diff options
Diffstat (limited to 'testing/web-platform/tests/webnn/resources/test_data')
12 files changed, 7886 insertions, 0 deletions
diff --git a/testing/web-platform/tests/webnn/resources/test_data/clamp.json b/testing/web-platform/tests/webnn/resources/test_data/clamp.json new file mode 100644 index 0000000000..93ab5ca0c1 --- /dev/null +++ b/testing/web-platform/tests/webnn/resources/test_data/clamp.json @@ -0,0 +1,1102 @@ +{ + "tests": [ + // default options + { + "name": "clamp float32 1D tensor default options", + "inputs": { + "x": { // use 'x' for input operand name + "shape": [24], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [24], + "data": [ + -9.817828178405762, + -6.024064064025879, + -4.0725626945495605, + -6.575078010559082, + -7.755683898925781, + 9.524681091308594, + 3.7292487621307373, + 6.481687068939209, + -1.537420630455017, + -7.34310245513916, + 7.880751132965088, + -2.0564088821411133, + 6.3438639640808105, + 5.525737762451172, + 0.8433118462562561, + -8.199960708618164, + -7.786487102508545, + 9.280223846435547, + -2.3130595684051514, + 9.549695014953613, + 5.788925647735596, + 5.549378395080566, + 7.409400463104248, + -2.123614549636841 + ], + "type": "float32" + } + }, + { + "name": "clamp float32 2D tensor default options", + "inputs": { + "x": { + "shape": [4, 6], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [4, 6], + "data": [ + -9.817828178405762, + -6.024064064025879, + -4.0725626945495605, + -6.575078010559082, + -7.755683898925781, + 9.524681091308594, + 3.7292487621307373, + 6.481687068939209, + -1.537420630455017, + -7.34310245513916, + 7.880751132965088, + -2.0564088821411133, + 6.3438639640808105, + 5.525737762451172, + 0.8433118462562561, + -8.199960708618164, + -7.786487102508545, + 9.280223846435547, + -2.3130595684051514, + 9.549695014953613, + 5.788925647735596, + 5.549378395080566, + 7.409400463104248, + -2.123614549636841 + ], + "type": "float32" + } + }, + { + "name": "clamp float32 3D tensor default options", + "inputs": { + "x": { + "shape": [2, 3, 4], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [2, 3, 4], + "data": [ + -9.817828178405762, + -6.024064064025879, + -4.0725626945495605, + -6.575078010559082, + -7.755683898925781, + 9.524681091308594, + 3.7292487621307373, + 6.481687068939209, + -1.537420630455017, + -7.34310245513916, + 7.880751132965088, + -2.0564088821411133, + 6.3438639640808105, + 5.525737762451172, + 0.8433118462562561, + -8.199960708618164, + -7.786487102508545, + 9.280223846435547, + -2.3130595684051514, + 9.549695014953613, + 5.788925647735596, + 5.549378395080566, + 7.409400463104248, + -2.123614549636841 + ], + "type": "float32" + } + }, + { + "name": "clamp float32 4D tensor default options", + "inputs": { + "x": { + "shape": [3, 2, 2, 2], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [3, 2, 2, 2], + "data": [ + -9.817828178405762, + -6.024064064025879, + -4.0725626945495605, + -6.575078010559082, + -7.755683898925781, + 9.524681091308594, + 3.7292487621307373, + 6.481687068939209, + -1.537420630455017, + -7.34310245513916, + 7.880751132965088, + -2.0564088821411133, + 6.3438639640808105, + 5.525737762451172, + 0.8433118462562561, + -8.199960708618164, + -7.786487102508545, + 9.280223846435547, + -2.3130595684051514, + 9.549695014953613, + 5.788925647735596, + 5.549378395080566, + 7.409400463104248, + -2.123614549636841 + ], + "type": "float32" + } + }, + { + "name": "clamp float32 5D tensor default options", + "inputs": { + "x": { + "shape": [4, 1, 1, 2, 3], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [4, 1, 1, 2, 3], + "data": [ + -9.817828178405762, + -6.024064064025879, + -4.0725626945495605, + -6.575078010559082, + -7.755683898925781, + 9.524681091308594, + 3.7292487621307373, + 6.481687068939209, + -1.537420630455017, + -7.34310245513916, + 7.880751132965088, + -2.0564088821411133, + 6.3438639640808105, + 5.525737762451172, + 0.8433118462562561, + -8.199960708618164, + -7.786487102508545, + 9.280223846435547, + -2.3130595684051514, + 9.549695014953613, + 5.788925647735596, + 5.549378395080566, + 7.409400463104248, + -2.123614549636841 + ], + "type": "float32" + } + }, + // default options.maxValue and specified options.minValue + { + "name": "clamp float32 4D tensor default options.maxValue and specified negative options.minValue", + "inputs": { + "x": { + "shape": [2, 1, 4, 3], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [2, 1, 4, 3], + "data": [ + -1, + -1, + -1, + -1, + -1, + 9.524681091308594, + 3.7292487621307373, + 6.481687068939209, + -1, + -1, + 7.880751132965088, + -1, + 6.3438639640808105, + 5.525737762451172, + 0.8433118462562561, + -1, + -1, + 9.280223846435547, + -1, + 9.549695014953613, + 5.788925647735596, + 5.549378395080566, + 7.409400463104248, + -1 + ], + "type": "float32" + }, + "options": { + "minValue": -1.0 + } + }, + { + "name": "clamp float32 3D tensor default options.maxValue and specified options.minValue=0.0", + "inputs": { + "x": { + "shape": [6, 2, 2], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [6, 2, 2], + "data": [ + 0, + 0, + 0, + 0, + 0, + 9.524681091308594, + 3.7292487621307373, + 6.481687068939209, + 0, + 0, + 7.880751132965088, + 0, + 6.3438639640808105, + 5.525737762451172, + 0.8433118462562561, + 0, + 0, + 9.280223846435547, + 0, + 9.549695014953613, + 5.788925647735596, + 5.549378395080566, + 7.409400463104248, + 0 + ], + "type": "float32" + }, + "options": { + "minValue": 0.0 + } + }, + { + "name": "clamp float32 2D tensor default options.maxValue and specified positive options.minValue", + "inputs": { + "x": { + "shape": [3, 8], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [3, 8], + "data": [ + 1, + 1, + 1, + 1, + 1, + 9.524681091308594, + 3.7292487621307373, + 6.481687068939209, + 1, + 1, + 7.880751132965088, + 1, + 6.3438639640808105, + 5.525737762451172, + 1, + 1, + 1, + 9.280223846435547, + 1, + 9.549695014953613, + 5.788925647735596, + 5.549378395080566, + 7.409400463104248, + 1 + ], + "type": "float32" + }, + "options": { + "minValue": 1.0 + } + }, + // default options.minValue and specified options.maxValue + { + "name": "clamp float32 5D tensor default options.minValue and specified negative options.maxValue", + "inputs": { + "x": { + "shape": [2, 2, 1, 2, 3], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [2, 1, 4, 3], + "data": [ + -9.817828178405762, + -6.024064064025879, + -4.0725626945495605, + -6.575078010559082, + -7.755683898925781, + -2, + -2, + -2, + -2, + -7.34310245513916, + -2, + -2.0564088821411133, + -2, + -2, + -2, + -8.199960708618164, + -7.786487102508545, + -2, + -2.3130595684051514, + -2, + -2, + -2, + -2, + -2.123614549636841 + ], + "type": "float32" + }, + "options": { + "maxValue": -2.0 + } + }, + { + "name": "clamp float32 1D tensor default options.minValue and specified options.maxValue=0.0", + "inputs": { + "x": { + "shape": [24], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [24], + "data": [ + -9.817828178405762, + -6.024064064025879, + -4.0725626945495605, + -6.575078010559082, + -7.755683898925781, + 0, + 0, + 0, + -1.537420630455017, + -7.34310245513916, + 0, + -2.0564088821411133, + 0, + 0, + 0, + -8.199960708618164, + -7.786487102508545, + 0, + -2.3130595684051514, + 0, + 0, + 0, + 0, + -2.123614549636841 + ], + "type": "float32" + }, + "options": { + "maxValue": 0.0 + } + }, + { + "name": "clamp float32 3D tensor default options.minValue and specified positive options.maxValue", + "inputs": { + "x": { + "shape": [3, 4, 2], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [3, 4, 2], + "data": [ + -9.817828178405762, + -6.024064064025879, + -4.0725626945495605, + -6.575078010559082, + -7.755683898925781, + 3, + 3, + 3, + -1.537420630455017, + -7.34310245513916, + 3, + -2.0564088821411133, + 3, + 3, + 0.8433118462562561, + -8.199960708618164, + -7.786487102508545, + 3, + -2.3130595684051514, + 3, + 3, + 3, + 3, + -2.123614549636841 + ], + "type": "float32" + }, + "options": { + "maxValue": 3.0 + } + }, + // specified both options.minValue and options.maxValue + { + "name": "clamp float32 5D tensor specified both negative options.minValue and options.maxValue", + "inputs": { + "x": { + "shape": [3, 2, 1, 1, 4], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [3, 2, 1, 1, 4], + "data": [ + -8, + -6.024064064025879, + -4.0725626945495605, + -6.575078010559082, + -7.755683898925781, + -1, + -1, + -1, + -1.537420630455017, + -7.34310245513916, + -1, + -2.0564088821411133, + -1, + -1, + -1, + -8, + -7.786487102508545, + -1, + -2.3130595684051514, + -1, + -1, + -1, + -1, + -2.123614549636841 + ], + "type": "float32" + }, + "options": { + "minValue": -8.0, + "maxValue": -1.0 + } + }, + { + "name": "clamp float32 4D tensor specified negative options.minValue and options.maxValue=0.0", + "inputs": { + "x": { + "shape": [1, 4, 3, 2], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 7.409400528051194, + -2.1236145770503745 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [1, 4, 3, 2], + "data": [ + -6, + -6, + -4.0725626945495605, + -6, + -6, + 0, + 0, + 0, + -1.537420630455017, + -6, + 0, + -2.0564088821411133, + 0, + 0, + 0, + -6, + -6, + 0, + -2.3130595684051514, + 0, + 0, + 0, + 0, + -2.123614549636841 + ], + "type": "float32" + }, + "options": { + "minValue": -6.0, + "maxValue": 0.0 + } + }, + { + "name": "clamp float32 3D tensor specified negative options.minValue and positive options.maxValue", + "inputs": { + "x": { + "shape": [2, 6, 2], + "data": [ + -9.817828475355284, + -6.024063916325786, + -4.072562498632983, + -6.575078191902692, + -7.7556836912181915, + 9.524681107378463, + 3.7292487446449307, + 6.4816868736447475, + -1.5374205904252634, + -7.343102426698445, + 7.880751290929794, + -2.056408790509967, + 6.34386375786449, + 5.52573787183, + 0.8433118207347725, + -8.19996033345526, + -7.786487326213716, + 9.280223823954241, + -2.31305948485121, + 9.549695091037119, + 5.788925460130297, + 5.549378312916486, + 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\ No newline at end of file diff --git a/testing/web-platform/tests/webnn/resources/test_data/concat.json b/testing/web-platform/tests/webnn/resources/test_data/concat.json new file mode 100644 index 0000000000..9ecc393f89 --- /dev/null +++ b/testing/web-platform/tests/webnn/resources/test_data/concat.json @@ -0,0 +1,1799 @@ +{ + "tests": [ + // concat 1D tensors + { + "name": "concat two float32 1D tensors of same shape along axis 0", + "inputs": [ + { + "name": "input1", + "shape": [12], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237, + -0.44735022799701873, + 0.11028251232581932, + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [12], + "data": [ + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873, + -0.7206121708970712, + 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+ "type": "float32" + }, + { + "name": "input2", + "shape": [2, 2], + "data": [ + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 1, + "expected": { + "name": "output", + "shape": [2, 12], + "data": [ + -0.3944413363933563, + 0.861982524394989, + 0.337996244430542, + -0.990639865398407, + 0.576785683631897, + 0.32276400923728943, + -0.44735023379325867, + 0.11028251051902771, + -0.5945112705230713, + -0.402848482131958, + 0.5182055234909058, + -0.8742017149925232, + -0.9531654119491577, + -0.6731740236282349, + 0.49189892411231995, + -0.15864109992980957, + -0.3418811559677124, + -0.9158143401145935, + -0.7206121683120728, + -0.7993468642234802, + 0.6653800010681152, + 0.03886038810014725, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + { + "name": "concat three float32 2D tensors of same shape along axis 1", + "inputs": [ + { + "name": "input1", + "shape": [4, 2], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237, + -0.44735022799701873, + 0.11028251232581932 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [4, 2], + "data": [ + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873 + ], + "type": "float32" + }, + { + "name": "input3", + "shape": [4, 2], + "data": [ + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 1, + "expected": { + "name": "output", + "shape": [4, 6], + "data": [ + -0.3944413363933563, + 0.861982524394989, + -0.5945112705230713, + -0.402848482131958, + -0.7206121683120728, + -0.7993468642234802, + 0.337996244430542, + -0.990639865398407, + -0.9531654119491577, + -0.6731740236282349, + 0.6653800010681152, + 0.03886038810014725, + 0.576785683631897, + 0.32276400923728943, + 0.49189892411231995, + -0.15864109992980957, + 0.5182055234909058, + -0.8742017149925232, + -0.44735023379325867, + 0.11028251051902771, + -0.3418811559677124, + -0.9158143401145935, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + { + "name": "concat four float32 2D tensors of same others dimensions except different 2nd dimension along axis 1", + "inputs": [ + { + "name": "input1", + "shape": [3, 1], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [3, 2], + "data": [ + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237, + -0.44735022799701873, + 0.11028251232581932, + -0.5945112749179908 + ], + "type": "float32" + }, + { + "name": "input3", + "shape": [3, 2], + "data": [ + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157 + ], + "type": "float32" + }, + { + "name": "input4", + "shape": [3, 3], + "data": [ + -0.9158143500894873, + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 1, + "expected": { + "name": "output", + "shape": [3, 8], + "data": [ + -0.3944413363933563, + -0.990639865398407, + 0.576785683631897, + -0.402848482131958, + -0.9531654119491577, + -0.9158143401145935, + -0.7206121683120728, + -0.7993468642234802, + 0.861982524394989, + 0.32276400923728943, + -0.44735023379325867, + -0.6731740236282349, + 0.49189892411231995, + 0.6653800010681152, + 0.03886038810014725, + 0.5182055234909058, + 0.337996244430542, + 0.11028251051902771, + -0.5945112705230713, + -0.15864109992980957, + -0.3418811559677124, + -0.8742017149925232, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + // concat 3D tensors + { + "name": "concat two float32 3D tensors of same others dimensions except different 1st dimension along axis 0", + "inputs": [ + { + "name": "input1", + "shape": [2, 1, 3], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [6, 1, 3], + "data": [ + -0.44735022799701873, + 0.11028251232581932, + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873, + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 0, + "expected": { + "name": "output", + "shape": [8, 1, 3], + "data": [ + -0.3944413363933563, + 0.861982524394989, + 0.337996244430542, + -0.990639865398407, + 0.576785683631897, + 0.32276400923728943, + -0.44735023379325867, + 0.11028251051902771, + -0.5945112705230713, + -0.402848482131958, + -0.9531654119491577, + -0.6731740236282349, + 0.49189892411231995, + -0.15864109992980957, + -0.3418811559677124, + -0.9158143401145935, + -0.7206121683120728, + -0.7993468642234802, + 0.6653800010681152, + 0.03886038810014725, + 0.5182055234909058, + -0.8742017149925232, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + { + "name": "concat four float32 3D tensors of same others dimensions except different 2nd dimension along axis 1", + "inputs": [ + { + "name": "input1", + "shape": [3, 1, 1], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [3, 2, 1], + "data": [ + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237, + -0.44735022799701873, + 0.11028251232581932, + -0.5945112749179908 + ], + "type": "float32" + }, + { + "name": "input3", + "shape": [3, 2, 1], + "data": [ + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157 + ], + "type": "float32" + }, + { + "name": "input4", + "shape": [3, 3, 1], + "data": [ + -0.9158143500894873, + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 1, + "expected": { + "name": "output", + "shape": [3, 8, 1], + "data": [ + -0.3944413363933563, + -0.990639865398407, + 0.576785683631897, + -0.402848482131958, + -0.9531654119491577, + -0.9158143401145935, + -0.7206121683120728, + -0.7993468642234802, + 0.861982524394989, + 0.32276400923728943, + -0.44735023379325867, + -0.6731740236282349, + 0.49189892411231995, + 0.6653800010681152, + 0.03886038810014725, + 0.5182055234909058, + 0.337996244430542, + 0.11028251051902771, + -0.5945112705230713, + -0.15864109992980957, + -0.3418811559677124, + -0.8742017149925232, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + { + "name": "concat three float32 3D tensors of same shape along axis 2", + "inputs": [ + { + "name": "input1", + "shape": [2, 2, 2], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237, + -0.44735022799701873, + 0.11028251232581932 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [2, 2, 2], + "data": [ + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873 + ], + "type": "float32" + }, + { + "name": "input3", + "shape": [2, 2, 2], + "data": [ + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 2, + "expected": { + "name": "output", + "shape": [2, 2, 6], + "data": [ + -0.3944413363933563, + 0.861982524394989, + -0.5945112705230713, + -0.402848482131958, + -0.7206121683120728, + -0.7993468642234802, + 0.337996244430542, + -0.990639865398407, + -0.9531654119491577, + -0.6731740236282349, + 0.6653800010681152, + 0.03886038810014725, + 0.576785683631897, + 0.32276400923728943, + 0.49189892411231995, + -0.15864109992980957, + 0.5182055234909058, + -0.8742017149925232, + -0.44735023379325867, + 0.11028251051902771, + -0.3418811559677124, + -0.9158143401145935, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + // concat 4D tensors + { + "name": "concat two float32 4D tensors of same others dimensions except different 1st dimension along axis 0", + "inputs": [ + { + "name": "input1", + "shape": [1, 3, 1, 2], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [3, 3, 1, 2], + "data": [ + -0.44735022799701873, + 0.11028251232581932, + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873, + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 0, + "expected": { + "name": "output", + "shape": [4, 3, 1, 2], + "data": [ + -0.3944413363933563, + 0.861982524394989, + 0.337996244430542, + -0.990639865398407, + 0.576785683631897, + 0.32276400923728943, + -0.44735023379325867, + 0.11028251051902771, + -0.5945112705230713, + -0.402848482131958, + -0.9531654119491577, + -0.6731740236282349, + 0.49189892411231995, + -0.15864109992980957, + -0.3418811559677124, + -0.9158143401145935, + -0.7206121683120728, + -0.7993468642234802, + 0.6653800010681152, + 0.03886038810014725, + 0.5182055234909058, + -0.8742017149925232, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + { + "name": "concat three float32 4D tensors of same shape along axis 1", + "inputs": [ + { + "name": "input1", + "shape": [2, 2, 1, 2], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237, + -0.44735022799701873, + 0.11028251232581932 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [2, 2, 1, 2], + "data": [ + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873 + ], + "type": "float32" + }, + { + "name": "input3", + "shape": [2, 2, 1, 2], + "data": [ + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 1, + "expected": { + "name": "output", + "shape": [2, 6, 1, 2], + "data": [ + -0.3944413363933563, + 0.861982524394989, + 0.337996244430542, + -0.990639865398407, + -0.5945112705230713, + -0.402848482131958, + -0.9531654119491577, + -0.6731740236282349, + -0.7206121683120728, + -0.7993468642234802, + 0.6653800010681152, + 0.03886038810014725, + 0.576785683631897, + 0.32276400923728943, + -0.44735023379325867, + 0.11028251051902771, + 0.49189892411231995, + -0.15864109992980957, + -0.3418811559677124, + -0.9158143401145935, + 0.5182055234909058, + -0.8742017149925232, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + { + "name": "concat three float32 4D tensors of same others dimensions except different 3rd dimension along axis 2", + "inputs": [ + { + "name": "input1", + "shape": [1, 2, 2, 1], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [1, 2, 8, 1], + "data": [ + 0.576785657225761, + 0.3227640108329237, + -0.44735022799701873, + 0.11028251232581932, + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873, + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897 + ], + "type": "float32" + }, + { + "name": "input3", + "shape": [1, 2, 2, 1], + "data": [ + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 2, + "expected": { + "name": "output", + "shape": [1, 2, 12, 1], + "data": [ + -0.3944413363933563, + 0.861982524394989, + 0.576785683631897, + 0.32276400923728943, + -0.44735023379325867, + 0.11028251051902771, + -0.5945112705230713, + -0.402848482131958, + -0.9531654119491577, + -0.6731740236282349, + 0.5182055234909058, + -0.8742017149925232, + 0.337996244430542, + -0.990639865398407, + 0.49189892411231995, + -0.15864109992980957, + -0.3418811559677124, + -0.9158143401145935, + -0.7206121683120728, + -0.7993468642234802, + 0.6653800010681152, + 0.03886038810014725, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + { + "name": "concat four float32 4D tensors of same others dimensions except different 4th dimension along axis 3", + "inputs": [ + { + "name": "input1", + "shape": [1, 3, 1, 1], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [1, 3, 1, 1], + "data": [ + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237 + ], + "type": "float32" + }, + { + "name": "input3", + "shape": [1, 3, 1, 2], + "data": [ + -0.44735022799701873, + 0.11028251232581932, + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844 + ], + "type": "float32" + }, + { + "name": "input4", + "shape": [1, 3, 1, 4], + "data": [ + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873, + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 3, + "expected": { + "name": "output", + "shape": [1, 3, 1, 8], + "data": [ + -0.3944413363933563, + -0.990639865398407, + -0.44735023379325867, + 0.11028251051902771, + 0.49189892411231995, + -0.15864109992980957, + -0.3418811559677124, + -0.9158143401145935, + 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2, 1, 1, 3], + "data": [ + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873, + -0.7206121708970712, + -0.7993468785008635 + ], + "type": "float32" + }, + { + "name": "input4", + "shape":[1, 2, 1, 1, 3], + "data": [ + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 0, + "expected": { + "name": "output", + "shape": [4, 2, 1, 1, 3], + "data": [ + -0.3944413363933563, + 0.861982524394989, + 0.337996244430542, + -0.990639865398407, + 0.576785683631897, + 0.32276400923728943, + -0.44735023379325867, + 0.11028251051902771, + -0.5945112705230713, + -0.402848482131958, + -0.9531654119491577, + -0.6731740236282349, + 0.49189892411231995, + -0.15864109992980957, + -0.3418811559677124, + -0.9158143401145935, + -0.7206121683120728, + -0.7993468642234802, + 0.6653800010681152, + 0.03886038810014725, + 0.5182055234909058, + -0.8742017149925232, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + { + "name": "concat two float32 5D tensors of same others dimensions except different 2nd dimension along axis 1", + "inputs": [ + { + "name": "input1", + "shape": [1, 2, 3, 1, 1], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [1, 6, 3, 1, 1], + "data": [ + -0.44735022799701873, + 0.11028251232581932, + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873, + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 1, + "expected": { + "name": "output", + "shape": [1, 8, 3, 1, 1], + "data": [ + -0.3944413363933563, + 0.861982524394989, + 0.337996244430542, + -0.990639865398407, + 0.576785683631897, + 0.32276400923728943, + -0.44735023379325867, + 0.11028251051902771, + -0.5945112705230713, + -0.402848482131958, + -0.9531654119491577, + -0.6731740236282349, + 0.49189892411231995, + -0.15864109992980957, + -0.3418811559677124, + -0.9158143401145935, + -0.7206121683120728, + -0.7993468642234802, + 0.6653800010681152, + 0.03886038810014725, + 0.5182055234909058, + -0.8742017149925232, + -0.4790218770503998, + 0.1211843192577362 + ], + "type": "float32" + } + }, + { + "name": "concat three float32 5D tensors of same others dimensions except different 3rd dimension along axis 2", + "inputs": [ + { + "name": "input1", + "shape": [1, 2, 1, 1, 2], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [1, 2, 2, 1, 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2, 1, 1, 4], + "data": [ + -0.39444134019222243, + 0.8619825316530809, + 0.3379962524218807, + -0.9906398615400507, + 0.576785657225761, + 0.3227640108329237, + -0.44735022799701873, + 0.11028251232581932 + ], + "type": "float32" + }, + { + "name": "input2", + "shape": [1, 2, 1, 1, 8], + "data": [ + -0.5945112749179908, + -0.40284849555754754, + -0.9531654171044694, + -0.6731740531810844, + 0.4918989118791477, + -0.15864110312378976, + -0.34188115459083157, + -0.9158143500894873, + -0.7206121708970712, + -0.7993468785008635, + 0.6653799854931952, + 0.03886038855553897, + 0.5182055416768865, + -0.8742016938344297, + -0.479021891130635, + 0.1211843166661235 + ], + "type": "float32" + } + ], + "axis": 4, + "expected": { + "name": "output", + "shape": [1, 2, 1, 1, 12], + "data": [ + -0.3944413363933563, + 0.861982524394989, + 0.337996244430542, + -0.990639865398407, + -0.5945112705230713, + -0.402848482131958, + -0.9531654119491577, + -0.6731740236282349, + 0.49189892411231995, + 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\ No newline at end of file diff --git a/testing/web-platform/tests/webnn/resources/test_data/leaky_relu.json b/testing/web-platform/tests/webnn/resources/test_data/leaky_relu.json new file mode 100644 index 0000000000..a95a9a0cfc --- /dev/null +++ b/testing/web-platform/tests/webnn/resources/test_data/leaky_relu.json @@ -0,0 +1,542 @@ +{ + "tests": [ + { + "name": "leakyRelu float32 1D tensor default options", // default options.alpha=0.01 + "inputs": { + "x": { + "shape": [24], + "data": [ + -19.053641157857015, + 50.77590443347373, + -69.54966768567536, + -80.57432185346957, + -90.40109641580112, + 76.02884674163622, + 66.33873525494391, + -84.10186452043264, + -17.19101282693427, + -87.47624329964907, + -3.4164664941905585, + -22.7723589638245, + -2.509489125727569, + 18.933284857582677, + 98.61402761165104, + 55.33923216295767, + -33.178605382176, + -46.03901297809681, + -61.47925538549912, + 64.26514742116822, + 21.46934200700099, + -31.51468946013378, + -41.27694294131783, + 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}, + { + "name": "leakyRelu float32 1D tensor negative options.alpha", + "inputs": { + "x": { + "shape": [24], + "data": [ + -19.053641157857015, + 50.77590443347373, + -69.54966768567536, + -80.57432185346957, + -90.40109641580112, + 76.02884674163622, + 66.33873525494391, + -84.10186452043264, + -17.19101282693427, + -87.47624329964907, + -3.4164664941905585, + -22.7723589638245, + -2.509489125727569, + 18.933284857582677, + 98.61402761165104, + 55.33923216295767, + -33.178605382176, + -46.03901297809681, + -61.47925538549912, + 64.26514742116822, + 21.46934200700099, + -31.51468946013378, + -41.27694294131783, + -65.59528852425132 + ], + "type": "float32" + } + }, + "options": { + "alpha": -97.70109193608776 + }, + "expected": { + "name": "output", + "shape": [24], + "data": [ + 1861.5615234375, + 50.77590560913086, + 6795.07861328125, + 7872.19970703125, + 8832.2861328125, + 76.02884674072266, + 66.33873748779297, + 8216.8447265625, + 1679.580810546875, + 8546.5244140625, + 333.7925109863281, + 2224.884521484375, + 245.17982482910156, + 18.933284759521484, + 98.61402893066406, + 55.3392333984375, + 3241.5859375, + 4498.06201171875, + 6006.5908203125, + 64.26514434814453, + 21.469341278076172, + 3079.019775390625, + 4032.802490234375, + 6408.73193359375 + ], + "type": "float32" + } + }, + { + "name": "leakyRelu float32 2D tensor positive options.alpha", + "inputs": { + "x": { + "shape": [4, 6], + "data": [ + -19.053641157857015, + 50.77590443347373, + -69.54966768567536, + -80.57432185346957, + -90.40109641580112, + 76.02884674163622, + 66.33873525494391, + -84.10186452043264, + -17.19101282693427, + -87.47624329964907, + -3.4164664941905585, + -22.7723589638245, + -2.509489125727569, + 18.933284857582677, + 98.61402761165104, + 55.33923216295767, + -33.178605382176, + -46.03901297809681, + -61.47925538549912, + 64.26514742116822, + 21.46934200700099, + -31.51468946013378, + -41.27694294131783, + -65.59528852425132 + ], + "type": "float32" + } + }, + "options": { + "alpha": 35.799162942273234 + }, + "expected": { + "name": "output", + "shape": [4, 6], + "data": [ + -682.1043701171875, + 50.77590560913086, + -2489.81982421875, + -2884.493408203125, + -3236.28369140625, + 76.02884674072266, + 66.33873748779297, + -3010.776611328125, + -615.4238891601562, + -3131.576416015625, + -122.306640625, + -815.2314453125, + -89.83760833740234, + 18.933284759521484, + 98.61402893066406, + 55.3392333984375, + -1187.7662353515625, + -1648.158203125, + -2200.906005859375, + 64.26514434814453, + 21.469341278076172, + -1128.1995849609375, + -1477.6800537109375, + -2348.256591796875 + ], + "type": "float32" + } + }, + { + "name": "leakyRelu float32 5D tensor options.alpha=0.0", // relu + "inputs": { + "x": { + "shape": [1, 2, 1, 3, 4], + "data": [ + -19.053641157857015, + 50.77590443347373, + -69.54966768567536, + -80.57432185346957, + -90.40109641580112, + 76.02884674163622, + 66.33873525494391, + -84.10186452043264, + -17.19101282693427, + -87.47624329964907, + -3.4164664941905585, + -22.7723589638245, + -2.509489125727569, + 18.933284857582677, + 98.61402761165104, + 55.33923216295767, + -33.178605382176, + -46.03901297809681, + -61.47925538549912, + 64.26514742116822, + 21.46934200700099, + -31.51468946013378, + -41.27694294131783, + -65.59528852425132 + ], + "type": "float32" + } + }, + "options": { + "alpha": 0.0 + }, + "expected": { + "name": "output", + "shape": [1, 2, 1, 3, 4], + "data": [ + 0, + 50.77590560913086, + 0, + 0, + 0, + 76.02884674072266, + 66.33873748779297, + 0, + 0, + 0, + 0, + 0, + 0, + 18.933284759521484, + 98.61402893066406, + 55.3392333984375, + 0, + 0, + 0, + 64.26514434814453, + 21.469341278076172, + 0, + 0, + 0 + ], + "type": "float32" + }, + "type": "float32" + } + ] +}
\ No newline at end of file diff --git a/testing/web-platform/tests/webnn/resources/test_data/relu.json b/testing/web-platform/tests/webnn/resources/test_data/relu.json new file mode 100644 index 0000000000..b459789147 --- /dev/null +++ b/testing/web-platform/tests/webnn/resources/test_data/relu.json @@ -0,0 +1,334 @@ +{ + "tests": [ // relu input tensor of 1D to 5D with same data values + { + "name": "relu float32 1D tensor", + "inputs": { + "x": { + "shape": [24], + "data": [ + 79.04725231657116, + 2.2503608756501166, + 80.73939090529203, + 63.90392076789547, + 77.67340745512104, + -71.09157819044825, + -82.74703468427575, + -26.814426600801028, + -99.16788836397058, + -35.71083406288831, + 18.36165830990626, + -37.36091648205435, + -52.8386119809162, + -10.408374773008958, + 60.60291560236189, + -13.644198913810342, + -76.54250291031946, + -8.132338049258351, + 51.51447452437017, + -51.63370281825297, + -64.567999424324, + -5.093302411117136, + 15.354103550744384, + 90.03858807393516 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [24], + "data": [ + 79.04724884033203, + 2.2503609657287598, + 80.73938751220703, + 63.9039192199707, + 77.67340850830078, + 0, + 0, + 0, + 0, + 0, + 18.361658096313477, + 0, + 0, + 0, + 60.6029167175293, + 0, + 0, + 0, + 51.51447296142578, + 0, + 0, + 0, + 15.354103088378906, + 90.03858947753906 + ], + "type": "float32" + } + }, + { + "name": "relu float32 2D tensor", + "inputs": { + "x": { + "shape": [4, 6], + "data": [ + 79.04725231657116, + 2.2503608756501166, + 80.73939090529203, + 63.90392076789547, + 77.67340745512104, + -71.09157819044825, + -82.74703468427575, + -26.814426600801028, + -99.16788836397058, + -35.71083406288831, + 18.36165830990626, + -37.36091648205435, + -52.8386119809162, + -10.408374773008958, + 60.60291560236189, + -13.644198913810342, + -76.54250291031946, + -8.132338049258351, + 51.51447452437017, + -51.63370281825297, + -64.567999424324, + -5.093302411117136, + 15.354103550744384, + 90.03858807393516 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [4, 6], + "data": [ + 79.04724884033203, + 2.2503609657287598, + 80.73938751220703, + 63.9039192199707, + 77.67340850830078, + 0, + 0, + 0, + 0, + 0, + 18.361658096313477, + 0, + 0, + 0, + 60.6029167175293, + 0, + 0, + 0, + 51.51447296142578, + 0, + 0, + 0, + 15.354103088378906, + 90.03858947753906 + ], + "type": "float32" + } + }, + { + "name": "relu float32 3D tensor", + "inputs": { + "x": { + "shape": [2, 3, 4], + "data": [ + 79.04725231657116, + 2.2503608756501166, + 80.73939090529203, + 63.90392076789547, + 77.67340745512104, + -71.09157819044825, + -82.74703468427575, + -26.814426600801028, + -99.16788836397058, + -35.71083406288831, + 18.36165830990626, + -37.36091648205435, + -52.8386119809162, + -10.408374773008958, + 60.60291560236189, + -13.644198913810342, + -76.54250291031946, + -8.132338049258351, + 51.51447452437017, + -51.63370281825297, + -64.567999424324, + -5.093302411117136, + 15.354103550744384, + 90.03858807393516 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [2, 3, 4], + "data": [ + 79.04724884033203, + 2.2503609657287598, + 80.73938751220703, + 63.9039192199707, + 77.67340850830078, + 0, + 0, + 0, + 0, + 0, + 18.361658096313477, + 0, + 0, + 0, + 60.6029167175293, + 0, + 0, + 0, + 51.51447296142578, + 0, + 0, + 0, + 15.354103088378906, + 90.03858947753906 + ], + "type": "float32" + } + }, + { + "name": "relu float32 4D tensor", + "inputs": { + "x": { + "shape": [2, 2, 2, 3], + "data": [ + 79.04725231657116, + 2.2503608756501166, + 80.73939090529203, + 63.90392076789547, + 77.67340745512104, + -71.09157819044825, + -82.74703468427575, + -26.814426600801028, + -99.16788836397058, + -35.71083406288831, + 18.36165830990626, + -37.36091648205435, + -52.8386119809162, + -10.408374773008958, + 60.60291560236189, + -13.644198913810342, + -76.54250291031946, + -8.132338049258351, + 51.51447452437017, + -51.63370281825297, + -64.567999424324, + -5.093302411117136, + 15.354103550744384, + 90.03858807393516 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [2, 2, 2, 3], + "data": [ + 79.04724884033203, + 2.2503609657287598, + 80.73938751220703, + 63.9039192199707, + 77.67340850830078, + 0, + 0, + 0, + 0, + 0, + 18.361658096313477, + 0, + 0, + 0, + 60.6029167175293, + 0, + 0, + 0, + 51.51447296142578, + 0, + 0, + 0, + 15.354103088378906, + 90.03858947753906 + ], + "type": "float32" + } + }, + { + "name": "relu float32 5D tensor", + "inputs": { + "x": { + "shape": [2, 1, 4, 1, 3], + "data": [ + 79.04725231657116, + 2.2503608756501166, + 80.73939090529203, + 63.90392076789547, + 77.67340745512104, + -71.09157819044825, + -82.74703468427575, + -26.814426600801028, + -99.16788836397058, + -35.71083406288831, + 18.36165830990626, + -37.36091648205435, + -52.8386119809162, + -10.408374773008958, + 60.60291560236189, + -13.644198913810342, + -76.54250291031946, + -8.132338049258351, + 51.51447452437017, + -51.63370281825297, + -64.567999424324, + -5.093302411117136, + 15.354103550744384, + 90.03858807393516 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [2, 1, 4, 1, 3], + "data": [ + 79.04724884033203, + 2.2503609657287598, + 80.73938751220703, + 63.9039192199707, + 77.67340850830078, + 0, + 0, + 0, + 0, + 0, + 18.361658096313477, + 0, + 0, + 0, + 60.6029167175293, + 0, + 0, + 0, + 51.51447296142578, + 0, + 0, + 0, + 15.354103088378906, + 90.03858947753906 + ], + "type": "float32" + } + } + ] +}
\ No newline at end of file diff --git a/testing/web-platform/tests/webnn/resources/test_data/reshape.json b/testing/web-platform/tests/webnn/resources/test_data/reshape.json new file mode 100644 index 0000000000..f04b7b1dbe --- /dev/null +++ b/testing/web-platform/tests/webnn/resources/test_data/reshape.json @@ -0,0 +1,406 @@ +{ + "tests": [ + { + "name": "reshape float32 tensor to a new shape (reorder all dimensions)", + "inputs": { + "input": { + "shape": [2, 3, 4], + "data": [ + -30.056147250771076, + 99.5694232746736, + 88.04620115823073, + -91.87507576772606, + -23.797235323955633, + -91.28665022600151, + -63.15204449663816, + 12.066952464893262, + -96.1172904235943, + -44.77365489782947, + -80.08650883940432, + -64.4375694650447, + 27.641954235862485, + -96.86306613475395, + 83.68347403572196, + 50.599484132010815, + -20.187656772788642, + -1.3904608012750117, + -96.9360325497362, + 65.34144119048645, + 34.835993949837274, + 62.01485845563673, + -2.8698414892852355, + 27.903749097190158 + ], + "type": "float32" + } + }, + "newShape": [4, 2, 3], + "expected": { + "name": "output", + "shape": [4, 2, 3], + "data": [ + -30.0561466217041, + 99.56941986083984, + 88.04620361328125, + -91.87507629394531, + -23.7972354888916, + -91.28665161132812, + -63.15204620361328, + 12.0669527053833, + -96.1172866821289, + -44.77365493774414, + -80.08650970458984, + -64.43756866455078, + 27.64195442199707, + -96.86306762695312, + 83.6834716796875, + 50.599483489990234, + -20.18765640258789, + -1.3904608488082886, + -96.93603515625, + 65.34143829345703, + 34.835994720458984, + 62.01485824584961, + -2.8698415756225586, + 27.903749465942383 + ], + "type": "float32" + } + }, + { + "name": "reshape float32 tensor to a new shape (reduce dimensions)", + "inputs": { + "input": { + "shape": [4, 1, 1, 1, 6], + "data": [ + -30.056147250771076, + 99.5694232746736, + 88.04620115823073, + -91.87507576772606, + -23.797235323955633, + -91.28665022600151, + -63.15204449663816, + 12.066952464893262, + -96.1172904235943, + -44.77365489782947, + -80.08650883940432, + -64.4375694650447, + 27.641954235862485, + -96.86306613475395, + 83.68347403572196, + 50.599484132010815, + -20.187656772788642, + -1.3904608012750117, + -96.9360325497362, + 65.34144119048645, + 34.835993949837274, + 62.01485845563673, + -2.8698414892852355, + 27.903749097190158 + ], + "type": "float32" + } + }, + "newShape": [4, 1, 1, 6], + "expected": { + "name": "output", + "shape": [4, 1, 1, 6], + "data": [ + -30.0561466217041, + 99.56941986083984, + 88.04620361328125, + -91.87507629394531, + -23.7972354888916, + -91.28665161132812, + -63.15204620361328, + 12.0669527053833, + -96.1172866821289, + -44.77365493774414, + -80.08650970458984, + -64.43756866455078, + 27.64195442199707, + -96.86306762695312, + 83.6834716796875, + 50.599483489990234, + -20.18765640258789, + -1.3904608488082886, + -96.93603515625, + 65.34143829345703, + 34.835994720458984, + 62.01485824584961, + -2.8698415756225586, + 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\ No newline at end of file diff --git a/testing/web-platform/tests/webnn/resources/test_data/sigmoid.json b/testing/web-platform/tests/webnn/resources/test_data/sigmoid.json new file mode 100644 index 0000000000..c233336321 --- /dev/null +++ b/testing/web-platform/tests/webnn/resources/test_data/sigmoid.json @@ -0,0 +1,334 @@ +{ + "tests": [ + { + "name": "sigmoid float32 1D tensor", + "inputs": { + "x": { + "shape": [24], + "data": [ + -0.3769951326450487, + -0.6848450678710742, + -5.98887201399973, + 4.431885748123033, + -0.9386848809986663, + 4.591195578857441, + -2.5067027776293456, + 1.5669522849917055, + -2.596473257404651, + -3.647293770068697, + 2.6785236795981433, + -3.105160168372808, + 2.258501824714781, + -0.2865157795154527, + 4.640436413897461, + 1.0606156163391969, + -3.536252613252593, + 0.44104409560934066, + 4.79146007344656, + 2.0745488579530846, + 0.8354471082395971, + -5.433595857448718, + -4.184835816765236, + -2.484982429169702 + ], + "type": "float32" + } + }, 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\ No newline at end of file diff --git a/testing/web-platform/tests/webnn/resources/test_data/slice.json b/testing/web-platform/tests/webnn/resources/test_data/slice.json new file mode 100644 index 0000000000..926351cee7 --- /dev/null +++ b/testing/web-platform/tests/webnn/resources/test_data/slice.json @@ -0,0 +1,772 @@ +{ + "tests": [ + { + "name": "slice float32 1D tensor default axes options", + "inputs": { + "input": { + "shape": [24], + "data": [ + 28.846251144212147, + 97.9541470229301, + -68.15961736262523, + 14.978987588557175, + 90.23090084798065, + 76.59095547712559, + -24.556316258204532, + 79.58749302462488, + 65.21375982234204, + 57.43970862960305, + 74.41775256222849, + -4.513182026141791, + 0.5424534704526991, + 80.44634130202977, + 28.327650022124686, + 74.0261938866893, + -74.54558964005362, + -27.30604081001799, + -70.4277433212161, + 59.82631931755259, + -58.46095416849133, + 79.80571087632629, + -9.857854207596304, + 42.66519880465225 + ], + "type": "float32" + } + 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"float32" + } + }, + { + "name": "slice float32 4D tensor sizes having special value of -1", + "inputs": { + "input": { + "shape": [2, 2, 3, 2], + "data": [ + 28.846251144212147, + 97.9541470229301, + -68.15961736262523, + 14.978987588557175, + 90.23090084798065, + 76.59095547712559, + -24.556316258204532, + 79.58749302462488, + 65.21375982234204, + 57.43970862960305, + 74.41775256222849, + -4.513182026141791, + 0.5424534704526991, + 80.44634130202977, + 28.327650022124686, + 74.0261938866893, + -74.54558964005362, + -27.30604081001799, + -70.4277433212161, + 59.82631931755259, + -58.46095416849133, + 79.80571087632629, + -9.857854207596304, + 42.66519880465225 + ], + "type": "float32" + } + }, + "starts": [1, 0, 2, 1], + "sizes": [1, -1, 1, -1], // [1, -1, 1, -1] is equal to [1, 2, 1, 1] + "expected": { + "name": "output", + "shape": [1, 2, 1, 1], + "data": [ + -27.306041717529297, + 42.665199279785156 + ], + "type": "float32" + } + }, + { + "name": "slice float32 5D tensor sizes having special value of -1", + "inputs": { + "input": { + "shape": [2, 2, 3, 2, 1], + "data": [ + 28.846251144212147, + 97.9541470229301, + -68.15961736262523, + 14.978987588557175, + 90.23090084798065, + 76.59095547712559, + -24.556316258204532, + 79.58749302462488, + 65.21375982234204, + 57.43970862960305, + 74.41775256222849, + -4.513182026141791, + 0.5424534704526991, + 80.44634130202977, + 28.327650022124686, + 74.0261938866893, + -74.54558964005362, + -27.30604081001799, + -70.4277433212161, + 59.82631931755259, + -58.46095416849133, + 79.80571087632629, + -9.857854207596304, + 42.66519880465225 + ], + "type": "float32" + } + }, + "starts": [1, 0, 2, 1, 0], + "sizes": [-1, 2, -1, 1, -1], // [-1, 2, -1, 1, -1] is equal to [1, 2, 1, 1, 1] + "expected": { + "name": "output", + "shape": [1, 2, 1, 1, 1], + "data": [ + -27.306041717529297, + 42.665199279785156 + ], + "type": "float32" + } + }, + { + "name": "slice float32 1D tensor options.axes=[0]", + "inputs": { + "input": { + 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+ { + "name": "slice float32 2D tensor positive options.axes=[1]", + "inputs": { + "input": { + "shape": [4, 6], + "data": [ + 28.846251144212147, + 97.9541470229301, + -68.15961736262523, + 14.978987588557175, + 90.23090084798065, + 76.59095547712559, + -24.556316258204532, + 79.58749302462488, + 65.21375982234204, + 57.43970862960305, + 74.41775256222849, + -4.513182026141791, + 0.5424534704526991, + 80.44634130202977, + 28.327650022124686, + 74.0261938866893, + -74.54558964005362, + -27.30604081001799, + -70.4277433212161, + 59.82631931755259, + -58.46095416849133, + 79.80571087632629, + -9.857854207596304, + 42.66519880465225 + ], + "type": "float32" + } + }, + "starts": [2], + "sizes": [4], + "options": { + "axes": [1] + }, + "expected": { + "name": "output", + "shape": [4, 4], + "data": [ + -68.15961456298828, + 14.978987693786621, + 90.23090362548828, + 76.59095764160156, + 65.21376037597656, + 57.4397087097168, + 74.41775512695312, + -4.513182163238525, + 28.32765007019043, + 74.02619171142578, + -74.54559326171875, + -27.306041717529297, + -58.46095275878906, + 79.80570983886719, + -9.857853889465332, + 42.665199279785156 + ], + "type": "float32" + } + }, + { + "name": "slice float32 3D tensor positive options.axes=[1, 2]", + "inputs": { + "input": { + "shape": [4, 3, 2], + "data": [ + 28.846251144212147, + 97.9541470229301, + -68.15961736262523, + 14.978987588557175, + 90.23090084798065, + 76.59095547712559, + -24.556316258204532, + 79.58749302462488, + 65.21375982234204, + 57.43970862960305, + 74.41775256222849, + -4.513182026141791, + 0.5424534704526991, + 80.44634130202977, + 28.327650022124686, + 74.0261938866893, + -74.54558964005362, + -27.30604081001799, + -70.4277433212161, + 59.82631931755259, + -58.46095416849133, + 79.80571087632629, + -9.857854207596304, + 42.66519880465225 + ], + "type": "float32" + } + }, + "starts": [1, 1], + "sizes": [2, 1], + "options": { + "axes": [1, 2] + }, + "expected": { + "name": "output", + "shape": [4, 2, 1], + "data": [ + 14.978987693786621, + 76.59095764160156, + 57.4397087097168, + -4.513182163238525, + 74.02619171142578, + -27.306041717529297, + 79.80570983886719, + 42.665199279785156 + ], + "type": "float32" + } + }, + { + "name": "slice float32 4D tensor positive options.axes=[0, 2, 3]", + "inputs": { + "input": { + "shape": [2, 2, 3, 2], + "data": [ + 28.846251144212147, + 97.9541470229301, + -68.15961736262523, + 14.978987588557175, + 90.23090084798065, + 76.59095547712559, + -24.556316258204532, + 79.58749302462488, + 65.21375982234204, + 57.43970862960305, + 74.41775256222849, + -4.513182026141791, + 0.5424534704526991, + 80.44634130202977, + 28.327650022124686, + 74.0261938866893, + -74.54558964005362, + -27.30604081001799, + -70.4277433212161, + 59.82631931755259, + -58.46095416849133, + 79.80571087632629, + -9.857854207596304, + 42.66519880465225 + ], + "type": "float32" + } + }, + "options": { + "axes": [0, 2, 3] + }, + "starts": [1, 2, 1], + "sizes": [1, 1, 1], + "expected": { + "name": "output", + "shape": [1, 2, 1, 1], + "data": [ + -27.306041717529297, + 42.665199279785156 + ], + "type": "float32" + } + }, + { + "name": "slice float32 3D tensor negative options.axes=[-2, -1]", + "inputs": { + "input": { + "shape": [4, 3, 2], + "data": [ + 28.846251144212147, + 97.9541470229301, + -68.15961736262523, + 14.978987588557175, + 90.23090084798065, + 76.59095547712559, + -24.556316258204532, + 79.58749302462488, + 65.21375982234204, + 57.43970862960305, + 74.41775256222849, + -4.513182026141791, + 0.5424534704526991, + 80.44634130202977, + 28.327650022124686, + 74.0261938866893, + -74.54558964005362, + -27.30604081001799, + -70.4277433212161, + 59.82631931755259, + -58.46095416849133, + 79.80571087632629, + -9.857854207596304, + 42.66519880465225 + ], + "type": "float32" + } + }, + "starts": [1, 1], + "sizes": [2, 1], + "options": { + "axes": [-2, -1] // [-2, -1] is equal to [1, 2] + }, + "expected": { + "name": "output", + "shape": [4, 2, 1], + "data": [ + 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"sizes": [1, 1, 1], + "expected": { + "name": "output", + "shape": [1, 2, 1, 1], + "data": [ + -27.306041717529297, + 42.665199279785156 + ], + "type": "float32" + } + } + ] +}
\ No newline at end of file diff --git a/testing/web-platform/tests/webnn/resources/test_data/softmax.json b/testing/web-platform/tests/webnn/resources/test_data/softmax.json new file mode 100644 index 0000000000..b19ce40591 --- /dev/null +++ b/testing/web-platform/tests/webnn/resources/test_data/softmax.json @@ -0,0 +1,70 @@ +{ + "tests": [ + { + "name": "softmax float32 2D tensor", + "inputs": { + "x": { + "shape": [4, 6], + "data": [ + -9.602943250149636, + 5.353947088147631, + 4.982506021190005, + -1.8709681620943286, + 2.275207739606868, + -1.9403444022539098, + 1.8985638253724968, + 1.7877445512108103, + -7.243864108734894, + 7.827657028853274, + -2.4196847673132726, + -8.018804523844905, + -3.1493873901132474, + 7.674345195428224, + -5.183967275728079, + -7.301743057626533, + -7.121610082852072, + -8.29701166999875, + -5.77890866334104, + -9.76213424697228, + 7.332167409724249, + 3.9077721241449215, + -5.2970783047100545, + 5.0440509491607965 + ], + "type": "float32" + } + }, + "expected": { + "name": "output", + "shape": [4, 6], + "data": [ + 1.8385014755040174e-7, + 0.575650691986084, + 0.3970489799976349, + 0.0004191970219835639, + 0.026489850133657455, + 0.0003911005624104291, + 0.00264744833111763, + 0.00236973213031888, + 2.833488679243601e-7, + 0.9949471354484558, + 0.00003527247827150859, + 1.3054766156983533e-7, + 0.000019920609702239744, + 0.9999766945838928, + 0.0000026043292109534377, + 3.1329790317613515e-7, + 3.7513549955292547e-7, + 1.1580249292819644e-7, + 0.0000017836379129221314, + 3.322107744452296e-8, + 0.8818095922470093, + 0.028719622641801834, + 0.000002887773234760971, + 0.08946608752012253 + ], + "type": "float32" + } + } + ] +}
\ No newline at end of file diff --git a/testing/web-platform/tests/webnn/resources/test_data/split.json b/testing/web-platform/tests/webnn/resources/test_data/split.json new file mode 100644 index 0000000000..33a0704576 --- /dev/null +++ b/testing/web-platform/tests/webnn/resources/test_data/split.json @@ -0,0 +1,818 @@ +{ + "tests": [ + { + "name": "split float32 1D tensor number splits default options", + "inputs": { + "input": { + "shape": [24], + "data": [ + -64.52057192772567, + -84.60513454654502, + -67.9928282139549, + -23.446074622313745, + -85.64383132426956, + 46.877522730892906, + -68.11224159891194, + 75.99607609082298, + -61.05668616435924, + -90.92643605408041, + 53.916621140775476, + 84.16269171442175, + -95.57494716023527, + -52.40757884637803, + -29.007187148127983, + 71.65495730084652, + 50.663572707062656, + 21.364581604631596, + -27.127241457105228, + 65.1489516233315, + -30.406812651567833, + -6.818390152438795, + 46.67362179020569, + -21.12453802903387 + ], + 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