Adding GpuAdd to dynamic fusion operators

- Provide support for Add operator
- Auto initialize the destination tensor before testing fusion in conv2d
and elementwise binary ops.

Resolves: COMPMID-5518
Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com>
Change-Id: Ibd815020f02b57f88eea7c2921bdcf98605d99c5
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8617
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 70 insertions, 0 deletions

diff --git a/tests/datasets/ShapeDatasets.h b/tests/datasets/ShapeDatasets.h
index e4277a981e..047457c99e 100644
--- a/tests/datasets/ShapeDatasets.h
+++ b/tests/datasets/ShapeDatasets.h
@@ -212,6 +212,25 @@ public:
     }
 };
 
+/** Data set containing small tensor shapes. */
+class SmallShapesNoBatches final : public ShapeDataset
+{
+public:
+    SmallShapesNoBatches()
+        : ShapeDataset("Shape",
+    {
+        // Batch size 1
+        TensorShape{ 3U, 11U },
+                     TensorShape{ 1U, 16U },
+                     TensorShape{ 27U, 13U, 7U },
+                     TensorShape{ 7U, 7U, 17U },
+                     TensorShape{ 33U, 13U, 2U },
+                     TensorShape{ 11U, 11U, 3U }
+    })
+    {
+    }
+};
+
 /** Data set containing pairs of tiny tensor shapes that are broadcast compatible. */
 class TinyShapesBroadcast final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset>
 {
@@ -282,6 +301,44 @@ public:
     }
 };
 
+class TemporaryLimitedSmallShapesBroadcast final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset>
+{
+public:
+    TemporaryLimitedSmallShapesBroadcast()
+        : ZipDataset<ShapeDataset, ShapeDataset>(
+              ShapeDataset("Shape0",
+    {
+        TensorShape{ 9U, 9U, 5U },
+                     TensorShape{ 27U, 13U, 2U },
+    }),
+    ShapeDataset("Shape1",
+    {
+        TensorShape{ 1U, 1U, 1U },  // Broadcast in X, Y, Z
+        TensorShape{ 27U, 1U, 1U }, // Broadcast in Y and Z
+    }))
+    {
+    }
+};
+
+class TemporaryLimitedLargeShapesBroadcast final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset>
+{
+public:
+    TemporaryLimitedLargeShapesBroadcast()
+        : ZipDataset<ShapeDataset, ShapeDataset>(
+              ShapeDataset("Shape0",
+    {
+        TensorShape{ 127U, 25U, 5U },
+                     TensorShape{ 485, 40U, 10U }
+    }),
+    ShapeDataset("Shape1",
+    {
+        TensorShape{ 1U, 1U, 1U },   // Broadcast in X, Y, Z
+        TensorShape{ 485U, 1U, 1U }, // Broadcast in Y, Z
+    }))
+    {
+    }
+};
+
 /** Data set containing medium tensor shapes. */
 class MediumShapes final : public ShapeDataset
 {
@@ -359,6 +416,19 @@ public:
     }
 };
 
+/** Data set containing large tensor shapes. */
+class LargeShapesNoBatches final : public ShapeDataset
+{
+public:
+    LargeShapesNoBatches()
+        : ShapeDataset("Shape",
+    {
+        TensorShape{ 582U, 131U, 2U },
+    })
+    {
+    }
+};
+
 /** Data set containing pairs of large tensor shapes that are broadcast compatible. */
 class LargeShapesBroadcast final : public framework::dataset::ZipDataset<ShapeDataset, ShapeDataset>
 {