commit 19835e591cb0b66a0f5000ae1505bf299e50337d
author Gian Marco <gianmarco.iodice@arm.com> Tue Jan 30 13:35:54 2018 +0000
committer Anthony Barbier <anthony.barbier@arm.com> Fri Nov 02 16:47:18 2018 +0000
tree 525ee8b233a2cefe3b2734d76fdb91093b8c2d50
parent 6fa009e05ae32e64f397f54087885c3eb68f0b4b

COMPMID-882 - Optimizing GEMMLowp on OpenCL reshaping matrices

This new optimization allows to achieve 36.3 % of MAC utilisation on Mate 9 @ 1GHz.
The performance have been reported here
https://confluence.arm.com/display/MLENG/GEMMLowp+performance%3A+ACL+18.02

Change-Id: I71b6a217068763dfdc11bbf3574ee0eb94f93679
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118531
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>

src/core/CL/kernels/CLGEMMLowpOffsetContributionKernel.cpp

diff --git a/src/core/CL/kernels/CLGEMMLowpOffsetContributionKernel.cpp b/src/core/CL/kernels/CLGEMMLowpOffsetContributionKernel.cpp
index d05939f..221a156 100644
--- a/src/core/CL/kernels/CLGEMMLowpOffsetContributionKernel.cpp
+++ b/src/core/CL/kernels/CLGEMMLowpOffsetContributionKernel.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2017 ARM Limited.
+ * Copyright (c) 2017-2018 ARM Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -91,7 +91,7 @@
 std::pair<Status, Window> validate_and_configure_window(ITensorInfo *mm_result, ITensorInfo *vector_sum_col, ITensorInfo *vector_sum_row,
                                                         int32_t a_offset, int32_t b_offset)
 {
-    constexpr unsigned int num_elems_processed_per_iteration = 16;
+    constexpr unsigned int num_elems_processed_per_iteration = 4;
     bool                   window_changed                    = false;
 
     // Configure kernel window
@@ -160,6 +160,14 @@
                                                     a_offset, b_offset); // NOLINT
     ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
     ICLKernel::configure(win_config.second);
+
+    // Set config_id for enabling LWS tuning
+    _config_id = "gemmlowp_offset_contribution_";
+    _config_id += support::cpp11::to_string(mm_result->info()->dimension(0));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(mm_result->info()->dimension(1));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(mm_result->info()->dimension(2));
 }
 
 Status CLGEMMLowpOffsetContributionKernel::validate(const ITensorInfo *mm_result, const ITensorInfo *vector_sum_col, const ITensorInfo *vector_sum_row,