com.microsoft - BitmaskBiasDropout#

BitmaskBiasDropout - 1#

Version

  • name: BitmaskBiasDropout (GitHub)

  • domain: com.microsoft

  • since_version: 1

  • function:

  • support_level: SupportType.COMMON

  • shape inference: True

This version of the operator has been available since version 1 of domain com.microsoft.

Summary

Attributes

  • seed - INT : (Optional) Seed to the random generator, if not specified we will auto generate one.

Inputs

Between 2 and 5 inputs.

  • data (heterogeneous) - T:

  • bias (heterogeneous) - T:

  • residual (optional, heterogeneous) - T:

  • ratio (optional, heterogeneous) - T1:

  • training_mode (optional, heterogeneous) - T2:

Outputs

Between 1 and 2 outputs.

  • output (heterogeneous) - T:

  • mask (optional, heterogeneous) - T3:

Type Constraints

  • T in ( tensor(bfloat16), tensor(double), tensor(float), tensor(float16) ): Constrain input and output types to float tensors.

  • T1 in ( tensor(bfloat16), tensor(double), tensor(float), tensor(float16) ): Constrain input ‘ratio’ types to float tensors.

  • T2 in ( tensor(bool) ): Constrain input ‘training_mode’ types to boolean tensors.

  • T3 in ( tensor(uint32) ): Constrain output ‘mask’ types to uint32 tensors.

Examples