【轉知】中軟聯盟會員課程優惠方案-- CUDA C 程式設計(八月台中場)

課程費用

訂價

07/31前報名特價優惠

呼朋引伴專案

CUDA C

5,000

4,500

三人同行，一人半價；四人同行，一人免費
(報名時需一次報齊人數，恕不接受後續調整追加)

日　期

課程大綱

08/18

(第一堂)

(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

08/19
(第二堂)

(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) Optimizations

     a. memory optimization

     b. configuration optimization

     c. instruction optimization

08/20
(第三堂)

(09) Profilers
     a. cuda-memcheck    b. NVVP - NViadia Visual Profiler
 
(10) CUDA Stream, multiple GPUs, hybrid models

     a.  streams         b. with openmp        c. with MPI
 

(11) Cuda Libraries

     a. cublas         b. curand           c. cufft