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169 Commits

Author SHA1 Message Date
Adam Paszke
0325e2f646 Major autograd refactor 
Improves autograd performance by more than 2x and fixes a couple
of bugs. All core functions have been moved to C.
 2016-10-13 17:17:49 -07:00
Adam Paszke
a22af69335 Add versioning and shared storage handling to autograd (#105) 2016-10-06 17:12:58 -04:00
Adam Paszke
3cbe66ba8c Change requires_grad default to False 2016-10-05 08:46:34 -07:00
Adam Paszke
1d0afdf9f7 Make requires_grad read only (except for leaves) 2016-10-05 07:55:07 -07:00
Adam Paszke
64dd1419c5 Fix Variable indexing bugs (#96) 2016-10-03 14:49:21 -04:00
Adam Paszke
11b38a6895 Add more functions to autograd 2016-09-30 16:37:07 -04:00
Adam Paszke
f9d9c92560 Fix type conversions in autograd 2016-09-27 15:45:52 -07:00
Adam Paszke
1828e7c42f Add async CUDA copy 2016-09-27 15:12:48 -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
8fdec15a55 Codemod to remove camel case method naming 2016-09-20 08:40:28 -07:00
Adam Paszke
7847d77405 Add more functions to autograd 2016-09-16 15:26:24 -07:00
Adam Paszke
4bad029fd4 Add more functions to autograd 2016-09-15 13:01:24 -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
24476090df Add volatile variables 2016-08-24 08:43:11 -07:00
Adam Paszke
ea93fb7ac0 Add more nn modules 2016-08-23 19:15:21 -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