Dynamic Gradient Sparse Update for Edge Training

Keyphrases

• Memory Consumption 100%
• Edge Devices 100%
• Gradient Computation 100%
• Edge Training 100%
• Sparse Update 100%
• Gradient Sparse 100%
• Dynamic Gradient 100%
• Channel Selection 50%
• On-chip Memory 50%
• Microcontroller 50%
• Training Model 50%
• Data Privacy 50%
• Backpropagation 50%
• Personalized Model 50%
• Real-time Performance 50%
• Acceleration Techniques 50%
• Time Dimension 50%
• ImageNet 50%
• CIFAR-10 50%
• Memory Buffer 50%
• Training Acceleration 50%
• Constrained Edge 50%
• MobileNetV2 50%
• Feature Memory 50%
• Intermediate Features 50%
• Model Fine-tuning 50%
• Memory-constrained 50%
• Dense Model 50%

Computer Science

• Gradient Computation 100%
• Experimental Result 50%
• Data Privacy 50%
• Microcontroller 50%
• Training Model 50%
• Time Dimension 50%
• Intermediate Store 50%
• MobileNetV2 50%