all options
buster  ]
[ Source: lua-torch-optim  ]

Package: lua-torch-optim (0~20171127-ga5ceed7-1)

Links for lua-torch-optim


Debian Resources:

Download Source Package lua-torch-optim:


External Resources:

Similar packages:

Numeric Optimization Package for Torch Framework

This package contains several optimization routines and a logger for Torch.

The following algorithms are provided:

 * Stochastic Gradient Descent
 * Averaged Stochastic Gradient Descent
 * Congugate Gradients
 * AdaDelta
 * AdaGrad
 * Adam
 * AdaMax
 * FISTA with backtracking line search
 * Nesterov's Accelerated Gradient method
 * RMSprop
 * Rprop
All these algorithms are designed to support batch optimization as well as stochastic optimization. It's up to the user to construct an objective function that represents the batch, mini-batch, or single sample on which to evaluate the objective.

This package provides also logging and live plotting capabilities via the `optim.Logger()` function. Live logging is essential to monitor the network accuracy and cost function during training and testing, for spotting under- and over-fitting, for early stopping or just for monitoring the health of the current optimisation task.

Other Packages Related to lua-torch-optim

  • depends
  • recommends
  • suggests
  • enhances

Download lua-torch-optim

Download for all available architectures
Architecture Package Size Installed Size Files
all 210.0 kB350.0 kB [list of files]