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144 commits

Author SHA1 Message Date
Kai Arulkumaran
11a14fd0fd Clarifications on setting up torch.distributed (#2475) 2017-08-18 09:21:04 -04:00
Edward Z. Yang
b09d7c890e Copy-edit sparse constructor docs for clarity. 
Basically, it's easy to confuse the dimensions of the index tensor.
This adds some more text which should hopefully clarify the situation.

Fixes #2416.

Signed-off-by: Edward Z. Yang <ezyang@fb.com>
 2017-08-15 13:36:30 -04:00
jekbradbury
5e088da5ba Add DistributedDataParallel to docs 
DataParallel was included twice.
 2017-08-15 10:01:36 +05:30
Benoit Rostykus
641e582f31 Fix typo (#2378) 2017-08-11 20:57:26 -04:00
Sasank Chilamkurthy
5caa42b538 Add ConcatDataset to docs (#2337) 2017-08-08 07:16:04 -04:00
Adam Paszke
4599c0c7df Update autograd notes (#2295) 2017-08-05 05:18:05 +05:30
Sasank Chilamkurthy
e548580f31 Add missing models to torch vision documentation (#2204) 2017-07-26 01:58:18 +05:30
ngimel
66bbe5d75a .creator -> .grad_fn in the code example (#2171) 2017-07-21 14:43:16 -04:00
Adam Paszke
4f035f14de Add a support matrix for distributed backends 2017-07-21 14:19:46 -04:00
Aron Barreira Bordin
11f3ccf98f Add missing Modules to nn.functional (#1801) 
* add dropout2d and dropout3d to functional

added some loss functions to functional

added tests

using dropout from backend

added docs

fixes

* edited loss modules to call functional
 2017-07-19 15:55:21 -04:00
brett koonce
16dd997239 Spelling tweaks for documentation (#2114) 2017-07-15 13:16:32 -07:00
yunjey
52a9367fa7 Fix minor typo (#2100) 
Fixed minor typo in Autograd mechanics docs.
 2017-07-14 10:20:13 -04:00
Soumith Chintala
37183e91de add normalize docs to sphinx 2017-07-13 02:31:57 -04:00
Soumith Chintala
58e4caf80f add missing docs 2017-07-13 01:01:04 -04:00
Soumith Chintala
81fd2bf2d0 fix some language / typos 2017-07-12 14:47:36 -04:00
Adam Paszke
8915e2710c Refactor scatter/gather and add distributed docs 2017-07-12 14:47:36 -04:00
Hungryof
73128f7b08 fix minor typos (#2051) 
* Update extending.rst

fix typo

* Update cuda.rst

fix typo
 2017-07-11 11:01:41 -04:00
Naren Dasan
49f679d0e9 Acknowledge the existence of cpu HalfTensor (#2018) 2017-07-08 10:03:36 -04:00
Sam Gross
2c038f2074 Add weight normalization implementation (#1945) 
* Add weight normalization implementation

This adds forward "pre-hooks" which get called before the module's
forward() method. Weight norm is implemented as a hook which calculates
the weight variable from the weight_g and weight_v every iteration.

Based on @rtqichen implementation.

* Specify return type
 2017-06-30 15:41:40 -04:00
Soumith Chintala
b3e500c522 fix docs generation warnings 2017-06-30 14:39:21 -04:00
Leonid Vlasenkov
ae61f3ff42 adds poisson NLL loss (#1779) 2017-06-27 10:04:54 -04:00
Soumith Chintala
1f391a42f7 fix warnings for docs generation 2017-06-27 00:18:32 -04:00
Soumith Chintala
ee1b7b50b3 fix docs for broadcast warning 2017-06-26 14:50:57 -04:00
Alykhan Tejani
67968cb60b Add numerically stable BCELoss which takes logits as input (#1792) 2017-06-19 22:05:51 -04:00
Francisco Massa
76ee014d10 Add documentation to SELU and AlphaDropout 2017-06-19 18:18:01 -04:00
Soumith Chintala
f61ec2495e nn.EmbeddingBag to compute a bag of word embeddings (Embedding + Sum/Mean) 2017-06-15 12:32:47 -04:00
Aron Barreira Bordin
909f31764f Add nn.padding to docs fixes #1127 (#1808) 
* exposed nn.padding modules

* using functional
 2017-06-15 07:41:38 -04:00
Sam Gross
9c53c6dcb9 Fix errors and warnings when building docs (#1806) 2017-06-14 13:50:14 -04:00
gchanan
4e356528b4 Add torch.matmul function. (#1780) 
* Add torch.matmul function.

Includes test_torch, test_autograd and docs changes.

* Add __all__ to functional so imports are accidentally imported.

* Include unbind in __all__.

* Add matmul case for when one argument is 1-dimensional and the other
at least 3-dimensional.

* Add squeeze_ to Variable.

* Use squeeze_ instead of squeeze for matmul.
 2017-06-14 08:14:53 -04:00
Adam Paszke
12813b88f6 Add DistributedDataParallel 2017-06-12 22:00:22 -04:00
Gregory Chanan
1ef4cc1591 Incorporate review comments: 
1) Line up trailing dimensions in broadcast docs.
2) remove unnecessary expand_as in common_nn test.
3) use view in tensor_str instead of resize_.
4) newExpand remove raiseErrors change.
5) clarify expandedSizes/expandedStrides parameters in inferExpandGeometry.
6) simplify inferSize2/inferSizeN implementations.
7) use new-style classes for warning.
 2017-06-11 05:37:59 -04:00
Gregory Chanan
deec86cc05 Clarify a number of comments. 2017-06-11 05:37:59 -04:00
Gregory Chanan
5e1a714386 Add backwards incompatibility docs. 2017-06-11 05:37:59 -04:00
Gregory Chanan
cd35091d9b Include simple broadcasting example and demonstrate lining up trailing dimensions. 2017-06-11 05:37:59 -04:00
Gregory Chanan
471dfe9791 Add documentation including links to numpy broadcasting semantics. 2017-06-11 05:37:59 -04:00
Edward Z. Yang
ba690d5607 Add support for NVTX functions. (#1748) 2017-06-10 18:26:58 +02:00
Soumith Chintala
2a49353d5e minor fix for docs of Upsample 2017-06-07 11:42:52 -04:00
Luca Antiga
b9ab26765e Add 3D upsampling (nearest and trilinear) with tests 2017-06-07 11:29:27 -04:00
Aron Barreira Bordin
d7db75c10f added CosineSimilarity to nn.distance and updated docs (#1672) 
* added CosineSimilarity to nn.distance and updated docs
 2017-06-06 22:53:21 -04:00
Adam Paszke
a53cde09b5 Rename masked_copy_ to masked_scatter_ 2017-06-06 01:06:14 -04:00
Bubble
2ce5875a4d Modify the sample code of extending autograd (#1720) 
The original input can not be used as input of Linear(), because forward() takes at least 3 arguments (2 given)
 2017-06-05 23:36:58 -04:00
Sasank Chilamkurthy
24aecaa2c8 Cleanup torch vision docs (#1699) 
* Modify torchvision documentation following https://github.com/pytorch/vision/pull/179

* Add new datasets to docs

* Fix wording in torch.datasets

* Small clarification
 2017-06-05 11:52:41 -04:00
Soumith Chintala
460b8715a8 display version number in docs 2017-06-02 11:56:48 -04:00
Bubble
447fe953e5 Modify the sample code of volatile (#1694) 
The original two inputs (torch.randn(5,5)) can not be used as input of resnet, which must be (batch, channels, width, height)
 2017-06-01 09:46:04 -04:00
Jiaming Liu
630af4d7d8 add learning rate schedulers (#1370) 2017-05-25 16:21:43 -04:00
Edward Z. Yang
2f4bf4ab39 Rewrite 'How autograd encodes the history' to accurately describe current setup. (#1580) 
Signed-off-by: Edward Z. Yang <ezyang@fb.com>
 2017-05-17 19:21:20 -04:00
Adam Paszke
6b84dc26f0 Add F.cosine_similarity (#1502) 2017-05-15 11:12:54 -06:00
Edward Z. Yang
743e4894d2 Prefix values/indices/sparse_mask/nnz with underscore (#1457) 
As discussed in #1441.

I also added some docs giving clear guidance about how to coalescing
in sparse tensors.

Signed-off-by: Edward Z. Yang <ezyang@fb.com>
 2017-05-03 11:14:10 -04:00
Soumith Chintala
ecd51f8510 docs fixes 2017-05-02 15:42:33 -04:00
Edward Z. Yang
181cb15c72 Fix formatting error in docs. 
Signed-off-by: Edward Z. Yang <ezyang@fb.com>
 2017-05-01 21:47:22 -04:00