include/mxnet/rtc.h - master - githubmirror/incubator-mxnet

include/mxnet/rtc.h
142 строки4 KB
mozga
[master][clang-format] Re-format cc. .h. .cu files; cond. (#20704)
19 ноя 2021, 11:27
19 ноя 2021, 11:271add250
/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you 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.
 */

#ifndef MXNET_RTC_H_
#define MXNET_RTC_H_
#include "./base.h"
#if MXNET_USE_CUDA
#include <nvrtc.h>
#include <cuda.h>

#include <vector>
#include <string>
#include <memory>
#include <utility>
#include <unordered_map>
#include <unordered_set>
#include "./ndarray.h"

namespace mxnet {
namespace rtc {

/*! \brief Cuda runtime compile module. */
class CudaModule {
 private:
  /*! \brief Structure for holding internal info. */
  struct Chunk {
    /*!
     * \brief Constructs cuda module.
     * \param source cuda source code.
     * \param exports export symbols before mangling.
     */
    Chunk(const char* source,
          const std::vector<std::string>& options,
          const std::vector<std::string>& exports);
    /*! \brief deconstrutor */
    ~Chunk();
    /*!
     * \brief Get handle to cuda kernel from loaded module
     * \param mangled_name mangled kernel name
     * \param ctx context to run kernel on
     * \return loaded function handle
     */
    CUfunction GetFunction(const std::string& mangled_name, const Context& ctx);
    /*! \brief nvrtc program handle. */
    nvrtcProgram prog_;
    /*! \brief compiled cuda PTX */
    std::vector<char> ptx_;
    /*! \brief lazily loaded cuda module */
    std::unordered_map<int, CUmodule> mod_;
    /*! \brief exported names */
    std::unordered_set<std::string> exports_;
  };
  /*! \brief pointer to Chunk */
  std::shared_ptr<Chunk> ptr_;

 public:
  /*! \brief cuda kernel argument descriptor */
  struct ArgType {
    /*! \brief whether argument is NDArray */
    bool is_ndarray;
    /*! \brief whether argument is constant (input) */
    bool is_const;
    /*! \brief data type of argument */
    mshadow::TypeFlag dtype;
  };
  /*! \brief Cuda kernel */
  class Kernel {
   public:
    /*! \brief Launch the kernel */
    void Launch(const Context& ctx,
                const std::vector<dmlc::any>& args,
                uint32_t grid_dim_x,
                uint32_t grid_dim_y,
                uint32_t grid_dim_z,
                uint32_t block_dim_x,
                uint32_t block_dim_y,
                uint32_t block_dim_z,
                uint32_t shared_mem);
    /*! \brief kernel interface signature */
    const std::vector<ArgType>& signature() {
      return signature_;
    }

   private:
    friend class CudaModule;
    /*!
     * \brief constructor
     * \param mod module of this kernel
     * \param mangled_name mangled kernel name
     * \param signature kernel argument signature
     */
    Kernel(const std::shared_ptr<Chunk>& mod,
           const std::string& mangled_name,
           const std::vector<ArgType>& signature);
    /*! \brief mangled kernel name */
    std::string mangled_name_;
    /*! \brief kernel argument signature */
    std::vector<ArgType> signature_;
    /*! \brief module of this kernel */
    std::shared_ptr<Chunk> mod_;
    /*! \brief cached kernel function on each device */
    std::unordered_map<int, CUfunction> func_;
  };
  /*!
   * \brief CudaModule constructor
   * \param source cuda source code.
   * \param exports export symbols before mangling.
   */
  CudaModule(const char* source,
             const std::vector<std::string>& options,
             const std::vector<std::string>& exports)
      : ptr_(std::make_shared<Chunk>(source, options, exports)) {}
  /*!
   * \brief Get cuda kernal from module by name
   * \param name kernel name
   * \param signature kernel signature
   * \return shared pointer to cuda kernel
   */
  std::shared_ptr<Kernel> GetKernel(const std::string& name, const std::vector<ArgType>& signature);
};

}  // namespace rtc
}  // namespace mxnet

#endif  // MXNET_USE_CUDA
#endif  // MXNET_RTC_H_