pytorch转paddle和 onnx转paddle 都失败了

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问题描述

想把一个多模态情感分析模型转为paddlepaddle 试了先转onnx和直接转 发现都不支持 请问还有其他方法么

• 错误信息onnx转paddle
• ========= 2 OPs are not supported yet ===========
  ========== If ============
  ========== ScatterElements ============
  Traceback (most recent call last):
  File "D:\anaconda3\envs\mmsa3.10\lib\runpy.py", line 196, in _run_module_as_main
  return _run_code(code, main_globals, None,
  File "D:\anaconda3\envs\mmsa3.10\lib\runpy.py", line 86, in run_code
  exec(code, run_globals)
  File "D:\anaconda3\envs\mmsa3.10\Scripts\x2paddle.exe_main.py", line 7, in
  File "D:\anaconda3\envs\mmsa3.10\lib\site-packages\x2paddle\convert.py", line 489, in main
  onnx2paddle(
  File "D:\anaconda3\envs\mmsa3.10\lib\site-packages\x2paddle\convert.py", line 304, in onnx2paddle
  mapper = ONNXOpMapper(model)
  File "D:\anaconda3\envs\mmsa3.10\lib\site-packages\x2paddle\op_mapper\onnx2paddle\onnx_op_mapper.py", line 38, in init
  raise Exception("Model is not supported yet.")
  Exception: Model is not supported yet.

pytorch转paddle

========= 5 OPs are not supported yet ===========
========== aten::scatter_ ============
========== aten::sort ============
========== aten::empty_like ============
========== aten::_pack_padded_sequence ============
========== aten::numel ============
0%| | 0/1 [00:01<?, ?it/s]
Traceback (most recent call last):
File "D:\MMSA-master\test.py", line 7, in
MMSA_run('self_mm', 'mosi', config_file='./config_regression.json', seeds=[1111])
File "D:\anaconda3\envs\mmsa3.10\lib\site-packages\MMSA\run.py", line 224, in MMSA_run
result = _run(args, num_workers, is_tune)
File "D:\anaconda3\envs\mmsa3.10\lib\site-packages\MMSA\run.py", line 285, in _run
results = trainer.do_test(model, dataloader['test'], mode="TEST")
File "D:\anaconda3\envs\mmsa3.10\lib\site-packages\MMSA\trains\multiTask\SELF_MM.py", line 293, in do_test
pytorch2paddle(module=model,
File "D:\anaconda3\envs\mmsa3.10\lib\site-packages\x2paddle\convert.py", line 380, in pytorch2paddle
mapper = PyTorchOpMapper(model)
File "D:\anaconda3\envs\mmsa3.10\lib\site-packages\x2paddle\op_mapper\pytorch2paddle\pytorch_op_mapper.py", line 41, in init
raise Exception("Model is not supported yet.")
Exception: Model is not supported yet.

• 错误截图

具体信息

• 转换模型后用处

  • 使用 Paddle 框架/ PaddleInference 推理预测

• 模型来源
  selfmm：https://github.com/thuiar/Self-MM

• 应用场景
  多模态情感分析

• 版本信息
  PaddlePaddle => paddlepaddle-gpu 2.3.0
  X2Paddle => x2paddle 1.4.1
  来源框架版本(PyTorch/TF/ONNX/Caffe) => :onnx 1.14.0
  torch 1.12.1+cu116

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