#include "mlir-c/IR.h"
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Functions | |
| MLIR_DECLARE_CAPI_DIALECT_REGISTRATION (quant, quant) | |
| MLIR_CAPI_EXPORTED bool | mlirTypeIsAQuantizedType (MlirType type) |
Returns true if the given type is a quantization dialect type. More... | |
| MLIR_CAPI_EXPORTED unsigned | mlirQuantizedTypeGetSignedFlag (void) |
| Returns the bit flag used to indicate signedness of a quantized type. More... | |
| MLIR_CAPI_EXPORTED int64_t | mlirQuantizedTypeGetDefaultMinimumForInteger (bool isSigned, unsigned integralWidth) |
| Returns the minimum possible value stored by a quantized type. More... | |
| MLIR_CAPI_EXPORTED int64_t | mlirQuantizedTypeGetDefaultMaximumForInteger (bool isSigned, unsigned integralWidth) |
| Returns the maximum possible value stored by a quantized type. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirQuantizedTypeGetExpressedType (MlirType type) |
| Gets the original type approximated by the given quantized type. More... | |
| MLIR_CAPI_EXPORTED unsigned | mlirQuantizedTypeGetFlags (MlirType type) |
| Gets the flags associated with the given quantized type. More... | |
| MLIR_CAPI_EXPORTED bool | mlirQuantizedTypeIsSigned (MlirType type) |
Returns true if the given type is signed, false otherwise. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirQuantizedTypeGetStorageType (MlirType type) |
| Returns the underlying type used to store the values. More... | |
| MLIR_CAPI_EXPORTED int64_t | mlirQuantizedTypeGetStorageTypeMin (MlirType type) |
| Returns the minimum value that the storage type of the given quantized type can take. More... | |
| MLIR_CAPI_EXPORTED int64_t | mlirQuantizedTypeGetStorageTypeMax (MlirType type) |
| Returns the maximum value that the storage type of the given quantized type can take. More... | |
| MLIR_CAPI_EXPORTED unsigned | mlirQuantizedTypeGetStorageTypeIntegralWidth (MlirType type) |
| Returns the integral bitwidth that the storage type of the given quantized type can represent exactly. More... | |
| MLIR_CAPI_EXPORTED bool | mlirQuantizedTypeIsCompatibleExpressedType (MlirType type, MlirType candidate) |
Returns true if the candidate type is compatible with the given quantized type. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirQuantizedTypeGetQuantizedElementType (MlirType type) |
| Returns the element type of the given quantized type as another quantized type. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirQuantizedTypeCastFromStorageType (MlirType type, MlirType candidate) |
| Casts from a type based on the storage type of the given type to a corresponding type based on the given type. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirQuantizedTypeCastToStorageType (MlirType type) |
| Casts from a type based on a quantized type to a corresponding typed based on the storage type. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirQuantizedTypeCastFromExpressedType (MlirType type, MlirType candidate) |
| Casts from a type based on the expressed type of the given type to a corresponding type based on the given type. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirQuantizedTypeCastToExpressedType (MlirType type) |
| Casts from a type based on a quantized type to a corresponding typed based on the expressed type. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirQuantizedTypeCastExpressedToStorageType (MlirType type, MlirType candidate) |
| Casts from a type based on the expressed type of the given quantized type to equivalent type based on storage type of the same quantized type. More... | |
| MLIR_CAPI_EXPORTED bool | mlirTypeIsAAnyQuantizedType (MlirType type) |
Returns true if the given type is an AnyQuantizedType. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirAnyQuantizedTypeGet (unsigned flags, MlirType storageType, MlirType expressedType, int64_t storageTypeMin, int64_t storageTypeMax) |
Creates an instance of AnyQuantizedType with the given parameters in the same context as storageType and returns it. More... | |
| MLIR_CAPI_EXPORTED bool | mlirTypeIsAUniformQuantizedType (MlirType type) |
Returns true if the given type is a UniformQuantizedType. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirUniformQuantizedTypeGet (unsigned flags, MlirType storageType, MlirType expressedType, double scale, int64_t zeroPoint, int64_t storageTypeMin, int64_t storageTypeMax) |
Creates an instance of UniformQuantizedType with the given parameters in the same context as storageType and returns it. More... | |
| MLIR_CAPI_EXPORTED double | mlirUniformQuantizedTypeGetScale (MlirType type) |
| Returns the scale of the given uniform quantized type. More... | |
| MLIR_CAPI_EXPORTED int64_t | mlirUniformQuantizedTypeGetZeroPoint (MlirType type) |
| Returns the zero point of the given uniform quantized type. More... | |
| MLIR_CAPI_EXPORTED bool | mlirUniformQuantizedTypeIsFixedPoint (MlirType type) |
Returns true if the given uniform quantized type is fixed-point. More... | |
| MLIR_CAPI_EXPORTED bool | mlirTypeIsAUniformQuantizedPerAxisType (MlirType type) |
Returns true if the given type is a UniformQuantizedPerAxisType. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirUniformQuantizedPerAxisTypeGet (unsigned flags, MlirType storageType, MlirType expressedType, intptr_t nDims, double *scales, int64_t *zeroPoints, int32_t quantizedDimension, int64_t storageTypeMin, int64_t storageTypeMax) |
Creates an instance of UniformQuantizedPerAxisType with the given parameters in the same context as storageType and returns it. More... | |
| MLIR_CAPI_EXPORTED intptr_t | mlirUniformQuantizedPerAxisTypeGetNumDims (MlirType type) |
| Returns the number of axes in the given quantized per-axis type. More... | |
| MLIR_CAPI_EXPORTED double | mlirUniformQuantizedPerAxisTypeGetScale (MlirType type, intptr_t pos) |
Returns pos-th scale of the given quantized per-axis type. More... | |
| MLIR_CAPI_EXPORTED int64_t | mlirUniformQuantizedPerAxisTypeGetZeroPoint (MlirType type, intptr_t pos) |
Returns pos-th zero point of the given quantized per-axis type. More... | |
| MLIR_CAPI_EXPORTED int32_t | mlirUniformQuantizedPerAxisTypeGetQuantizedDimension (MlirType type) |
| Returns the index of the quantized dimension in the given quantized per-axis type. More... | |
| MLIR_CAPI_EXPORTED bool | mlirUniformQuantizedPerAxisTypeIsFixedPoint (MlirType type) |
Returns true if the given uniform quantized per-axis type is fixed-point. More... | |
| MLIR_CAPI_EXPORTED bool | mlirTypeIsACalibratedQuantizedType (MlirType type) |
Returns true if the given type is a CalibratedQuantizedType. More... | |
| MLIR_CAPI_EXPORTED MlirType | mlirCalibratedQuantizedTypeGet (MlirType expressedType, double min, double max) |
Creates an instance of CalibratedQuantizedType with the given parameters in the same context as expressedType and returns it. More... | |
| MLIR_CAPI_EXPORTED double | mlirCalibratedQuantizedTypeGetMin (MlirType type) |
| Returns the min value of the given calibrated quantized type. More... | |
| MLIR_CAPI_EXPORTED double | mlirCalibratedQuantizedTypeGetMax (MlirType type) |
| Returns the max value of the given calibrated quantized type. More... | |
Function Documentation
◆ MLIR_DECLARE_CAPI_DIALECT_REGISTRATION()
| MLIR_DECLARE_CAPI_DIALECT_REGISTRATION | ( | quant | , |
| quant | |||
| ) |
◆ mlirAnyQuantizedTypeGet()
| MLIR_CAPI_EXPORTED MlirType mlirAnyQuantizedTypeGet | ( | unsigned | flags, |
| MlirType | storageType, | ||
| MlirType | expressedType, | ||
| int64_t | storageTypeMin, | ||
| int64_t | storageTypeMax | ||
| ) |
Creates an instance of AnyQuantizedType with the given parameters in the same context as storageType and returns it.
The instance is owned by the context.
Definition at line 118 of file Quant.cpp.
References mlir::quant::AnyQuantizedType::get(), unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirCalibratedQuantizedTypeGet()
| MLIR_CAPI_EXPORTED MlirType mlirCalibratedQuantizedTypeGet | ( | MlirType | expressedType, |
| double | min, | ||
| double | max | ||
| ) |
Creates an instance of CalibratedQuantizedType with the given parameters in the same context as expressedType and returns it.
The instance is owned by the context.
Definition at line 212 of file Quant.cpp.
References mlir::quant::CalibratedQuantizedType::get(), max(), min(), unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirCalibratedQuantizedTypeGetMax()
| MLIR_CAPI_EXPORTED double mlirCalibratedQuantizedTypeGetMax | ( | MlirType | type | ) |
Returns the max value of the given calibrated quantized type.
Definition at line 222 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirCalibratedQuantizedTypeGetMin()
| MLIR_CAPI_EXPORTED double mlirCalibratedQuantizedTypeGetMin | ( | MlirType | type | ) |
Returns the min value of the given calibrated quantized type.
Definition at line 218 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeCastExpressedToStorageType()
| MLIR_CAPI_EXPORTED MlirType mlirQuantizedTypeCastExpressedToStorageType | ( | MlirType | type, |
| MlirType | candidate | ||
| ) |
Casts from a type based on the expressed type of the given quantized type to equivalent type based on storage type of the same quantized type.
Definition at line 103 of file Quant.cpp.
References unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeCastFromExpressedType()
| MLIR_CAPI_EXPORTED MlirType mlirQuantizedTypeCastFromExpressedType | ( | MlirType | type, |
| MlirType | candidate | ||
| ) |
Casts from a type based on the expressed type of the given type to a corresponding type based on the given type.
Returns a null type if the cast is not valid.
Definition at line 93 of file Quant.cpp.
References unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeCastFromStorageType()
| MLIR_CAPI_EXPORTED MlirType mlirQuantizedTypeCastFromStorageType | ( | MlirType | type, |
| MlirType | candidate | ||
| ) |
Casts from a type based on the storage type of the given type to a corresponding type based on the given type.
Returns a null type if the cast is not valid.
Definition at line 82 of file Quant.cpp.
References unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeCastToExpressedType()
| MLIR_CAPI_EXPORTED MlirType mlirQuantizedTypeCastToExpressedType | ( | MlirType | type | ) |
Casts from a type based on a quantized type to a corresponding typed based on the expressed type.
Returns a null type if the cast is not valid.
Definition at line 99 of file Quant.cpp.
References mlir::quant::QuantizedType::castToExpressedType(), unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeCastToStorageType()
| MLIR_CAPI_EXPORTED MlirType mlirQuantizedTypeCastToStorageType | ( | MlirType | type | ) |
Casts from a type based on a quantized type to a corresponding typed based on the storage type.
Returns a null type if the cast is not valid.
Definition at line 88 of file Quant.cpp.
References mlir::quant::QuantizedType::castToStorageType(), unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetDefaultMaximumForInteger()
| MLIR_CAPI_EXPORTED int64_t mlirQuantizedTypeGetDefaultMaximumForInteger | ( | bool | isSigned, |
| unsigned | integralWidth | ||
| ) |
Returns the maximum possible value stored by a quantized type.
Definition at line 36 of file Quant.cpp.
References mlir::quant::QuantizedType::getDefaultMaximumForInteger().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetDefaultMinimumForInteger()
| MLIR_CAPI_EXPORTED int64_t mlirQuantizedTypeGetDefaultMinimumForInteger | ( | bool | isSigned, |
| unsigned | integralWidth | ||
| ) |
Returns the minimum possible value stored by a quantized type.
Definition at line 30 of file Quant.cpp.
References mlir::quant::QuantizedType::getDefaultMinimumForInteger().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetExpressedType()
| MLIR_CAPI_EXPORTED MlirType mlirQuantizedTypeGetExpressedType | ( | MlirType | type | ) |
Gets the original type approximated by the given quantized type.
Definition at line 42 of file Quant.cpp.
References unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetFlags()
| MLIR_CAPI_EXPORTED unsigned mlirQuantizedTypeGetFlags | ( | MlirType | type | ) |
Gets the flags associated with the given quantized type.
Definition at line 46 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetQuantizedElementType()
| MLIR_CAPI_EXPORTED MlirType mlirQuantizedTypeGetQuantizedElementType | ( | MlirType | type | ) |
Returns the element type of the given quantized type as another quantized type.
Definition at line 78 of file Quant.cpp.
References mlir::quant::QuantizedType::getQuantizedElementType(), unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetSignedFlag()
| MLIR_CAPI_EXPORTED unsigned mlirQuantizedTypeGetSignedFlag | ( | void | ) |
Returns the bit flag used to indicate signedness of a quantized type.
Definition at line 26 of file Quant.cpp.
References mlir::quant::QuantizationFlags::Signed.
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetStorageType()
| MLIR_CAPI_EXPORTED MlirType mlirQuantizedTypeGetStorageType | ( | MlirType | type | ) |
Returns the underlying type used to store the values.
Definition at line 54 of file Quant.cpp.
References unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetStorageTypeIntegralWidth()
| MLIR_CAPI_EXPORTED unsigned mlirQuantizedTypeGetStorageTypeIntegralWidth | ( | MlirType | type | ) |
Returns the integral bitwidth that the storage type of the given quantized type can represent exactly.
Definition at line 66 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetStorageTypeMax()
| MLIR_CAPI_EXPORTED int64_t mlirQuantizedTypeGetStorageTypeMax | ( | MlirType | type | ) |
Returns the maximum value that the storage type of the given quantized type can take.
Definition at line 62 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeGetStorageTypeMin()
| MLIR_CAPI_EXPORTED int64_t mlirQuantizedTypeGetStorageTypeMin | ( | MlirType | type | ) |
Returns the minimum value that the storage type of the given quantized type can take.
Definition at line 58 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeIsCompatibleExpressedType()
| MLIR_CAPI_EXPORTED bool mlirQuantizedTypeIsCompatibleExpressedType | ( | MlirType | type, |
| MlirType | candidate | ||
| ) |
Returns true if the candidate type is compatible with the given quantized type.
Definition at line 72 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirQuantizedTypeIsSigned()
| MLIR_CAPI_EXPORTED bool mlirQuantizedTypeIsSigned | ( | MlirType | type | ) |
Returns true if the given type is signed, false otherwise.
Definition at line 50 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirTypeIsAAnyQuantizedType()
| MLIR_CAPI_EXPORTED bool mlirTypeIsAAnyQuantizedType | ( | MlirType | type | ) |
Returns true if the given type is an AnyQuantizedType.
Definition at line 114 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirTypeIsACalibratedQuantizedType()
| MLIR_CAPI_EXPORTED bool mlirTypeIsACalibratedQuantizedType | ( | MlirType | type | ) |
Returns true if the given type is a CalibratedQuantizedType.
Definition at line 208 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirTypeIsAQuantizedType()
| MLIR_CAPI_EXPORTED bool mlirTypeIsAQuantizedType | ( | MlirType | type | ) |
Returns true if the given type is a quantization dialect type.
Definition at line 22 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirTypeIsAUniformQuantizedPerAxisType()
| MLIR_CAPI_EXPORTED bool mlirTypeIsAUniformQuantizedPerAxisType | ( | MlirType | type | ) |
Returns true if the given type is a UniformQuantizedPerAxisType.
Definition at line 159 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirTypeIsAUniformQuantizedType()
| MLIR_CAPI_EXPORTED bool mlirTypeIsAUniformQuantizedType | ( | MlirType | type | ) |
Returns true if the given type is a UniformQuantizedType.
Definition at line 130 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedPerAxisTypeGet()
| MLIR_CAPI_EXPORTED MlirType mlirUniformQuantizedPerAxisTypeGet | ( | unsigned | flags, |
| MlirType | storageType, | ||
| MlirType | expressedType, | ||
| intptr_t | nDims, | ||
| double * | scales, | ||
| int64_t * | zeroPoints, | ||
| int32_t | quantizedDimension, | ||
| int64_t | storageTypeMin, | ||
| int64_t | storageTypeMax | ||
| ) |
Creates an instance of UniformQuantizedPerAxisType with the given parameters in the same context as storageType and returns it.
scales and zeroPoints point to nDims number of elements. The instance is owned by the context.
Definition at line 163 of file Quant.cpp.
References mlir::quant::UniformQuantizedPerAxisType::get(), unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedPerAxisTypeGetNumDims()
| MLIR_CAPI_EXPORTED intptr_t mlirUniformQuantizedPerAxisTypeGetNumDims | ( | MlirType | type | ) |
Returns the number of axes in the given quantized per-axis type.
Definition at line 174 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedPerAxisTypeGetQuantizedDimension()
| MLIR_CAPI_EXPORTED int32_t mlirUniformQuantizedPerAxisTypeGetQuantizedDimension | ( | MlirType | type | ) |
Returns the index of the quantized dimension in the given quantized per-axis type.
Definition at line 194 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedPerAxisTypeGetScale()
| MLIR_CAPI_EXPORTED double mlirUniformQuantizedPerAxisTypeGetScale | ( | MlirType | type, |
| intptr_t | pos | ||
| ) |
Returns pos-th scale of the given quantized per-axis type.
Definition at line 181 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedPerAxisTypeGetZeroPoint()
| MLIR_CAPI_EXPORTED int64_t mlirUniformQuantizedPerAxisTypeGetZeroPoint | ( | MlirType | type, |
| intptr_t | pos | ||
| ) |
Returns pos-th zero point of the given quantized per-axis type.
Definition at line 187 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedPerAxisTypeIsFixedPoint()
| MLIR_CAPI_EXPORTED bool mlirUniformQuantizedPerAxisTypeIsFixedPoint | ( | MlirType | type | ) |
Returns true if the given uniform quantized per-axis type is fixed-point.
Definition at line 200 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedTypeGet()
| MLIR_CAPI_EXPORTED MlirType mlirUniformQuantizedTypeGet | ( | unsigned | flags, |
| MlirType | storageType, | ||
| MlirType | expressedType, | ||
| double | scale, | ||
| int64_t | zeroPoint, | ||
| int64_t | storageTypeMin, | ||
| int64_t | storageTypeMax | ||
| ) |
Creates an instance of UniformQuantizedType with the given parameters in the same context as storageType and returns it.
The instance is owned by the context.
Definition at line 134 of file Quant.cpp.
References mlir::quant::UniformQuantizedType::get(), unwrap(), and wrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedTypeGetScale()
| MLIR_CAPI_EXPORTED double mlirUniformQuantizedTypeGetScale | ( | MlirType | type | ) |
Returns the scale of the given uniform quantized type.
Definition at line 143 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedTypeGetZeroPoint()
| MLIR_CAPI_EXPORTED int64_t mlirUniformQuantizedTypeGetZeroPoint | ( | MlirType | type | ) |
Returns the zero point of the given uniform quantized type.
Definition at line 147 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
◆ mlirUniformQuantizedTypeIsFixedPoint()
| MLIR_CAPI_EXPORTED bool mlirUniformQuantizedTypeIsFixedPoint | ( | MlirType | type | ) |
Returns true if the given uniform quantized type is fixed-point.
Definition at line 151 of file Quant.cpp.
References unwrap().
Referenced by populateDialectQuantSubmodule().
