Welcome to ECPS 295: GPU Parallel Programming (Fall 2024)!

Instructor: Sitao Huang (sitaoh@uci.edu)

Office Hours: Thursdays 3-4 PM or by appointment, EH 3225

Teaching Assistant: Yifan Zhang (yifanz58@uci.edu)

Temporary office hours (held by Sitao): Mondays 10-11 AM, EH 3225

Lecture Time: Mondays/Wednesdays 3:30-4:50 pm

Lecture Location: DBH 1431

Week	Lecture	Slides	Recording
1	Introduction	lec1-gpu-intro.pdf lec2-cuda-model.pdf	9/30, 10/2
2	CUDA Execution Model	lec3-cuda-execution.pdf	10/7, 10/9
3	CUDA Memory Model	lec4-cuda-memory.pdf	10/14, 10/16
4	Tiled Matrix Multiplication	lec5-matmul.pdf	10/21, 10/23
5	Convolution on GPUs	lec6-convolution.pdf	10/28, 10/30
6	Deep Learning Acceleration Reduction and Scan	lec7-deep-learning.pdf lec8-reduction.pdf	11/4, 11/6
7	Midterm
	Scan, Histogram	lec9-scan.pdf lec10-histogram.pdf	11/18, 11/20
9	Sparse Computing and Graph Processing Embedded and CPS Systems with GPUs	lec11-sparse.pdf lec12-data.pdf	11/25, 11/27
10		lec13-topics.pdf lec14-ml-compilers.pdf	12/2, 12/4