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{
"tests": [
{
"name": "resample2d float32 4D tensor default options",
"inputs": {
"input": {
"shape": [1, 1, 4, 6], // nchw
"data": [
3.8600528355143604,
45.18463077286585,
87.67153742917091,
98.78210347338205,
66.3741434682883,
3.4115834948988955,
86.14930500548006,
95.98133720121507,
76.87126314100948,
16.52591355131756,
65.98782867250333,
25.470921564461158,
22.56010547750855,
92.08479613461083,
85.80876634651386,
92.6316602716033,
29.91620870840146,
75.40461275485572,
62.063754512670435,
1.7712158798243394,
99.47231285272224,
11.440550135595085,
25.39634271166711,
67.02175102425608
],
"type": "float32"
}
},
"expected": {
"shape": [1, 1, 4, 6],
"data": [
3.8600528240203857,
45.18463134765625,
87.67153930664062,
98.7821044921875,
66.3741455078125,
3.411583423614502,
86.14930725097656,
95.98133850097656,
76.87126159667969,
16.52591323852539,
65.98783111572266,
25.470922470092773,
22.56010627746582,
92.08479309082031,
85.80876922607422,
92.63166046142578,
29.916208267211914,
75.40460968017578,
62.06375503540039,
1.7712159156799316,
99.4723129272461,
11.440549850463867,
25.396343231201172,
67.0217514038086
],
"type": "float32"
}
},
{
"name": "resample2d(upsample) float32 4D tensor options.scales",
"inputs": {
"input": {
"shape": [1, 1, 2, 3],
"data": [
59.92947164849423,
41.989187594696546,
66.39534663077877,
90.70066412516924,
86.95106056135486,
79.10004839481242
],
"type": "float32"
}
},
"options": {
"scales": [2.0, 2.0]
},
"expected": {
"shape": [1, 1, 4, 6],
"data": [
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281
],
"type": "float32"
}
},
{
"name": "resample2d(upsample) float32 4D tensor options.sizes",
"inputs": {
"input": {
"shape": [1, 1, 2, 3],
"data": [
59.92947164849423,
41.989187594696546,
66.39534663077877,
90.70066412516924,
86.95106056135486,
79.10004839481242
],
"type": "float32"
}
},
"options": {
"sizes": [4, 6]
},
"expected": {
"shape": [1, 1, 4, 6],
"data": [
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281
],
"type": "float32"
}
},
{
"name": "resample2d(upsample) float32 4D tensor options.sizes ignored options.scales",
"inputs": {
"input": {
"shape": [1, 1, 2, 3],
"data": [
59.92947164849423,
41.989187594696546,
66.39534663077877,
90.70066412516924,
86.95106056135486,
79.10004839481242
],
"type": "float32"
}
},
"options": {
"scales": [0.5, 0.5],
"sizes": [4, 6]
},
"expected": {
"shape": [1, 1, 4, 6],
"data": [
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281
],
"type": "float32"
}
},
{
"name": "resample2d(upsample) float32 4D tensor options.axes=[1, 2]",
"inputs": {
"input": {
"shape": [1, 2, 3, 1], // nhwc
"data": [
59.92947164849423,
41.989187594696546,
66.39534663077877,
90.70066412516924,
86.95106056135486,
79.10004839481242
],
"type": "float32"
}
},
"options": {
"sizes": [4, 6],
"axes": [1, 2]
},
"expected": {
"shape": [1, 4, 6, 1],
"data": [
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281
],
"type": "float32"
}
},
{
"name": "resample2d(upsample) float32 4D tensor explicit options.axes=[2, 3]",
"inputs": {
"input": {
"shape": [1, 1, 2, 3], // nchw
"data": [
59.92947164849423,
41.989187594696546,
66.39534663077877,
90.70066412516924,
86.95106056135486,
79.10004839481242
],
"type": "float32"
}
},
"options": {
"sizes": [4, 6],
"axes": [2, 3]
},
"expected": {
"shape": [1, 1, 4, 6],
"data": [
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281
],
"type": "float32"
}
},
{
"name": "resample2d(upsample) float32 4D tensor explicit options.mode='nearest-neighbor'",
"inputs": {
"input": {
"shape": [1, 1, 2, 3],
"data": [
59.92947164849423,
41.989187594696546,
66.39534663077877,
90.70066412516924,
86.95106056135486,
79.10004839481242
],
"type": "float32"
}
},
"options": {
"mode": "nearest-neighbor",
"sizes": [4, 6]
},
"expected": {
"shape": [1, 1, 4, 6],
"data": [
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
59.92947006225586,
59.92947006225586,
41.98918914794922,
41.98918914794922,
66.39534759521484,
66.39534759521484,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281,
90.7006607055664,
90.7006607055664,
86.95105743408203,
86.95105743408203,
79.10005187988281,
79.10005187988281
],
"type": "float32"
}
},
{
"name": "resample2d(upsample) float32 4D tensor options.scales options.mode='linear'",
"inputs": {
"input": {
"shape": [1, 1, 2, 3],
"data": [
59.92947164849423,
41.989187594696546,
66.39534663077877,
90.70066412516924,
86.95106056135486,
79.10004839481242
],
"type": "float32"
}
},
"options": {
"mode": "linear",
"scales": [2.0, 2.0]
},
"expected": {
"shape": [1, 1, 4, 6],
"data": [
59.92947006225586,
55.444400787353516,
46.47425842285156,
48.090728759765625,
60.29380798339844,
66.39534759521484,
67.62226867675781,
64.02411651611328,
56.82780838012695,
57.31512451171875,
65.48605346679688,
69.57152557373047,
83.00786590576172,
81.18354797363281,
77.534912109375,
75.76390838623047,
75.87055206298828,
75.92387390136719,
90.7006607055664,
89.76325988769531,
87.88845825195312,
84.9883041381836,
81.06280517578125,
79.10005187988281
],
"type": "float32"
}
},
{
"name": "resample2d(upsample) float32 4D tensor options.sizes options.mode='linear'",
"inputs": {
"input": {
"shape": [1, 1, 2, 3],
"data": [
59.92947164849423,
41.989187594696546,
66.39534663077877,
90.70066412516924,
86.95106056135486,
79.10004839481242
],
"type": "float32"
}
},
"options": {
"mode": "linear",
"sizes": [4, 6]
},
"expected": {
"shape": [1, 1, 4, 6],
"data": [
59.92947006225586,
55.444400787353516,
46.47425842285156,
48.090728759765625,
60.29380798339844,
66.39534759521484,
67.62226867675781,
64.02411651611328,
56.82780838012695,
57.31512451171875,
65.48605346679688,
69.57152557373047,
83.00786590576172,
81.18354797363281,
77.534912109375,
75.76390838623047,
75.87055206298828,
75.92387390136719,
90.7006607055664,
89.76325988769531,
87.88845825195312,
84.9883041381836,
81.06280517578125,
79.10005187988281
],
"type": "float32"
}
},
{
"name": "resample2d(upsample) float32 4D tensor options.axes=[1, 2] options.mode='linear'",
"inputs": {
"input": {
"shape": [1, 2, 3, 1],
"data": [
59.92947164849423,
41.989187594696546,
66.39534663077877,
90.70066412516924,
86.95106056135486,
79.10004839481242
],
"type": "float32"
}
},
"options": {
"mode": "linear",
"sizes": [4, 6],
"axes": [1, 2]
},
"expected": {
"shape": [1, 4, 6, 1],
"data": [
59.92947006225586,
55.444400787353516,
46.47425842285156,
48.090728759765625,
60.29380798339844,
66.39534759521484,
67.62226867675781,
64.02411651611328,
56.82780838012695,
57.31512451171875,
65.48605346679688,
69.57152557373047,
83.00786590576172,
81.18354797363281,
77.534912109375,
75.76390838623047,
75.87055206298828,
75.92387390136719,
90.7006607055664,
89.76325988769531,
87.88845825195312,
84.9883041381836,
81.06280517578125,
79.10005187988281
],
"type": "float32"
}
}
]
}