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    • 5. 发明授权
    • Partitioning CUDA code for execution by a general purpose processor
    • 将CUDA代码分区以供通用处理器执行
    • US08776030B2
    • 2014-07-08
    • US12415075
    • 2009-03-31
    • Vinod GroverBastiaan Joannes Matheus AartsMichael Murphy
    • Vinod GroverBastiaan Joannes Matheus AartsMichael Murphy
    • G06F9/44
    • G06F8/456
    • One embodiment of the present invention sets forth a technique for translating application programs written using a parallel programming model for execution on multi-core graphics processing unit (GPU) for execution by general purpose central processing unit (CPU). Portions of the application program that rely on specific features of the multi-core GPU are converted by a translator for execution by a general purpose CPU. The application program is partitioned into regions of synchronization independent instructions. The instructions are classified as convergent or divergent and divergent memory references that are shared between regions are replicated. Thread loops are inserted to ensure correct sharing of memory between various threads during execution by the general purpose CPU.
    • 本发明的一个实施例提出了一种用于翻译使用并行编程模型编写的应用程序的技术,用于在多核图形处理单元(GPU)上执行以由通用中央处理单元(CPU)执行。 依赖于多核GPU的特定功能的应用程序的部分由翻译器转换,以供通用CPU执行。 应用程序被划分为独立于同步的指令的区域。 指令被分类为在区域之间共享的收敛或发散和不同的存储器引用。 插入线程循环以确保在通用CPU执行期间在不同线程之间正确共享内存。
    • 7. 发明申请
    • Method for Transforming a Multithreaded Program for General Execution
    • 用于转换多线程程序进行一般执行的方法
    • US20120254875A1
    • 2012-10-04
    • US13076258
    • 2011-03-30
    • Jaydeep MARATHEVinod Grover
    • Jaydeep MARATHEVinod Grover
    • G06F9/46
    • G06F8/72G06F9/522
    • A technique is disclosed for executing a program designed for multi-threaded operation on a general purpose processor. Original source code for the program is transformed from a multi-threaded structure into a computationally equivalent single-threaded structure. A transform operation modifies the original source code to insert code constructs for serial thread execution. The transform operation also replaces synchronization barrier constructs in the original source code with synchronization barrier code that is configured to facilitate serialization. The transformed source code may then be conventionally compiled and advantageously executed on the general purpose processor.
    • 公开了一种用于在通用处理器上执行针对多线程操作设计的程序的技术。 程序的原始源代码从多线程结构转换为计算等效的单线程结构。 转换操作修改原始源代码以插入用于串行线程执行的代码结构。 变换操作还用原始源代码中的同步屏障代码替代配置为便于序列化的同步屏障代码。 然后可以在通用处理器上常规地编译和有利地执行变换的源代码。
    • 9. 发明申请
    • Efficient construction of pruned SSA form
    • 修剪SSA形式的有效建设
    • US20050273777A1
    • 2005-12-08
    • US10863000
    • 2004-06-07
    • Vinod GroverWeiping Hu
    • Vinod GroverWeiping Hu
    • G06F9/45
    • G06F8/443
    • Intermediate representations of computer code are efficiently generated. More particularly, methods described herein may be used to construct a static single assignment representation of computer code without unnecessary phi-function nodes. Potentially necessary phi-function node assignments may be analyzed to determine whether they directly reach a non-phi use or a necessary phi-use of a corresponding variable. Those that ultimately reach such a use may be determined to be necessary and a pruned static single assignment may be constructed by including those potentially necessary phi-functions determined to be in fact necessary. Also, some phi-function nodes may be determined to be necessary based on their dependency relationship to other phi-functions previously determined to be necessary (e.g., because they directly reach a non-phi use). A phi-function dependency graph may be used to record dependency relationships between phi-function nodes. The analysis can proceed during a forward walk of a control flow representation of the program.
    • 有效地生成计算机代码的中间表示。 更具体地,本文描述的方法可以用于构造计算机代码的静态单分配表示,而不需要不必要的功能节点。 可能分析潜在必需的phi函数节点分配,以确定它们是否直接达到非phi使用或相应变量的必要phi使用。 最终达到这种用途的那些可以被确定为必要的,并且修剪的静态单个分配可以通过包括被确定为实际需要的那些潜在必要的phi函数来构造。 此外,可以基于它们与先前确定为必需的其他phi函数的依赖关系(例如,因为它们直接达到非phi使用)而确定一些phi函数节点是必要的。 phi函数依赖图可用于记录phi函数节点之间的依赖关系。 分析可以在程序的控制流表示的向前行进期间进行。