Create MI tests for Tensors: DEPTHWISE_CONV2D

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

3 files changed, 311 insertions, 0 deletions

diff --git a/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_DilationSmallerOne_1x2x4x9_f32xf32_accf32_st11_pad0000_dilat00/desc.json b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_DilationSmallerOne_1x2x4x9_f32xf32_accf32_st11_pad0000_dilat00/desc.json
new file mode 100644
index 000000000..1700680f6
--- /dev/null
+++ b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_DilationSmallerOne_1x2x4x9_f32xf32_accf32_st11_pad0000_dilat00/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 dilation is smaller than one",
+  "profile": [
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_DilationSmallerOne_1x2x4x9_f32xf32_accf32_st11_pad0000_dilat00/input-0.json b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_DilationSmallerOne_1x2x4x9_f32xf32_accf32_st11_pad0000_dilat00/input-0.json
new file mode 100644
index 000000000..9c35a61d3
--- /dev/null
+++ b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_DilationSmallerOne_1x2x4x9_f32xf32_accf32_st11_pad0000_dilat00/input-0.json
@@ -0,0 +1,99 @@
+{
+  "type": "float32",
+  "data": [
+    [
+      [
+        [
+          0.5494677424430847,
+          0.09639348834753036,
+          0.8739916086196899,
+          0.5126132369041443,
+          0.4733610153198242,
+          0.1984393298625946,
+          0.3769938051700592,
+          0.33282485604286194,
+          0.2707356810569763
+        ],
+        [
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+          0.8891977071762085,
+          0.9413439631462097,
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+          0.9948614239692688,
+          0.8636000752449036
+        ],
+        [
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+          0.6016383767127991
+        ],
+        [
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+          0.7344338297843933,
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+          0.3321175277233124,
+          0.826262891292572,
+          0.7155439853668213,
+          0.1282973289489746,
+          0.19514422118663788
+        ]
+      ],
+      [
+        [
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+          0.1764022707939148,
+          0.7124966382980347
+        ],
+        [
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+          0.3115581274032593,
+          0.2234986275434494,
+          0.785206139087677,
+          0.9598138332366943,
+          0.49249985814094543,
+          0.042030639946460724,
+          0.260569304227829,
+          0.1580502837896347
+        ],
+        [
+          0.842762291431427,
+          0.08485398441553116,
+          0.9664762616157532,
+          0.5885137915611267,
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+          0.8473505973815918,
+          0.027547622099518776,
+          0.7771527767181396,
+          0.1166040450334549
+        ],
+        [
+          0.840778112411499,
+          0.5291762351989746,
+          0.06112940236926079,
+          0.833245038986206,
+          0.027314117178320885,
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+          0.797824501991272,
+          0.4648711383342743,
+          0.8813887238502502
+        ]
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_DilationSmallerOne_1x2x4x9_f32xf32_accf32_st11_pad0000_dilat00/test.json b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_DilationSmallerOne_1x2x4x9_f32xf32_accf32_st11_pad0000_dilat00/test.json
new file mode 100644
index 000000000..9b8966668
--- /dev/null
+++ b/operators/tensor/depthwise_conv2d_1x1/depthwise_conv2d_1x1_ERRORIF_DilationSmallerOne_1x2x4x9_f32xf32_accf32_st11_pad0000_dilat00/test.json
@@ -0,0 +1,191 @@
+{
+  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: [
+                  0,
+                  0,
+                  0,
+                  0
+                ],
+                stride: [
+                  1,
+                  1
+                ],
+                dilation: [
+                  0,
+                  0
+                ],
+                input_zp: 0,
+                weight_zp: 0
+              },
+              inputs: [
+                "input-0",
+                "const-1",
+                "const-2"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                1,
+                2,
+                4,
+                9
+              ],
+              type: "FP32"
+            },
+            {
+              name: "const-1",
+              shape: [
+                1,
+                1,
+                9,
+                1
+              ],
+              type: "FP32",
+              data: [
+                126,
+                171,
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+                61,
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+                28,
+                142,
+                139,
+                62,
+                114,
+                61,
+                135,
+                62
+              ]
+            },
+            {
+              name: "const-2",
+              shape: [
+                9
+              ],
+              type: "FP32",
+              data: [
+                205,
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+                204,
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+              ]
+            },
+            {
+              name: "result-0",
+              shape: [
+                1,
+                2,
+                4,
+                9
+              ],
+              type: "FP32"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}