Accelerate Transformer training with Optimum Graphcore скачать в хорошем качестве

Accelerate Transformer training with Optimum Graphcore

In this video, I show you how to accelerate Transformer training with Optimum Graphcore, an open-source library by Hugging Face that leverages the Graphcore AI processor. First, I walk you through the setup of a Graphcore-enabled notebook on Paperspace. Then, I run a natural language processing job where I adapt existing Transformer training code for Optimum Graphcore, accelerating a BERT model to classify the star rating of Amazon product reviews. We also take a quick look at additional sample notebooks available on Paperspace. ⭐️⭐️⭐️ Don't forget to subscribe to be notified of future videos ⭐️⭐️⭐️ ⭐️⭐️⭐️ Want to buy me a coffee? I can always use more :) https://www.buymeacoffee.com/julsimon ⭐️⭐️⭐️ Paperspace: https://www.paperspace.com Graphcore IPU: https://www.graphcore.ai/bow-processors Graphcore documentation on parallelism: https://docs.graphcore.ai/projects/po... Graphcore organization: https://huggingface.co/Graphcore Optimum Graphcore repository on Github: https://github.com/huggingface/optimu... Amazon reviews classification workshop: https://gitlab.com/juliensimon/huggin... (Graphcore notebooks are under 'graphcore') Amazon reviews dataset (my version): https://huggingface.co/datasets/julie... Interested in hardware acceleration? Check out my other videos : AWS Trainium:    • Accelerate Transformer training with AWS T...   Habana Gaudi:    • Accelerate Transformer training with Optim...