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gatherElements.https.any.js (3304B)

      1 // META: title=validation tests for WebNN API gatherElements operation
      2 // META: global=window
      3 // META: variant=?cpu
      4 // META: variant=?gpu
      5 // META: variant=?npu
      6 // META: script=../resources/utils_validation.js
      7 
      8 'use strict';
      9 
     10 const tests = [
     11  {
     12    name: '[gatherElements] Test gatherElements with default options',
     13    input: {dataType: 'float32', shape: [1, 2, 3]},
     14    indices: {dataType: 'int32', shape: [2, 2, 3]},
     15    output: {dataType: 'float32', shape: [2, 2, 3]}
     16  },
     17  {
     18    name: '[gatherElements] Test gatherElements with axis = 2',
     19    input: {dataType: 'float32', shape: [1, 2, 3, 4]},
     20    indices: {dataType: 'int32', shape: [1, 2, 1, 4]},
     21    axis: 2,
     22    output: {dataType: 'float32', shape: [1, 2, 1, 4]}
     23  },
     24  {
     25    name: '[gatherElements] Throw if input is a scalar',
     26    input: {dataType: 'float32', shape: []},
     27    indices: {dataType: 'int32', shape: []}
     28  },
     29  {
     30    name:
     31        '[gatherElements] Throw if the axis is greater than the rank of input',
     32    input: {dataType: 'float32', shape: [1, 2, 3]},
     33    indices: {dataType: 'int32', shape: [1, 2, 3]},
     34    axis: 4
     35  },
     36  {
     37    name: '[gatherElements] Throw if indices data type is float32',
     38    input: {dataType: 'float32', shape: [1, 2, 3]},
     39    indices: {dataType: 'float32', shape: [1, 2, 3]}
     40  },
     41  {
     42    name: '[gatherElements] Throw if input rank is not equal to indices rank',
     43    input: {dataType: 'float32', shape: [1, 2, 3]},
     44    indices: {dataType: 'int32', shape: [1, 2]}
     45  },
     46  {
     47    name: '[gatherElements] Throw if indices shape is incorrect',
     48    input: {dataType: 'float32', shape: [1, 2, 3, 4]},
     49    indices: {dataType: 'int32', shape: [3, 2, 3, 4]},
     50    axis: 3
     51  }
     52 ];
     53 
     54 tests.forEach(
     55    test => promise_test(async t => {
     56      const builder = new MLGraphBuilder(context);
     57      const input = builder.input('input', test.input);
     58      const indices = builder.input('indices', test.indices);
     59 
     60      const options = {};
     61      if (test.axis) {
     62        options.axis = test.axis;
     63      }
     64 
     65      if (test.output) {
     66        const output = builder.gatherElements(input, indices, options);
     67        assert_equals(output.dataType, test.output.dataType);
     68        assert_array_equals(output.shape, test.output.shape);
     69      } else {
     70        const label = 'gatherElements_'
     71        options.label = label;
     72        const regrexp = new RegExp('\\[' + label + '\\]');
     73        assert_throws_with_label(
     74            () => builder.gatherElements(input, indices, options), regrexp);
     75      }
     76    }, test.name));
     77 
     78 multi_builder_test(async (t, builder, otherBuilder) => {
     79  const inputFromOtherBuilder =
     80      otherBuilder.input('input', {dataType: 'float32', shape: [2, 2]});
     81 
     82  const indices = builder.input('indices', {dataType: 'int32', shape: [2, 2]});
     83  assert_throws_js(
     84      TypeError, () => builder.gatherElements(inputFromOtherBuilder, indices));
     85 }, '[gatherElements] Throw if input is from another builder');
     86 
     87 multi_builder_test(async (t, builder, otherBuilder) => {
     88  const indicesFromOtherBuilder =
     89      otherBuilder.input('indices', {dataType: 'int32', shape: [2, 2]});
     90 
     91  const input = builder.input('input', {dataType: 'float32', shape: [2, 2]});
     92  assert_throws_js(
     93      TypeError, () => builder.gatherElements(input, indicesFromOtherBuilder));
     94 }, '[gatherElements] Throw if indices is from another builder');