15-745: Project Web Pages, Fall 2024

Compiler Optimizations for Machine Learning Applications:

Hardware-aware Compilation of Tensor Programs for Low-Precision Computing , Kathryn Chen and Zhibo Chen
Implementation and Analysis of Automatic Generation of Efficient Sparse Tensor Format Conversion Routines , Roland Liu and Bear Xiong
Mode DNN Program Compilation with MagPy in TVM , Ruihang Lai and Lauren Sands

Compiler Optimizations for Memory Hierarchy Performance:

Autocaching for GPU Shared Memory Using LLVM , Swamynathan Siva and Eliot Solomon
Register Tiling to Obtain Fast BLAS Kernels with Polly , Jessica Li
Optimizing Code Size through Function Merging , Byeongjee Kang and Tianqin Li

Miscellaneous Compiler Optimizations:

Automated Compiler Generation of Log-Based Lock-Free Locks , Humza Ikram and Deepanjali Mishra
SLP Vectorization , Enrico Green and Jonathan Rogers
Alpaca: Task-based intermittent computing , Devin Qu and Shubham Bhargava
Logic Program Compilation , Yichen Ni and Chase Norman
Partial specialization for subtype polymorphism in Virgil , Yonah Goldberg and Jason Yao
P4CKET: Efficient Online Profiling for P4 Programs , Darshil Kaneria and Sai Jaydeep Kudumula
Implementing Predicate Transfer in DuckDB , Christos Laspias and Ajax Shung