diff options
Diffstat (limited to 'src/core/CL/gemm')
19 files changed, 0 insertions, 2723 deletions
diff --git a/src/core/CL/gemm/CLGEMMHelpers.cpp b/src/core/CL/gemm/CLGEMMHelpers.cpp deleted file mode 100644 index d60626b158..0000000000 --- a/src/core/CL/gemm/CLGEMMHelpers.cpp +++ /dev/null @@ -1,105 +0,0 @@ -/* - * Copyright (c) 2019-2020 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 "src/core/CL/gemm/CLGEMMHelpers.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/CL/OpenCL.h" -#include "arm_compute/core/ITensorInfo.h" -#include "arm_compute/core/utils/misc/ShapeCalculator.h" - -#include <utility> - -namespace arm_compute -{ -namespace cl_gemm -{ -using namespace arm_compute::misc::shape_calculator; - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_lhs_rhs_info(unsigned int m, unsigned int n, unsigned int m0, unsigned int n0, unsigned int k0, unsigned int v0, unsigned int h0, - bool lhs_interleave, bool rhs_interleave, bool lhs_transpose, bool rhs_transpose, bool export_to_cl_image) -{ - v0 = std::max(std::min(static_cast<int>(m / m0), static_cast<int>(v0)), static_cast<int>(1)); - h0 = std::max(std::min(static_cast<int>(n / n0), static_cast<int>(h0)), static_cast<int>(1)); - - const GEMMLHSMatrixInfo lhs_info(m0, k0, v0, lhs_transpose, lhs_interleave); - const GEMMRHSMatrixInfo rhs_info(n0, k0, h0, rhs_transpose, rhs_interleave, export_to_cl_image); - - return std::make_pair(lhs_info, rhs_info); -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> select_lhs_rhs_info(std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> info_img, - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> info_buf, - unsigned int n, unsigned int k, unsigned int b, DataType data_type) -{ - const TensorInfo tensor_rhs_info(TensorShape(n, k, b), 1, data_type); - const TensorShape shape = compute_rhs_reshaped_shape(tensor_rhs_info, info_img.second); - const TensorInfo tensor_reshaped_info(shape, 1, data_type); - - if(bool(validate_image2d_support_on_rhs(tensor_reshaped_info, info_img.second))) - { - return info_img; - } - else - { - return info_buf; - } -} - -void update_padding_for_cl_image(ITensorInfo *tensor) -{ - constexpr unsigned int num_floats_per_pixel = 4; - - const unsigned int stride_y_in_elements = tensor->strides_in_bytes()[1] / tensor->element_size(); - const unsigned int pixel_aligment = get_cl_image_pitch_alignment(CLKernelLibrary::get().get_device()); - const unsigned int row_pitch_alignment = pixel_aligment * num_floats_per_pixel; - const unsigned int round_up_width = ((stride_y_in_elements + row_pitch_alignment - 1) / row_pitch_alignment) * row_pitch_alignment; - const unsigned int padding = round_up_width - stride_y_in_elements; - - tensor->extend_padding(PaddingSize(0, padding, 0, 0)); -} - -Status validate_image2d_support_on_rhs(const ITensorInfo &tensor_reshaped_info, const GEMMRHSMatrixInfo &rhs_info) -{ - if(rhs_info.export_to_cl_image) - { - ARM_COMPUTE_RETURN_ERROR_ON_MSG((rhs_info.n0 == 2) || (rhs_info.n0 == 3), "Export to cl_image only supported with n0 = 4, 8 or 16"); - ARM_COMPUTE_RETURN_ERROR_ON_MSG((rhs_info.k0 == 2) || (rhs_info.k0 == 3), "Export to cl_image only supported with k0 = 4, 8 or 16"); - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_NOT_IN(&tensor_reshaped_info, DataType::F32, DataType::F16); - ARM_COMPUTE_RETURN_ERROR_ON_MSG(!image2d_from_buffer_supported(CLKernelLibrary::get().get_device()), "The extension cl_khr_image2d_from_buffer is not supported on the target platform"); - ARM_COMPUTE_RETURN_ERROR_ON_MSG(get_cl_image_pitch_alignment(CLKernelLibrary::get().get_device()) == 0, "Impossible to retrieve the cl_image pitch alignment"); - - // Check the width and height of the output tensor. - // Since we cannot create a 3d image from a buffer, the third dimension is collapsed on the second dimension - const size_t max_image_w = CLKernelLibrary::get().get_device().getInfo<CL_DEVICE_IMAGE2D_MAX_WIDTH>(); - const size_t max_image_h = CLKernelLibrary::get().get_device().getInfo<CL_DEVICE_IMAGE2D_MAX_HEIGHT>(); - - ARM_COMPUTE_RETURN_ERROR_ON_MSG(tensor_reshaped_info.tensor_shape()[0] > max_image_w * 4, "Not supported width for cl_image"); - ARM_COMPUTE_RETURN_ERROR_ON_MSG(tensor_reshaped_info.tensor_shape()[1] * tensor_reshaped_info.tensor_shape()[2] > max_image_h, "Not supported height for cl_image"); - } - - return Status{}; -} -} // namespace cl_gemm -} // namespace arm_compute diff --git a/src/core/CL/gemm/CLGEMMHelpers.h b/src/core/CL/gemm/CLGEMMHelpers.h deleted file mode 100644 index 57624673c0..0000000000 --- a/src/core/CL/gemm/CLGEMMHelpers.h +++ /dev/null @@ -1,92 +0,0 @@ -/* - * Copyright (c) 2019-2020 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_CLGEMMHELPERS_H -#define ARM_COMPUTE_CLGEMMHELPERS_H - -#include "arm_compute/core/TensorInfo.h" -#include "arm_compute/core/Types.h" - -namespace arm_compute -{ -class ITensorInfo; -struct GEMMRHSMatrixInfo; - -namespace cl_gemm -{ -/** Configure @ref GEMMLHSMatrixInfo and @ref GEMMRHSMatrixInfo - * - * @param[in] m Number of rows (M) in the LHS matrix not reshaped - * @param[in] n Number of columns (N) in the RHS matrix not reshaped - * @param[in] m0 Number of rows processed by each thread/work-item - * @param[in] n0 Number of columns processed by each thread/work-item - * @param[in] k0 Number of inner accumulation performed by each thread/work-item - * @param[in] v0 Number of vertical blocks of size (m0xk0) stored on the same output row - * @param[in] h0 Number of horizontal blocks of size (k0xn0) stored on the same output row - * @param[in] lhs_interleave True if the v0 (m0xk0) blocks have to be interleaved in the output row - * @param[in] rhs_interleave True if the h0 (k0xn0) blocks have to be interleaved in the output row - * @param[in] lhs_transpose True if the (m0xk0) block has to be transposed before been stored - * @param[in] rhs_transpose True if the (k0xn0) block has to be transposed before been stored - * @param[in] export_to_cl_image (Optional) True if the RHS reshaped matrix has to be exported to cl_image - * - * @return @ref GEMMLHSMatrixInfo and @ref GEMMRHSMatrixInfo - */ -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_lhs_rhs_info(unsigned int m, unsigned int n, unsigned int m0, unsigned int n0, unsigned int k0, unsigned int v0, unsigned int h0, - bool lhs_interleave, bool rhs_interleave, bool lhs_transpose, bool rhs_transpose, bool export_to_cl_image = false); - -/** Select @ref GEMMLHSMatrixInfo and @ref GEMMRHSMatrixInfo - * - * This function accepts two pairs of GEMMLHSMatrixInfo/GEMMRHSMatrixInfo where only the first is with cl_image2d support, - * and selects the valid one validating the GEMMRHSMatrixInfo. If the validation passes, the functions will return - * the first GEMMLHSMatrixInfo/GEMMRHSMatrixInfo pair with cl_image2d support. - * - * @param[in] info_img GEMMLHSMatrixInfo/GEMMRHSMatrixInfo with cl_image2d support - * @param[in] info_buf GEMMLHSMatrixInfo/GEMMRHSMatrixInfo to fall-back if cl_image2d cannot be used - * @param[in] n Number of columns (N) in the RHS matrix not reshaped - * @param[in] k Number of rows (K) in the RHS matrix not reshaped - * @param[in] b Batch size - * @param[in] data_type Data type - * - * @return @ref GEMMLHSMatrixInfo and @ref GEMMRHSMatrixInfo - */ -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> select_lhs_rhs_info(std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> info_img, - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> info_buf, - unsigned int n, unsigned int k, unsigned int b, DataType data_type); - -/** Update padding required to export the OpenCL buffer to OpenCL image2d - * - * @param[in,out] tensor ITensorInfo of the tensor required to be exported to OpenCL image2d - */ -void update_padding_for_cl_image(ITensorInfo *tensor); - -/** Utility function to validate the image2d OpenCL object support on the RHS reshaped matrix - * - * @param[in] tensor_reshaped_info TensorInfo for the RHS reshaped matrix - * @param[in] rhs_info @ref GEMMRHSMatrixInfo - * - * @return Status reporting if we can use the image2d OpenCL object on the RHS reshaped matrix - */ -Status validate_image2d_support_on_rhs(const ITensorInfo &tensor_reshaped_info, const GEMMRHSMatrixInfo &rhs_info); -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMHELPERS_H */ diff --git a/src/core/CL/gemm/native/CLGEMMNativeKernelConfiguration.h b/src/core/CL/gemm/native/CLGEMMNativeKernelConfiguration.h deleted file mode 100644 index aecf5a8aa8..0000000000 --- a/src/core/CL/gemm/native/CLGEMMNativeKernelConfiguration.h +++ /dev/null @@ -1,65 +0,0 @@ -/* - * Copyright (c) 2019-2020 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_CLGEMMNATIVEKERNELCONFIGURATION_H -#define ARM_COMPUTE_CLGEMMNATIVEKERNELCONFIGURATION_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" -#include "src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationBifrost.h" -#include "src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationMidgard.h" -#include "src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationValhall.h" - -#include "support/MemorySupport.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** CLGEMMNative factory class */ -class CLGEMMNativeKernelConfigurationFactory final -{ -public: - /** Static method to construct CLGEMMNative kernel object accordingly with the GPU target - * - * @param[in] gpu GPU target - * - * @return CLGEMMNative kernel configuration class - */ - static std::unique_ptr<ICLGEMMKernelConfiguration> create(GPUTarget gpu) - { - switch(get_arch_from_target(gpu)) - { - case GPUTarget::MIDGARD: - return support::cpp14::make_unique<CLGEMMNativeKernelConfigurationMidgard>(gpu); - case GPUTarget::BIFROST: - return support::cpp14::make_unique<CLGEMMNativeKernelConfigurationBifrost>(gpu); - case GPUTarget::VALHALL: - return support::cpp14::make_unique<CLGEMMNativeKernelConfigurationValhall>(gpu); - default: - ARM_COMPUTE_ERROR("Not supported GPU target"); - } - } -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMNATIVEKERNELCONFIGURATION_H */ diff --git a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationBifrost.cpp b/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationBifrost.cpp deleted file mode 100644 index 4cc3d6ae74..0000000000 --- a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationBifrost.cpp +++ /dev/null @@ -1,272 +0,0 @@ -/* - * Copyright (c) 2019-2020 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 "src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationBifrost.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/GPUTarget.h" -#include "src/core/CL/gemm/CLGEMMHelpers.h" - -#include <map> -#include <utility> - -namespace arm_compute -{ -namespace cl_gemm -{ -CLGEMMNativeKernelConfigurationBifrost::CLGEMMNativeKernelConfigurationBifrost(GPUTarget gpu) - : ICLGEMMKernelConfiguration(gpu) -{ -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationBifrost::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) -{ - using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMNativeKernelConfigurationBifrost::*)(unsigned int m, unsigned int n, unsigned int k, - unsigned int b); - - // Configurations for Mali-G71 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G71 = - { - { DataType::F32, &CLGEMMNativeKernelConfigurationBifrost::configure_G71_f32 }, - { DataType::QASYMM8, &CLGEMMNativeKernelConfigurationBifrost::configure_G71_u8 }, - { DataType::QSYMM8, &CLGEMMNativeKernelConfigurationBifrost::configure_G71_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMNativeKernelConfigurationBifrost::configure_G71_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMNativeKernelConfigurationBifrost::configure_G71_u8 } - }; - - // Configurations for Mali-G76 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G76 = - { - { DataType::F32, &CLGEMMNativeKernelConfigurationBifrost::configure_G76_f32 }, - { DataType::QASYMM8, &CLGEMMNativeKernelConfigurationBifrost::configure_G76_u8 }, - { DataType::QSYMM8, &CLGEMMNativeKernelConfigurationBifrost::configure_G76_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMNativeKernelConfigurationBifrost::configure_G76_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMNativeKernelConfigurationBifrost::configure_G76_u8 } - }; - - // Default configurations - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_default = - { - { DataType::F32, &CLGEMMNativeKernelConfigurationBifrost::configure_default_f32 }, - { DataType::QASYMM8, &CLGEMMNativeKernelConfigurationBifrost::configure_default_u8 }, - { DataType::QSYMM8, &CLGEMMNativeKernelConfigurationBifrost::configure_default_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMNativeKernelConfigurationBifrost::configure_default_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMNativeKernelConfigurationBifrost::configure_default_u8 } - }; - - switch(_target) - { - case GPUTarget::G71: - if(gemm_configs_G71.find(data_type) != gemm_configs_G71.end()) - { - return (this->*gemm_configs_G71[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - case GPUTarget::G76: - if(gemm_configs_G76.find(data_type) != gemm_configs_G76.end()) - { - return (this->*gemm_configs_G76[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - default: - if(gemm_configs_default.find(data_type) != gemm_configs_default.end()) - { - return (this->*gemm_configs_default[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationBifrost::configure_G71_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - if(n < 2048) - { - return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, 1, false, false, false, false); - } - else if(n >= 2048 && n < 8192) - { - return configure_lhs_rhs_info(m, n, 1, 4, 4, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 8, 4, 1, 1, false, false, false, false); - } - } - else - { - return configure_lhs_rhs_info(m, n, 5, 4, 2, 1, 1, false, false, false, false); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationBifrost::configure_G71_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(dot8_supported(CLKernelLibrary::get().get_device())) - { - if(m == 1) - { - if(n < 2048) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 1, false, false, false, false); - } - else if(n >= 2048 && n < 16384) - { - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 8, 16, 1, 1, false, false, false, false); - } - } - else - { - if(m < 64) - { - return configure_lhs_rhs_info(m, n, 2, 2, 16, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 5, 2, 16, 1, 1, false, false, false, false); - } - } - } - else - { - if(m == 1) - { - if(n < 8192) - { - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 8, 16, 1, 1, false, false, false, false); - } - } - else - { - return configure_lhs_rhs_info(m, n, 2, 8, 16, 1, 1, false, false, false, false); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationBifrost::configure_G76_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - if(n > 4196) - { - return configure_lhs_rhs_info(m, n, 1, 4, 2, 1, 1, false, false, false, false); - } - else - { - if(k < 2048) - { - return configure_lhs_rhs_info(m, n, 1, 2, 2, 1, 1, false, false, false, false); - } - else if(k >= 2048 && k < 16384) - { - return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, 1, false, false, false, false); - } - } - } - else - { - return configure_lhs_rhs_info(m, n, 2, 8, 2, 1, 1, false, false, false, false); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationBifrost::configure_G76_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - if(n < 2048) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 1, false, false, false, false); - } - else if(n >= 2048 && n < 16384) - { - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 8, 16, 1, 1, false, false, false, false); - } - } - else - { - if(m < 64) - { - return configure_lhs_rhs_info(m, n, 2, 2, 16, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 5, 2, 16, 1, 1, false, false, false, false); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationBifrost::configure_default_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - return configure_lhs_rhs_info(m, n, 5, 4, 4, 1, 1, false, false, false, false); -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationBifrost::configure_default_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - return configure_lhs_rhs_info(m, n, 5, 2, 16, 1, 1, false, false, false, false); -} -} // namespace cl_gemm -} // namespace arm_compute
\ No newline at end of file diff --git a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationBifrost.h b/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationBifrost.h deleted file mode 100644 index 1e7432c89a..0000000000 --- a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationBifrost.h +++ /dev/null @@ -1,56 +0,0 @@ -/* - * Copyright (c) 2019-2020 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_CLGEMMNATIVEKERNELCONFIGURATIONBIFROST_H -#define ARM_COMPUTE_CLGEMMNATIVEKERNELCONFIGURATIONBIFROST_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** Bifrost based OpenCL GEMMNative configuration */ -class CLGEMMNativeKernelConfigurationBifrost final : public ICLGEMMKernelConfiguration -{ -public: - /** Constructor - * - * @param[in] gpu GPU target - */ - CLGEMMNativeKernelConfigurationBifrost(GPUTarget gpu); - - // Inherited overridden method - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) override; - -private: - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G71_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G71_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G76_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G76_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_default_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_default_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMNATIVEKERNELCONFIGURATIONBIFROST_H */ diff --git a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationMidgard.cpp b/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationMidgard.cpp deleted file mode 100644 index fd699a08f7..0000000000 --- a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationMidgard.cpp +++ /dev/null @@ -1,75 +0,0 @@ -/* - * Copyright (c) 2020 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 "src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationMidgard.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/GPUTarget.h" -#include "src/core/CL/gemm/CLGEMMHelpers.h" - -#include <map> -#include <utility> - -namespace arm_compute -{ -namespace cl_gemm -{ -CLGEMMNativeKernelConfigurationMidgard::CLGEMMNativeKernelConfigurationMidgard(GPUTarget gpu) - : ICLGEMMKernelConfiguration(gpu) -{ -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationMidgard::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) -{ - using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMNativeKernelConfigurationMidgard::*)(unsigned int m, unsigned int n, unsigned int k, - unsigned int b); - - // Configurations for Midgard architectures - static std::map<DataType, ConfigurationFunctionExecutorPtr> default_configs = - { - { DataType::QASYMM8, &CLGEMMNativeKernelConfigurationMidgard::default_q8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMNativeKernelConfigurationMidgard::default_q8 }, - { DataType::QSYMM8, &CLGEMMNativeKernelConfigurationMidgard::default_q8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMNativeKernelConfigurationMidgard::default_q8 } - }; - - if(default_configs.find(data_type) != default_configs.end()) - { - return (this->*default_configs[data_type])(m, n, k, b); - } - ARM_COMPUTE_ERROR("Not supported data type"); -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationMidgard::default_q8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - const unsigned int m0 = std::min(m, static_cast<unsigned int>(4)); - const unsigned int n0 = std::min(n, static_cast<unsigned int>(4)); - - return configure_lhs_rhs_info(m, n, m0, n0, 2, 1, 1, false, false, false, false); -} -} // namespace cl_gemm -} // namespace arm_compute
\ No newline at end of file diff --git a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationMidgard.h b/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationMidgard.h deleted file mode 100644 index 2f6671706e..0000000000 --- a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationMidgard.h +++ /dev/null @@ -1,51 +0,0 @@ -/* - * Copyright (c) 2020 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_CLGEMMNATIVEKERNELCONFIGURATIONMIDGARD_H -#define ARM_COMPUTE_CLGEMMNATIVEKERNELCONFIGURATIONMIDGARD_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** Midgard based OpenCL GEMMNative configuration */ -class CLGEMMNativeKernelConfigurationMidgard final : public ICLGEMMKernelConfiguration -{ -public: - /** Constructor - * - * @param[in] gpu GPU target - */ - CLGEMMNativeKernelConfigurationMidgard(GPUTarget gpu); - - // Inherited overridden method - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) override; - -private: - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> default_q8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMNATIVEKERNELCONFIGURATIONMIDGARD_H */ diff --git a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationValhall.cpp b/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationValhall.cpp deleted file mode 100644 index 2c82340eef..0000000000 --- a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationValhall.cpp +++ /dev/null @@ -1,180 +0,0 @@ -/* - * Copyright (c) 2020 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 "src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationValhall.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/GPUTarget.h" -#include "src/core/CL/gemm/CLGEMMHelpers.h" - -#include <map> -#include <utility> - -namespace arm_compute -{ -namespace cl_gemm -{ -CLGEMMNativeKernelConfigurationValhall::CLGEMMNativeKernelConfigurationValhall(GPUTarget gpu) - : ICLGEMMKernelConfiguration(gpu) -{ -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationValhall::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) -{ - using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMNativeKernelConfigurationValhall::*)(unsigned int m, unsigned int n, unsigned int k, - unsigned int b); - - // Configurations for Mali-G77 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G77 = - { - { DataType::F32, &CLGEMMNativeKernelConfigurationValhall::configure_G77_f32 }, - { DataType::F16, &CLGEMMNativeKernelConfigurationValhall::configure_G77_f16 }, - { DataType::QASYMM8, &CLGEMMNativeKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QSYMM8, &CLGEMMNativeKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMNativeKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMNativeKernelConfigurationValhall::configure_G77_u8 } - }; - - switch(_target) - { - case GPUTarget::G77: - default: - if(gemm_configs_G77.find(data_type) != gemm_configs_G77.end()) - { - return (this->*gemm_configs_G77[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationValhall::configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - if(n < 2048) - { - return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, 1, false, false, false, false); - } - else if(n >= 2048 && n < 8192) - { - return configure_lhs_rhs_info(m, n, 1, 4, 4, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 8, 4, 1, 1, false, false, false, false); - } - } - else - { - return configure_lhs_rhs_info(m, n, 5, 4, 2, 1, 1, false, false, false, false); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationValhall::configure_G77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - if(n < 2048) - { - return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, 1, false, false, false, false); - } - else if(n >= 2048 && n < 8192) - { - return configure_lhs_rhs_info(m, n, 1, 4, 4, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 8, 4, 1, 1, false, false, false, false); - } - } - else - { - return configure_lhs_rhs_info(m, n, 4, 8, 2, 1, 1, false, false, false, false); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMNativeKernelConfigurationValhall::configure_G77_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(dot8_supported(CLKernelLibrary::get().get_device())) - { - if(m == 1) - { - if(n < 2048) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 1, false, false, false, false); - } - else if(n >= 2048 && n < 16384) - { - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 8, 16, 1, 1, false, false, false, false); - } - } - else - { - if(m < 64) - { - return configure_lhs_rhs_info(m, n, 2, 2, 16, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 5, 2, 16, 1, 1, false, false, false, false); - } - } - } - else - { - if(m == 1) - { - if(n < 8192) - { - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 1, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 8, 16, 1, 1, false, false, false, false); - } - } - else - { - return configure_lhs_rhs_info(m, n, 2, 8, 16, 1, 1, false, false, false, false); - } - } -} -} // namespace cl_gemm -} // namespace arm_compute
\ No newline at end of file diff --git a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationValhall.h b/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationValhall.h deleted file mode 100644 index fb51b02edf..0000000000 --- a/src/core/CL/gemm/native/CLGEMMNativeKernelConfigurationValhall.h +++ /dev/null @@ -1,53 +0,0 @@ -/* - * Copyright (c) 2020 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_CLGEMMNATIVEKERNELCONFIGURATIONVALHALL_H -#define ARM_COMPUTE_CLGEMMNATIVEKERNELCONFIGURATIONVALHALL_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** Valhall based OpenCL GEMMNative configuration */ -class CLGEMMNativeKernelConfigurationValhall final : public ICLGEMMKernelConfiguration -{ -public: - /** Constructor - * - * @param[in] gpu GPU target - */ - CLGEMMNativeKernelConfigurationValhall(GPUTarget gpu); - - // Inherited overridden method - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) override; - -private: - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G77_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMNATIVEKERNELCONFIGURATIONVALHALL_H */ diff --git a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfiguration.h b/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfiguration.h deleted file mode 100644 index 21ccf2d647..0000000000 --- a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfiguration.h +++ /dev/null @@ -1,63 +0,0 @@ -/* - * Copyright (c) 2019-2020 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_CLGEMMRESHAPEDKERNELCONFIGURATION_H -#define ARM_COMPUTE_CLGEMMRESHAPEDKERNELCONFIGURATION_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" -#include "src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationBifrost.h" -#include "src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.h" - -#include "support/MemorySupport.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** CLGEMMReshaped factory class */ -class CLGEMMReshapedKernelConfigurationFactory final -{ -public: - /** Static method to call the CLGEMMReshaped kernel configuration class accordingly with the GPU target - * - * @param[in] gpu GPU target - * - * @return CLGEMMReshaped kernel configuration class - */ - static std::unique_ptr<ICLGEMMKernelConfiguration> create(GPUTarget gpu) - { - switch(get_arch_from_target(gpu)) - { - case GPUTarget::MIDGARD: - case GPUTarget::BIFROST: - return support::cpp14::make_unique<CLGEMMReshapedKernelConfigurationBifrost>(gpu); - case GPUTarget::VALHALL: - return support::cpp14::make_unique<CLGEMMReshapedKernelConfigurationValhall>(gpu); - default: - ARM_COMPUTE_ERROR("Not supported GPU target"); - } - } -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMRESHAPEDKERNELCONFIGURATION_H */ diff --git a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationBifrost.cpp b/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationBifrost.cpp deleted file mode 100644 index 46eeff3524..0000000000 --- a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationBifrost.cpp +++ /dev/null @@ -1,376 +0,0 @@ -/* - * Copyright (c) 2019-2020 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 "src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationBifrost.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/GPUTarget.h" -#include "arm_compute/core/TensorInfo.h" -#include "arm_compute/core/TensorShape.h" -#include "arm_compute/core/utils/misc/ShapeCalculator.h" -#include "src/core/CL/gemm/CLGEMMHelpers.h" - -#include <map> -#include <utility> - -namespace arm_compute -{ -namespace cl_gemm -{ -using namespace arm_compute::misc::shape_calculator; - -CLGEMMReshapedKernelConfigurationBifrost::CLGEMMReshapedKernelConfigurationBifrost(GPUTarget gpu) - : ICLGEMMKernelConfiguration(gpu) -{ -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) -{ - using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMReshapedKernelConfigurationBifrost::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - - // Configurations for Mali-G76 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G76 = - { - { DataType::F32, &CLGEMMReshapedKernelConfigurationBifrost::configure_G76_f32 }, - { DataType::F16, &CLGEMMReshapedKernelConfigurationBifrost::configure_G76_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedKernelConfigurationBifrost::configure_G76_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedKernelConfigurationBifrost::configure_G76_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedKernelConfigurationBifrost::configure_G76_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedKernelConfigurationBifrost::configure_G76_u8 } - }; - - // Configurations for Mali-G52 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G52 = - { - { DataType::F32, &CLGEMMReshapedKernelConfigurationBifrost::configure_G52_f32 }, - { DataType::F16, &CLGEMMReshapedKernelConfigurationBifrost::configure_G52_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8 } - }; - - // Configurations for Mali-G7x - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G7x = - { - { DataType::F32, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_f32 }, - { DataType::F16, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8 } - }; - - switch(_target) - { - case GPUTarget::G76: - if(gemm_configs_G76.find(data_type) != gemm_configs_G76.end()) - { - return (this->*gemm_configs_G76[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - default: - if(gemm_configs_G7x.find(data_type) != gemm_configs_G7x.end()) - { - return (this->*gemm_configs_G7x[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(n <= 4) - { - return configure_lhs_rhs_info(m, n, 4, 2, 8, 16, 16, true, false, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 5, 4, 4, 2, 16, false, true, false, true); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(n <= 4) - { - return configure_lhs_rhs_info(m, n, 4, 2, 8, 8, 2, true, true, true, false); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 8, 4, 4, 2, true, true, true, false); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G7x_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(dot8_supported(CLKernelLibrary::get().get_device())) - { - if(n <= 4) - { - return configure_lhs_rhs_info(m, n, 4, 2, 16, 2, 2, true, false, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 16, 2, 2, true, false, false, true); - } - } - else - { - if(n <= 4) - { - return configure_lhs_rhs_info(m, n, 4, 2, 8, 2, 2, true, false, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 6, 4, 4, 2, 2, true, true, false, true); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G52_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - const float r_mn = static_cast<float>(m) / static_cast<float>(n); - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; - const float r_mk = static_cast<float>(m) / static_cast<float>(k); - const float r_nk = static_cast<float>(n) / static_cast<float>(k); - - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - if(workload <= 274.4000f) - { - if(r_nk <= 0.7461f) - { - if(r_mn <= 21.1667f) - { - return configure_lhs_rhs_info(m, n, 4, 2, 4, 4, 4, false, true, true, false, false); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } - else - { - if(r_mk <= 17.3926f) - { - if(workload <= 542.4000f) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, true, true, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, true, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } - else - { - if(r_nk <= 0.5463f) - { - if(workload <= 11767.6001f) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, true, true, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, true, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, true, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G52_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; - - if(workload <= 323.4000f) - { - return configure_lhs_rhs_info(m, n, 2, 2, 8, 4, 8, false, false, false, true, false); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 8, 4, 2, 2, true, true, true, false, false); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G76_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - // Get lhs_info/rhs_info in case of OpenCL buffer - if(n <= 4) - { - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 2, 8, 16, 16, true, false, false, true); - } - else - { - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 2, 8, 16, false, false, false, true); - } - - // Get lhs_info/rhs_info in case of OpenCL image - // Condition on the GPU workload - if((m / 4) * (n / 4) >= 2560) - { - // Big workload - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 8, true, true, true, false, true); - } - else - { - // Small workload - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 2, 4, 4, 1, 1, true, true, true, false, true); - } - - const TensorInfo tensor_rhs_info(TensorShape(n, k, b), 1, DataType::F32); - const TensorShape shape = compute_rhs_reshaped_shape(tensor_rhs_info, rhs_info_img); - const TensorInfo tensor_reshaped_info(shape, 1, DataType::F32); - - // In case of vector by matrix with few work-items, we use the OpenCL buffer rather than the OpenCL image2d - const bool use_cl_image2d = (n <= 4) ? false : true; - - if(bool(validate_image2d_support_on_rhs(tensor_reshaped_info, rhs_info_img)) && use_cl_image2d) - { - return std::make_pair(lhs_info_img, rhs_info_img); - } - else - { - return std::make_pair(lhs_info_buf, rhs_info_buf); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G76_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; - const float r_mk = static_cast<float>(m) / static_cast<float>(k); - - if(workload <= 1595.2000f) - { - if(r_mk <= 2.1044f) - { - if(workload <= 870.4000f) - { - return configure_lhs_rhs_info(m, n, 2, 4, 4, 1, 2, true, false, true, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 2, 4, 2, 2, false, false, true, false, false); - } - } - else - { - return configure_lhs_rhs_info(m, n, 4, 2, 4, 2, 2, false, false, true, false, false); - } - } - else - { - return configure_lhs_rhs_info(m, n, 4, 8, 4, 4, 2, true, true, true, false, false); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationBifrost::configure_G76_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(n <= 4) - { - return configure_lhs_rhs_info(m, n, 4, 2, 16, 4, 1, false, false, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 16, 2, 2, false, true, false, true); - } -} -} // namespace cl_gemm -} // namespace arm_compute diff --git a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationBifrost.h b/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationBifrost.h deleted file mode 100644 index 715e7abfa3..0000000000 --- a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationBifrost.h +++ /dev/null @@ -1,58 +0,0 @@ -/* - * Copyright (c) 2019-2020 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_CLGEMMRESHAPEDKERNELCONFIGURATIONBIFROST_H -#define ARM_COMPUTE_CLGEMMRESHAPEDKERNELCONFIGURATIONBIFROST_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** Bifrost based OpenCL GEMMReshaped configuration */ -class CLGEMMReshapedKernelConfigurationBifrost final : public ICLGEMMKernelConfiguration -{ -public: - /** Constructor - * - * @param[in] gpu GPU target - */ - CLGEMMReshapedKernelConfigurationBifrost(GPUTarget gpu); - - // Inherited overridden method - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) override; - -private: - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G7x_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G52_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G76_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G7x_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G52_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G76_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G7x_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G76_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMRESHAPEDKERNELCONFIGURATIONBIFROST_H */ diff --git a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.cpp b/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.cpp deleted file mode 100644 index 4fd446f647..0000000000 --- a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.cpp +++ /dev/null @@ -1,228 +0,0 @@ -/* - * Copyright (c) 2020 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 "src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/GPUTarget.h" -#include "src/core/CL/gemm/CLGEMMHelpers.h" - -#include <map> -#include <utility> - -namespace arm_compute -{ -namespace cl_gemm -{ -CLGEMMReshapedKernelConfigurationValhall::CLGEMMReshapedKernelConfigurationValhall(GPUTarget gpu) - : ICLGEMMKernelConfiguration(gpu) -{ -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationValhall::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) -{ - using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMReshapedKernelConfigurationValhall::*)(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - - // Configurations for Mali-G77 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G77 = - { - { DataType::F32, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_f32 }, - { DataType::F16, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8 } - }; - - switch(_target) - { - case GPUTarget::G77: - default: - if(gemm_configs_G77.find(data_type) != gemm_configs_G77.end()) - { - return (this->*gemm_configs_G77[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationValhall::configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(n <= 4) - { - return configure_lhs_rhs_info(m, n, 4, 2, 8, 16, 16, true, false, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 5, 4, 4, 2, 16, false, true, false, true); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationValhall::configure_G77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - const float r_mn = static_cast<float>(m) / static_cast<float>(n); - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; - const float r_mk = static_cast<float>(m) / static_cast<float>(k); - const float r_nk = static_cast<float>(n) / static_cast<float>(k); - - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 4, false, false, true, false, false); - - if(r_mk <= 0.11824845522642136) - { - if(workload <= 880.0) - { - return configure_lhs_rhs_info(m, n, 2, 4, 4, 1, 4, false, false, true, false, false); - } - else - { - if(r_nk <= 0.42521367967128754) - { - if(workload <= 1726.4000244140625) - { - return configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 2, false, false, true, false, false); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, false, true, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - else - { - if(workload <= 1241.6000366210938) - { - return configure_lhs_rhs_info(m, n, 2, 4, 4, 1, 4, false, false, true, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 4, false, false, true, false, false); - } - } - } - } - else - { - if(workload <= 11404.7998046875) - { - if(r_mk <= 1.0126488208770752) - { - if(r_mn <= 2.545312523841858) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, false, true, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - else - { - return configure_lhs_rhs_info(m, n, 2, 4, 4, 1, 4, false, false, true, false, false); - } - } - else - { - if(workload <= 2881.199951171875) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 4, 2, false, false, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, false, true, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - } - else - { - if(r_nk <= 0.5765306055545807) - { - if(r_mn <= 6.010416746139526) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, false, true, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, true, false, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 2, 1, true, false, true, false, true); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedKernelConfigurationValhall::configure_G77_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(n <= 4) - { - return configure_lhs_rhs_info(m, n, 4, 2, 16, 4, 1, false, false, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 16, 2, 2, false, true, false, true); - } -} -} // namespace cl_gemm -} // namespace arm_compute diff --git a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.h b/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.h deleted file mode 100644 index 5f7e701e0e..0000000000 --- a/src/core/CL/gemm/reshaped/CLGEMMReshapedKernelConfigurationValhall.h +++ /dev/null @@ -1,53 +0,0 @@ -/* - * Copyright (c) 2020 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_CLGEMMRESHAPEDKERNELCONFIGURATIONVALHALL_H -#define ARM_COMPUTE_CLGEMMRESHAPEDKERNELCONFIGURATIONVALHALL_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** Valhall based OpenCL GEMMReshaped configuration */ -class CLGEMMReshapedKernelConfigurationValhall final : public ICLGEMMKernelConfiguration -{ -public: - /** Constructor - * - * @param[in] gpu GPU target - */ - CLGEMMReshapedKernelConfigurationValhall(GPUTarget gpu); - - // Inherited overridden method - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) override; - -private: - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G77_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMRESHAPEDKERNELCONFIGURATIONVALHALL_H */ diff --git a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfiguration.h b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfiguration.h deleted file mode 100644 index 4efe28ce69..0000000000 --- a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfiguration.h +++ /dev/null @@ -1,63 +0,0 @@ -/* - * Copyright (c) 2019-2020 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_CLGEMMRESHAPEDONLYRHSKERNELCONFIGURATION_H -#define ARM_COMPUTE_CLGEMMRESHAPEDONLYRHSKERNELCONFIGURATION_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" -#include "src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.h" -#include "src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationValhall.h" - -#include "support/MemorySupport.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** CLGEMMReshapedOnlyRHS factory class */ -class CLGEMMReshapedOnlyRHSKernelConfigurationFactory final -{ -public: - /** Static method to call the CLGEMMReshapedOnlyRHS kernel configuration class accordingly with the GPU target - * - * @param[in] gpu GPU target - * - * @return CLGEMMReshapedOnlyRHS kernel configuration class - */ - static std::unique_ptr<ICLGEMMKernelConfiguration> create(GPUTarget gpu) - { - switch(get_arch_from_target(gpu)) - { - case GPUTarget::MIDGARD: - case GPUTarget::BIFROST: - return support::cpp14::make_unique<CLGEMMReshapedOnlyRHSKernelConfigurationBifrost>(gpu); - case GPUTarget::VALHALL: - return support::cpp14::make_unique<CLGEMMReshapedOnlyRHSKernelConfigurationValhall>(gpu); - default: - ARM_COMPUTE_ERROR("Not supported GPU target"); - } - } -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMRESHAPEDONLYRHSKERNELCONFIGURATION_H */ diff --git a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.cpp b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.cpp deleted file mode 100644 index d5b76d8eaf..0000000000 --- a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.cpp +++ /dev/null @@ -1,560 +0,0 @@ -/* - * Copyright (c) 2019-2020 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 "src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/GPUTarget.h" -#include "arm_compute/core/TensorInfo.h" -#include "arm_compute/core/TensorShape.h" -#include "arm_compute/core/utils/misc/ShapeCalculator.h" -#include "src/core/CL/gemm/CLGEMMHelpers.h" - -#include <map> -#include <utility> - -namespace arm_compute -{ -namespace cl_gemm -{ -using namespace arm_compute::misc::shape_calculator; - -CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::CLGEMMReshapedOnlyRHSKernelConfigurationBifrost(GPUTarget gpu) - : ICLGEMMKernelConfiguration(gpu) -{ -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) -{ - using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::*)(unsigned int m, unsigned int n, unsigned int k, - unsigned int b); - - // Configurations for Mali-G51 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G51 = - { - { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f32 }, - { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8 } - }; - - // Configurations for Mali-G52 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G52 = - { - { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G52_f32 }, - { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G52_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 } - }; - - // Configurations for Mali-G76 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G76 = - { - { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f32 }, - { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8 } - }; - - // Configurations for Mali-G7x - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G7x = - { - { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f32 }, - { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8 } - }; - - switch(_target) - { - case GPUTarget::G76: - if(gemm_configs_G76.find(data_type) != gemm_configs_G76.end()) - { - return (this->*gemm_configs_G76[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - case GPUTarget::G52: - if(gemm_configs_G52.find(data_type) != gemm_configs_G52.end()) - { - return (this->*gemm_configs_G52[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - case GPUTarget::G51: - if(gemm_configs_G51.find(data_type) != gemm_configs_G51.end()) - { - return (this->*gemm_configs_G51[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - default: - if(gemm_configs_G7x.find(data_type) != gemm_configs_G7x.end()) - { - return (this->*gemm_configs_G7x[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - if(n <= 2548) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 4, false, true, false, true, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 8, false, true, false, true, false); - } - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 4, false, true, false, true); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - const bool is_workload_big = ((m * n * b) / 16) >= 2048; - - if(m == 1) - { - if(n >= 8192) - { - const unsigned int h0 = std::max(n / 4, 1U); - return configure_lhs_rhs_info(m, n, 1, 4, 8, 1, h0, false, true, false, true, false); - } - else - { - const unsigned int h0 = std::max(n / 2, 1U); - if(n <= 204) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, h0, false, true, false, true, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, h0, false, true, false, true, false); - } - } - } - else - { - const int h0 = std::max(std::min(static_cast<int>(n / 4), static_cast<int>(16)), static_cast<int>(1)); - if(is_workload_big) - { - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, h0, false, true, false, true); - } - else - { - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, true); - } - } - - // Get lhs_info/rhs_info in case of OpenCL image - const int h0 = std::max(std::min(static_cast<int>(n / 4), static_cast<int>(16)), static_cast<int>(1)); - if(is_workload_big) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, h0, false, true, false, false, true); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, true, true); - } - - const TensorInfo tensor_rhs_info(TensorShape(n, k, b), 1, DataType::F32); - const TensorShape shape = compute_rhs_reshaped_shape(tensor_rhs_info, rhs_info_img); - const TensorInfo tensor_reshaped_info(shape, 1, DataType::F32); - - // In case of vector by matrix or small workloads, we use the OpenCL buffer rather than the OpenCL image2d - const bool use_cl_image2d = ((m == 1) || ((((m * n * b) / 16) < 2048) && n < 128)) ? false : true; - - if(bool(validate_image2d_support_on_rhs(tensor_reshaped_info, rhs_info_img)) && use_cl_image2d) - { - return std::make_pair(lhs_info_img, rhs_info_img); - } - else - { - return std::make_pair(lhs_info_buf, rhs_info_buf); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G52_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; - const float r_nk = static_cast<float>(n) / static_cast<float>(k); - - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - if(m == 1) - { - if(r_nk <= 0.4664f) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 16, false, true, false, true, false); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 1, 4, 8, 1, 16, false, true, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 1, 4, 8, 1, 16, false, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } - else - { - if(workload <= 274.4000f) - { - return configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 16, false, false, false, true, false); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, false, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, false, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - const unsigned int n0 = n < 1280 ? 2 : 4; - const unsigned int h0 = std::max(n / n0, 1U); - return configure_lhs_rhs_info(m, n, 1, n0, 4, 1, h0, false, true, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, true); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - if(n > 2048) - { - const unsigned int h0 = std::max(n / 4, 1U); - return configure_lhs_rhs_info(m, n, 1, 4, 4, 1, h0, false, true, false, true); - } - else - { - const unsigned int h0 = std::max(n / 2, 1U); - return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, h0, false, true, false, true); - } - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 4, false, true, false, true); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G52_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - const float r_mn = static_cast<float>(m) / static_cast<float>(n); - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; - const float r_mk = static_cast<float>(m) / static_cast<float>(k); - const float r_nk = static_cast<float>(n) / static_cast<float>(k); - - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - if(m == 1) - { - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 16, false, true, false, false, false); - - if(r_mk <= 0.0026f) - { - if(r_nk <= 0.4664f) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 32, false, true, false, true, false); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 16, false, true, false, false, true); - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - else - { - if(r_mk <= 0.0148f) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 32, false, true, false, true, false); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 16, false, true, false, false, true); - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - } - else - { - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 5, 8, 4, 1, 2, false, false, false, false, false); - - if(workload <= 362.6000f) - { - return configure_lhs_rhs_info(m, n, 2, 2, 8, 1, 16, false, false, false, true, false); - } - else - { - if(r_mn <= 22.6067f) - { - if(workload <= 708.8000f) - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 5, 4, 4, 1, 2, false, false, false, false, true); - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - else - { - return configure_lhs_rhs_info(m, n, 5, 8, 2, 1, 16, false, false, false, false, false); - } - } - else - { - if(r_nk <= 0.0917f) - { - return configure_lhs_rhs_info(m, n, 2, 2, 8, 1, 16, false, false, false, true, false); - } - else - { - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 5, 4, 4, 1, 2, false, false, false, false, true); - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - - if(m == 1) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 32, false, true, false, true, false); - } - else - { - const float r_mn = static_cast<float>(m) / static_cast<float>(n); - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; - - if(workload <= 7449.60f) - { - if(workload <= 691.60f) - { - return configure_lhs_rhs_info(m, n, 2, 2, 8, 1, 8, false, false, false, false, false); - } - else - { - if(workload <= 4155.20f) - { - return configure_lhs_rhs_info(m, n, 5, 2, 8, 1, 16, false, false, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 5, 8, 2, 1, 32, false, false, false, false, false); - } - } - } - else - { - if(workload <= 16300.80f) - { - if(r_mn <= 44.56f) - { - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 5, 4, 4, 1, 2, false, true, false, false, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 5, 2, 8, 1, 16, false, false, false, false, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - else - { - return configure_lhs_rhs_info(m, n, 5, 2, 8, 1, 16, false, false, false, false, false); - } - } - else - { - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 5, 4, 4, 1, 2, false, true, false, false, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 5, 2, 8, 1, 16, false, false, false, false, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F16); - } - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - const unsigned int n0 = n < 1280 ? 2 : 4; - const unsigned int h0 = std::max(n / n0, 1U); - return configure_lhs_rhs_info(m, n, 1, n0, 8, 1, h0, false, true, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, true); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G7x_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(dot8_supported(CLKernelLibrary::get().get_device())) - { - if(m == 1) - { - const unsigned int h0 = std::max(n / 2, 1U); - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, h0, false, true, false, true); - } - else - { - const unsigned int h0 = std::max(n / 4, 1U); - return configure_lhs_rhs_info(m, n, 4, 4, 16, 1, h0, false, true, false, true); - } - } - else - { - const int h0 = std::max(std::min(static_cast<int>(n / 2), static_cast<int>(128)), static_cast<int>(1)); - if(m == 1) - { - return configure_lhs_rhs_info(m, n, 1, 2, 4, 1, h0, false, true, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 2, 16, 1, h0, false, true, false, true); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G76_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - const unsigned int h0 = std::max(n / 2, 1U); - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, h0, false, true, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 4, 4, 16, 1, 2, false, true, false, true); - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationBifrost::configure_G51_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - const unsigned int h0 = std::max(n / 2, 1U); - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, h0, false, true, false, true); - } - else - { - const unsigned int h0 = std::max(n / 2, 1U); - return configure_lhs_rhs_info(m, n, 4, 2, 16, 1, h0, false, true, false, true); - } -} - -} // namespace cl_gemm -} // namespace arm_compute diff --git a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.h b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.h deleted file mode 100644 index 4d284ed3e8..0000000000 --- a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationBifrost.h +++ /dev/null @@ -1,61 +0,0 @@ -/* - * Copyright (c) 2019-2020 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_CLGEMMRESHAPEDONLYRHSKERNELCONFIGURATIONBIFROST_H -#define ARM_COMPUTE_CLGEMMRESHAPEDONLYRHSKERNELCONFIGURATIONBIFROST_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** Bifrost based OpenCL GEMMReshapedOnlyRHS configuration */ -class CLGEMMReshapedOnlyRHSKernelConfigurationBifrost final : public ICLGEMMKernelConfiguration -{ -public: - /** Constructor - * - * @param[in] gpu GPU target - */ - CLGEMMReshapedOnlyRHSKernelConfigurationBifrost(GPUTarget gpu); - - // Inherited overridden method - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) override; - -private: - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G7x_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G76_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G52_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G51_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G7x_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G52_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G76_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G51_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G7x_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G76_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G51_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMRESHAPEDONLYRHSKERNELCONFIGURATIONBIFROST_H */ diff --git a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationValhall.cpp b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationValhall.cpp deleted file mode 100644 index e0991674b1..0000000000 --- a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationValhall.cpp +++ /dev/null @@ -1,259 +0,0 @@ -/* - * Copyright (c) 2020 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 "src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationValhall.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/GPUTarget.h" -#include "arm_compute/core/TensorInfo.h" -#include "arm_compute/core/TensorShape.h" -#include "arm_compute/core/utils/misc/ShapeCalculator.h" -#include "src/core/CL/gemm/CLGEMMHelpers.h" - -#include <map> -#include <utility> - -namespace arm_compute -{ -namespace cl_gemm -{ -using namespace arm_compute::misc::shape_calculator; - -CLGEMMReshapedOnlyRHSKernelConfigurationValhall::CLGEMMReshapedOnlyRHSKernelConfigurationValhall(GPUTarget gpu) - : ICLGEMMKernelConfiguration(gpu) -{ -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) -{ - using ConfigurationFunctionExecutorPtr = std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> (CLGEMMReshapedOnlyRHSKernelConfigurationValhall::*)(unsigned int m, unsigned int n, unsigned int k, - unsigned int b); - - // Configurations for Mali-G77 - static std::map<DataType, ConfigurationFunctionExecutorPtr> gemm_configs_G77 = - { - { DataType::F32, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_f32 }, - { DataType::F16, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_f16 }, - { DataType::QASYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QSYMM8, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QASYMM8_SIGNED, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_u8 }, - { DataType::QSYMM8_PER_CHANNEL, &CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_u8 } - }; - - switch(_target) - { - case GPUTarget::G77: - default: - if(gemm_configs_G77.find(data_type) != gemm_configs_G77.end()) - { - return (this->*gemm_configs_G77[data_type])(m, n, k, b); - } - else - { - ARM_COMPUTE_ERROR("Not supported data type"); - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - if(m == 1) - { - const float r_mn = static_cast<float>(m) / static_cast<float>(n); - const float r_mk = static_cast<float>(m) / static_cast<float>(k); - - if(r_mk <= 0.0064484127797186375) - { - if(r_mn <= 0.0028273810748942196) - { - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - - const unsigned int h0 = std::max(n / 4, 1U); - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 1, 4, 8, 1, 16, false, true, false, false, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 1, 4, 4, 1, h0, false, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 8, false, true, false, false, false); - } - } - else - { - if(r_mk <= 0.020312500186264515) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, 4, false, true, false, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, 16, false, true, false, true, false); - } - } - } - else - { - const float r_mn = static_cast<float>(m) / static_cast<float>(n); - const float workload = (static_cast<float>(m) * static_cast<float>(n) * static_cast<float>(b)) / 20.0f; - const float r_mk = static_cast<float>(m) / static_cast<float>(k); - - if(workload <= 1999.2000122070312) - { - if(workload <= 747.1999816894531) - { - return configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, false, true, false, true, false); - } - else - { - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 2, false, false, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, false, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } - else - { - if(r_mn <= 0.03348214365541935) - { - if(r_mk <= 0.028125000186264515) - { - return configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, false, true, false, true, false); - } - else - { - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 2, 4, 8, 1, 2, false, false, false, true, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 2, 2, 4, 1, 8, false, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } - else - { - GEMMLHSMatrixInfo lhs_info_buf; - GEMMRHSMatrixInfo rhs_info_buf; - GEMMLHSMatrixInfo lhs_info_img; - GEMMRHSMatrixInfo rhs_info_img; - std::tie(lhs_info_img, rhs_info_img) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 2, false, true, false, false, true); - std::tie(lhs_info_buf, rhs_info_buf) = configure_lhs_rhs_info(m, n, 4, 4, 4, 1, 16, false, true, false, true, false); - - return select_lhs_rhs_info(std::make_pair(lhs_info_img, rhs_info_img), - std::make_pair(lhs_info_buf, rhs_info_buf), - n, k, b, DataType::F32); - } - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - const unsigned int h0 = std::max(n / 2, 1U); - if(n <= 836.0) - { - return configure_lhs_rhs_info(m, n, 1, 2, 16, 1, h0, false, true, false, true, false); - } - else - { - return configure_lhs_rhs_info(m, n, 1, 2, 8, 1, h0, false, true, false, true, false); - } - } - else if(m < 128) - { - const int h0 = std::max(std::min(static_cast<int>(n / 4), static_cast<int>(256)), static_cast<int>(1)); - if(k >= 512) - { - return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, false, true, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, false); - } - } - else - { - const int h0 = std::max(std::min(static_cast<int>(n / 4), static_cast<int>(256)), static_cast<int>(1)); - if(n >= 64) - { - return configure_lhs_rhs_info(m, n, 4, 4, 4, 1, h0, false, true, false, false); - } - else - { - if(k >= 512) - { - return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, false, true, false, false); - } - else - { - return configure_lhs_rhs_info(m, n, 2, 4, 8, 1, h0, false, true, false, false); - } - } - } -} - -std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> CLGEMMReshapedOnlyRHSKernelConfigurationValhall::configure_G77_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b) -{ - ARM_COMPUTE_UNUSED(k); - ARM_COMPUTE_UNUSED(b); - - if(m == 1) - { - const unsigned int h0 = std::max(n / 2, 1U); - return configure_lhs_rhs_info(m, n, 1, 4, 16, 1, h0, false, true, false, true); - } - else - { - const int h0 = std::max(std::min(static_cast<int>(n / 4), static_cast<int>(256)), static_cast<int>(1)); - if(m >= 28) - { - return configure_lhs_rhs_info(m, n, 4, 4, 16, 1, h0, false, true, false, true); - } - else - { - return configure_lhs_rhs_info(m, n, 2, 4, 16, 1, h0, false, true, false, true); - } - } -} -} // namespace cl_gemm -} // namespace arm_compute diff --git a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationValhall.h b/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationValhall.h deleted file mode 100644 index b9289923b9..0000000000 --- a/src/core/CL/gemm/reshaped_only_rhs/CLGEMMReshapedOnlyRHSKernelConfigurationValhall.h +++ /dev/null @@ -1,53 +0,0 @@ -/* - * Copyright (c) 2020 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_CLGEMMRESHAPEDONLYRHSKERNELCONFIGURATIONVALHALL_H -#define ARM_COMPUTE_CLGEMMRESHAPEDONLYRHSKERNELCONFIGURATIONVALHALL_H - -#include "src/core/CL/ICLGEMMKernelConfiguration.h" - -namespace arm_compute -{ -namespace cl_gemm -{ -/** Valhall based OpenCL GEMMReshapedOnlyRHS configuration */ -class CLGEMMReshapedOnlyRHSKernelConfigurationValhall final : public ICLGEMMKernelConfiguration -{ -public: - /** Constructor - * - * @param[in] gpu GPU target - */ - CLGEMMReshapedOnlyRHSKernelConfigurationValhall(GPUTarget gpu); - - // Inherited overridden method - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure(unsigned int m, unsigned int n, unsigned int k, unsigned int b, DataType data_type) override; - -private: - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G77_f32(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G77_f16(unsigned int m, unsigned int n, unsigned int k, unsigned int b); - std::pair<GEMMLHSMatrixInfo, GEMMRHSMatrixInfo> configure_G77_u8(unsigned int m, unsigned int n, unsigned int k, unsigned int b); -}; -} // namespace cl_gemm -} // namespace arm_compute -#endif /*ARM_COMPUTE_CLGEMMRESHAPEDONLYRHSKERNELCONFIGURATIONVALHALL_H */ |