Cuda usage high but GPU usage low

cuda usage is 95% but GPU usage always 0~1%
I used profile to check my net, seems most time it works on GPU
Self CPU time total: 4.838ms
CUDA time total: 102.627ms

I tried to increase batchsize but nothing happened

I checked nvidia-smi,GPU-Util is 80%, windows monitor is not accurate