commit 63485cea64df16d76f37fb74be85e77497471fac
author Giorgio Arena <giorgio.arena@arm.com> Wed Nov 15 16:04:20 2017 +0000
committer Anthony Barbier <anthony.barbier@arm.com> Fri Nov 02 16:35:24 2018 +0000
tree 68e83832c299764634ce01a61a2570bb52cdec9d
parent 7a49c7993a8b2c670f7caa90e3fbe8a5f1c03078

COMPMID-685 Extend CLTuner support to other DL functions

Change-Id: Ica97857c2145228e4a6088724681ec1c0a138133
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95918
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>

src/core/CL/kernels/CLActivationLayerKernel.cpp

diff --git a/src/core/CL/kernels/CLActivationLayerKernel.cpp b/src/core/CL/kernels/CLActivationLayerKernel.cpp
index adedebb..41a74c3 100644
--- a/src/core/CL/kernels/CLActivationLayerKernel.cpp
+++ b/src/core/CL/kernels/CLActivationLayerKernel.cpp
@@ -151,6 +151,14 @@
     }
 
     ICLKernel::configure(win);
+
+    // Set config_id for enabling LWS tuning
+    _config_id = "activation_layer_";
+    _config_id += lower_string(string_from_data_type(dt));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(input->info()->dimension(0));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(input->info()->dimension(1));
 }
 
 Error CLActivationLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *output, const ActivationLayerInfo &act_info)

src/core/CL/kernels/CLCol2ImKernel.cpp

diff --git a/src/core/CL/kernels/CLCol2ImKernel.cpp b/src/core/CL/kernels/CLCol2ImKernel.cpp
index c7884e3..9f26613 100644
--- a/src/core/CL/kernels/CLCol2ImKernel.cpp
+++ b/src/core/CL/kernels/CLCol2ImKernel.cpp
@@ -81,6 +81,18 @@
     output->info()->set_valid_region(ValidRegion(coord, output->info()->tensor_shape()));
 
     ICLKernel::configure(win);
+
+    // Set config_id for enabling LWS tuning
+    _config_id = "col2im_";
+    _config_id += lower_string(string_from_data_type(input->info()->data_type()));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(input->info()->dimension(0));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(input->info()->dimension(1));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(output->info()->dimension(0));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(output->info()->dimension(1));
 }
 
 void CLCol2ImKernel::run(const Window &window, cl::CommandQueue &queue)

src/core/CL/kernels/CLNormalizationLayerKernel.cpp

diff --git a/src/core/CL/kernels/CLNormalizationLayerKernel.cpp b/src/core/CL/kernels/CLNormalizationLayerKernel.cpp
index 6481ad0..1a7e38f 100644
--- a/src/core/CL/kernels/CLNormalizationLayerKernel.cpp
+++ b/src/core/CL/kernels/CLNormalizationLayerKernel.cpp
@@ -104,6 +104,18 @@
     output_access.set_valid_region(win, input->info()->valid_region());
 
     ICLKernel::configure(win);
+
+    // Set config_id for enabling LWS tuning
+    _config_id = "normalization_layer_";
+    _config_id += lower_string(string_from_data_type(input->info()->data_type()));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(static_cast<std::underlying_type<NormType>::type>(norm_info.type()));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(norm_info.norm_size());
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(input->info()->dimension(0));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(input->info()->dimension(1));
 }
 
 void CLNormalizationLayerKernel::run(const Window &window, cl::CommandQueue &queue)

src/core/CL/kernels/CLPoolingLayerKernel.cpp

diff --git a/src/core/CL/kernels/CLPoolingLayerKernel.cpp b/src/core/CL/kernels/CLPoolingLayerKernel.cpp
index e436c46..26c26be 100644
--- a/src/core/CL/kernels/CLPoolingLayerKernel.cpp
+++ b/src/core/CL/kernels/CLPoolingLayerKernel.cpp
@@ -183,6 +183,14 @@
     update_window_and_padding(win, input_access, output_access);
     output_access.set_valid_region(win, ValidRegion(Coordinates(), output->info()->tensor_shape()));
     ICLKernel::configure(win);
+
+    // Set config_id for enabling LWS tuning
+    _config_id = "pooling_layer_";
+    _config_id += lower_string(string_from_data_type(data_type));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(output->info()->dimension(0));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(output->info()->dimension(1));
 }
 
 Error CLPoolingLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *output, const PoolingLayerInfo &pool_info)

src/core/CL/kernels/CLSoftmaxLayerKernel.cpp

diff --git a/src/core/CL/kernels/CLSoftmaxLayerKernel.cpp b/src/core/CL/kernels/CLSoftmaxLayerKernel.cpp
index 5331f40..3eae9e5 100644
--- a/src/core/CL/kernels/CLSoftmaxLayerKernel.cpp
+++ b/src/core/CL/kernels/CLSoftmaxLayerKernel.cpp
@@ -136,6 +136,14 @@
     output_access.set_valid_region(win, ValidRegion(Coordinates(), output->info()->tensor_shape()));
 
     ICLKernel::configure(win);
+
+    // Set config_id for enabling LWS tuning
+    _config_id = "softmax_layer_";
+    _config_id += lower_string(string_from_data_type(data_type));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(input->info()->dimension(0));
+    _config_id += "_";
+    _config_id += support::cpp11::to_string(input->info()->dimension(1));
 }
 
 CLLogits1DShiftExpSumKernel::CLLogits1DShiftExpSumKernel()