Shashank Prasanna – Medium

Shashank Prasanna

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Towards Data Science

How Pytorch 2.0 accelerates deep learning with operator fusion and CPU/GPU code-generation

A primer on deep learning compiler technologies in PyTorch for graph capture, intermediate representations, operator fusion, and more

17 min readApr 20, 2023

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How Pytorch 2.0 accelerates deep learning with operator fusion and CPU/GPU code-generation

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Shashank Prasanna
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Towards Data Science

How Docker Runs Machine Learning on NVIDIA GPUs, AWS Inferentia, and Other Hardware AI Accelerators

Learn about how Docker simplifies access to NVIDIA GPUs, AWS Inferentia and scaling ML containers on Kubernetes

14 min readSep 9, 2022

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How Docker Runs Machine Learning on NVIDIA GPUs, AWS Inferentia, and Other Hardware AI Accelerators

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Shashank Prasanna
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Towards Data Science

AI accelerators, machine learning algorithms and their co-design and evolution

Efficient algorithms and methods in machine learning for AI accelerators — NVIDIA GPUs, Intel Habana Gaudi and AWS Training and Inferentia

18 min readAug 24, 2022

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AI accelerators, machine learning algorithms and their co-design and evolution

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Shashank Prasanna
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Towards Data Science

A complete guide to AI accelerators for deep learning inference — GPUs, AWS Inferentia and Amazon…

Learn about CPUs, GPUs, AWS Inferentia, and Amazon Elastic Inference and how to choose the right AI accelerator for inference deployment

26 min readOct 21, 2020

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A complete guide to AI accelerators for deep learning inference — GPUs, AWS Inferentia and Amazon…

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Shashank Prasanna
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Towards Data Science

Choosing the right GPU for deep learning on AWS

How to choose the right Amazon EC2 GPU instance for deep learning training and inference — from best performance to the most…

25 min readJul 25, 2020

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Choosing the right GPU for deep learning on AWS

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Shashank Prasanna
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PyTorch

PyTorch sessions at NVIDIA GTC March 20, 2023

Talks by PyTorch and Meta researchers and contributors at NVIDIA GTC 2023

5 min readMar 17, 2023

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PyTorch sessions at NVIDIA GTC March 20, 2023

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Shashank Prasanna

From free to production ready: Using Amazon SageMaker Studio Lab and Amazon SageMaker for machine…

How to use free-to-use Amazon SageMaker Studio Lab and Amazon SageMaker together for your machine learning projects

14 min readSep 21, 2022

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From free to production ready: Using Amazon SageMaker Studio Lab and Amazon SageMaker for machine…

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Shashank Prasanna
in
Towards Data Science

AWS re:invent 2021 AI & Machine Learning Launches: 7 Things You Should Know

The only re:invent AI/ML launch summary you’ll need

15 min readDec 2, 2021

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AWS re:invent 2021 AI & Machine Learning Launches: 7 Things You Should Know

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Shashank Prasanna
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Towards Data Science

A quick guide to managing machine learning experiments

Learn how to organize your machine learning experiments, trials, jobs and metadata with Amazon SageMaker and gain peace of mind

11 min readJul 14, 2020

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A quick guide to managing machine learning experiments

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Shashank Prasanna
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Towards Data Science

A quick guide to using Spot instances with Amazon SageMaker

Lower your deep learning training costs with Managed Spot Training on Amazon SageMaker

9 min readApr 25, 2020

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A quick guide to using Spot instances with Amazon SageMaker

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Shashank Prasanna

Shashank Prasanna

Talking Engineer. Runner. Coffee Connoisseur. ML @ Modular. Formerly ML @Meta, AWS, NVIDIA, MATLAB, posts are my own opinions. website: shashankprasanna.com

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