aboutsummaryrefslogtreecommitdiff
path: root/operators/data_layout/concat/concat_20x41_bf16_axis0
diff options
context:
space:
mode:
authorJames Ward <james.ward@arm.com>2022-11-21 11:51:55 +0000
committerJames Ward <james.ward@arm.com>2022-11-21 11:51:55 +0000
commitd8e6b6b5148a3d61b378e6e5259ca421a709abef (patch)
tree2ec785497e47a644c12d57f22a306b0749d22735 /operators/data_layout/concat/concat_20x41_bf16_axis0
parentda333bee0fae850bf90f422d68902884b6063cce (diff)
downloadconformance_tests-d8e6b6b5148a3d61b378e6e5259ca421a709abef.tar.gz
Create MI tests for Data Layout: CONCAT, PAD, RESHAPE, REVERSE, SLICE, TILE, TRANSPOSE
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: Icbbe8f63e35d04a3b2cc64bd760ca92c22fd4aa7
Diffstat (limited to 'operators/data_layout/concat/concat_20x41_bf16_axis0')
-rw-r--r--operators/data_layout/concat/concat_20x41_bf16_axis0/Conformance-result-0.json1725
-rw-r--r--operators/data_layout/concat/concat_20x41_bf16_axis0/desc.json25
-rw-r--r--operators/data_layout/concat/concat_20x41_bf16_axis0/input-0.json865
-rw-r--r--operators/data_layout/concat/concat_20x41_bf16_axis0/input-1.json435
-rw-r--r--operators/data_layout/concat/concat_20x41_bf16_axis0/test.json1765
5 files changed, 4815 insertions, 0 deletions
diff --git a/operators/data_layout/concat/concat_20x41_bf16_axis0/Conformance-result-0.json b/operators/data_layout/concat/concat_20x41_bf16_axis0/Conformance-result-0.json
new file mode 100644
index 000000000..73b4ea915
--- /dev/null
+++ b/operators/data_layout/concat/concat_20x41_bf16_axis0/Conformance-result-0.json
@@ -0,0 +1,1725 @@
+{
+ "type": "float32",
+ "data": [
+ [
+ -0.4375,
+ 0.11572265625,
+ -1.859375,
+ -0.466796875,
+ -0.10205078125,
+ -0.9765625,
+ -1.875,
+ 0.7578125,
+ -0.2578125,
+ -0.3359375,
+ -1.0,
+ 0.150390625,
+ -0.2470703125,
+ -0.10400390625,
+ 0.322265625,
+ -1.96875,
+ 1.625,
+ -1.7109375,
+ -0.1962890625,
+ -1.1640625,
+ 0.0947265625,
+ -0.87890625,
+ 1.4375,
+ -0.4140625,
+ 0.5546875,
+ -1.0,
+ -1.921875,
+ -0.3828125,
+ 0.1455078125,
+ -0.1611328125,
+ 1.84375,
+ 0.82421875,
+ 1.9765625,
+ -0.81640625,
+ 1.1484375,
+ 0.2216796875,
+ 0.4453125,
+ 1.9375,
+ 0.61328125,
+ 1.59375,
+ 0.90234375
+ ],
+ [
+ -1.484375,
+ 0.796875,
+ -0.0625,
+ 1.671875,
+ 1.2265625,
+ -1.578125,
+ -1.4609375,
+ -1.71875,
+ -0.0269775390625,
+ -1.671875,
+ 0.89453125,
+ 0.208984375,
+ 1.3359375,
+ -0.87890625,
+ 0.076171875,
+ -1.5234375,
+ 1.53125,
+ -1.296875,
+ -1.5859375,
+ -1.1796875,
+ 1.21875,
+ -1.5703125,
+ 0.45703125,
+ 0.984375,
+ 1.0,
+ -1.234375,
+ -1.75,
+ -0.2041015625,
+ -1.1875,
+ 0.796875,
+ -0.5703125,
+ -0.2021484375,
+ -1.5390625,
+ 0.26953125,
+ -1.2578125,
+ 0.71484375,
+ -1.7109375,
+ 1.8984375,
+ 0.734375,
+ -1.265625,
+ -1.9375
+ ],
+ [
+ -0.66015625,
+ -1.3828125,
+ -1.125,
+ 1.484375,
+ 0.412109375,
+ -1.2890625,
+ 0.2265625,
+ -0.9765625,
+ 1.8984375,
+ -1.8671875,
+ 0.92578125,
+ 1.0859375,
+ -1.7265625,
+ -1.3125,
+ -0.4609375,
+ 1.46875,
+ 0.1474609375,
+ 0.62109375,
+ 1.125,
+ 1.3046875,
+ -0.0947265625,
+ 0.03515625,
+ 0.87109375,
+ -0.9453125,
+ 1.4140625,
+ -1.9140625,
+ -1.2109375,
+ 1.1953125,
+ -0.63671875,
+ -1.3984375,
+ -1.25,
+ 0.12255859375,
+ 1.3828125,
+ -1.7109375,
+ -1.875,
+ -0.138671875,
+ 1.8203125,
+ -0.8828125,
+ 1.8359375,
+ 1.546875,
+ -0.8671875
+ ],
+ [
+ 1.265625,
+ 0.7421875,
+ 0.047119140625,
+ -0.306640625,
+ 1.2578125,
+ 1.171875,
+ 1.0234375,
+ 1.9921875,
+ -0.0859375,
+ 1.2265625,
+ 1.4453125,
+ -1.1484375,
+ -1.828125,
+ -0.380859375,
+ 1.421875,
+ -0.83984375,
+ 0.796875,
+ -1.96875,
+ -0.578125,
+ 0.4609375,
+ -1.4765625,
+ 1.5859375,
+ -1.3671875,
+ 1.6328125,
+ -1.1328125,
+ 1.9765625,
+ 0.41796875,
+ -1.65625,
+ -1.734375,
+ -1.6953125,
+ 0.359375,
+ 1.234375,
+ -0.38671875,
+ -0.2197265625,
+ 0.35546875,
+ 0.1318359375,
+ 0.75,
+ -0.11279296875,
+ 0.8515625,
+ 1.984375,
+ -0.59765625
+ ],
+ [
+ -1.9453125,
+ -1.4921875,
+ 0.2138671875,
+ -0.62109375,
+ 1.7578125,
+ 0.5078125,
+ 0.0810546875,
+ 1.1875,
+ -0.96484375,
+ 1.2734375,
+ -1.984375,
+ 0.478515625,
+ 1.734375,
+ 1.1484375,
+ 1.4140625,
+ -0.412109375,
+ 1.296875,
+ 0.203125,
+ 0.47265625,
+ -1.7578125,
+ -1.1875,
+ 0.203125,
+ -1.7578125,
+ 0.96484375,
+ 1.359375,
+ 1.6796875,
+ -1.5859375,
+ 1.7578125,
+ -1.7265625,
+ -0.103515625,
+ 1.359375,
+ -1.71875,
+ -1.921875,
+ -1.8984375,
+ 0.044921875,
+ 1.2421875,
+ -1.484375,
+ -1.5,
+ 0.2734375,
+ -1.0625,
+ 0.91796875
+ ],
+ [
+ 1.796875,
+ 1.0625,
+ 1.5078125,
+ 0.078125,
+ 1.328125,
+ -1.265625,
+ -1.7265625,
+ 0.62109375,
+ -1.7890625,
+ 1.5625,
+ 0.765625,
+ 1.8046875,
+ -0.7421875,
+ -0.05517578125,
+ 0.96484375,
+ -1.0234375,
+ 0.1669921875,
+ 0.63671875,
+ 1.9140625,
+ 0.9765625,
+ -1.5234375,
+ -0.0986328125,
+ 0.353515625,
+ -1.40625,
+ -0.271484375,
+ -0.86328125,
+ -1.5234375,
+ 0.048095703125,
+ -1.3359375,
+ 0.361328125,
+ -1.3203125,
+ 0.890625,
+ -1.21875,
+ 1.578125,
+ -1.890625,
+ 0.087890625,
+ -0.71875,
+ -1.09375,
+ -0.11328125,
+ 1.3671875,
+ 1.65625
+ ],
+ [
+ -0.78515625,
+ -1.3828125,
+ 0.87890625,
+ 0.326171875,
+ -1.1953125,
+ 1.0390625,
+ 0.07568359375,
+ 0.61328125,
+ -0.5625,
+ -0.2431640625,
+ -1.2734375,
+ 1.0234375,
+ -1.3671875,
+ 1.109375,
+ 1.1875,
+ 0.984375,
+ -1.921875,
+ -0.90625,
+ -0.1259765625,
+ 0.380859375,
+ 1.671875,
+ -0.49609375,
+ 1.5,
+ -1.34375,
+ -0.51171875,
+ -1.7890625,
+ 0.96875,
+ -1.390625,
+ -0.96875,
+ 1.09375,
+ 0.138671875,
+ -1.9375,
+ -1.984375,
+ 0.04248046875,
+ -0.77734375,
+ -1.2734375,
+ 0.453125,
+ -1.0859375,
+ 0.3671875,
+ -0.482421875,
+ -1.25
+ ],
+ [
+ -1.4453125,
+ -1.046875,
+ -1.875,
+ -0.765625,
+ 1.6015625,
+ 1.3203125,
+ -0.51171875,
+ 0.302734375,
+ 0.267578125,
+ 1.3125,
+ -1.0546875,
+ -0.8125,
+ -0.7890625,
+ -1.8359375,
+ -0.73828125,
+ 1.5078125,
+ 1.640625,
+ -1.5546875,
+ -0.1669921875,
+ -0.47265625,
+ -0.04248046875,
+ 0.21875,
+ -1.9140625,
+ 1.3671875,
+ 1.890625,
+ 0.61328125,
+ 0.640625,
+ 0.11181640625,
+ -0.66015625,
+ -1.3984375,
+ 0.3359375,
+ -1.8125,
+ 1.296875,
+ -0.314453125,
+ -0.33984375,
+ -0.6875,
+ 1.875,
+ -1.296875,
+ -1.390625,
+ -1.3359375,
+ 0.6328125
+ ],
+ [
+ 1.9609375,
+ -1.0546875,
+ 1.6171875,
+ -0.8828125,
+ 0.58984375,
+ -1.8359375,
+ -0.017333984375,
+ 0.6171875,
+ 0.14453125,
+ -1.046875,
+ 1.3125,
+ 1.875,
+ -0.1630859375,
+ 0.54296875,
+ 1.15625,
+ -1.03125,
+ 1.453125,
+ -0.87890625,
+ 1.1015625,
+ -1.546875,
+ -0.84375,
+ 0.1337890625,
+ 0.099609375,
+ 1.3984375,
+ 1.984375,
+ -1.5703125,
+ -0.9140625,
+ -0.56640625,
+ -0.083984375,
+ -0.0242919921875,
+ 1.421875,
+ 1.078125,
+ -1.921875,
+ -0.1796875,
+ 0.470703125,
+ -0.158203125,
+ -1.4765625,
+ -0.408203125,
+ -0.3515625,
+ -1.2421875,
+ 1.0234375
+ ],
+ [
+ -0.7109375,
+ 0.35546875,
+ 0.0625,
+ 1.5078125,
+ -1.5078125,
+ -1.5390625,
+ -0.796875,
+ -0.2734375,
+ -0.8046875,
+ 1.046875,
+ -1.015625,
+ -1.65625,
+ -0.34375,
+ 1.0859375,
+ 1.3984375,
+ 0.9296875,
+ 0.2314453125,
+ 0.89453125,
+ 0.72265625,
+ -1.0625,
+ 0.2021484375,
+ 1.078125,
+ -0.73046875,
+ 0.61328125,
+ -0.07373046875,
+ 0.01263427734375,
+ -1.6328125,
+ 0.6640625,
+ 1.4609375,
+ -1.4296875,
+ -0.53515625,
+ -1.8046875,
+ -1.875,
+ 1.953125,
+ -0.0260009765625,
+ -0.57421875,
+ -0.8984375,
+ 1.9140625,
+ -0.98828125,
+ 0.90234375,
+ -0.86328125
+ ],
+ [
+ -1.7109375,
+ 0.73046875,
+ -1.9921875,
+ 0.69921875,
+ -0.99609375,
+ 0.984375,
+ 1.078125,
+ 0.89453125,
+ -1.8984375,
+ 0.8125,
+ 1.953125,
+ -1.0234375,
+ -0.90234375,
+ 1.25,
+ -1.3515625,
+ 0.640625,
+ 1.015625,
+ -1.84375,
+ 0.21484375,
+ 0.302734375,
+ -0.78515625,
+ 1.5,
+ -1.34375,
+ -0.54296875,
+ 1.390625,
+ -1.234375,
+ 1.28125,
+ -1.6796875,
+ -0.04296875,
+ -1.6953125,
+ 0.7109375,
+ 1.15625,
+ 1.3984375,
+ 1.921875,
+ 0.6875,
+ 1.0703125,
+ 0.02294921875,
+ 1.6484375,
+ 0.57421875,
+ 1.53125,
+ -1.0546875
+ ],
+ [
+ -0.01300048828125,
+ 0.91796875,
+ -1.1875,
+ -1.1484375,
+ 1.90625,
+ -0.259765625,
+ -1.265625,
+ -0.671875,
+ -0.41015625,
+ 0.4921875,
+ 1.6875,
+ 1.9453125,
+ 0.60546875,
+ 0.796875,
+ -0.7109375,
+ 1.421875,
+ -1.125,
+ -1.5703125,
+ 1.890625,
+ 1.453125,
+ -0.78515625,
+ 0.69921875,
+ -0.1318359375,
+ -0.70703125,
+ -0.8515625,
+ -1.453125,
+ 0.197265625,
+ -0.212890625,
+ 0.048583984375,
+ -1.1328125,
+ 1.75,
+ 0.55078125,
+ 1.59375,
+ -1.5625,
+ 0.490234375,
+ 1.390625,
+ -0.67578125,
+ -1.21875,
+ -0.9375,
+ -0.90625,
+ -0.2109375
+ ],
+ [
+ -0.6953125,
+ -0.9140625,
+ 0.59375,
+ -1.78125,
+ -0.63671875,
+ 0.7578125,
+ -1.2890625,
+ -1.109375,
+ -1.1953125,
+ -1.9921875,
+ -0.1044921875,
+ -1.84375,
+ -0.90625,
+ 1.9765625,
+ 1.671875,
+ -1.1328125,
+ -0.7578125,
+ -0.14453125,
+ 1.375,
+ 1.203125,
+ -1.4921875,
+ -1.5,
+ -0.33203125,
+ 1.4765625,
+ 1.5234375,
+ -1.5703125,
+ 0.296875,
+ -1.375,
+ 0.7421875,
+ 1.6640625,
+ -0.1806640625,
+ -1.6640625,
+ 0.31640625,
+ -0.365234375,
+ 1.2421875,
+ -0.63671875,
+ 1.4921875,
+ -0.90234375,
+ -1.3671875,
+ -0.7734375,
+ -1.859375
+ ],
+ [
+ -0.875,
+ 0.63671875,
+ -1.4296875,
+ -1.546875,
+ -1.46875,
+ -1.6875,
+ 1.4921875,
+ 1.7734375,
+ -1.8125,
+ 1.0390625,
+ 0.9453125,
+ 1.984375,
+ -0.60546875,
+ -0.85546875,
+ -0.1875,
+ 1.421875,
+ 0.9140625,
+ -0.11328125,
+ -1.015625,
+ 0.90625,
+ 1.4140625,
+ -0.3984375,
+ 0.671875,
+ -0.3984375,
+ -0.0859375,
+ 0.099609375,
+ 1.1015625,
+ 1.90625,
+ -0.2216796875,
+ -0.62890625,
+ -0.50390625,
+ -1.4609375,
+ -0.80859375,
+ -1.6484375,
+ -0.287109375,
+ -1.328125,
+ -0.61328125,
+ 1.171875,
+ -1.015625,
+ 0.447265625,
+ 1.6015625
+ ],
+ [
+ 0.267578125,
+ -1.21875,
+ -0.6171875,
+ 0.361328125,
+ 0.0263671875,
+ -1.3984375,
+ -0.2119140625,
+ 0.171875,
+ -0.9296875,
+ 0.44921875,
+ -1.71875,
+ -0.65234375,
+ 1.2109375,
+ -0.9609375,
+ 0.419921875,
+ -0.359375,
+ -0.73046875,
+ 1.6640625,
+ -0.625,
+ -1.046875,
+ 1.6328125,
+ 0.98046875,
+ 0.7265625,
+ -1.796875,
+ -1.46875,
+ 0.55078125,
+ -1.15625,
+ -1.09375,
+ 1.109375,
+ -0.85546875,
+ -1.7109375,
+ -1.8515625,
+ -0.2265625,
+ 0.466796875,
+ 1.46875,
+ -1.5546875,
+ -1.2109375,
+ 0.119140625,
+ -0.54296875,
+ -0.06982421875,
+ 1.6953125
+ ],
+ [
+ 0.1787109375,
+ -0.337890625,
+ 1.953125,
+ -1.734375,
+ 1.7265625,
+ 0.006622314453125,
+ 0.0150146484375,
+ 1.6875,
+ 0.0291748046875,
+ -0.24609375,
+ -0.90625,
+ 0.6328125,
+ 0.27734375,
+ -1.140625,
+ 0.8359375,
+ 0.57421875,
+ -0.41015625,
+ -1.9765625,
+ -0.212890625,
+ -1.96875,
+ -1.6953125,
+ -0.27734375,
+ -1.671875,
+ -0.89453125,
+ 0.62109375,
+ -0.76171875,
+ 1.984375,
+ 1.6640625,
+ 0.33984375,
+ 1.8671875,
+ 1.46875,
+ -0.72265625,
+ 0.99609375,
+ -1.4453125,
+ 0.734375,
+ -0.03564453125,
+ -1.9296875,
+ -0.90234375,
+ 1.8203125,
+ -0.734375,
+ -1.2734375
+ ],
+ [
+ -1.2421875,
+ -0.0830078125,
+ 1.3671875,
+ 1.03125,
+ -0.251953125,
+ -1.1640625,
+ -1.8125,
+ -0.1494140625,
+ 1.2578125,
+ 0.91796875,
+ -0.365234375,
+ 0.376953125,
+ -0.25390625,
+ 0.314453125,
+ 0.06982421875,
+ 0.72265625,
+ 0.03076171875,
+ 1.7578125,
+ -0.287109375,
+ -1.9296875,
+ -1.046875,
+ 0.0024261474609375,
+ 0.162109375,
+ 0.208984375,
+ 0.85546875,
+ -0.8984375,
+ 0.65625,
+ 0.8125,
+ -0.353515625,
+ -0.390625,
+ -1.28125,
+ -0.34375,
+ 1.140625,
+ 1.6328125,
+ 0.373046875,
+ -0.80078125,
+ 0.7265625,
+ 0.95703125,
+ -0.66796875,
+ 1.3046875,
+ -1.703125
+ ],
+ [
+ -1.953125,
+ -1.5078125,
+ -1.375,
+ 1.515625,
+ -0.298828125,
+ -0.8984375,
+ -0.283203125,
+ -0.419921875,
+ -0.79296875,
+ -1.4453125,
+ 0.62109375,
+ -1.453125,
+ 1.1015625,
+ -1.1875,
+ 0.921875,
+ 1.21875,
+ -1.4921875,
+ -1.6484375,
+ 1.796875,
+ -0.1474609375,
+ 0.51953125,
+ -1.90625,
+ -0.8828125,
+ 0.021484375,
+ 1.5390625,
+ -0.9140625,
+ 1.09375,
+ 0.6484375,
+ -1.53125,
+ -0.82421875,
+ -1.046875,
+ -0.2294921875,
+ 0.5390625,
+ -0.265625,
+ -1.015625,
+ 0.78125,
+ 0.3359375,
+ 0.0771484375,
+ 0.216796875,
+ -1.109375,
+ 0.71875
+ ],
+ [
+ -0.44921875,
+ -0.54296875,
+ -1.3984375,
+ 0.38671875,
+ 0.41015625,
+ -0.63671875,
+ 1.4375,
+ 1.375,
+ -1.5625,
+ 0.77734375,
+ -0.423828125,
+ 1.9921875,
+ -1.09375,
+ -0.875,
+ -0.2314453125,
+ -0.921875,
+ 0.765625,
+ -0.076171875,
+ -1.109375,
+ 0.025390625,
+ 1.5546875,
+ 1.1640625,
+ -0.004669189453125,
+ -0.84375,
+ -1.2734375,
+ 1.5078125,
+ 0.83984375,
+ 0.287109375,
+ 1.515625,
+ -1.5078125,
+ 0.7265625,
+ -1.1328125,
+ -1.515625,
+ -0.13671875,
+ -0.44921875,
+ 1.7578125,
+ -0.703125,
+ 1.2578125,
+ 0.9921875,
+ 0.66796875,
+ 1.6796875
+ ],
+ [
+ -0.3671875,
+ -0.439453125,
+ -1.3515625,
+ -0.89453125,
+ 1.515625,
+ -0.10205078125,
+ -0.6328125,
+ -1.1328125,
+ -0.06005859375,
+ 0.86328125,
+ -0.8515625,
+ 1.0234375,
+ 0.515625,
+ 1.1484375,
+ -0.99609375,
+ 0.5234375,
+ -1.3828125,
+ -0.54296875,
+ 0.89453125,
+ 0.5234375,
+ -1.2421875,
+ 1.4296875,
+ -1.78125,
+ 0.380859375,
+ 1.9296875,
+ 0.1259765625,
+ 1.1953125,
+ 0.37890625,
+ 1.125,
+ 0.62109375,
+ 0.76171875,
+ -1.0859375,
+ 0.96484375,
+ -1.046875,
+ 1.921875,
+ -1.0859375,
+ -1.046875,
+ 1.4296875,
+ -1.0234375,
+ -0.5546875,
+ 0.85546875
+ ],
+ [
+ -1.359375,
+ -1.359375,
+ -0.054443359375,
+ -1.0234375,
+ -1.0546875,
+ -1.9609375,
+ -0.515625,
+ -0.7265625,
+ -1.875,
+ 0.484375,
+ 0.50390625,
+ -1.7109375,
+ -0.73046875,
+ 1.484375,
+ 0.328125,
+ -0.3515625,
+ -0.138671875,
+ -1.1640625,
+ 1.2421875,
+ 1.6484375,
+ 1.640625,
+ -1.1015625,
+ -0.75390625,
+ -1.3515625,
+ -0.76953125,
+ -0.66796875,
+ 0.53125,
+ -1.234375,
+ 1.671875,
+ -1.5859375,
+ -1.96875,
+ 1.4140625,
+ 0.8125,
+ -0.578125,
+ 0.380859375,
+ -1.1015625,
+ -1.3203125,
+ -0.115234375,
+ -0.5859375,
+ 0.458984375,
+ -1.125
+ ],
+ [
+ 0.6484375,
+ 1.0625,
+ -1.328125,
+ -1.8203125,
+ -0.2412109375,
+ 1.09375,
+ 0.6015625,
+ 0.8046875,
+ -0.38671875,
+ -1.0546875,
+ 0.126953125,
+ -1.1796875,
+ 0.90234375,
+ -1.2109375,
+ -0.83203125,
+ 0.026123046875,
+ -0.052978515625,
+ 0.40234375,
+ -0.25,
+ 1.671875,
+ 1.359375,
+ 1.515625,
+ 0.515625,
+ 0.5390625,
+ 0.435546875,
+ -0.259765625,
+ -0.7109375,
+ 0.3671875,
+ -1.890625,
+ -1.96875,
+ 1.40625,
+ -1.8125,
+ 0.09912109375,
+ 0.458984375,
+ -1.203125,
+ 1.578125,
+ -1.234375,
+ 1.53125,
+ 1.046875,
+ -1.03125,
+ -1.390625
+ ],
+ [
+ -0.734375,
+ -0.40625,
+ -1.015625,
+ 1.9921875,
+ -1.078125,
+ 1.3203125,
+ -1.359375,
+ 1.9140625,
+ -1.09375,
+ -0.3125,
+ 0.2333984375,
+ -1.515625,
+ 1.265625,
+ -0.8984375,
+ 0.1962890625,
+ 0.1982421875,
+ 0.41015625,
+ -1.7734375,
+ -1.3203125,
+ -1.3515625,
+ -0.7890625,
+ -1.4140625,
+ 1.6875,
+ 0.0517578125,
+ 0.494140625,
+ -0.56640625,
+ -0.89453125,
+ 0.0126953125,
+ -0.8203125,
+ -0.625,
+ -0.1884765625,
+ 0.0228271484375,
+ 1.9296875,
+ -1.1015625,
+ -0.0478515625,
+ -1.3984375,
+ -0.59765625,
+ 0.8671875,
+ -1.296875,
+ 0.32421875,
+ -0.33203125
+ ],
+ [
+ -1.7890625,
+ 1.7265625,
+ -0.34375,
+ 1.1328125,
+ -0.333984375,
+ 1.7421875,
+ -0.8359375,
+ -0.349609375,
+ 1.03125,
+ -0.625,
+ -0.5390625,
+ 1.9765625,
+ 0.2216796875,
+ 0.75390625,
+ 0.5703125,
+ 1.3046875,
+ 1.4453125,
+ 0.251953125,
+ -0.8203125,
+ -1.90625,
+ 0.45703125,
+ 1.296875,
+ -0.197265625,
+ -1.3359375,
+ -0.84765625,
+ 0.039794921875,
+ 1.34375,
+ -1.3125,
+ 0.447265625,
+ 1.0078125,
+ 1.7421875,
+ -1.53125,
+ 1.703125,
+ 0.404296875,
+ 1.0625,
+ -1.78125,
+ 0.0245361328125,
+ 0.490234375,
+ -0.76953125,
+ -0.271484375,
+ 0.216796875
+ ],
+ [
+ 0.2099609375,
+ -1.828125,
+ -0.2412109375,
+ -1.140625,
+ 1.6640625,
+ 1.90625,
+ -0.80078125,
+ -1.296875,
+ -1.1171875,
+ -0.0888671875,
+ 1.4921875,
+ 0.00014400482177734375,
+ -1.7734375,
+ -1.8359375,
+ -1.0859375,
+ 1.3671875,
+ 0.484375,
+ 0.25,
+ -0.72265625,
+ 1.7109375,
+ -0.671875,
+ 1.3359375,
+ 1.578125,
+ -0.06640625,
+ 1.5703125,
+ -0.890625,
+ 0.6328125,
+ -1.640625,
+ -0.10400390625,
+ -1.125,
+ -1.7421875,
+ -1.984375,
+ -0.69921875,
+ 0.357421875,
+ -0.1787109375,
+ -0.7890625,
+ 1.9609375,
+ 1.7578125,
+ -1.4921875,
+ -0.337890625,
+ 0.59375
+ ],
+ [
+ 0.93359375,
+ -0.53125,
+ 0.984375,
+ -1.5,
+ -0.671875,
+ 0.86328125,
+ 0.5,
+ 1.34375,
+ -1.8125,
+ -1.296875,
+ -1.8046875,
+ -1.2265625,
+ -1.9765625,
+ 0.0167236328125,
+ 0.11279296875,
+ 0.62890625,
+ -0.458984375,
+ -1.984375,
+ 0.6953125,
+ -1.78125,
+ 1.4609375,
+ -1.90625,
+ 0.12158203125,
+ 1.578125,
+ 0.2890625,
+ 0.43359375,
+ 0.72265625,
+ -1.5078125,
+ 0.69921875,
+ 1.515625,
+ 1.890625,
+ -0.2275390625,
+ -0.62109375,
+ 1.0078125,
+ 0.1708984375,
+ -0.96875,
+ -1.3046875,
+ -1.3125,
+ -0.1630859375,
+ -1.3125,
+ -1.9140625
+ ],
+ [
+ -1.7890625,
+ 1.71875,
+ -1.703125,
+ -1.703125,
+ -0.1943359375,
+ -1.015625,
+ 1.84375,
+ 1.640625,
+ -0.380859375,
+ -0.2041015625,
+ -0.498046875,
+ -1.84375,
+ -0.828125,
+ -1.5078125,
+ -1.5859375,
+ 0.2431640625,
+ -1.6015625,
+ -1.5859375,
+ -0.07763671875,
+ -0.23046875,
+ -1.4453125,
+ -1.9765625,
+ -1.2265625,
+ -1.0546875,
+ 1.1953125,
+ 1.65625,
+ -0.375,
+ -0.37890625,
+ 0.84765625,
+ 0.50390625,
+ -1.2578125,
+ -1.5625,
+ -0.2490234375,
+ 0.2578125,
+ -1.4375,
+ -0.82421875,
+ -0.7734375,
+ -0.953125,
+ -0.15625,
+ 0.609375,
+ 0.037353515625
+ ],
+ [
+ -1.1875,
+ -1.5859375,
+ 1.28125,
+ -0.08251953125,
+ -1.75,
+ -0.96484375,
+ 1.2109375,
+ 1.0,
+ 1.5,
+ 0.408203125,
+ -0.306640625,
+ -0.29296875,
+ -1.21875,
+ 0.6015625,
+ 0.33984375,
+ -1.375,
+ 1.5390625,
+ -0.5234375,
+ -1.796875,
+ -0.6875,
+ 1.4765625,
+ 1.6640625,
+ -0.038330078125,
+ 1.8203125,
+ 1.5,
+ 1.296875,
+ 1.4375,
+ -0.470703125,
+ 1.0234375,
+ 0.30859375,
+ 0.875,
+ -1.28125,
+ 0.921875,
+ 1.828125,
+ -0.7890625,
+ 1.9375,
+ -0.486328125,
+ -1.1953125,
+ -1.546875,
+ 1.1328125,
+ 0.21875
+ ],
+ [
+ -0.76953125,
+ 0.43359375,
+ -0.66796875,
+ -0.2060546875,
+ 1.4453125,
+ 0.671875,
+ 1.046875,
+ 0.33203125,
+ 1.9609375,
+ -1.03125,
+ -0.94921875,
+ -1.625,
+ 0.2158203125,
+ 0.453125,
+ 0.90234375,
+ -0.65625,
+ -1.9453125,
+ 0.52734375,
+ 1.9921875,
+ -0.8203125,
+ -1.2578125,
+ -0.87109375,
+ -0.296875,
+ -0.99609375,
+ -0.609375,
+ 0.55078125,
+ -0.6171875,
+ -0.4140625,
+ -1.8359375,
+ 1.6640625,
+ -0.37109375,
+ -0.68359375,
+ -1.6484375,
+ 0.53515625,
+ 1.453125,
+ -1.828125,
+ -1.4140625,
+ -1.4140625,
+ 0.408203125,
+ 1.6796875,
+ -0.248046875
+ ],
+ [
+ -0.62109375,
+ 1.0625,
+ 0.96875,
+ -1.0078125,
+ -1.3515625,
+ -0.56640625,
+ 1.1015625,
+ 0.77734375,
+ 0.66015625,
+ 1.3125,
+ -0.890625,
+ -0.640625,
+ -1.828125,
+ 1.46875,
+ 0.328125,
+ -0.8046875,
+ -1.71875,
+ 0.890625,
+ 0.9921875,
+ 0.6640625,
+ -1.1796875,
+ 1.6484375,
+ 1.0078125,
+ 0.62890625,
+ 0.6015625,
+ 1.6171875,
+ 1.7109375,
+ 0.380859375,
+ -0.33203125,
+ -0.54296875,
+ 1.2734375,
+ 0.578125,
+ -1.6875,
+ -1.4296875,
+ 1.59375,
+ 1.53125,
+ 1.8046875,
+ -0.287109375,
+ 1.1328125,
+ 1.3125,
+ -0.734375
+ ],
+ [
+ -1.4140625,
+ 1.984375,
+ -1.875,
+ 0.388671875,
+ 0.59765625,
+ 0.7265625,
+ -0.9765625,
+ 0.8828125,
+ -1.1328125,
+ 1.3125,
+ -1.1171875,
+ 0.78515625,
+ 1.1328125,
+ -1.2421875,
+ -1.046875,
+ 1.109375,
+ -1.6484375,
+ -1.234375,
+ -0.177734375,
+ 1.71875,
+ 0.2470703125,
+ -0.44921875,
+ 1.90625,
+ -0.14453125,
+ -0.263671875,
+ -0.3515625,
+ -0.75,
+ -0.6953125,
+ 0.75,
+ -1.8359375,
+ 0.7265625,
+ -1.1875,
+ -0.462890625,
+ -1.40625,
+ 0.2109375,
+ 0.9140625,
+ -0.578125,
+ -1.34375,
+ -1.09375,
+ 1.265625,
+ -0.92578125
+ ],
+ [
+ 1.09375,
+ -0.671875,
+ -1.2421875,
+ 0.90625,
+ -0.125,
+ -1.8671875,
+ 1.8359375,
+ -1.40625,
+ -0.5859375,
+ -0.458984375,
+ -0.042236328125,
+ 1.140625,
+ -1.96875,
+ 1.7265625,
+ 0.58203125,
+ 1.796875,
+ 1.265625,
+ 1.7109375,
+ 0.40234375,
+ -0.5703125,
+ -0.2275390625,
+ 0.62890625,
+ -0.291015625,
+ 0.92578125,
+ -1.625,
+ 1.3125,
+ -1.1796875,
+ 1.7734375,
+ -1.375,
+ -1.4765625,
+ 1.2421875,
+ 1.2734375,
+ 0.953125,
+ 1.8359375,
+ -0.9140625,
+ 1.3046875,
+ -0.58984375,
+ 0.1494140625,
+ -0.216796875,
+ -1.9765625,
+ 0.296875
+ ],
+ [
+ 0.98828125,
+ -1.296875,
+ 1.7265625,
+ 0.12158203125,
+ -1.28125,
+ 0.58203125,
+ -1.2265625,
+ -1.7421875,
+ 0.73828125,
+ -1.5546875,
+ -1.5703125,
+ 0.95703125,
+ -1.7734375,
+ 1.234375,
+ 1.1796875,
+ -1.4296875,
+ 0.0732421875,
+ -1.609375,
+ 0.52734375,
+ -1.7421875,
+ 1.7734375,
+ -1.1640625,
+ 0.73046875,
+ -1.484375,
+ -1.15625,
+ -0.1953125,
+ 0.291015625,
+ 1.9921875,
+ -1.890625,
+ -1.9921875,
+ -0.59765625,
+ -0.53515625,
+ 1.53125,
+ 1.6484375,
+ 1.515625,
+ -1.421875,
+ -0.3515625,
+ 0.98046875,
+ -0.74609375,
+ 0.65234375,
+ -1.046875
+ ],
+ [
+ -0.703125,
+ 1.4375,
+ -0.99609375,
+ 1.8515625,
+ -0.7734375,
+ -1.8984375,
+ -0.9765625,
+ -1.3125,
+ 0.0272216796875,
+ -1.546875,
+ 0.50390625,
+ 1.4921875,
+ -0.546875,
+ -1.3203125,
+ -0.3984375,
+ 1.140625,
+ 0.365234375,
+ -1.59375,
+ 0.1484375,
+ -0.126953125,
+ -0.69140625,
+ -1.5546875,
+ 1.921875,
+ -1.2890625,
+ -1.2265625,
+ -1.4140625,
+ 0.279296875,
+ -0.224609375,
+ -1.0,
+ -0.28125,
+ 0.69140625,
+ -0.87109375,
+ 1.65625,
+ -0.7734375,
+ -1.203125,
+ 1.8125,
+ 1.2421875,
+ -0.625,
+ 1.359375,
+ 0.0751953125,
+ -0.609375
+ ],
+ [
+ 1.3515625,
+ 1.0078125,
+ -0.8046875,
+ 0.42578125,
+ -0.51953125,
+ -1.9921875,
+ 1.84375,
+ 0.1982421875,
+ 0.392578125,
+ 0.3984375,
+ 0.2021484375,
+ -0.8359375,
+ 1.8828125,
+ 0.486328125,
+ 0.68359375,
+ -0.1806640625,
+ -0.84765625,
+ -1.7421875,
+ -0.59765625,
+ -1.2890625,
+ 0.64453125,
+ 1.515625,
+ -0.78515625,
+ -0.66796875,
+ 0.6796875,
+ -1.3984375,
+ 1.7109375,
+ -0.54296875,
+ -1.59375,
+ -1.296875,
+ 1.7265625,
+ -1.0078125,
+ 0.6484375,
+ -1.375,
+ -1.21875,
+ 1.515625,
+ -1.40625,
+ -1.921875,
+ 0.004913330078125,
+ 1.4453125,
+ -0.6953125
+ ],
+ [
+ -1.484375,
+ 1.921875,
+ 0.703125,
+ 1.3984375,
+ 1.0078125,
+ 0.79296875,
+ -0.4609375,
+ -0.69921875,
+ 0.8671875,
+ 0.86328125,
+ 1.796875,
+ 0.2734375,
+ -0.8203125,
+ -0.041748046875,
+ 0.453125,
+ -0.29296875,
+ 1.1640625,
+ 0.337890625,
+ -1.9609375,
+ 0.279296875,
+ 0.53125,
+ 1.65625,
+ -0.34375,
+ 0.296875,
+ -0.099609375,
+ 0.1259765625,
+ -1.7265625,
+ 1.5859375,
+ 1.640625,
+ 0.19140625,
+ 0.2255859375,
+ -1.765625,
+ 0.390625,
+ -0.283203125,
+ 0.8359375,
+ -1.8046875,
+ 0.83984375,
+ -0.8515625,
+ 0.60546875,
+ 0.5078125,
+ -1.0859375
+ ],
+ [
+ -0.2373046875,
+ 1.3359375,
+ 0.421875,
+ -1.71875,
+ -0.2275390625,
+ -0.75,
+ 0.56640625,
+ 0.45703125,
+ -1.953125,
+ 0.4296875,
+ 0.9375,
+ 1.0703125,
+ -1.7578125,
+ -0.78515625,
+ -0.314453125,
+ -1.2734375,
+ -0.31640625,
+ -1.7109375,
+ -1.546875,
+ 0.671875,
+ -0.94921875,
+ 0.84375,
+ -1.8046875,
+ 0.25,
+ -0.43359375,
+ 1.1875,
+ 1.1328125,
+ -0.49609375,
+ 0.490234375,
+ -1.0859375,
+ 0.3203125,
+ -1.671875,
+ -0.259765625,
+ -1.265625,
+ 1.53125,
+ -0.2197265625,
+ 0.361328125,
+ -0.5546875,
+ -0.84375,
+ -1.1875,
+ 1.640625
+ ],
+ [
+ 1.1953125,
+ -1.4609375,
+ 0.984375,
+ -0.32421875,
+ -1.9375,
+ 0.11328125,
+ -1.4765625,
+ -1.15625,
+ 0.78125,
+ -0.96875,
+ 1.5625,
+ 0.625,
+ 1.328125,
+ 0.458984375,
+ 1.46875,
+ -0.55078125,
+ 0.1962890625,
+ 0.0634765625,
+ 1.609375,
+ -1.3359375,
+ 0.310546875,
+ 1.015625,
+ -0.51953125,
+ 1.46875,
+ -0.5078125,
+ -1.3046875,
+ 0.3359375,
+ -0.31640625,
+ -1.9375,
+ -1.71875,
+ -1.21875,
+ 1.0703125,
+ 1.5625,
+ 0.181640625,
+ -1.5703125,
+ 0.13671875,
+ 1.421875,
+ 0.99609375,
+ -0.83203125,
+ -1.5,
+ 1.6015625
+ ],
+ [
+ 1.4140625,
+ -1.78125,
+ 1.2890625,
+ -1.609375,
+ -1.7421875,
+ 1.03125,
+ 0.14453125,
+ -0.341796875,
+ 1.609375,
+ 1.3515625,
+ -1.765625,
+ 0.462890625,
+ 1.0859375,
+ 0.201171875,
+ 1.9296875,
+ 0.7421875,
+ -1.578125,
+ -1.203125,
+ 1.3046875,
+ 1.984375,
+ -1.6015625,
+ -1.59375,
+ 1.046875,
+ -1.7421875,
+ -1.71875,
+ 1.5546875,
+ 1.1953125,
+ 1.5234375,
+ 0.6015625,
+ -0.70703125,
+ 1.625,
+ -0.8046875,
+ -0.89453125,
+ 1.5390625,
+ 0.72265625,
+ 1.578125,
+ -1.375,
+ 1.8046875,
+ 0.44921875,
+ 0.671875,
+ 1.6484375
+ ],
+ [
+ -0.4765625,
+ 0.875,
+ 0.55859375,
+ 1.1484375,
+ 1.5859375,
+ 0.71875,
+ -1.7265625,
+ -1.265625,
+ 1.8125,
+ 1.8671875,
+ 1.8671875,
+ -1.8515625,
+ -0.46875,
+ 1.03125,
+ 1.0078125,
+ -1.65625,
+ 0.4375,
+ -1.421875,
+ -0.027099609375,
+ -1.0390625,
+ -1.78125,
+ -1.6796875,
+ 1.640625,
+ 0.9765625,
+ 1.7265625,
+ -0.11962890625,
+ -0.345703125,
+ -0.5625,
+ 0.46484375,
+ -0.59375,
+ 0.984375,
+ 1.203125,
+ 1.5,
+ -1.0234375,
+ 0.10791015625,
+ -1.1015625,
+ -1.84375,
+ 0.828125,
+ 0.1953125,
+ 0.89453125,
+ -1.6484375
+ ]
+ ]
+} \ No newline at end of file
diff --git a/operators/data_layout/concat/concat_20x41_bf16_axis0/desc.json b/operators/data_layout/concat/concat_20x41_bf16_axis0/desc.json
new file mode 100644
index 000000000..5ee7961df
--- /dev/null
+++ b/operators/data_layout/concat/concat_20x41_bf16_axis0/desc.json
@@ -0,0 +1,25 @@
+{
+ "tosa_file": "test.json",
+ "ifm_name": [
+ "input-0",
+ "input-1"
+ ],
+ "ifm_file": [
+ "input-0.npy",
+ "input-1.npy"
+ ],
+ "ofm_name": [
+ "result-0"
+ ],
+ "ofm_file": [
+ "result-0.npy"
+ ],
+ "expected_return_code": 0,
+ "expected_failure": false,
+ "expected_result_file": [
+ "Conformance-result-0.npy"
+ ],
+ "profile": [
+ "tosa-mi"
+ ]
+} \ No newline at end of file
diff --git a/operators/data_layout/concat/concat_20x41_bf16_axis0/input-0.json b/operators/data_layout/concat/concat_20x41_bf16_axis0/input-0.json
new file mode 100644
index 000000000..71ab7c261
--- /dev/null
+++ b/operators/data_layout/concat/concat_20x41_bf16_axis0/input-0.json
@@ -0,0 +1,865 @@
+{
+ "type": "float32",
+ "data": [
+ [
+ -0.4375,
+ 0.11572265625,
+ -1.859375,
+ -0.466796875,
+ -0.10205078125,
+ -0.9765625,
+ -1.875,
+ 0.7578125,
+ -0.2578125,
+ -0.3359375,
+ -1.0,
+ 0.150390625,
+ -0.2470703125,
+ -0.10400390625,
+ 0.322265625,
+ -1.96875,
+ 1.625,
+ -1.7109375,
+ -0.1962890625,
+ -1.1640625,
+ 0.0947265625,
+ -0.87890625,
+ 1.4375,
+ -0.4140625,
+ 0.5546875,
+ -1.0,
+ -1.921875,
+ -0.3828125,
+ 0.1455078125,
+ -0.1611328125,
+ 1.84375,
+ 0.82421875,
+ 1.9765625,
+ -0.81640625,
+ 1.1484375,
+ 0.2216796875,
+ 0.4453125,
+ 1.9375,
+ 0.61328125,
+ 1.59375,
+ 0.90234375
+ ],
+ [
+ -1.484375,
+ 0.796875,
+ -0.0625,
+ 1.671875,
+ 1.2265625,
+ -1.578125,
+ -1.4609375,
+ -1.71875,
+ -0.0269775390625,
+ -1.671875,
+ 0.89453125,
+ 0.208984375,
+ 1.3359375,
+ -0.87890625,
+ 0.076171875,
+ -1.5234375,
+ 1.53125,
+ -1.296875,
+ -1.5859375,
+ -1.1796875,
+ 1.21875,
+ -1.5703125,
+ 0.45703125,
+ 0.984375,
+ 1.0,
+ -1.234375,
+ -1.75,
+ -0.2041015625,
+ -1.1875,
+ 0.796875,
+ -0.5703125,
+ -0.2021484375,
+ -1.5390625,
+ 0.26953125,
+ -1.2578125,
+ 0.71484375,
+ -1.7109375,
+ 1.8984375,
+ 0.734375,
+ -1.265625,
+ -1.9375
+ ],
+ [
+ -0.66015625,
+ -1.3828125,
+ -1.125,
+ 1.484375,
+ 0.412109375,
+ -1.2890625,
+ 0.2265625,
+ -0.9765625,
+ 1.8984375,
+ -1.8671875,
+ 0.92578125,
+ 1.0859375,
+ -1.7265625,
+ -1.3125,
+ -0.4609375,
+ 1.46875,
+ 0.1474609375,
+ 0.62109375,
+ 1.125,
+ 1.3046875,
+ -0.0947265625,
+ 0.03515625,
+ 0.87109375,
+ -0.9453125,
+ 1.4140625,
+ -1.9140625,
+ -1.2109375,
+ 1.1953125,
+ -0.63671875,
+ -1.3984375,
+ -1.25,
+ 0.12255859375,
+ 1.3828125,
+ -1.7109375,
+ -1.875,
+ -0.138671875,
+ 1.8203125,
+ -0.8828125,
+ 1.8359375,
+ 1.546875,
+ -0.8671875
+ ],
+ [
+ 1.265625,
+ 0.7421875,
+ 0.047119140625,
+ -0.306640625,
+ 1.2578125,
+ 1.171875,
+ 1.0234375,
+ 1.9921875,
+ -0.0859375,
+ 1.2265625,
+ 1.4453125,
+ -1.1484375,
+ -1.828125,
+ -0.380859375,
+ 1.421875,
+ -0.83984375,
+ 0.796875,
+ -1.96875,
+ -0.578125,
+ 0.4609375,
+ -1.4765625,
+ 1.5859375,
+ -1.3671875,
+ 1.6328125,
+ -1.1328125,
+ 1.9765625,
+ 0.41796875,
+ -1.65625,
+ -1.734375,
+ -1.6953125,
+ 0.359375,
+ 1.234375,
+ -0.38671875,
+ -0.2197265625,
+ 0.35546875,
+ 0.1318359375,
+ 0.75,
+ -0.11279296875,
+ 0.8515625,
+ 1.984375,
+ -0.59765625
+ ],
+ [
+ -1.9453125,
+ -1.4921875,
+ 0.2138671875,
+ -0.62109375,
+ 1.7578125,
+ 0.5078125,
+ 0.0810546875,
+ 1.1875,
+ -0.96484375,
+ 1.2734375,
+ -1.984375,
+ 0.478515625,
+ 1.734375,
+ 1.1484375,
+ 1.4140625,
+ -0.412109375,
+ 1.296875,
+ 0.203125,
+ 0.47265625,
+ -1.7578125,
+ -1.1875,
+ 0.203125,
+ -1.7578125,
+ 0.96484375,
+ 1.359375,
+ 1.6796875,
+ -1.5859375,
+ 1.7578125,
+ -1.7265625,
+ -0.103515625,
+ 1.359375,
+ -1.71875,
+ -1.921875,
+ -1.8984375,
+ 0.044921875,
+ 1.2421875,
+ -1.484375,
+ -1.5,
+ 0.2734375,
+ -1.0625,
+ 0.91796875
+ ],
+ [
+ 1.796875,
+ 1.0625,
+ 1.5078125,
+ 0.078125,
+ 1.328125,
+ -1.265625,
+ -1.7265625,
+ 0.62109375,
+ -1.7890625,
+ 1.5625,
+ 0.765625,
+ 1.8046875,
+ -0.7421875,
+ -0.05517578125,
+ 0.96484375,
+ -1.0234375,
+ 0.1669921875,
+ 0.63671875,
+ 1.9140625,
+ 0.9765625,
+ -1.5234375,
+ -0.0986328125,
+ 0.353515625,
+ -1.40625,
+ -0.271484375,
+ -0.86328125,
+ -1.5234375,
+ 0.048095703125,
+ -1.3359375,
+ 0.361328125,
+ -1.3203125,
+ 0.890625,
+ -1.21875,
+ 1.578125,
+ -1.890625,
+ 0.087890625,
+ -0.71875,
+ -1.09375,
+ -0.11328125,
+ 1.3671875,
+ 1.65625
+ ],
+ [
+ -0.78515625,
+ -1.3828125,
+ 0.87890625,
+ 0.326171875,
+ -1.1953125,
+ 1.0390625,
+ 0.07568359375,
+ 0.61328125,
+ -0.5625,
+ -0.2431640625,
+ -1.2734375,
+ 1.0234375,
+ -1.3671875,
+ 1.109375,
+ 1.1875,
+ 0.984375,
+ -1.921875,
+ -0.90625,
+ -0.1259765625,
+ 0.380859375,
+ 1.671875,
+ -0.49609375,
+ 1.5,
+ -1.34375,
+ -0.51171875,
+ -1.7890625,
+ 0.96875,
+ -1.390625,
+ -0.96875,
+ 1.09375,
+ 0.138671875,
+ -1.9375,
+ -1.984375,
+ 0.04248046875,
+ -0.77734375,
+ -1.2734375,
+ 0.453125,
+ -1.0859375,
+ 0.3671875,
+ -0.482421875,
+ -1.25
+ ],
+ [
+ -1.4453125,
+ -1.046875,
+ -1.875,
+ -0.765625,
+ 1.6015625,
+ 1.3203125,
+ -0.51171875,
+ 0.302734375,
+ 0.267578125,
+ 1.3125,
+ -1.0546875,
+ -0.8125,
+ -0.7890625,
+ -1.8359375,
+ -0.73828125,
+ 1.5078125,
+ 1.640625,
+ -1.5546875,
+ -0.1669921875,
+ -0.47265625,
+ -0.04248046875,
+ 0.21875,
+ -1.9140625,
+ 1.3671875,
+ 1.890625,
+ 0.61328125,
+ 0.640625,
+ 0.11181640625,
+ -0.66015625,
+ -1.3984375,
+ 0.3359375,
+ -1.8125,
+ 1.296875,
+ -0.314453125,
+ -0.33984375,
+ -0.6875,
+ 1.875,
+ -1.296875,
+ -1.390625,
+ -1.3359375,
+ 0.6328125
+ ],
+ [
+ 1.9609375,
+ -1.0546875,
+ 1.6171875,
+ -0.8828125,
+ 0.58984375,
+ -1.8359375,
+ -0.017333984375,
+ 0.6171875,
+ 0.14453125,
+ -1.046875,
+ 1.3125,
+ 1.875,
+ -0.1630859375,
+ 0.54296875,
+ 1.15625,
+ -1.03125,
+ 1.453125,
+ -0.87890625,
+ 1.1015625,
+ -1.546875,
+ -0.84375,
+ 0.1337890625,
+ 0.099609375,
+ 1.3984375,
+ 1.984375,
+ -1.5703125,
+ -0.9140625,
+ -0.56640625,
+ -0.083984375,
+ -0.0242919921875,
+ 1.421875,
+ 1.078125,
+ -1.921875,
+ -0.1796875,
+ 0.470703125,
+ -0.158203125,
+ -1.4765625,
+ -0.408203125,
+ -0.3515625,
+ -1.2421875,
+ 1.0234375
+ ],
+ [
+ -0.7109375,
+ 0.35546875,
+ 0.0625,
+ 1.5078125,
+ -1.5078125,
+ -1.5390625,
+ -0.796875,
+ -0.2734375,
+ -0.8046875,
+ 1.046875,
+ -1.015625,
+ -1.65625,
+ -0.34375,
+ 1.0859375,
+ 1.3984375,
+ 0.9296875,
+ 0.2314453125,
+ 0.89453125,
+ 0.72265625,
+ -1.0625,
+ 0.2021484375,
+ 1.078125,
+ -0.73046875,
+ 0.61328125,
+ -0.07373046875,
+ 0.01263427734375,
+ -1.6328125,
+ 0.6640625,
+ 1.4609375,
+ -1.4296875,
+ -0.53515625,
+ -1.8046875,
+ -1.875,
+ 1.953125,
+ -0.0260009765625,
+ -0.57421875,
+ -0.8984375,
+ 1.9140625,
+ -0.98828125,
+ 0.90234375,
+ -0.86328125
+ ],
+ [
+ -1.7109375,
+ 0.73046875,
+ -1.9921875,
+ 0.69921875,
+ -0.99609375,
+ 0.984375,
+ 1.078125,
+ 0.89453125,
+ -1.8984375,
+ 0.8125,
+ 1.953125,
+ -1.0234375,
+ -0.90234375,
+ 1.25,
+ -1.3515625,
+ 0.640625,
+ 1.015625,
+ -1.84375,
+ 0.21484375,
+ 0.302734375,
+ -0.78515625,
+ 1.5,
+ -1.34375,
+ -0.54296875,
+ 1.390625,
+ -1.234375,
+ 1.28125,
+ -1.6796875,
+ -0.04296875,
+ -1.6953125,
+ 0.7109375,
+ 1.15625,
+ 1.3984375,
+ 1.921875,
+ 0.6875,
+ 1.0703125,
+ 0.02294921875,
+ 1.6484375,
+ 0.57421875,
+ 1.53125,
+ -1.0546875
+ ],
+ [
+ -0.01300048828125,
+ 0.91796875,
+ -1.1875,
+ -1.1484375,
+ 1.90625,
+ -0.259765625,
+ -1.265625,
+ -0.671875,
+ -0.41015625,
+ 0.4921875,
+ 1.6875,
+ 1.9453125,
+ 0.60546875,
+ 0.796875,
+ -0.7109375,
+ 1.421875,
+ -1.125,
+ -1.5703125,
+ 1.890625,
+ 1.453125,
+ -0.78515625,
+ 0.69921875,
+ -0.1318359375,
+ -0.70703125,
+ -0.8515625,
+ -1.453125,
+ 0.197265625,
+ -0.212890625,
+ 0.048583984375,
+ -1.1328125,
+ 1.75,
+ 0.55078125,
+ 1.59375,
+ -1.5625,
+ 0.490234375,
+ 1.390625,
+ -0.67578125,
+ -1.21875,
+ -0.9375,
+ -0.90625,
+ -0.2109375
+ ],
+ [
+ -0.6953125,
+ -0.9140625,
+ 0.59375,
+ -1.78125,
+ -0.63671875,
+ 0.7578125,
+ -1.2890625,
+ -1.109375,
+ -1.1953125,
+ -1.9921875,
+ -0.1044921875,
+ -1.84375,
+ -0.90625,
+ 1.9765625,
+ 1.671875,
+ -1.1328125,
+ -0.7578125,
+ -0.14453125,
+ 1.375,
+ 1.203125,
+ -1.4921875,
+ -1.5,
+ -0.33203125,
+ 1.4765625,
+ 1.5234375,
+ -1.5703125,
+ 0.296875,
+ -1.375,
+ 0.7421875,
+ 1.6640625,
+ -0.1806640625,
+ -1.6640625,
+ 0.31640625,
+ -0.365234375,
+ 1.2421875,
+ -0.63671875,
+ 1.4921875,
+ -0.90234375,
+ -1.3671875,
+ -0.7734375,
+ -1.859375
+ ],
+ [
+ -0.875,
+ 0.63671875,
+ -1.4296875,
+ -1.546875,
+ -1.46875,
+ -1.6875,
+ 1.4921875,
+ 1.7734375,
+ -1.8125,
+ 1.0390625,
+ 0.9453125,
+ 1.984375,
+ -0.60546875,
+ -0.85546875,
+ -0.1875,
+ 1.421875,
+ 0.9140625,
+ -0.11328125,
+ -1.015625,
+ 0.90625,
+ 1.4140625,
+ -0.3984375,
+ 0.671875,
+ -0.3984375,
+ -0.0859375,
+ 0.099609375,
+ 1.1015625,
+ 1.90625,
+ -0.2216796875,
+ -0.62890625,
+ -0.50390625,
+ -1.4609375,
+ -0.80859375,
+ -1.6484375,
+ -0.287109375,
+ -1.328125,
+ -0.61328125,
+ 1.171875,
+ -1.015625,
+ 0.447265625,
+ 1.6015625
+ ],
+ [
+ 0.267578125,
+ -1.21875,
+ -0.6171875,
+ 0.361328125,
+ 0.0263671875,
+ -1.3984375,
+ -0.2119140625,
+ 0.171875,
+ -0.9296875,
+ 0.44921875,
+ -1.71875,
+ -0.65234375,
+ 1.2109375,
+ -0.9609375,
+ 0.419921875,
+ -0.359375,
+ -0.73046875,
+ 1.6640625,
+ -0.625,
+ -1.046875,
+ 1.6328125,
+ 0.98046875,
+ 0.7265625,
+ -1.796875,
+ -1.46875,
+ 0.55078125,
+ -1.15625,
+ -1.09375,
+ 1.109375,
+ -0.85546875,
+ -1.7109375,
+ -1.8515625,
+ -0.2265625,
+ 0.466796875,
+ 1.46875,
+ -1.5546875,
+ -1.2109375,
+ 0.119140625,
+ -0.54296875,
+ -0.06982421875,
+ 1.6953125
+ ],
+ [
+ 0.1787109375,
+ -0.337890625,
+ 1.953125,
+ -1.734375,
+ 1.7265625,
+ 0.006622314453125,
+ 0.0150146484375,
+ 1.6875,
+ 0.0291748046875,
+ -0.24609375,
+ -0.90625,
+ 0.6328125,
+ 0.27734375,
+ -1.140625,
+ 0.8359375,
+ 0.57421875,
+ -0.41015625,
+ -1.9765625,
+ -0.212890625,
+ -1.96875,
+ -1.6953125,
+ -0.27734375,
+ -1.671875,
+ -0.89453125,
+ 0.62109375,
+ -0.76171875,
+ 1.984375,
+ 1.6640625,
+ 0.33984375,
+ 1.8671875,
+ 1.46875,
+ -0.72265625,
+ 0.99609375,
+ -1.4453125,
+ 0.734375,
+ -0.03564453125,
+ -1.9296875,
+ -0.90234375,
+ 1.8203125,
+ -0.734375,
+ -1.2734375
+ ],
+ [
+ -1.2421875,
+ -0.0830078125,
+ 1.3671875,
+ 1.03125,
+ -0.251953125,
+ -1.1640625,
+ -1.8125,
+ -0.1494140625,
+ 1.2578125,
+ 0.91796875,
+ -0.365234375,
+ 0.376953125,
+ -0.25390625,
+ 0.314453125,
+ 0.06982421875,
+ 0.72265625,
+ 0.03076171875,
+ 1.7578125,
+ -0.287109375,
+ -1.9296875,
+ -1.046875,
+ 0.0024261474609375,
+ 0.162109375,
+ 0.208984375,
+ 0.85546875,
+ -0.8984375,
+ 0.65625,
+ 0.8125,
+ -0.353515625,
+ -0.390625,
+ -1.28125,
+ -0.34375,
+ 1.140625,
+ 1.6328125,
+ 0.373046875,
+ -0.80078125,
+ 0.7265625,
+ 0.95703125,
+ -0.66796875,
+ 1.3046875,
+ -1.703125
+ ],
+ [
+ -1.953125,
+ -1.5078125,
+ -1.375,
+ 1.515625,
+ -0.298828125,
+ -0.8984375,
+ -0.283203125,
+ -0.419921875,
+ -0.79296875,
+ -1.4453125,
+ 0.62109375,
+ -1.453125,
+ 1.1015625,
+ -1.1875,
+ 0.921875,
+ 1.21875,
+ -1.4921875,
+ -1.6484375,
+ 1.796875,
+ -0.1474609375,
+ 0.51953125,
+ -1.90625,
+ -0.8828125,
+ 0.021484375,
+ 1.5390625,
+ -0.9140625,
+ 1.09375,
+ 0.6484375,
+ -1.53125,
+ -0.82421875,
+ -1.046875,
+ -0.2294921875,
+ 0.5390625,
+ -0.265625,
+ -1.015625,
+ 0.78125,
+ 0.3359375,
+ 0.0771484375,
+ 0.216796875,
+ -1.109375,
+ 0.71875
+ ],
+ [
+ -0.44921875,
+ -0.54296875,
+ -1.3984375,
+ 0.38671875,
+ 0.41015625,
+ -0.63671875,
+ 1.4375,
+ 1.375,
+ -1.5625,
+ 0.77734375,
+ -0.423828125,
+ 1.9921875,
+ -1.09375,
+ -0.875,
+ -0.2314453125,
+ -0.921875,
+ 0.765625,
+ -0.076171875,
+ -1.109375,
+ 0.025390625,
+ 1.5546875,
+ 1.1640625,
+ -0.004669189453125,
+ -0.84375,
+ -1.2734375,
+ 1.5078125,
+ 0.83984375,
+ 0.287109375,
+ 1.515625,
+ -1.5078125,
+ 0.7265625,
+ -1.1328125,
+ -1.515625,
+ -0.13671875,
+ -0.44921875,
+ 1.7578125,
+ -0.703125,
+ 1.2578125,
+ 0.9921875,
+ 0.66796875,
+ 1.6796875
+ ],
+ [
+ -0.3671875,
+ -0.439453125,
+ -1.3515625,
+ -0.89453125,
+ 1.515625,
+ -0.10205078125,
+ -0.6328125,
+ -1.1328125,
+ -0.06005859375,
+ 0.86328125,
+ -0.8515625,
+ 1.0234375,
+ 0.515625,
+ 1.1484375,
+ -0.99609375,
+ 0.5234375,
+ -1.3828125,
+ -0.54296875,
+ 0.89453125,
+ 0.5234375,
+ -1.2421875,
+ 1.4296875,
+ -1.78125,
+ 0.380859375,
+ 1.9296875,
+ 0.1259765625,
+ 1.1953125,
+ 0.37890625,
+ 1.125,
+ 0.62109375,
+ 0.76171875,
+ -1.0859375,
+ 0.96484375,
+ -1.046875,
+ 1.921875,
+ -1.0859375,
+ -1.046875,
+ 1.4296875,
+ -1.0234375,
+ -0.5546875,
+ 0.85546875
+ ]
+ ]
+} \ No newline at end of file
diff --git a/operators/data_layout/concat/concat_20x41_bf16_axis0/input-1.json b/operators/data_layout/concat/concat_20x41_bf16_axis0/input-1.json
new file mode 100644
index 000000000..a0c851001
--- /dev/null
+++ b/operators/data_layout/concat/concat_20x41_bf16_axis0/input-1.json
@@ -0,0 +1,435 @@
+{
+ "type": "float32",
+ "data": [
+ [
+ -1.359375,
+ -1.359375,
+ -0.054443359375,
+ -1.0234375,
+ -1.0546875,
+ -1.9609375,
+ -0.515625,
+ -0.7265625,
+ -1.875,
+ 0.484375,
+ 0.50390625,
+ -1.7109375,
+ -0.73046875,
+ 1.484375,
+ 0.328125,
+ -0.3515625,
+ -0.138671875,
+ -1.1640625,
+ 1.2421875,
+ 1.6484375,
+ 1.640625,
+ -1.1015625,
+ -0.75390625,
+ -1.3515625,
+ -0.76953125,
+ -0.66796875,
+ 0.53125,
+ -1.234375,
+ 1.671875,
+ -1.5859375,
+ -1.96875,
+ 1.4140625,
+ 0.8125,
+ -0.578125,
+ 0.380859375,
+ -1.1015625,
+ -1.3203125,
+ -0.115234375,
+ -0.5859375,
+ 0.458984375,
+ -1.125
+ ],
+ [
+ 0.6484375,
+ 1.0625,
+ -1.328125,
+ -1.8203125,
+ -0.2412109375,
+ 1.09375,
+ 0.6015625,
+ 0.8046875,
+ -0.38671875,
+ -1.0546875,
+ 0.126953125,
+ -1.1796875,
+ 0.90234375,
+ -1.2109375,
+ -0.83203125,
+ 0.026123046875,
+ -0.052978515625,
+ 0.40234375,
+ -0.25,
+ 1.671875,
+ 1.359375,
+ 1.515625,
+ 0.515625,
+ 0.5390625,
+ 0.435546875,
+ -0.259765625,
+ -0.7109375,
+ 0.3671875,
+ -1.890625,
+ -1.96875,
+ 1.40625,
+ -1.8125,
+ 0.09912109375,
+ 0.458984375,
+ -1.203125,
+ 1.578125,
+ -1.234375,
+ 1.53125,
+ 1.046875,
+ -1.03125,
+ -1.390625
+ ],
+ [
+ -0.734375,
+ -0.40625,
+ -1.015625,
+ 1.9921875,
+ -1.078125,
+ 1.3203125,
+ -1.359375,
+ 1.9140625,
+ -1.09375,
+ -0.3125,
+ 0.2333984375,
+ -1.515625,
+ 1.265625,
+ -0.8984375,
+ 0.1962890625,
+ 0.1982421875,
+ 0.41015625,
+ -1.7734375,
+ -1.3203125,
+ -1.3515625,
+ -0.7890625,
+ -1.4140625,
+ 1.6875,
+ 0.0517578125,
+ 0.494140625,
+ -0.56640625,
+ -0.89453125,
+ 0.0126953125,
+ -0.8203125,
+ -0.625,
+ -0.1884765625,
+ 0.0228271484375,
+ 1.9296875,
+ -1.1015625,
+ -0.0478515625,
+ -1.3984375,
+ -0.59765625,
+ 0.8671875,
+ -1.296875,
+ 0.32421875,
+ -0.33203125
+ ],
+ [
+ -1.7890625,
+ 1.7265625,
+ -0.34375,
+ 1.1328125,
+ -0.333984375,
+ 1.7421875,
+ -0.8359375,
+ -0.349609375,
+ 1.03125,
+ -0.625,
+ -0.5390625,
+ 1.9765625,
+ 0.2216796875,
+ 0.75390625,
+ 0.5703125,
+ 1.3046875,
+ 1.4453125,
+ 0.251953125,
+ -0.8203125,
+ -1.90625,
+ 0.45703125,
+ 1.296875,
+ -0.197265625,
+ -1.3359375,
+ -0.84765625,
+ 0.039794921875,
+ 1.34375,
+ -1.3125,
+ 0.447265625,
+ 1.0078125,
+ 1.7421875,
+ -1.53125,
+ 1.703125,
+ 0.404296875,
+ 1.0625,
+ -1.78125,
+ 0.0245361328125,
+ 0.490234375,
+ -0.76953125,
+ -0.271484375,
+ 0.216796875
+ ],
+ [
+ 0.2099609375,
+ -1.828125,
+ -0.2412109375,
+ -1.140625,
+ 1.6640625,
+ 1.90625,
+ -0.80078125,
+ -1.296875,
+ -1.1171875,
+ -0.0888671875,
+ 1.4921875,
+ 0.00014400482177734375,
+ -1.7734375,
+ -1.8359375,
+ -1.0859375,
+ 1.3671875,
+ 0.484375,
+ 0.25,
+ -0.72265625,
+ 1.7109375,
+ -0.671875,
+ 1.3359375,
+ 1.578125,
+ -0.06640625,
+ 1.5703125,
+ -0.890625,
+ 0.6328125,
+ -1.640625,
+ -0.10400390625,
+ -1.125,
+ -1.7421875,
+ -1.984375,
+ -0.69921875,
+ 0.357421875,
+ -0.1787109375,
+ -0.7890625,
+ 1.9609375,
+ 1.7578125,
+ -1.4921875,
+ -0.337890625,
+ 0.59375
+ ],
+ [
+ 0.93359375,
+ -0.53125,
+ 0.984375,
+ -1.5,
+ -0.671875,
+ 0.86328125,
+ 0.5,
+ 1.34375,
+ -1.8125,
+ -1.296875,
+ -1.8046875,
+ -1.2265625,
+ -1.9765625,
+ 0.0167236328125,
+ 0.11279296875,
+ 0.62890625,
+ -0.458984375,
+ -1.984375,
+ 0.6953125,
+ -1.78125,
+ 1.4609375,
+ -1.90625,
+ 0.12158203125,
+ 1.578125,
+ 0.2890625,
+ 0.43359375,
+ 0.72265625,
+ -1.5078125,
+ 0.69921875,
+ 1.515625,
+ 1.890625,
+ -0.2275390625,
+ -0.62109375,
+ 1.0078125,
+ 0.1708984375,
+ -0.96875,
+ -1.3046875,
+ -1.3125,
+ -0.1630859375,
+ -1.3125,
+ -1.9140625
+ ],
+ [
+ -1.7890625,
+ 1.71875,
+ -1.703125,
+ -1.703125,
+ -0.1943359375,
+ -1.015625,
+ 1.84375,
+ 1.640625,
+ -0.380859375,
+ -0.2041015625,
+ -0.498046875,
+ -1.84375,
+ -0.828125,
+ -1.5078125,
+ -1.5859375,
+ 0.2431640625,
+ -1.6015625,
+ -1.5859375,
+ -0.07763671875,
+ -0.23046875,
+ -1.4453125,
+ -1.9765625,
+ -1.2265625,
+ -1.0546875,
+ 1.1953125,
+ 1.65625,
+ -0.375,
+ -0.37890625,
+ 0.84765625,
+ 0.50390625,
+ -1.2578125,
+ -1.5625,
+ -0.2490234375,
+ 0.2578125,
+ -1.4375,
+ -0.82421875,
+ -0.7734375,
+ -0.953125,
+ -0.15625,
+ 0.609375,
+ 0.037353515625
+ ],
+ [
+ -1.1875,
+ -1.5859375,
+ 1.28125,
+ -0.08251953125,
+ -1.75,
+ -0.96484375,
+ 1.2109375,
+ 1.0,
+ 1.5,
+ 0.408203125,
+ -0.306640625,
+ -0.29296875,
+ -1.21875,
+ 0.6015625,
+ 0.33984375,
+ -1.375,
+ 1.5390625,
+ -0.5234375,
+ -1.796875,
+ -0.6875,
+ 1.4765625,
+ 1.6640625,
+ -0.038330078125,
+ 1.8203125,
+ 1.5,
+ 1.296875,
+ 1.4375,
+ -0.470703125,
+ 1.0234375,
+ 0.30859375,
+ 0.875,
+ -1.28125,
+ 0.921875,
+ 1.828125,
+ -0.7890625,
+ 1.9375,
+ -0.486328125,
+ -1.1953125,
+ -1.546875,
+ 1.1328125,
+ 0.21875
+ ],
+ [
+ -0.76953125,
+ 0.43359375,
+ -0.66796875,
+ -0.2060546875,
+ 1.4453125,
+ 0.671875,
+ 1.046875,
+ 0.33203125,
+ 1.9609375,
+ -1.03125,
+ -0.94921875,
+ -1.625,
+ 0.2158203125,
+ 0.453125,
+ 0.90234375,
+ -0.65625,
+ -1.9453125,
+ 0.52734375,
+ 1.9921875,
+ -0.8203125,
+ -1.2578125,
+ -0.87109375,
+ -0.296875,
+ -0.99609375,
+ -0.609375,
+ 0.55078125,
+ -0.6171875,
+ -0.4140625,
+ -1.8359375,
+ 1.6640625,
+ -0.37109375,
+ -0.68359375,
+ -1.6484375,
+ 0.53515625,
+ 1.453125,
+ -1.828125,
+ -1.4140625,
+ -1.4140625,
+ 0.408203125,
+ 1.6796875,
+ -0.248046875
+ ],
+ [
+ -0.62109375,
+ 1.0625,
+ 0.96875,
+ -1.0078125,
+ -1.3515625,
+ -0.56640625,
+ 1.1015625,
+ 0.77734375,
+ 0.66015625,
+ 1.3125,
+ -0.890625,
+ -0.640625,
+ -1.828125,
+ 1.46875,
+ 0.328125,
+ -0.8046875,
+ -1.71875,
+ 0.890625,
+ 0.9921875,
+ 0.6640625,
+ -1.1796875,
+ 1.6484375,
+ 1.0078125,
+ 0.62890625,
+ 0.6015625,
+ 1.6171875,
+ 1.7109375,
+ 0.380859375,
+ -0.33203125,
+ -0.54296875,
+ 1.2734375,
+ 0.578125,
+ -1.6875,
+ -1.4296875,
+ 1.59375,
+ 1.53125,
+ 1.8046875,
+ -0.287109375,
+ 1.1328125,
+ 1.3125,
+ -0.734375
+ ]
+ ]
+} \ No newline at end of file
diff --git a/operators/data_layout/concat/concat_20x41_bf16_axis0/test.json b/operators/data_layout/concat/concat_20x41_bf16_axis0/test.json
new file mode 100644
index 000000000..ed6107434
--- /dev/null
+++ b/operators/data_layout/concat/concat_20x41_bf16_axis0/test.json
@@ -0,0 +1,1765 @@
+{
+ version: {
+ _major: 0,
+ _minor: 41,
+ _patch: 0,
+ _draft: true
+ },
+ blocks: [
+ {
+ name: "main",
+ operators: [
+ {
+ op: "CONST",
+ attribute_type: "NONE",
+ inputs: [
+
+ ],
+ outputs: [
+ "const-2"
+ ]
+ },
+ {
+ op: "CONST",
+ attribute_type: "NONE",
+ inputs: [
+
+ ],
+ outputs: [
+ "const-3"
+ ]
+ },
+ {
+ op: "CONST",
+ attribute_type: "NONE",
+ inputs: [
+
+ ],
+ outputs: [
+ "const-4"
+ ]
+ },
+ {
+ op: "CONCAT",
+ attribute_type: "AxisAttribute",
+ attribute: {
+ axis: 0
+ },
+ inputs: [
+ "input-0",
+ "input-1",
+ "const-2",
+ "const-3",
+ "const-4"
+ ],
+ outputs: [
+ "result-0"
+ ]
+ }
+ ],
+ tensors: [
+ {
+ name: "input-0",
+ shape: [
+ 20,
+ 41
+ ],
+ type: "BF16"
+ },
+ {
+ name: "input-1",
+ shape: [
+ 10,
+ 41
+ ],
+ type: "BF16"
+ },
+ {
+ name: "const-2",
+ shape: [
+ 5,
+ 41
+ ],
+ type: "BF16",
+ data: [
+ 0,
+ 0,
+ 181,
+ 191,
+ 0,
+ 0,
+ 254,
+ 63,
+ 0,
+ 0,
+ 240,
+ 191,
+ 0,
+ 0,
+ 199,
+ 62,
+ 0,
+ 0,
+ 25,
+ 63,
+ 0,
+ 0,
+ 58,
+ 63,
+ 0,
+ 0,
+ 122,
+ 191,
+ 0,
+ 0,
+ 98,
+ 63,
+ 0,
+ 0,
+ 145,
+ 191,
+ 0,
+ 0,
+ 168,
+ 63,
+ 0,
+ 0,
+ 143,
+ 191,
+ 0,
+ 0,
+ 73,
+ 63,
+ 0,
+ 0,
+ 145,
+ 63,
+ 0,
+ 0,
+ 159,
+ 191,
+ 0,
+ 0,
+ 134,
+ 191,
+ 0,
+ 0,
+ 142,
+ 63,
+ 0,
+ 0,
+ 211,
+ 191,
+ 0,
+ 0,
+ 158,
+ 191,
+ 0,
+ 0,
+ 54,
+ 190,
+ 0,
+ 0,
+ 220,
+ 63,
+ 0,
+ 0,
+ 125,
+ 62,
+ 0,
+ 0,
+ 230,
+ 190,
+ 0,
+ 0,
+ 244,
+ 63,
+ 0,
+ 0,
+ 20,
+ 190,
+ 0,
+ 0,
+ 135,
+ 190,
+ 0,
+ 0,
+ 180,
+ 190,
+ 0,
+ 0,
+ 64,
+ 191,
+ 0,
+ 0,
+ 50,
+ 191,
+ 0,
+ 0,
+ 64,
+ 63,
+ 0,
+ 0,
+ 235,
+ 191,
+ 0,
+ 0,
+ 58,
+ 63,
+ 0,
+ 0,
+ 152,
+ 191,
+ 0,
+ 0,
+ 237,
+ 190,
+ 0,
+ 0,
+ 180,
+ 191,
+ 0,
+ 0,
+ 88,
+ 62,
+ 0,
+ 0,
+ 106,
+ 63,
+ 0,
+ 0,
+ 20,
+ 191,
+ 0,
+ 0,
+ 172,
+ 191,
+ 0,
+ 0,
+ 140,
+ 191,
+ 0,
+ 0,
+ 162,
+ 63,
+ 0,
+ 0,
+ 109,
+ 191,
+ 0,
+ 0,
+ 140,
+ 63,
+ 0,
+ 0,
+ 44,
+ 191,
+ 0,
+ 0,
+ 159,
+ 191,
+ 0,
+ 0,
+ 104,
+ 63,
+ 0,
+ 0,
+ 0,
+ 190,
+ 0,
+ 0,
+ 239,
+ 191,
+ 0,
+ 0,
+ 235,
+ 63,
+ 0,
+ 0,
+ 180,
+ 191,
+ 0,
+ 0,
+ 22,
+ 191,
+ 0,
+ 0,
+ 235,
+ 190,
+ 0,
+ 0,
+ 45,
+ 189,
+ 0,
+ 0,
+ 146,
+ 63,
+ 0,
+ 0,
+ 252,
+ 191,
+ 0,
+ 0,
+ 221,
+ 63,
+ 0,
+ 0,
+ 21,
+ 63,
+ 0,
+ 0,
+ 230,
+ 63,
+ 0,
+ 0,
+ 162,
+ 63,
+ 0,
+ 0,
+ 219,
+ 63,
+ 0,
+ 0,
+ 206,
+ 62,
+ 0,
+ 0,
+ 18,
+ 191,
+ 0,
+ 0,
+ 105,
+ 190,
+ 0,
+ 0,
+ 33,
+ 63,
+ 0,
+ 0,
+ 149,
+ 190,
+ 0,
+ 0,
+ 109,
+ 63,
+ 0,
+ 0,
+ 208,
+ 191,
+ 0,
+ 0,
+ 168,
+ 63,
+ 0,
+ 0,
+ 151,
+ 191,
+ 0,
+ 0,
+ 227,
+ 63,
+ 0,
+ 0,
+ 176,
+ 191,
+ 0,
+ 0,
+ 189,
+ 191,
+ 0,
+ 0,
+ 159,
+ 63,
+ 0,
+ 0,
+ 163,
+ 63,
+ 0,
+ 0,
+ 116,
+ 63,
+ 0,
+ 0,
+ 235,
+ 63,
+ 0,
+ 0,
+ 106,
+ 191,
+ 0,
+ 0,
+ 167,
+ 63,
+ 0,
+ 0,
+ 23,
+ 191,
+ 0,
+ 0,
+ 25,
+ 62,
+ 0,
+ 0,
+ 94,
+ 190,
+ 0,
+ 0,
+ 253,
+ 191,
+ 0,
+ 0,
+ 152,
+ 62,
+ 0,
+ 0,
+ 125,
+ 63,
+ 0,
+ 0,
+ 166,
+ 191,
+ 0,
+ 0,
+ 221,
+ 63,
+ 0,
+ 0,
+ 249,
+ 61,
+ 0,
+ 0,
+ 164,
+ 191,
+ 0,
+ 0,
+ 21,
+ 63,
+ 0,
+ 0,
+ 157,
+ 191,
+ 0,
+ 0,
+ 223,
+ 191,
+ 0,
+ 0,
+ 61,
+ 63,
+ 0,
+ 0,
+ 199,
+ 191,
+ 0,
+ 0,
+ 201,
+ 191,
+ 0,
+ 0,
+ 117,
+ 63,
+ 0,
+ 0,
+ 227,
+ 191,
+ 0,
+ 0,
+ 158,
+ 63,
+ 0,
+ 0,
+ 151,
+ 63,
+ 0,
+ 0,
+ 183,
+ 191,
+ 0,
+ 0,
+ 150,
+ 61,
+ 0,
+ 0,
+ 206,
+ 191,
+ 0,
+ 0,
+ 7,
+ 63,
+ 0,
+ 0,
+ 223,
+ 191,
+ 0,
+ 0,
+ 227,
+ 63,
+ 0,
+ 0,
+ 149,
+ 191,
+ 0,
+ 0,
+ 59,
+ 63,
+ 0,
+ 0,
+ 190,
+ 191,
+ 0,
+ 0,
+ 148,
+ 191,
+ 0,
+ 0,
+ 72,
+ 190,
+ 0,
+ 0,
+ 149,
+ 62,
+ 0,
+ 0,
+ 255,
+ 63,
+ 0,
+ 0,
+ 242,
+ 191,
+ 0,
+ 0,
+ 255,
+ 191,
+ 0,
+ 0,
+ 25,
+ 191,
+ 0,
+ 0,
+ 9,
+ 191,
+ 0,
+ 0,
+ 196,
+ 63,
+ 0,
+ 0,
+ 211,
+ 63,
+ 0,
+ 0,
+ 194,
+ 63,
+ 0,
+ 0,
+ 182,
+ 191,
+ 0,
+ 0,
+ 180,
+ 190,
+ 0,
+ 0,
+ 123,
+ 63,
+ 0,
+ 0,
+ 63,
+ 191,
+ 0,
+ 0,
+ 39,
+ 63,
+ 0,
+ 0,
+ 134,
+ 191,
+ 0,
+ 0,
+ 52,
+ 191,
+ 0,
+ 0,
+ 184,
+ 63,
+ 0,
+ 0,
+ 127,
+ 191,
+ 0,
+ 0,
+ 237,
+ 63,
+ 0,
+ 0,
+ 70,
+ 191,
+ 0,
+ 0,
+ 243,
+ 191,
+ 0,
+ 0,
+ 122,
+ 191,
+ 0,
+ 0,
+ 168,
+ 191,
+ 0,
+ 0,
+ 223,
+ 60,
+ 0,
+ 0,
+ 198,
+ 191,
+ 0,
+ 0,
+ 1,
+ 63,
+ 0,
+ 0,
+ 191,
+ 63,
+ 0,
+ 0,
+ 12,
+ 191,
+ 0,
+ 0,
+ 169,
+ 191,
+ 0,
+ 0,
+ 204,
+ 190,
+ 0,
+ 0,
+ 146,
+ 63,
+ 0,
+ 0,
+ 187,
+ 62,
+ 0,
+ 0,
+ 204,
+ 191,
+ 0,
+ 0,
+ 24,
+ 62,
+ 0,
+ 0,
+ 2,
+ 190,
+ 0,
+ 0,
+ 49,
+ 191,
+ 0,
+ 0,
+ 199,
+ 191,
+ 0,
+ 0,
+ 246,
+ 63,
+ 0,
+ 0,
+ 165,
+ 191,
+ 0,
+ 0,
+ 157,
+ 191,
+ 0,
+ 0,
+ 181,
+ 191,
+ 0,
+ 0,
+ 143,
+ 62,
+ 0,
+ 0,
+ 102,
+ 190,
+ 0,
+ 0,
+ 128,
+ 191,
+ 0,
+ 0,
+ 144,
+ 190,
+ 0,
+ 0,
+ 49,
+ 63,
+ 0,
+ 0,
+ 95,
+ 191,
+ 0,
+ 0,
+ 212,
+ 63,
+ 0,
+ 0,
+ 70,
+ 191,
+ 0,
+ 0,
+ 154,
+ 191,
+ 0,
+ 0,
+ 232,
+ 63,
+ 0,
+ 0,
+ 159,
+ 63,
+ 0,
+ 0,
+ 32,
+ 191,
+ 0,
+ 0,
+ 174,
+ 63,
+ 0,
+ 0,
+ 154,
+ 61,
+ 0,
+ 0,
+ 28,
+ 191,
+ 0,
+ 0,
+ 173,
+ 63,
+ 0,
+ 0,
+ 129,
+ 63,
+ 0,
+ 0,
+ 78,
+ 191,
+ 0,
+ 0,
+ 218,
+ 62,
+ 0,
+ 0,
+ 5,
+ 191,
+ 0,
+ 0,
+ 255,
+ 191,
+ 0,
+ 0,
+ 236,
+ 63,
+ 0,
+ 0,
+ 75,
+ 62,
+ 0,
+ 0,
+ 201,
+ 62,
+ 0,
+ 0,
+ 204,
+ 62,
+ 0,
+ 0,
+ 79,
+ 62,
+ 0,
+ 0,
+ 86,
+ 191,
+ 0,
+ 0,
+ 241,
+ 63,
+ 0,
+ 0,
+ 249,
+ 62,
+ 0,
+ 0,
+ 47,
+ 63,
+ 0,
+ 0,
+ 57,
+ 190,
+ 0,
+ 0,
+ 89,
+ 191,
+ 0,
+ 0,
+ 223,
+ 191,
+ 0,
+ 0,
+ 25,
+ 191,
+ 0,
+ 0,
+ 165,
+ 191,
+ 0,
+ 0,
+ 37,
+ 63,
+ 0,
+ 0,
+ 194,
+ 63,
+ 0,
+ 0,
+ 73,
+ 191,
+ 0,
+ 0,
+ 43,
+ 191,
+ 0,
+ 0,
+ 46,
+ 63,
+ 0,
+ 0,
+ 179,
+ 191,
+ 0,
+ 0,
+ 219,
+ 63,
+ 0,
+ 0,
+ 11,
+ 191,
+ 0,
+ 0,
+ 204,
+ 191,
+ 0,
+ 0,
+ 166,
+ 191,
+ 0,
+ 0,
+ 221,
+ 63,
+ 0,
+ 0,
+ 129,
+ 191,
+ 0,
+ 0,
+ 38,
+ 63,
+ 0,
+ 0,
+ 176,
+ 191,
+ 0,
+ 0,
+ 156,
+ 191,
+ 0,
+ 0,
+ 194,
+ 63,
+ 0,
+ 0,
+ 180,
+ 191,
+ 0,
+ 0,
+ 246,
+ 191,
+ 0,
+ 0,
+ 161,
+ 59,
+ 0,
+ 0,
+ 185,
+ 63,
+ 0,
+ 0,
+ 50,
+ 191
+ ]
+ },
+ {
+ name: "const-3",
+ shape: [
+ 2,
+ 41
+ ],
+ type: "BF16",
+ data: [
+ 0,
+ 0,
+ 190,
+ 191,
+ 0,
+ 0,
+ 246,
+ 63,
+ 0,
+ 0,
+ 52,
+ 63,
+ 0,
+ 0,
+ 179,
+ 63,
+ 0,
+ 0,
+ 129,
+ 63,
+ 0,
+ 0,
+ 75,
+ 63,
+ 0,
+ 0,
+ 236,
+ 190,
+ 0,
+ 0,
+ 51,
+ 191,
+ 0,
+ 0,
+ 94,
+ 63,
+ 0,
+ 0,
+ 93,
+ 63,
+ 0,
+ 0,
+ 230,
+ 63,
+ 0,
+ 0,
+ 140,
+ 62,
+ 0,
+ 0,
+ 82,
+ 191,
+ 0,
+ 0,
+ 43,
+ 189,
+ 0,
+ 0,
+ 232,
+ 62,
+ 0,
+ 0,
+ 150,
+ 190,
+ 0,
+ 0,
+ 149,
+ 63,
+ 0,
+ 0,
+ 173,
+ 62,
+ 0,
+ 0,
+ 251,
+ 191,
+ 0,
+ 0,
+ 143,
+ 62,
+ 0,
+ 0,
+ 8,
+ 63,
+ 0,
+ 0,
+ 212,
+ 63,
+ 0,
+ 0,
+ 176,
+ 190,
+ 0,
+ 0,
+ 152,
+ 62,
+ 0,
+ 0,
+ 204,
+ 189,
+ 0,
+ 0,
+ 1,
+ 62,
+ 0,
+ 0,
+ 221,
+ 191,
+ 0,
+ 0,
+ 203,
+ 63,
+ 0,
+ 0,
+ 210,
+ 63,
+ 0,
+ 0,
+ 68,
+ 62,
+ 0,
+ 0,
+ 103,
+ 62,
+ 0,
+ 0,
+ 226,
+ 191,
+ 0,
+ 0,
+ 200,
+ 62,
+ 0,
+ 0,
+ 145,
+ 190,
+ 0,
+ 0,
+ 86,
+ 63,
+ 0,
+ 0,
+ 231,
+ 191,
+ 0,
+ 0,
+ 87,
+ 63,
+ 0,
+ 0,
+ 90,
+ 191,
+ 0,
+ 0,
+ 27,
+ 63,
+ 0,
+ 0,
+ 2,
+ 63,
+ 0,
+ 0,
+ 139,
+ 191,
+ 0,
+ 0,
+ 115,
+ 190,
+ 0,
+ 0,
+ 171,
+ 63,
+ 0,
+ 0,
+ 216,
+ 62,
+ 0,
+ 0,
+ 220,
+ 191,
+ 0,
+ 0,
+ 105,
+ 190,
+ 0,
+ 0,
+ 64,
+ 191,
+ 0,
+ 0,
+ 17,
+ 63,
+ 0,
+ 0,
+ 234,
+ 62,
+ 0,
+ 0,
+ 250,
+ 191,
+ 0,
+ 0,
+ 220,
+ 62,
+ 0,
+ 0,
+ 112,
+ 63,
+ 0,
+ 0,
+ 137,
+ 63,
+ 0,
+ 0,
+ 225,
+ 191,
+ 0,
+ 0,
+ 73,
+ 191,
+ 0,
+ 0,
+ 161,
+ 190,
+ 0,
+ 0,
+ 163,
+ 191,
+ 0,
+ 0,
+ 162,
+ 190,
+ 0,
+ 0,
+ 219,
+ 191,
+ 0,
+ 0,
+ 198,
+ 191,
+ 0,
+ 0,
+ 44,
+ 63,
+ 0,
+ 0,
+ 115,
+ 191,
+ 0,
+ 0,
+ 88,
+ 63,
+ 0,
+ 0,
+ 231,
+ 191,
+ 0,
+ 0,
+ 128,
+ 62,
+ 0,
+ 0,
+ 222,
+ 190,
+ 0,
+ 0,
+ 152,
+ 63,
+ 0,
+ 0,
+ 145,
+ 63,
+ 0,
+ 0,
+ 254,
+ 190,
+ 0,
+ 0,
+ 251,
+ 62,
+ 0,
+ 0,
+ 139,
+ 191,
+ 0,
+ 0,
+ 164,
+ 62,
+ 0,
+ 0,
+ 214,
+ 191,
+ 0,
+ 0,
+ 133,
+ 190,
+ 0,
+ 0,
+ 162,
+ 191,
+ 0,
+ 0,
+ 196,
+ 63,
+ 0,
+ 0,
+ 97,
+ 190,
+ 0,
+ 0,
+ 185,
+ 62,
+ 0,
+ 0,
+ 14,
+ 191,
+ 0,
+ 0,
+ 88,
+ 191,
+ 0,
+ 0,
+ 152,
+ 191,
+ 0,
+ 0,
+ 210,
+ 63
+ ]
+ },
+ {
+ name: "const-4",
+ shape: [
+ 3,
+ 41
+ ],
+ type: "BF16",
+ data: [
+ 0,
+ 0,
+ 153,
+ 63,
+ 0,
+ 0,
+ 187,
+ 191,
+ 0,
+ 0,
+ 124,
+ 63,
+ 0,
+ 0,
+ 166,
+ 190,
+ 0,
+ 0,
+ 248,
+ 191,
+ 0,
+ 0,
+ 232,
+ 61,
+ 0,
+ 0,
+ 189,
+ 191,
+ 0,
+ 0,
+ 148,
+ 191,
+ 0,
+ 0,
+ 72,
+ 63,
+ 0,
+ 0,
+ 120,
+ 191,
+ 0,
+ 0,
+ 200,
+ 63,
+ 0,
+ 0,
+ 32,
+ 63,
+ 0,
+ 0,
+ 170,
+ 63,
+ 0,
+ 0,
+ 235,
+ 62,
+ 0,
+ 0,
+ 188,
+ 63,
+ 0,
+ 0,
+ 13,
+ 191,
+ 0,
+ 0,
+ 73,
+ 62,
+ 0,
+ 0,
+ 130,
+ 61,
+ 0,
+ 0,
+ 206,
+ 63,
+ 0,
+ 0,
+ 171,
+ 191,
+ 0,
+ 0,
+ 159,
+ 62,
+ 0,
+ 0,
+ 130,
+ 63,
+ 0,
+ 0,
+ 5,
+ 191,
+ 0,
+ 0,
+ 188,
+ 63,
+ 0,
+ 0,
+ 2,
+ 191,
+ 0,
+ 0,
+ 167,
+ 191,
+ 0,
+ 0,
+ 172,
+ 62,
+ 0,
+ 0,
+ 162,
+ 190,
+ 0,
+ 0,
+ 248,
+ 191,
+ 0,
+ 0,
+ 220,
+ 191,
+ 0,
+ 0,
+ 156,
+ 191,
+ 0,
+ 0,
+ 137,
+ 63,
+ 0,
+ 0,
+ 200,
+ 63,
+ 0,
+ 0,
+ 58,
+ 62,
+ 0,
+ 0,
+ 201,
+ 191,
+ 0,
+ 0,
+ 12,
+ 62,
+ 0,
+ 0,
+ 182,
+ 63,
+ 0,
+ 0,
+ 127,
+ 63,
+ 0,
+ 0,
+ 85,
+ 191,
+ 0,
+ 0,
+ 192,
+ 191,
+ 0,
+ 0,
+ 205,
+ 63,
+ 0,
+ 0,
+ 181,
+ 63,
+ 0,
+ 0,
+ 228,
+ 191,
+ 0,
+ 0,
+ 165,
+ 63,
+ 0,
+ 0,
+ 206,
+ 191,
+ 0,
+ 0,
+ 223,
+ 191,
+ 0,
+ 0,
+ 132,
+ 63,
+ 0,
+ 0,
+ 20,
+ 62,
+ 0,
+ 0,
+ 175,
+ 190,
+ 0,
+ 0,
+ 206,
+ 63,
+ 0,
+ 0,
+ 173,
+ 63,
+ 0,
+ 0,
+ 226,
+ 191,
+ 0,
+ 0,
+ 237,
+ 62,
+ 0,
+ 0,
+ 139,
+ 63,
+ 0,
+ 0,
+ 78,
+ 62,
+ 0,
+ 0,
+ 247,
+ 63,
+ 0,
+ 0,
+ 62,
+ 63,
+ 0,
+ 0,
+ 202,
+ 191,
+ 0,
+ 0,
+ 154,
+ 191,
+ 0,
+ 0,
+ 167,
+ 63,
+ 0,
+ 0,
+ 254,
+ 63,
+ 0,
+ 0,
+ 205,
+ 191,
+ 0,
+ 0,
+ 204,
+ 191,
+ 0,
+ 0,
+ 134,
+ 63,
+ 0,
+ 0,
+ 223,
+ 191,
+ 0,
+ 0,
+ 220,
+ 191,
+ 0,
+ 0,
+ 199,
+ 63,
+ 0,
+ 0,
+ 153,
+ 63,
+ 0,
+ 0,
+ 195,
+ 63,
+ 0,
+ 0,
+ 26,
+ 63,
+ 0,
+ 0,
+ 53,
+ 191,
+ 0,
+ 0,
+ 208,
+ 63,
+ 0,
+ 0,
+ 78,
+ 191,
+ 0,
+ 0,
+ 101,
+ 191,
+ 0,
+ 0,
+ 197,
+ 63,
+ 0,
+ 0,
+ 57,
+ 63,
+ 0,
+ 0,
+ 202,
+ 63,
+ 0,
+ 0,
+ 176,
+ 191,
+ 0,
+ 0,
+ 231,
+ 63,
+ 0,
+ 0,
+ 230,
+ 62,
+ 0,
+ 0,
+ 44,
+ 63,
+ 0,
+ 0,
+ 211,
+ 63,
+ 0,
+ 0,
+ 244,
+ 190,
+ 0,
+ 0,
+ 96,
+ 63,
+ 0,
+ 0,
+ 15,
+ 63,
+ 0,
+ 0,
+ 147,
+ 63,
+ 0,
+ 0,
+ 203,
+ 63,
+ 0,
+ 0,
+ 56,
+ 63,
+ 0,
+ 0,
+ 221,
+ 191,
+ 0,
+ 0,
+ 162,
+ 191,
+ 0,
+ 0,
+ 232,
+ 63,
+ 0,
+ 0,
+ 239,
+ 63,
+ 0,
+ 0,
+ 239,
+ 63,
+ 0,
+ 0,
+ 237,
+ 191,
+ 0,
+ 0,
+ 240,
+ 190,
+ 0,
+ 0,
+ 132,
+ 63,
+ 0,
+ 0,
+ 129,
+ 63,
+ 0,
+ 0,
+ 212,
+ 191,
+ 0,
+ 0,
+ 224,
+ 62,
+ 0,
+ 0,
+ 182,
+ 191,
+ 0,
+ 0,
+ 222,
+ 188,
+ 0,
+ 0,
+ 133,
+ 191,
+ 0,
+ 0,
+ 228,
+ 191,
+ 0,
+ 0,
+ 215,
+ 191,
+ 0,
+ 0,
+ 210,
+ 63,
+ 0,
+ 0,
+ 122,
+ 63,
+ 0,
+ 0,
+ 221,
+ 63,
+ 0,
+ 0,
+ 245,
+ 189,
+ 0,
+ 0,
+ 177,
+ 190,
+ 0,
+ 0,
+ 16,
+ 191,
+ 0,
+ 0,
+ 238,
+ 62,
+ 0,
+ 0,
+ 24,
+ 191,
+ 0,
+ 0,
+ 124,
+ 63,
+ 0,
+ 0,
+ 154,
+ 63,
+ 0,
+ 0,
+ 192,
+ 63,
+ 0,
+ 0,
+ 131,
+ 191,
+ 0,
+ 0,
+ 221,
+ 61,
+ 0,
+ 0,
+ 141,
+ 191,
+ 0,
+ 0,
+ 236,
+ 191,
+ 0,
+ 0,
+ 84,
+ 63,
+ 0,
+ 0,
+ 72,
+ 62,
+ 0,
+ 0,
+ 101,
+ 63,
+ 0,
+ 0,
+ 211,
+ 191
+ ]
+ },
+ {
+ name: "result-0",
+ shape: [
+ 40,
+ 41
+ ],
+ type: "BF16"
+ }
+ ],
+ inputs: [
+ "input-0",
+ "input-1"
+ ],
+ outputs: [
+ "result-0"
+ ]
+ }
+ ]
+}