Deep Learning with PyTorch Lightning

PyTorch Lightning lets researchers build their own Deep Learning models quickly & easily without having to worry about the complexities. This book will help you maximize productivity for Deep Learning projects while ensuring full flexibility from model formulation to implementation. PyTorch has been trending upwards since 2019 and has been slowly replacing TensorFlow. In trend in the research community has been as clear as daylight about which is the most preferred platform with majority of papers published in PyTorch. The book provides a hands-on approach for implementing PyTorch Lightning DL models and associated methodologies that will have you up and running and productive in no time. You'll learn how to configure PyTorch Lightning on a cloud platform, understand the architectural components, and explore how they are configured to build various industry solutions.