net: "DenseNet121.prototxt"
# test purposes 
test_iter: 1
# test every epoch
test_interval: 5000
base_lr: 0.1
display: 1
# 1281167 images, train batch size 256, 90 epochs
max_iter: 450410
lr_policy: "multistep"
gamma: 0.1
momentum: 0.9
weight_decay: 0.0001
solver_mode: GPU
random_seed: 831486
# lr lowered by 10 times at epoch 30
stepvalue: 150137
# lr lowered by 10 times at epoch 60
stepvalue: 300274
type: "Nesterov"
snapshot: 150000
snapshot_after_train: true