What is the Time Cost difference between Non-GPU version IPC and Normal GPU version IPC?
Taking the instance segmentation modules as an example:
We conducted tests on the module using the following hardware specifications:
- CPU: Intel Core i7-12700F
- GPU: NVIDIA GeForce GTX 1660 SUPER
Test Method | MAX Time (ms) | AVG Time(ms) | Min Time(ms) |
---|---|---|---|
CPU | 1165 | 826.0 | 767 |
GPU Default | 297 | 126.6 | 107 |
GPU Optimization | 93 | 82.7 | 81 |