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PyTorch

[paɪˈtɔːrtʃ]
AI Infrastructure
Last updated: December 9, 2024

Definition

An open-source machine learning library developed by Facebook that excels in dynamic computational graphs and research experimentation.

Detailed Explanation

PyTorch provides a flexible and dynamic computational graph system called eager execution that allows for real-time model modifications. It features an intuitive Python interface, strong GPU acceleration, and extensive tools for deep learning research and development.

Use Cases

Research prototyping, computer vision applications, natural language processing models, reinforcement learning systems

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