Part 6

Author: Coderx7

SimpNetV2/Experiments/Table VI(Strided Conv VS MaxPooling)/Strided convolution vs Pooling/CIFAR10/Max Pooling_93.75/caffe_93.48_t2.log

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+# The train/test net protocol buffer definition
+net: "examples/cifar10/cifar10_full_relu_train_test_bn.prototxt"
+test_iter: 100
+test_interval: 500
+# The learning rate policy
+base_lr: 0.1
+momentum: 0.90
+weight_decay:  0.005 #0.005
+type:"AdaDelta"
+delta:1e-3
+gamma: 0.1
+lr_policy: "multistep"
+stepvalue: 50000
+stepvalue: 95000
+stepvalue: 153000
+stepvalue: 195000
+stepvalue: 220000
+stepvalue: 270000
+# Display every 200 iterations
+display: 100
+# The maximum number of iterations
+max_iter: 400000 
+# snapshot intermediate results
+snapshot: 500
+snapshot_prefix: "examples/cifar10/snaps/resnet32_with3pooling"
+# solver mode: CPU or GPU
+solver_mode: GPU
+random_seed: 786