Trainium GPU with large 96GB HBM.
High-bandwidth memory capacity
Neural network architecture type
Thermal design power consumption
LLM training time-to-convergence
Software stack maturity and framework support
Raw compute throughput and memory bandwidth
Market supply and cloud instance availability