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// META: title=validation tests for WebNN API tile operation
// META: global=window,dedicatedworker
// META: variant=?cpu
// META: variant=?gpu
// META: variant=?npu
// META: script=../resources/utils_validation.js
'use strict';
validateInputFromAnotherBuilder('tile');
const label = 'xxx-tile';
const tests = [
{
name:
'[tile] Test building tile with repetitions=[1, 1, 1, 1], float32 data type.',
input: {dataType: 'float32', shape: [1, 2, 3, 4]},
repetitions: [1, 1, 1, 1],
output: {dataType: 'float32', shape: [1, 2, 3, 4]},
options: {
label: label,
},
},
{
name:
'[tile] Test building tile with repetitions=[1, 2, 3, 4], uint32 data type.',
input: {dataType: 'uint32', shape: [1, 2, 3, 4]},
repetitions: [1, 2, 3, 4],
output: {dataType: 'uint32', shape: [1, 4, 9, 16]},
},
{
name:
'[tile] Throw if repetitions\'s size is not the same as input\'s rank.',
input: {dataType: 'int32', shape: [1, 2, 4]},
repetitions: [1, 2, 3, 4],
},
{
name: '[tile] Throw if any value in repetitions is zero.',
input: {dataType: 'int32', shape: [1, 2, 3, 4]},
repetitions: [0, 1, 2, 3],
},
{
name: '[tile] Throw if any value in repetitions is negative.',
input: {dataType: 'int32', shape: [1, 2, 3, 4]},
repetitions: [-1, 1, 2, 3],
},
{
name:
'[tile] Throw if any value in repetitions causes tiled dimension size overflow.',
input: {dataType: 'int32', shape: [1, 2, 3, 4]},
repetitions: [1, 1, kMaxUnsignedLong, 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.tile(input, test.repetitions, 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 + '\\]');
builder.tile(input, test.repetitions, options);
assert_throws_with_label(
() => builder.tile(input, test.repetitions, options), regrexp);
} else {
assert_throws_js(
TypeError, () => builder.tile(input, test.repetitions, options));
}
}
}, test.name));