SenseVoice icon indicating copy to clipboard operation
SenseVoice copied to clipboard

export导出onnx运行出错

Open CYlcbw opened this issue 9 months ago • 0 comments
trafficstars

在使用export.py导出onnx的时候,在生成onnx的时候报错(提示在调用 embedding 时,有至少两个设备(cuda:0 和 cpu)存在不一致),请问有没有大佬知道怎么解决啊 具体报错是{(torch) root@mfkahpxnfnicaehc-snow-6c68c5f989-jvxzb:/data/coding/SenseVoice# python export.py Downloading Model to directory: /root/.cache/modelscope/hub/iic/SenseVoiceSmall 2025-02-14 18:51:14,969 - modelscope - WARNING - Using branch: master as version is unstable, use with caution Loading remote code successfully: model Traceback (most recent call last): File "/data/coding/SenseVoice/export.py", line 29, in export_dir = export_utils.export(model=rebuilt_model, **kwargs) File "/data/coding/SenseVoice/utils/export_utils.py", line 17, in export _onnx( File "/data/coding/SenseVoice/utils/export_utils.py", line 43, in _onnx torch.onnx.export( File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/onnx/utils.py", line 516, in export _export( File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/onnx/utils.py", line 1612, in _export graph, params_dict, torch_out = _model_to_graph( File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/onnx/utils.py", line 1134, in _model_to_graph graph, params, torch_out, module = _create_jit_graph(model, args) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/onnx/utils.py", line 1010, in _create_jit_graph graph, torch_out = _trace_and_get_graph_from_model(model, args) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/onnx/utils.py", line 914, in _trace_and_get_graph_from_model trace_graph, torch_out, inputs_states = torch.jit._get_trace_graph( File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/jit/_trace.py", line 1310, in _get_trace_graph outs = ONNXTracedModule( File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1532, in _wrapped_call_impl return self._call_impl(*args, **kwargs) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1541, in _call_impl return forward_call(*args, **kwargs) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/jit/_trace.py", line 138, in forward graph, out = torch._C._create_graph_by_tracing( File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/jit/_trace.py", line 129, in wrapper outs.append(self.inner(*trace_inputs)) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1532, in _wrapped_call_impl return self._call_impl(*args, **kwargs) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1541, in _call_impl return forward_call(*args, **kwargs) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1522, in _slow_forward result = self.forward(*input, **kwargs) File "/data/coding/SenseVoice/export_meta.py", line 32, in export_forward language_query = self.embed(language.to(speech.device)).unsqueeze(1) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1532, in _wrapped_call_impl return self._call_impl(*args, **kwargs) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1541, in _call_impl return forward_call(*args, **kwargs) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1522, in _slow_forward result = self.forward(*input, **kwargs) File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/modules/sparse.py", line 163, in forward return F.embedding( File "/data/miniconda/envs/torch/lib/python3.10/site-packages/torch/nn/functional.py", line 2264, in embedding return torch.embedding(weight, input, padding_idx, scale_grad_by_freq, sparse) RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu! (when checking argument for argument index in method wrapper_CUDA__index_select)}

CYlcbw avatar Feb 14 '25 10:02 CYlcbw