Meet the Team: Bar Rozenman, Deep Learning Engineer
CLIKA’s mission is to make your AI-based solutions profitable and implementable on any type of hardware device. We achieve this by optimizing inference and making your AI model lightweight through our service offering: a toolkit that automates the engineering workflow from model compression to compiling for hardware deployment. Implementing
Fully Sharded Data Parallelism (FSDP)
In this blog we will explore Fully Sharded Data Parallelism (FSDP), which is a technique that allows for the training of large Neural Network models in a distributed manner efficiently. We’ll examine FSDP from a bird’s eye view and shed light on the underlying mechanisms. Why FSDP? When