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Shashank Prasanna

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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

Apr 20, 2023

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

Apr 20, 2023

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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

Sep 9, 2022

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

Sep 9, 2022

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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

Aug 24, 2022

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

Aug 24, 2022

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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

Oct 21, 2020

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

Oct 21, 2020

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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…

Jul 25, 2020

Choosing the right GPU for deep learning on AWS

Jul 25, 2020

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PyTorch sessions at NVIDIA GTC March 20, 2023

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

Mar 17, 2023

PyTorch sessions at NVIDIA GTC March 20, 2023

Mar 17, 2023

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

Sep 21, 2022

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

Sep 21, 2022

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

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

Dec 2, 2021

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

Dec 2, 2021

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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

Jul 14, 2020

A quick guide to managing machine learning experiments

Jul 14, 2020

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A quick guide to using Spot instances with Amazon SageMaker

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

Apr 25, 2020

A quick guide to using Spot instances with Amazon SageMaker

Apr 25, 2020

Shashank Prasanna

Shashank Prasanna

Talking Engineer. Runner. Coffee Connoisseur. AI/ML @ Apple. Formerly Modular, Meta, AWS, NVIDIA, posts are my own opinions. Visit: shashankprasanna.com

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