caffe
1# The train/test net protocol buffer definition
2train_net: "mnist/lenet_auto_train.prototxt"
3test_net: "mnist/lenet_auto_test.prototxt"
4# test_iter specifies how many forward passes the test should carry out.
5# In the case of MNIST, we have test batch size 100 and 100 test iterations,
6# covering the full 10,000 testing images.
7test_iter: 100
8# Carry out testing every 500 training iterations.
9test_interval: 500
10# The base learning rate, momentum and the weight decay of the network.
11base_lr: 0.01
12momentum: 0.9
13weight_decay: 0.0005
14# The learning rate policy
15lr_policy: "inv"
16gamma: 0.0001
17power: 0.75
18# Display every 100 iterations
19display: 100
20# The maximum number of iterations
21max_iter: 10000
22# snapshot intermediate results
23snapshot: 5000
24snapshot_prefix: "mnist/lenet"
25