[Bug] AttributeError: 'ActionDataSample' object has no attribute '_proposals'

Li-XYi commented 1 year ago

Branch

main branch (1.x version, such as v1.0.0, or dev-1.x branch)

Prerequisite

[X] I have searched Issues and Discussions but cannot get the expected help.
[X] I have read the documentation but cannot get the expected help.
[X] The bug has not been fixed in the latest version.

Environment

sys.platform: linux Python: 3.8.16 (default, Mar 2 2023, 03:21:46) [GCC 11.2.0] CUDA available: True numpy_random_seed: 2147483648 GPU 0: NVIDIA GeForce RTX 3080 Ti CUDA_HOME: /usr/local/cuda-11.7 NVCC: Cuda compilation tools, release 11.7, V11.7.99 GCC: gcc (Ubuntu 7.5.0-6ubuntu2) 7.5.0 PyTorch: 2.0.0+cu117 PyTorch compiling details: PyTorch built with:

GCC 9.3
C++ Version: 201703
Intel(R) oneAPI Math Kernel Library Version 2022.2-Product Build 20220804 for Intel(R) 64 architecture applications
Intel(R) MKL-DNN v2.7.3 (Git Hash 6dbeffbae1f23cbbeae17adb7b5b13f1f37c080e)
OpenMP 201511 (a.k.a. OpenMP 4.5)
LAPACK is enabled (usually provided by MKL)
NNPACK is enabled
CPU capability usage: AVX2
CUDA Runtime 11.7
NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86
CuDNN 8.8 (built against CUDA 11.8)
- Built with CuDNN 8.5
Magma 2.6.1
Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_DISABLE_GPU_ASSERTS=ON, TORCH_VERSION=2.0.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=1, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF,

TorchVision: 0.15.1+cu117 OpenCV: 4.7.0 MMEngine: 0.7.1 MMAction2: 1.1.0+f2637ee MMCV: 2.0.0 MMDetection: 3.0.0 MMPose: 1.0.0

Describe the bug

Firstly, i follow this guide to prepare dataset HACS Data Preparation.

After processing, i got the HACS Segments dataset like this:

mmaction2
├── mmaction
├── data
│   ├── HACS
│   │   ├── hacs_anno_train.json
│   │   ├── hacs_anno_val.json
│   │   ├── hacs_anno_test.json
│   │   ├── slowonly_feature
│   │   │   ├── v_008gY2B8Pf4.csv
│   │   │   ├── v_0095rqic1n8.csv
├── configs
├── tools

After dataset is prepared, i follow the test tutorial to test model, using this command:

python3 tools/test.py  configs/localization/tcanet/tcanet_2xb8-700x100-9e_hacs-feature.py CHECKPOINT.PTH

And then, i got an error AttributeError: 'ActionDataSample' object has no attribute '_proposals' in file action_data_sample.py at line 153

...
150    @property
151    def proposals(self) -> InstanceData:
152        """Property of `proposals`"""
153        return self._proposals
...

the full error message is :

Exception has occurred: AttributeError       (note: full exception trace is shown but execution is paused at: _run_module_as_main)
'ActionDataSample' object has no attribute '_proposals'
  File "/home/user/Projects/mmaction2/mmaction/structures/action_data_sample.py", line 153, in proposals
    return self._proposals
  File "/home/user/Projects/mmaction2/mmaction/models/localizers/tcanet.py", line 459, in <listcomp>
    sample.proposals['proposals'] for sample in batch_data_samples
  File "/home/user/Projects/mmaction2/mmaction/models/localizers/tcanet.py", line 458, in predict
    proposals_ = [
  File "/home/user/Projects/mmaction2/mmaction/models/localizers/tcanet.py", line 382, in forward
    return self.predict(inputs, data_samples, **kwargs)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
    return forward_call(*args, **kwargs)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/model/base_model/base_model.py", line 326, in _run_forward
    results = self(**data, mode=mode)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/model/base_model/base_model.py", line 145, in test_step
    return self._run_forward(data, mode='predict')  # type: ignore
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/runner/loops.py", line 454, in run_iter
    outputs = self.runner.model.test_step(data_batch)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
    return func(*args, **kwargs)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/runner/loops.py", line 435, in run
    self.run_iter(idx, data_batch)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/runner/runner.py", line 1752, in test
    metrics = self.test_loop.run()  # type: ignore
  File "/home/user/Projects/mmaction2/tools/test.py", line 114, in main
    runner.test()
  File "/home/user/Projects/mmaction2/tools/test.py", line 118, in <module>
    main()
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/runpy.py", line 87, in _run_code
    exec(code, run_globals)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/runpy.py", line 194, in _run_module_as_main (Current frame)
    return _run_code(code, main_globals, None,
AttributeError: 'ActionDataSample' object has no attribute '_proposals'

Reproduces the problem - code sample

python3 tools/test.py  configs/localization/tcanet/tcanet_2xb8-700x100-9e_hacs-feature.py my/path/to/checkpoints/tcanet_2xb8-700x100-9e_hacs-feature_20230621-d6bc10b0.pth

Reproduces the problem - command or script

No response

Reproduces the problem - error message

Exception has occurred: AttributeError       (note: full exception trace is shown but execution is paused at: _run_module_as_main)
'ActionDataSample' object has no attribute '_proposals'
  File "/home/user/Projects/mmaction2/mmaction/structures/action_data_sample.py", line 153, in proposals
    return self._proposals
  File "/home/user/Projects/mmaction2/mmaction/models/localizers/tcanet.py", line 459, in <listcomp>
    sample.proposals['proposals'] for sample in batch_data_samples
  File "/home/user/Projects/mmaction2/mmaction/models/localizers/tcanet.py", line 458, in predict
    proposals_ = [
  File "/home/user/Projects/mmaction2/mmaction/models/localizers/tcanet.py", line 382, in forward
    return self.predict(inputs, data_samples, **kwargs)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
    return forward_call(*args, **kwargs)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/model/base_model/base_model.py", line 326, in _run_forward
    results = self(**data, mode=mode)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/model/base_model/base_model.py", line 145, in test_step
    return self._run_forward(data, mode='predict')  # type: ignore
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/runner/loops.py", line 454, in run_iter
    outputs = self.runner.model.test_step(data_batch)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
    return func(*args, **kwargs)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/runner/loops.py", line 435, in run
    self.run_iter(idx, data_batch)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/site-packages/mmengine/runner/runner.py", line 1752, in test
    metrics = self.test_loop.run()  # type: ignore
  File "/home/user/Projects/mmaction2/tools/test.py", line 114, in main
    runner.test()
  File "/home/user/Projects/mmaction2/tools/test.py", line 118, in <module>
    main()
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/runpy.py", line 87, in _run_code
    exec(code, run_globals)
  File "/home/user/.conda/envs/mmaction2/lib/python3.8/runpy.py", line 194, in _run_module_as_main (Current frame)
    return _run_code(code, main_globals, None,
AttributeError: 'ActionDataSample' object has no attribute '_proposals'

Additional information

how can i test the model successfully?

look forward to your professional help!

cackako commented 9 months ago

Hello, I also encountered the same problem, how did you solve it？

wuyiqii commented 3 months ago

Hello, could you provide me with the result.pkl file in HACS Data Preparation and a.csv file in slowonly_feature? Because I can't get HACS data now. I would appreciate your help very much

wuyiqii commented 3 months ago

Hello, I also encountered the same problem, how did you solve it？

Hello, could you provide me with the result.pkl file in HACS Data Preparation and a.csv file in slowonly_feature? Because I can't get HACS data now. I would appreciate your help very much

kbrodt commented 2 months ago

I have the same problem.

Here is one random sample from result.pkl and some csv.

kbrodt commented 2 months ago

@wuyiqii

open-mmlab / mmaction2