// Copyright (c) 2019 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 "lite/backends/bm/target_wrapper.h" #include "lite/core/kernel.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace kernels { namespace bm { using TargetW = TargetWrapper; // Host to BM memory. void CopyFromHostSync(void* target, const void* source, size_t size) { TargetW::MemcpySync(target, source, size, IoDirection::HtoD); } void CopyFromHostAsync(void* target, const void* source, size_t size, TargetW::stream_t stream) { TargetW::MemcpyAsync(target, source, size, IoDirection::HtoD, stream); } // Host to Host memory. void CopyToHostSync(void* target, const void* source, size_t size) { TargetW::MemcpySync(target, source, size, IoDirection::DtoH); } /* * This kernel copies a tensor from host to BM space. */ class IoCopyHostToBMCompute : public KernelLite { public: void Run() override { auto& param = Param(); CHECK(param.x->target() == TARGET(kHost) || param.x->target() == TARGET(kX86)); auto mem_size = param.x->memory_size(); VLOG(4) << "copy size " << mem_size; auto* data = param.y->mutable_data(TARGET(kBM), mem_size); CopyFromHostSync(data, param.x->raw_data(), mem_size); } std::unique_ptr GetTypeInferHandler() override { std::unique_ptr res(new type_infer_handler_t); *res = [](const std::map& inputs, const std::string& out) -> const Type* { CHECK(!inputs.empty()); auto* type = inputs.at("Input"); CHECK(type->target() == TARGET(kHost)); auto out_place = type->place(); out_place.target = TARGET(kBM); auto* out_type = Type::Get(type->id(), out_place.target, out_place.precision, out_place.layout, out_place.device); return out_type; }; return res; } std::string doc() const override { return "Copy IO from HOST to BM"; } }; /* * This kernel copies a tensor from BM to host space. */ class IoCopyBMToHostCompute : public KernelLite { public: void Run() override { auto& param = Param(); CHECK(param.x->target() == TARGET(kBM)); auto mem_size = param.x->memory_size(); VLOG(4) << "io copy bm to host " << mem_size; auto* data = param.y->mutable_data(TARGET(kHost), mem_size); CopyToHostSync(data, param.x->raw_data(), mem_size); } std::string doc() const override { return "Copy IO from BM to HOST"; } }; } // namespace bm } // namespace kernels } // namespace lite } // namespace paddle REGISTER_LITE_KERNEL(io_copy, kBM, kAny, kAny, paddle::lite::kernels::bm::IoCopyHostToBMCompute, host_to_device) .BindInput("Input", {LiteType::GetTensorTy(TARGET(kHost), PRECISION(kAny), DATALAYOUT(kAny))}) .BindOutput("Out", {LiteType::GetTensorTy(TARGET(kBM), PRECISION(kAny), DATALAYOUT(kAny))}) .Finalize(); REGISTER_LITE_KERNEL(io_copy, kBM, kAny, kAny, paddle::lite::kernels::bm::IoCopyBMToHostCompute, device_to_host) .BindInput("Input", {LiteType::GetTensorTy(TARGET(kBM), PRECISION(kAny), DATALAYOUT(kAny))}) .BindOutput("Out", {LiteType::GetTensorTy(TARGET(kHost), PRECISION(kAny), DATALAYOUT(kAny))}) .Finalize(); REGISTER_LITE_KERNEL(io_copy_once, kBM, kAny, kAny, paddle::lite::kernels::bm::IoCopyHostToBMCompute, host_to_device) .BindInput("Input", {LiteType::GetTensorTy(TARGET(kHost), PRECISION(kAny), DATALAYOUT(kAny))}) .BindOutput("Out", {LiteType::GetTensorTy(TARGET(kBM), PRECISION(kAny), DATALAYOUT(kAny))}) .Finalize(); REGISTER_LITE_KERNEL(io_copy_once, kBM, kAny, kAny, paddle::lite::kernels::bm::IoCopyBMToHostCompute, device_to_host) .BindInput("Input", {LiteType::GetTensorTy(TARGET(kBM), PRECISION(kAny), DATALAYOUT(kAny))}) .BindOutput("Out", {LiteType::GetTensorTy(TARGET(kHost), PRECISION(kAny), DATALAYOUT(kAny))}) .Finalize();