061 data_time: 0.0019 memory: 1845 2024/02/04 16:00:02 - mmengine - INFO - Epoch(val) [79][ 90/196] eta: 0:00:22 time: 0.2115 data_time: 0.0003 memory: 1845 2024/02/04 16:00:04 - mmengine - INFO - Epoch(val) [79][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:00:06 - mmengine - INFO - Epoch(val) [79][110/196] eta: 0:00:17 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:00:08 - mmengine - INFO - Epoch(val) [79][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:00:10 - mmengine - INFO - Epoch(val) [79][130/196] eta: 0:00:13 time: 0.2064 data_time: 0.0022 memory: 1845 2024/02/04 16:00:12 - mmengine - INFO - Epoch(val) [79][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:00:14 - mmengine - INFO - Epoch(val) [79][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:00:16 - mmengine - INFO - Epoch(val) [79][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:00:18 - mmengine - INFO - Epoch(val) [79][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:00:49 - mmengine - INFO - Epoch(val) [79][180/196] eta: 0:00:05 time: 3.0666 data_time: 2.8581 memory: 1845 2024/02/04 16:00:51 - mmengine - INFO - Epoch(val) [79][190/196] eta: 0:00:02 time: 0.2061 data_time: 0.0019 memory: 1845 2024/02/04 16:01:05 - mmengine - INFO - Epoch(val) [79][196/196] accuracy/top1: 71.5920 accuracy/top5: 89.3980 data_time: 0.1468 time: 0.3502 2024/02/04 16:01:44 - mmengine - INFO - Epoch(train) [80][10/78] lr: 2.8790e-01 eta: 0:41:29 time: 3.9202 data_time: 1.1731 memory: 29603 loss: 1.3028 2024/02/04 16:02:10 - mmengine - INFO - Epoch(train) [80][20/78] lr: 2.8126e-01 eta: 0:40:59 time: 2.6714 data_time: 0.0057 memory: 29603 loss: 1.2902 2024/02/04 16:02:37 - mmengine - INFO - Epoch(train) [80][30/78] lr: 2.7469e-01 eta: 0:40:29 time: 2.6992 data_time: 0.0057 memory: 29603 loss: 1.3051 2024/02/04 16:03:07 - mmengine - INFO - Epoch(train) [80][40/78] lr: 2.6820e-01 eta: 0:40:00 time: 2.9336 data_time: 0.2657 memory: 29603 loss: 1.2869 2024/02/04 16:03:34 - mmengine - INFO - Epoch(train) [80][50/78] lr: 2.6178e-01 eta: 0:39:30 time: 2.7010 data_time: 0.0058 memory: 29603 loss: 1.2918 2024/02/04 16:04:01 - mmengine - INFO - Epoch(train) [80][60/78] lr: 2.5543e-01 eta: 0:39:01 time: 2.6934 data_time: 0.0050 memory: 29603 loss: 1.3085 2024/02/04 16:04:29 - mmengine - INFO - Epoch(train) [80][70/78] lr: 2.4916e-01 eta: 0:38:31 time: 2.8180 data_time: 0.1524 memory: 29603 loss: 1.3167 2024/02/04 16:04:50 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:04:50 - mmengine - INFO - Saving checkpoint at 80 epochs 2024/02/04 16:04:58 - mmengine - INFO - Epoch(val) [80][ 10/196] eta: 0:00:42 time: 0.2298 data_time: 0.0213 memory: 29603 2024/02/04 16:05:00 - mmengine - INFO - Epoch(val) [80][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:05:02 - mmengine - INFO - Epoch(val) [80][ 30/196] eta: 0:00:35 time: 0.2065 data_time: 0.0020 memory: 1845 2024/02/04 16:05:04 - mmengine - INFO - Epoch(val) [80][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:05:06 - mmengine - INFO - Epoch(val) [80][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:05:08 - mmengine - INFO - Epoch(val) [80][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:05:10 - mmengine - INFO - Epoch(val) [80][ 70/196] eta: 0:00:26 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:05:12 - mmengine - INFO - Epoch(val) [80][ 80/196] eta: 0:00:24 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 16:05:15 - mmengine - INFO - Epoch(val) [80][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:05:17 - mmengine - INFO - Epoch(val) [80][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:05:19 - mmengine - INFO - Epoch(val) [80][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:05:21 - mmengine - INFO - Epoch(val) [80][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:05:23 - mmengine - INFO - Epoch(val) [80][130/196] eta: 0:00:13 time: 0.2075 data_time: 0.0029 memory: 1845 2024/02/04 16:05:25 - mmengine - INFO - Epoch(val) [80][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:05:27 - mmengine - INFO - Epoch(val) [80][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:05:29 - mmengine - INFO - Epoch(val) [80][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:05:31 - mmengine - INFO - Epoch(val) [80][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:05:33 - mmengine - INFO - Epoch(val) [80][180/196] eta: 0:00:03 time: 0.2060 data_time: 0.0018 memory: 1845 2024/02/04 16:05:35 - mmengine - INFO - Epoch(val) [80][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:05:45 - mmengine - INFO - Epoch(val) [80][196/196] accuracy/top1: 71.5540 accuracy/top5: 89.4480 data_time: 0.0018 time: 0.2049 2024/02/04 16:06:24 - mmengine - INFO - Epoch(train) [81][10/78] lr: 2.3807e-01 eta: 0:37:39 time: 3.9290 data_time: 1.2386 memory: 29603 loss: 1.3013 2024/02/04 16:06:52 - mmengine - INFO - Epoch(train) [81][20/78] lr: 2.3201e-01 eta: 0:37:10 time: 2.7887 data_time: 0.1268 memory: 29603 loss: 1.2816 2024/02/04 16:07:22 - mmengine - INFO - Epoch(train) [81][30/78] lr: 2.2602e-01 eta: 0:36:41 time: 3.0261 data_time: 0.3411 memory: 29603 loss: 1.2892 2024/02/04 16:07:49 - mmengine - INFO - Epoch(train) [81][40/78] lr: 2.2011e-01 eta: 0:36:11 time: 2.6760 data_time: 0.0047 memory: 29603 loss: 1.2672 2024/02/04 16:08:16 - mmengine - INFO - Epoch(train) [81][50/78] lr: 2.1428e-01 eta: 0:35:41 time: 2.6932 data_time: 0.0048 memory: 29603 loss: 1.2905 2024/02/04 16:08:43 - mmengine - INFO - Epoch(train) [81][60/78] lr: 2.0852e-01 eta: 0:35:12 time: 2.6863 data_time: 0.0041 memory: 29603 loss: 1.2935 2024/02/04 16:09:10 - mmengine - INFO - Epoch(train) [81][70/78] lr: 2.0284e-01 eta: 0:34:42 time: 2.6781 data_time: 0.0050 memory: 29603 loss: 1.3053 2024/02/04 16:09:31 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:09:31 - mmengine - INFO - Saving checkpoint at 81 epochs 2024/02/04 16:09:39 - mmengine - INFO - Epoch(val) [81][ 10/196] eta: 0:00:42 time: 0.2283 data_time: 0.0214 memory: 29603 2024/02/04 16:09:41 - mmengine - INFO - Epoch(val) [81][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:09:43 - mmengine - INFO - Epoch(val) [81][ 30/196] eta: 0:00:35 time: 0.2066 data_time: 0.0019 memory: 1845 2024/02/04 16:09:45 - mmengine - INFO - Epoch(val) [81][ 40/196] eta: 0:00:32 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:09:47 - mmengine - INFO - Epoch(val) [81][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:09:49 - mmengine - INFO - Epoch(val) [81][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:09:51 - mmengine - INFO - Epoch(val) [81][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0005 memory: 1845 2024/02/04 16:09:53 - mmengine - INFO - Epoch(val) [81][ 80/196] eta: 0:00:24 time: 0.2068 data_time: 0.0024 memory: 1845 2024/02/04 16:09:55 - mmengine - INFO - Epoch(val) [81][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:09:58 - mmengine - INFO - Epoch(val) [81][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:10:00 - mmengine - INFO - Epoch(val) [81][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:10:02 - mmengine - INFO - Epoch(val) [81][120/196] eta: 0:00:15 time: 0.2052 data_time: 0.0005 memory: 1845 2024/02/04 16:10:04 - mmengine - INFO - Epoch(val) [81][130/196] eta: 0:00:13 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 16:10:06 - mmengine - INFO - Epoch(val) [81][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:10:08 - mmengine - INFO - Epoch(val) [81][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:10:10 - mmengine - INFO - Epoch(val) [81][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:10:12 - mmengine - INFO - Epoch(val) [81][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 16:10:14 - mmengine - INFO - Epoch(val) [81][180/196] eta: 0:00:03 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 16:10:16 - mmengine - INFO - Epoch(val) [81][190/196] eta: 0:00:01 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:10:26 - mmengine - INFO - Epoch(val) [81][196/196] accuracy/top1: 71.6040 accuracy/top5: 89.4380 data_time: 0.0018 time: 0.2049 2024/02/04 16:11:10 - mmengine - INFO - Epoch(train) [82][10/78] lr: 1.9280e-01 eta: 0:33:51 time: 4.4104 data_time: 1.1909 memory: 29603 loss: 1.2831 2024/02/04 16:11:38 - mmengine - INFO - Epoch(train) [82][20/78] lr: 1.8733e-01 eta: 0:33:21 time: 2.7821 data_time: 0.0061 memory: 29603 loss: 1.2945 2024/02/04 16:12:05 - mmengine - INFO - Epoch(train) [82][30/78] lr: 1.8194e-01 eta: 0:32:52 time: 2.6955 data_time: 0.0042 memory: 29603 loss: 1.2910 2024/02/04 16:12:32 - mmengine - INFO - Epoch(train) [82][40/78] lr: 1.7662e-01 eta: 0:32:22 time: 2.6815 data_time: 0.0047 memory: 29603 loss: 1.2917 2024/02/04 16:12:59 - mmengine - INFO - Epoch(train) [82][50/78] lr: 1.7138e-01 eta: 0:31:52 time: 2.7029 data_time: 0.0040 memory: 29603 loss: 1.3292 2024/02/04 16:13:26 - mmengine - INFO - Epoch(train) [82][60/78] lr: 1.6622e-01 eta: 0:31:23 time: 2.6897 data_time: 0.0052 memory: 29603 loss: 1.3075 2024/02/04 16:13:52 - mmengine - INFO - Epoch(train) [82][70/78] lr: 1.6113e-01 eta: 0:30:53 time: 2.6871 data_time: 0.0055 memory: 29603 loss: 1.2774 2024/02/04 16:14:14 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:14:14 - mmengine - INFO - Saving checkpoint at 82 epochs 2024/02/04 16:14:22 - mmengine - INFO - Epoch(val) [82][ 10/196] eta: 0:00:42 time: 0.2292 data_time: 0.0216 memory: 29603 2024/02/04 16:14:24 - mmengine - INFO - Epoch(val) [82][ 20/196] eta: 0:00:38 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:14:26 - mmengine - INFO - Epoch(val) [82][ 30/196] eta: 0:00:35 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 16:14:28 - mmengine - INFO - Epoch(val) [82][ 40/196] eta: 0:00:32 time: 0.2065 data_time: 0.0022 memory: 1845 2024/02/04 16:14:30 - mmengine - INFO - Epoch(val) [82][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:14:32 - mmengine - INFO - Epoch(val) [82][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:14:34 - mmengine - INFO - Epoch(val) [82][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:14:36 - mmengine - INFO - Epoch(val) [82][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:14:38 - mmengine - INFO - Epoch(val) [82][ 90/196] eta: 0:00:22 time: 0.2050 data_time: 0.0008 memory: 1845 2024/02/04 16:14:40 - mmengine - INFO - Epoch(val) [82][100/196] eta: 0:00:19 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:14:42 - mmengine - INFO - Epoch(val) [82][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:14:44 - mmengine - INFO - Epoch(val) [82][120/196] eta: 0:00:15 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:14:46 - mmengine - INFO - Epoch(val) [82][130/196] eta: 0:00:13 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:14:48 - mmengine - INFO - Epoch(val) [82][140/196] eta: 0:00:11 time: 0.2067 data_time: 0.0025 memory: 1845 2024/02/04 16:14:50 - mmengine - INFO - Epoch(val) [82][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:14:52 - mmengine - INFO - Epoch(val) [82][160/196] eta: 0:00:07 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:14:54 - mmengine - INFO - Epoch(val) [82][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:14:57 - mmengine - INFO - Epoch(val) [82][180/196] eta: 0:00:03 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:14:59 - mmengine - INFO - Epoch(val) [82][190/196] eta: 0:00:01 time: 0.2067 data_time: 0.0025 memory: 1845 2024/02/04 16:15:09 - mmengine - INFO - Epoch(val) [82][196/196] accuracy/top1: 71.6300 accuracy/top5: 89.4900 data_time: 0.0018 time: 0.2049 2024/02/04 16:15:48 - mmengine - INFO - Epoch(train) [83][10/78] lr: 1.5217e-01 eta: 0:30:01 time: 3.9543 data_time: 1.1787 memory: 29603 loss: 1.3223 2024/02/04 16:16:18 - mmengine - INFO - Epoch(train) [83][20/78] lr: 1.4730e-01 eta: 0:29:32 time: 2.9951 data_time: 0.0059 memory: 29603 loss: 1.3136 2024/02/04 16:16:45 - mmengine - INFO - Epoch(train) [83][30/78] lr: 1.4251e-01 eta: 0:29:02 time: 2.7014 data_time: 0.0044 memory: 29603 loss: 1.2854 2024/02/04 16:17:12 - mmengine - INFO - Epoch(train) [83][40/78] lr: 1.3779e-01 eta: 0:28:33 time: 2.6795 data_time: 0.0059 memory: 29603 loss: 1.3004 2024/02/04 16:17:39 - mmengine - INFO - Epoch(train) [83][50/78] lr: 1.3315e-01 eta: 0:28:03 time: 2.7300 data_time: 0.0052 memory: 29603 loss: 1.3199 2024/02/04 16:18:06 - mmengine - INFO - Epoch(train) [83][60/78] lr: 1.2859e-01 eta: 0:27:34 time: 2.7098 data_time: 0.0050 memory: 29603 loss: 1.3171 2024/02/04 16:18:33 - mmengine - INFO - Epoch(train) [83][70/78] lr: 1.2411e-01 eta: 0:27:04 time: 2.7120 data_time: 0.0050 memory: 29603 loss: 1.3089 2024/02/04 16:18:55 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:18:55 - mmengine - INFO - Saving checkpoint at 83 epochs 2024/02/04 16:19:03 - mmengine - INFO - Epoch(val) [83][ 10/196] eta: 0:00:42 time: 0.2300 data_time: 0.0216 memory: 29603 2024/02/04 16:19:05 - mmengine - INFO - Epoch(val) [83][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:19:07 - mmengine - INFO - Epoch(val) [83][ 30/196] eta: 0:00:35 time: 0.2069 data_time: 0.0025 memory: 1845 2024/02/04 16:19:09 - mmengine - INFO - Epoch(val) [83][ 40/196] eta: 0:00:33 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:19:11 - mmengine - INFO - Epoch(val) [83][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:19:13 - mmengine - INFO - Epoch(val) [83][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:19:15 - mmengine - INFO - Epoch(val) [83][ 70/196] eta: 0:00:26 time: 0.2123 data_time: 0.0004 memory: 1845 2024/02/04 16:19:17 - mmengine - INFO - Epoch(val) [83][ 80/196] eta: 0:00:24 time: 0.2061 data_time: 0.0018 memory: 1845 2024/02/04 16:19:19 - mmengine - INFO - Epoch(val) [83][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:19:21 - mmengine - INFO - Epoch(val) [83][100/196] eta: 0:00:20 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:19:23 - mmengine - INFO - Epoch(val) [83][110/196] eta: 0:00:17 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 16:19:25 - mmengine - INFO - Epoch(val) [83][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:19:27 - mmengine - INFO - Epoch(val) [83][130/196] eta: 0:00:13 time: 0.2062 data_time: 0.0015 memory: 1845 2024/02/04 16:19:29 - mmengine - INFO - Epoch(val) [83][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:19:31 - mmengine - INFO - Epoch(val) [83][150/196] eta: 0:00:09 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 16:19:34 - mmengine - INFO - Epoch(val) [83][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:19:36 - mmengine - INFO - Epoch(val) [83][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 16:19:38 - mmengine - INFO - Epoch(val) [83][180/196] eta: 0:00:03 time: 0.2063 data_time: 0.0017 memory: 1845 2024/02/04 16:19:40 - mmengine - INFO - Epoch(val) [83][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:19:50 - mmengine - INFO - Epoch(val) [83][196/196] accuracy/top1: 71.7800 accuracy/top5: 89.4680 data_time: 0.0018 time: 0.2054 2024/02/04 16:20:32 - mmengine - INFO - Epoch(train) [84][10/78] lr: 1.1624e-01 eta: 0:26:12 time: 4.1942 data_time: 1.2598 memory: 29603 loss: 1.2777 2024/02/04 16:20:58 - mmengine - INFO - Epoch(train) [84][20/78] lr: 1.1198e-01 eta: 0:25:43 time: 2.6832 data_time: 0.0045 memory: 29603 loss: 1.3152 2024/02/04 16:21:26 - mmengine - INFO - Epoch(train) [84][30/78] lr: 1.0779e-01 eta: 0:25:13 time: 2.7587 data_time: 0.0056 memory: 29603 loss: 1.2989 2024/02/04 16:21:55 - mmengine - INFO - Epoch(train) [84][40/78] lr: 1.0368e-01 eta: 0:24:44 time: 2.9310 data_time: 0.0037 memory: 29603 loss: 1.2743 2024/02/04 16:22:22 - mmengine - INFO - Epoch(train) [84][50/78] lr: 9.9654e-02 eta: 0:24:14 time: 2.6899 data_time: 0.0051 memory: 29603 loss: 1.2913 2024/02/04 16:22:49 - mmengine - INFO - Epoch(train) [84][60/78] lr: 9.5704e-02 eta: 0:23:45 time: 2.6968 data_time: 0.0048 memory: 29603 loss: 1.2922 2024/02/04 16:23:16 - mmengine - INFO - Epoch(train) [84][70/78] lr: 9.1833e-02 eta: 0:23:15 time: 2.7007 data_time: 0.0050 memory: 29603 loss: 1.2711 2024/02/04 16:23:38 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:23:38 - mmengine - INFO - Saving checkpoint at 84 epochs 2024/02/04 16:23:45 - mmengine - INFO - Epoch(val) [84][ 10/196] eta: 0:00:42 time: 0.2289 data_time: 0.0213 memory: 29603 2024/02/04 16:23:47 - mmengine - INFO - Epoch(val) [84][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:23:49 - mmengine - INFO - Epoch(val) [84][ 30/196] eta: 0:00:35 time: 0.2051 data_time: 0.0008 memory: 1845 2024/02/04 16:23:51 - mmengine - INFO - Epoch(val) [84][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:23:54 - mmengine - INFO - Epoch(val) [84][ 50/196] eta: 0:00:30 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:23:56 - mmengine - INFO - Epoch(val) [84][ 60/196] eta: 0:00:28 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:23:58 - mmengine - INFO - Epoch(val) [84][ 70/196] eta: 0:00:26 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 16:24:00 - mmengine - INFO - Epoch(val) [84][ 80/196] eta: 0:00:24 time: 0.2060 data_time: 0.0017 memory: 1845 2024/02/04 16:24:02 - mmengine - INFO - Epoch(val) [84][ 90/196] eta: 0:00:22 time: 0.2125 data_time: 0.0004 memory: 1845 2024/02/04 16:24:04 - mmengine - INFO - Epoch(val) [84][100/196] eta: 0:00:19 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:24:06 - mmengine - INFO - Epoch(val) [84][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:24:08 - mmengine - INFO - Epoch(val) [84][120/196] eta: 0:00:15 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:24:10 - mmengine - INFO - Epoch(val) [84][130/196] eta: 0:00:13 time: 0.2057 data_time: 0.0014 memory: 1845 2024/02/04 16:24:12 - mmengine - INFO - Epoch(val) [84][140/196] eta: 0:00:11 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:24:14 - mmengine - INFO - Epoch(val) [84][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0003 memory: 1845 2024/02/04 16:24:16 - mmengine - INFO - Epoch(val) [84][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:24:18 - mmengine - INFO - Epoch(val) [84][170/196] eta: 0:00:05 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:24:20 - mmengine - INFO - Epoch(val) [84][180/196] eta: 0:00:03 time: 0.2059 data_time: 0.0018 memory: 1845 2024/02/04 16:24:22 - mmengine - INFO - Epoch(val) [84][190/196] eta: 0:00:01 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 16:24:32 - mmengine - INFO - Epoch(val) [84][196/196] accuracy/top1: 71.6960 accuracy/top5: 89.5000 data_time: 0.0016 time: 0.2050 2024/02/04 16:25:14 - mmengine - INFO - Epoch(train) [85][10/78] lr: 8.5063e-02 eta: 0:22:23 time: 4.2460 data_time: 1.2470 memory: 29603 loss: 1.2876 2024/02/04 16:25:42 - mmengine - INFO - Epoch(train) [85][20/78] lr: 8.1413e-02 eta: 0:21:54 time: 2.7408 data_time: 0.0047 memory: 29603 loss: 1.2906 2024/02/04 16:26:09 - mmengine - INFO - Epoch(train) [85][30/78] lr: 7.7841e-02 eta: 0:21:24 time: 2.6957 data_time: 0.0049 memory: 29603 loss: 1.3016 2024/02/04 16:26:36 - mmengine - INFO - Epoch(train) [85][40/78] lr: 7.4349e-02 eta: 0:20:55 time: 2.7017 data_time: 0.0045 memory: 29603 loss: 1.2819 2024/02/04 16:27:06 - mmengine - INFO - Epoch(train) [85][50/78] lr: 7.0936e-02 eta: 0:20:26 time: 2.9864 data_time: 0.3054 memory: 29603 loss: 1.2910 2024/02/04 16:27:33 - mmengine - INFO - Epoch(train) [85][60/78] lr: 6.7602e-02 eta: 0:19:56 time: 2.6868 data_time: 0.0039 memory: 29603 loss: 1.3083 2024/02/04 16:27:59 - mmengine - INFO - Epoch(train) [85][70/78] lr: 6.4348e-02 eta: 0:19:27 time: 2.6797 data_time: 0.0050 memory: 29603 loss: 1.2890 2024/02/04 16:28:21 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:28:21 - mmengine - INFO - Saving checkpoint at 85 epochs 2024/02/04 16:28:29 - mmengine - INFO - Epoch(val) [85][ 10/196] eta: 0:00:42 time: 0.2286 data_time: 0.0215 memory: 29603 2024/02/04 16:28:31 - mmengine - INFO - Epoch(val) [85][ 20/196] eta: 0:00:38 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:28:33 - mmengine - INFO - Epoch(val) [85][ 30/196] eta: 0:00:35 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:28:35 - mmengine - INFO - Epoch(val) [85][ 40/196] eta: 0:00:32 time: 0.2066 data_time: 0.0023 memory: 1845 2024/02/04 16:28:37 - mmengine - INFO - Epoch(val) [85][ 50/196] eta: 0:00:30 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:28:39 - mmengine - INFO - Epoch(val) [85][ 60/196] eta: 0:00:28 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:28:41 - mmengine - INFO - Epoch(val) [85][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:28:43 - mmengine - INFO - Epoch(val) [85][ 80/196] eta: 0:00:24 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:28:45 - mmengine - INFO - Epoch(val) [85][ 90/196] eta: 0:00:22 time: 0.2059 data_time: 0.0016 memory: 1845 2024/02/04 16:28:47 - mmengine - INFO - Epoch(val) [85][100/196] eta: 0:00:19 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 16:28:49 - mmengine - INFO - Epoch(val) [85][110/196] eta: 0:00:17 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:28:51 - mmengine - INFO - Epoch(val) [85][120/196] eta: 0:00:15 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:28:53 - mmengine - INFO - Epoch(val) [85][130/196] eta: 0:00:13 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:28:55 - mmengine - INFO - Epoch(val) [85][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0008 memory: 1845 2024/02/04 16:28:57 - mmengine - INFO - Epoch(val) [85][150/196] eta: 0:00:09 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:28:59 - mmengine - INFO - Epoch(val) [85][160/196] eta: 0:00:07 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:29:01 - mmengine - INFO - Epoch(val) [85][170/196] eta: 0:00:05 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:29:03 - mmengine - INFO - Epoch(val) [85][180/196] eta: 0:00:03 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:29:05 - mmengine - INFO - Epoch(val) [85][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0008 memory: 1845 2024/02/04 16:29:15 - mmengine - INFO - Epoch(val) [85][196/196] accuracy/top1: 71.7600 accuracy/top5: 89.4960 data_time: 0.0016 time: 0.2046 2024/02/04 16:29:55 - mmengine - INFO - Epoch(train) [86][10/78] lr: 5.8691e-02 eta: 0:18:34 time: 3.9431 data_time: 1.2427 memory: 29603 loss: 1.2830 2024/02/04 16:30:26 - mmengine - INFO - Epoch(train) [86][20/78] lr: 5.5659e-02 eta: 0:18:05 time: 3.1235 data_time: 0.0045 memory: 29603 loss: 1.3024 2024/02/04 16:30:53 - mmengine - INFO - Epoch(train) [86][30/78] lr: 5.2707e-02 eta: 0:17:36 time: 2.7066 data_time: 0.0073 memory: 29603 loss: 1.2917 2024/02/04 16:31:20 - mmengine - INFO - Epoch(train) [86][40/78] lr: 4.9835e-02 eta: 0:17:06 time: 2.6928 data_time: 0.0046 memory: 29603 loss: 1.3072 2024/02/04 16:31:47 - mmengine - INFO - Epoch(train) [86][50/78] lr: 4.7043e-02 eta: 0:16:37 time: 2.6971 data_time: 0.0054 memory: 29603 loss: 1.2980 2024/02/04 16:32:14 - mmengine - INFO - Epoch(train) [86][60/78] lr: 4.4330e-02 eta: 0:16:07 time: 2.6866 data_time: 0.0051 memory: 29603 loss: 1.3058 2024/02/04 16:32:41 - mmengine - INFO - Epoch(train) [86][70/78] lr: 4.1698e-02 eta: 0:15:38 time: 2.6888 data_time: 0.0057 memory: 29603 loss: 1.3131 2024/02/04 16:33:02 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:33:02 - mmengine - INFO - Saving checkpoint at 86 epochs 2024/02/04 16:33:10 - mmengine - INFO - Epoch(val) [86][ 10/196] eta: 0:00:42 time: 0.2285 data_time: 0.0217 memory: 29603 2024/02/04 16:33:12 - mmengine - INFO - Epoch(val) [86][ 20/196] eta: 0:00:38 time: 0.2049 data_time: 0.0006 memory: 1845 2024/02/04 16:33:14 - mmengine - INFO - Epoch(val) [86][ 30/196] eta: 0:00:35 time: 0.2062 data_time: 0.0016 memory: 1845 2024/02/04 16:33:16 - mmengine - INFO - Epoch(val) [86][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:33:18 - mmengine - INFO - Epoch(val) [86][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:33:21 - mmengine - INFO - Epoch(val) [86][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:33:23 - mmengine - INFO - Epoch(val) [86][ 70/196] eta: 0:00:26 time: 0.2050 data_time: 0.0006 memory: 1845 2024/02/04 16:33:25 - mmengine - INFO - Epoch(val) [86][ 80/196] eta: 0:00:24 time: 0.2058 data_time: 0.0015 memory: 1845 2024/02/04 16:33:27 - mmengine - INFO - Epoch(val) [86][ 90/196] eta: 0:00:22 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:33:29 - mmengine - INFO - Epoch(val) [86][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:33:31 - mmengine - INFO - Epoch(val) [86][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:33:33 - mmengine - INFO - Epoch(val) [86][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0006 memory: 1845 2024/02/04 16:33:35 - mmengine - INFO - Epoch(val) [86][130/196] eta: 0:00:13 time: 0.2059 data_time: 0.0015 memory: 1845 2024/02/04 16:33:37 - mmengine - INFO - Epoch(val) [86][140/196] eta: 0:00:11 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:33:39 - mmengine - INFO - Epoch(val) [86][150/196] eta: 0:00:09 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:33:41 - mmengine - INFO - Epoch(val) [86][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:33:43 - mmengine - INFO - Epoch(val) [86][170/196] eta: 0:00:05 time: 0.2049 data_time: 0.0006 memory: 1845 2024/02/04 16:33:45 - mmengine - INFO - Epoch(val) [86][180/196] eta: 0:00:03 time: 0.2059 data_time: 0.0015 memory: 1845 2024/02/04 16:33:47 - mmengine - INFO - Epoch(val) [86][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:33:57 - mmengine - INFO - Epoch(val) [86][196/196] accuracy/top1: 71.7440 accuracy/top5: 89.4920 data_time: 0.0017 time: 0.2048 2024/02/04 16:34:36 - mmengine - INFO - Epoch(train) [87][10/78] lr: 3.7162e-02 eta: 0:14:45 time: 3.9419 data_time: 1.2032 memory: 29603 loss: 1.2869 2024/02/04 16:35:03 - mmengine - INFO - Epoch(train) [87][20/78] lr: 3.4753e-02 eta: 0:14:16 time: 2.6983 data_time: 0.0046 memory: 29603 loss: 1.2813 2024/02/04 16:35:30 - mmengine - INFO - Epoch(train) [87][30/78] lr: 3.2426e-02 eta: 0:13:47 time: 2.6799 data_time: 0.0047 memory: 29603 loss: 1.2996 2024/02/04 16:36:01 - mmengine - INFO - Epoch(train) [87][40/78] lr: 3.0178e-02 eta: 0:13:17 time: 3.0406 data_time: 0.0048 memory: 29603 loss: 1.2981 2024/02/04 16:36:28 - mmengine - INFO - Epoch(train) [87][50/78] lr: 2.8011e-02 eta: 0:12:48 time: 2.6948 data_time: 0.0050 memory: 29603 loss: 1.2876 2024/02/04 16:36:55 - mmengine - INFO - Epoch(train) [87][60/78] lr: 2.5924e-02 eta: 0:12:18 time: 2.6973 data_time: 0.0049 memory: 29603 loss: 1.2859 2024/02/04 16:37:21 - mmengine - INFO - Epoch(train) [87][70/78] lr: 2.3918e-02 eta: 0:11:49 time: 2.6867 data_time: 0.0051 memory: 29603 loss: 1.3294 2024/02/04 16:37:43 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:37:43 - mmengine - INFO - Saving checkpoint at 87 epochs 2024/02/04 16:37:51 - mmengine - INFO - Epoch(val) [87][ 10/196] eta: 0:00:42 time: 0.2279 data_time: 0.0213 memory: 29603 2024/02/04 16:37:53 - mmengine - INFO - Epoch(val) [87][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:37:55 - mmengine - INFO - Epoch(val) [87][ 30/196] eta: 0:00:35 time: 0.2064 data_time: 0.0018 memory: 1845 2024/02/04 16:37:57 - mmengine - INFO - Epoch(val) [87][ 40/196] eta: 0:00:32 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:37:59 - mmengine - INFO - Epoch(val) [87][ 50/196] eta: 0:00:30 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 16:38:01 - mmengine - INFO - Epoch(val) [87][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:38:03 - mmengine - INFO - Epoch(val) [87][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:38:05 - mmengine - INFO - Epoch(val) [87][ 80/196] eta: 0:00:24 time: 0.2080 data_time: 0.0037 memory: 1845 2024/02/04 16:38:07 - mmengine - INFO - Epoch(val) [87][ 90/196] eta: 0:00:22 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:38:09 - mmengine - INFO - Epoch(val) [87][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:38:11 - mmengine - INFO - Epoch(val) [87][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:38:13 - mmengine - INFO - Epoch(val) [87][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:38:15 - mmengine - INFO - Epoch(val) [87][130/196] eta: 0:00:13 time: 0.2084 data_time: 0.0040 memory: 1845 2024/02/04 16:38:17 - mmengine - INFO - Epoch(val) [87][140/196] eta: 0:00:11 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:38:19 - mmengine - INFO - Epoch(val) [87][150/196] eta: 0:00:09 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:38:22 - mmengine - INFO - Epoch(val) [87][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:38:24 - mmengine - INFO - Epoch(val) [87][170/196] eta: 0:00:05 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 16:38:26 - mmengine - INFO - Epoch(val) [87][180/196] eta: 0:00:03 time: 0.2065 data_time: 0.0021 memory: 1845 2024/02/04 16:38:28 - mmengine - INFO - Epoch(val) [87][190/196] eta: 0:00:01 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:38:38 - mmengine - INFO - Epoch(val) [87][196/196] accuracy/top1: 71.7080 accuracy/top5: 89.5100 data_time: 0.0020 time: 0.2051 2024/02/04 16:39:17 - mmengine - INFO - Epoch(train) [88][10/78] lr: 2.0509e-02 eta: 0:10:56 time: 3.9552 data_time: 1.2940 memory: 29603 loss: 1.2846 2024/02/04 16:39:44 - mmengine - INFO - Epoch(train) [88][20/78] lr: 1.8729e-02 eta: 0:10:27 time: 2.7154 data_time: 0.0046 memory: 29603 loss: 1.2878 2024/02/04 16:40:18 - mmengine - INFO - Epoch(train) [88][30/78] lr: 1.7028e-02 eta: 0:09:58 time: 3.3504 data_time: 0.6741 memory: 29603 loss: 1.3053 2024/02/04 16:40:54 - mmengine - INFO - Epoch(train) [88][40/78] lr: 1.5409e-02 eta: 0:09:29 time: 3.6471 data_time: 0.9752 memory: 29603 loss: 1.2906 2024/02/04 16:41:38 - mmengine - INFO - Epoch(train) [88][50/78] lr: 1.3870e-02 eta: 0:09:00 time: 4.3912 data_time: 1.7184 memory: 29603 loss: 1.3084 2024/02/04 16:42:15 - mmengine - INFO - Epoch(train) [88][60/78] lr: 1.2412e-02 eta: 0:08:31 time: 3.6866 data_time: 1.0036 memory: 29603 loss: 1.3222 2024/02/04 16:42:42 - mmengine - INFO - Epoch(train) [88][70/78] lr: 1.1035e-02 eta: 0:08:01 time: 2.6894 data_time: 0.0086 memory: 29603 loss: 1.3124 2024/02/04 16:43:04 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:43:04 - mmengine - INFO - Saving checkpoint at 88 epochs 2024/02/04 16:43:45 - mmengine - INFO - Epoch(val) [88][ 10/196] eta: 0:00:42 time: 0.2286 data_time: 0.0211 memory: 29603 2024/02/04 16:43:49 - mmengine - INFO - Epoch(val) [88][ 20/196] eta: 0:00:53 time: 0.3815 data_time: 0.1739 memory: 1845 2024/02/04 16:43:53 - mmengine - INFO - Epoch(val) [88][ 30/196] eta: 0:00:57 time: 0.4241 data_time: 0.2167 memory: 1845 2024/02/04 16:43:55 - mmengine - INFO - Epoch(val) [88][ 40/196] eta: 0:00:48 time: 0.2046 data_time: 0.0005 memory: 1845 2024/02/04 16:44:04 - mmengine - INFO - Epoch(val) [88][ 50/196] eta: 0:01:02 time: 0.9172 data_time: 0.7087 memory: 1845 2024/02/04 16:44:06 - mmengine - INFO - Epoch(val) [88][ 60/196] eta: 0:00:53 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:44:08 - mmengine - INFO - Epoch(val) [88][ 70/196] eta: 0:00:46 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 16:44:11 - mmengine - INFO - Epoch(val) [88][ 80/196] eta: 0:00:40 time: 0.2045 data_time: 0.0003 memory: 1845 2024/02/04 16:44:13 - mmengine - INFO - Epoch(val) [88][ 90/196] eta: 0:00:36 time: 0.2891 data_time: 0.0850 memory: 1845 2024/02/04 16:44:15 - mmengine - INFO - Epoch(val) [88][100/196] eta: 0:00:31 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 16:44:18 - mmengine - INFO - Epoch(val) [88][110/196] eta: 0:00:27 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 16:44:20 - mmengine - INFO - Epoch(val) [88][120/196] eta: 0:00:23 time: 0.2043 data_time: 0.0003 memory: 1845 2024/02/04 16:44:22 - mmengine - INFO - Epoch(val) [88][130/196] eta: 0:00:19 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:44:24 - mmengine - INFO - Epoch(val) [88][140/196] eta: 0:00:16 time: 0.2057 data_time: 0.0016 memory: 1845 2024/02/04 16:44:26 - mmengine - INFO - Epoch(val) [88][150/196] eta: 0:00:13 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 16:44:28 - mmengine - INFO - Epoch(val) [88][160/196] eta: 0:00:10 time: 0.2044 data_time: 0.0003 memory: 1845 2024/02/04 16:44:30 - mmengine - INFO - Epoch(val) [88][170/196] eta: 0:00:07 time: 0.2065 data_time: 0.0025 memory: 1845 2024/02/04 16:44:32 - mmengine - INFO - Epoch(val) [88][180/196] eta: 0:00:04 time: 0.2044 data_time: 0.0004 memory: 1845 2024/02/04 16:44:34 - mmengine - INFO - Epoch(val) [88][190/196] eta: 0:00:01 time: 0.2066 data_time: 0.0025 memory: 1845 2024/02/04 16:44:44 - mmengine - INFO - Epoch(val) [88][196/196] accuracy/top1: 71.7700 accuracy/top5: 89.5140 data_time: 0.0617 time: 0.2651 2024/02/04 16:45:24 - mmengine - INFO - Epoch(train) [89][10/78] lr: 8.7597e-03 eta: 0:07:09 time: 3.9687 data_time: 1.1830 memory: 29603 loss: 1.2903 2024/02/04 16:45:51 - mmengine - INFO - Epoch(train) [89][20/78] lr: 7.6089e-03 eta: 0:06:39 time: 2.7477 data_time: 0.0038 memory: 29603 loss: 1.2871 2024/02/04 16:46:18 - mmengine - INFO - Epoch(train) [89][30/78] lr: 6.5390e-03 eta: 0:06:10 time: 2.6896 data_time: 0.0049 memory: 29603 loss: 1.2899 2024/02/04 16:46:45 - mmengine - INFO - Epoch(train) [89][40/78] lr: 5.5500e-03 eta: 0:05:40 time: 2.6832 data_time: 0.0056 memory: 29603 loss: 1.3376 2024/02/04 16:47:12 - mmengine - INFO - Epoch(train) [89][50/78] lr: 4.6421e-03 eta: 0:05:11 time: 2.6944 data_time: 0.0052 memory: 29603 loss: 1.2688 2024/02/04 16:47:39 - mmengine - INFO - Epoch(train) [89][60/78] lr: 3.8151e-03 eta: 0:04:41 time: 2.6897 data_time: 0.0058 memory: 29603 loss: 1.3115 2024/02/04 16:48:05 - mmengine - INFO - Epoch(train) [89][70/78] lr: 3.0692e-03 eta: 0:04:12 time: 2.6798 data_time: 0.0054 memory: 29603 loss: 1.3045 2024/02/04 16:48:27 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:48:27 - mmengine - INFO - Saving checkpoint at 89 epochs 2024/02/04 16:48:35 - mmengine - INFO - Epoch(val) [89][ 10/196] eta: 0:00:42 time: 0.2302 data_time: 0.0214 memory: 29603 2024/02/04 16:48:37 - mmengine - INFO - Epoch(val) [89][ 20/196] eta: 0:00:38 time: 0.2050 data_time: 0.0004 memory: 1845 2024/02/04 16:48:39 - mmengine - INFO - Epoch(val) [89][ 30/196] eta: 0:00:35 time: 0.2052 data_time: 0.0007 memory: 1845 2024/02/04 16:48:41 - mmengine - INFO - Epoch(val) [89][ 40/196] eta: 0:00:32 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:48:43 - mmengine - INFO - Epoch(val) [89][ 50/196] eta: 0:00:30 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 16:48:45 - mmengine - INFO - Epoch(val) [89][ 60/196] eta: 0:00:28 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:48:47 - mmengine - INFO - Epoch(val) [89][ 70/196] eta: 0:00:26 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:48:49 - mmengine - INFO - Epoch(val) [89][ 80/196] eta: 0:00:24 time: 0.2063 data_time: 0.0019 memory: 1845 2024/02/04 16:48:51 - mmengine - INFO - Epoch(val) [89][ 90/196] eta: 0:00:22 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:48:53 - mmengine - INFO - Epoch(val) [89][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 16:48:55 - mmengine - INFO - Epoch(val) [89][110/196] eta: 0:00:17 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:48:57 - mmengine - INFO - Epoch(val) [89][120/196] eta: 0:00:15 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:48:59 - mmengine - INFO - Epoch(val) [89][130/196] eta: 0:00:13 time: 0.2049 data_time: 0.0007 memory: 1845 2024/02/04 16:49:01 - mmengine - INFO - Epoch(val) [89][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:49:03 - mmengine - INFO - Epoch(val) [89][150/196] eta: 0:00:09 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 16:49:05 - mmengine - INFO - Epoch(val) [89][160/196] eta: 0:00:07 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:49:07 - mmengine - INFO - Epoch(val) [89][170/196] eta: 0:00:05 time: 0.2048 data_time: 0.0005 memory: 1845 2024/02/04 16:49:09 - mmengine - INFO - Epoch(val) [89][180/196] eta: 0:00:03 time: 0.2052 data_time: 0.0009 memory: 1845 2024/02/04 16:49:12 - mmengine - INFO - Epoch(val) [89][190/196] eta: 0:00:01 time: 0.2046 data_time: 0.0004 memory: 1845 2024/02/04 16:49:21 - mmengine - INFO - Epoch(val) [89][196/196] accuracy/top1: 71.7340 accuracy/top5: 89.5060 data_time: 0.0016 time: 0.2048 2024/02/04 16:50:01 - mmengine - INFO - Epoch(train) [90][10/78] lr: 1.9307e-03 eta: 0:03:19 time: 3.9533 data_time: 1.2187 memory: 29603 loss: 1.2692 2024/02/04 16:50:28 - mmengine - INFO - Epoch(train) [90][20/78] lr: 1.4116e-03 eta: 0:02:50 time: 2.6917 data_time: 0.0039 memory: 29603 loss: 1.3215 2024/02/04 16:50:59 - mmengine - INFO - Epoch(train) [90][30/78] lr: 9.7369e-04 eta: 0:02:20 time: 3.1592 data_time: 0.0057 memory: 29603 loss: 1.3019 2024/02/04 16:51:27 - mmengine - INFO - Epoch(train) [90][40/78] lr: 6.1683e-04 eta: 0:01:51 time: 2.7521 data_time: 0.0051 memory: 29603 loss: 1.2840 2024/02/04 16:51:54 - mmengine - INFO - Epoch(train) [90][50/78] lr: 3.4107e-04 eta: 0:01:22 time: 2.6906 data_time: 0.0052 memory: 29603 loss: 1.3211 2024/02/04 16:52:15 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:52:21 - mmengine - INFO - Epoch(train) [90][60/78] lr: 1.4640e-04 eta: 0:00:52 time: 2.6870 data_time: 0.0074 memory: 29603 loss: 1.2994 2024/02/04 16:52:48 - mmengine - INFO - Epoch(train) [90][70/78] lr: 3.2850e-05 eta: 0:00:23 time: 2.6916 data_time: 0.0037 memory: 29603 loss: 1.2844 2024/02/04 16:53:09 - mmengine - INFO - Exp name: lama-base-p16_8xb2048-linear-coslr-1600-90e_in1k_20240204_094440 2024/02/04 16:53:09 - mmengine - INFO - Saving checkpoint at 90 epochs 2024/02/04 16:53:17 - mmengine - INFO - Epoch(val) [90][ 10/196] eta: 0:00:42 time: 0.2284 data_time: 0.0214 memory: 29603 2024/02/04 16:53:19 - mmengine - INFO - Epoch(val) [90][ 20/196] eta: 0:00:38 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:53:21 - mmengine - INFO - Epoch(val) [90][ 30/196] eta: 0:00:35 time: 0.2062 data_time: 0.0018 memory: 1845 2024/02/04 16:53:23 - mmengine - INFO - Epoch(val) [90][ 40/196] eta: 0:00:32 time: 0.2051 data_time: 0.0005 memory: 1845 2024/02/04 16:53:25 - mmengine - INFO - Epoch(val) [90][ 50/196] eta: 0:00:30 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:53:27 - mmengine - INFO - Epoch(val) [90][ 60/196] eta: 0:00:28 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:53:29 - mmengine - INFO - Epoch(val) [90][ 70/196] eta: 0:00:26 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:53:31 - mmengine - INFO - Epoch(val) [90][ 80/196] eta: 0:00:24 time: 0.2133 data_time: 0.0016 memory: 1845 2024/02/04 16:53:33 - mmengine - INFO - Epoch(val) [90][ 90/196] eta: 0:00:22 time: 0.2051 data_time: 0.0006 memory: 1845 2024/02/04 16:53:35 - mmengine - INFO - Epoch(val) [90][100/196] eta: 0:00:19 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:53:37 - mmengine - INFO - Epoch(val) [90][110/196] eta: 0:00:17 time: 0.2048 data_time: 0.0004 memory: 1845 2024/02/04 16:53:40 - mmengine - INFO - Epoch(val) [90][120/196] eta: 0:00:15 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:53:42 - mmengine - INFO - Epoch(val) [90][130/196] eta: 0:00:13 time: 0.2060 data_time: 0.0016 memory: 1845 2024/02/04 16:53:44 - mmengine - INFO - Epoch(val) [90][140/196] eta: 0:00:11 time: 0.2049 data_time: 0.0005 memory: 1845 2024/02/04 16:53:46 - mmengine - INFO - Epoch(val) [90][150/196] eta: 0:00:09 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:53:48 - mmengine - INFO - Epoch(val) [90][160/196] eta: 0:00:07 time: 0.2049 data_time: 0.0004 memory: 1845 2024/02/04 16:53:50 - mmengine - INFO - Epoch(val) [90][170/196] eta: 0:00:05 time: 0.2047 data_time: 0.0004 memory: 1845 2024/02/04 16:53:52 - mmengine - INFO - Epoch(val) [90][180/196] eta: 0:00:03 time: 0.2054 data_time: 0.0012 memory: 1845 2024/02/04 16:53:54 - mmengine - INFO - Epoch(val) [90][190/196] eta: 0:00:01 time: 0.2045 data_time: 0.0004 memory: 1845 2024/02/04 16:54:04 - mmengine - INFO - Epoch(val) [90][196/196] accuracy/top1: 71.7420 accuracy/top5: 89.5000 data_time: 0.0017 time: 0.2052