[Bug] RuntimeError: RuntimeError"index_reduce_func_cuda_exclude_input_init" not implemented for 'Long':

Open clin-fu opened this issue 2 years ago • 0 comments

Prerequisite

[X] I have searched Issues and Discussions but cannot get the expected help.
[X] I have read the FAQ documentation but cannot get the expected help.
[X] The bug has not been fixed in the latest version (master) or latest version (1.x).

Task

I'm using the official example scripts/configs for the officially supported tasks/models/datasets.

Branch

1.x branch https://github.com/open-mmlab/mmrotate/tree/1.x

Environment

sys.platform: linux Python: 3.8.18 (default, Sep 11 2023, 13:40:15) [GCC 11.2.0] CUDA available: True numpy_random_seed: 2147483648 GPU 0,1,2,3,4,5,6,7: Tesla V100-SXM2-32GB CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 10.1, V10.1.10 GCC: gcc (Ubuntu 7.5.0-3ubuntu1~18.04) 7.5.0 PyTorch: 1.12.1 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= -fabi-version=11 -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=1.12.1, 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: 0.13.1 OpenCV: 4.8.0 MMEngine: 0.8.4 MMRotate: 1.0.0rc1+

Reproduces the problem - code sample

python train.py

Reproduces the problem - command or script

when i run h2rboxv2 RuntimeError: RuntimeError"index_reduce_func_cuda_exclude_input_init" not implemented for 'Long': "index_reduce_func_cuda_exclude_input_init" not implemented for 'Long' ERROR:torch.distributed.elastic.multiprocessing.api:failed (exitcode: 1) local_rank: 0 (pid: 78423) of binary: /home/fuchenlin/anaconda3/envs/mmr1x/bin/python Traceback (most recent call last):

How can i fix it??

Reproduces the problem - error message

09/20 15:59:13 - mmengine - INFO - Checkpoints will be saved to /data/fuchenlin/mmrotate-dev-1.x/work_dirs/h2rbox_v2-le90_r50_fpn-1x_dota. /data/fuchenlin/mmrotate-dev-1.x/mmrotate/structures/bbox/rotated_boxes.py:192: UserWarning: The `clip` function does nothing in `RotatedBoxes`. warnings.warn('The `clip` function does nothing in `RotatedBoxes`.') /data/fuchenlin/mmrotate-dev-1.x/mmrotate/structures/bbox/rotated_boxes.py:192: UserWarning: The `clip` function does nothing in `RotatedBoxes`. warnings.warn('The `clip` function does nothing in `RotatedBoxes`.') /data/fuchenlin/mmrotate-dev-1.x/mmrotate/structures/bbox/rotated_boxes.py:192: UserWarning: The `clip` function does nothing in `RotatedBoxes`. warnings.warn('The `clip` function does nothing in `RotatedBoxes`.') /data/fuchenlin/mmrotate-dev-1.x/mmrotate/structures/bbox/rotated_boxes.py:192: UserWarning: The `clip` function does nothing in `RotatedBoxes`. warnings.warn('The `clip` function does nothing in `RotatedBoxes`.') /home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/functional.py:478: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at /opt/conda/conda-bld/pytorch_1659484810403/work/aten/src/ATen/native/TensorShape.cpp:2894.) return VF.meshgrid(tensors, kwargs) # type: ignore[attr-defined] /home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/functional.py:478: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at /opt/conda/conda-bld/pytorch_1659484810403/work/aten/src/ATen/native/TensorShape.cpp:2894.) return VF.meshgrid(tensors, kwargs) # type: ignore[attr-defined] /data/fuchenlin/mmrotate-dev-1.x/mmrotate/models/dense_heads/h2rbox_v2_head.py:320: UserWarning: index_reduce() is in beta and the API may change at any time. (Triggered internally at /opt/conda/conda-bld/pytorch_1659484810403/work/aten/src/ATen/native/cuda/Indexing.cu:880.) compacted_bid_targets = torch.empty_like(bid).index_reduce( /data/fuchenlin/mmrotate-dev-1.x/mmrotate/models/dense_heads/h2rbox_v2_head.py:320: UserWarning: index_reduce() is in beta and the API may change at any time. (Triggered internally at /opt/conda/conda-bld/pytorch_1659484810403/work/aten/src/ATen/native/cuda/Indexing.cu:880.) compacted_bid_targets = torch.empty_like(bid).index_reduce( Traceback (most recent call last): File "./tools/train.py", line 125, in main() File "./tools/train.py", line 121, in main runner.train() File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/runner/runner.py", line 1745, in train model = self.train_loop.run() # type: ignore File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/runner/loops.py", line 96, in run self.run_epoch() File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/runner/loops.py", line 112, in run_epoch self.run_iter(idx, data_batch) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/runner/loops.py", line 128, in run_iter outputs = self.runner.model.train_step( File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/model/wrappers/distributed.py", line 121, in train_step losses = self._run_forward(data, mode='loss') File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/model/wrappers/distributed.py", line 161, in _run_forward results = self(**data, mode=mode) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1130, in _call_impl return forward_call(*input, **kwargs) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/nn/parallel/distributed.py", line 1008, in forward Traceback (most recent call last): File "./tools/train.py", line 125, in output = self._run_ddp_forward(*inputs, **kwargs) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/nn/parallel/distributed.py", line 969, in _run_ddp_forward main() File "./tools/train.py", line 121, in main return module_to_run(*inputs[0], **kwargs[0]) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1130, in _call_impl runner.train() File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/runner/runner.py", line 1745, in train return forward_call(*input, **kwargs) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmdet/models/detectors/base.py", line 92, in forward return self.loss(inputs, data_samples) File "/data/fuchenlin/mmrotate-dev-1.x/mmrotate/models/detectors/h2rbox_v2.py", line 183, in loss losses = self.bbox_head.loss(feat, batch_data_samples_all) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmdet/models/dense_heads/base_dense_head.py", line 123, in loss model = self.train_loop.run() # type: ignore losses = self.loss_by_feat(*loss_inputs) File "/data/fuchenlin/mmrotate-dev-1.x/mmrotate/models/dense_heads/h2rbox_v2_head.py", line 346, in loss_by_feat File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/runner/loops.py", line 96, in run self.run_epoch() File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/runner/loops.py", line 112, in run_epoch compacted_labels = torch.empty( RuntimeError: "index_reduce_func_cuda_exclude_input_init" not implemented for 'Long' self.run_iter(idx, data_batch) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/runner/loops.py", line 128, in run_iter outputs = self.runner.model.train_step( File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/model/wrappers/distributed.py", line 121, in train_step losses = self._run_forward(data, mode='loss') File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmengine/model/wrappers/distributed.py", line 161, in _run_forward results = self(**data, mode=mode) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1130, in _call_impl return forward_call(*input, **kwargs) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/nn/parallel/distributed.py", line 1008, in forward output = self._run_ddp_forward(*inputs, **kwargs) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/nn/parallel/distributed.py", line 969, in _run_ddp_forward return module_to_run(*inputs[0], **kwargs[0]) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1130, in _call_impl return forward_call(*input, **kwargs) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmdet/models/detectors/base.py", line 92, in forward return self.loss(inputs, data_samples) File "/data/fuchenlin/mmrotate-dev-1.x/mmrotate/models/detectors/h2rbox_v2.py", line 183, in loss losses = self.bbox_head.loss(feat, batch_data_samples_all) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/mmdet/models/dense_heads/base_dense_head.py", line 123, in loss losses = self.loss_by_feat(*loss_inputs) File "/data/fuchenlin/mmrotate-dev-1.x/mmrotate/models/dense_heads/h2rbox_v2_head.py", line 346, in loss_by_feat compacted_labels = torch.empty( RuntimeError: "index_reduce_func_cuda_exclude_input_init" not implemented for 'Long' ERROR:torch.distributed.elastic.multiprocessing.api:failed (exitcode: 1) local_rank: 0 (pid: 12470) of binary: /home/fuchenlin/anaconda3/envs/mmr1x/bin/python Traceback (most recent call last): File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/runpy.py", line 194, in _run_module_as_main return _run_code(code, main_globals, None, File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/runpy.py", line 87, in _run_code exec(code, run_globals) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/distributed/launch.py", line 193, in main() File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/distributed/launch.py", line 189, in main launch(args) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/distributed/launch.py", line 174, in launch run(args) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/distributed/run.py", line 752, in run elastic_launch( File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/distributed/launcher/api.py", line 131, in call return launch_agent(self._config, self._entrypoint, list(args)) File "/home/fuchenlin/anaconda3/envs/mmr1x/lib/python3.8/site-packages/torch/distributed/launcher/api.py", line 245, in launch_agent raise ChildFailedError( torch.distributed.elastic.multiprocessing.errors.ChildFailedError:

./tools/train.py FAILED

Failures: [1]: time : 2023-09-20_15:59:25 host : dgx-77 rank : 1 (local_rank: 1) exitcode : 1 (pid: 12471) error_file: <N/A> traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html

Root Cause (first observed failure): [0]: time : 2023-09-20_15:59:25 host : dgx-77 rank : 0 (local_rank: 0) exitcode : 1 (pid: 12470) error_file: <N/A> traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html

Additional information

No response

Sep 21 '23 02:09 clin-fu