Evaluating Emerging AI/ML Accelerators: IPU, RDU, and NVIDIA/AMD GPUs.
Hongwu PengCaiwen DingTong GengSutanay ChoudhuryKevin J. BarkerAng LiPublished in: CoRR (2023)
Keyphrases
- graphics processing units
- general purpose
- artificial intelligence
- graphics hardware
- parallel processing
- parallel implementation
- gpu implementation
- computing systems
- maximum likelihood
- highly parallel
- parallel computation
- parallel computing
- floating point
- intelligent systems
- graphics processors
- real time
- compute unified device architecture
- efficient implementation
- machine learning
- parallel programming
- expert systems
- knowledge representation
- high performance computing
- case based reasoning
- high end
- parallel machines
- ai community
- massively parallel
- neural network
- data mining
- intelligent behavior
- parallel architectures
- processing units
- computational intelligence
- knowledge based systems
- times faster