Computing Systems and Hardware for Emerging Applications, especially for ML and DL

Ehsan Yousefzadeh-Asl-Miandoab in Computing Systems and Hardware for emerging applications (especially Machine Learning, Deep Learning)

Mar 25

NVIDIA GPUs story

In this comprehensive post, I’ve meticulously compiled the captivating journey of NVIDIA GPUs, tracing their humble beginnings…

Ehsan Yousefzadeh-Asl-Miandoab in Computing Systems and Hardware for emerging applications (especially Machine Learning, Deep Learning)

Oct 13, 2023

“A Study of Checkpointing in Large Scale Training of Deep Neural Networks” paper summary

3 responses

Ehsan Yousefzadeh-Asl-Miandoab in Computing Systems and Hardware for emerging applications (especially Machine Learning, Deep Learning)

Aug 11, 2023

“AntMan: Dynamic Scaling on GPU Clusters for Deep Learning” paper summary

Introduction

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Ehsan Yousefzadeh-Asl-Miandoab in Computing Systems and Hardware for emerging applications (especially Machine Learning, Deep Learning)

Aug 7, 2023

“Looking beyond GPUs for DNN Scheduling on Multi-Tenant Clusters” paper summary

Introduction

Ehsan Yousefzadeh-Asl-Miandoab in Computing Systems and Hardware for emerging applications (especially Machine Learning, Deep Learning)

May 3, 2023

Profiling a Training Task with PyTorch Profiler and viewing it on Tensorboard

Ehsan Yousefzadeh-Asl-Miandoab in Computing Systems and Hardware for emerging applications (especially Machine Learning, Deep Learning)

Feb 17, 2023

The Extinction of Programming

When “traditional programming” or “programming” terms are used, we usually mean using programming languages like python, Java, C#, etc. to reshape or re-express a programmer’s solution for a problem in a way to be executable by a computer system. We all remember courses such…