commit 7333e1f10f5da9dc67b511d326121a843771a107
author Gian Marco Iodice <gianmarco.iodice@arm.com> Thu Oct 08 10:25:49 2020 +0100
committer Gian Marco Iodice <gianmarco.iodice@arm.com> Mon Oct 19 12:18:07 2020 +0000
tree 9b36047d0f13846406680bc01a2cb8df8660de66
parent e4558b501bc4a8e4e731517916a29fb1594d2a78

COMPMID-3732: Remove OpenCL padding from CLPoolingLayer

- Refactor pooling layer kernels on OpenCL (F32/F16/QASYMM8) to avoid
  padding and improve performance
- Add test for checking zero padding requirement
- Fix issue with extracting the index. The issue was caused by the
  padding passed at compile time
- auto_init indices tensor in CLPoolingLayerKernel

Change-Id: I1ae5a2ef8c4ce787c80dcd73e35c17bb34623cb5
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4188
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>

src/core/CL/CLKernelLibrary.cpp

diff --git a/src/core/CL/CLKernelLibrary.cpp b/src/core/CL/CLKernelLibrary.cpp
index 0b59ec8..0d0b7f6 100644
--- a/src/core/CL/CLKernelLibrary.cpp
+++ b/src/core/CL/CLKernelLibrary.cpp
@@ -326,8 +326,7 @@
     { "pooling_layer_7", "pooling_layer.cl" },
     { "pooling_layer_MxN_nchw", "pooling_layer.cl" },
     { "pooling_layer_MxN_nhwc", "pooling_layer.cl" },
-    { "pooling_layer_2_nhwc_indices_fp32", "pooling_layer.cl" },
-    { "pooling_layer_2_nhwc_indices_fp16", "pooling_layer.cl" },
+    { "pooling_layer_2x2_nhwc", "pooling_layer.cl" },
     { "pooling_layer_2_nchw_indices_fp32", "pooling_layer.cl" },
     { "pooling_layer_2_nchw_indices_fp16", "pooling_layer.cl" },
     { "pooling_layer_MxN_quantized_nhwc", "pooling_layer_quantized.cl" },