CastLike

CastLike - 24

Version

  • name: CastLike (GitHub)

  • domain: main

  • since_version: 24

  • function: True

  • support_level: SupportType.COMMON

  • shape inference: True

This version of the operator has been available since version 24.

Summary

The operator casts the elements of a given input tensor (the first input) to the same data type as the elements of the second input tensor. See documentation of the Cast operator for further details.

Attributes

  • round_mode - STRING (default is 'up'):

    Rounding mode for conversion to float8e8m0. It only applies to casting to float8e8m0 and is up by default. up: round to nearest value away from zero, down: round to nearest value towards zero, nearest: round to nearest value and ties round up. Please refer to operator Cast description for further details.

  • saturate - INT (default is '1'):

    The parameter defines how the conversion behaves if an input value is out of range of the destination type. It only applies for float 8 conversion (float8e4m3fn, float8e4m3fnuz, float8e5m2, float8e5m2fnuz, float8e8m0). It is true by default. Please refer to operator Cast description for further details.

Inputs

  • input (heterogeneous) - T1:

    Input tensor to be cast.

  • target_type (heterogeneous) - T2:

    The (first) input tensor will be cast to produce a tensor of the same type as this (second input) tensor.

Outputs

  • output (heterogeneous) - T2:

    Output tensor produced by casting the first input tensor to have the same type as the second input tensor.

Type Constraints

  • T1 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float4e2m1), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(float8e8m0), tensor(int16), tensor(int32), tensor(int4), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint4), tensor(uint64), tensor(uint8) ):

    Constrain input types. Casting from complex is not supported.

  • T2 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float4e2m1), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(float8e8m0), tensor(int16), tensor(int32), tensor(int4), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint4), tensor(uint64), tensor(uint8) ):

    Constrain output types. Casting to complex is not supported.

CastLike - 23

Version

  • name: CastLike (GitHub)

  • domain: main

  • since_version: 23

  • function: True

  • support_level: SupportType.COMMON

  • shape inference: True

This version of the operator has been available since version 23.

Summary

The operator casts the elements of a given input tensor (the first input) to the same data type as the elements of the second input tensor. See documentation of the Cast operator for further details.

Attributes

  • saturate - INT (default is '1'):

    The parameter defines how the conversion behaves if an input value is out of range of the destination type. It only applies for float 8 conversion (float8e4m3fn, float8e4m3fnuz, float8e5m2, float8e5m2fnuz). It is true by default. Please refer to operator Cast description for further details.

Inputs

  • input (heterogeneous) - T1:

    Input tensor to be cast.

  • target_type (heterogeneous) - T2:

    The (first) input tensor will be cast to produce a tensor of the same type as this (second input) tensor.

Outputs

  • output (heterogeneous) - T2:

    Output tensor produced by casting the first input tensor to have the same type as the second input tensor.

Type Constraints

  • T1 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float4e2m1), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(int16), tensor(int32), tensor(int4), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint4), tensor(uint64), tensor(uint8) ):

    Constrain input types. Casting from complex is not supported.

  • T2 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float4e2m1), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(int16), tensor(int32), tensor(int4), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint4), tensor(uint64), tensor(uint8) ):

    Constrain output types. Casting to complex is not supported.

CastLike - 21

Version

  • name: CastLike (GitHub)

  • domain: main

  • since_version: 21

  • function: True

  • support_level: SupportType.COMMON

  • shape inference: True

This version of the operator has been available since version 21.

Summary

The operator casts the elements of a given input tensor (the first input) to the same data type as the elements of the second input tensor. See documentation of the Cast operator for further details.

Attributes

  • saturate - INT (default is '1'):

    The parameter defines how the conversion behaves if an input value is out of range of the destination type. It only applies for float 8 conversion (float8e4m3fn, float8e4m3fnuz, float8e5m2, float8e5m2fnuz). It is true by default. Please refer to operator Cast description for further details.

Inputs

  • input (heterogeneous) - T1:

    Input tensor to be cast.

  • target_type (heterogeneous) - T2:

    The (first) input tensor will be cast to produce a tensor of the same type as this (second input) tensor.

Outputs

  • output (heterogeneous) - T2:

    Output tensor produced by casting the first input tensor to have the same type as the second input tensor.

Type Constraints

  • T1 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(int16), tensor(int32), tensor(int4), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint4), tensor(uint64), tensor(uint8) ):

    Constrain input types. Casting from complex is not supported.

  • T2 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(int16), tensor(int32), tensor(int4), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint4), tensor(uint64), tensor(uint8) ):

    Constrain output types. Casting to complex is not supported.

CastLike - 19

Version

  • name: CastLike (GitHub)

  • domain: main

  • since_version: 19

  • function: True

  • support_level: SupportType.COMMON

  • shape inference: True

This version of the operator has been available since version 19.

Summary

The operator casts the elements of a given input tensor (the first input) to the same data type as the elements of the second input tensor. See documentation of the Cast operator for further details.

Attributes

  • saturate - INT (default is '1'):

    The parameter defines how the conversion behaves if an input value is out of range of the destination type. It only applies for float 8 conversion (float8e4m3fn, float8e4m3fnuz, float8e5m2, float8e5m2fnuz). It is true by default. Please refer to operator Cast description for further details.

Inputs

  • input (heterogeneous) - T1:

    Input tensor to be cast.

  • target_type (heterogeneous) - T2:

    The (first) input tensor will be cast to produce a tensor of the same type as this (second input) tensor.

Outputs

  • output (heterogeneous) - T2:

    Output tensor produced by casting the first input tensor to have the same type as the second input tensor.

Type Constraints

  • T1 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8) ):

    Constrain input types. Casting from complex is not supported.

  • T2 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(float8e4m3fn), tensor(float8e4m3fnuz), tensor(float8e5m2), tensor(float8e5m2fnuz), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8) ):

    Constrain output types. Casting to complex is not supported.

CastLike - 15

Version

  • name: CastLike (GitHub)

  • domain: main

  • since_version: 15

  • function: True

  • support_level: SupportType.COMMON

  • shape inference: True

This version of the operator has been available since version 15.

Summary

The operator casts the elements of a given input tensor (the first input) to the same data type as the elements of the second input tensor. See documentation of the Cast operator for further details.

Inputs

  • input (heterogeneous) - T1:

    Input tensor to be cast.

  • target_type (heterogeneous) - T2:

    The (first) input tensor will be cast to produce a tensor of the same type as this (second input) tensor.

Outputs

  • output (heterogeneous) - T2:

    Output tensor produced by casting the first input tensor to have the same type as the second input tensor.

Type Constraints

  • T1 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8) ):

    Constrain input types. Casting from complex is not supported.

  • T2 in ( tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8) ):

    Constrain output types. Casting to complex is not supported.