Source code
Revision control
Copy as Markdown
Other Tools
{
"tests": [
{
"name": "reduceSum float32 1D constant tensor all positive default options",
"inputs": {
"input": {
"shape": [24],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32",
"constant": true
}
},
"expected": {
"name": "output",
"data": 1313.87939453125,
"type": "float32"
}
},
{
"name": "reduceSum float32 1D tensor all positive default options",
"inputs": {
"input": {
"shape": [24],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"expected": {
"name": "output",
"data": 1313.87939453125,
"type": "float32"
}
},
{
"name": "reduceSum float32 1D tensor all negative default options",
"inputs": {
"input": {
"shape": [24],
"data": [
-51.77016701194195,
-34.46467785404002,
-40.983506494422414,
-83.34922667410298,
-67.67525749941849,
-18.703119061215574,
-20.281060841405974,
-20.123054810748656,
-83.63451764199297,
-23.651085471445683,
-10.20843911447325,
-36.212902987180804,
-76.26201536868358,
-9.094745329540757,
-53.88933855716023,
-67.52341028201596,
-71.14580362299527,
-82.04484921713924,
-96.29924980334548,
-68.46700365583722,
-26.107193300700942,
-68.01821308673175,
-4.833076925370335,
-48.90069809349882
],
"type": "float32"
}
},
"expected": {
"name": "output",
"data": -1163.642578125,
"type": "float32"
}
},
{
"name": "reduceSum float32 1D tensor all positive integers default options", // test with float32 values which are equivalent to integers
"inputs": {
"input": {
"shape": [24],
"data": [
56,
90,
67,
33,
20,
58,
22,
15,
86,
79,
59,
99,
16,
95,
67,
11,
60,
89,
50,
57,
77,
89,
10,
2
],
"type": "float32"
}
},
"expected": {
"name": "output",
"data": 1307,
"type": "float32"
}
},
{
"name": "reduceSum float32 1D tensor all negative integers default options", // test with float32 values which are equivalent to integers
"inputs": {
"input": {
"shape": [24],
"data": [
-55,
-36,
-74,
-17,
-67,
-95,
-3,
-67,
-95,
-13,
-45,
-9,
-33,
-98,
-86,
-11,
-70,
-44,
-31,
-68,
-79,
-24,
-60,
-36
],
"type": "float32"
}
},
"expected": {
"name": "output",
"data": -1216,
"type": "float32"
}
},
{
"name": "reduceSum float32 2D tensor default options",
"inputs": {
"input": {
"shape": [4, 6],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"expected": {
"name": "output",
"data": 1313.87939453125,
"type": "float32"
}
},
{
"name": "reduceSum float32 3D tensor default options",
"inputs": {
"input": {
"shape": [2, 3, 4],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"expected": {
"name": "output",
"data": 1313.87939453125,
"type": "float32"
}
},
{
"name": "reduceSum float32 4D tensor default options",
"inputs": {
"input": {
"shape": [2, 2, 2, 3],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"expected": {
"name": "output",
"data": 1313.87939453125,
"type": "float32"
}
},
{
"name": "reduceSum float32 5D tensor default options",
"inputs": {
"input": {
"shape": [2, 1, 4, 1, 3],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"expected": {
"name": "output",
"data": 1313.87939453125,
"type": "float32"
}
},
{
"name": "reduceSum float32 3D tensor options.axes",
"inputs": {
"input": {
"shape": [2, 3, 4],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"options": {
"axes": [2]
},
"expected": {
"shape": [2, 3],
"data": [
210.44241333007812,
104.54179382324219,
226.2177734375,
239.025390625,
260.405029296875,
273.2470397949219
],
"type": "float32"
}
},
{
"name": "reduceSum float32 4D tensor options.axes",
"inputs": {
"input": {
"shape": [2, 2, 2, 3],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"options": {
"axes": [0, 2]
},
"expected": {
"shape": [2, 3],
"data": [
179.63900756835938,
260.37457275390625,
219.3611297607422,
246.83712768554688,
157.4895782470703,
250.1780242919922
],
"type": "float32"
}
},
{
"name": "reduceSum float32 3D tensor options.keepDimensions=false",
"inputs": {
"input": {
"shape": [2, 3, 4],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"options": {
"keepDimensions": false
},
"expected": {
"data": 1313.87939453125,
"type": "float32"
}
},
{
"name": "reduceSum float32 3D tensor options.keepDimensions=true",
"inputs": {
"input": {
"shape": [2, 3, 4],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"options": {
"keepDimensions": true
},
"expected": {
"shape": [1, 1, 1],
"data": [
1313.87939453125
],
"type": "float32"
}
},
{
"name": "reduceSum float32 4D tensor options.keepDimensions=false",
"inputs": {
"input": {
"shape": [2, 2, 2, 3],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"options": {
"keepDimensions": false
},
"expected": {
"data": 1313.87939453125,
"type": "float32"
}
},
{
"name": "reduceSum float32 4D tensor options.keepDimensions=true",
"inputs": {
"input": {
"shape": [2, 2, 2, 3],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"options": {
"keepDimensions": true
},
"expected": {
"shape": [1, 1, 1, 1],
"data": [
1313.87939453125
],
"type": "float32"
}
},
{
"name": "reduceSum float32 4D tensor options.axes with options.keepDimensions=false",
"inputs": {
"input": {
"shape": [2, 2, 2, 3],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"options": {
"axes": [1, 3],
"keepDimensions": false
},
"expected": {
"shape": [2, 2],
"data": [
355.21942138671875,
185.98255920410156,
362.3598937988281,
410.3175354003906
],
"type": "float32"
}
},
{
"name": "reduceSum float32 4D tensor options.axes with options.keepDimensions=true",
"inputs": {
"input": {
"shape": [2, 2, 2, 3],
"data": [
69.6038605453285,
99.1748548274599,
32.782341359545676,
8.881362932730319,
16.094296257493014,
11.806894918510213,
32.64223805640243,
43.998363476438975,
77.01777099153088,
79.79425759062173,
45.007949804090174,
24.39779644056914,
57.50268541631618,
57.60172895173401,
80.26985885745457,
43.65110628848945,
87.50368667545843,
94.50203768533922,
35.54289690580114,
42.856416416096344,
88.58631651618441,
98.85772999308332,
25.62685451963782,
60.17613590317996
],
"type": "float32"
}
},
"options": {
"axes": [1, 3],
"keepDimensions": true
},
"expected": {
"shape": [2, 1, 2, 1],
"data": [
355.21942138671875,
185.98255920410156,
362.3598937988281,
410.3175354003906
],
"type": "float32"
}
}
]
}