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Episode 549: William Falcon on Optimizing Deep Learning Models
source link: https://www.se-radio.net/2023/02/episode-549-william-falcon-on-optimizing-deep-learning-models/
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Episode 549: William Falcon on Optimizing Deep Learning Models
William Falcon of Lighting AI discusses how to optimize deep learning models using the Lightning platform, optimization is a necessary step towards creating a production application. Philip Winston spoke with Falcon about PyTorch, PyTorch Lightning, the Lightning platform, the needs of training vs. inferencing, scalability, machine learning operations, distributed training, the LightningModule, decoupling the model from the hardware, and the future direction of the Lightning platform.
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