IOptimizer<'T, 'OptCfg, 'OptState>
Namespace: Optimizers
Parent Module: OptimizerTypes
Optimizer.
Instance members
| Instance member | Description |
CfgWithLearningRate(learningRate cfg)
Signature: learningRate:float -> cfg:'OptCfg -> 'OptCfg
Modifiers: abstract |
Returns the configuration with the learning rate set to the specified value. |
InitialState(cfg parameterValues)
Signature: cfg:'OptCfg -> parameterValues:ITensor -> 'OptState
Modifiers: abstract |
Initial optimizer state. |
LoadState(hdf prefix)
Signature: hdf:HDF5 -> prefix:string -> 'OptState
Modifiers: abstract |
Loads the optimizer state from a HDF5 file with given prefix. |
OptStepExpr
Signature: ExprT
Modifiers: abstract |
Expression performing one optimization step. CompiledName: |
SaveState(hdf prefix state)
Signature: hdf:HDF5 -> prefix:string -> state:'OptState -> unit
Modifiers: abstract |
Saves the optimizer state to a HDF5 file with given prefix. |
Use(arg1)
Signature: ((VarEnvT -> 'A)) -> VarEnvT -> 'OptCfg -> 'OptState -> 'A
Modifiers: abstract |
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