SeeDot: compiler for low-precision machine learning

论文与出版物

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- MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications
  
  Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
  
  FPL | September 2021
  
  Publication
- Shiftry: RNN Inference in 2KB of RAM
  
  Aayan Kumar, Vivek Seshadri, Rahul Sharma
  
  OOPSLA | November 2020
  
  Publication
- Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
  
  Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
  
  PLDI | June 2019
  
  Publication Github 项目

- MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications
  
  Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
  
  FPL | September 2021
  
  Publication
- Shiftry: RNN Inference in 2KB of RAM
  
  Aayan Kumar, Vivek Seshadri, Rahul Sharma
  
  OOPSLA | November 2020
  
  Publication
- Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
  
  Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
  
  PLDI | June 2019
  
  Publication Github 项目
- MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications
  
  Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
  
  FPL | September 2021
  
  Publication
- Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
  
  Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
  
  PLDI | June 2019
  
  Publication Github 项目
- MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications
  
  Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
  
  FPL | September 2021
  
  Publication
- Shiftry: RNN Inference in 2KB of RAM
  
  Aayan Kumar, Vivek Seshadri, Rahul Sharma
  
  OOPSLA | November 2020
  
  Publication
- Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
  
  Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
  
  PLDI | June 2019
  
  Publication Github 项目
- MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications
  
  Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
  
  FPL | September 2021
  
  Publication

- MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications
  
  Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
  
  FPL | September 2021
  
  Publication
- Shiftry: RNN Inference in 2KB of RAM
  
  Aayan Kumar, Vivek Seshadri, Rahul Sharma
  
  OOPSLA | November 2020
  
  Publication
- Compiling KB-Sized Machine Learning Models to Tiny IoT Devices
  
  Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
  
  PLDI | June 2019
  
  Publication Github 项目