Source code
Revision control
Copy as Markdown
Other Tools
{
"tests": [
// concat 1D tensors
{
"name": "concat two float32 1D constant 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",
"constant": true
},
{
"name": "input2",
"shape": [12],
"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",
"constant": true
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [24],
"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 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,
-0.7993468785008635,
0.6653799854931952,
0.03886038855553897,
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float32"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [24],
"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 float16 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": "float16"
},
{
"name": "input2",
"shape": [12],
"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": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [24],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"name": "concat three float32 1D tensors of different 1st dimension along axis 0",
"inputs": [
{
"name": "input1",
"shape": [4],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507
],
"type": "float32"
},
{
"name": "input2",
"shape": [8],
"data": [
0.576785657225761,
0.3227640108329237,
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float32"
},
{
"name": "input3",
"shape": [12],
"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": 0,
"expected": {
"name": "output",
"shape": [24],
"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 float16 1D tensors of different 1st dimension along axis 0",
"inputs": [
{
"name": "input1",
"shape": [4],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507
],
"type": "float16"
},
{
"name": "input2",
"shape": [8],
"data": [
0.576785657225761,
0.3227640108329237,
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float16"
},
{
"name": "input3",
"shape": [12],
"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": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [24],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"name": "concat four float32 1D tensors of same 1st dimension along axis 0",
"inputs": [
{
"name": "input1",
"shape": [6],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float32"
},
{
"name": "input2",
"shape": [6],
"data": [
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float32"
},
{
"name": "input3",
"shape": [6],
"data": [
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157,
-0.9158143500894873,
-0.7206121708970712,
-0.7993468785008635
],
"type": "float32"
},
{
"name": "input4",
"shape": [6],
"data": [
0.6653799854931952,
0.03886038855553897,
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float32"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [24],
"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 float16 1D tensors of same 1st dimension along axis 0",
"inputs": [
{
"name": "input1",
"shape": [6],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float16"
},
{
"name": "input2",
"shape": [6],
"data": [
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float16"
},
{
"name": "input3",
"shape": [6],
"data": [
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157,
-0.9158143500894873,
-0.7206121708970712,
-0.7993468785008635
],
"type": "float16"
},
{
"name": "input4",
"shape": [6],
"data": [
0.6653799854931952,
0.03886038855553897,
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [24],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"name": "concat four float32 1D tensors of different 1st dimension along axis 0",
"inputs": [
{
"name": "input1",
"shape": [2],
"data": [
-0.39444134019222243,
0.8619825316530809
],
"type": "float32"
},
{
"name": "input2",
"shape": [4],
"data": [
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float32"
},
{
"name": "input3",
"shape": [8],
"data": [
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844,
0.4918989118791477,
-0.15864110312378976
],
"type": "float32"
},
{
"name": "input4",
"shape": [10],
"data": [
-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": [24],
"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 float16 1D tensors of different 1st dimension along axis 0",
"inputs": [
{
"name": "input1",
"shape": [2],
"data": [
-0.39444134019222243,
0.8619825316530809
],
"type": "float16"
},
{
"name": "input2",
"shape": [4],
"data": [
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float16"
},
{
"name": "input3",
"shape": [8],
"data": [
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844,
0.4918989118791477,
-0.15864110312378976
],
"type": "float16"
},
{
"name": "input4",
"shape": [10],
"data": [
-0.34188115459083157,
-0.9158143500894873,
-0.7206121708970712,
-0.7993468785008635,
0.6653799854931952,
0.03886038855553897,
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [24],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
// concat 2D tensors
{
"name": "concat two float32 2D tensors of same shape along axis 0",
"inputs": [
{
"name": "input1",
"shape": [2, 6],
"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": [2, 6],
"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": 0,
"expected": {
"name": "output",
"shape": [4, 6],
"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 float16 2D tensors of same shape along axis 0",
"inputs": [
{
"name": "input1",
"shape": [2, 6],
"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": "float16"
},
{
"name": "input2",
"shape": [2, 6],
"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": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [4, 6],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"name": "concat two float32 2D tensors of same others dimensions except different 1st dimension along axis 0",
"inputs": [
{
"name": "input1",
"shape": [1, 6],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float32"
},
{
"name": "input2",
"shape": [3, 6],
"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, 6],
"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 float16 2D tensors of same others dimensions except different 1st dimension along axis 0",
"inputs": [
{
"name": "input1",
"shape": [1, 6],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float16"
},
{
"name": "input2",
"shape": [3, 6],
"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": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [4, 6],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"name": "concat four float32 2D tensors of same shape along axis 0",
"inputs": [
{
"name": "input1",
"shape": [3, 2],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float32"
},
{
"name": "input2",
"shape": [3, 2],
"data": [
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float32"
},
{
"name": "input3",
"shape": [3, 2],
"data": [
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157,
-0.9158143500894873,
-0.7206121708970712,
-0.7993468785008635
],
"type": "float32"
},
{
"name": "input4",
"shape": [3, 2],
"data": [
0.6653799854931952,
0.03886038855553897,
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float32"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [12, 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 four float16 2D tensors of same shape along axis 0",
"inputs": [
{
"name": "input1",
"shape": [3, 2],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float16"
},
{
"name": "input2",
"shape": [3, 2],
"data": [
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float16"
},
{
"name": "input3",
"shape": [3, 2],
"data": [
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157,
-0.9158143500894873,
-0.7206121708970712,
-0.7993468785008635
],
"type": "float16"
},
{
"name": "input4",
"shape": [3, 2],
"data": [
0.6653799854931952,
0.03886038855553897,
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [12, 2],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"name": "concat two float32 2D tensors of same others dimensions except different 2nd dimension along axis 1",
"inputs": [
{
"name": "input1",
"shape": [2, 10],
"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,
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157,
-0.9158143500894873,
-0.7206121708970712,
-0.7993468785008635,
0.6653799854931952,
0.03886038855553897
],
"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 two float16 2D tensors of same others dimensions except different 2nd dimension along axis 1",
"inputs": [
{
"name": "input1",
"shape": [2, 10],
"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,
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157,
-0.9158143500894873,
-0.7206121708970712,
-0.7993468785008635,
0.6653799854931952,
0.03886038855553897
],
"type": "float16"
},
{
"name": "input2",
"shape": [2, 2],
"data": [
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float16"
}
],
"axis": 1,
"expected": {
"name": "output",
"shape": [2, 12],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
0.51806640625,
-0.8740234375,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"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 three float16 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": "float16"
},
{
"name": "input2",
"shape": [4, 2],
"data": [
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844,
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157,
-0.9158143500894873
],
"type": "float16"
},
{
"name": "input3",
"shape": [4, 2],
"data": [
-0.7206121708970712,
-0.7993468785008635,
0.6653799854931952,
0.03886038855553897,
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float16"
}
],
"axis": 1,
"expected": {
"name": "output",
"shape": [4, 6],
"data": [
-0.39453125,
0.86181640625,
-0.5947265625,
-0.40283203125,
-0.720703125,
-0.79931640625,
0.337890625,
-0.99072265625,
-0.953125,
-0.67333984375,
0.66552734375,
0.038848876953125,
0.57666015625,
0.32275390625,
0.491943359375,
-0.15869140625,
0.51806640625,
-0.8740234375,
-0.447265625,
0.11029052734375,
-0.341796875,
-0.916015625,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"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"
}
},
{
"name": "concat four float16 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": "float16"
},
{
"name": "input2",
"shape": [3, 2],
"data": [
-0.9906398615400507,
0.576785657225761,
0.3227640108329237,
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908
],
"type": "float16"
},
{
"name": "input3",
"shape": [3, 2],
"data": [
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844,
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157
],
"type": "float16"
},
{
"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": "float16"
}
],
"axis": 1,
"expected": {
"name": "output",
"shape": [3, 8],
"data": [
-0.39453125,
-0.99072265625,
0.57666015625,
-0.40283203125,
-0.953125,
-0.916015625,
-0.720703125,
-0.79931640625,
0.86181640625,
0.32275390625,
-0.447265625,
-0.67333984375,
0.491943359375,
0.66552734375,
0.038848876953125,
0.51806640625,
0.337890625,
0.11029052734375,
-0.5947265625,
-0.15869140625,
-0.341796875,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
// 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 two float16 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": "float16"
},
{
"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": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [8, 1, 3],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"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 four float16 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": "float16"
},
{
"name": "input2",
"shape": [3, 2, 1],
"data": [
-0.9906398615400507,
0.576785657225761,
0.3227640108329237,
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908
],
"type": "float16"
},
{
"name": "input3",
"shape": [3, 2, 1],
"data": [
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844,
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157
],
"type": "float16"
},
{
"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": "float16"
}
],
"axis": 1,
"expected": {
"name": "output",
"shape": [3, 8, 1],
"data": [
-0.39453125,
-0.99072265625,
0.57666015625,
-0.40283203125,
-0.953125,
-0.916015625,
-0.720703125,
-0.79931640625,
0.86181640625,
0.32275390625,
-0.447265625,
-0.67333984375,
0.491943359375,
0.66552734375,
0.038848876953125,
0.51806640625,
0.337890625,
0.11029052734375,
-0.5947265625,
-0.15869140625,
-0.341796875,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"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"
}
},
{
"name": "concat three float16 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": "float16"
},
{
"name": "input2",
"shape": [2, 2, 2],
"data": [
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844,
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157,
-0.9158143500894873
],
"type": "float16"
},
{
"name": "input3",
"shape": [2, 2, 2],
"data": [
-0.7206121708970712,
-0.7993468785008635,
0.6653799854931952,
0.03886038855553897,
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float16"
}
],
"axis": 2,
"expected": {
"name": "output",
"shape": [2, 2, 6],
"data": [
-0.39453125,
0.86181640625,
-0.5947265625,
-0.40283203125,
-0.720703125,
-0.79931640625,
0.337890625,
-0.99072265625,
-0.953125,
-0.67333984375,
0.66552734375,
0.038848876953125,
0.57666015625,
0.32275390625,
0.491943359375,
-0.15869140625,
0.51806640625,
-0.8740234375,
-0.447265625,
0.11029052734375,
-0.341796875,
-0.916015625,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
// 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 two float16 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": "float16"
},
{
"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": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [4, 3, 1, 2],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"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 float16 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": "float16"
},
{
"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": "float16"
},
{
"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": "float16"
}
],
"axis": 1,
"expected": {
"name": "output",
"shape": [2, 6, 1, 2],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"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 three float16 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": "float16"
},
{
"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": "float16"
},
{
"name": "input3",
"shape": [1, 2, 2, 1],
"data": [
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float16"
}
],
"axis": 2,
"expected": {
"name": "output",
"shape": [1, 2, 12, 1],
"data": [
-0.39453125,
0.86181640625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.51806640625,
-0.8740234375,
0.337890625,
-0.99072265625,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"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,
0.861982524394989,
0.576785683631897,
-0.5945112705230713,
-0.402848482131958,
-0.7206121683120728,
-0.7993468642234802,
0.6653800010681152,
0.03886038810014725,
0.337996244430542,
0.32276400923728943,
-0.9531654119491577,
-0.6731740236282349,
0.5182055234909058,
-0.8742017149925232,
-0.4790218770503998,
0.1211843192577362
],
"type": "float32"
}
},
{
"name": "concat four float16 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": "float16"
},
{
"name": "input2",
"shape": [1, 3, 1, 1],
"data": [
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float16"
},
{
"name": "input3",
"shape": [1, 3, 1, 2],
"data": [
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float16"
},
{
"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": "float16"
}
],
"axis": 3,
"expected": {
"name": "output",
"shape": [1, 3, 1, 8],
"data": [
-0.39453125,
-0.99072265625,
-0.447265625,
0.11029052734375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
0.86181640625,
0.57666015625,
-0.5947265625,
-0.40283203125,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.337890625,
0.32275390625,
-0.953125,
-0.67333984375,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
// concat 5D tensors
{
"name": "concat four float32 5D tensors of same shape along axis 0",
"inputs": [
{
"name": "input1",
"shape": [1, 2, 1, 1, 3],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float32"
},
{
"name": "input2",
"shape": [1, 2, 1, 1, 3],
"data": [
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float32"
},
{
"name": "input3",
"shape": [1, 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 four float16 5D tensors of same shape along axis 0",
"inputs": [
{
"name": "input1",
"shape": [1, 2, 1, 1, 3],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float16"
},
{
"name": "input2",
"shape": [1, 2, 1, 1, 3],
"data": [
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float16"
},
{
"name": "input3",
"shape": [1, 2, 1, 1, 3],
"data": [
0.4918989118791477,
-0.15864110312378976,
-0.34188115459083157,
-0.9158143500894873,
-0.7206121708970712,
-0.7993468785008635
],
"type": "float16"
},
{
"name": "input4",
"shape":[1, 2, 1, 1, 3],
"data": [
0.6653799854931952,
0.03886038855553897,
0.5182055416768865,
-0.8742016938344297,
-0.479021891130635,
0.1211843166661235
],
"type": "float16"
}
],
"axis": 0,
"expected": {
"name": "output",
"shape": [4, 2, 1, 1, 3],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"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 two float16 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": "float16"
},
{
"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": "float16"
}
],
"axis": 1,
"expected": {
"name": "output",
"shape": [1, 8, 3, 1, 1],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"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, 2],
"data": [
0.576785657225761,
0.3227640108329237,
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float32"
},
{
"name": "input3",
"shape": [1, 2, 3, 1, 2],
"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": 2,
"expected": {
"name": "output",
"shape": [1, 2, 6, 1, 2],
"data": [
-0.3944413363933563,
0.861982524394989,
0.576785683631897,
0.32276400923728943,
-0.44735023379325867,
0.11028251051902771,
0.49189892411231995,
-0.15864109992980957,
-0.3418811559677124,
-0.9158143401145935,
-0.7206121683120728,
-0.7993468642234802,
0.337996244430542,
-0.990639865398407,
-0.5945112705230713,
-0.402848482131958,
-0.9531654119491577,
-0.6731740236282349,
0.6653800010681152,
0.03886038810014725,
0.5182055234909058,
-0.8742017149925232,
-0.4790218770503998,
0.1211843192577362
],
"type": "float32"
}
},
{
"name": "concat three float16 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": "float16"
},
{
"name": "input2",
"shape": [1, 2, 2, 1, 2],
"data": [
0.576785657225761,
0.3227640108329237,
-0.44735022799701873,
0.11028251232581932,
-0.5945112749179908,
-0.40284849555754754,
-0.9531654171044694,
-0.6731740531810844
],
"type": "float16"
},
{
"name": "input3",
"shape": [1, 2, 3, 1, 2],
"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": "float16"
}
],
"axis": 2,
"expected": {
"name": "output",
"shape": [1, 2, 6, 1, 2],
"data": [
-0.39453125,
0.86181640625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.337890625,
-0.99072265625,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"name": "concat two float32 5D tensors of same others dimensions except different 4th dimension along axis 3",
"inputs": [
{
"name": "input1",
"shape": [3, 1, 1, 1, 2],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float32"
},
{
"name": "input2",
"shape": [3, 1, 1, 3, 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": 3,
"expected": {
"name": "output",
"shape": [3, 1, 1, 4, 2],
"data": [
-0.3944413363933563,
0.861982524394989,
-0.44735023379325867,
0.11028251051902771,
-0.5945112705230713,
-0.402848482131958,
-0.9531654119491577,
-0.6731740236282349,
0.337996244430542,
-0.990639865398407,
0.49189892411231995,
-0.15864109992980957,
-0.3418811559677124,
-0.9158143401145935,
-0.7206121683120728,
-0.7993468642234802,
0.576785683631897,
0.32276400923728943,
0.6653800010681152,
0.03886038810014725,
0.5182055234909058,
-0.8742017149925232,
-0.4790218770503998,
0.1211843192577362
],
"type": "float32"
}
},
{
"name": "concat two float16 5D tensors of same others dimensions except different 4th dimension along axis 3",
"inputs": [
{
"name": "input1",
"shape": [3, 1, 1, 1, 2],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237
],
"type": "float16"
},
{
"name": "input2",
"shape": [3, 1, 1, 3, 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": "float16"
}
],
"axis": 3,
"expected": {
"name": "output",
"shape": [3, 1, 1, 4, 2],
"data": [
-0.39453125,
0.86181640625,
-0.447265625,
0.11029052734375,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.337890625,
-0.99072265625,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
-0.720703125,
-0.79931640625,
0.57666015625,
0.32275390625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
},
{
"name": "concat two float32 5D tensors of same others dimensions except different 5th dimension along axis 4",
"inputs": [
{
"name": "input1",
"shape": [1, 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,
-0.15864109992980957,
-0.3418811559677124,
-0.9158143401145935,
0.576785683631897,
0.32276400923728943,
-0.44735023379325867,
0.11028251051902771,
-0.7206121683120728,
-0.7993468642234802,
0.6653800010681152,
0.03886038810014725,
0.5182055234909058,
-0.8742017149925232,
-0.4790218770503998,
0.1211843192577362
],
"type": "float32"
}
},
{
"name": "concat two float16 5D tensors of same others dimensions except different 5th dimension along axis 4",
"inputs": [
{
"name": "input1",
"shape": [1, 2, 1, 1, 4],
"data": [
-0.39444134019222243,
0.8619825316530809,
0.3379962524218807,
-0.9906398615400507,
0.576785657225761,
0.3227640108329237,
-0.44735022799701873,
0.11028251232581932
],
"type": "float16"
},
{
"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": "float16"
}
],
"axis": 4,
"expected": {
"name": "output",
"shape": [1, 2, 1, 1, 12],
"data": [
-0.39453125,
0.86181640625,
0.337890625,
-0.99072265625,
-0.5947265625,
-0.40283203125,
-0.953125,
-0.67333984375,
0.491943359375,
-0.15869140625,
-0.341796875,
-0.916015625,
0.57666015625,
0.32275390625,
-0.447265625,
0.11029052734375,
-0.720703125,
-0.79931640625,
0.66552734375,
0.038848876953125,
0.51806640625,
-0.8740234375,
-0.47900390625,
0.12115478515625
],
"type": "float16"
}
}
]
}