gSuite: A Flexible and Framework Independent Benchmark Suite for Graph Neural Network Inference on GPUs

Keyphrases

• Graph Neural Network 100%
• Benchmark Suite 100%
• Neural Network Inference 100%
• Characterization Studies 40%
• Computational Model 30%
• Neural Network Model 20%
• Neural Network Computation 20%
• Performance Characterization 20%
• Architectural Simulation 20%
• Performance Analysis 10%
• Work-as-done 10%
• Computational Efficiency 10%
• Evaluation Metrics 10%
• Performance Efficiency 10%
• Implementation Details 10%
• Neural Network Framework 10%
• New Benchmark 10%
• Configuration Settings 10%
• Level Diagrams 10%
• GPU Profilers 10%

Computer Science

• Graph Neural Network 100%
• Network Inference 100%
• Graphics Processing Unit 100%
• Neural Network Model 20%
• Evaluation Metric 10%
• Research Community 10%
• Benchmarking 10%
• Implementation Detail 10%
• Performance Analysis 10%
• Computational Efficiency 10%
• Computer Hardware 10%