ACNPU: A 4.75TOPS/W 1080P@30FPS Super Resolution Accelerator With Decoupled Asymmetric Convolution

Keyphrases

• Super-resolution 100%
• Asymmetric Convolution 100%
• FSRCNN 100%
• Energy Efficient 50%
• Energy Efficiency 50%
• Hardware Efficiency 50%
• Reconfigurable 50%
• Processing Element 50%
• Limited Resources 50%
• Energy Consumption Reduction 50%
• Memory Bandwidth 50%
• Image Quality 50%
• On-chip Memory 50%
• Deep Learning 50%
• Gate Count 50%
• High Complexity 50%
• Feature Map 50%
• 40nm CMOS 50%
• Edge Devices 50%
• Uniform Data Set 50%
• DRAM Access 50%
• Layer Model 50%
• Similarity Model 50%
• Easy to Control 50%
• 4-Scale 50%
• Model Size 50%
• Traditional Techniques 50%
• Shallow Model 50%
• Efficient Super-resolution 50%
• Model Fusion 50%
• Layer Fusion 50%
• Parallel Layers 50%
• Intermediate Features 50%

Engineering

• Memory Bandwidth 100%
• Deep Learning 50%
• Energy Efficiency 50%
• Energy Engineering 50%
• Energy Conservation 50%
• Processing Element 50%
• Shallower 50%
• Data Flow 50%
• Reduce Power Consumption 50%
• Chip Memory 50%
• Parameter Model 50%
• Limited Resource 50%
• Layer Model 50%
• Stationary Input 50%

Computer Science

• super resolution 100%
• Energy Efficient 33%
• Energy Efficiency 33%
• Processing Element 33%
• Deep Learning 33%
• Reduce Power Consumption 33%
• Memory Bandwidth 33%
• Chip Memory Bandwidth 33%
• Image Quality 33%
• Parameter Model 33%
• Execution Layer 33%
• Stationary Input 33%