HW-NAS-BENCH: HARDWARE-AWARE NEURAL ARCHITECTURE SEARCH BENCHMARK

Keyphrases

• Hardware-aware Neural Architecture Search 100%
• Hardware Cost 18%
• Device-independent 18%
• Search Space 12%
• Hardware Devices 12%
• Application-specific Hardware 12%
• Microdevice 6%
• Disciplinary Knowledge 6%
• Latency 6%
• Deep Neural Network 6%
• Edge Devices 6%
• Microarchitecture 6%
• Energy Cost 6%
• Daily Life 6%
• Search Algorithm 6%
• Cost Model 6%
• Resource-constrained 6%
• Hyperparameters 6%
• Barriers to Entry 6%
• Public Dataset 6%
• Dedicated Devices 6%
• Computational Resources 6%
• Hardware Performance 6%
• Optimal Accuracy 6%
• User Cases 6%

Computer Science

• Neural Architecture Search 100%
• Computer Hardware 100%
• Hardware Cost 15%
• Search Space 10%
• Hardware Device 10%
• Deep Neural Network 5%
• Hardware Design 5%
• Microarchitecture 5%
• Hardware Performance 5%
• Searching Algorithm 5%
• Collected Data 5%
• Application Specific Integrated Circuit 5%
• Computational Resource 5%
• Field Programmable Gate Arrays 5%
• Leaning Parameter 5%