Profiling and Optimization
Published:
How to Use Gaudi’s Profiler tool and Tensorboard Plug-in to provide to modify any model for better performance.
Tags: GaudiPerformance
Detecting Dynamic Shapes
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How to find Dynamic Data and Ops in your models, and ways to help reduces these for better performance
Tags: GaudiPerformance
Large Model usage with minGPT
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This tutorial provides example training scripts to demonstrate different DeepSpeed optimization technologies on HPU.
Getting started with AWS DL1 and PyTorch
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Set up an Amazon EC2 DL1 instance and start training a PyTorch model on Gaudi
Accelerate Transformer training with Optimum Habana
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Migrate Hugging Face model to Habana Gaudi
Tags: Community
Getting Started with Hugging Face Transformers
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Set up a Habana Gaudi instance on Amazon Web Services, and fine-tune a BERT model …
Tags: Community
PyTorch Mixed Precision
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Overview Mixed precision is the use of both 16-bit and 32-bit floating-point types in a …
Training a Classifier
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An adaptation of training a classifier tutorial using Habana Gaudi AI processors. In this tutorial, we …
Quick Start
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An adaptation of PyTorch Quickstart tutorial using Habana Gaudi AI processors