ECS splits GPUs into eighths and lowers the entry bar for ML inference

AWS launched fractional GPU scheduling on ECS with G6f instances on August 7, 2026, letting you buy GPU capacity in eighths instead of whole units. The real constraint isn't compute — it's GPU memory: 3 GB per fraction.