Comprehensive Evaluation of AI Workload Performance and Energy Efficiency on Diverse Hardware Accelerators using the CARAML Benchmark Suite
The CARAML benchmark suite provides a systematic, automated, and reproducible framework for evaluating the performance and energy consumption of transformer-based language models and computer vision models on a range of hardware accelerators, including NVIDIA, AMD, and Graphcore systems.