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TZID:Asia/Hong_Kong
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DTSTART:20231117T000000
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SUMMARY:Time to Skip Tedious Steps - Spare Efforts with PyTorch Lightning 
 - Henry\, Wai Yin Wong
DTSTART;TZID=Asia/Hong_Kong:20241116T160000
DTEND;TZID=Asia/Hong_Kong:20241116T163000
DTSTAMP:20260811T231233Z
UID:pretalx-pyconhk2024-UVKEGD@pretalx.com
DESCRIPTION:With the rapid advancement in deep learning\, models become su
 per large and consume significant resources\, making efficiency and simpli
 city more critical than ever. In this talk\, we introduce PyTorch Lightnin
 g\, a deep learning framework that emerges as a powerful tool that streaml
 ines the process of building\, training\, and scaling models\, allowing re
 searchers and practitioners to focus on what truly matters: innovation.\n\
 nWe will begin with an overview of PyTorch Lightning\, discussing the key 
 benefits it offers over traditional PyTorch. We will explore how PyTorch L
 ightning abstracts away the boilerplate code associated with model trainin
 g\, making it easier to implement and experiment with complex models. Then
 \, we walk through the process of training a ResNet in PyTorch Lightning f
 or image classification task and explore some advanced features in PyTorch
  Lightning.\n\nFor those interested in revisiting the content from the tal
 k\, feel free to check out the links below:\n- GitHub Code Demo: [github/w
 yhwong/PyConHK2024-PyTorch-Lightning](https://github.com/wyhwong/PyConHK20
 24-PyTorch-Lightning)\n- Slides: [OneDrive](https://1drv.ms/p/c/7adfdf652c
 41fb6c/EZ-Bd0i38FJKmzw5_ZYT6UIBDWWKBVsM30SlBTa2R2Cx1A)
LOCATION:LT8
URL:https://pretalx.com/pyconhk2024/talk/UVKEGD/
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