Merge pull request #706 from huningxin/conv2d_missing_validation

Bugfix: Add missing validation for conv2d() and convTranspose2d()

Author: huningxin

index.bs

@@ -1851,6 +1851,7 @@ partial interface MLGraphBuilder {
     1. If any element in |options|.{{MLConv2dOptions/strides}} is equal to 0, then [=exception/throw=] a {{TypeError}}.
     1. If |options|.{{MLConv2dOptions/dilations}} does not [=map/exist=], set it to the [=/list=] « 1, 1 ».
     1. Otherwise, if |options|.{{MLConv2dOptions/dilations}}'s [=list/size=] is not 2, then [=exception/throw=] a {{TypeError}}.
+    1. If any element in |options|.{{MLConv2dOptions/dilations}} is equal to 0, then [=exception/throw=] a {{TypeError}}.
     1. If |options|.{{MLConv2dOptions/groups}} is 0, then [=exception/throw=] a {{TypeError}}.
     1. *Calculate the output shape:*
         1. Let |inputShape| be |input|'s [=MLOperand/shape=].
@@ -2060,12 +2061,14 @@ partial interface MLGraphBuilder {
     1. If any element in |options|.{{MLConv2dOptions/strides}} is equal to 0, then [=exception/throw=] a {{TypeError}}.
     1. If |options|.{{MLConvTranspose2dOptions/dilations}} does not [=map/exist=], set it to the [=/list=] « 1, 1 ».
     1. Otherwise, if |options|.{{MLConvTranspose2dOptions/dilations}}'s [=list/size=] is not 2, then [=exception/throw=] a {{TypeError}}.
+    1. If any element in |options|.{{MLConvTranspose2dOptions/dilations}} is equal to 0, then [=exception/throw=] a {{TypeError}}.
     1. If |options|.{{MLConvTranspose2dOptions/outputPadding}} does not [=map/exist=], set it to the [=/list=] « 0, 0 ».
     1. Otherwise, if |options|.{{MLConvTranspose2dOptions/outputPadding}}'s [=list/size=] is not 2, then [=exception/throw=] a {{TypeError}}.
     1. If |options|.{{MLConvTranspose2dOptions/outputSizes}} [=map/exists=]:
         1. If its [=list/size=] is not 2, then [=exception/throw=] a {{TypeError}}.
     1. Otherwise:
         1. If |options|.{{MLConvTranspose2dOptions/outputPadding}}[0] is greater than or equal to |options|.{{MLConvTranspose2dOptions/strides}}[0], or |options|.{{MLConvTranspose2dOptions/outputPadding}}[1] is greater than or equal to |options|.{{MLConvTranspose2dOptions/strides}}[1], then [=exception/throw=] a {{TypeError}}.
+    1. If |options|.{{MLConvTranspose2dOptions/groups}} is 0, then [=exception/throw=] a {{TypeError}}.
     1. *Calculate the output shape:*
         1. Let |inputShape| be |input|'s [=MLOperand/shape=].
         1. Switch on |options|.{{MLConvTranspose2dOptions/inputLayout}}: