Closed ErikStammes closed 4 years ago
I am not sure why your result is lower, do you train from init or from the pre-trained cls model? could you try again using train_cls_weight and the pre-trained classification model because it is more stable. Sorry for not solving your question.
I used train_from_init.py
but that already uses pretrained weights, right? i.e. ilsvrc-cls_rna-a1_cls1000_ep-0001.params
.
I'll try to use train_from_cls_weight now. What is the difference between train_from_cls_weight.py
and train_from_cls_weight(ori).py
?
Yeah. init used your mentioned model weights. no difference between these two file. (ori) is just the older version. I will check init.py again. Maybe there is some mistake when I update it. Sorry for that.
Alright, thanks for the clarification!
I am now able to reproduce your results using train_from_cls_weight.py
, thanks!
Hi,
Thanks for the great work. I'm trying to reproduce your results, but I can't seem to get close to the scores you report in the paper.
I have tried two settings:
Other than those things, I have not made any changes. Any idea why my scores are much lower? Are there other parameters which I need to set?
Thanks!