Amazon's Trainium chip is being aggressively pitched to customers as a cost-effective alternative to NVIDIA's H100 GPUs for AI training.Trainium chip offers comparable computing power to the H100 GPUs at a significantly lower cost.NVIDIA's H100 GPUs are expensive and often face supply shortages due to high demand.Amazon's Trainium chip aims to address the cost and supply challenges faced by customers using NVIDIA GPUs.