/* * Copyright (c) 2018-2020 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 "arm_compute/core/CL/kernels/CLElementWiseUnaryLayerKernel.h" #include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/CL/CLValidate.h" #include "arm_compute/core/CL/ICLTensor.h" #include "arm_compute/core/utils/misc/Cast.h" #include "support/StringSupport.h" namespace arm_compute { namespace { Status validate_arguments(const ITensorInfo &input, const ITensorInfo &output) { ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(&input); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&input, 1, DataType::F16, DataType::F32); // Validate in case of configured output if(output.total_size() > 0) { ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(&output); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&output, 1, DataType::F16, DataType::F32); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&input, &output); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(&input, &output); } return Status{}; } } // namespace void CLElementWiseUnaryLayerKernel::configure(const ITensorInfo *input, ITensorInfo *output, const ElementWiseUnary &op) { configure(CLKernelLibrary::get().get_compile_context(), input, output, op); } void CLElementWiseUnaryLayerKernel::configure(const CLCompileContext &compile_context, const ITensorInfo *input, ITensorInfo *output, const ElementWiseUnary &op) { ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(*input, *output)); const std::string kernel_name = "elementwise_unary"; const int vec_size_x = 16 / output->element_size(); const int output_width_x = output->tensor_shape().x(); const bool multi_access_x = (output_width_x / vec_size_x > 0); Window win = calculate_max_window(*output); if(multi_access_x) { win.set(Window::DimX, Window::Dimension(win.x().start(), ceil_to_multiple(win.x().end(), vec_size_x), vec_size_x)); } ICLKernel::configure_internal(win); // Set kernel build options CLBuildOptions build_opts; build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(input->data_type())); build_opts.add_option_if(multi_access_x, "-DVEC_SIZE=" + support::cpp11::to_string(vec_size_x)); build_opts.add_option_if(multi_access_x, "-DLAST_ACCESSED_X=" + support::cpp11::to_string(std::max(output_width_x - vec_size_x, 0))); switch(op) { case ElementWiseUnary::RSQRT: build_opts.add_option("-DOPERATION=rsqrt_op"); break; case ElementWiseUnary::EXP: build_opts.add_option("-DOPERATION=exp_op"); break; case ElementWiseUnary::NEG: build_opts.add_option("-DOPERATION=neg_op"); break; case ElementWiseUnary::SIN: build_opts.add_option("-DOPERATION=sin_op"); break; case ElementWiseUnary::ABS: build_opts.add_option("-DOPERATION=fabs_op"); break; case ElementWiseUnary::LOG: build_opts.add_option("-DOPERATION=natural_log_op"); break; case ElementWiseUnary::ROUND: build_opts.add_option("-DOPERATION=round_op"); break; default: ARM_COMPUTE_ERROR("Not implemented"); } // Create kernel _kernel = create_kernel(compile_context, kernel_name, build_opts.options()); } Status CLElementWiseUnaryLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *output, const ElementWiseUnary &op) { ARM_COMPUTE_UNUSED(op); ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output); ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(*input, *output)); return Status{}; } void CLElementWiseUnaryLayerKernel::run_op(const InputTensorMap &inputs, const OutputTensorMap &outputs, const Window &window, cl::CommandQueue &queue) { ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); Window collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ); Window slice = collapsed.first_slice_window_3D(); const auto src = utils::cast::polymorphic_downcast(inputs.at(TensorType::ACL_SRC)); auto dst = utils::cast::polymorphic_downcast(outputs.at(TensorType::ACL_DST)); do { unsigned int idx = 0; add_3D_tensor_argument(idx, src, slice); add_3D_tensor_argument(idx, dst, slice); enqueue(queue, *this, slice, lws_hint()); } while(collapsed.slide_window_slice_3D(slice)); } } // namespace arm_compute