GPU Accelerated Deep Learning for Scala 3 with Storch

Explore GPU-accelerated deep learning for Scala 3 with Sören Brunk's conference talk on Storch, a new library based on PyTorch. Discover how Storch leverages Scala's powerful features to simplify deep learning model development and training. Learn about key components including GPU-accelerated tensor operations, automatic differentiation, and the neural network API. Understand how Storch integrates with existing Scala code, making it ideal for enterprise-grade machine learning applications. Dive into the implementation details, focusing on how Scala 3 features like match types contribute to a type-safe yet user-friendly API. Witness a hands-on demonstration of building and deploying a state-of-the-art deep learning model using Storch, and gain insights into the future of deep learning in the Scala ecosystem.

Sören Brunk - Storch - GPU Accelerated Deep Learning for Scala 3