Open igorRadic opened 1 year ago
Thanks, @igorRadic or your interest! My ex-university disable my google drive, and my ex-machine just broke last month. So I technically lost the weights 😞
I will try to find it in another old machine of mine. Please wait.
Ok, thank you for your effort! 🙂
@phamquiluan have you perhaps found trained weights?
@igorRadic I can't so far. The weights are not in the old machine. Hmm, I will keep an eye on this matter and return if I find it.
@phamquiluan Maybe I can recreate those two models whose weights are missing, but for recreating "resnet50_pretrained_vgg_rot30_2019Nov13_08.20" I need "resnet50_scratch_dims_2048.pth" weights or not? That's what I assumed because in "resnet50_pretrained_vgg_rot30_2019Nov13_08.20" there is "pretrained" label and in models/resnet50_scratch_dims_2048.py
there is commented code for loading weights:
569 class Resnet50_pretrained_vgg(Resnet50_scratch):
570 def __init__(self):
571 super(Resnet50_pretrained_vgg, self).__init__()
572 # state_dict = torch.load('./saved/pretrained/resnet50_scratch_dims_2048.pth')
573 # self.load_state_dict(state_dict)
also i don't understand why is in this model name 'vgg', can you please explain how to recreate "resnet50_pretrained_vgg_rot30_2019Nov13_08.20" model? Thanks!
Wow, you truly impressed me with your determination, @igorRadic. I conducted this research for a long time and forgot almost everything detail about the naming and conventions of using which model and not.
I assume that you are a researcher. Please read this email, the screenshot I attached. I hope this help!
p/s: I tried so much to keep the reproducibility when I started this research years ago... I'm mad at myself so much when this training code can't be reproduced anymore and the school delete my drive :(
@phamquiluan thank you for your quick response and honesty, I will definitely try to reproduce your results and If I make it I will let you know.
Can you add "resnet50_pretrained_vgg_rot30_2019Nov13_08.20" and "resnet18_rot30_2019Nov05_17.44" trained weights on your shared google drive folder for ensemble method, they are missing and I can't get 76.82% accuracy without them. Thanks!