5.3.4. Enums - 5.3.4. Enums - 5.3 English - 68552

enum DLP_POST_OP_TYPE#

Enumeration of post-operation types that can be applied to GEMM results.

This enum defines the different types of operations that can be performed on the output matrix after GEMM computation.

Post-operation types for GEMM results.

Enumerates supported post-operations that can be applied to GEMM output.

Values:

enumerator ELTWISE#

Element-wise operations (activations)

enumerator BIAS#

Bias addition operation

enumerator SCALE#

Scaling operation

enumerator MATRIX_ADD#

Matrix addition operation

enumerator MATRIX_MUL#

Matrix multiplication operation

enum DLP_ELT_ALGO_TYPE#

Enumeration of element-wise algorithm types supported in post-operations.

This enum defines the various activation functions and element-wise operations that can be applied as post-operations in GEMM computations.

Element-wise algorithm types for post-operations.

Enumerates supported activation and element-wise functions for GEMM post-ops.

Values:

enumerator RELU#

Rectified Linear Unit activation: max(0, x)

enumerator PRELU#

Parametric ReLU activation: max(alpha*x, x)

enumerator GELU_TANH#

GELU activation using tanh approximation

enumerator GELU_ERF#

GELU activation using error function

enumerator CLIP#

Clipping operation: min(max(x, min_val), max_val)

enumerator SWISH#

Swish activation: x * sigmoid(x)

enumerator TANH#

Hyperbolic tangent activation

enumerator SIGMOID#

Sigmoid activation: 1 / (1 + exp(-x))

enumerator MISH#

Mish activation: x * tanh(softplus(x))

enum DLP_TYPE#

Enumeration of supported data types for parameter storage.

This enum defines the various data types that can be used for storing parameters in GEMM operations and post-operations.

Supported data types for GEMM and post-op parameters.

Enumerates all valid data types for parameter storage in GEMM/post-ops.

Values:

enumerator DLP_INVALID#

Invalid or unspecified type

enumerator DLP_S4#

Signed 4-bit integer

enumerator DLP_U4#

Unsigned 4-bit integer

enumerator DLP_F4#

4-bit floating point

enumerator DLP_S8#

Signed 8-bit integer

enumerator DLP_U8#

Unsigned 8-bit integer

enumerator DLP_S16#

Signed 16-bit integer

enumerator DLP_U16#

Unsigned 16-bit integer

enumerator DLP_F16#

16-bit floating point

enumerator DLP_BF16#

Brain floating point 16-bit

enumerator DLP_S32#

Signed 32-bit integer

enumerator DLP_U32#

Unsigned 32-bit integer

enumerator DLP_F32#

32-bit floating point

enumerator DLP_MAX#

Maximum value (enum boundary)

See Also

• GEMM Operations - GEMM operations

• Element-wise Operations - Element-wise operations

• Utility Functions - Utility functions