I added new data augmentation, which meant caching wasn’t an option anymore. Seems increasing the number of workers to around 10 and having the batchsize at around 20, did show a noticeable yield in GPU usage. However it’s still not 100%, but from  the windows graph data input is now the bottleneck … Thx for your help man.