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lenet_test.prototxt
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lenet_test.prototxt
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name: "LeNet-test"
layers {
layer {
name: "mnist"
type: "data"
source: "mnist-test-leveldb"
batchsize: 100
scale: 0.00390625
}
top: "data"
top: "label"
}
layers {
layer {
name: "conv1"
type: "conv"
num_output: 20
kernelsize: 5
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
}
}
bottom: "data"
top: "conv1"
}
layers {
layer {
name: "pool1"
type: "pool"
kernelsize: 2
stride: 2
pool: MAX
}
bottom: "conv1"
top: "pool1"
}
layers {
layer {
name: "conv2"
type: "conv"
num_output: 50
kernelsize: 5
stride: 1
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
}
}
bottom: "pool1"
top: "conv2"
}
layers {
layer {
name: "pool2"
type: "pool"
kernelsize: 2
stride: 2
pool: MAX
}
bottom: "conv2"
top: "pool2"
}
layers {
layer {
name: "ip1"
type: "innerproduct"
num_output: 500
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
}
}
bottom: "pool2"
top: "ip1"
}
layers {
layer {
name: "relu1"
type: "relu"
}
bottom: "ip1"
top: "ip1"
}
layers {
layer {
name: "ip2"
type: "innerproduct"
num_output: 10
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
}
}
bottom: "ip1"
top: "ip2"
}
layers {
layer {
name: "prob"
type: "softmax"
}
bottom: "ip2"
top: "prob"
}
layers {
layer {
name: "accuracy"
type: "accuracy"
}
bottom: "prob"
bottom: "label"
top: "accuracy"
}