Deep Learning, Artificial Intelligence, Visual Language, Foundation Models, Vlm.
parameters and the CoSwin-H transformer with 637M parameters. The model takes 10 days to train on 512 NVIDIA-A100 GPUs with 40GB memory per GPU. 1.4. Scalable Training Infrastructure As the model is large, Zero Redundancy Optimizer (ZeRO), Activation Checkpointing, Mixed-precision Training, and