MohammadHossein AskariHemmat
École Polytechnique de Montréal
H-index: 5
North America-Canada
Top articles of MohammadHossein AskariHemmat
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
QGen: On the Ability to Generalize in Quantization Aware Training | arXiv preprint arXiv:2404.11769 | MohammadHossein AskariHemmat Ahmadreza Jeddi Reyhane Askari Hemmat Ivan Lazarevich Alexander Hoffman | 2024/4/17 |
DeepliteRT: Computer Vision at the Edge | arXiv preprint arXiv:2309.10878 | Saad Ashfaq Alexander Hoffman Saptarshi Mitra Sudhakar Sah MohammadHossein AskariHemmat | 2023/9/19 |
Sparq: A Custom RISC-V Vector Processor for Efficient Sub-Byte Quantized Inference | Théo Dupuis Yoan Fournier MohammadHossein AskariHemmat Nizar El Zarif François Leduc-Primeau | 2023/6/26 | |
Quark: An integer RISC-V vector processor for sub-byte quantized DNN inference | MohammadHossein AskariHemmat Théo Dupuis Yoan Fournier Nizar El Zarif Matheus Cavalcante | 2023/5/21 | |
BARVINN: Arbitrary precision DNN accelerator controlled by a RISC-V CPU | Mohammadhossein Askarihemmat Sean Wagner Olexa Bilaniuk Yassine Hariri Yvon Savaria | 2023/1/16 | |
DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables | Darshan C Ganji Saad Ashfaq Ehsan Saboori Sudhakar Sah Saptarshi Mitra | 2023 | |
System and Method for Automated Design Space Determination for Deep Neural Networks | 2022/10/20 | ||
Accelerating deep learning model inference on arm cpus with ultra-low bit quantization and runtime | arXiv preprint arXiv:2207.08820 | Saad Ashfaq MohammadHossein AskariHemmat Sudhakar Sah Ehsan Saboori Olivier Mastropietro | 2022/7/18 |
QReg: On regularization effects of quantization | arXiv preprint arXiv:2206.12372 | MohammadHossein AskariHemmat Reyhane Askari Hemmat Alex Hoffman Ivan Lazarevich Ehsan Saboori | 2022/6/24 |
Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization | Proceedings of the AAAI Conference on Artificial Intelligence | Anush Sankaran Olivier Mastropietro Ehsan Saboori Yasser Idris Davis Sawyer | 2021/5/18 |
System and Method for Automated Precision Configuration for Deep Neural Networks | 2021/11/11 | ||
RISC-V barrel processor for deep neural network acceleration | MohammadHossein AskariHemmat Olexa Bilaniuk Sean Wagner Yvon Savaria Jean-Pierre David | 2021/5/22 | |
RISC-V Barrel Processor for Accelerator Control | MohammadHossein AskariHemmat Olexa Bilaniuk Sean Wagner Yvon Savaria Jean-Pierre David | 2020 |
Co-Authors
