Ali Hadi Zadeh | DeepAI

DeepAI AI Chat

Featured Co-authors

Gennady Pekhimenko
37 publications
Andreas Moshovos
16 publications
Milos Nikolic
14 publications
Mostafa Mahmoud
8 publications
Jiahui Wang
6 publications
Anand Jayarajan
4 publications
Isak Edo
3 publications
Omar Mohamed Awad
3 publications
Jorge Albericio
2 publications
Ciaran Bannon
2 publications
Ameer Abdelhadi
2 publications

∙ 04/28/2022

Schrödinger's FP: Dynamic Adaptation of Floating-Point Containers for Deep Learning Training

We introduce a software-hardware co-design approach to reduce memory tra...

0 Milos Nikolic, et al. ∙

∙ 03/23/2022

Mokey: Enabling Narrow Fixed-Point Inference for Out-of-the-Box Floating-Point Transformer Models

Increasingly larger and better Transformer models keep advancing state-o...

0 Ali Hadi Zadeh, et al. ∙

∙ 10/15/2020

FPRaker: A Processing Element For Accelerating Neural Network Training

We present FPRaker, a processing element for composing training accelera...

0 Omar Mohamed Awad, et al. ∙

∙ 09/01/2020

TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training and Inference

TensorDash is a hardware level technique for enabling data-parallel MAC ...

0 Mostafa Mahmoud, et al. ∙

∙ 05/08/2020

GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient Inference

Attention-based models have demonstrated remarkable success in various n...

0 Ali Hadi Zadeh, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world