// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include "paddle/phi/kernels/scatter_kernel.h" #include "paddle/phi/backends/gpu/gpu_context.h" #include "paddle/phi/core/kernel_registry.h" #include "paddle/phi/core/tensor_utils.h" #include "paddle/phi/kernels/funcs/scatter.cu.h" namespace phi { template void ScatterKernel(const Context &dev_ctx, const DenseTensor &x, const DenseTensor &index, const DenseTensor &updates, bool overwrite, DenseTensor *out) { if (index.numel() == 0) { dev_ctx.template Alloc(out); Copy(dev_ctx, x, dev_ctx.GetPlace(), false, out); return; } if (out && out->numel() == 0) { dev_ctx.template Alloc(out); return; } Copy(dev_ctx, x, dev_ctx.GetPlace(), false, out); // use template class to support int32_t and int64_t auto index_type = index.dtype(); bool index_type_match = index_type == DataType::INT32 || index_type == DataType::INT64; PADDLE_ENFORCE_EQ(index_type_match, true, common::errors::InvalidArgument( "scatter_op Index holds the wrong type, it holds [%s]," "but desires to be [%s] or [%s].", index_type, DataType::INT32, DataType::INT64)); if (index_type == DataType::INT32) { funcs::GPUScatterAssign( dev_ctx, updates, index, out, overwrite); } else { funcs::GPUScatterAssign( dev_ctx, updates, index, out, overwrite); } } } // namespace phi PD_REGISTER_KERNEL(scatter, GPU, ALL_LAYOUT, phi::ScatterKernel, float, double, int, int64_t, phi::float16, phi::bfloat16) {}