7a35274f88feaa629e3dc7840e1f40b56aa4db95,hls4ml/model/optimizer/passes/bn_quant.py,BatchNormalizationQuantizedTanh,initialize,#BatchNormalizationQuantizedTanh#,14

Before Change

        inp = self.get_input_variable()
        shape = inp.shape
        dims = inp.dim_names
        precision_bits = re.search(".+<(.+?)>", inp.type.precision).group(1).split(",")
        if "int" in str(inp.type.precision):
            W = int(precision_bits[0])
            I = W
            F = 0

After Change

        shape = inp.shape
        dims = inp.dim_names
        precision = self.model.config.backend.convert_precision_string(inp.type.precision)
        W, I, F = precision.width, precision.integer, precision.fractional
        original_name = self.attributes.get("original_name")
        variance = self.model.get_weights_data(original_name, "moving_variance")
        mean = self.model.get_weights_data(original_name, "moving_mean")
        gamma = self.model.get_weights_data(original_name, "gamma")

Instances