[Bug] RuntimeError: Trying to create tensor with negative dimension -512: [-512]

Open HePengguang opened this issue 2 years ago • 1 comments

Describe the bug

A clear and concise description of what the bug is.

当我在运行剪枝任务，group fisher时，遇到了该错误，无法解决

To Reproduce

The command you executed.

python .\tools\train.py .\configs\pruning\base\group_fisher\group_fisher_prune_feces.py

Post related information

The output of pip list | grep "mmcv\|mmrazor\|^torch"
Your config file if you modified it or created a new one.

_base_ = 'mmseg::ddrnet/ddrnet_23-slim_in1k-nopre_2xb6-6k_feces-224x224-cbam.py'
**pretrained_path** = 'D:\Allcode\mmlab\mmsegmentation-dev-1.x\work_dirs\ddrnet_23-slim_in1k-nopre_2xb6-6k_feces-224x224-cbam\\best_mIoU_iter_6000.pth'
interval = 10
normalization_type = 'act'
lr_ratio = 0.1
target_flop_ratio = 0.5
**input_shape** = (1, 3, 224, 224)

Your train log file if you meet the problem during training. 10/09 19:24:58 - mmengine - INFO -

System environment: sys.platform: win32 Python: 3.8.17 (default, Jul 5 2023, 20:44:21) [MSC v.1916 64 bit (AMD64)] CUDA available: True numpy_random_seed: 304 GPU 0: NVIDIA GeForce RTX 3080 CUDA_HOME: C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.7 NVCC: Cuda compilation tools, release 11.7, V11.7.64 MSVC: 用于 x64 的 Microsoft (R) C/C++ 优化编译器 19.28.29334 版 GCC: n/a PyTorch: 1.13.1+cu117 PyTorch compiling details: PyTorch built with:

C++ Version: 199711
MSVC 192829337
Intel(R) Math Kernel Library Version 2020.0.2 Product Build 20200624 for Intel(R) 64 architecture applications
Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815)
OpenMP 2019
LAPACK is enabled (usually provided by MKL)
CPU capability usage: AVX2
CUDA Runtime 11.7
NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_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 8.5
Magma 2.5.4
Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=C:/actions-runner/_work/pytorch/pytorch/builder/windows/tmp_bin/sccache-cl.exe, CXX_FLAGS=/DWIN32 /D_WINDOWS /GR /EHsc /w /bigobj -DUSE_PTHREADPOOL -openmp:experimental -IC:/actions-runner/_work/pyt orch/pytorch/builder/windows/mkl/include -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOCUPTI -DUSE_FBGEMM -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION _PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=OFF, USE_NNPACK=OFF, USE_OPENMP=ON, USE_ROCM=OFF,

TorchVision: 0.14.1+cu117 OpenCV: 4.8.0 MMEngine: 0.8.4

Runtime environment: cudnn_benchmark: True mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: 304 Distributed launcher: none Distributed training: False GPU number: 1

10/09 19:24:59 - mmengine - INFO - Config: architecture = dict( scope='mmseg', backbone=dict( align_corners=False, channels=32, in_channels=3, init_cfg=None, norm_cfg=dict(requires_grad=True, type='SyncBN'), ppm_channels=128, type='DDRNet1'), data_preprocessor=dict( scope='mmseg', bgr_to_rgb=True, mean=[ 123.675, 116.28, 103.53, ], pad_val=0, seg_pad_val=255, size=( 224, 224, ), std=[ 58.395, 57.12, 57.375, ], type='SegDataPreProcessor'), decode_head=dict( align_corners=False, channels=64, dropout_ratio=0.0, in_channels=128, loss_decode=[ dict( class_weight=[ 0.8, 0.9, 1.1, 1.1, ], loss_weight=1.0, min_kept=131072, thres=0.9, type='OhemCrossEntropy'), dict( class_weight=[ 0.8, 0.9, 1.1, 1.1, ], loss_weight=0.4, min_kept=131072, thres=0.9, type='OhemCrossEntropy'), ], norm_cfg=dict(requires_grad=True, type='SyncBN'), num_classes=4, type='DDRHead'), init_cfg=dict( checkpoint= 'D:\Allcode\mmlab\mmsegmentation-dev-1.x\work_dirs\ddrnet_23-slim_in1k-nopre_2xb6-6k_feces-224x224-cbam\best_mIoU_iter_6000.pth', type='Pretrained'), test_cfg=dict(mode='whole'), train_cfg=dict(), type='EncoderDecoder') checkpoint = 'https://download.openmmlab.com/mmsegmentation/v0.5/ddrnet/pretrain/ddrnet23s-in1kpre_3rdparty-1ccac5b1.pth' class_weight = [ 0.8, 0.9, 1.1, 1.1, ] crop_size = ( 224, 224, ) custom_hooks = [ dict(type='mmrazor.PruningStructureHook'), dict( demo_input=dict( input_shape=( 1, 3, 224, 224, ), type='mmrazor.DefaultDemoInput'), interval=10, save_ckpt_thr=[ 0.5, ], type='mmrazor.ResourceInfoHook'), ] data_preprocessor = dict( scope='mmseg', bgr_to_rgb=True, mean=[ 123.675, 116.28, 103.53, ], pad_val=0, seg_pad_val=255, size=( 224, 224, ), std=[ 58.395, 57.12, 57.375, ], type='SegDataPreProcessor') data_root = 'D:\Allcode\mmlab\mmsegmentation-dev-1.x\data\data' dataset_type = 'Feces' default_hooks = dict( checkpoint=dict( scope='mmseg', by_epoch=False, interval=200, max_keep_ckpts=3, save_best='mIoU', type='CheckpointHook'), logger=dict( scope='mmseg', interval=5, log_metric_by_epoch=False, type='LoggerHook'), param_scheduler=dict(scope='mmseg', type='ParamSchedulerHook'), sampler_seed=dict(scope='mmseg', type='DistSamplerSeedHook'), timer=dict(scope='mmseg', type='IterTimerHook'), visualization=dict(scope='mmseg', type='SegVisualizationHook')) default_scope = 'mmseg' env_cfg = dict( cudnn_benchmark=True, dist_cfg=dict(backend='nccl'), mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0)) img_ratios = [ 0.5, 0.75, 1.0, 1.25, 1.5, 1.75, ] img_scale = ( 448, 224, ) input_shape = ( 1, 3, 224, 224, ) interval = 10 iters = 6000 launcher = 'none' load_from = None log_level = 'INFO' log_processor = dict(by_epoch=False) lr_ratio = 0.1 model = dict( scope='mmrazor', architecture=dict( scope='mmseg', backbone=dict( align_corners=False, channels=32, in_channels=3, init_cfg=None, norm_cfg=dict(requires_grad=True, type='SyncBN'), ppm_channels=128, type='DDRNet1'), data_preprocessor=dict( scope='mmseg', bgr_to_rgb=True, mean=[ 123.675, 116.28, 103.53, ], pad_val=0, seg_pad_val=255, size=( 224, 224, ), std=[ 58.395, 57.12, 57.375, ], type='SegDataPreProcessor'), decode_head=dict( align_corners=False, channels=64, dropout_ratio=0.0, in_channels=128, loss_decode=[ dict( class_weight=[ 0.8, 0.9, 1.1, 1.1, ], loss_weight=1.0, min_kept=131072, thres=0.9, type='OhemCrossEntropy'), dict( class_weight=[ 0.8, 0.9, 1.1, 1.1, ], loss_weight=0.4, min_kept=131072, thres=0.9, type='OhemCrossEntropy'), ], norm_cfg=dict(requires_grad=True, type='SyncBN'), num_classes=4, type='DDRHead'), init_cfg=dict( checkpoint= 'D:\Allcode\mmlab\mmsegmentation-dev-1.x\work_dirs\ddrnet_23-slim_in1k-nopre_2xb6-6k_feces-224x224-cbam\best_mIoU_iter_6000.pth', type='Pretrained'), test_cfg=dict(mode='whole'), train_cfg=dict(), type='EncoderDecoder'), interval=10, mutator=dict( channel_unit_cfg=dict( default_args=dict(normalization_type='act'), type='GroupFisherChannelUnit'), parse_cfg=dict(tracer_type='FxTracer', type='ChannelAnalyzer'), type='GroupFisherChannelMutator'), type='GroupFisherAlgorithm') model_wrapper_cfg = dict( broadcast_buffers=False, type='mmrazor.GroupFisherDDP') norm_cfg = dict(scope='mmseg', requires_grad=True, type='SyncBN') normalization_type = 'act' optim_wrapper = dict( scope='mmseg', clip_grad=None, optimizer=dict(lr=0.001, momentum=0.9, type='SGD', weight_decay=0.0005), type='OptimWrapper') optimizer = dict( scope='mmseg', lr=0.01, momentum=0.9, type='SGD', weight_decay=0.0005) param_scheduler = [ dict( scope='mmseg', begin=0, by_epoch=False, end=6000, eta_min=0, power=0.9, type='PolyLR'), ] pretrained_path = 'D:\Allcode\mmlab\mmsegmentation-dev-1.x\work_dirs\ddrnet_23-slim_in1k-nopre_2xb6-6k_feces-224x224-cbam\best_mIoU_iter_6000.pth' randomness = dict(seed=304) resume = False target_flop_ratio = 0.5 test_cfg = dict(scope='mmseg', type='TestLoop') test_dataloader = dict( batch_size=1, dataset=dict( scope='mmseg', data_prefix=dict( img_path='images/validation', seg_map_path='annotations/validation'), data_root='D:\Allcode\mmlab\mmsegmentation-dev-1.x\data\data', pipeline=[ dict(type='LoadImageFromFile'), dict(keep_ratio=True, scale=( 448, 224, ), type='Resize'), dict(type='LoadAnnotations'), dict(type='PackSegInputs'), ], type='Feces'), num_workers=2, persistent_workers=True, sampler=dict(scope='mmseg', shuffle=False, type='DefaultSampler')) test_evaluator = dict( scope='mmseg', iou_metrics=[ 'mDice', 'mIoU', 'mFscore', ], type='IoUMetric') test_pipeline = [ dict(scope='mmseg', type='LoadImageFromFile'), dict(scope='mmseg', keep_ratio=True, scale=( 448, 224, ), type='Resize'), dict(scope='mmseg', type='LoadAnnotations'), dict(scope='mmseg', type='PackSegInputs'), ] train_cfg = dict( scope='mmseg', max_iters=6000, type='IterBasedTrainLoop', val_interval=200) train_dataloader = dict( batch_size=64, dataset=dict( scope='mmseg', dataset=dict( data_prefix=dict( img_path='images/training', seg_map_path='annotations/training'), data_root='D:\Allcode\mmlab\mmsegmentation-dev-1.x\data\data', pipeline=[ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations'), dict( keep_ratio=True, ratio_range=( 0.5, 2.0, ), scale=( 448, 224, ), type='RandomResize'), dict(prob=0.5, type='RandomFlip'), dict(type='PhotoMetricDistortion'), dict( cat_max_ratio=0.75, crop_size=( 224, 224, ), type='RandomCrop'), dict(type='PackSegInputs'), ], type='Feces'), times=40000, type='RepeatDataset'), num_workers=4, persistent_workers=True, sampler=dict(scope='mmseg', shuffle=True, type='InfiniteSampler')) train_pipeline = [ dict(scope='mmseg', type='LoadImageFromFile'), dict(scope='mmseg', type='LoadAnnotations'), dict( scope='mmseg', keep_ratio=True, ratio_range=( 0.5, 2.0, ), scale=( 448, 224, ), type='RandomResize'), dict(scope='mmseg', prob=0.5, type='RandomFlip'), dict(scope='mmseg', type='PhotoMetricDistortion'), dict( scope='mmseg', cat_max_ratio=0.75, crop_size=( 224, 224, ), type='RandomCrop'), dict(scope='mmseg', type='PackSegInputs'), ] tta_model = dict(scope='mmseg', type='SegTTAModel') tta_pipeline = [ dict(scope='mmseg', backend_args=None, type='LoadImageFromFile'), dict( scope='mmseg', transforms=[ [ dict(keep_ratio=True, scale_factor=0.5, type='Resize'), dict(keep_ratio=True, scale_factor=0.75, type='Resize'), dict(keep_ratio=True, scale_factor=1.0, type='Resize'), dict(keep_ratio=True, scale_factor=1.25, type='Resize'), dict(keep_ratio=True, scale_factor=1.5, type='Resize'), dict(keep_ratio=True, scale_factor=1.75, type='Resize'), ], [ dict(direction='horizontal', prob=0.0, type='RandomFlip'), dict(direction='horizontal', prob=1.0, type='RandomFlip'), ], [ dict(type='LoadAnnotations'), ], [ dict(type='PackSegInputs'), ], ], type='TestTimeAug'), ] val_cfg = dict(scope='mmseg', type='ValLoop') val_dataloader = dict( batch_size=1, dataset=dict( scope='mmseg', data_prefix=dict( img_path='images/validation', seg_map_path='annotations/validation'), data_root='D:\Allcode\mmlab\mmsegmentation-dev-1.x\data\data', pipeline=[ dict(type='LoadImageFromFile'), dict(keep_ratio=True, scale=( 448, 224, ), type='Resize'), dict(type='LoadAnnotations'), dict(type='PackSegInputs'), ], type='Feces'), num_workers=2, persistent_workers=True, sampler=dict(scope='mmseg', shuffle=False, type='DefaultSampler')) val_evaluator = dict( scope='mmseg', iou_metrics=[ 'mDice', 'mIoU', 'mFscore', ], type='IoUMetric') vis_backends = [ dict(scope='mmseg', type='LocalVisBackend'), dict(scope='mmseg', type='TensorboardVisBackend'), ] visualizer = dict( scope='mmseg', name='visualizer', type='SegLocalVisualizer', vis_backends=[ dict(type='LocalVisBackend'), dict(type='TensorboardVisBackend'), ]) work_dir = './work_dirs\group_fisher_prune_feces'

2023-10-09 19:25:01.929852: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_101.dll'; dlerror: cudart64_101.dll not found 2023-10-09 19:25:01.929982: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. d:\allcode\mmlab\mmsegmentation-dev-1.x\mmseg\models\builder.py:36: UserWarning: `build_loss` would be deprecated soon, please use `mmseg.registry.MODELS.build()` warnings.warn('`build_loss` would be deprecated soon, please use ' G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\mmengine\structures\pixel_data.py:83: UserWarning: The shape of value will convert from torch.Size([224, 224]) to torch.Size([1, 224, 224]) warnings.warn('The shape of value will convert from ' G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\torch\fx_symbolic_trace.py:564: UserWarning: Was not able to add assertion to guarantee correct input data_samples to specialized function. It is up to the user to make sure that your inputs match the inputs you specialized the function with. warnings.warn( 10/09 19:25:04 - mmengine - INFO - eq() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - assert() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getattr_1() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - floordiv() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getattr_2() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_1() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - floordiv_1() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_stem_2_0_cbam1_ca_sigmoid(backbone.stem.2.0.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_1() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_2() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_3() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_stem_2_0_cbam1_sa_sigmoid(backbone.stem.2.0.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_1() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_stem_2_1_cbam1_ca_sigmoid(backbone.stem.2.1.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_2() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_1() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_2() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_4() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_5() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_stem_2_1_cbam1_sa_sigmoid(backbone.stem.2.1.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_3() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_stem_4_0_cbam1_ca_sigmoid(backbone.stem.4.0.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_4() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_2() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_3() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_6() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_7() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_stem_4_0_cbam1_sa_sigmoid(backbone.stem.4.0.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_5() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_stem_4_1_cbam1_ca_sigmoid(backbone.stem.4.1.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_6() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_3() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_4() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_8() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_9() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_stem_4_1_cbam1_sa_sigmoid(backbone.stem.4.1.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_7() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam2_ca_sigmoid(backbone.cbam2.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_8() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_4() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_5() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_10() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_11() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam2_sa_sigmoid(backbone.cbam2.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_9() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_10() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_0_0_cbam1_ca_sigmoid(backbone.context_branch_layers.0.0.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_11() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_5() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_6() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_12() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_13() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_0_0_cbam1_sa_sigmoid(backbone.context_branch_layers.0.0.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_12() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_0_1_cbam1_ca_sigmoid(backbone.context_branch_layers.0.1.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_13() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_6() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_7() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_14() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_15() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_0_1_cbam1_sa_sigmoid(backbone.context_branch_layers.0.1.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_14() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_0_0_cbam1_ca_sigmoid(backbone.spatial_branch_layers.0.0.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_15() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_7() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_8() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_16() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_17() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_0_0_cbam1_sa_sigmoid(backbone.spatial_branch_layers.0.0.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_16() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_0_1_cbam1_ca_sigmoid(backbone.spatial_branch_layers.0.1.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_17() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_8() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_9() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_18() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_19() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_0_1_cbam1_sa_sigmoid(backbone.spatial_branch_layers.0.1.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_18() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam6_ca_sigmoid(backbone.cbam6.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_19() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_9() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_10() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_20() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_21() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam6_sa_sigmoid(backbone.cbam6.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_20() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_21() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam7_ca_sigmoid(backbone.cbam7.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_22() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_10() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_11() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_22() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_23() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam7_sa_sigmoid(backbone.cbam7.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_23() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_24() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - interpolate() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_1_0_cbam1_ca_sigmoid(backbone.context_branch_layers.1.0.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_25() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_11() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_12() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_24() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_25() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_1_0_cbam1_sa_sigmoid(backbone.context_branch_layers.1.0.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_26() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_1_1_cbam1_ca_sigmoid(backbone.context_branch_layers.1.1.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_27() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_12() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_13() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_26() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_27() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_1_1_cbam1_sa_sigmoid(backbone.context_branch_layers.1.1.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_28() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_1_0_cbam1_ca_sigmoid(backbone.spatial_branch_layers.1.0.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_29() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_13() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_14() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_28() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_29() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_1_0_cbam1_sa_sigmoid(backbone.spatial_branch_layers.1.0.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_30() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_1_1_cbam1_ca_sigmoid(backbone.spatial_branch_layers.1.1.cbam1.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_31() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_14() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_15() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_30() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_31() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_1_1_cbam1_sa_sigmoid(backbone.spatial_branch_layers.1.1.cbam1.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_32() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam8_ca_sigmoid(backbone.cbam8.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_33() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_15() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_16() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_32() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_33() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam8_sa_sigmoid(backbone.cbam8.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_34() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_35() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam9_ca_sigmoid(backbone.cbam9.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_36() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_16() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_17() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_34() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_35() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam9_sa_sigmoid(backbone.cbam9.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_37() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_38() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - interpolate_1() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_2_0_cbam2_ca_sigmoid(backbone.context_branch_layers.2.0.cbam2.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_39() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_17() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_18() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_36() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_37() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_context_branch_layers_2_0_cbam2_sa_sigmoid(backbone.context_branch_layers.2.0.cbam2.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_40() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_2_0_cbam2_ca_sigmoid(backbone.spatial_branch_layers.2.0.cbam2.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_41() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_18() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_19() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_38() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_39() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_spatial_branch_layers_2_0_cbam2_sa_sigmoid(backbone.spatial_branch_layers.2.0.cbam2.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_42() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getattr_3() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_40() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - interpolate_2() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getattr_4() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_41() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - interpolate_3() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getattr_5() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_42() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - interpolate_4() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getattr_6() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_43() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - interpolate_5() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam13_ca_sigmoid(backbone.cbam13.ca.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_43() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mean_19() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - max_20() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_44() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - getitem_45() node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - backbone_cbam13_sa_sigmoid(backbone.cbam13.sa.sigmoid) node can't find match type ofchannel_nodes,replaced with PassUnionChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_44() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - mul_45() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - INFO - interpolate_6() node can't find match type ofchannel_nodes,replaced with BindChannelNode by default. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_stem_2_0_cbam1_sa_sigmoid(1,1)uion and mul_1(32,32)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_stem_2_1_cbam1_sa_sigmoid(1,1)uion and mul_3(32,32)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_stem_4_0_cbam1_sa_sigmoid(1,1)uion and mul_5(64,64)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_stem_4_1_cbam1_sa_sigmoid(1,1)uion and mul_7(64,64)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_cbam2_sa_sigmoid(1,1)uion and mul_9(64,64)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_context_branch_layers_0_0_cbam1_sa_sigmoid(1,1)uion and mul_12(128,128)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_context_branch_layers_0_1_cbam1_sa_sigmoid(1,1)uion and mul_14(128,128)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_spatial_branch_layers_0_0_cbam1_sa_sigmoid(1,1)uion and mul_16(64,64)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_spatial_branch_layers_0_1_cbam1_sa_sigmoid(1,1)uion and mul_18(64,64)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_cbam6_sa_sigmoid(1,1)uion and mul_20(64,64)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_cbam7_sa_sigmoid(1,1)uion and mul_23(128,128)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_context_branch_layers_1_0_cbam1_sa_sigmoid(1,1)uion and mul_26(256,256)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_context_branch_layers_1_1_cbam1_sa_sigmoid(1,1)uion and mul_28(256,256)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_spatial_branch_layers_1_0_cbam1_sa_sigmoid(1,1)uion and mul_30(64,64)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_spatial_branch_layers_1_1_cbam1_sa_sigmoid(1,1)uion and mul_32(64,64)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_cbam8_sa_sigmoid(1,1)uion and mul_34(64,64)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_cbam9_sa_sigmoid(1,1)uion and mul_37(256,256)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_context_branch_layers_2_0_cbam2_sa_sigmoid(1,1)uion and mul_40(512,512)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_spatial_branch_layers_2_0_cbam2_sa_sigmoid(1,1)uion and mul_42(128,128)bind dismatch, we add an ExpandNode between them. 10/09 19:25:04 - mmengine - WARNING - As the channels of backbone_cbam13_sa_sigmoid(1,1)uion and mul_44(128,128)_bind dismatch, we add an ExpandNode between them. 10/09 19:25:12 - mmengine - INFO - Forward failed in loss mode as not enough values to unpack (expected 2, got 1) 10/09 19:25:13 - mmengine - INFO - Distributed training is not used, all SyncBatchNorm (SyncBN) layers in the model will be automatically reverted to BatchNormXd layers if they are used. d:\allcode\mmlab\mmsegmentation-dev-1.x\mmseg\engine\hooks\visualization_hook.py:61: UserWarning: The draw is False, it means that the hook for visualization will not take effect. The results will NOT be visualized or stored. warnings.warn('The draw is False, it means that the ' 10/09 19:25:13 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) ResourceInfoHook (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 (NORMAL ) SegVisualizationHook (NORMAL ) PruningStructureHook (NORMAL ) ResourceInfoHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook

after_train_epoch: (NORMAL ) IterTimerHook (NORMAL ) PruningStructureHook (NORMAL ) ResourceInfoHook (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 ) SegVisualizationHook (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 ) SegVisualizationHook (BELOW_NORMAL) LoggerHook

after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook

after_test: (VERY_HIGH ) RuntimeInfoHook

after_run: (BELOW_NORMAL) LoggerHook

10/09 19:25:38 - mmengine - WARNING - The prefix is not set in metric class IoUMetric. Traceback (most recent call last): File ".\tools\train.py", line 121, in main() File ".\tools\train.py", line 117, in main runner.train() File "G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\mmengine\runner\runner.py", line 1720, in train self.call_hook('before_run') File "G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\mmengine\runner\runner.py", line 1807, in call_hook getattr(hook, fn_name)(self, **kwargs) File "d:\allcode\mmlab\mmrazor-main\mmrazor\implementations\pruning\group_fisher\hook.py", line 137, in before_run original_resource = self._evaluate(model) File "d:\allcode\mmlab\mmrazor-main\mmrazor\implementations\pruning\group_fisher\hook.py", line 179, in _evaluate res = self.estimator.estimate( File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\task_modules\estimators\resource_estimator.py", line 136, in estimate flops, params = get_model_flops_params(model, **flops_params_cfg) File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\task_modules\estimators\counters\flops_params_counter.py", line 88, in get_model_flops_params _ = flops_params_model(**input) File "G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\torch\nn\modules\module.py", line 1212, in _call_impl result = forward_call(*input, **kwargs) File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\algorithms\base.py", line 144, in forward return self._forward(inputs, data_samples) File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\algorithms\base.py", line 165, in _forward return self.architecture(inputs, data_samples, mode='tensor') File "G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\torch\nn\modules\module.py", line 1194, in _call_impl return forward_call(*input, **kwargs) File "d:\allcode\mmlab\mmsegmentation-dev-1.x\mmseg\models\segmentors\base.py", line 98, in forward return self._forward(inputs, data_samples) File "d:\allcode\mmlab\mmsegmentation-dev-1.x\mmseg\models\segmentors\encoder_decoder.py", line 241, in _forward x = self.extract_feat(inputs) File "d:\allcode\mmlab\mmsegmentation-dev-1.x\mmseg\models\segmentors\encoder_decoder.py", line 120, in extract_feat x = self.backbone(inputs) # 传入backbone计算时出错 File "G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\torch\nn\modules\module.py", line 1194, in _call_impl return forward_call(*input, **kwargs) File "d:\allcode\mmlab\mmsegmentation-dev-1.x\mmseg\models\backbones\ddrnet.py", line 359, in forward x_c = self.spp(x_c) File "G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\torch\nn\modules\module.py", line 1194, in _call_impl return forward_call(*input, **kwargs) File "d:\allcode\mmlab\mmsegmentation-dev-1.x\mmseg\models\utils\ppm.py", line 130, in forward return self.compression(torch.cat(feats, File "G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\torch\nn\modules\module.py", line 1194, in _call_impl return forward_call(*input, **kwargs) File "G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\mmcv\cnn\bricks\conv_module.py", line 209, in forward x = self.norm(x) File "G:\softwares\path\Anaconda3\envs\mmseg\lib\site-packages\torch\nn\modules\module.py", line 1194, in _call_impl return forward_call(*input, **kwargs) File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\architectures\dynamic_ops\bricks\dynamic_norm.py", line 81, in forward running_mean, running_var, weight, bias = self.get_dynamic_params() File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\architectures\dynamic_ops\mixins\dynamic_mixins.py", line 230, in get_dynamic_params out_mask = self._get_num_features_mask() File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\architectures\dynamic_ops\mixins\dynamic_mixins.py", line 212, in _get_num_features_mask out_mask = self.mutable_attrs['num_features'].current_mask.to( File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\mutables\mutable_channel\mutable_channel_container.py", line 63, in current_mask return self.current_choice.bool() File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\mutables\mutable_channel\mutable_channel_container.py", line 43, in current_choice self._fill_unregistered_range() File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\mutables\mutable_channel\mutable_channel_container.py", line 118, in _fill_unregistered_range SimpleMutableChannel(last_end - start), last_end, start) File "d:\allcode\mmlab\mmrazor-main\mmrazor\models\mutables\mutable_channel\simple_mutable_channel.py", line 23, in init mask = torch.ones([self.num_channels]) # save bool as float for dist training RuntimeError: Trying to create tensor with negative dimension -512: [-512].

Other code you modified in the mmrazor folder. No

Additional context

Add any other context about the problem here.

[here]

Oct 09 '23 11:10 HePengguang

How to solve this problem ?

Nov 06 '23 02:11 happygds