com.microsoft - NhwcConv#

NhwcConv - 1#

Version

  • name: NhwcConv (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

  • auto_pad - STRING :

  • dilations - INTS : dilation value along each spatial axis of the filter. If not present, the dilation defaults is 1 along each spatial axis.

  • group - INT : number of groups input channels and output channels are divided into.

  • kernel_shape - INTS : The shape of the convolution kernel. If not present, should be inferred from input W.

  • pads - INTS :

  • strides - INTS : Stride along each spatial axis. If not present, the stride defaults is 1 along each spatial axis.

Inputs

Between 2 and 3 inputs.

  • X (heterogeneous) - T:

  • W (heterogeneous) - T:

  • B (optional, heterogeneous) - T:

Outputs

  • Y (heterogeneous) - T:

Type Constraints

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

Examples