Neural Network Inference on Pixel 5
33.2Baseline Latency (ms)Fine-Grained CPU-GPU Co-Execution
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fine-Grained CPU-GPU Co-ExecutionNeural Network=ResNet-18, CPU Threads=32025.10 | 33.2 | 18.2 | 1.82 | 18.6 | 1.78 | |
| Fine-Grained CPU-GPU Co-ExecutionNeural Network=ResNet-34, CPU Threads=32025.10 | 65.2 | 36.9 | 1.77 | 37.1 | 1.76 | |
| Fine-Grained CPU-GPU Co-ExecutionNeural Network=Inception-v3, CPU Threads=32025.10 | 184.3 | 99.9 | 1.85 | 102.9 | 1.79 | |
| Fine-Grained CPU-GPU Co-ExecutionNeural Network=VGG16, CPU Threads=32025.10 | 194.8 | 119.8 | 1.63 | 125.1 | 1.56 |