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- This WPT test may be referenced by the following Test IDs:
- /webnn/conformance_tests/l2Pool2d.https.any.html?cpu - WPT Dashboard Interop Dashboard
- /webnn/conformance_tests/l2Pool2d.https.any.html?gpu - WPT Dashboard Interop Dashboard
- /webnn/conformance_tests/l2Pool2d.https.any.html?npu - WPT Dashboard Interop Dashboard
// META: title=test WebNN API l2Pool2d operation
// META: global=window
// META: variant=?cpu
// META: variant=?gpu
// META: variant=?npu
// META: script=../resources/utils.js
// META: timeout=long
'use strict';
// Compute a pooling operation across all the elements within the moving window
// over the input tensor.
//
// enum MLRoundingType {
// "floor",
// "ceil"
// };
//
// dictionary MLPool2dOptions {
// sequence<[EnforceRange] unsigned long> windowDimensions;
// sequence<[EnforceRange] unsigned long> padding;
// sequence<[EnforceRange] unsigned long> strides;
// sequence<[EnforceRange] unsigned long> dilations;
// MLInputOperandLayout layout = "nchw";
// MLRoundingType roundingType = "floor";
// sequence<[EnforceRange] unsigned long> outputSizes;
// };
//
// MLOperand l2Pool2d(
// MLOperand input, optional MLPool2dOptions options = {});
const l2Pool2dTests = [
// float32 tests
{
'name': 'l2Pool2d float32 4D constant tensor all positive default options',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'},
'constant': true
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [{'input': 'l2Pool2dInput'}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [289.01953125, 292.6146545410156],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor all positive default options',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [{'input': 'l2Pool2dInput'}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [289.01953125, 292.6146545410156],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor all negative default options',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
-1.1957088708877563, -9.706199645996094, -39.54935836791992,
-82.34971618652344, -32.87415313720703, -50.22603225708008,
-31.17849349975586, -55.817893981933594, -46.70829391479492,
-38.68181228637695, -63.299320220947266, -35.09224319458008,
-80.93848419189453, -82.8619613647461, -40.41627502441406,
-34.86458206176758, -84.33639526367188, -84.11852264404297,
-5.525088787078857, -99.03114318847656, -75.505126953125,
-91.43389129638672, -96.71258544921875, -16.722585678100586,
-17.98292350769043, -58.06570816040039, -11.846800804138184,
-97.90313720703125, -38.69822692871094, -80.19510650634766,
-48.72047805786133, -90.86722564697266, -99.10758209228516,
-79.70288848876953, -59.3824462890625, -9.967330932617188,
-39.27534866333008, -10.469644546508789, -27.565326690673828,
-2.0468990802764893, -81.88761901855469, -66.88040161132812,
-85.98504638671875, -29.674592971801758, -19.649417877197266,
-89.39192199707031, -61.13504409790039, -84.16869354248047,
-77.36112213134766, -91.17266082763672
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [{'input': 'l2Pool2dInput'}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [298.928955078125, 326.83587646484375],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor options.windowDimensions',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {'options': {'windowDimensions': [3, 3]}}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
194.45481872558594, 189.54539489746094, 189.85488891601562,
160.0518341064453, 167.1435546875, 149.63897705078125,
161.15570068359375, 190.5449981689453, 168.4636688232422,
170.331787109375, 155.60073852539062, 174.72145080566406,
165.07762145996094, 165.45819091796875, 161.11062622070312,
176.6307373046875, 174.245361328125, 180.60714721679688
],
'descriptor': {shape: [1, 2, 3, 3], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor options.padding',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {'options': {'padding': [1, 0, 0, 1]}}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
254.81358337402344, 233.14259338378906, 289.01953125,
269.777587890625, 241.52200317382812, 212.99337768554688,
292.6146545410156, 253.77178955078125
],
'descriptor': {shape: [1, 2, 2, 2], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor options.strides',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'},
{'options': {'windowDimensions': [3, 3], 'strides': [2, 2]}}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
194.45481872558594, 189.85488891601562, 161.15570068359375,
168.4636688232422, 170.331787109375, 174.72145080566406,
176.6307373046875, 180.60714721679688
],
'descriptor': {shape: [1, 2, 2, 2], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor options.dilations',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'},
{'options': {'windowDimensions': [3, 3], 'dilations': [2, 2]}}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [189.47933959960938, 207.25343322753906],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor options.layout=nchw',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments':
[{'input': 'l2Pool2dInput'}, {'options': {'layout': 'nchw'}}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [289.01953125, 292.6146545410156],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor options.layout=nhwc',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 52.027313232421875, 76.55464172363281,
6.397815227508545, 62.71847152709961, 84.54785919189453,
83.8726577758789, 18.622516632080078, 73.10235595703125,
34.10626220703125, 41.52470779418945, 73.96932220458984,
39.3339729309082, 36.1437873840332, 86.59486389160156,
60.73781967163086, 23.09039306640625, 55.09187316894531,
53.650146484375, 63.8924446105957, 0.00902052316814661,
59.36124038696289, 42.78899383544922, 50.91202926635742,
81.03960418701172, 50.339813232421875, 33.48585510253906,
59.31963348388672, 33.67196273803711, 70.78031921386719,
0.42822372913360596, 35.56179428100586, 80.07991790771484,
82.53382873535156, 5.929991722106934, 7.572360038757324,
48.89164733886719, 61.90089416503906, 15.282920837402344,
14.084012985229492, 13.335721969604492, 90.86540985107422,
39.06557846069336, 39.56248474121094, 97.06050109863281,
67.77167510986328, 83.68133544921875, 69.69512176513672,
21.79571533203125, 89.54518127441406
],
'descriptor': {shape: [1, 5, 5, 2], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments':
[{'input': 'l2Pool2dInput'}, {'options': {'layout': 'nhwc'}}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [289.01953125, 292.6146545410156],
'descriptor': {shape: [1, 1, 1, 2], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor options.roundingType=floor',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'roundingType': 'floor'
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
171.5061492919922, 164.9919891357422, 160.0518341064453,
149.63897705078125, 142.6990966796875, 139.51637268066406,
165.07762145996094, 161.11062622070312
],
'descriptor': {shape: [1, 2, 2, 2], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor options.roundingType=ceil',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'roundingType': 'ceil'
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
171.5061492919922, 164.9919891357422, 90.6768569946289,
160.0518341064453, 149.63897705078125, 65.15908813476562,
132.56260681152344, 139.84808349609375, 26.61993408203125,
142.6990966796875, 139.51637268066406, 72.42569732666016,
165.07762145996094, 161.11062622070312, 96.38701629638672,
150.1616668701172, 146.8201904296875, 90.64601135253906
],
'descriptor': {shape: [1, 2, 3, 3], dataType: 'float32'}
}
}
}
},
{
'name':
'l2Pool2d float32 4D tensor options.outputSizes ignores options.roundingType=floor',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'roundingType': 'floor',
'outputSizes': [3, 3]
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
171.5061492919922, 164.9919891357422, 90.6768569946289,
160.0518341064453, 149.63897705078125, 65.15908813476562,
132.56260681152344, 139.84808349609375, 26.61993408203125,
142.6990966796875, 139.51637268066406, 72.42569732666016,
165.07762145996094, 161.11062622070312, 96.38701629638672,
150.1616668701172, 146.8201904296875, 90.64601135253906
],
'descriptor': {shape: [1, 2, 3, 3], dataType: 'float32'}
}
}
}
},
{
'name':
'l2Pool2d float32 4D tensor options.outputSizes ignores options.roundingType=ceil',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.07447814941406, 76.55464172363281, 62.71847152709961,
83.8726577758789, 73.10235595703125, 41.52470779418945,
39.3339729309082, 86.59486389160156, 23.09039306640625,
53.650146484375, 0.00902052316814661, 42.78899383544922,
81.03960418701172, 33.48585510253906, 33.67196273803711,
0.42822372913360596, 80.07991790771484, 5.929991722106934,
48.89164733886719, 15.282920837402344, 13.335721969604492,
39.06557846069336, 97.06050109863281, 83.68133544921875,
21.79571533203125, 52.027313232421875, 6.397815227508545,
84.54785919189453, 18.622516632080078, 34.10626220703125,
73.96932220458984, 36.1437873840332, 60.73781967163086,
55.09187316894531, 63.8924446105957, 59.36124038696289,
50.91202926635742, 50.339813232421875, 59.31963348388672,
70.78031921386719, 35.56179428100586, 82.53382873535156,
7.572360038757324, 61.90089416503906, 14.084012985229492,
90.86540985107422, 39.56248474121094, 67.77167510986328,
69.69512176513672, 89.54518127441406
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'roundingType': 'ceil',
'outputSizes': [2, 2]
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
171.5061492919922, 164.9919891357422, 160.0518341064453,
149.63897705078125, 142.6990966796875, 139.51637268066406,
165.07762145996094, 161.11062622070312
],
'descriptor': {shape: [1, 2, 2, 2], dataType: 'float32'}
}
}
}
},
{
'name': 'l2Pool2d float32 4D tensor options.dilations with options.strides',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
6.5550384521484375, 26.254413604736328, 28.47271156311035,
64.81202697753906, 39.65838623046875, 10.465584754943848,
47.94060134887695, 42.208946228027344, 36.834041595458984,
68.50249481201172, 2.0496721267700195, 49.73927688598633,
59.97947311401367, 71.08380889892578, 0.20033331215381622,
19.39293670654297, 70.1269302368164, 86.8837661743164,
84.28858184814453, 9.695697784423828, 62.69126510620117,
51.924110412597656, 5.412675857543945, 70.82118225097656,
81.61302947998047, 29.148712158203125, 85.83409881591797,
71.36548614501953, 44.09445571899414, 58.343570709228516,
43.37118148803711, 54.025882720947266, 85.50556945800781,
93.19215393066406, 10.992993354797363, 34.864158630371094,
96.2605209350586, 44.29584503173828, 61.12482833862305,
79.62699127197266, 4.066447734832764, 64.89644622802734,
97.5897445678711, 11.257055282592773, 61.151283264160156,
20.312341690063477, 39.862640380859375, 68.747314453125,
89.61034393310547, 22.28224754333496, 41.36311721801758,
62.9378662109375, 79.54936218261719, 55.64254379272461,
54.47548294067383, 77.04864501953125, 56.83576965332031,
80.57747650146484, 70.43293762207031, 85.67094421386719,
19.527807235717773, 33.87490463256836, 14.498117446899414,
92.85955810546875, 96.8167724609375, 28.399721145629883,
99.917236328125, 48.76692199707031, 86.08634948730469,
47.32324981689453, 7.223662376403809, 82.97200775146484,
38.374778747558594, 22.10988426208496, 14.797550201416016,
2.3872148990631104, 83.26342010498047, 46.41500473022461,
28.659175872802734, 13.919462203979492, 55.413089752197266,
62.68498992919922, 78.54127502441406, 31.142845153808594,
4.806727886199951, 33.233642578125, 24.749773025512695,
1.529007077217102, 42.976322174072266, 93.08572387695312,
77.908935546875, 45.74395751953125, 62.868892669677734,
60.689762115478516, 20.046878814697266, 13.203198432922363,
33.33952713012695, 0.5279953479766846
],
'descriptor': {shape: [1, 7, 7, 2], dataType: 'float32'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'dilations': [1, 1],
'layout': 'nhwc'
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
120.20333862304688, 114.0977783203125, 127.63969421386719,
119.95613861083984, 137.89837646484375, 152.24261474609375,
194.9647216796875, 168.20205688476562, 197.7173309326172,
169.85887145996094, 195.1484832763672, 190.96127319335938,
158.64576721191406, 166.2051544189453, 171.07916259765625,
148.70985412597656, 218.7123260498047, 153.33311462402344
],
'descriptor': {shape: [1, 3, 3, 2], dataType: 'float32'}
}
}
}
},
// float16 tests
{
'name': 'l2Pool2d float16 4D constant tensor all positive default options',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'},
'constant': true
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [{'input': 'l2Pool2dInput'}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [289, 292.75],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor all positive default options',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [{'input': 'l2Pool2dInput'}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [289, 292.75],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor all negative default options',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
-1.1953125, -9.703125, -39.5625, -82.375, -32.875, -50.21875,
-31.171875, -55.8125, -46.71875, -38.6875, -63.3125, -35.09375,
-80.9375, -82.875, -40.40625, -34.875, -84.3125, -84.125,
-5.5234375, -99, -75.5, -91.4375, -96.6875, -16.71875,
-17.984375, -58.0625, -11.84375, -97.875, -38.6875, -80.1875,
-48.71875, -90.875, -99.125, -79.6875, -59.375, -9.96875,
-39.28125, -10.46875, -27.5625, -2.046875, -81.875, -66.875,
-86, -29.671875, -19.65625, -89.375, -61.125, -84.1875,
-77.375, -91.1875
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [{'input': 'l2Pool2dInput'}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [299, 326.75],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor options.windowDimensions',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {'options': {'windowDimensions': [3, 3]}}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
194.5, 189.625, 189.875, 160.125, 167.125, 149.625, 161.125, 190.5,
168.5, 170.375, 155.625, 174.75, 165.125, 165.5, 161.125, 176.625,
174.25, 180.625
],
'descriptor': {shape: [1, 2, 3, 3], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor options.padding',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {'options': {'padding': [1, 0, 0, 1]}}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [254.875, 233.125, 289, 269.75, 241.5, 213, 292.75, 253.75],
'descriptor': {shape: [1, 2, 2, 2], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor options.strides',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'},
{'options': {'windowDimensions': [3, 3], 'strides': [2, 2]}}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
194.5, 189.875, 161.125, 168.5, 170.375, 174.75, 176.625, 180.625
],
'descriptor': {shape: [1, 2, 2, 2], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor options.dilations',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'},
{'options': {'windowDimensions': [3, 3], 'dilations': [2, 2]}}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [189.5, 207.25],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor options.layout=nchw',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments':
[{'input': 'l2Pool2dInput'}, {'options': {'layout': 'nchw'}}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [289, 292.75],
'descriptor': {shape: [1, 2, 1, 1], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor options.layout=nhwc',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 52.03125, 76.5625,
6.3984375, 62.71875, 84.5625,
83.875, 18.625, 73.125,
34.09375, 41.53125, 74,
39.34375, 36.15625, 86.625,
60.75, 23.09375, 55.09375,
53.65625, 63.90625, 0.0090179443359375,
59.375, 42.78125, 50.90625,
81.0625, 50.34375, 33.5,
59.3125, 33.6875, 70.75,
0.42822265625, 35.5625, 80.0625,
82.5625, 5.9296875, 7.57421875,
48.90625, 61.90625, 15.28125,
14.0859375, 13.3359375, 90.875,
39.0625, 39.5625, 97.0625,
67.75, 83.6875, 69.6875,
21.796875, 89.5625
],
'descriptor': {shape: [1, 5, 5, 2], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments':
[{'input': 'l2Pool2dInput'}, {'options': {'layout': 'nhwc'}}],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [289, 292.75],
'descriptor': {shape: [1, 1, 1, 2], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor options.roundingType=floor',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'roundingType': 'floor'
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data':
[171.5, 165, 160.125, 149.625, 142.75, 139.5, 165.125, 161.125],
'descriptor': {shape: [1, 2, 2, 2], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor options.roundingType=ceil',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'roundingType': 'ceil'
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
171.5, 165, 90.6875, 160.125, 149.625, 65.1875, 132.5, 139.875,
26.625, 142.75, 139.5, 72.4375, 165.125, 161.125, 96.375, 150.125,
146.875, 90.6875
],
'descriptor': {shape: [1, 2, 3, 3], dataType: 'float16'}
}
}
}
},
{
'name':
'l2Pool2d float16 4D tensor options.outputSizes ignores options.roundingType=floor',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'roundingType': 'floor',
'outputSizes': [3, 3]
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
171.5, 165, 90.6875, 160.125, 149.625, 65.1875, 132.5, 139.875,
26.625, 142.75, 139.5, 72.4375, 165.125, 161.125, 96.375, 150.125,
146.875, 90.6875
],
'descriptor': {shape: [1, 2, 3, 3], dataType: 'float16'}
}
}
}
},
{
'name':
'l2Pool2d float16 4D tensor options.outputSizes ignores options.roundingType=ceil',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
94.0625, 76.5625, 62.71875,
83.875, 73.125, 41.53125,
39.34375, 86.625, 23.09375,
53.65625, 0.0090179443359375, 42.78125,
81.0625, 33.5, 33.6875,
0.42822265625, 80.0625, 5.9296875,
48.90625, 15.28125, 13.3359375,
39.0625, 97.0625, 83.6875,
21.796875, 52.03125, 6.3984375,
84.5625, 18.625, 34.09375,
74, 36.15625, 60.75,
55.09375, 63.90625, 59.375,
50.90625, 50.34375, 59.3125,
70.75, 35.5625, 82.5625,
7.57421875, 61.90625, 14.0859375,
90.875, 39.5625, 67.75,
69.6875, 89.5625
],
'descriptor': {shape: [1, 2, 5, 5], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'roundingType': 'ceil',
'outputSizes': [2, 2]
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data':
[171.5, 165, 160.125, 149.625, 142.75, 139.5, 165.125, 161.125],
'descriptor': {shape: [1, 2, 2, 2], dataType: 'float16'}
}
}
}
},
{
'name': 'l2Pool2d float16 4D tensor options.dilations with options.strides',
'graph': {
'inputs': {
'l2Pool2dInput': {
'data': [
6.5546875, 26.25, 28.46875, 64.8125, 39.65625,
10.46875, 47.9375, 42.21875, 36.84375, 68.5,
2.048828125, 49.75, 59.96875, 71.0625, 0.2003173828125,
19.390625, 70.125, 86.875, 84.3125, 9.6953125,
62.6875, 51.9375, 5.4140625, 70.8125, 81.625,
29.15625, 85.8125, 71.375, 44.09375, 58.34375,
43.375, 54.03125, 85.5, 93.1875, 10.9921875,
34.875, 96.25, 44.28125, 61.125, 79.625,
4.06640625, 64.875, 97.5625, 11.2578125, 61.15625,
20.3125, 39.875, 68.75, 89.625, 22.28125,
41.375, 62.9375, 79.5625, 55.65625, 54.46875,
77.0625, 56.84375, 80.5625, 70.4375, 85.6875,
19.53125, 33.875, 14.5, 92.875, 96.8125,
28.40625, 99.9375, 48.78125, 86.0625, 47.3125,
7.22265625, 83, 38.375, 22.109375, 14.796875,
2.38671875, 83.25, 46.40625, 28.65625, 13.921875,
55.40625, 62.6875, 78.5625, 31.140625, 4.80859375,
33.21875, 24.75, 1.529296875, 42.96875, 93.0625,
77.9375, 45.75, 62.875, 60.6875, 20.046875,
13.203125, 33.34375, 0.52783203125
],
'descriptor': {shape: [1, 7, 7, 2], dataType: 'float16'}
}
},
'operators': [{
'name': 'l2Pool2d',
'arguments': [
{'input': 'l2Pool2dInput'}, {
'options': {
'windowDimensions': [3, 3],
'padding': [1, 0, 0, 1],
'strides': [2, 2],
'dilations': [1, 1],
'layout': 'nhwc'
}
}
],
'outputs': 'l2Pool2dOutput'
}],
'expectedOutputs': {
'l2Pool2dOutput': {
'data': [
120.1875, 114.0625, 127.625, 119.9375, 137.875, 152.25, 195, 168.25,
197.75, 169.875, 195.125, 191, 158.625, 166.25, 171.125, 148.75,
218.75, 153.375
],
'descriptor': {shape: [1, 3, 3, 2], dataType: 'float16'}
}
}
}
}
];
if (navigator.ml) {
l2Pool2dTests.forEach((test) => {
webnn_conformance_test(buildAndExecuteGraph, getPrecisionTolerance, test);
});
} else {
test(() => assert_implements(navigator.ml, 'missing navigator.ml'));
}