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NeuZephyr
Simple DL Framework
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This is the complete list of members for nz::Model, including all inherited members.
Add(Node *lhs, Node *rhs) | nz::Model | protected |
AvgPool2d(Node *input, Tensor::size_type poolSize, Tensor::size_type stride, Tensor::size_type padding=0) | nz::Model | protected |
backward() | nz::Model | |
BCELoss(Node *input, Node *target) | nz::Model | protected |
Bias(Node *input) | nz::Model | protected |
Col2Img(Node *input, Tensor::size_type outputHeight, Tensor::size_type outputWidth) | nz::Model | protected |
Conv2d(Node *input, Tensor::size_type outChannels, Tensor::size_type kernelHeight, Tensor::size_type kernelWidth, Tensor::size_type stride, Tensor::size_type padding, bool bias=true) | nz::Model | protected |
defaultOutput(Node *input) | nz::Model | protected |
ELU(Node *input, float alpha=1.0f) | nz::Model | protected |
forward() | nz::Model | |
getLoss() const | nz::Model | |
GlobalAvgPool2d(Node *input) | nz::Model | protected |
GlobalMaxPool2d(Node *input) | nz::Model | protected |
HardSigmoid(Node *input, float alpha=0.2f, float beta=0.5f) | nz::Model | protected |
HardSwish(Node *input, float alpha=0.2f, float beta=0.5f) | nz::Model | protected |
Img2Col(Node *input, Tensor::size_type kernelHeight, Tensor::size_type kernelWidth, Tensor::size_type stride, Tensor::size_type padding) | nz::Model | protected |
LeakyReLU(Node *input, float alpha=0.01f) | nz::Model | protected |
Linear(Node *input, size_t outSize) | nz::Model | protected |
MaxPool2d(Node *input, Tensor::size_type poolSize, Tensor::size_type stride, Tensor::size_type padding=0) | nz::Model | protected |
Model() | nz::Model | |
MSELoss(Node *input, Node *target) | nz::Model | protected |
Mul(Node *lhs, Node *rhs) | nz::Model | protected |
operator<<(std::ostream &os, Model &model) | nz::Model | related |
ReLU(Node *input) | nz::Model | protected |
Reshape(Node *input, const Tensor::shape_type &shape) | nz::Model | protected |
Sigmoid(Node *input) | nz::Model | protected |
Softmax(Node *input) | nz::Model | protected |
Sub(Node *lhs, Node *rhs) | nz::Model | protected |
Swish(Node *input) | nz::Model | protected |
Tanh(Node *input) | nz::Model | protected |
TargetExpand(Node *input, const Tensor::shape_type &shape) | nz::Model | protected |
update(opt::Optimizer *optimizer) const | nz::Model | |
~Model() | nz::Model |