net: "./train.prototxt"
base_lr: 1e-4
lr_policy: "fixed"
display: 1000
average_loss: 1000
max_iter: 1000000 #early stopped manually
momentum: 0.9
momentum2: 0.999
snapshot: 5000
test_interval: 50000
test_iter: 73714 #one full pass
snapshot_prefix: "./snapshots/deepwatermap"
solver_mode: GPU
test_initialization: false
type: "Adam"
random_seed: 42