【主辦單位】研碩資訊股份有限公司 【協辦單位】博盛數碼動力(股)公司、鴻鵠國際(股)公司 【上課日期】2015/03/31, 04/01 , 04/10 【報名截止日】2015/03/23 【上課時間】上午10:00~12:00 至 下午01:00~05:00 【上課場次】台北場03/31 : (01) Introduction of parallel processing a. Shared Memory Multipleprocessor b. Distributed Memory Multiplecomputer (02) Concept of CUDA a. CUDA supported GPUs b. What is CUDA ?
(03) CUDA installation a. CUDA driver & toolkit b. CUDA SDK c. Meet DeviceQuery (04) CUDA programming model a. CUDA execution flow b. Index system in kernel function c. Streaming Multiprocessor(SM) d. NVCC - NVidia C Compiler e. CUDA Runtime library f. example: CUDA memory management (05) CUDA memory hierarchy a.Register b. Shared memory c. Local memory d. Global memory e. L1/L2 cache f. Constant memory g. Texture memory 04/01:
(06) Your First CUDA program : Vector Addition a. sequencial b. 1 B 1 T c. 1 B N T d. M B N T e. CUDA event functions (07) CUDA performance tunnig basic : Vector inner productor a. sequencial b. naive c. atomic function d. shared memory e. tree reduction f. kernel execution time distribution analysis (08) CUDA programming skills a. Device I/O bridge b. Separate Compilation c. Flexible use of CUDA function type qualifiers d. fast CUDA porting model 04/10: (09) Profilers a. Valgrind b. NVVP - NViadia Visual Profiler (10) CUDA Stream and Concurrency a. Concurrency b. Streams c. Explicit Synchronization d. Stream Scheduling e. hyper - Q (11) Multiple GPUs a. CUDA + OpenMP b. Concurrency for multiple CUDA Kernel (12) Something for Adcance Programmers 更多詳細資訊,請上研碩資訊網站:www.yanshuo.cc
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