Create MI tests for Data Nodes: CONST, IDENTITY

Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I80ad9bad5c3a88892c325477a9d7178f4f8c7d9c

4 files changed, 994 insertions, 0 deletions

diff --git a/operators/data_nodes/identity/identity_57x6_bf16/Conformance-result-0.json b/operators/data_nodes/identity/identity_57x6_bf16/Conformance-result-0.json
new file mode 100644
index 000000000..29e8c7351
--- /dev/null
+++ b/operators/data_nodes/identity/identity_57x6_bf16/Conformance-result-0.json
@@ -0,0 +1,461 @@
+{
+  "type": "float32",
+  "data": [
+    [
+      -1.015625,
+      -1.3515625,
+      1.7578125,
+      1.546875,
+      1.109375,
+      0.0703125
+    ],
+    [
+      -0.037353515625,
+      0.11865234375,
+      0.1455078125,
+      -0.26171875,
+      -1.46875,
+      -1.4921875
+    ],
+    [
+      1.8046875,
+      -0.07177734375,
+      1.8125,
+      -1.34375,
+      0.216796875,
+      -1.1640625
+    ],
+    [
+      -0.984375,
+      -1.875,
+      -1.5234375,
+      1.6640625,
+      -0.7109375,
+      0.431640625
+    ],
+    [
+      -0.1396484375,
+      -0.396484375,
+      0.126953125,
+      -1.25,
+      1.953125,
+      1.265625
+    ],
+    [
+      0.96484375,
+      -0.12451171875,
+      -1.3828125,
+      1.6796875,
+      -0.6328125,
+      -1.796875
+    ],
+    [
+      -0.62890625,
+      1.171875,
+      0.490234375,
+      1.0,
+      1.171875,
+      -1.1484375
+    ],
+    [
+      1.6875,
+      -0.2470703125,
+      0.5546875,
+      -1.984375,
+      1.96875,
+      -0.875
+    ],
+    [
+      -1.75,
+      -0.166015625,
+      -1.4765625,
+      -1.390625,
+      0.52734375,
+      -0.427734375
+    ],
+    [
+      1.6796875,
+      -0.72265625,
+      0.90234375,
+      -0.1552734375,
+      0.63671875,
+      0.3984375
+    ],
+    [
+      -0.1083984375,
+      1.796875,
+      -0.62890625,
+      -1.2890625,
+      0.7109375,
+      1.3828125
+    ],
+    [
+      -1.8359375,
+      -0.201171875,
+      1.5625,
+      0.99609375,
+      1.9609375,
+      0.125
+    ],
+    [
+      0.63671875,
+      -0.7890625,
+      1.7890625,
+      -0.53125,
+      0.953125,
+      -0.38671875
+    ],
+    [
+      0.2470703125,
+      0.87890625,
+      0.03564453125,
+      1.625,
+      -0.322265625,
+      0.5859375
+    ],
+    [
+      -0.62890625,
+      -0.3671875,
+      -0.2392578125,
+      -1.4921875,
+      -1.6328125,
+      0.66796875
+    ],
+    [
+      0.62109375,
+      0.6484375,
+      -1.9140625,
+      -0.69140625,
+      -1.203125,
+      1.109375
+    ],
+    [
+      1.4375,
+      -1.0078125,
+      0.66796875,
+      -1.4765625,
+      -0.8984375,
+      -1.4453125
+    ],
+    [
+      -0.86328125,
+      0.6953125,
+      1.640625,
+      -1.1875,
+      0.16796875,
+      0.8046875
+    ],
+    [
+      1.8046875,
+      0.439453125,
+      -0.9765625,
+      0.5,
+      -0.71484375,
+      1.8984375
+    ],
+    [
+      -0.400390625,
+      0.73828125,
+      -1.90625,
+      -0.3984375,
+      1.5,
+      0.439453125
+    ],
+    [
+      -0.2236328125,
+      1.7421875,
+      1.4140625,
+      -0.7109375,
+      0.177734375,
+      -0.04052734375
+    ],
+    [
+      0.52734375,
+      -0.66015625,
+      -1.015625,
+      1.6484375,
+      1.6953125,
+      1.3671875
+    ],
+    [
+      1.90625,
+      0.9765625,
+      1.0546875,
+      1.046875,
+      -0.0771484375,
+      -0.173828125
+    ],
+    [
+      -1.0390625,
+      0.578125,
+      -0.83984375,
+      -0.96875,
+      0.34375,
+      -0.359375
+    ],
+    [
+      -1.1171875,
+      1.2578125,
+      1.4375,
+      -1.328125,
+      -1.96875,
+      -0.65234375
+    ],
+    [
+      1.1875,
+      1.3515625,
+      -1.4453125,
+      1.09375,
+      -1.53125,
+      -0.439453125
+    ],
+    [
+      1.9921875,
+      -1.2265625,
+      -1.3828125,
+      -0.30859375,
+      0.478515625,
+      1.7265625
+    ],
+    [
+      1.921875,
+      -1.71875,
+      -1.4453125,
+      1.15625,
+      -0.9140625,
+      1.5390625
+    ],
+    [
+      0.65234375,
+      -1.546875,
+      1.328125,
+      -1.2890625,
+      -0.3046875,
+      0.2080078125
+    ],
+    [
+      0.0030517578125,
+      0.7421875,
+      0.609375,
+      1.9609375,
+      1.9921875,
+      0.0654296875
+    ],
+    [
+      -1.6171875,
+      0.91015625,
+      1.90625,
+      -0.7265625,
+      -0.154296875,
+      -0.30078125
+    ],
+    [
+      -1.7890625,
+      0.6875,
+      -0.5859375,
+      1.1484375,
+      1.328125,
+      1.28125
+    ],
+    [
+      -0.33203125,
+      -0.7109375,
+      0.9921875,
+      1.203125,
+      -0.034912109375,
+      1.5703125
+    ],
+    [
+      -1.421875,
+      1.515625,
+      -1.609375,
+      -1.3828125,
+      0.134765625,
+      -1.7265625
+    ],
+    [
+      -1.78125,
+      -1.9921875,
+      -0.25390625,
+      1.09375,
+      -1.859375,
+      0.60546875
+    ],
+    [
+      1.2890625,
+      -1.3203125,
+      -1.40625,
+      1.4375,
+      1.2890625,
+      0.1552734375
+    ],
+    [
+      1.2734375,
+      -1.625,
+      -0.421875,
+      0.94921875,
+      -0.96875,
+      1.0078125
+    ],
+    [
+      0.0166015625,
+      1.0,
+      -0.140625,
+      -0.52734375,
+      -1.1171875,
+      -1.1640625
+    ],
+    [
+      1.0,
+      -1.5234375,
+      -1.6484375,
+      -1.2890625,
+      -1.296875,
+      1.2890625
+    ],
+    [
+      -0.404296875,
+      1.9609375,
+      -1.4453125,
+      0.61328125,
+      -0.205078125,
+      -0.427734375
+    ],
+    [
+      1.5,
+      1.8984375,
+      1.484375,
+      -1.2265625,
+      -1.109375,
+      0.62109375
+    ],
+    [
+      -0.83984375,
+      0.9375,
+      0.265625,
+      0.203125,
+      1.3125,
+      0.83984375
+    ],
+    [
+      -1.890625,
+      -1.796875,
+      0.404296875,
+      -0.05517578125,
+      -0.95703125,
+      -0.32421875
+    ],
+    [
+      1.03125,
+      1.3046875,
+      0.244140625,
+      -0.45703125,
+      -0.9140625,
+      0.08740234375
+    ],
+    [
+      -0.73828125,
+      0.255859375,
+      0.703125,
+      -1.734375,
+      -1.9921875,
+      -1.1484375
+    ],
+    [
+      1.5703125,
+      0.58203125,
+      -1.3046875,
+      1.5546875,
+      -0.1201171875,
+      -0.09521484375
+    ],
+    [
+      1.734375,
+      -1.7578125,
+      -1.1328125,
+      0.341796875,
+      -1.2109375,
+      0.71484375
+    ],
+    [
+      -1.140625,
+      -1.6015625,
+      -1.171875,
+      -0.30859375,
+      -1.2890625,
+      -1.4609375
+    ],
+    [
+      1.4375,
+      -0.71484375,
+      -0.5546875,
+      -1.7734375,
+      -0.5703125,
+      -0.9375
+    ],
+    [
+      0.44140625,
+      -1.171875,
+      1.546875,
+      1.7109375,
+      -1.59375,
+      -1.5703125
+    ],
+    [
+      -1.53125,
+      0.4765625,
+      -1.5078125,
+      1.40625,
+      1.015625,
+      1.2734375
+    ],
+    [
+      0.10400390625,
+      1.984375,
+      -1.8203125,
+      -0.39453125,
+      -0.703125,
+      1.7890625
+    ],
+    [
+      0.306640625,
+      1.21875,
+      -1.3125,
+      1.9140625,
+      -0.00543212890625,
+      -0.0252685546875
+    ],
+    [
+      1.8828125,
+      -0.4765625,
+      -0.408203125,
+      0.337890625,
+      -1.484375,
+      -0.71484375
+    ],
+    [
+      -1.2265625,
+      -1.5859375,
+      1.4609375,
+      0.35546875,
+      -0.5625,
+      -0.365234375
+    ],
+    [
+      -0.2734375,
+      0.53125,
+      1.703125,
+      1.7265625,
+      -0.43359375,
+      -0.6796875
+    ],
+    [
+      -0.1953125,
+      0.271484375,
+      -0.15234375,
+      0.6328125,
+      0.216796875,
+      -0.71484375
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_nodes/identity/identity_57x6_bf16/desc.json b/operators/data_nodes/identity/identity_57x6_bf16/desc.json
new file mode 100644
index 000000000..d418e4060
--- /dev/null
+++ b/operators/data_nodes/identity/identity_57x6_bf16/desc.json
@@ -0,0 +1,23 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.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_nodes/identity/identity_57x6_bf16/input-0.json b/operators/data_nodes/identity/identity_57x6_bf16/input-0.json
new file mode 100644
index 000000000..29e8c7351
--- /dev/null
+++ b/operators/data_nodes/identity/identity_57x6_bf16/input-0.json
@@ -0,0 +1,461 @@
+{
+  "type": "float32",
+  "data": [
+    [
+      -1.015625,
+      -1.3515625,
+      1.7578125,
+      1.546875,
+      1.109375,
+      0.0703125
+    ],
+    [
+      -0.037353515625,
+      0.11865234375,
+      0.1455078125,
+      -0.26171875,
+      -1.46875,
+      -1.4921875
+    ],
+    [
+      1.8046875,
+      -0.07177734375,
+      1.8125,
+      -1.34375,
+      0.216796875,
+      -1.1640625
+    ],
+    [
+      -0.984375,
+      -1.875,
+      -1.5234375,
+      1.6640625,
+      -0.7109375,
+      0.431640625
+    ],
+    [
+      -0.1396484375,
+      -0.396484375,
+      0.126953125,
+      -1.25,
+      1.953125,
+      1.265625
+    ],
+    [
+      0.96484375,
+      -0.12451171875,
+      -1.3828125,
+      1.6796875,
+      -0.6328125,
+      -1.796875
+    ],
+    [
+      -0.62890625,
+      1.171875,
+      0.490234375,
+      1.0,
+      1.171875,
+      -1.1484375
+    ],
+    [
+      1.6875,
+      -0.2470703125,
+      0.5546875,
+      -1.984375,
+      1.96875,
+      -0.875
+    ],
+    [
+      -1.75,
+      -0.166015625,
+      -1.4765625,
+      -1.390625,
+      0.52734375,
+      -0.427734375
+    ],
+    [
+      1.6796875,
+      -0.72265625,
+      0.90234375,
+      -0.1552734375,
+      0.63671875,
+      0.3984375
+    ],
+    [
+      -0.1083984375,
+      1.796875,
+      -0.62890625,
+      -1.2890625,
+      0.7109375,
+      1.3828125
+    ],
+    [
+      -1.8359375,
+      -0.201171875,
+      1.5625,
+      0.99609375,
+      1.9609375,
+      0.125
+    ],
+    [
+      0.63671875,
+      -0.7890625,
+      1.7890625,
+      -0.53125,
+      0.953125,
+      -0.38671875
+    ],
+    [
+      0.2470703125,
+      0.87890625,
+      0.03564453125,
+      1.625,
+      -0.322265625,
+      0.5859375
+    ],
+    [
+      -0.62890625,
+      -0.3671875,
+      -0.2392578125,
+      -1.4921875,
+      -1.6328125,
+      0.66796875
+    ],
+    [
+      0.62109375,
+      0.6484375,
+      -1.9140625,
+      -0.69140625,
+      -1.203125,
+      1.109375
+    ],
+    [
+      1.4375,
+      -1.0078125,
+      0.66796875,
+      -1.4765625,
+      -0.8984375,
+      -1.4453125
+    ],
+    [
+      -0.86328125,
+      0.6953125,
+      1.640625,
+      -1.1875,
+      0.16796875,
+      0.8046875
+    ],
+    [
+      1.8046875,
+      0.439453125,
+      -0.9765625,
+      0.5,
+      -0.71484375,
+      1.8984375
+    ],
+    [
+      -0.400390625,
+      0.73828125,
+      -1.90625,
+      -0.3984375,
+      1.5,
+      0.439453125
+    ],
+    [
+      -0.2236328125,
+      1.7421875,
+      1.4140625,
+      -0.7109375,
+      0.177734375,
+      -0.04052734375
+    ],
+    [
+      0.52734375,
+      -0.66015625,
+      -1.015625,
+      1.6484375,
+      1.6953125,
+      1.3671875
+    ],
+    [
+      1.90625,
+      0.9765625,
+      1.0546875,
+      1.046875,
+      -0.0771484375,
+      -0.173828125
+    ],
+    [
+      -1.0390625,
+      0.578125,
+      -0.83984375,
+      -0.96875,
+      0.34375,
+      -0.359375
+    ],
+    [
+      -1.1171875,
+      1.2578125,
+      1.4375,
+      -1.328125,
+      -1.96875,
+      -0.65234375
+    ],
+    [
+      1.1875,
+      1.3515625,
+      -1.4453125,
+      1.09375,
+      -1.53125,
+      -0.439453125
+    ],
+    [
+      1.9921875,
+      -1.2265625,
+      -1.3828125,
+      -0.30859375,
+      0.478515625,
+      1.7265625
+    ],
+    [
+      1.921875,
+      -1.71875,
+      -1.4453125,
+      1.15625,
+      -0.9140625,
+      1.5390625
+    ],
+    [
+      0.65234375,
+      -1.546875,
+      1.328125,
+      -1.2890625,
+      -0.3046875,
+      0.2080078125
+    ],
+    [
+      0.0030517578125,
+      0.7421875,
+      0.609375,
+      1.9609375,
+      1.9921875,
+      0.0654296875
+    ],
+    [
+      -1.6171875,
+      0.91015625,
+      1.90625,
+      -0.7265625,
+      -0.154296875,
+      -0.30078125
+    ],
+    [
+      -1.7890625,
+      0.6875,
+      -0.5859375,
+      1.1484375,
+      1.328125,
+      1.28125
+    ],
+    [
+      -0.33203125,
+      -0.7109375,
+      0.9921875,
+      1.203125,
+      -0.034912109375,
+      1.5703125
+    ],
+    [
+      -1.421875,
+      1.515625,
+      -1.609375,
+      -1.3828125,
+      0.134765625,
+      -1.7265625
+    ],
+    [
+      -1.78125,
+      -1.9921875,
+      -0.25390625,
+      1.09375,
+      -1.859375,
+      0.60546875
+    ],
+    [
+      1.2890625,
+      -1.3203125,
+      -1.40625,
+      1.4375,
+      1.2890625,
+      0.1552734375
+    ],
+    [
+      1.2734375,
+      -1.625,
+      -0.421875,
+      0.94921875,
+      -0.96875,
+      1.0078125
+    ],
+    [
+      0.0166015625,
+      1.0,
+      -0.140625,
+      -0.52734375,
+      -1.1171875,
+      -1.1640625
+    ],
+    [
+      1.0,
+      -1.5234375,
+      -1.6484375,
+      -1.2890625,
+      -1.296875,
+      1.2890625
+    ],
+    [
+      -0.404296875,
+      1.9609375,
+      -1.4453125,
+      0.61328125,
+      -0.205078125,
+      -0.427734375
+    ],
+    [
+      1.5,
+      1.8984375,
+      1.484375,
+      -1.2265625,
+      -1.109375,
+      0.62109375
+    ],
+    [
+      -0.83984375,
+      0.9375,
+      0.265625,
+      0.203125,
+      1.3125,
+      0.83984375
+    ],
+    [
+      -1.890625,
+      -1.796875,
+      0.404296875,
+      -0.05517578125,
+      -0.95703125,
+      -0.32421875
+    ],
+    [
+      1.03125,
+      1.3046875,
+      0.244140625,
+      -0.45703125,
+      -0.9140625,
+      0.08740234375
+    ],
+    [
+      -0.73828125,
+      0.255859375,
+      0.703125,
+      -1.734375,
+      -1.9921875,
+      -1.1484375
+    ],
+    [
+      1.5703125,
+      0.58203125,
+      -1.3046875,
+      1.5546875,
+      -0.1201171875,
+      -0.09521484375
+    ],
+    [
+      1.734375,
+      -1.7578125,
+      -1.1328125,
+      0.341796875,
+      -1.2109375,
+      0.71484375
+    ],
+    [
+      -1.140625,
+      -1.6015625,
+      -1.171875,
+      -0.30859375,
+      -1.2890625,
+      -1.4609375
+    ],
+    [
+      1.4375,
+      -0.71484375,
+      -0.5546875,
+      -1.7734375,
+      -0.5703125,
+      -0.9375
+    ],
+    [
+      0.44140625,
+      -1.171875,
+      1.546875,
+      1.7109375,
+      -1.59375,
+      -1.5703125
+    ],
+    [
+      -1.53125,
+      0.4765625,
+      -1.5078125,
+      1.40625,
+      1.015625,
+      1.2734375
+    ],
+    [
+      0.10400390625,
+      1.984375,
+      -1.8203125,
+      -0.39453125,
+      -0.703125,
+      1.7890625
+    ],
+    [
+      0.306640625,
+      1.21875,
+      -1.3125,
+      1.9140625,
+      -0.00543212890625,
+      -0.0252685546875
+    ],
+    [
+      1.8828125,
+      -0.4765625,
+      -0.408203125,
+      0.337890625,
+      -1.484375,
+      -0.71484375
+    ],
+    [
+      -1.2265625,
+      -1.5859375,
+      1.4609375,
+      0.35546875,
+      -0.5625,
+      -0.365234375
+    ],
+    [
+      -0.2734375,
+      0.53125,
+      1.703125,
+      1.7265625,
+      -0.43359375,
+      -0.6796875
+    ],
+    [
+      -0.1953125,
+      0.271484375,
+      -0.15234375,
+      0.6328125,
+      0.216796875,
+      -0.71484375
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_nodes/identity/identity_57x6_bf16/test.json b/operators/data_nodes/identity/identity_57x6_bf16/test.json
new file mode 100644
index 000000000..c90b9d4ab
--- /dev/null
+++ b/operators/data_nodes/identity/identity_57x6_bf16/test.json
@@ -0,0 +1,49 @@
+{
+  version: {
+    _major: 0,
+    _minor: 41,
+    _patch: 0,
+    _draft: true
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "IDENTITY",
+          attribute_type: "NONE",
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "input-0",
+          shape: [
+            57,
+            6
+          ],
+          type: "BF16"
+        },
+        {
+          name: "result-0",
+          shape: [
+            57,
+            6
+          ],
+          type: "BF16"
+        }
+      ],
+      inputs: [
+        "input-0"
+      ],
+      outputs: [
+        "result-0"
+      ]
+    }
+  ]
+}