show-info.py
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#!/usr/bin/env python3
# Copyright 2024 Xiaomi Corp. (authors: Fangjun Kuang)
import onnxruntime
def show(filename):
session_opts = onnxruntime.SessionOptions()
session_opts.log_severity_level = 3
sess = onnxruntime.InferenceSession(filename, session_opts)
for i in sess.get_inputs():
print(i)
print("-----")
for i in sess.get_outputs():
print(i)
meta = sess.get_modelmeta().custom_metadata_map
print("*****************************************")
print("meta\n", meta)
def main():
print("=========model==========")
show("./model.onnx")
if __name__ == "__main__":
main()
"""
=========model==========
NodeArg(name='x', type='tensor(float)', shape=['N', 'T', 560])
NodeArg(name='x_length', type='tensor(int32)', shape=['N'])
NodeArg(name='language', type='tensor(int32)', shape=['N'])
NodeArg(name='text_norm', type='tensor(int32)', shape=['N'])
-----
NodeArg(name='logits', type='tensor(float)', shape=['N', 'T', 25055])
*****************************************
"""