AI Workloads Beyond LLMs

6.25.1CNNs, ResNet, and Visual Recognition#

6.25.2Recommendation, DLRM, and Embedding-Heavy Models#

6.25.3Graph Neural Networks and Sparse Message Passing#

6.25.4Speech, Time-Series, and Sequence Models#

6.25.5Vision-Language-Action Models and Robot Policies#

6.25.6Scientific ML, Neural Operators, and Structure Prediction#

6.25.7Compute, Memory, and Communication Characteristics Across Workloads#