quark.onnx.tools.replace_inf_weights

quark.onnx.tools.replace_inf_weights#

A tool for replace inf and -inf values in ONNX model weights with specified replacement values.’

Example : python -m quark.onnx.tools.replace_inf_weights –input_model [INPUT_MODEL_PATH] –output_model [OUTPUT_MODEL_PATH] –replace_inf_value [REPLACE_INF_VALUE]

Module Contents#

Functions#

replace_inf_in_onnx_weights(→ None)

Replaces inf and -inf values in the weights of an ONNX model with specified default values.
quark.onnx.tools.replace_inf_weights.replace_inf_in_onnx_weights(input_model_path: str, output_model_path: str, replace_inf_value: float = 10000.0) → None#

Replaces inf and -inf values in the weights of an ONNX model with specified default values.

Parameters:

input_model_path (str): Path to the input ONNX model file. output_model_path (str): Path to save the modified ONNX model file. replace_inf_value (float): The base value used to replace inf and -inf.

  • Positive inf values are replaced with replace_inf_value.

  • Negative inf values are replaced with -replace_inf_value.

Returns:

None: The function directly modifies the model and saves it to the output path.

Contents