Deep Learning Infrastructure

Explore TitanCore Core-1, a high-performance C++/CUDA infrastructure designed for trillion-parameter LLM training using ZeRO-3 and custom fused kernels for 2.6x speedup.

A comprehensive guide to scaling deep learning models from single GPUs to multi-node clusters using PyTorch DDP, covering NCCL, process groups, and performance optimization.