mozilla-central/testing/web-platform/tests/webnn/validation_tests/scatterElements.https.any.js (file symbol)

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// META: title=validation tests for WebNN API scatterElements operation
// META: global=window,dedicatedworker
// META: variant=?cpu
// META: variant=?gpu
// META: variant=?npu
// META: script=../resources/utils_validation.js
'use strict';
const tests = [
{
name: '[scatterElements] Test scatterElements with default options',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [2, 3]},
updates: {dataType: 'float32', shape: [2, 3]},
output: {dataType: 'float32', shape: [3, 3]}
},
{
name: '[scatterElements] Test scatterElements with axis = 0',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [2, 3]},
updates: {dataType: 'float32', shape: [2, 3]},
axis: 0,
output: {dataType: 'float32', shape: [3, 3]}
},
{
name: '[scatterElements] Test scatterElements with axis = 1',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [3, 2]},
updates: {dataType: 'float32', shape: [3, 2]},
axis: 1,
output: {dataType: 'float32', shape: [3, 3]}
},
{
name: '[scatterElements] Throw if axis is greater than input rank',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [2, 3]},
updates: {dataType: 'float32', shape: [2, 3]},
axis: 2
},
{
name:
'[scatterElements] Throw if updates tensor data type is not the same as input data type',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [2, 3]},
updates: {dataType: 'float16', shape: [2, 3]},
},
{
name: '[scatterElements] Throw if input, indices and updates are scalar',
input: {dataType: 'float32', shape: []},
indices: {dataType: 'int32', shape: []},
updates: {dataType: 'float32', shape: []},
},
{
name:
'[scatterElements] Throw if indices rank is not the same as input rank',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [2, 3, 3]},
updates: {dataType: 'float32', shape: [2, 3, 3]},
},
{
name:
'[scatterElements] Throw if indices size is not the same as input size along axis 1',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [2, 4]},
updates: {dataType: 'float32', shape: [2, 4]},
axis: 0
},
{
name:
'[scatterElements] Throw if indices size is not the same as input size along axis 0',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [2, 2]},
updates: {dataType: 'float32', shape: [2, 2]},
axis: 1
},
{
name:
'[scatterElements] Throw if indices rank is not the same as updates rank',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [2, 3]},
updates: {dataType: 'float32', shape: [2, 3, 3]},
},
{
name:
'[scatterElements] Throw if indices shape is not the same as updates shape',
input: {dataType: 'float32', shape: [3, 3]},
indices: {dataType: 'int32', shape: [2, 3]},
updates: {dataType: 'float32', shape: [2, 4]},
}
];
tests.forEach(
test => promise_test(async t => {
const builder = new MLGraphBuilder(context);
const input = builder.input('input', test.input);
const indices = builder.input('indices', test.indices);
const updates = builder.input('updates', test.updates);
const options = {};
if (test.axis) {
options.axis = test.axis;
}
if (test.output) {
const output =
builder.scatterElements(input, indices, updates, options);
assert_equals(output.dataType, test.output.dataType);
assert_array_equals(output.shape, test.output.shape);
} else {
const label = 'a_scatter_elements'
options.label = label;
const regexp = new RegExp('\\[' + label + '\\]');
assert_throws_with_label(
() => builder.scatterElements(input, indices, updates, options),
regexp);
}
}, test.name));
multi_builder_test(async (t, builder, otherBuilder) => {
const input =
otherBuilder.input('input', {dataType: 'float32', shape: [3, 3]});
const indices = builder.input('indices', {dataType: 'int32', shape: [2, 3]});
const updates =
builder.input('updates', {dataType: 'float32', shape: [2, 3]});
assert_throws_js(
TypeError, () => builder.scatterElements(input, indices, updates));
}, '[scatterElements] Throw if input is from another builder');
multi_builder_test(async (t, builder, otherBuilder) => {
const input = builder.input('input', {dataType: 'float32', shape: [3, 3]});
const indices =
otherBuilder.input('indices', {dataType: 'int32', shape: [2, 3]});
const updates =
builder.input('updates', {dataType: 'float32', shape: [2, 3]});
assert_throws_js(
TypeError, () => builder.scatterElements(input, indices, updates));
}, '[scatterElements] Throw if indices is from another builder');
multi_builder_test(async (t, builder, otherBuilder) => {
const input = builder.input('input', {dataType: 'float32', shape: [3, 3]});
const indices = builder.input('indices', {dataType: 'int32', shape: [2, 3]});
const updates =
otherBuilder.input('updates', {dataType: 'float32', shape: [2, 3]});
assert_throws_js(
TypeError, () => builder.scatterElements(input, indices, updates));
}, '[scatterElements] Throw if updates is from another builder');