81 lines
2.4 KiB
JavaScript
81 lines
2.4 KiB
JavaScript
// META: title=validation tests for WebNN API relu operation
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// META: global=window
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// META: variant=?cpu
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// META: variant=?gpu
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// META: variant=?npu
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// META: script=../resources/utils_validation.js
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'use strict';
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const tests = [
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{
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name: '[cumulativeSum] Test with default options',
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input: {dataType: 'float32', shape: [3, 2, 5]},
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axis: 0,
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output: {dataType: 'float32', shape: [3, 2, 5]}
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},
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{
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name: '[cumulativeSum] Test with axis=1',
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input: {dataType: 'float32', shape: [3, 2, 5]},
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axis: 1,
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output: {dataType: 'float32', shape: [3, 2, 5]}
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},
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{
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name: '[cumulativeSum] Test with exclusive=true',
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input: {dataType: 'float32', shape: [3, 2, 5]},
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axis: 1,
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options: {exclusive: true},
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output: {dataType: 'float32', shape: [3, 2, 5]}
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},
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{
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name: '[cumulativeSum] Test with reversed=true',
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input: {dataType: 'float32', shape: [3, 2, 5]},
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axis: 1,
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options: {reversed: true},
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output: {dataType: 'float32', shape: [3, 2, 5]}
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},
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{
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name: '[cumulativeSum] Throw if input is a scalar',
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input: {dataType: 'float32', shape: []},
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axis: 0
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},
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{
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name: '[cumulativeSum] Throw if axis is invalid',
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input: {dataType: 'float32', shape: [1, 2, 3]},
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axis: 3
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},
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]
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tests.forEach(
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test => promise_test(async t => {
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const builder = new MLGraphBuilder(context);
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const input = builder.input('input', test.input);
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const options = {};
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if (test.options) {
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if (test.options.exclusive) {
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options.exclusive = test.options.exclusive;
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}
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if (test.options.reversed) {
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options.reversed = test.options.reversed;
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}
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}
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if (test.output) {
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const output = builder.cumulativeSum(input, test.axis, options);
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assert_equals(output.dataType, test.output.dataType);
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assert_array_equals(output.shape, test.output.shape);
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} else {
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const label = 'cumulative_sum';
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options.label = label;
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const regexp = new RegExp('\\[' + label + '\\]');
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assert_throws_with_label(
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() => builder.cumulativeSum(input, test.axis, options), regexp);
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}
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}, test.name));
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multi_builder_test(async (t, builder, otherBuilder) => {
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const inputFromOtherBuilder =
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otherBuilder.input('input', {dataType: 'float32', shape: [3, 2, 5]});
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assert_throws_js(
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TypeError, () => builder.cumulativeSum(inputFromOtherBuilder, 0));
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}, '[cumulativeSum] throw if input is from another builder');
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