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3671036ef3
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Mike Ruberry 3671036ef3 Adds true_divide function, analogous to Python 's, JAX's, NumPy's (true) division (#34236) 
Summary:
See NumPy's division documentation here: https://numpy.org/doc/1.18/reference/generated/numpy.divide.html#numpy.divide.

True division is the same as PyTorch's default division except when both inputs are integer or bool tensors. In the latter case the inputs are (conceptually) cast to the default floating type before the division is performed.

The function is implemented for dense and sparse tensors and supports exporting to ONNX from PyTorch's eager mode or JIT traces. The function is inherently incompatible with exporting to ONNX via JIT script, and is another datapoint suggesting we should deprecate exporting scripted graphs to ONNX.

Tests are added for the type promotion, named tensor, and ONNX export behavior.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/34236

Reviewed By: houseroad

Differential Revision: D20334087

Pulled By: mruberry

fbshipit-source-id: 83d00d886f46f713215d7d9e02ffd043164c57f1
2020-03-09 21:06:33 -07:00
..
_static Improve documentation around builtin functions (#30347) 2019-12-04 13:50:40 -08:00
_templates Generate sphinx docs with secure content. (#18508) 2019-03-27 11:01:48 -07:00
_templates-stable Add layout.html to template for stable docs (#33770) 2020-03-04 03:14:52 -08:00
community Fix broken links in governance.rst 2020-02-04 14:26:09 -08:00
notes Enhance reproducibility documentation (#33795) 2020-03-06 15:32:04 -08:00
org/pytorch Revert D19320493: Javadoc changes 2020-01-09 14:23:30 -08:00
scripts Add torch.nn.GELU for GELU activation (#28944) 2019-11-03 21:55:05 -08:00
__config__.rst Allow a non-OpenMP based build (#19749) 2019-05-06 19:34:48 -07:00
amp.rst [WIP] Reanimate gradient scaling API with original scale update heuristic (#33366) 2020-02-25 19:00:34 -08:00
autograd.rst Added docs for context method mixins. Fixes issue #27365 (#28643) 2019-10-28 08:31:35 -07:00
bottleneck.rst
checkpoint.rst Stashing checkpointing RNG states based on devices of arg tensors (#14518) 2018-12-11 09:48:45 -08:00
conf.py Revert D19320493: Javadoc changes 2020-01-09 14:23:30 -08:00
cpp_extension.rst Inline JIT C++ Extensions (#7059) 2018-04-30 11:48:44 -04:00
cuda_deterministic_backward.rst Typo correction in cuda_deterministic_backward.rst (#25011) 2019-08-22 21:19:39 -07:00
cuda_deterministic.rst Amend nondeterminism notes (#12217) 2018-10-16 23:59:26 -07:00
cuda.rst Fix most documentation warnings (#27782) 2019-10-13 10:34:01 -07:00
cudnn_deterministic.rst Amend nondeterminism notes (#12217) 2018-10-16 23:59:26 -07:00
cudnn_persistent_rnn.rst don't copy weight gradients in rnn (#12600) 2018-10-12 13:34:10 -07:00
data.rst Fix typo in data.rst docs 2019-12-18 09:52:10 -08:00
distributed.rst Fix typos (#30606) 2019-12-02 20:17:42 -08:00
distributions.rst Feature/vonmises upstream (#33418) 2020-02-26 08:19:12 -08:00
dlpack.rst document torch.utils.dlpack (#9343) 2018-07-11 07:46:09 -07:00
hub.rst Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
index.rst Add list of view ops to public doc. (#32560) 2020-02-28 15:05:55 -08:00
jit_builtin_functions.rst Fix builtin function reference (#24056) 2019-08-09 15:58:15 -07:00
jit_language_reference.rst [docs] add experimental warning to TorchScript classes in language reference (#33697) 2020-02-24 14:01:19 -08:00
jit_python_reference.rst Add Python language reference docs (#30686) 2019-12-26 13:21:36 -08:00
jit_unsupported.rst [JIT] add support for torch.norm (#33783) 2020-03-05 14:46:24 -08:00
jit.rst Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
math-quantizer-equation.png adding quantization.rst file for quantization feature (#27559) 2019-10-09 16:45:09 -07:00
model_zoo.rst add/move a few apis in torch.hub (#18758) 2019-04-10 23:10:39 -07:00
multiprocessing.rst Bag of documentation fixes; fix more sphinx warnings (#27850) 2019-10-15 07:31:14 -07:00
name_inference.rst Fix typos (#30606) 2019-12-02 20:17:42 -08:00
named_tensor.rst Bag of documentation fixes; fix more sphinx warnings (#27850) 2019-10-15 07:31:14 -07:00
nn.functional.rst Breaks up NN module in docs so it loads faster. 2019-06-11 09:38:41 -07:00
nn.init.rst Bag of documentation fixes; fix more sphinx warnings (#27850) 2019-10-15 07:31:14 -07:00
nn.rst Pruning Functionality (#24076) 2019-11-08 19:38:00 -08:00
onnx.rst Adds true_divide function, analogous to Python 's, JAX's, NumPy's (true) division (#34236) 2020-03-09 21:06:33 -07:00
optim.rst Fix capitalization inconsistency in optim.rst 2019-12-04 08:17:03 -08:00
packages.rst Revert D19320493: Javadoc changes 2020-01-09 14:23:30 -08:00
quantization.rst Fixed typos in quantization docs / docstrings (#34182) 2020-03-06 21:53:52 -08:00
random.rst Fix most documentation warnings (#27782) 2019-10-13 10:34:01 -07:00
rpc.rst Use double quotes in C++ to stay consistent with Python RPC docs (#34095) 2020-03-03 16:44:30 -08:00
sparse.rst Bag of documentation fixes; fix more sphinx warnings (#27850) 2019-10-15 07:31:14 -07:00
storage.rst
tensor_attributes.rst Expose a torch.result_type and simplify tensor iterator 2019-09-25 06:52:23 -07:00
tensor_view.rst Add list of view ops to public doc. (#32560) 2020-02-28 15:05:55 -08:00
tensorboard.rst Add method add_hparams to API doc (#27344) 2019-10-03 17:07:45 -07:00
tensors.rst Add list of view ops to public doc. (#32560) 2020-02-28 15:05:55 -08:00
torch.rst Adds true_divide function, analogous to Python 's, JAX's, NumPy's (true) division (#34236) 2020-03-09 21:06:33 -07:00
type_info.rst Allow converting char tensor to numpy; add [fi]info.min (#15046) 2018-12-24 09:11:24 -08:00