// Copyright (c) 2023 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/all_gather_kernel.h" #include "paddle/phi/backends/all_context.h" #include "paddle/phi/core/kernel_registry.h" #if defined(PADDLE_WITH_GLOO) #include "paddle/phi/core/distributed/gloo_comm_context.h" #endif #ifdef PADDLE_WITH_CUSTOM_DEVICE #include "paddle/phi/core/distributed/xccl_comm_context.h" #endif namespace phi { template void AllGatherKernel(const Context& dev_ctx, const DenseTensor& x, int nranks, DenseTensor* out) { #if defined(PADDLE_WITH_GLOO) dev_ctx.template Alloc(out); auto out_dims = x.dims(); out_dims[0] *= nranks; out->Resize(out_dims); auto comm_ctx = static_cast(dev_ctx.GetCommContext()); PADDLE_ENFORCE_EQ( nranks, comm_ctx->GetSize(), errors::InvalidArgument( "nranks: %s should equal to %s", nranks, comm_ctx->GetSize())); comm_ctx->AllGather(out, x); #else PADDLE_THROW(errors::Unavailable( "PaddlePaddle should compile with GLOO by setting WITH_GLOO=ON")); #endif } #ifdef PADDLE_WITH_CUSTOM_DEVICE template void AllGatherKernel(const CustomContext& dev_ctx, const DenseTensor& x, int nranks, DenseTensor* out) { dev_ctx.template Alloc(out); auto out_dims = x.dims(); out_dims[0] *= nranks; out->Resize(out_dims); auto comm_ctx = static_cast(dev_ctx.GetCommContext()); PADDLE_ENFORCE_EQ( nranks, comm_ctx->GetSize(), errors::InvalidArgument( "nranks: %s should equal to %s", nranks, comm_ctx->GetSize())); comm_ctx->AllGather(out, x, dev_ctx.stream()); } #endif } // namespace phi PD_REGISTER_KERNEL(all_gather, CPU, ALL_LAYOUT, phi::AllGatherKernel, float, double, int, bool, int8_t, uint8_t, int16_t, int64_t, phi::float16, phi::complex64, phi::complex128) {} #ifdef PADDLE_WITH_CUSTOM_DEVICE PD_REGISTER_KERNEL(all_gather, Custom, ALL_LAYOUT, phi::AllGatherKernel, float, double, int, bool, int8_t, uint8_t, int16_t, int64_t, phi::float16, phi::complex64, phi::complex128) {} #endif