Search Results for author: Fahim Mohammad

Found 4 papers, 1 papers with code

Distributed Transfer Learning with 4th Gen Intel Xeon Processors

no code implementations10 Oct 2023 Lakshmi Arunachalam, Fahim Mohammad, Vrushabh H. Sanghavi

In this paper, we explore how transfer learning, coupled with Intel Xeon, specifically 4th Gen Intel Xeon scalable processor, defies the conventional belief that training is primarily GPU-dependent.

Classification Image Classification +1

Strategies for Optimizing End-to-End Artificial Intelligence Pipelines on Intel Xeon Processors

no code implementations1 Nov 2022 Meena Arunachalam, Vrushabh Sanghavi, Yi A Yao, Yi A Zhou, Lifeng A Wang, Zongru Wen, Niroop Ammbashankar, Ning W Wang, Fahim Mohammad

In this paper, we will be highlighting the optimization strategies adopted by us to achieve this performance on Intel Xeon processors with a set of eight different E2E pipelines.

Hyperparameter Optimization Recommendation Systems

Is preprocessing of text really worth your time for online comment classification?

1 code implementation7 Jun 2018 Fahim Mohammad

A large proportion of online comments present on public domains are constructive, however a significant proportion are toxic in nature.

General Classification Toxic Comment Classification

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