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10 Commits

Author SHA1 Message Date
Kurt Mohler
d7ee84c9b5 Update determinism documentation (#41692) 
Summary:
Add user-facing documentation for set_deterministic
Also update grammar and readability in Reproducibility page

Issue https://github.com/pytorch/pytorch/issues/15359

Pull Request resolved: https://github.com/pytorch/pytorch/pull/41692

Reviewed By: ailzhang

Differential Revision: D23433061

Pulled By: mruberry

fbshipit-source-id: 4c4552950803c2aaf80f7bb4792d2095706d07cf
 2020-08-31 21:06:24 -07:00
Xiao Wang
60e2baf5e0 [doc] Add LSTM non-deterministic workaround (#40893) 
Summary:
Related: https://github.com/pytorch/pytorch/issues/35661

Preview
![image](https://user-images.githubusercontent.com/24860335/86861581-4b4c7100-c07c-11ea-950a-3145bfae9af9.png)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/40893

Reviewed By: vincentqb

Differential Revision: D22535418

Pulled By: ngimel

fbshipit-source-id: f194ddaff8ec6d03a3616c87466e2cbbe7e429a9
 2020-07-21 16:20:02 -07:00
Duncan Riach
516a587438 Enhance reproducibility documentation (#33795) 
Summary:
Improves explanation of non-determinism when running on GPUs. Adds info about `torch.nn.BCELoss` operating non-deterministically on GPUs.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/33795

Differential Revision: D20284880

Pulled By: ngimel

fbshipit-source-id: d543959636d261a80c234150304344b19a37ba5d
 2020-03-06 15:32:04 -08:00
Bram Vanroy
38d68ad803 Update randomness.rst (#21337) 
Summary:
Following [this question on the forums](https://discuss.pytorch.org/t/reproducibility-and-performance/46504), I propose the following doc change. It clarifies that 'performance reduction' concerns the processing speed (and not the training accuracy).

Related website commit: https://github.com/pytorch/pytorch.github.io/pull/211
Pull Request resolved: https://github.com/pytorch/pytorch/pull/21337

Differential Revision: D15622151

Pulled By: soumith

fbshipit-source-id: f0edeb20049f2ee715c400e7c57abb966864d621
 2019-06-04 07:38:00 -07:00
Alexander Rodin
a0d22b6965 Fix typo in documentation 
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/15628

Differential Revision: D13562685

Pulled By: soumith

fbshipit-source-id: 1621fcff465b029142313f717035e935e9159513
 2018-12-30 18:07:57 -08:00
Tongzhou Wang
8a35aafca6 Try to fix randomness.rst formatting again 
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/12853

Differential Revision: D10458439

Pulled By: SsnL

fbshipit-source-id: ebd259e598327b0c5d63de6b7c182781fe361fbd
 2018-10-18 19:18:49 -07:00
Tongzhou Wang
a85174b46a Fix randomness.rst formatting 
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/12850

Differential Revision: D10457694

Pulled By: SsnL

fbshipit-source-id: fa64964ff6d41625d9383ca96393017230e4ee0f
 2018-10-18 18:26:26 -07:00
Thomas Viehmann
0521c47c91 Amend nondeterminism notes (#12217) 
Summary:
include atomicAdd commentary as this is less well known

There is some discussion in #12207

Unfortunately, I cannot seem to get the ..include working in `_tensor_docs.py` and `_torch_docs.py`. I could use a hint for that.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/12217

Differential Revision: D10419739

Pulled By: SsnL

fbshipit-source-id: eecd04fb7486bd9c6ee64cd34859d61a0a97ec4e
 2018-10-16 23:59:26 -07:00
Rasmus Diederichsen
6fc18a7541 Typo fix in randomness.rst (#11571) 
Summary:
"need to be" -> "need not be"
Pull Request resolved: https://github.com/pytorch/pytorch/pull/11571

Differential Revision: D9786001

Pulled By: soumith

fbshipit-source-id: 7cc408f5c8bfcc56d4b5c153646f30e1cec37539
 2018-09-12 08:25:46 -07:00
Rasmus Diederichsen
8aa8ad8b01 WIP: Reproducibility note (#11329) 
Summary:
This adds a Note on making experiments reproducible.

It also adds Instructions for building the Documentation to `README.md`. Please ping if I missed any requirements.

I'm not sure what to do about the submodule changes. Please advise.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/11329

Differential Revision: D9784939

Pulled By: ezyang

fbshipit-source-id: 5c5acbe343d1fffb15bdcb84c6d8d925c2ffcc5e
 2018-09-11 21:09:51 -07:00