Profiling and Optimization
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How to Use Gaudi’s Profiler tool and Tensorboard Plug-in to provide to modify any model for better performance.
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How to Use Gaudi’s Profiler tool and Tensorboard Plug-in to provide to modify any model for better performance.
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How to find Dynamic Data and Ops in your models, and ways to help reduces these for better performance
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This tutorial provides example training scripts to demonstrate different DeepSpeed optimization technologies on HPU.
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Set up an Amazon EC2 DL1 instance and start training a PyTorch model on Gaudi
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Migrate Hugging Face model to Habana Gaudi
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Set up a Habana Gaudi instance on Amazon Web Services, and fine-tune a BERT model …
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This tutorial is for users who have tried these approaches and found that they need fine-grained control of how TensorFlow uses the HPU.
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An adaptation of Finetune transformers models with pytorch lightning tutorial using Habana Gaudi AI processors. This notebook …
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An adaptation of Introduction to PyTorch Lightning tutorial using Habana Gaudi AI processors.
In this tutorial, we’ll go over the basics of lightning by preparing models to train on the MNIST Handwritten Digits dataset
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Overview Mixed precision is the use of both 16-bit and 32-bit floating-point types in a …
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This tutorial demonstrates how distributed training works with Horovod using Habana Gaudi AI processors. Horovod is a …
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This tutorial demonstrates how distributed training works with HPUStrategy using Habana Gaudi AI processors. tf.distribute.Strategy is a TensorFlow …
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Introduction Often NLP datasets have large variations in their samples length. setting a maximum sequence …
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An adaptation of Intro to Autoencoders tutorial using Habana Gaudi AI processors. This tutorial introduces autoencoders …
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An adaptation of training a classifier tutorial using Habana Gaudi AI processors. In this tutorial, we …
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An adaptation of TensorFlow Mixed precision tutorial using Habana Gaudi AI processors. This tutorial demonstrates enabling …
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An adaptation of PyTorch Quickstart tutorial using Habana Gaudi AI processors