Abdelkader Nadir Debbagh

About Abdelkader Nadir Debbagh

Abdelkader Nadir Debbagh, With an exceptional h-index of 1 and a recent h-index of 1 (since 2020), a distinguished researcher at École Nationale Supérieure d'Informatique, specializes in the field of Deep Learning, High Performance Computing, Sparse Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Abdelkader Nadir Debbagh Information

University

École Nationale Supérieure d'Informatique

Position

Etudiant

Citations(all)

11

Citations(since 2020)

11

Cited By

4

hIndex(all)

1

hIndex(since 2020)

1

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

École Nationale Supérieure d'Informatique

Abdelkader Nadir Debbagh Skills & Research Interests

Deep Learning

High Performance Computing

Sparse Deep Learning

Top articles of Abdelkader Nadir Debbagh

TIRAMISU: A polyhedral compiler for dense and sparse deep learning

In this paper, we demonstrate a compiler that can optimize sparse and recurrent neural networks, both of which are currently outside of the scope of existing neural network compilers (sparse neural networks here stand for networks that can be accelerated with sparse tensor algebra techniques). Our demonstration includes a mapping of sparse and recurrent neural networks to the polyhedral model along with an implementation of our approach in TIRAMISU, our state-of-the-art polyhedral compiler. We evaluate our approach on a set of deep learning benchmarks and compare our results with hand-optimized industrial libraries. Our results show that our approach at least matches Intel MKL-DNN and in some cases outperforms it by 5x (on multicore-CPUs).

Authors

Riyadh Baghdadi,Abdelkader Nadir Debbagh,Kamel Abdous,Fatima Zohra Benhamida,Alex Renda,Jonathan Elliott Frankle,Michael Carbin,Saman Amarasinghe

Journal

arXiv preprint arXiv:2005.04091

Published Date

2020/5/7

See List of Professors in Abdelkader Nadir Debbagh University(École Nationale Supérieure d'Informatique)

Abdelkader Nadir Debbagh FAQs

What is Abdelkader Nadir Debbagh's h-index at École Nationale Supérieure d'Informatique?

The h-index of Abdelkader Nadir Debbagh has been 1 since 2020 and 1 in total.

What are Abdelkader Nadir Debbagh's top articles?

The articles with the titles of

TIRAMISU: A polyhedral compiler for dense and sparse deep learning

are the top articles of Abdelkader Nadir Debbagh at École Nationale Supérieure d'Informatique.

What are Abdelkader Nadir Debbagh's research interests?

The research interests of Abdelkader Nadir Debbagh are: Deep Learning, High Performance Computing, Sparse Deep Learning

What is Abdelkader Nadir Debbagh's total number of citations?

Abdelkader Nadir Debbagh has 11 citations in total.

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