Create MI tests for Tensors: DEPTHWISE_CONV2D

Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I1f414a68c4f532b3315ec5ffab932dd3d70407b5

3 files changed, 303 insertions, 0 deletions

diff --git a/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_StrideSmallerOne_1x6x2x6_f16xf16_accf16_st-2-2_pad1001_dilat12/desc.json b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_StrideSmallerOne_1x6x2x6_f16xf16_accf16_st-2-2_pad1001_dilat12/desc.json
new file mode 100644
index 000000000..59c8fbad4
--- /dev/null
+++ b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_StrideSmallerOne_1x6x2x6_f16xf16_accf16_st-2-2_pad1001_dilat12/desc.json
@@ -0,0 +1,21 @@
+{
+  "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": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "At least one stride dimension is smaller than zero",
+  "profile": [
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_StrideSmallerOne_1x6x2x6_f16xf16_accf16_st-2-2_pad1001_dilat12/input-0.json b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_StrideSmallerOne_1x6x2x6_f16xf16_accf16_st-2-2_pad1001_dilat12/input-0.json
new file mode 100644
index 000000000..cb387c3b2
--- /dev/null
+++ b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_StrideSmallerOne_1x6x2x6_f16xf16_accf16_st-2-2_pad1001_dilat12/input-0.json
@@ -0,0 +1,115 @@
+{
+  "type": "float16",
+  "data": [
+    [
+      [
+        [
+          0.54931640625,
+          0.5498046875,
+          0.6025390625,
+          0.05548095703125,
+          0.1685791015625,
+          0.1611328125
+        ],
+        [
+          0.302001953125,
+          0.1448974609375,
+          0.921875,
+          0.51318359375,
+          0.62353515625,
+          0.357421875
+        ]
+      ],
+      [
+        [
+          0.2763671875,
+          0.50341796875,
+          0.29443359375,
+          0.34375,
+          0.45263671875,
+          0.505859375
+        ],
+        [
+          0.984375,
+          0.2232666015625,
+          0.488037109375,
+          0.1495361328125,
+          0.35009765625,
+          0.71728515625
+        ]
+      ],
+      [
+        [
+          0.1744384765625,
+          0.58154296875,
+          0.416748046875,
+          0.05157470703125,
+          0.93310546875,
+          0.41357421875
+        ],
+        [
+          0.78369140625,
+          0.416259765625,
+          0.9375,
+          0.29052734375,
+          0.412109375,
+          0.7587890625
+        ]
+      ],
+      [
+        [
+          0.34375,
+          0.3642578125,
+          0.99462890625,
+          0.5556640625,
+          0.689453125,
+          0.6435546875
+        ],
+        [
+          0.828125,
+          0.86181640625,
+          0.5634765625,
+          0.294677734375,
+          0.022796630859375,
+          0.6142578125
+        ]
+      ],
+      [
+        [
+          0.82568359375,
+          0.450439453125,
+          0.1646728515625,
+          0.2880859375,
+          0.509765625,
+          0.8369140625
+        ],
+        [
+          0.1717529296875,
+          0.6123046875,
+          0.75341796875,
+          0.93603515625,
+          0.11669921875,
+          0.92626953125
+        ]
+      ],
+      [
+        [
+          0.6015625,
+          0.7666015625,
+          0.05377197265625,
+          0.50634765625,
+          0.62255859375,
+          0.306884765625
+        ],
+        [
+          0.431640625,
+          0.55419921875,
+          0.552734375,
+          0.0418701171875,
+          0.439453125,
+          0.2138671875
+        ]
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_StrideSmallerOne_1x6x2x6_f16xf16_accf16_st-2-2_pad1001_dilat12/test.json b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_StrideSmallerOne_1x6x2x6_f16xf16_accf16_st-2-2_pad1001_dilat12/test.json
new file mode 100644
index 000000000..7edfdd17b
--- /dev/null
+++ b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_StrideSmallerOne_1x6x2x6_f16xf16_accf16_st-2-2_pad1001_dilat12/test.json
@@ -0,0 +1,167 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "CONST",
+              attribute_type: "NONE",
+              inputs: [
+
+              ],
+              outputs: [
+                "const-1"
+              ]
+            },
+            {
+              op: "CONST",
+              attribute_type: "NONE",
+              inputs: [
+
+              ],
+              outputs: [
+                "const-2"
+              ]
+            },
+            {
+              op: "DEPTHWISE_CONV2D",
+              attribute_type: "ConvAttribute",
+              attribute: {
+                pad: [
+                  1,
+                  0,
+                  0,
+                  1
+                ],
+                stride: [
+                  -2,
+                  -2
+                ],
+                dilation: [
+                  1,
+                  2
+                ],
+                input_zp: 0,
+                weight_zp: 0
+              },
+              inputs: [
+                "input-0",
+                "const-1",
+                "const-2"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                1,
+                6,
+                2,
+                6
+              ],
+              type: "FP16"
+            },
+            {
+              name: "const-1",
+              shape: [
+                1,
+                1,
+                6,
+                2
+              ],
+              type: "FP16",
+              data: [
+                85,
+                59,
+                208,
+                59,
+                203,
+                52,
+                155,
+                49,
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+                51,
+                165,
+                55,
+                255,
+                58,
+                0,
+                56,
+                23,
+                43,
+                27,
+                41,
+                71,
+                51,
+                190,
+                58
+              ]
+            },
+            {
+              name: "const-2",
+              shape: [
+                12
+              ],
+              type: "FP16",
+              data: [
+                249,
+                56,
+                129,
+                56,
+                26,
+                53,
+                111,
+                59,
+                77,
+                53,
+                174,
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+                55,
+                40,
+                59,
+                110,
+                52,
+                68,
+                57,
+                161,
+                45
+              ]
+            },
+            {
+              name: "result-0",
+              shape: [
+                1,
+                -2,
+                0,
+                12
+              ],
+              type: "FP16"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}