COMPMID-1974 : Extend CLTuner to support different of level of tuning
Change-Id: I52e4a00a25e7f7a17050038cee7c30e508553722
Signed-off-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com>
Reviewed-on: https://review.mlplatform.org/c/977
Comments-Addressed: Pablo Marquez <pablo.tello@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
diff --git a/src/runtime/CL/tuners/CLLWSList.cpp b/src/runtime/CL/tuners/CLLWSList.cpp
new file mode 100644
index 0000000..97134b1
--- /dev/null
+++ b/src/runtime/CL/tuners/CLLWSList.cpp
@@ -0,0 +1,112 @@
+/*
+ * Copyright (c) 2019 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "arm_compute/runtime/CL/tuners/CLLWSList.h"
+
+namespace arm_compute
+{
+namespace cl_tuner
+{
+size_t CLLWSList::size()
+{
+ return search_space_shape.total_size();
+}
+
+cl::NDRange CLLWSListExhaustive::operator[](size_t index)
+{
+ ARM_COMPUTE_ERROR_ON(index >= size());
+ auto coords = index2coords(search_space_shape, index);
+ return cl::NDRange(coords[0] + 1, coords[1] + 1, coords[2] + 1);
+}
+
+CLLWSListExhaustive::CLLWSListExhaustive(const cl::NDRange &gws)
+{
+ search_space_shape = TensorShape(std::min(static_cast<unsigned int>(gws[0]), max_lws_supported_x), std::min(static_cast<unsigned int>(gws[1]), max_lws_supported_y),
+ std::min(static_cast<unsigned int>(gws[2]), max_lws_supported_z));
+}
+
+cl::NDRange CLLWSListNormal::operator[](size_t index)
+{
+ ARM_COMPUTE_ERROR_ON(index >= size());
+ auto coords = index2coords(search_space_shape, index);
+ return cl::NDRange(_lws_x[coords[0]], _lws_y[coords[1]], _lws_z[coords[2]]);
+}
+
+CLLWSListNormal::CLLWSListNormal(const cl::NDRange &gws)
+{
+ auto lws_x_max = std::min(static_cast<unsigned int>(gws[0]), max_lws_supported_x);
+ auto lws_y_max = std::min(static_cast<unsigned int>(gws[1]), max_lws_supported_y);
+ auto lws_z_max = std::min(static_cast<unsigned int>(gws[2]), max_lws_supported_z);
+
+ // Initialize the LWS values to test
+ initialize_lws_values(_lws_x, gws[0], lws_x_max, gws[2] > 16); // Explore lws that are not factors of gws only when gws[2] > 16
+ initialize_lws_values(_lws_y, gws[1], lws_y_max, gws[2] > 16); // Explore lws that are not factors of gws only when gws[2] > 16
+ initialize_lws_values(_lws_z, gws[2], lws_z_max, false);
+
+ search_space_shape = TensorShape(_lws_x.size(), _lws_y.size(), _lws_z.size());
+}
+
+void CLLWSListNormal::initialize_lws_values(std::vector<unsigned int> &lws, unsigned int gws, unsigned int lws_max, bool mod_let_one)
+{
+ lws.push_back(1);
+
+ for(unsigned int i = 2; i <= lws_max; ++i)
+ {
+ // Power of two condition
+ const bool is_power_of_two = (i & (i - 1)) == 0;
+
+ // Condition for the module accordingly with the mod_let_one flag
+ const bool mod_cond = mod_let_one ? (gws % i) <= 1 : (gws % i) == 0;
+
+ if(mod_cond || is_power_of_two)
+ {
+ lws.push_back(i);
+ }
+ }
+}
+
+CLLWSListRapid::CLLWSListRapid(const cl::NDRange &gws)
+{
+ auto lws_x_max = std::min(static_cast<unsigned int>(gws[0]), 8u); // Limit exploration to 1 - 8
+ auto lws_y_max = std::min(static_cast<unsigned int>(gws[1]), 4u); // Limit exploration to 1 - 4
+ auto lws_z_max = std::min(static_cast<unsigned int>(gws[2]), 4u); // Limit exploration to 1 - 4
+
+ // Initialize the LWS values to test
+ initialize_lws_values(_lws_x, lws_x_max);
+ initialize_lws_values(_lws_y, lws_y_max);
+ initialize_lws_values(_lws_z, lws_z_max);
+
+ search_space_shape = TensorShape(_lws_x.size(), _lws_y.size(), _lws_z.size());
+}
+
+void CLLWSListRapid::initialize_lws_values(std::vector<unsigned int> &lws, unsigned int lws_max)
+{
+ lws.push_back(1);
+
+ for(unsigned int i = 2; i <= lws_max; i *= 4)
+ {
+ lws.push_back(i);
+ }
+}
+} // namespace cl_tuner
+} // namespace arm_compute