caffe-notebook
总体结构
概述
代码结构
组件分析
Database
SyncedMemory
Blob
Layer
Layer工厂
Net
Solver
Layer分析
Layer概述
公共组件
Filler
DataTransformer
数据读取层
BaseDataLayer
ImageDataLayer
DataLayer
HDF5DataLayer
HDF5OutputLayer
InputLayer
WindowDataLayer
MemoryDataLayer
DummyDataLayer
CNN层
BaseConvolutionLayer
Im2colLayer
CropLayer
ConvolutionLayer
DeconvolutionLayer
PoolingLayer
SPPLayer
RNN层
RecurrentLayer
RNNLayer
LSTMLayer
通用层
InnerProductLayer
DropoutLayer
EmbedLayer
正则化层
LRNLayer
MVNLayer
BatchNormLayer
激活层
ReLULayer
PReLULayer
ELULayer
SigmoidLayer
TanHLayer
AbsValLayer
PowerLayer
ExpLayer
LogLayer
BNLLLayer
ThresholdLayer
BiasLayer
ScaleLayer
工具层
FlattenLayer
ReshapeLayer
BatchReindexLayer
SplitLayer
ConcatLayer
SlicingLayer
EltwiseLayer
FilterLayer
ParameterLayer
ReductionLayer
SilenceLayer
ArgMaxLayer
SoftmaxLayer
PythonLayer
Loss层
LossLayer
MultinomialLogisticLossLayer
InfogainLossLayer
SoftmaxWithLossLayer
EuclideanLossLayer
HingeLossLayer
SigmoidCrossEntropyLossLayer
AccuracyLayer
ContrastiveLossLayer
Solver分析
Solver概述
SGD
Momentum
Nesterov
AdaGrad
Adadelta
RMSProp
Adam
Adamax
Nadam
其他
相关工具使用
BLAS库
参考文档
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CNN层
卷积网络层包含用于处理图像数据时的层。图像数据最大的特点是有二维空间上的相关性,所以卷积网络层一般都是对一小块二维空间做处理,得到另一个二维空间图像。
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