very low GPU load when training

rishizek / tensorflow-deeplab-v3-plus

DeepLabv3+ built in TensorFlow

MIT License

833 stars 307 forks source link

very low GPU load when training #24

Open iariav opened 5 years ago

iariav commented 5 years ago

Hi, thank you so much for this implementation. i tried running the training on VOC exactly according to the steps you mentioned and the model is training but i get very low GPU load. it's mostly on zero and once in a while peeks to 100% and returns to zero. i suspect the training will be very slow.. any idea what i should check\change?

i use the parameters you listed in the readme. thanks so much!

ryanyu512 commented 4 years ago

same here. very low gpu usage here

My config tensorflow-gpu==1.6.0 CUDA=10.2 GPU = RTX2080 Ti OS: Ubuntu 18.4 python 3.6.9

any reason for this?