FasterNet issues

12

I bottleneck in rensnet to replace conv2 and conv3 with pconv, and I find that it does not run. Do you have any good suggestions about which parts of convolution...

okt7760

How to get a pretrained weight

2

hefangnan

Completely replace Resnet18 with FasterNet?

2

Excellent work! I have a need for a ResNet18 network boost. Should I use FasterNet to replace Resnet18 directly or should I use Pconv to replace part of the convolution...

Embarrassing1

the device used in training

1

what device did you use in training, I use 512 per V100 16GB lead to an OOM error. but if I use a small batch, the loss go to NaN...

tianlianghai

FasterNet 在GPU, CPU, and ARM processors上的速度是直接基于pytorch环境，还是使用了Tensorrt、OpenVINO、ONNX进行了部署

wsy-yjys

这样的配置文件怎么在pcconv里融合注意力机制呢

这样的配置文件怎么在pcconv里融合注意力机制呢，如题，可以给一个思路吗

Weeknd0214

怎样采用Pconv+Pwconv替换常规的3x3卷积？

3

我在YOLOv5中采用Pconv（输入通道是c）+conv1x1（输入通道c,输出通道2c）组合的方式替换conv3x3（输入通道是c、输出通道是2c），特征图尺度是没有改变的，测试后精度和速度均降低了；我想请问是需要采用Fasternet Block进行来替换conv3x3嘛？它的输入通道、输出通道该怎么设置呢？是否能够提升检测速度？

xiaoche-24