Apache Singa
A General Distributed Deep Learning Library
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This is the complete list of members for singa::SGD, including all inherited members.
Apply(int epoch, float lr, const string &name, Tensor &grad, Tensor &value, int step=-1) override | singa::SGD | virtual |
singa::Optimizer::Apply(int epoch, const string &name, Tensor &grad, Tensor &value, int step=-1) | singa::Optimizer | |
ApplyRegularizerConstraint(int epoch, const string &name, const Tensor &value, Tensor &grad, int step=-1) (defined in singa::Optimizer) | singa::Optimizer | virtual |
conf_ (defined in singa::Optimizer) | singa::Optimizer | protected |
constraint_ (defined in singa::Optimizer) | singa::Optimizer | protected |
constraints_ (defined in singa::Optimizer) | singa::Optimizer | protected |
GetLearningRate(int step) (defined in singa::Optimizer) | singa::Optimizer | inline |
learning_rate_generator_ (defined in singa::Optimizer) | singa::Optimizer | protected |
learning_rate_multplier_ (defined in singa::Optimizer) | singa::Optimizer | protected |
Optimizer()=default (defined in singa::Optimizer) | singa::Optimizer | |
Register(const string &name, const ParamSpec &specs) | singa::Optimizer | virtual |
regularizer_ (defined in singa::Optimizer) | singa::Optimizer | protected |
regularizers_ (defined in singa::Optimizer) | singa::Optimizer | protected |
SetLearningRateGenerator(function< float(int)> func) | singa::Optimizer | inline |
SetMomentumGenerator(std::function< float(int)> func) | singa::SGD | inline |
Setup(const OptimizerConf &conf) | singa::SGD | virtual |
singa::Optimizer::Setup(const string &str) | singa::Optimizer | inline |
~Optimizer() (defined in singa::Optimizer) | singa::Optimizer | virtual |