Intermediate skills
Learn to scale up your models and enable collaborative model development at academic or industry research labs.
Level 7: Hardware acceleration — Learn how to access GPUs and TPUs on the cloud.
Level 8: Modularize your projects — Create DataModules to enable dataset reusability.
Level 9: Understand your model — Use advanced visuals to find the best performing model.
Level 10: Explore SOTA scaling techniques — Explore SOTA techniques to help convergence, stability and scalability.
Level 11: Deploy your models — Learn how to deploy your models with optimizations like ONNX and torchscript.
Level 12: Optimize training speed — Use compilers, advanced profilers and mixed precision to train bigger models, faster.
Level 13: Run on a multi-node cluster — Learn to run on multi-node in the cloud or on your cluster
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