Скачать или смотреть Neural Networks, Hardware Acceleration, GeneSys Overview, and Use-Cases

GeneSys Tutorial at the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2024) in San Diego, CA, USA

Presenter: Rohan Mahapatra (UC San Diego)

Slides (pdf): https://drive.google.com/file/d/1jNKl7vr2V...

Recommended Reading:
In-Storage Domain-Specific Acceleration for Serverless Computing
https://dl.acm.org/doi/10.1145/3620665.364...

Tandem Processor: Grappling with Emerging Operators in Neural Networks
https://dl.acm.org/doi/10.1145/3620665.364...

Restoring the Broken Covenant Between Compilers and Deep Learning Accelerators
https://arxiv.org/abs/2310.17912

Data Motion Acceleration: Chaining Cross-Domain Multi Accelerators
https://actlab-genesys.github.io/assets/pd...

Recommended Talks and Playlists:
GeneSys ASPLOS 2024 Tutorial
   • GeneSys Tutorial @ ACM International Confe...  

GeneSys Introduction
   • Opening Remarks by Prof. Hadi Esmaeilzadeh  

GeneSys Compiler
   • GeneSys Tutorial | ASPLOS 2024 | Compiler  

GeneSys NPU Architecture
   • GeneSys Tutorial | ASPLOS 2024 | Architecture  

GeneSys Software Pipelining, Support for Research, and Performance Profiling
   • GeneSys Tutorial | ASPLOS 2024 | Real-worl...