Detailed setup to reproduce Table 1

Question

Detailed setup to reproduce Table 1

KAI-YUE opened this issue a year ago · comments

Is it possible to provide detailed setup to reproduce Table 1 in the paper. I have tried multiple combinations of parameters, but the coreset results are not comparable to random purning. Besides, the accuracy is not as high as Table 1 reported.

Chengcheng-Guo · Answer 1 · Mon Apr 24 2023 23:18:39 GMT+0800 (China Standard Time)

For Tab. 1, here is the parameters.
python -u main.py --fraction 0.5 --dataset CIFAR10 --data_path ~/datasets --num_exp 1 --workers 10 --optimizer SGD -se 10 --selection Glister --model ResNet18 --lr 0.1 -sp ./result --batch 128 --scheduler CosineAnnealingLR

Megh · Answer 2 · Wed May 15 2024 06:45:15 GMT+0800 (China Standard Time)

Hi @Chengcheng-Guo thank you very much. As a follow up to this, how are the standard deviation values reported? i.e do you run this script for a certain number of times and then report the results? or how many random seeds are used?
thanks!