/* * Copyright (c) 2022 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. */ #if defined(ENABLE_EXPERIMENTAL_DYNAMIC_FUSION) #include "src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseAddKernelComponent.h" #include "arm_compute/core/Validate.h" #include "src/core/helpers/AutoConfiguration.h" #include "src/core/helpers/WindowHelpers.h" namespace arm_compute { namespace experimental { namespace dynamic_fusion { ComponentType ClElementwiseAddKernelComponent::get_component_type() const { return ComponentType::Simple; } std::set ClElementwiseAddKernelComponent::get_headers_list() const { return std::set { "common/experimental/gemm_fused_post_ops/fp_mixed_precision_helpers.h", "gemm_helpers.h", "repeat.h", "tile_helpers.h" }; } Window ClElementwiseAddKernelComponent::get_window() const { const ITensorInfo *lhs_info = _blueprint->impl().get_kernel_argument_info(_lhs.arg_id); const ITensorInfo *rhs_info = _blueprint->impl().get_kernel_argument_info(_rhs.arg_id); ITensorInfo *dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id()); ARM_COMPUTE_ERROR_ON_NULLPTR(lhs_info, rhs_info, dst_info); const std::pair broadcast_pair = ITensorInfo::broadcast_shape_and_valid_region(*lhs_info, *rhs_info); const TensorShape &out_shape = broadcast_pair.first; auto_init_if_empty(*dst_info, out_shape, 1, lhs_info->data_type()); const unsigned int vector_size_byte_opencl = 16; const unsigned int num_elems_processed_per_iteration = adjust_vec_size(vector_size_byte_opencl / dst_info->element_size(), dst_info->dimension(0)); Window win = calculate_max_window(*dst_info, Steps(num_elems_processed_per_iteration)); return win; } std::string ClElementwiseAddKernelComponent::get_component_code() const { std::string code; return R"_( //------------------ START KERNEL {{meta_kernel_id}} ELTWISE_ADD --------------------- // IN_0(Accumulator) {{acc}} // IN_1(Addend) {{addend}} // c = addend + c (mix-precision, broadcast, boundary aware) { __global uchar *addend_addr = {{addend}}_ptr + {{addend}}_offset_first_element_in_bytes + (get_global_id(0) * (uint)N0 * sizeof(DATA_TYPE)) + (COMPUTE_M0_START_ROW(g_y, M0, PARTIAL_STORE_M0) * {{addend}}_stride_y) + get_global_id(2) * {{addend}}_stride_z; \ LOAD_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, addend, addend_addr, 0, {{addend}}_stride_y, g_zero, PARTIAL_LOAD_M0, PARTIAL_LOAD_N0, PARTIAL_COND_Y, PARTIAL_COND_X); \ MIXED_PRECISION_ELTWISE_OP_BLOCK(ADD_X_POS_0, M0, N0, {{acc}}, addend, DATA_TYPE_ACCUMULATOR, addend_hp); } // Workaround for the discrepancy between tiles and repeats #if defined(IS_TILED) {{acc}}[0].v = {{acc}}0; #if M0 >= 2 {{acc}}[1].v = {{acc}}1; #endif // M0 >= 2 #if M0 >= 3 {{acc}}[2].v = {{acc}}2; #endif // M0 >= 3 #if M0 >= 4 {{acc}}[3].v = {{acc}}3; #endif // M0 >= 4 #if M0 >= 8 {{acc}}[4].v = {{acc}}4; {{acc}}[5].v = {{acc}}5; {{acc}}[6].v = {{acc}}6; {{acc}}[7].v = {{acc}}7; #endif // M0 >= 8 #if M0 == 16 {{acc}}[8].v = {{acc}}8; {{acc}}[9].v = {{acc}}9; {{acc}}[10].v = {{acc}}A; {{acc}}[11].v = {{acc}}B; {{acc}}[12].v = {{acc}}C; {{acc}}[13].v = {{acc}}D; {{acc}}[14].v = {{acc}}E; {{acc}}[15].v = {{acc}}F; #endif // M0 == 16 #endif // defined(IS_TILED) //------------------ END KERNEL {{meta_kernel_id}} ELTWISE_ADD --------------------- )_"; } CLBuildOptions ClElementwiseAddKernelComponent::generate_build_options() const { auto t_dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id()); auto tile_info = _blueprint->impl().get_tile_info(); CLBuildOptions build_opts{}; build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(t_dst_info->data_type())); build_opts.add_option("-DM0=" + support::cpp11::to_string(tile_info.tile_dims.y())); build_opts.add_option("-DN0=" + support::cpp11::to_string(tile_info.tile_dims.x())); build_opts.add_option("-DPARTIAL_STORE_M0=" + support::cpp11::to_string(tile_info.boundaries.y() % tile_info.tile_dims.y())); return build_opts; } std::string ClElementwiseAddKernelComponent::generate_config_id() const { auto t_dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id()); std::string config_id{}; config_id += lower_string(string_from_data_type(t_dst_info->data_type())); config_id += "_"; config_id += support::cpp11::to_string(t_dst_info->dimension(0)); config_id += "_"; config_id += support::cpp11::to_string(t_dst_info->dimension(1)); config_id += "_"; config_id += lower_string(string_from_data_layout(t_dst_info->data_layout())); return config_id; } ClElementwiseAddKernelComponent::TagLUT ClElementwiseAddKernelComponent::allocate_vars(SharedVarTable &vtable) const { // Determine which argument is the accumulator Link accumulator; Link addend; if(_lhs.group == SharedVarGroup::Automatic) { accumulator = _lhs; addend = _rhs; } else if(_rhs.group == SharedVarGroup::Automatic) { accumulator = _rhs; addend = _lhs; } else { ARM_COMPUTE_ERROR("Invalid elementwise component linking"); } return { { "meta_kernel_id", id() }, { "acc", vtable.add(accumulator, ClKernelArgRuntimeDescriptor(accumulator.arg_id, TensorArgType::Image_3D), "add_acc") }, { "addend", vtable.add(addend, ClKernelArgRuntimeDescriptor(addend.arg_id, TensorArgType::Image_3D), "add_addend") }, // {"dst", vtable.add(_dst, ClKernelArgRuntimeDescriptor(_dst.arg_id, TensorArgType::Image_3D), "dst")}, // dst is needed for the root version and/or non-inplace version should we need one }; } } // namespace dynamic_fusion } // namespace experimental } // namespace arm_compute #endif // defined(ENABLE_EXPERIMENTAL_DYNAMIC_FUSION)