Data Types

Contents

Data Types#

Quark ONNX Quantization Data Type Classes

class quark.onnx.quantization.config.data_type.DataType[source]#: Base class for representing a quantization data type.

class quark.onnx.quantization.config.data_type.Int4[source]#: Signed 4-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.UInt4[source]#: Unsigned 4-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.Int8[source]#: Signed 8-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.UInt8[source]#: Unsigned 8-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.Int16[source]#: Signed 16-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.UInt16[source]#: Unsigned 16-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.Int32[source]#: Signed 32-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.UInt32[source]#: Unsigned 32-bit integer quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.Float16[source]#: 16-bit floating point quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.BFloat16[source]#: 16-bit Brain Floating Point quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.BFP16[source]#: Block Floating Point quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MX4[source]#: MX4 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MX6[source]#: MX6 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MX9[source]#: MX9 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP4E2M1[source]#: MXFP4E2M1 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP6E3M2[source]#: MXFP6E3M2 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP6E2M3[source]#: MXFP6E2M3 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP8E5M2[source]#: MXFP8E5M2 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXFP8E4M3[source]#: MXFP8E4M3 quark onnx quantization data type.

class quark.onnx.quantization.config.data_type.MXInt8[source]#: MXInt8 quark onnx quantization data type.