com.microsoft - DropoutGrad#

DropoutGrad - 1 (com.microsoft)#

Version

  • name: DropoutGrad (GitHub)

  • domain: com.microsoft

  • since_version: 1

  • function:

  • support_level:

  • shape inference:

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

Summary

DropoutGrad

Inputs

Between 2 and 4 inputs.

  • dy (heterogeneous) - T: The gradient tensor from output.

  • mask (heterogeneous) - T2: The mask output of the dropout.

  • ratio (optional, heterogeneous) - T1: Same value as the ratio input supplied to the dropout op with value in [0, 1). If this input is not specified, a default value of 0.5 is used.

  • training_mode (optional, heterogeneous) - T2: Same value as the training_mode input supplied to the dropout op. If this input is not specified, a default value of false is used.

Outputs

  • dx (heterogeneous) - T: Gradient of the input.

Examples