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-rw-r--r--testing/web-platform/tests/webnn/resources/test_data/concat.json3666
1 files changed, 3666 insertions, 0 deletions
diff --git a/testing/web-platform/tests/webnn/resources/test_data/concat.json b/testing/web-platform/tests/webnn/resources/test_data/concat.json
new file mode 100644
index 0000000000..5e2285b75a
--- /dev/null
+++ b/testing/web-platform/tests/webnn/resources/test_data/concat.json
@@ -0,0 +1,3666 @@
+{
+ "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,
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+ 0.51806640625,
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+ -0.447265625,
+ 0.11029052734375,
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+ -0.916015625,
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+ 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": [
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+ -0.44735022799701873,
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+ -0.5945112749179908
+ ],
+ "type": "float32"
+ },
+ {
+ "name": "input3",
+ "shape": [3, 2],
+ "data": [
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+ -0.6731740531810844,
+ 0.4918989118791477,
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+ -0.34188115459083157
+ ],
+ "type": "float32"
+ },
+ {
+ "name": "input4",
+ "shape": [3, 3],
+ "data": [
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+ -0.7993468785008635,
+ 0.6653799854931952,
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+ 0.5182055416768865,
+ -0.8742016938344297,
+ -0.479021891130635,
+ 0.1211843166661235
+ ],
+ "type": "float32"
+ }
+ ],
+ "axis": 1,
+ "expected": {
+ "name": "output",
+ "shape": [3, 8],
+ "data": [
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+ -0.990639865398407,
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+ -0.402848482131958,
+ -0.9531654119491577,
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+ -0.7206121683120728,
+ -0.7993468642234802,
+ 0.861982524394989,
+ 0.32276400923728943,
+ -0.44735023379325867,
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+ 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": [
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+ 0.3227640108329237,
+ -0.44735022799701873,
+ 0.11028251232581932,
+ -0.5945112749179908
+ ],
+ "type": "float16"
+ },
+ {
+ "name": "input3",
+ "shape": [3, 2],
+ "data": [
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+ -0.6731740531810844,
+ 0.4918989118791477,
+ -0.15864110312378976,
+ -0.34188115459083157
+ ],
+ "type": "float16"
+ },
+ {
+ "name": "input4",
+ "shape": [3, 3],
+ "data": [
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+ -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,
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+ 0.66552734375,
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+ -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": [
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+ -0.6731740531810844,
+ 0.4918989118791477,
+ -0.15864110312378976,
+ -0.34188115459083157,
+ -0.9158143500894873,
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+ 0.6653799854931952,
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+ -0.479021891130635,
+ 0.1211843166661235
+ ],
+ "type": "float32"
+ }
+ ],
+ "axis": 0,
+ "expected": {
+ "name": "output",
+ "shape": [8, 1, 3],
+ "data": [
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+ 0.337996244430542,
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+ -0.5945112705230713,
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+ -0.7206121683120728,
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+ -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": [
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+ 0.3227640108329237
+ ],
+ "type": "float16"
+ },
+ {
+ "name": "input2",
+ "shape": [6, 1, 3],
+ "data": [
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+ -0.7206121708970712,
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+ -0.479021891130635,
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+ ],
+ "type": "float16"
+ }
+ ],
+ "axis": 0,
+ "expected": {
+ "name": "output",
+ "shape": [8, 1, 3],
+ "data": [
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+ 0.86181640625,
+ 0.337890625,
+ -0.99072265625,
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+ 0.51806640625,
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+ ],
+ "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,
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+ 0.3379962524218807
+ ],
+ "type": "float32"
+ },
+ {
+ "name": "input2",
+ "shape": [3, 2, 1],
+ "data": [
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+ 0.3227640108329237,
+ -0.44735022799701873,
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+ -0.5945112749179908
+ ],
+ "type": "float32"
+ },
+ {
+ "name": "input3",
+ "shape": [3, 2, 1],
+ "data": [
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+ -0.9531654171044694,
+ -0.6731740531810844,
+ 0.4918989118791477,
+ -0.15864110312378976,
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+ ],
+ "type": "float32"
+ },
+ {
+ "name": "input4",
+ "shape": [3, 3, 1],
+ "data": [
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+ ],
+ "type": "float32"
+ }
+ ],
+ "axis": 1,
+ "expected": {
+ "name": "output",
+ "shape": [3, 8, 1],
+ "data": [
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+ -0.990639865398407,
+ 0.576785683631897,
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+ -0.9531654119491577,
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+ 0.6653800010681152,
+ 0.03886038810014725,
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+ -0.15864109992980957,
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+ -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,
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+ 0.3379962524218807
+ ],
+ "type": "float16"
+ },
+ {
+ "name": "input2",
+ "shape": [3, 2, 1],
+ "data": [
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+ -0.44735022799701873,
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+ ],
+ "type": "float16"
+ },
+ {
+ "name": "input3",
+ "shape": [3, 2, 1],
+ "data": [
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+ ],
+ "type": "float16"
+ },
+ {
+ "name": "input4",
+ "shape": [3, 3, 1],
+ "data": [
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+ ],
+ "type": "float16"
+ }
+ ],
+ "axis": 1,
+ "expected": {
+ "name": "output",
+ "shape": [3, 8, 1],
+ "data": [
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+ -0.99072265625,
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+ ],
+ "type": "float16"
+ }
+ },
+ {
+ "name": "concat three float32 3D tensors of same shape along axis 2",
+ "inputs": [
+ {
+ "name": "input1",
+ "shape": [2, 2, 2],
+ "data": [
+ -0.39444134019222243,
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+ -0.44735022799701873,
+ 0.11028251232581932
+ ],
+ "type": "float32"
+ },
+ {
+ "name": "input2",
+ "shape": [2, 2, 2],
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+ ],
+ "type": "float32"
+ },
+ {
+ "name": "input3",
+ "shape": [2, 2, 2],
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+ 0.1211843166661235
+ ],
+ "type": "float32"
+ }
+ ],
+ "axis": 2,
+ "expected": {
+ "name": "output",
+ "shape": [2, 2, 6],
+ "data": [
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+ -0.5945112705230713,
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+ -0.7206121683120728,
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+ -0.9531654119491577,
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+ 0.6653800010681152,
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+ 0.576785683631897,
+ 0.32276400923728943,
+ 0.49189892411231995,
+ -0.15864109992980957,
+ 0.5182055234909058,
+ -0.8742017149925232,
+ -0.44735023379325867,
+ 0.11028251051902771,
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+ -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,
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+ -0.9906398615400507,
+ 0.576785657225761,
+ 0.3227640108329237,
+ -0.44735022799701873,
+ 0.11028251232581932
+ ],
+ "type": "float16"
+ },
+ {
+ "name": "input2",
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+ "type": "float16"
+ },
+ {
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+ "shape": [2, 2, 2],
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+ -0.479021891130635,
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+ ],
+ "type": "float16"
+ }
+ ],
+ "axis": 2,
+ "expected": {
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+ "shape": [2, 2, 6],
+ "data": [
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+ -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": [
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+ 0.8619825316530809,
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+ -0.9906398615400507,
+ 0.576785657225761,
+ 0.3227640108329237
+ ],
+ "type": "float32"
+ },
+ {
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+ "shape": [3, 3, 1, 2],
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+ 0.4918989118791477,
+ -0.15864110312378976,
+ -0.34188115459083157,
+ -0.9158143500894873,
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+ ],
+ "type": "float32"
+ }
+ ],
+ "axis": 0,
+ "expected": {
+ "name": "output",
+ "shape": [4, 3, 1, 2],
+ "data": [
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+ -0.5945112705230713,
+ -0.402848482131958,
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+ 0.49189892411231995,
+ -0.15864109992980957,
+ -0.3418811559677124,
+ -0.9158143401145935,
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+ -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",
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+ "type": "float16"
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+ "type": "float16"
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+ "axis": 0,
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+ "shape": [4, 3, 1, 2],
+ "data": [
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+ -0.8740234375,
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+ ],
+ "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,
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+ -0.9906398615400507,
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+ ],
+ "type": "float32"
+ },
+ {
+ "name": "input2",
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+ "type": "float32"
+ },
+ {
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+ "axis": 1,
+ "expected": {
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+ ],
+ "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,
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+ "type": "float16"
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+ {
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+ "data": [
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+ "type": "float16"
+ },
+ {
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+ "data": [
+ -0.7206121708970712,
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+ 0.6653799854931952,
+ 0.03886038855553897,
+ 0.5182055416768865,
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+ -0.479021891130635,
+ 0.1211843166661235
+ ],
+ "type": "float16"
+ }
+ ],
+ "axis": 1,
+ "expected": {
+ "name": "output",
+ "shape": [2, 6, 1, 2],
+ "data": [
+ -0.39453125,
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+ 0.337890625,
+ -0.99072265625,
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+ ],
+ "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,
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+ "type": "float32"
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+ {
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+ "type": "float32"
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+ {
+ "name": "input3",
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+ -0.479021891130635,
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+ "type": "float32"
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+ "axis": 2,
+ "expected": {
+ "name": "output",
+ "shape": [1, 2, 12, 1],
+ "data": [
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+ 0.576785683631897,
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+ "type": "float32"
+ }
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+ {
+ "name": "concat three float16 4D tensors of same others dimensions except different 3rd dimension along axis 2",
+ "inputs": [
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+ "shape": [1, 2, 2, 1],
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+ "type": "float16"
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+ "type": "float16"
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+ "axis": 2,
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+ "type": "float16"
+ }
+ },
+ {
+ "name": "concat four float32 4D tensors of same others dimensions except different 4th dimension along axis 3",
+ "inputs": [
+ {
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+ "shape": [1, 3, 1, 1],
+ "data": [
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+ "type": "float32"
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+ {
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+ "shape": [1, 3, 1, 1],
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+ "type": "float32"
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+ {
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+ "type": "float32"
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+ {
+ "name": "input4",
+ "shape": [1, 3, 1, 4],
+ "data": [
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+ ],
+ "type": "float32"
+ }
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+ "axis": 3,
+ "expected": {
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+ "data": [
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+ ],
+ "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": [
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+ ],
+ "type": "float16"
+ },
+ {
+ "name": "input2",
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+ "data": [
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+ ],
+ "type": "float16"
+ },
+ {
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+ "shape": [1, 3, 1, 2],
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+ "type": "float16"
+ },
+ {
+ "name": "input4",
+ "shape": [1, 3, 1, 4],
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+ ],
+ "type": "float16"
+ }
+ ],
+ "axis": 3,
+ "expected": {
+ "name": "output",
+ "shape": [1, 3, 1, 8],
+ "data": [
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+ -0.447265625,
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+ -0.8740234375,
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+ 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],
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+ 0.3227640108329237
+ ],
+ "type": "float32"
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+ {
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+ -0.6731740531810844
+ ],
+ "type": "float32"
+ },
+ {
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+ ],
+ "type": "float32"
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+ {
+ "name": "input4",
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+ ],
+ "type": "float32"
+ }
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+ "axis": 0,
+ "expected": {
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+ "shape": [4, 2, 1, 1, 3],
+ "data": [
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+ "type": "float32"
+ }
+ },
+ {
+ "name": "concat four float16 5D tensors of same shape along axis 0",
+ "inputs": [
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+ "shape": [1, 2, 1, 1, 3],
+ "data": [
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+ "type": "float16"
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+ ],
+ "type": "float16"
+ },
+ {
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+ "shape": [1, 2, 1, 1, 3],
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+ -0.7993468785008635
+ ],
+ "type": "float16"
+ },
+ {
+ "name": "input4",
+ "shape":[1, 2, 1, 1, 3],
+ "data": [
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+ 0.5182055416768865,
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+ -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,
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+ 0.32275390625,
+ -0.447265625,
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+ -0.5947265625,
+ -0.40283203125,
+ -0.953125,
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+ 0.491943359375,
+ -0.15869140625,
+ -0.341796875,
+ -0.916015625,
+ -0.720703125,
+ -0.79931640625,
+ 0.66552734375,
+ 0.038848876953125,
+ 0.51806640625,
+ -0.8740234375,
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+ 0.12115478515625
+ ],
+ "type": "float16"
+ }
+ },
+ {
+ "name": "concat two float32 5D tensors of same others dimensions except different 2nd dimension along axis 1",
+ "inputs": [
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generated by cgit v1.2.3 (git 2.39.1) at 2024-07-06 07:13:54 +0000