Module quantization

Tensor quantization module.

Structs

• AffineQuantization
  Affine quantization scheme.
• CalibrationRange
  The observed input calibration range.
• MinMaxCalibration
  Computes the per-tensor quantization range mapping based on the min and max values.
• QParams
  The quantization tensor data parameters.
• QuantizationParametersPrimitive
  The quantization parameters primitive.
• QuantizedBytes
  Quantized data bytes representation.
• SymmetricQuantization
  Symmetric quantization scheme.

Enums

• QuantizationScheme
  Quantization scheme.
• QuantizationStrategy
  Quantization strategy.
• QuantizationType
  Quantization data type.
• QuantizationTypeExpand

Traits

• Calibration
  Calibration method used to compute the quantization range mapping.
• QTensorPrimitive
  Quantized tensor primitive.
• Quantization
  Quantization scheme to convert elements of a higher precision data type E to a lower precision data type Q and vice-versa.

Functions

• pack_i8s_to_u32s
  Pack signed 8-bit integer values into a sequence of unsigned 32-bit integers.
• unpack_u32s_to_i8s
  Unpack 32-bit unsigned integer values into a sequence of signed 8-bit integers.

Type Aliases

• QuantizationParameters
  The tensor quantization parameters.