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/arm_compute/runtime/CL/tuners/CLLWSList.h b/arm_compute/runtime/CL/tuners/CLLWSList.h
new file mode 100644
index 0000000..d623834
--- /dev/null
+++ b/arm_compute/runtime/CL/tuners/CLLWSList.h
@@ -0,0 +1,213 @@
+/*
+ * 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.
+ */
+#ifndef __ARM_COMPUTE_CL_LWS_LIST_H__
+#define __ARM_COMPUTE_CL_LWS_LIST_H__
+
+#include "arm_compute/core/CL/OpenCL.h"
+#include "arm_compute/core/Error.h"
+#include "arm_compute/core/Helpers.h"
+#include "arm_compute/runtime/CL/CLTunerTypes.h"
+#include "support/ToolchainSupport.h"
+#include <memory>
+
+namespace arm_compute
+{
+namespace cl_tuner
+{
+constexpr unsigned int max_lws_supported_x{ 64u };
+constexpr unsigned int max_lws_supported_y{ 32u };
+constexpr unsigned int max_lws_supported_z{ 32u };
+
+/** Interface for LWS lists */
+class ICLLWSList
+{
+public:
+ /** Constructor */
+ ICLLWSList() = default;
+ /** Copy Constructor */
+ ICLLWSList(const ICLLWSList &) = default;
+ /** Move Constructor */
+ ICLLWSList(ICLLWSList &&) noexcept(true) = default;
+ /** Assignment */
+ ICLLWSList &operator=(const ICLLWSList &) = default;
+ /** Move Assignment */
+ ICLLWSList &operator=(ICLLWSList &&) noexcept(true) = default;
+ /** Destructor */
+ virtual ~ICLLWSList() = default;
+
+ /** Return the LWS value at the given index.
+ *
+ * @return LWS value at the given index
+ */
+ virtual cl::NDRange operator[](size_t) = 0;
+
+ /** LWS list size.
+ *
+ * @return LWS list size
+ */
+ virtual size_t size() = 0;
+};
+
+/** Non instantiable base class for LWS combinations that use Index2Cooard mapping */
+class CLLWSList : public ICLLWSList
+{
+protected:
+ /* Shape of 3-D search space */
+ TensorShape search_space_shape{ 0, 0, 0 };
+
+ /** Constructor */
+ CLLWSList() = default;
+ /** Copy Constructor */
+ CLLWSList(const CLLWSList &) = default;
+ /** Move Constructor */
+ CLLWSList(CLLWSList &&) noexcept(true) = default;
+ /** Assignment */
+ CLLWSList &operator=(const CLLWSList &) = default;
+ /** Move Assignment */
+ CLLWSList &operator=(CLLWSList &&) noexcept(true) = default;
+ /** Destructor */
+ virtual ~CLLWSList() = default;
+
+ // Inherited methods overridden:
+ virtual size_t size() override;
+};
+
+/** Exhaustive list of all possible LWS values */
+class CLLWSListExhaustive : public CLLWSList
+{
+public:
+ /** Prevent default constructor calls */
+ CLLWSListExhaustive() = delete;
+ /** Constructor */
+ CLLWSListExhaustive(const cl::NDRange &gws);
+ /** Copy Constructor */
+ CLLWSListExhaustive(const CLLWSListExhaustive &) = default;
+ /** Move Constructor */
+ CLLWSListExhaustive(CLLWSListExhaustive &&) noexcept(true) = default;
+ /** Assignment */
+ CLLWSListExhaustive &operator=(const CLLWSListExhaustive &) = default;
+ /** Move Assignment */
+ CLLWSListExhaustive &operator=(CLLWSListExhaustive &&) noexcept(true) = default;
+ /** Destructor */
+ ~CLLWSListExhaustive() = default;
+
+ // Inherited methods overridden:
+ cl::NDRange operator[](size_t) override;
+};
+
+/** A subset of LWS values that are either factors of gws when gws[2] < 16 or power of 2 */
+class CLLWSListNormal : public CLLWSList
+{
+public:
+ /** Constructor */
+ CLLWSListNormal(const cl::NDRange &gws);
+ /** Copy Constructor */
+ CLLWSListNormal(const CLLWSListNormal &) = default;
+ /** Move Constructor */
+ CLLWSListNormal(CLLWSListNormal &&) noexcept(true) = default;
+ /** Assignment */
+ CLLWSListNormal &operator=(const CLLWSListNormal &) = default;
+ /** Move Assignment */
+ CLLWSListNormal &operator=(CLLWSListNormal &&) noexcept(true) = default;
+ /** Destructor */
+ ~CLLWSListNormal() = default;
+
+ // Inherited methods overridden:
+ cl::NDRange operator[](size_t) override;
+
+protected:
+ std::vector<unsigned int> _lws_x{};
+ std::vector<unsigned int> _lws_y{};
+ std::vector<unsigned int> _lws_z{};
+
+ /** Prevent default constructor calls */
+ CLLWSListNormal() = default;
+
+private:
+ /** Utility function used to initialize the LWS values to test.
+ * Only the LWS values which are power of 2 or satisfy the modulo conditions with GWS are taken into account by the CLTuner
+ *
+ * @param[in, out] lws Vector of LWS to test
+ * @param[in] gws Size of the specific GWS
+ * @param[in] lws_max Max LWS value allowed to be tested
+ * @param[in] mod_let_one True if the results of the modulo operation between gws and the lws can be less than one.
+ */
+ void initialize_lws_values(std::vector<unsigned int> &lws, unsigned int gws, unsigned int lws_max, bool mod_let_one);
+};
+
+/** A minimal subset of LWS values that only have 1,2 and 4/8 */
+class CLLWSListRapid : public CLLWSListNormal
+{
+public:
+ /** Prevent default constructor calls */
+ CLLWSListRapid() = delete;
+ /** Constructor */
+ CLLWSListRapid(const cl::NDRange &gws);
+ /** Copy Constructor */
+ CLLWSListRapid(const CLLWSListRapid &) = default;
+ /** Move Constructor */
+ CLLWSListRapid(CLLWSListRapid &&) noexcept(true) = default;
+ /** Assignment */
+ CLLWSListRapid &operator=(const CLLWSListRapid &) = default;
+ /** Move Assignment */
+ CLLWSListRapid &operator=(CLLWSListRapid &&) noexcept(true) = default;
+ /** Destructor */
+ virtual ~CLLWSListRapid() = default;
+
+private:
+ /** Utility function used to initialize the LWS values to test.
+ * Only the LWS values that have 1,2 and 4/8 for each dimension are taken into account by the CLTuner
+ *
+ * @param[in, out] lws Vector of LWS to test
+ * @param[in] lws_max Max LWS value allowed to be tested
+ */
+ void initialize_lws_values(std::vector<unsigned int> &lws, unsigned int lws_max);
+};
+
+/** Factory to construct an ICLLWSList object based on the CL tuner mode */
+class CLLWSListFactory final
+{
+public:
+ /** Construct an ICLLWSList object for the given tuner mode and gws configuration.
+ *
+ * @return unique_ptr to the requested ICLLWSList implementation.
+ */
+ static std::unique_ptr<ICLLWSList> get_lws_list(CLTunerMode mode, const cl::NDRange &gws)
+ {
+ switch(mode)
+ {
+ case CLTunerMode::EXHAUSTIVE:
+ return arm_compute::support::cpp14::make_unique<CLLWSListExhaustive>(gws);
+ case CLTunerMode::NORMAL:
+ return arm_compute::support::cpp14::make_unique<CLLWSListNormal>(gws);
+ case CLTunerMode::RAPID:
+ return arm_compute::support::cpp14::make_unique<CLLWSListRapid>(gws);
+ default:
+ return nullptr;
+ }
+ }
+};
+} // namespace cl_tuner
+} // namespace arm_compute
+#endif /*__ARM_COMPUTE_CL_LWS_LIST_H__ */