Tencent Tech
Feb 27, 2020 · Artificial Intelligence
How to Speed Up Deep Learning Models: Cutting-Edge Acceleration Techniques
Deep learning models often suffer from slow training and deployment due to their size, but a range of advanced acceleration methods—including model architecture optimization, pruning, quantization, knowledge distillation, and distributed training techniques—can dramatically improve speed and efficiency while maintaining performance.
Distributed TrainingQuantizationdeep learning
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