tor-browser

The Tor Browser
git clone https://git.dasho.dev/tor-browser.git
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transpose.https.any.js (2894B)

      1 // META: title=validation tests for WebNN API transpose 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 validateInputFromAnotherBuilder('transpose');
     11 
     12 const label = 'transpose-2';
     13 const tests = [
     14  {
     15    name: '[transpose] Test building transpose with permutation=[0, 2, 3, 1].',
     16    input: {dataType: 'float32', shape: [1, 2, 3, 4]},
     17    options: {permutation: [0, 2, 3, 1]},
     18    output: {dataType: 'float32', shape: [1, 3, 4, 2]}
     19  },
     20  {
     21    name:
     22        '[transpose] Throw if permutation\'s size is not the same as input\'s rank.',
     23    input: {dataType: 'int32', shape: [1, 2, 4]},
     24    options: {
     25      permutation: [0, 2, 3, 1],
     26      label: label,
     27    },
     28  },
     29  {
     30    name: '[transpose] Throw if two values in permutation are same.',
     31    input: {dataType: 'int32', shape: [1, 2, 3, 4]},
     32    options: {
     33      permutation: [0, 2, 3, 2],
     34      label: label,
     35    },
     36  },
     37  {
     38    name:
     39        '[transpose] Throw if any value in permutation is not in the range [0,input\'s rank).',
     40    input: {dataType: 'int32', shape: [1, 2, 3, 4]},
     41    options: {
     42      permutation: [0, 1, 2, 4],
     43      label: label,
     44    },
     45  },
     46  {
     47    name: '[transpose] Throw if any value in permutation is negative.',
     48    input: {dataType: 'int32', shape: [1, 2, 3, 4]},
     49    options: {
     50      permutation: [0, -1, 2, 3],
     51    },
     52  }
     53 ];
     54 
     55 tests.forEach(
     56    test => promise_test(async t => {
     57      const builder = new MLGraphBuilder(context);
     58      const input = builder.input('input', test.input);
     59      if (test.output) {
     60        const output = builder.transpose(input, test.options);
     61        assert_equals(output.dataType, test.output.dataType);
     62        assert_array_equals(output.shape, test.output.shape);
     63      } else {
     64        const options = {...test.options};
     65        if (options.label) {
     66          const regrexp = new RegExp('\\[' + label + '\\]');
     67          assert_throws_with_label(
     68              () => builder.transpose(input, options), regrexp);
     69        } else {
     70          assert_throws_js(TypeError, () => builder.transpose(input, options));
     71        }
     72      }
     73    }, test.name));
     74 
     75 promise_test(async t => {
     76  for (let dataType of allWebNNOperandDataTypes) {
     77    if (!context.opSupportLimits().input.dataTypes.includes(dataType)) {
     78      continue;
     79    }
     80    const builder = new MLGraphBuilder(context);
     81    const shape = [1, 2, 3, 4];
     82    const input = builder.input(`input`, {dataType, shape});
     83    if (context.opSupportLimits().transpose.input.dataTypes.includes(
     84            dataType)) {
     85      const output = builder.transpose(input);
     86      assert_equals(output.dataType, dataType);
     87      assert_array_equals(output.shape, [4, 3, 2, 1]);
     88    } else {
     89      assert_throws_js(TypeError, () => builder.transpose(input));
     90    }
     91  }
     92 }, `[transpose] Test transpose with all of the data types.`);