TVM性能评估分析(四)
Figure 1. Efficient Privacy-Preserving ML Using TVM
Figure 2. Motivation: Privacy-Preserving ML
Figure 3. Backend
Figure 4. Differential privacy (DP) provides a formal guarantee that models trained on similar datasets are indistinguishable Informally
Figure 5. System Overview
Figure 6. Comparison of Traditional Auto-tuning and AutoTVM
Figure 7. ARM CPU
Figure 8. Mali GPU
Figure 9. NVIDIA GPU
Figure 10. AMD GPU
Figure 11. Automatic Kernel Optimization for Deep Learning on All Hardware Platforms