Solver

snapshot_prefix: "C:/Users/apple/models/aaa/_iter"
net: "C:/Users/apple/models/100t.prototxt"
display: 1
solver_mode: GPU
type: "RMSProp" #Works best, in my opinion.
base_lr: 0.000099
lr_policy: "fixed"
gamma: 0.9
stepsize: 5000
max_iter: 400000
#momentum: 0.75
#weight_decay: .6
snapshot: 10000
#clip_gradients: .5

#If loss doesn't seem to go down; wait until 50,000 iterations and check visual results (feeding an image into the net)