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PyTorch 2.0 is set to be released this month, bringing with it a compiler and new optimizations for CPUs. PyTorch is a popular machine learning library developed by Facebook’s AI Research lab (FAIR) and released to open source in 2016. It is used to build and train neural networks, such as those used for large language models (LLMs) and computer vision applications. The biggest enhancement in PyTorch 2.0 is torch.compile, which allows developers to compile their models for faster execution.
