/* * Copyright (c) 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 "src/gpu/cl/operators/ClScatter.h" #include "arm_compute/core/Error.h" #include "arm_compute/runtime/CL/CLScheduler.h" #include "src/common/utils/Log.h" #include "src/gpu/cl/kernels/ClCopyKernel.h" #include "src/gpu/cl/kernels/ClFillKernel.h" #include "src/gpu/cl/kernels/ClScatterKernel.h" namespace arm_compute { namespace opencl { using namespace arm_compute::opencl::kernels; ClScatter::ClScatter() { } Status ClScatter::validate(const ITensorInfo *src, const ITensorInfo *updates, const ITensorInfo *indices, const ITensorInfo *dst, const ScatterInfo &info) { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(updates, indices, dst); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(indices, 1, DataType::S32); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_NOT_IN(dst, DataType::F32); // Currently, other datatypes are not suppported. if (src != nullptr) { // Check dst/src are same shape and datatype. ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(src->tensor_shape(), dst->tensor_shape()); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, updates, dst); ARM_COMPUTE_RETURN_ON_ERROR(kernels::ClCopyKernel::validate(src, dst)); // Validate Copy kernel } if (src != dst) { ARM_COMPUTE_RETURN_ON_ERROR(kernels::ClFillKernel::validate(dst, PixelValue(0.0f))); // Validate Fill kernel. } return kernels::ClScatterKernel::validate(updates, indices, dst, info); } void ClScatter::configure(const CLCompileContext &compile_context, const ITensorInfo *src, const ITensorInfo *updates, const ITensorInfo *indices, ITensorInfo *dst, const ScatterInfo &info) { ARM_COMPUTE_ERROR_ON_NULLPTR(updates, indices, dst); ARM_COMPUTE_LOG_PARAMS(src, indices, dst, info); // Perform validation step ARM_COMPUTE_ERROR_THROW_ON(validate(src, updates, indices, dst, info)); _fill_zero = info.zero_initialization; // If necessary, create fill kernel to fill dst tensor. if (_fill_zero) { auto f = std::make_unique(); f->configure(compile_context, dst, PixelValue(0.0f)); _fill_kernel = std::move(f); } else if (src != dst) // Check whether copying is necessary { // Fill dst with src copy here. auto j = std::make_unique(); j->configure(compile_context, src, dst); _copy_kernel = std::move(j); _run_copy = true; } // Configure ClScatterKernel auto k = std::make_unique(); k->set_target(CLScheduler::get().target()); k->configure(compile_context, updates, indices, dst, info); _scatter_kernel = std::move(k); } void ClScatter::run(ITensorPack &tensors) { // Get tensors. auto src = tensors.get_const_tensor(ACL_SRC_0); auto updates = tensors.get_const_tensor(ACL_SRC_1); auto indices = tensors.get_const_tensor(ACL_SRC_2); auto dst = tensors.get_tensor(ACL_DST); if (_fill_zero) { // Fill destination tensor with 0 values if zero init. ITensorPack fill_pack{{ACL_SRC, dst}}; CLScheduler::get().enqueue_op(*_fill_kernel, fill_pack, false); } if (_run_copy) { // copy src to dst before scatter op. ITensorPack copy_pack{{ACL_SRC, src}, {ACL_DST, dst}}; CLScheduler::get().enqueue_op(*_copy_kernel, copy_pack, false); } ITensorPack scatter_pack{{ACL_SRC_0, updates}, {ACL_SRC_1, indices}, {ACL_DST, dst}}; CLScheduler::get().enqueue_op(*_scatter_kernel, scatter_pack, false); } } // namespace opencl } // namespace arm_compute