Review all shapes in datasets to account for padding removal Part 2

* Fix validate compare_dimensions to account for cases where 1D tensor
  permuted into a 3D tensor

* Add the following configurations to stress padding removal:
    * size = 1
    * size = multiple of processing size
    * size = non-multiple of processing size

Partially resolves COMPMID-3865

Change-Id: Iee0de4c9e72b3413c0807e2c86bc2331911a4c6f
Signed-off-by: SiCong Li <sicong.li@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4393
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 3 insertions, 3 deletions

diff --git a/tests/datasets/RandomBatchNormalizationLayerDataset.h b/tests/datasets/RandomBatchNormalizationLayerDataset.h
index 5a49dd702b..4ccb2eaaba 100644
--- a/tests/datasets/RandomBatchNormalizationLayerDataset.h
+++ b/tests/datasets/RandomBatchNormalizationLayerDataset.h
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2017-2019 Arm Limited.
+ * Copyright (c) 2017-2021 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -42,9 +42,9 @@ class SmallRandomBatchNormalizationLayerDataset final : public BatchNormalizatio
 public:
     SmallRandomBatchNormalizationLayerDataset()
     {
-        add_config(TensorShape(15U, 16U, 2U, 12U), TensorShape(2U), 0.1f);
+        add_config(TensorShape(1U, 16U, 2U, 12U), TensorShape(2U), 0.1f);
         add_config(TensorShape(21U, 11U, 12U, 7U), TensorShape(12U), 0.1f);
-        add_config(TensorShape(7U, 3U, 6U, 11U), TensorShape(6U), 0.1f);
+        add_config(TensorShape(32U, 3U, 6U, 11U), TensorShape(6U), 0.1f);
     }
 };
 class LargeRandomBatchNormalizationLayerDataset final : public BatchNormalizationLayerDataset