python runtime

This commit is contained in:
游雁 2024-07-22 20:04:12 +08:00
parent ea8e5bb726
commit 0cf7d386c6

View File

@ -33,14 +33,13 @@ class SenseVoiceSmall:
self,
model_dir: Union[str, Path] = None,
batch_size: int = 1,
device_id: Union[str, int] = "-1",
plot_timestamp_to: str = "",
quantize: bool = False,
intra_op_num_threads: int = 4,
cache_dir: str = None,
**kwargs,
):
self.device = kwargs.get("device", "cpu")
if not Path(model_dir).exists():
try:
from modelscope.hub.snapshot_download import snapshot_download
@ -99,10 +98,10 @@ class SenseVoiceSmall:
end_idx = min(waveform_nums, beg_idx + self.batch_size)
feats, feats_len = self.extract_feat(waveform_list[beg_idx:end_idx])
ctc_logits, encoder_out_lens = self.ort_infer(
torch.Tensor(feats),
torch.Tensor(feats_len),
torch.tensor([language]),
torch.tensor([textnorm]),
torch.Tensor(feats).to(self.device),
torch.Tensor(feats_len).to(self.device),
torch.tensor([language]).to(self.device),
torch.tensor([textnorm]).to(self.device),
)
# support batch_size=1 only currently
x = ctc_logits[0, : encoder_out_lens[0].item(), :]