about the inference time #8
Description
Hi, i see the benchmark from README. I have some questions.
What's the platform used for inference time testing?
It's there any neon acceleration for depthwise conv in mobilenet?
There is a great difference between theoretical acceleration and actual acceleration. Although the amount of computation of mobilenet is twice as much as that of condensenet, I still want to know the speed difference after specific optimization.
Inference time on ARM platform
| Model | FLOPs | Top-1 | Time(s) |
|---|---|---|---|
| VGG-16 | 15,300M | 28.5 | 354 |
| ResNet-18 | 1,818M | 30.2 | 8.14 |
| 1.0 MobileNet-224 | 569M | 29.4 | 1.96 |
| CondenseNet-74 (C=G=4) | 529M | 26.2 | 1.89 |
| CondenseNet-74 (C=G=8) | 274M | 29.0 | 0.99 |