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-rw-r--r--testing/web-platform/tests/webnn/validation_tests/gemm.https.any.js140
1 files changed, 140 insertions, 0 deletions
diff --git a/testing/web-platform/tests/webnn/validation_tests/gemm.https.any.js b/testing/web-platform/tests/webnn/validation_tests/gemm.https.any.js
index 77ce6383cc..abe0ba6193 100644
--- a/testing/web-platform/tests/webnn/validation_tests/gemm.https.any.js
+++ b/testing/web-platform/tests/webnn/validation_tests/gemm.https.any.js
@@ -19,3 +19,143 @@ multi_builder_test(async (t, builder, otherBuilder) => {
const b = builder.input('b', kExampleInputDescriptor);
assert_throws_js(TypeError, () => builder.gemm(a, b, options));
}, '[gemm] throw if c option is from another builder');
+
+const tests = [
+ {
+ name: '[gemm] Test building gemm with default option.',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float32', dimensions: [3, 4]},
+ output: {dataType: 'float32', dimensions: [2, 4]}
+ },
+ {
+ name:
+ '[gemm] Throw if inputShapeA[1] is not equal to inputShapeB[0] default options.',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float32', dimensions: [2, 4]},
+ },
+ {
+ name: '[gemm] Test building gemm with aTranspose=true.',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float32', dimensions: [2, 4]},
+ options: {
+ aTranspose: true,
+ },
+ output: {dataType: 'float32', dimensions: [3, 4]}
+ },
+ {
+ name:
+ '[gemm] Throw if inputShapeA[0] is not equal to inputShapeB[0] with aTranspose=true.',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float32', dimensions: [3, 4]},
+ options: {
+ aTranspose: true,
+ },
+ },
+ {
+ name: '[gemm] Test building gemm with bTranspose=true.',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float32', dimensions: [4, 3]},
+ options: {
+ bTranspose: true,
+ },
+ output: {dataType: 'float32', dimensions: [2, 4]}
+ },
+ {
+ name:
+ '[gemm] Throw if inputShapeA[0] is not equal to inputShapeB[0] with bTranspose=true.',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float32', dimensions: [3, 4]},
+ options: {
+ bTranspose: true,
+ },
+ },
+ {
+ name: '[gemm] Throw if the rank of inputA is not 2.',
+ a: {dataType: 'float32', dimensions: [2, 3, 1]},
+ b: {dataType: 'float32', dimensions: [2, 4]},
+ },
+ {
+ name: '[gemm] Throw if the rank of inputB is not 2.',
+ a: {dataType: 'float32', dimensions: [2, 4]},
+ b: {dataType: 'float32', dimensions: [2, 3, 1]},
+ },
+ {
+ name: '[gemm] Throw if data types of two inputs do not match.',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float16', dimensions: [3, 4]},
+ },
+ {
+ name: '[gemm] Test building gemm with inputC.',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float32', dimensions: [3, 4]},
+ options: {
+ c: {dataType: 'float32', dimensions: [4]},
+ },
+ output: {dataType: 'float32', dimensions: [2, 4]}
+ },
+ {
+ name: '[gemm] Test building gemm with scalar inputC.',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float32', dimensions: [3, 4]},
+ options: {
+ c: {dataType: 'float32', dimensions: []},
+ },
+ output: {dataType: 'float32', dimensions: [2, 4]}
+ },
+ {
+ name:
+ '[gemm] Throw if inputShapeC is not unidirectionally broadcastable to the output shape [inputShapeA[0], inputShapeB[1]].',
+ a: {dataType: 'float32', dimensions: [2, 3]},
+ b: {dataType: 'float32', dimensions: [3, 4]},
+ options: {
+ c: {dataType: 'float32', dimensions: [2, 3]},
+ },
+ },
+ {
+ name: '[gemm] Throw if the input data type is not floating point.',
+ a: {dataType: 'int32', dimensions: [2, 3]},
+ b: {dataType: 'int32', dimensions: [3, 4]}
+ },
+ {
+ name:
+ '[gemm] Throw if data type of inputC does not match ones of inputA and inputB.',
+ a: {dataType: 'float32', dimensions: [3, 2]},
+ b: {dataType: 'float32', dimensions: [4, 3]},
+ options: {
+ c: {dataType: 'float16', dimensions: [2, 4]},
+ aTranspose: true,
+ bTranspose: true,
+ },
+ },
+ {
+ name: '[gemm] Throw if the rank of inputC is 3.',
+ a: {dataType: 'float32', dimensions: [3, 2]},
+ b: {dataType: 'float32', dimensions: [4, 3]},
+ options: {
+ c: {dataType: 'float32', dimensions: [2, 3, 4]},
+ aTranspose: true,
+ bTranspose: true,
+ },
+ },
+];
+
+tests.forEach(
+ test => promise_test(async t => {
+ const a = builder.input(
+ 'a', {dataType: test.a.dataType, dimensions: test.a.dimensions});
+ const b = builder.input(
+ 'b', {dataType: test.b.dataType, dimensions: test.b.dimensions});
+ if (test.options && test.options.c) {
+ test.options.c = builder.input('c', {
+ dataType: test.options.c.dataType,
+ dimensions: test.options.c.dimensions
+ });
+ }
+ if (test.output) {
+ const output = builder.gemm(a, b, test.options);
+ assert_equals(output.dataType(), test.output.dataType);
+ assert_array_equals(output.shape(), test.output.dimensions);
+ } else {
+ assert_throws_js(TypeError, () => builder.gemm(a, b, test.options));
+ }
+ }, test.name));