FunAudioLLM / CosyVoice

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.
https://funaudiollm.github.io/
Apache License 2.0
5.58k stars 573 forks source link

Linux服务器上运行的,报错:RuntimeError: "addmm_impl_cpu_" not implemented for 'Half' 和RuntimeError: Expected tensor for argument #1 'indices' to have one of the following scalar types: Long, Int; but got torch.FloatTensor instead (while checking arguments for embedding) #485

Open jacksonzjh opened 4 days ago

jacksonzjh commented 4 days ago

部署在Linux服务器上的,没有修改requirements.txt内的依赖,运行后克隆声音报错如下:

Traceback (most recent call last): File "/root/miniconda3/envs/cosyvoice/lib/python3.8/threading.py", line 932, in _bootstrap_inner self.run() File "/root/miniconda3/envs/cosyvoice/lib/python3.8/threading.py", line 870, in run self._target(*self._args, *self._kwargs) File "/usr/bin/MetaMonAIoT/TTS/CosyVoice/cosyvoice/cli/model.py", line 84, in llm_job for i in self.llm.inference(text=text.to(self.device), File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/torch/utils/_contextlib.py", line 35, in generator_context response = gen.send(None) File "/usr/bin/MetaMonAIoT/TTS/CosyVoice/cosyvoice/llm/llm.py", line 172, in inference text, text_len = self.encode(text, text_len) File "/usr/bin/MetaMonAIoT/TTS/CosyVoice/cosyvoice/llm/llm.py", line 75, in encode encoder_out, encoder_mask = self.text_encoder(text, text_lengths, decoding_chunk_size=1, num_decoding_left_chunks=-1) File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl return forward_call(args, **kwargs) RuntimeError: The following operation failed in the TorchScript interpreter. Traceback of TorchScript, serialized code (most recent call last): File "code/torch/cosyvoice/transformer/encoder/___torch_mangle_5.py", line 22, in forward masks = torch.bitwise_not(torch.unsqueeze(mask, 1)) embed = self.embed _0 = torch.add(torch.matmul(xs, CONSTANTS.c0), CONSTANTS.c1)


    input = torch.layer_norm(_0, [1024], CONSTANTS.c2, CONSTANTS.c3)
    pos_enc = embed.pos_enc

Traceback of TorchScript, original code (most recent call last):
**RuntimeError: "addmm_impl_cpu_" not implemented for 'Half'**

  0%|                                                                                                                                     | 0/1 [00:28<?, ?it/s]
Traceback (most recent call last):
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/gradio/queueing.py", line 521, in process_events
    response = await route_utils.call_process_api(
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/gradio/route_utils.py", line 276, in call_process_api
    output = await app.get_blocks().process_api(
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/gradio/blocks.py", line 1945, in process_api
    result = await self.call_function(
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/gradio/blocks.py", line 1525, in call_function
    prediction = await utils.async_iteration(iterator)
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/gradio/utils.py", line 655, in async_iteration
    return await iterator.__anext__()
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/gradio/utils.py", line 648, in __anext__
    return await anyio.to_thread.run_sync(
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/anyio/to_thread.py", line 56, in run_sync
    return await get_async_backend().run_sync_in_worker_thread(
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/anyio/_backends/_asyncio.py", line 2357, in run_sync_in_worker_thread
    return await future
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/anyio/_backends/_asyncio.py", line 864, in run
    result = context.run(func, *args)
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/gradio/utils.py", line 631, in run_sync_iterator_async
    return next(iterator)
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/gradio/utils.py", line 814, in gen_wrapper
    response = next(iterator)
  File "webui.py", line 120, in generate_audio
    for i in cosyvoice.inference_zero_shot(tts_text, prompt_text, prompt_speech_16k, stream=stream, speed=speed):
  File "/usr/bin/MetaMonAIoT/TTS/CosyVoice/cosyvoice/cli/cosyvoice.py", line 73, in inference_zero_shot
    for model_output in self.model.tts(**model_input, stream=stream, speed=speed):
  File "/usr/bin/MetaMonAIoT/TTS/CosyVoice/cosyvoice/cli/model.py", line 177, in tts
    this_tts_speech = self.token2wav(token=this_tts_speech_token,
  File "/usr/bin/MetaMonAIoT/TTS/CosyVoice/cosyvoice/cli/model.py", line 95, in token2wav
    tts_mel = self.flow.inference(token=token.to(self.device),
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
    return func(*args, **kwargs)
  File "/usr/bin/MetaMonAIoT/TTS/CosyVoice/cosyvoice/flow/flow.py", line 122, in inference
    token = self.input_embedding(torch.clamp(token, min=0)) * mask
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl
    return forward_call(*args, **kwargs)
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/torch/nn/modules/sparse.py", line 162, in forward
    return F.embedding(
  File "/root/miniconda3/envs/cosyvoice/lib/python3.8/site-packages/torch/nn/functional.py", line 2210, in embedding
    return torch.embedding(weight, input, padding_idx, scale_grad_by_freq, sparse)
**RuntimeError: Expected tensor for argument #1 'indices' to have one of the following scalar types: Long, Int; but got torch.FloatTensor instead (while checking arguments for embedding)**

主要的两个问题:
**1. RuntimeError: "addmm_impl_cpu_" not implemented for 'Half'**
**2. RuntimeError: Expected tensor for argument #1 'indices' to have one of the following scalar types: Long, Int; but got torch.FloatTensor instead (while checking arguments for embedding)**

服务器上Linux系统上显卡GPU还没做虚拟化,用的显卡配置是Nvidia-1060的卡,CPU是8 vCPUs,16GB内存,200GB挂载磁盘。

非常着急想知道怎么解决这两个问题,感谢🙏
aluminumbox commented 1 day ago

更新代码,试试fp16=False