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I change the solver.prototxt as follows. But the trainer does not stop when the iter is 3000, Why?
net: "TRAIN_FILE" base_lr: 0.000001 lr_policy: "step" gamma: 0.1 stepsize: 100000 display: 20 max_iter: 3000 momentum: 0.9 weight_decay: 0.0005 snapshot: 1000 snapshot_prefix: "SOLVERSTATE_DIR/caffenet_train" random_seed: RANDOM_SEED device_id: DEVICE_ID solver_mode: GPU
In train.cpp, the param kNumBatches is setting the iteration times.