/* * Copyright (c) 2023-2024 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 "GpuCkwStore.h" #include "arm_compute/core/Error.h" #include "src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/CkwHelper.h" #include "src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwScopedKernelWriter.h" #include "src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.h" #include #include namespace arm_compute { namespace experimental { namespace dynamic_fusion { GpuCkwStore::GpuCkwStore(ComponentId id, const ArgumentPack &tensors) : IGpuCkwComponentDriver{id, tensors}, _src{}, _dst{} { _src = this->tensors().get_const_tensor(TensorType::ACL_SRC_0); _dst = this->tensors().get_const_tensor(TensorType::ACL_DST_0); } void GpuCkwStore::write_component_code(const ComponentGroup &comp_group, GpuCkwVariableTable &vtable, GpuCkwScopedKernelWriter writer) const { /******************************************************************************** * 1 - Define tensors ********************************************************************************/ GpuCkwComponentArgument *src = vtable.declare_variable(comp_group, writer, _src, "src"); GpuCkwComponentArgument *dst = vtable.declare_variable(comp_group, writer, _dst, "dst"); /******************************************************************************** * 2 - Define CKW constants ********************************************************************************/ const auto dst_h = static_cast(_dst->dimension(2)); auto const_0_i32 = writer->declare_constant_tile(ckw::ConstantData({{0}}, ckw::DataType::Int32)); auto const_pos_1_i32 = writer->declare_constant_tile(ckw::ConstantData({{1}}, ckw::DataType::Int32)); auto const_dst_h_i32 = writer->declare_constant_tile(ckw::ConstantData({{dst_h}}, ckw::DataType::Int32)); /******************************************************************************** * 3 - Define the compute block parameters and destination tile (if not root component) * Bind the tile to the tensor to share it among different components and * initialize the compute block parameters ********************************************************************************/ const auto &tile_src = src->tile(); auto &sampler_src = src->tensor_sampler(); const auto dst_n0 = static_cast(tile_src.tile_info().width()); const auto dst_m0 = static_cast(tile_src.tile_info().height()); const int32_t dst_n0_partial = _dst->dimension(0) % dst_n0; const int32_t dst_shift_back = (dst_n0 - dst_n0_partial) % dst_n0; /******************************************************************************** * 4 - Define the compute block parameters CKW constants ********************************************************************************/ auto const_n0_i32 = writer->declare_constant_tile(ckw::ConstantData({{dst_n0}}, ckw::DataType::Int32)); auto const_m0_i32 = writer->declare_constant_tile(ckw::ConstantData({{dst_m0}}, ckw::DataType::Int32)); auto const_shift_back_n0_i32 = writer->declare_constant_tile(ckw::ConstantData({{dst_shift_back}}, ckw::DataType::Int32)); /******************************************************************************** * 5 - Define the samplers for the input tensor ********************************************************************************/ // Not required /******************************************************************************** * 6 - Extra operations required before writing the main code ********************************************************************************/ // Not required /******************************************************************************** * 7 - Get the coordinates of the destination tile ********************************************************************************/ auto tile_gid_0 = writer->declare_tile("gid_0", ckw::TileInfo(ckw::DataType::Int32)); auto tile_gid_1 = writer->declare_tile("gid_1", ckw::TileInfo(ckw::DataType::Int32)); auto tile_gid_2 = writer->declare_tile("gid_2", ckw::TileInfo(ckw::DataType::Int32)); writer->op_get_global_id(tile_gid_0, 0); writer->op_get_global_id(tile_gid_1, 1); writer->op_get_global_id(tile_gid_2, 2); auto tile_nout0 = writer->declare_tile("cout0", ckw::TileInfo(ckw::DataType::Int32)); // OFM auto tile_mout0 = writer->declare_tile("mout0", ckw::TileInfo(ckw::DataType::Int32)); // WIDTH or WIDTH x HEIGHT auto tile_mout1 = writer->declare_tile("mout1", ckw::TileInfo(ckw::DataType::Int32)); // HEIGHT or 0 auto tile_bout0 = writer->declare_tile("bout0", ckw::TileInfo(ckw::DataType::Int32)); // BATCH SIZE IDX // Calculate coordinates get_coordinate_from_gws_overlapping_min(writer, tile_nout0, tile_gid_0, const_n0_i32, const_shift_back_n0_i32, const_0_i32); get_coordinate_from_gws(writer, tile_mout0, tile_gid_1, const_m0_i32); // Get the boundary aware coordinates at each global dimension index if (sampler_src.format() == ckw::TensorSamplerFormat::Dim0_Dim1xDim2_1) { writer->op_assign(tile_mout1, const_0_i32); get_coordinate_from_gws(writer, tile_bout0, tile_gid_2, const_pos_1_i32); } else if (sampler_src.format() == ckw::TensorSamplerFormat::Dim0_Dim1_Dim2) { // For tile_mout1 and tile_bout0 the step can only be 1 writer->op_binary(tile_mout1, ckw::BinaryOp::Mod, tile_gid_2, const_dst_h_i32); writer->op_binary(tile_bout0, ckw::BinaryOp::Div, tile_gid_2, const_dst_h_i32); } /******************************************************************************** * 8 - Write the rest of the code ********************************************************************************/ writer->op_store(dst->tensor(), tile_src, sampler_src, tile_nout0, tile_mout0, tile_mout1, tile_bout0); } std::string GpuCkwStore::get_name(const ComponentGroup &comp_group) const { ARM_COMPUTE_UNUSED(comp_group); return "store"; } } // namespace dynamic_fusion } // namespace experimental } // namespace arm_compute