Commit Graph

62 Commits

Author SHA1 Message Date
Adam Paszke
1d0afdf9f7 Make requires_grad read only (except for leaves) 2016-10-05 07:55:07 -07:00
Sam Gross
93e60715af Fix error message 2016-09-29 16:27:20 -07:00
Adam Paszke
4742c08c7c Improve error messages in autograd 2016-09-29 12:16:19 -07:00
Sam Gross
980300b381 Combine autograd.Leaf and autograd.Variable (#52)
Prior to this change, there was a circular reference between Leaf and
Variable. This means that the objects (and referenced Tensors) are not
collected as soon as they go out of scope, which lead to higher memory
usage and out-of-memory errors.
2016-09-25 20:21:14 -04:00
Adam Paszke
7847d77405 Add more functions to autograd 2016-09-16 15:26:24 -07:00
Adam Paszke
fb39971464 Add more modules to nn 2016-09-14 11:05:56 -07:00
Sam Gross
b738b09606 Clean up Module forward and __call__ (#14)
* _forward is renamed forward since users should override it

 * some __call__ overrides are changed to forward

 * function which return a single variable are changed to return that
   variable instead of a one-element tuple
2016-09-07 15:41:39 -04:00
Adam Paszke
774a6f1093 Add in-place operations to autograd and nn 2016-08-25 09:34:54 -07:00
Adam Paszke
814728a6aa Improve hook system 2016-08-25 09:23:39 -07:00
Adam Paszke
24476090df Add volatile variables 2016-08-24 08:43:11 -07:00
Adam Paszke
2bf68e72d5 Add hook system to autograd and nn 2016-08-23 13:51:34 -07:00
Adam Paszke
53f00ae429 Add autograd 2016-08-19 14:24:07 -07:00