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烨玮
2025-02-20 12:17:03 +08:00
parent a21dd4555c
commit edd008441b
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import onnxruntime
import numpy as np
if __name__ == '__main__':
onnx_path = "/mnt/workspace/export/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/model.onnx"
sess = onnxruntime.InferenceSession(onnx_path)
input_name = [nd.name for nd in sess.get_inputs()]
output_name = [nd.name for nd in sess.get_outputs()]
def _get_feed_dict(feats_length):
return {'speech': np.zeros((1, feats_length, 560), dtype=np.float32), 'speech_lengths': np.array([feats_length,], dtype=np.int32)}
def _run(feed_dict):
output = sess.run(output_name, input_feed=feed_dict)
for name, value in zip(output_name, output):
print('{}: {}'.format(name, value.shape))
_run(_get_feed_dict(100))
_run(_get_feed_dict(200))