Welcome to EECS 221: Languages and Compilers for Hardware Accelerators (Winter 2024)!

Instructor: Sitao Huang (sitaoh@uci.edu)

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

Lecture Location: PCB 1300

Office Hours: Tuesdays 1-1:50pm or by appointment (Engineering Hall 3225)

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	Lecture	Slides	Recording
1	Introduction	lec1_introduction.pdf	1/9, 1/11
2	Hardware Accelerators	lec2_hardware_accelerators.pdf	1/16, 1/18
3	Language and Compiler Basics (Part I)	lec3_languages_compilers_I.pdf lec3_languages_compilers_II.pdf	1/23, 1/25
4	Language and Compiler Basics (Part II), High-Level Synthesis	lec4_high_level_synthesis.pdf	1/30, 2/1
5	High-Level Synthesis, Reconfigurable Accelerators	lec5_reconfigurable_accelerators.pdf	2/6, 2/8
6	Midterm Exam, Machine Learning Compilers	lec6_ml_compilers.pdf	2/15
7	Machine Learning Compilers	tvm1_intro.pdf tvm2_autotvm.pdf tvm3_ansor.pdf tvm4_vta.pdf	2/20, 2/22
8	MLIR		2/27, 2/29
9	Emerging Architectures and Compilers, Summary		3/5, 3/7
10	Course Project Presentations		3/12, 3/14