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Diffstat (limited to 'data/lenet_solver.prototxt')
| -rw-r--r-- | data/lenet_solver.prototxt | 29 |
1 files changed, 22 insertions, 7 deletions
diff --git a/data/lenet_solver.prototxt b/data/lenet_solver.prototxt index d58255b9..d0edc0f0 100644 --- a/data/lenet_solver.prototxt +++ b/data/lenet_solver.prototxt @@ -1,12 +1,27 @@ -train_net: "data/lenet.prototxt" -test_net: "data/lenet_test.prototxt" +# The training protocol buffer definition +train_net: "lenet.prototxt" +# The testing protocol buffer definition +test_net: "lenet_test.prototxt" +# test_iter specifies how many forward passes the test should carry out. +# In the case of MNIST, we have test batch size 100 and 100 test iterations, +# covering the full 10,000 testing images. +test_iter: 100 +# Carry out testing every 500 training iterations. +test_interval: 500 +# The base learning rate, momentum and the weight decay of the network. base_lr: 0.01 +momentum: 0.9 +weight_decay: 0.0005 +# The learning rate policy lr_policy: "inv" gamma: 0.0001 power: 0.75 +# Display every 100 iterations display: 100 -max_iter: 5000 -momentum: 0.9 -weight_decay: 0.0005 -test_iter: 100 -test_interval: 500
\ No newline at end of file +# The maximum number of iterations +max_iter: 10000 +# snapshot intermediate results +snapshot: 5000 +snapshot_prefix: "lenet" +# solver mode: 0 for CPU and 1 for GPU +solver_mode: 1 |