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

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Test Info: Warnings

// META: title=validation tests for WebNN API transpose operation
// META: global=window,dedicatedworker
// META: variant=?cpu
// META: variant=?gpu
// META: variant=?npu
// META: script=../resources/utils_validation.js
'use strict';
validateInputFromAnotherBuilder('transpose');
const label = 'transpose-2';
const tests = [
{
name: '[transpose] Test building transpose with permutation=[0, 2, 3, 1].',
input: {dataType: 'float32', shape: [1, 2, 3, 4]},
options: {permutation: [0, 2, 3, 1]},
output: {dataType: 'float32', shape: [1, 3, 4, 2]}
},
{
name:
'[transpose] Throw if permutation\'s size is not the same as input\'s rank.',
input: {dataType: 'int32', shape: [1, 2, 4]},
options: {
permutation: [0, 2, 3, 1],
label: label,
},
},
{
name: '[transpose] Throw if two values in permutation are same.',
input: {dataType: 'int32', shape: [1, 2, 3, 4]},
options: {
permutation: [0, 2, 3, 2],
label: label,
},
},
{
name:
'[transpose] Throw if any value in permutation is not in the range [0,input\'s rank).',
input: {dataType: 'int32', shape: [1, 2, 3, 4]},
options: {
permutation: [0, 1, 2, 4],
label: label,
},
},
{
name: '[transpose] Throw if any value in permutation is negative.',
input: {dataType: 'int32', shape: [1, 2, 3, 4]},
options: {
permutation: [0, -1, 2, 3],
},
}
];
tests.forEach(
test => promise_test(async t => {
const builder = new MLGraphBuilder(context);
const input = builder.input('input', test.input);
if (test.output) {
const output = builder.transpose(input, test.options);
assert_equals(output.dataType, test.output.dataType);
assert_array_equals(output.shape, test.output.shape);
} else {
const options = {...test.options};
if (options.label) {
const regrexp = new RegExp('\\[' + label + '\\]');
assert_throws_with_label(
() => builder.transpose(input, options), regrexp);
} else {
assert_throws_js(TypeError, () => builder.transpose(input, options));
}
}
}, test.name));
promise_test(async t => {
for (let dataType of allWebNNOperandDataTypes) {
if (!context.opSupportLimits().input.dataTypes.includes(dataType)) {
continue;
}
const builder = new MLGraphBuilder(context);
const shape = [1, 2, 3, 4];
const input = builder.input(`input`, {dataType, shape});
if (context.opSupportLimits().transpose.input.dataTypes.includes(
dataType)) {
const output = builder.transpose(input);
assert_equals(output.dataType, dataType);
assert_array_equals(output.shape, [4, 3, 2, 1]);
} else {
assert_throws_js(TypeError, () => builder.transpose(input));
}
}
}, `[transpose] Test transpose with all of the data types.`);