Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training

Keyphrases

• Energy Efficiency 100%
• Performance Efficiency 100%
• AI Training 100%
• AI Accelerator 100%
• Energy Consumption 66%
• Software Library 66%
• NVIDIA GPU 33%
• Deep Learning Framework 33%
• Popular 33%
• Transformer 33%
• AI Applications 33%
• Convolutional Neural Network 33%
• Recurrent Neural Network 33%
• Training Time 33%
• Deep Learning 33%
• Google 33%
• Deep Neural Network 33%
• Evaluation Method 33%
• Evaluation Results 33%
• AMD GPU 33%
• Many-core 33%
• Library Learning 33%
• Deep Learning Workloads 33%
• DeepSpeech 33%
• Computation-intensive 33%
• Training Deep Neural Networks 33%
• Intel CPUs 33%

Computer Science

• Benchmarking 100%
• Artificial Intelligence 100%
• Energy Efficiency 100%
• Graphics Processing Unit 42%
• Deep Learning Method 42%
• Energy Consumption 28%
• Computer Hardware 28%
• Deep Neural Network 28%
• Software Library 28%
• Convolutional Neural Network 14%
• Learning Framework 14%
• Recurrent Neural Network 14%
• Intensive Operation 14%
• Many-Core 14%
• Neural Network Model 14%
• Long Short-Term Memory Network 14%
• Considerable Amount 14%
• Representative Set 14%