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lyh983012 / ES-imagenet-master

code for generating data set ES-ImageNet with corresponding training code
http://lyh983012.github.io/
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Cannot find validation dataset #2

Closed yhhhli closed 1 year ago

yhhhli commented 2 years ago

Hello,

Thanks for the open-sourced code. However, I had trouble finding the validation set. I directly download the frame set in your cloud server. However, I direct uncompress the file and I didn't find the validation dataset. Also, your dataset_generator/vallabel.txt is empty. How can I find the validation index file and the dataset?

Thanks.

lyh983012 commented 2 years ago

I'm so sorry for this bug, and I have uploaded the correct validation label file _datasetgenerator/vallabel.txt . BTW in which link did you download the dataset? I need to check the file

lyh983012 commented 2 years ago

Validation Set.zip package is uploaded in the first link val.

yhhhli commented 2 years ago

Thanks, will try it. last question, how long will it take to train a model? Thanks again!

lyh983012 commented 2 years ago

I've used 8*2080Ti to train a 8-time-step LIF-SNN, and it takes about 4 days to reach the top Acc. (~30 epochs). If you try the ANN based models, it will be much faster i guess. You can try the SNN models under _./pretrainedmodel using _./botebook/testacc.ipynb (CUDA is recommended)