SE Radio 549: William Falcon on Optimizing Deep Learning Models

William Falcon of Lightning AI discusses how to use the Lightning platform to optimize deep learning models, noting that 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.

Show Notes

SE Radio theme: “Broken Reality” by Kevin MacLeod ( — Licensed under Creative Commons: By Attribution 3.0)

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