- The ExecuteGraph method is removed from the service interface. - Client::Execute calls Compile + Execute instead of ExecuteGraph. The existing users of this method is not affected. - The Compile compiles the graph into an executable. Since the argument shapes will affect how the graph is compiled, the Client::Compile has an argument `argument_shapes`, which must be the same as the shapes of the arguments being used in the Execute method. - The service cache the exectuables. PiperOrigin-RevId: 220569355
147 lines
5.6 KiB
C++
147 lines
5.6 KiB
C++
/* Copyright 2018 The TensorFlow Authors. All Rights Reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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==============================================================================*/
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#include "tensorflow/compiler/xla/rpc/grpc_stub.h"
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#include "tensorflow/core/distributed_runtime/rpc/grpc_util.h"
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namespace xla {
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GRPCStub::~GRPCStub() = default;
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Status MakeRPC(
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const std::function<::grpc::Status(::grpc::ClientContext*)>& rpc_method) {
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::grpc::ClientContext context;
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::grpc::Status s = rpc_method(&context);
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return tensorflow::FromGrpcStatus(s);
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}
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Status GRPCStub::TransferToClient(const TransferToClientRequest* request,
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TransferToClientResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->TransferToClient(context, *request, response);
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});
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}
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Status GRPCStub::TransferToServer(const TransferToServerRequest* request,
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TransferToServerResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->TransferToServer(context, *request, response);
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});
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}
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Status GRPCStub::TransferToInfeed(const TransferToInfeedRequest* request,
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TransferToInfeedResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->TransferToInfeed(context, *request, response);
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});
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}
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Status GRPCStub::TransferFromOutfeed(const TransferFromOutfeedRequest* request,
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TransferFromOutfeedResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->TransferFromOutfeed(context, *request, response);
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});
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}
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Status GRPCStub::ResetDevice(const ResetDeviceRequest* request,
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ResetDeviceResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->ResetDevice(context, *request, response);
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});
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}
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Status GRPCStub::Compile(const CompileRequest* request,
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CompileResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->Compile(context, *request, response);
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});
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}
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Status GRPCStub::Execute(const ExecuteRequest* request,
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ExecuteResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->Execute(context, *request, response);
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});
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}
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Status GRPCStub::ExecuteGraphParallel(
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const ExecuteGraphParallelRequest* request,
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ExecuteParallelResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->ExecuteGraphParallel(context, *request, response);
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});
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}
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Status GRPCStub::WaitForExecution(const WaitForExecutionRequest* request,
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WaitForExecutionResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->WaitForExecution(context, *request, response);
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});
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}
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Status GRPCStub::DeconstructTuple(const DeconstructTupleRequest* request,
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DeconstructTupleResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->DeconstructTuple(context, *request, response);
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});
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}
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Status GRPCStub::GetComputationGraphStats(
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const ComputationGraphStatsRequest* request,
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ComputationStatsResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->GetComputationGraphStats(context, *request, response);
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});
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}
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Status GRPCStub::GetShape(const GetShapeRequest* request,
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GetShapeResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->GetShape(context, *request, response);
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});
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}
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Status GRPCStub::GetDeviceHandles(const GetDeviceHandlesRequest* request,
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GetDeviceHandlesResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->GetDeviceHandles(context, *request, response);
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});
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}
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Status GRPCStub::CreateChannelHandle(const CreateChannelHandleRequest* request,
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CreateChannelHandleResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->CreateChannelHandle(context, *request, response);
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});
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}
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Status GRPCStub::ComputeConstantGraph(
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const ComputeConstantGraphRequest* request,
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ComputeConstantResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->ComputeConstantGraph(context, *request, response);
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});
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}
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// Methods used by GlobalData.
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Status GRPCStub::Unregister(const UnregisterRequest* request,
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UnregisterResponse* response) {
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return MakeRPC([this, request, response](::grpc::ClientContext* context) {
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return grpc_stub_->Unregister(context, *request, response);
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});
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}
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} // namespace xla
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