EDD: Efficient differentiable DNN architecture and implementation co-search for embedded AI solutions

Keyphrases

• AI-based Solutions 100%
• Algorithm Accuracy 25%
• Artificial Intelligence Algorithm 25%
• Co-search 100%
• Deep Learning Architectures 100%
• Deep Neural Network 100%
• Embedded AI 100%
• FPGA Implementation 25%
• GPU Implementation 25%
• Gradient Method 25%
• Hardware Implementation 75%
• High-throughput 25%
• ImageNet 25%
• Implementation Quality 25%
• Joint Optimization 25%
• Low Latency 25%
• Network Target 50%
• Neural Architecture Search 25%
• Neural Network Implementation 100%
• Neural Search 25%
• One Solution 25%
• Pipelined Architecture 25%
• Recursive Architecture 25%
• Search Methods 25%
• Search Problems 25%
• Search Time 25%
• Search Variables 25%
• Solution Space 25%
• Superior Performance 25%

Computer Science

• Artificial Intelligence 100%
• Deep Neural Network 100%
• Gradient Descent 14%
• Hardware Implementation 42%
• High Throughput 14%
• Neural Architecture Search 14%
• Neural Network Architecture 100%
• Neural Network Model 14%
• pipelined architecture 14%
• Solution Space 14%
• Superior Performance 14%