kernel_pool.h

/* Copyright (c) 2018 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 <memory>  // for unique_ptr
#include <string>
#include <unordered_map>
#include <vector>
#include "paddle/fluid/operators/jit/gen_base.h"
#include "paddle/fluid/operators/jit/kernel_base.h"
#include "paddle/fluid/operators/jit/kernel_key.h"
#include "paddle/fluid/platform/place.h"

namespace paddle {
namespace operators {
namespace jit {

template <KernelType KT>
class JitCodePool {
  typedef std::unique_ptr<GenBase> GenBasePtr;
  typedef std::unordered_map<size_t, GenBasePtr> JitCodeMap;

 public:
  JitCodePool() = default;
  static JitCodePool& Instance() {
    static thread_local JitCodePool<KT> g_jit_codes;
    return g_jit_codes;
  }

  const JitCodeMap& AllKernels() { return codes_; }

  bool Has(size_t key) const { return codes_.find(key) != codes_.end(); }

  void Insert(size_t key, GenBasePtr value) {
    codes_.emplace(key, std::move(value));
  }

 private:
  JitCodeMap codes_;
  DISABLE_COPY_AND_ASSIGN(JitCodePool);
};

class JitCodeCreatorPool {
  typedef std::unique_ptr<const GenCreator> GenCreatorPtr;
  typedef std::unordered_map<KernelKey, std::vector<GenCreatorPtr>,
                             KernelKey::Hash>
      GenCreatorPtrMap;

 public:
  JitCodeCreatorPool() = default;
  static JitCodeCreatorPool& Instance();
  GenCreatorPtrMap& AllCreators() { return creators_; }
  void Insert(const KernelKey& key, GenCreatorPtr value) {
    if (creators_.find(key) == creators_.end()) {
      creators_.emplace(key, std::vector<GenCreatorPtr>());
    }
    creators_.at(key).emplace_back(std::move(value));
  }

 private:
  GenCreatorPtrMap creators_;
  DISABLE_COPY_AND_ASSIGN(JitCodeCreatorPool);
};

typedef std::unique_ptr<const Kernel> KernelPtr;
typedef std::unordered_map<KernelKey, std::vector<KernelPtr>, KernelKey::Hash>
    KernelMap;

class KernelPool {
 public:
  static KernelPool& Instance();
  KernelPool() = default;
  KernelMap& AllKernels() { return pool_; }
  void Insert(const KernelKey& key, KernelPtr value) {
    if (pool_.find(key) == pool_.end()) {
      pool_.emplace(key, std::vector<KernelPtr>());
    }
    pool_.at(key).emplace_back(std::move(value));
  }

 private:
  KernelMap pool_;
  DISABLE_COPY_AND_ASSIGN(KernelPool);
};

// Every kernel should have refer code and it should be used in unit tests,
// so refer kernels should have it's independent kernel pool
class ReferKernelPool {
 public:
  static ReferKernelPool& Instance();
  ReferKernelPool() = default;
  KernelMap& AllKernels() { return pool_; }
  void Insert(const KernelKey& key, KernelPtr value) {
    if (pool_.find(key) == pool_.end()) {
      pool_.emplace(key, std::vector<KernelPtr>());
    }
    pool_.at(key).emplace_back(std::move(value));
  }

 private:
  KernelMap pool_;
  DISABLE_COPY_AND_ASSIGN(ReferKernelPool);
};

}  // namespace jit
}  // namespace operators
}  // namespace paddle