wehub-resource-sync
135 lines
3.6 KiB
C++
135 lines
3.6 KiB
C++
/* Copyright (c) 2021 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. */
|
|
|
|
#pragma once
|
|
|
|
#include <mutex>
|
|
|
|
#include <model_runtime/ModelRunner.hpp>
|
|
#include <model_runtime/Tensor.hpp>
|
|
#include <popart/dataflow.hpp>
|
|
#include <popart/half.hpp>
|
|
#include <popart/names.hpp>
|
|
#include <popart/patterns/patterns.hpp>
|
|
#include <popart/session.hpp>
|
|
#include <popart/stepio.hpp>
|
|
#include <popart/tensorinfo.hpp>
|
|
|
|
#include "paddle/fluid/platform/device/ipu/ipu_utils.h"
|
|
|
|
namespace paddle {
|
|
namespace framework {
|
|
class ExecutionContext;
|
|
} // namespace framework
|
|
} // namespace paddle
|
|
|
|
namespace paddle {
|
|
namespace platform {
|
|
namespace ipu {
|
|
|
|
struct CompilerResources;
|
|
class IpuStrategy;
|
|
|
|
struct ExecutorResources {
|
|
// map<tensor_id, paddle_var_ptr>
|
|
popart::WeightsIO weights_io;
|
|
// <popart_var, paddle_var> pairs, include weights and optimizer states
|
|
std::vector<std::pair<popart::TensorId, std::string>> weights_and_opt_state;
|
|
};
|
|
|
|
class Executor {
|
|
public:
|
|
Executor() = default;
|
|
~Executor();
|
|
|
|
// Build popart session
|
|
void Prepare(const std::string &proto);
|
|
|
|
// Run popart session
|
|
void Run(const std::vector<const Tensor *> &inputs,
|
|
const std::vector<Tensor *> &outputs,
|
|
const framework::ExecutionContext &ctx);
|
|
|
|
// Run popef session
|
|
void RunPopef(const std::vector<const Tensor *> &inputs,
|
|
const std::vector<Tensor *> &outputs,
|
|
const framework::ExecutionContext &ctx);
|
|
|
|
// Sync weights from popart to paddle
|
|
void WeightsToHost();
|
|
|
|
// Detach IPU
|
|
void Detach();
|
|
|
|
// Reset session
|
|
void Reset();
|
|
|
|
// Scope
|
|
void SetScope(const Scope *scope) { scope_ = scope; }
|
|
|
|
// Strategy
|
|
void SetIpuStrategy(const IpuStrategy &strategy) {
|
|
ipu_strategy_ = &strategy;
|
|
}
|
|
|
|
// CompilerResources
|
|
void SetCompilerResources(CompilerResources *resources) {
|
|
compiler_resources_ = resources;
|
|
}
|
|
|
|
// Save model to onnx
|
|
void SaveModelToHost(const std::string &path);
|
|
|
|
private:
|
|
void AcquireDevice();
|
|
void SetWeightsIO();
|
|
void ConvertWeights(bool);
|
|
void WeightsFromPaddle();
|
|
void WeightsToPaddle();
|
|
void PreparePopefSession();
|
|
void ResetPopef();
|
|
|
|
private:
|
|
// Not own
|
|
const Scope *scope_ = nullptr;
|
|
const IpuStrategy *ipu_strategy_ = nullptr;
|
|
CompilerResources *compiler_resources_ = nullptr;
|
|
model_runtime::QueueManager *queue_manager_ = nullptr;
|
|
|
|
// Deviceinfo for popart session
|
|
std::shared_ptr<popart::DeviceInfo> device_;
|
|
// Popart session, where graph running
|
|
std::unique_ptr<popart::Session> session_;
|
|
// A ExecutorResources corresponds to a graph
|
|
std::unique_ptr<ExecutorResources> executor_resources_;
|
|
// mutex to lock session run.
|
|
mutable std::mutex mutex_;
|
|
// popef session
|
|
std::unique_ptr<model_runtime::Session> popef_session_;
|
|
// popef execution threads
|
|
std::thread main_program_;
|
|
// mutex to lock popef queue
|
|
std::mutex queue_mutex_;
|
|
|
|
bool compile_only_ = false;
|
|
// indicate if popart/popef is used. Do not use the ipu_strategy which may
|
|
// deconstruct before executor and cause undefined behavior.
|
|
bool enable_model_runtime_executor_ = false;
|
|
std::atomic_bool stop_ = {false};
|
|
};
|
|
|
|
} // namespace ipu
|
|
} // namespace platform
|
|
} // namespace paddle
|