PinnedShashank PrasannainTowards Data ScienceHow Pytorch 2.0 accelerates deep learning with operator fusion and CPU/GPU code-generationA primer on deep learning compiler technologies in PyTorch for graph capture, intermediate representations, operator fusion, and moreApr 20, 20234Apr 20, 20234
PinnedShashank PrasannainTowards Data ScienceHow Docker Runs Machine Learning on NVIDIA GPUs, AWS Inferentia, and Other Hardware AI AcceleratorsLearn about how Docker simplifies access to NVIDIA GPUs, AWS Inferentia and scaling ML containers on KubernetesSep 9, 20223Sep 9, 20223
PinnedShashank PrasannainTowards Data ScienceAI accelerators, machine learning algorithms and their co-design and evolutionEfficient algorithms and methods in machine learning for AI accelerators — NVIDIA GPUs, Intel Habana Gaudi and AWS Training and InferentiaAug 24, 20221Aug 24, 20221
PinnedShashank PrasannainTowards Data ScienceA 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 deploymentOct 21, 20204Oct 21, 20204
PinnedShashank PrasannainTowards Data ScienceChoosing the right GPU for deep learning on AWSHow to choose the right Amazon EC2 GPU instance for deep learning training and inference — from best performance to the most…Jul 25, 202016Jul 25, 202016
Shashank PrasannainPyTorchPyTorch sessions at NVIDIA GTC March 20, 2023Talks by PyTorch and Meta researchers and contributors at NVIDIA GTC 2023Mar 17, 2023Mar 17, 2023
Shashank PrasannaFrom 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 projectsSep 21, 20221Sep 21, 20221
Shashank PrasannainTowards Data ScienceAWS re:invent 2021 AI & Machine Learning Launches: 7 Things You Should KnowThe only re:invent AI/ML launch summary you’ll needDec 2, 20211Dec 2, 20211
Shashank PrasannainTowards Data ScienceA quick guide to managing machine learning experimentsLearn how to organize your machine learning experiments, trials, jobs and metadata with Amazon SageMaker and gain peace of mindJul 14, 20202Jul 14, 20202
Shashank PrasannainTowards Data ScienceA quick guide to using Spot instances with Amazon SageMakerLower your deep learning training costs with Managed Spot Training on Amazon SageMakerApr 25, 20201Apr 25, 20201