Training Engine Shared Infrastructure Inference Engine EXPERIENCE PROMPTS ROLLOUTS WEIGHT UPDATE (P2P) SWAP OUT SWAP IN MEGATRON-LM DATA BUFFER SGLANG WORKERS CPU MEMORY