Welcome to EECS 221: Languages and Compilers for Hardware Accelerators (Winter 2023)!

Instructor: Sitao Huang (sitaoh@uci.edu)

Lecture Time: Tuesdays/Thursdays 2:00-3:20 pm

Lecture Location: PCB 1300

Office Hours: Mondays 1-2 pm or by appointment (Engineering Hall 3215)

Syllabus: eecs221_syllabus.pdf

Course project information can be found in this page.

A list of references can be found in the reference page.

Week	Dates	Lecture	Slides	Recording
1	1/10, 1/12	Introduction	lec1_introduction.pdf	1/10, 1/12
2	1/17, 1/19	Hardware Accelerators	lec2_hardware_accelerators.pdf	1/17, 1/19
3	1/24, 1/26	Language and Compiler Basics (Part I)	lec3_languages_compilers_I.pdf	1/24, 1/26
4	1/31, 2/2	Language and Compiler Basics (Part II), High-Level Synthesis	lec3_languages_compilers_II.pdf	1/31, 2/2
5	2/7, 2/9	High-Level Synthesis, Reconfigurable Accelerators	lec4_high_level_synthesis.pdf list_scheduling_slide_example.pdf	2/7, 2/9
6	2/14, 2/16	(2/14) Reconfigurable Accelerators (recorded), (2/16) Midterm Exam	lec5_reconfigurable_accelerators.pdf	2/14, 2/16
7	2/21, 2/23	Machine Learning Compilers	lec6_ml_compilers.pdf tvm_intro.pdf, autotvm.pdf, ansor.pdf, vta.pdf	2/21, 2/23
8	2/28, 3/2	MLIR	lec7_golden_age_of_compilers.pdf	2/28, 3/2
9	3/7, 3/9	Emerging Architectures and Compilers, Summary		3/7, 3/9
10	3/14, 3/16	Course Project Presentations		3/14, 3/16