Test weight inheritance (weight sharing) converge
Use pretrained model, re initialize part of the model parameters
nohup python3 test.py -a resnet18 --pretrained --lr 0.1 ../datasets/imagenet >wshare.log 2>&1 &
Original
nohup python3 imagenet.py -a resnet18 --lr 0.1 ../datasets/imagenet >original.log 2>&1 &
Ours
python3 inherit.py -a resnet18 --pretrained --lr 0.1 ../datasets/imagenet