diff options
Diffstat (limited to 'src/core/gpu/cl/kernels/ClWidthConcatenate4TensorsKernel.cpp')
-rw-r--r-- | src/core/gpu/cl/kernels/ClWidthConcatenate4TensorsKernel.cpp | 185 |
1 files changed, 0 insertions, 185 deletions
diff --git a/src/core/gpu/cl/kernels/ClWidthConcatenate4TensorsKernel.cpp b/src/core/gpu/cl/kernels/ClWidthConcatenate4TensorsKernel.cpp deleted file mode 100644 index edbc23c1d3..0000000000 --- a/src/core/gpu/cl/kernels/ClWidthConcatenate4TensorsKernel.cpp +++ /dev/null @@ -1,185 +0,0 @@ -/* - * Copyright (c) 2018-2021 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/gpu/cl/kernels/ClWidthConcatenate4TensorsKernel.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/CL/ICLTensor.h" -#include "arm_compute/core/Helpers.h" -#include "arm_compute/core/Utils.h" -#include "src/core/CL/CLValidate.h" -#include "src/core/helpers/WindowHelpers.h" -#include "src/core/utils/helpers/tensor_info.h" -#include "support/Cast.h" - -#include "support/StringSupport.h" - -namespace arm_compute -{ -namespace opencl -{ -namespace kernels -{ -namespace -{ -Status validate_arguments(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *src3, const ITensorInfo *src4, const ITensorInfo *dst) -{ - ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src1, src2, src3, src4, dst); - ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src1); - ARM_COMPUTE_RETURN_ERROR_ON(src1->data_type() == DataType::UNKNOWN); - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src1, src2, src3, src4, dst); - ARM_COMPUTE_RETURN_ERROR_ON(src1->dimension(0) + src2->dimension(0) + src3->dimension(0) + src4->dimension(0) > dst->dimension(0)); - - for(size_t i = 1; i < Coordinates::num_max_dimensions; ++i) - { - ARM_COMPUTE_RETURN_ERROR_ON(src1->dimension(i) != dst->dimension(i)); - ARM_COMPUTE_RETURN_ERROR_ON(src2->dimension(i) != dst->dimension(i)); - ARM_COMPUTE_RETURN_ERROR_ON(src3->dimension(i) != dst->dimension(i)); - ARM_COMPUTE_RETURN_ERROR_ON(src4->dimension(i) != dst->dimension(i)); - } - ARM_COMPUTE_RETURN_ERROR_ON(src1->num_dimensions() > 4); - - return Status{}; -} -} // namespace - -ClWidthConcatenate4TensorsKernel::ClWidthConcatenate4TensorsKernel() -{ - _type = CLKernelType::ELEMENTWISE; -} - -Status ClWidthConcatenate4TensorsKernel::validate(const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *src3, const ITensorInfo *src4, const ITensorInfo *dst) -{ - ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src1, src2, src3, src4, dst)); - return Status{}; -} - -void ClWidthConcatenate4TensorsKernel::configure(const CLCompileContext &compile_context, - ITensorInfo *src1, ITensorInfo *src2, - ITensorInfo *src3, ITensorInfo *src4, - ITensorInfo *dst) -{ - ARM_COMPUTE_ERROR_ON_NULLPTR(src1, src2, src3, src4, dst); - ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src1, src2, src3, src4, dst)); - - auto padding_info = get_padding_info({ src1, src2, src3, src4, dst }); - const unsigned int min_dimension = std::min(std::min(src1->dimension(0), src2->dimension(0)), std::min(src3->dimension(0), src4->dimension(0))); - const unsigned int num_elems_processed_per_iteration = adjust_vec_size(8, min_dimension); - const unsigned int vec_size_leftover = dst->dimension(0) % num_elems_processed_per_iteration; - - // Add build options - CLBuildOptions build_opts; - build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(src1->data_type())); - build_opts.add_option("-DVEC_SIZE=" + support::cpp11::to_string(num_elems_processed_per_iteration)); - build_opts.add_option("-DVEC_SIZE_LEFTOVER=" + support::cpp11::to_string(vec_size_leftover)); - build_opts.add_option("-DDEPTH=" + support::cpp11::to_string(src1->dimension(2))); - build_opts.add_option("-DINPUT1_WIDTH=" + support::cpp11::to_string(src1->dimension(0))); - build_opts.add_option("-DINPUT2_WIDTH=" + support::cpp11::to_string(src2->dimension(0))); - build_opts.add_option("-DINPUT3_WIDTH=" + support::cpp11::to_string(src3->dimension(0))); - build_opts.add_option("-DINPUT4_WIDTH=" + support::cpp11::to_string(src4->dimension(0))); - build_opts.add_option("-DELEMENT_SIZE=" + support::cpp11::to_string(src1->element_size())); - build_opts.add_option("-DINPUT1_ROTATE_N=" + support::cpp11::to_string((src1->dimension(0) - vec_size_leftover) % num_elems_processed_per_iteration)); - build_opts.add_option("-DINPUT2_ROTATE_N=" + support::cpp11::to_string((src1->dimension(0) + src2->dimension(0) - vec_size_leftover) % num_elems_processed_per_iteration)); - build_opts.add_option("-DINPUT3_ROTATE_N=" + support::cpp11::to_string((src1->dimension(0) + src2->dimension(0) + src3->dimension(0) - vec_size_leftover) % num_elems_processed_per_iteration)); - - // If soources have different quantization info set quantization parameters needed for the re-quantization process - const bool have_different_qinfo = helpers::tensor_info::tensors_have_different_quantization_info(dst, src1, src2, src3, src4); - if(is_data_type_quantized_asymmetric(src1->data_type()) && have_different_qinfo) - { - const UniformQuantizationInfo iq1_info = src1->quantization_info().uniform(); - const UniformQuantizationInfo iq2_info = src2->quantization_info().uniform(); - const UniformQuantizationInfo iq3_info = src3->quantization_info().uniform(); - const UniformQuantizationInfo iq4_info = src4->quantization_info().uniform(); - const UniformQuantizationInfo oq_info = dst->quantization_info().uniform(); - - build_opts.add_option("-DOFFSET_IN1=" + float_to_string_with_full_precision(iq1_info.offset)); - build_opts.add_option("-DSCALE_IN1=" + float_to_string_with_full_precision(iq1_info.scale)); - build_opts.add_option("-DOFFSET_IN2=" + float_to_string_with_full_precision(iq2_info.offset)); - build_opts.add_option("-DSCALE_IN2=" + float_to_string_with_full_precision(iq2_info.scale)); - build_opts.add_option("-DOFFSET_IN3=" + float_to_string_with_full_precision(iq3_info.offset)); - build_opts.add_option("-DSCALE_IN3=" + float_to_string_with_full_precision(iq3_info.scale)); - build_opts.add_option("-DOFFSET_IN4=" + float_to_string_with_full_precision(iq4_info.offset)); - build_opts.add_option("-DSCALE_IN4=" + float_to_string_with_full_precision(iq4_info.scale)); - build_opts.add_option("-DOFFSET_OUT=" + float_to_string_with_full_precision(oq_info.offset)); - build_opts.add_option("-DSCALE_OUT=" + float_to_string_with_full_precision(oq_info.scale)); - } - - // Create kernel - _kernel = create_kernel(compile_context, "concatenate_width_x4", build_opts.options()); - - // Configure kernel window - Window win = calculate_max_window(*dst, Steps(num_elems_processed_per_iteration)); - ICLKernel::configure_internal(win.collapse(win, Window::DimZ)); - - ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); - - // Set config_id for enabling LWS tuning - _config_id = "concatenate_width_x4_"; - _config_id += lower_string(string_from_data_type(src1->data_type())); - _config_id += "_"; - _config_id += support::cpp11::to_string(src1->dimension(0)); - _config_id += "_"; - _config_id += support::cpp11::to_string(src1->dimension(1)); - _config_id += "_"; - _config_id += support::cpp11::to_string(src2->dimension(0)); - _config_id += "_"; - _config_id += support::cpp11::to_string(src2->dimension(1)); - _config_id += "_"; - _config_id += support::cpp11::to_string(src3->dimension(0)); - _config_id += "_"; - _config_id += support::cpp11::to_string(src3->dimension(1)); - _config_id += "_"; - _config_id += support::cpp11::to_string(src4->dimension(0)); - _config_id += "_"; - _config_id += support::cpp11::to_string(src4->dimension(1)); -} - -void ClWidthConcatenate4TensorsKernel::run_op(ITensorPack &tensors, const Window &window, ::cl::CommandQueue &queue) -{ - ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); - ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); - - const auto src0 = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_VEC)); - const auto src1 = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_VEC + 1)); - const auto src2 = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_VEC + 2)); - const auto src3 = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC_VEC + 3)); - auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); - - Window slice = window.first_slice_window_4D(); - - do - { - unsigned int idx = 0; - add_4D_tensor_argument(idx, src0, slice); - add_4D_tensor_argument(idx, src1, slice); - add_4D_tensor_argument(idx, src2, slice); - add_4D_tensor_argument(idx, src3, slice); - add_4D_tensor_argument(idx, dst, slice); - enqueue(queue, *this, window, lws_hint()); - } - while(window.slide_window_slice_4D(slice)); -} -} // namespace kernels -} // namespace opencl -} // namespace arm_compute |