Browse top remote and work from home PyTorch software developer jobs at remote companies. Apply now to fully remote opportunities.
PyTorch is an open-source machine learning library developed by Facebook's AI Research lab that allows developers to build and train deep learning models easily and efficiently. It provides a flexible framework for creating neural networks, which are algorithms inspired by the human brain that can learn from data. PyTorch works by using a technique called dynamic computation graphs, meaning that the structure of the neural network can change during runtime, making it easier to debug and experiment with different model architectures. In the software development cycle, PyTorch fits into the stages of model design, training, and evaluation, enabling developers to iterate quickly on their machine learning projects. PyTorch developers focus on creating and optimizing these models, writing code to preprocess data, training the models on large datasets, and fine-tuning them to achieve better performance, all while collaborating with data scientists and researchers to solve complex problems in various fields like computer vision and natural language processing.
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