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# Data Types

Quark ONNX Quantization Data Type Classes

class quark.onnx.quantization.config.data_type.DataType

  Base class for representing a quantization data type.

class quark.onnx.quantization.config.data_type.Int4

  Signed 4-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.UInt4

  Unsigned 4-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.Int8

  Signed 8-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.UInt8

  Unsigned 8-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.Int16

  Signed 16-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.UInt16

  Unsigned 16-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.Int32

  Signed 32-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.UInt32

  Unsigned 32-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.Float16

  16-bit floating point quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.BFloat16

  16-bit Brain Floating Point quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.BFP16

  Block Floating Point quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MX4

  MX4 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MX6

  MX6 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MX9

  MX9 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP4E2M1

  MXFP4E2M1 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP6E3M2

  MXFP6E3M2 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP6E2M3

  MXFP6E2M3 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP8E5M2

  MXFP8E5M2 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP8E4M3

  MXFP8E4M3 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXInt8

  MXInt8 quark onnx quantization data type.