ML System

• A systematic methodology for analysis of deep learning hardware and software platforms
• Precious: Resource-Demand Estimation for Embedded Neural Network Accelerators
• A Learned Performance Model for Tensor Processing Units
• Learned TPU Cost Model for XLA Tensor Programs
• Efficient Mixed-Precision Large Language Model Inference with TurboMind