ybai62868 / programmable-accelerator-design

Research papers related to accelerator design and tensor program optimization with compiler.

programmable-accelerator-design

Awesome Design for Tensor Program and hardware accelerator Optimization with Compilation.

Contents

• Papers
• Books
• Talks and Tutorials
• Software
• Datasets and Benchmarks
• Conferences
• Journals

Papers

Survey

Iterative Compilation and Compiler Option Tuning

Instruction-level Optimisation

Auto-tuning and Design Space Exploration

Parallelism Mapping and Task Scheduling

Domain-specific Optimization

Languages and Compilation

Code Size Reduction

Cost and Performance Models

Learning Program Representation

Memory/Cache Modeling/Analysis

Books

Talks and Tutorials

Software

Benchmarks and Datasets

Conferences

Journals