PATC Course: Introduction to CUDA Programming
Date: 02/Jun/2014 Time: 09:00 - 06/Jun/2014 Time: 18:00
The course will take place in Barcelona Supercomputing Centre, within the UPC Campus Nord premises,
Room VS219, Vertex Building (green on the map)
S indicates that the room is 2 floors below the entrance level.
Target group: Level: BEGINNERS: for trainees from different background or very little knowledge (All courses are designed for specialists with at least finished 1st cycle degree)
Cost: There is no registration fee. The attendees would need to cover the expenses for travel, accommodation and meals. Click to go to suggested accommodation
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Day 1 – 2nd June, 2014
09:00h The GPU hardware: Many-core Nvidia developments
11:15h CUDA Programming: Threads, blocks, kernels, grids
14:00h CUDA Tools: Compiling, debugging, profiling, occupancy calculator
16:15h CUDA Examples: VectorAdd, ReverseArray, Matrix Multiply
18.00h Adjourn
Day 2 – 3th June, 2014
09:00h Inside Kepler
11:15h Optimizing GPU codes on Kepler using CUDA 5.0
14:00h Lab: Getting Started Guide (PATC)
14:30h Lab: Vector Addition
16:15h Lab: Simple Matrix-Matrix Multiplication
18.00h Adjourn
Day 3 – 4th June, 2014
09:00h Future Nvidia designs: Maxwell, Pascal, Stacked DRAM
11:15h Programming with CUDA 6.0 and unified memory
14:00h Lab: Tiled 7-point 3D Stencil
16:15h Lab: Tiled Matrix-Matrix Multiplication
18.00h Adjourn
Day 4 – 5th June, 2014
09:00h Atomics and Histograming14:30h Lab: Vector Addition
11:15h Reductions
14:00h Lab: Histogramming
16:15h Lab: Vector Reduction
18.00h Adjourn
Day 5 – 6th June, 2014
09:00h Prefix Scan
11:15h CUDA Streams
14:00h Lab: Prefix scan
18.00h Adjourn