Bug 1949929 [wpt PR 50891] - webnn: implement quantizeLinear on coreml, a=testonly

Automatic update from web-platform-tests
webnn: implement quantizeLinear on coreml

Implement `quantizeLinear` using CoreML `quantize` op.

Add a cast_to_supported_type flag to `webnn_conformance_test` that skips
return early when input/output doesn't match opSupportLimits.
`buildAndExecuteGraphFunc` already has logic that handles implicit
casting.

Change-Id: I370ffccfa51b3156216c4504622bfb81543ea853
Bug: 385173305
Reviewed-on: https://chromium-review.googlesource.com/c/chromium/src/+/6289944
Reviewed-by: Reilly Grant <reillygchromium.org>
Commit-Queue: Phillis Tang <phillischromium.org>
Cr-Commit-Position: refs/heads/main{#1423539}

--

wpt-commits: f33579b93fb82e61f0c5302f05caa94bc0a274d7
wpt-pr: 50891

UltraBlame original commit: b11d24d120563a3b010411e946ce6980f9daac64

Author: marco-c

testing/web-platform/tests/webnn/conformance_tests/dequantizeLinear.https.any.js

@@ -3698,6 +3698,13 @@ webnn_conformance_test
 buildAndExecuteGraph
 getDequantizeLinearPrecisionTolerance
 test
+/
+*
+cast_to_supported_type
+=
+*
+/
+true
 )
 ;
 }

testing/web-platform/tests/webnn/conformance_tests/quantizeLinear.https.any.js

@@ -431,9 +431,257 @@ float32
 1D
 constant
 tensor
-broadcasting
+'
+'
+graph
+'
+:
+{
+'
+inputs
+'
+:
+{
+'
+quantizeLinearInput
+'
+:
+{
+'
+data
+'
+:
+[
+-
+2
+.
+549168109893799
+-
+4
+.
+794857501983643
+8
+.
+413617134094238
+6
+.
+108623504638672
+]
+'
+descriptor
+'
+:
+{
+shape
+:
+[
+4
+]
+dataType
+:
+'
+float32
+'
+}
+'
+constant
+'
+:
+true
+}
+'
+quantizeLinearScale
+'
+:
+{
+'
+data
+'
+:
+[
+9
+.
+343092918395996
+0
+.
+2800687253475189
+4
+.
+617084980010986
+1
+.
+1202747821807861
+]
+'
+descriptor
+'
+:
+{
+shape
+:
+[
+4
+]
+dataType
+:
+'
+float32
+'
+}
+'
+constant
+'
+:
+true
+}
+'
+quantizeLinearZeroPoint
+'
+:
+{
+'
+data
+'
+:
+[
+128
+128
+128
+128
+]
+'
+descriptor
+'
+:
+{
+shape
+:
+[
+4
+]
+dataType
+:
+'
+uint8
+'
+}
+'
+constant
+'
+:
+true
+}
+}
+'
+operators
+'
+:
+[
+{
+'
+name
+'
+:
+'
+quantizeLinear
+'
+'
+arguments
+'
+:
+[
+{
+'
+input
+'
+:
+'
+quantizeLinearInput
+'
+}
+{
+'
+scale
+'
+:
+'
+quantizeLinearScale
+'
+}
+{
+'
 zeroPoint
 '
+:
+'
+quantizeLinearZeroPoint
+'
+}
+]
+'
+outputs
+'
+:
+'
+quantizeLinearOutput
+'
+}
+]
+'
+expectedOutputs
+'
+:
+{
+'
+quantizeLinearOutput
+'
+:
+{
+'
+data
+'
+:
+[
+128
+111
+130
+133
+]
+'
+descriptor
+'
+:
+{
+shape
+:
+[
+4
+]
+dataType
+:
+'
+uint8
+'
+}
+}
+}
+}
+}
+{
+'
+name
+'
+:
+'
+quantizeLinear
+float32
+1D
+constant
+tensor
+with
+negative
+scale
+'
 '
 graph
 '
@@ -3427,6 +3675,13 @@ webnn_conformance_test
 buildAndExecuteGraph
 getQuantizeLinearPrecisionTolerance
 test
+/
+*
+cast_to_supported_type
+=
+*
+/
+true
 )
 ;
 }