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/** |
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* HMLP (High-Performance Machine Learning Primitives) |
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* |
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* Copyright (C) 2014-2017, The University of Texas at Austin |
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* |
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* This program is free software: you can redistribute it and/or modify |
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* it under the terms of the GNU General Public License as published by |
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* the Free Software Foundation, either version 3 of the License, or |
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* (at your option) any later version. |
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* |
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* This program is distributed in the hope that it will be useful, |
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* but WITHOUT ANY WARRANTY; without even the implied warranty of |
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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* GNU General Public License for more details. |
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* |
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* You should have received a copy of the GNU General Public License |
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* along with this program. If not, see the LICENSE file. |
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* |
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**/ |
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#ifndef HMLP_DEVICE_HPP |
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#define HMLP_DEVICE_HPP |
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#include <string> |
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#include <stdio.h> |
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//#include <iostream> |
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#include <cstddef> |
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#include <cassert> |
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#include <map> |
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#include <set> |
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#include <omp.h> |
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#define MAX_LINE 16 |
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namespace hmlp |
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{ |
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class Device *hmlp_get_device_host(); |
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typedef enum |
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{ |
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CACHE_CLEAN, |
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CACHE_DIRTY |
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} CacheStatus; |
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class CacheLine |
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{ |
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public: |
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CacheLine(); |
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void Setup( hmlp::Device *device, size_t line_size ); |
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bool isClean(); |
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void Bind( void *ptr_h ); |
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bool isCache( void *ptr_h, size_t size ); |
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char *device_data(); |
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private: |
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void *ptr_h = NULL; |
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char *ptr_d = NULL; |
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CacheStatus status; |
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size_t line_size; |
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}; |
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class Cache |
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{ |
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public: |
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Cache(); |
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void Setup( hmlp::Device *device ); |
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CacheLine *Read( size_t size ); |
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private: |
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size_t fifo = 0; |
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class CacheLine line[ MAX_LINE ]; |
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}; |
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typedef enum |
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{ |
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HOST, |
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NVIDIA_GPU, |
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OTHER_GPU, |
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TI_DSP |
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} DeviceType; |
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/** |
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* @brief This class describes devices or accelerators that require |
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* a master thread to control. A device can accept tasks from |
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* multiple workers. All received tasks are expected to be |
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* executed independently in a time-sharing fashion. |
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* Whether these tasks are executed in parallel, sequential |
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* or with some built-in context switching scheme does not |
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* matter. |
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* |
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*/ |
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class Device |
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{ |
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public: |
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Device(); |
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virtual class CacheLine *getline( size_t size ); |
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virtual void prefetchd2h( void *ptr_h, void *ptr_d, size_t size, int stream_id ); |
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virtual void prefetchh2d( void *ptr_d, void *ptr_h, size_t size, int stream_id ); |
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virtual void waitexecute(); |
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virtual void wait( int stream_id ); |
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virtual void *malloc( size_t size ); |
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virtual void malloc( void *ptr_d, size_t size ); |
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virtual size_t get_memory_left(); |
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virtual void free( void *ptr_d, size_t size ); |
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DeviceType devicetype; |
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std::string name; |
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class Cache cache; |
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private: |
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class Worker *workers; |
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}; |
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template<class T> |
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class DeviceMemory |
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{ |
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/** allow other instance to access device_map */ |
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//friend class DeviceMemory; |
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public: |
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DeviceMemory() |
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{ |
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this->host = hmlp_get_device_host(); |
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distribution.insert( host ); |
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}; |
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void CacheD( hmlp::Device *dev, size_t size ) |
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{ |
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if ( !isCached( size ) ) |
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{ |
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/** request a new cache location on the device */ |
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cache = dev->getline( size ); |
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cache->Bind( this ); |
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Redistribute<true>( host ); |
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} |
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}; |
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///** this will be the cache of target */ |
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//void asCache( DeviceMemory *target ) |
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//{ |
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// cache = target; |
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//}; |
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void AllocateD( hmlp::Device *dev, size_t size ) |
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{ |
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if ( !device_map.count( dev ) ) |
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{ |
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T *ptr_d = (T*)dev->malloc( size ); |
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if ( !ptr_d ) return; |
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device_map[ dev ] = ptr_d; |
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} |
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}; |
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/** free device memory, remove from the map and the distribution */ |
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void FreeD( hmlp::Device *dev, size_t size ) |
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{ |
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if ( device_map.count( dev ) ) |
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{ |
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if ( !device_map[ dev ] ) |
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{ |
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printf( "NULL device ptr in device_map\n" ); fflush( stdout ); |
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} |
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dev->free( device_map[ dev ], size ); |
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device_map.erase( dev ); |
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distribution.erase( dev ); |
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} |
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}; |
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/** */ |
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void PrefetchH2D( hmlp::Device *dev, int stream_id, size_t size, T* ptr_h ) |
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{ |
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this->stream_id = stream_id; |
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if ( cache ) |
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{ |
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//printf( "Is cached\n" ); fflush( stdout ); |
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CacheD( dev, size ); |
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if ( !distribution.count( dev ) ) |
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{ |
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dev->prefetchh2d( cache->device_data(), ptr_h, size, stream_id ); |
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/** TODO need to be careful about the definition here. */ |
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Redistribute<false>( dev ); |
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} |
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} |
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else |
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{ |
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//printf( "Not cached\n" ); fflush( stdout ); |
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if ( !distribution.count( dev ) ) |
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{ |
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//printf( "PrefetchH2D: target device does not have the latest copy.\n" ); |
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AllocateD( dev, size ); |
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//if ( !device_map.count( dev ) ) |
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//{ |
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// //printf( "allocate %lu bytes on %s\n", size, dev->name.data() ); |
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// T *ptr_d = (T*)dev->malloc( size ); |
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// if ( !ptr_d ) return; |
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// device_map[ dev ] = ptr_d; |
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//} |
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//printf( "memcpy H2D\n" ); |
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dev->prefetchh2d( device_map[ dev ], ptr_h, size, stream_id ); |
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/** TODO: maybe update the distribution here? */ |
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//printf( "redistribute\n" ); |
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Redistribute<false>( dev ); |
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} |
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else /** the device has the latest copy */ |
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{ |
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//printf( "PrefetchH2D: target device has the latest copy\n" ); |
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assert( device_map.find( dev ) != device_map.end() ); |
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} |
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} |
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}; |
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/** if host does not have the latest copy */ |
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void PrefetchD2H( hmlp::Device *dev, int stream_id, size_t size, T* ptr_h ) |
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{ |
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this->stream_id = stream_id; |
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if ( cache ) |
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{ |
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CacheD( dev, size ); |
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if ( !distribution.count( host ) ) |
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{ |
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dev->prefetchd2h( ptr_h, cache->device_data(), size, stream_id ); |
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Redistribute<false>( host ); |
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} |
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} |
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else |
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{ |
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if ( !distribution.count( host ) ) |
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{ |
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//printf( "PrefetchD2H: host does not have the latest copy.\n" ); |
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assert( device_map.count( dev ) ); |
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dev->prefetchd2h( ptr_h, device_map[ dev ], size, stream_id ); |
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Redistribute<false>( host ); |
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} |
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else /** the host has the latest copy */ |
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{ |
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//printf( "PrefetchD2H: host has the latest copy\n" ); |
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assert( device_map.count( host ) ); |
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} |
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} |
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}; |
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void FetchH2D( hmlp::Device *dev, size_t size, T* ptr_h ) |
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{ |
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PrefetchH2D( dev, stream_id, size, ptr_h ); |
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dev->wait( stream_id ); |
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}; |
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void FetchD2H( hmlp::Device *dev, size_t size, T* ptr_h ) |
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{ |
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PrefetchD2H( dev, stream_id, size, ptr_h ); |
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dev->wait( stream_id ); |
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}; |
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/** */ |
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void Wait( hmlp::Device *dev, int stream_id ) |
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{ |
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dev->wait( stream_id ); |
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}; |
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/** |
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* Redistribute() changes the data distribution by adding |
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* an new device to the distribution or flushing the |
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* distribution if we force to OVERWRITE the distribution. |
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*/ |
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template<bool OVERWRITE> |
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void Redistribute( hmlp::Device *dev ) |
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{ |
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assert( dev ); |
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if ( OVERWRITE ) distribution.clear(); |
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distribution.insert( dev ); |
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}; |
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bool is_up_to_date( hmlp::Device *dev ) |
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{ |
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return distribution.count( dev ); |
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}; |
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T* device_data( hmlp::Device *dev ) |
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{ |
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if ( cache ) |
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{ |
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return (T*)cache->device_data(); |
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} |
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else |
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{ |
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auto it = device_map.find( dev ); |
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if ( it == device_map.end() ) |
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{ |
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printf( "no device pointer for the target device\n" ); |
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return NULL; |
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} |
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return device_map[ dev ]; |
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} |
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}; |
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private: |
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int stream_id = 0; |
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hmlp::Device *host = NULL; |
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/** map a device to its data pointer */ |
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std::map<hmlp::Device*, T*> device_map; |
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/** distribution */ |
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std::set<hmlp::Device*> distribution; |
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CacheLine *cache = NULL; |
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bool isCached( size_t size ) |
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{ |
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bool iscached = false; |
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if ( cache ) |
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{ |
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iscached = cache->isCache( this, size ); |
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} |
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return iscached; |
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}; |
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}; // end class DeviceMemory |
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}; // end namespace hmlp |
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#endif //#define HMLP_DEVICE_HPP |