Multi-Dimensional and Batched Scatter Reference and Dataset Implementation.

Resolves: [COMPMID-6893, COMPMID-6895, COMPMID-6898]
Change-Id: I355f46aeba2213cd8d067cac7643d8d96e713c93
Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11430
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 17 insertions, 1 deletions

diff --git a/tests/validation/fixtures/ScatterLayerFixture.h b/tests/validation/fixtures/ScatterLayerFixture.h
index 451a1e1416..91e28b58f7 100644
--- a/tests/validation/fixtures/ScatterLayerFixture.h
+++ b/tests/validation/fixtures/ScatterLayerFixture.h
@@ -54,7 +54,7 @@ public:
 
 protected:
     template <typename U>
-    void fill(U &&tensor, int i, float lo = -1.f, float hi = 1.f)
+    void fill(U &&tensor, int i, float lo = -10.f, float hi = 10.f)
     {
         switch(tensor.data_type())
         {
@@ -135,6 +135,22 @@ protected:
     {
         // Output Quantization not currently in use - fixture should be extended to support this.
         ARM_COMPUTE_UNUSED(o_qinfo);
+        TensorShape src_shape = a_shape;
+        TensorShape updates_shape = b_shape;
+        TensorShape indices_shape = c_shape;
+
+        // 1. Collapse batch index into a single dim if necessary for update tensor and indices tensor.
+        if(c_shape.num_dimensions() >= 3)
+        {
+            indices_shape = indices_shape.collapsed_from(1);
+            updates_shape = updates_shape.collapsed_from(updates_shape.num_dimensions() - 2); // Collapses from last 2 dims
+        }
+
+        // 2. Collapse data dims into a single dim.
+        //    Collapse all src dims into 2 dims. First one holding data, the other being the index we iterate over.
+        src_shape.collapse(updates_shape.num_dimensions() - 1);     // Collapse all data dims into single dim.
+        src_shape = src_shape.collapsed_from(1);                    // Collapse all index dims into a single dim
+        updates_shape.collapse(updates_shape.num_dimensions() - 1); // Collapse data dims (all except last dim which is batch dim)
 
         // Create reference tensors
         SimpleTensor<T> src{ a_shape, data_type, 1, a_qinfo };