Allow one to set a custom progress callback (#2609)

ming030890

2025-08-05 b3fb4c0acd5f52a313f024b6f69b8f025c6eddfe

 funasr/auto/auto_model.py

@@ -184,6 +184,7 @@
        device = kwargs.get("device", "cuda")
        if ((device =="cuda" and not torch.cuda.is_available())
            or (device == "xpu" and not torch.xpu.is_available())
            or (device == "mps" and not torch.backends.mps.is_available())
            or kwargs.get("ngpu", 1) == 0):
            device = "cpu"
            kwargs["batch_size"] = 1
@@ -300,14 +301,27 @@
        res = self.model(*args, kwargs)
        return res

    def generate(self, input, input_len=None, **cfg):
    def generate(self, input, input_len=None, progress_callback=None, **cfg):
        if self.vad_model is None:
            return self.inference(input, input_len=input_len, **cfg)
            return self.inference(
                input, input_len=input_len, progress_callback=progress_callback, **cfg
            )

        else:
            return self.inference_with_vad(input, input_len=input_len, **cfg)
            return self.inference_with_vad(
                input, input_len=input_len, progress_callback=progress_callback, **cfg
            )

    def inference(self, input, input_len=None, model=None, kwargs=None, key=None, **cfg):
    def inference(
        self,
        input,
        input_len=None,
        model=None,
        kwargs=None,
        key=None,
        progress_callback=None,
        **cfg,
    ):
        kwargs = self.kwargs if kwargs is None else kwargs
        if "cache" in kwargs:
            kwargs.pop("cache")
@@ -364,6 +378,11 @@
            if pbar:
                pbar.update(end_idx - beg_idx)
                pbar.set_description(description)
            if progress_callback:
                try:
                    progress_callback(end_idx, num_samples)
                except Exception as e:
                    logging.error(f"progress_callback error: {e}")
            time_speech_total += batch_data_time
            time_escape_total += time_escape