Overview > klyn.math.nn.quantization > QuantizationReport > QuantizationReport
Version 0.2.1 Overview Index Tree Deprecated
klyn.math.nn.quantization.QuantizationReport.QuantizationReport
constructor
public QuantizationReport(sourceBytes as ULong, outputBytes as ULong, quantizedTensors as ULong, preservedTensors as ULong, maxAbsoluteError as Double)
Description

Creates a conversion report without owning weight buffers.

Parameters
ParameterDescription
sourceBytesSource checkpoint bytes.
outputBytesConverted checkpoint bytes.
quantizedTensorsConverted tensor count.
preservedTensorsCount of untouched tensors.
maxAbsoluteErrorLargest measured reconstruction error.
Example

report = QuantizationReport(1000ul, 550ul, 1ul, 2ul, 0.002)