Amazon EC2 M7i Instances Hypercharge Cloud AI

Amazon EC2 M7i Instances and M7i-flex instances with 4th Generation Intel Xeon Scalable processors can support your AI, ML, and DL workloads

Cloud service providers (CSPs) like Amazon Web Services (AWS) are investing in AI/ML/DL services and infrastructure to enable organizations adopt these workloads more readily

Intel has optimized its oneAPI Deep Neural Network Library (oneDNN) to make AMX easier to use for developers. Open-source AI frameworks like PyTorch, TensorFlow, and ONYX support this API

After learning how Intel and the newest Intel Xeon processors may better AI, ML, and DL workloads, let’s see how these instances perform with object identification and natural language processing

ResNet-50 and RetinaNet are single-stage models, although RetinaNet’s Focal Loss function improves accuracy without losing speed

These findings demonstrate that Amazon EC2 M7i instances with 4th Gen Intel Xeon Scalable CPUs are ideal for object identification deep learning tasks

Amazon EC2 M7i instances and 4th Generation Intel Xeon processors, NLP models like BERT and RoBERTa, an optimized BERT, perform better