pytorch/docs/source
Victor Quach b95ce1591d Add docs describing saved tensor hooks (#62362)
Summary:
Add section to the Autograd mechanics docs to describe the recently
exposed saved tensors (https://github.com/pytorch/pytorch/issues/52451), how to register packing / unpacking
hooks (https://github.com/pytorch/pytorch/issues/60975) and how to use default hooks (https://github.com/pytorch/pytorch/issues/61834)

Sister PR: https://github.com/pytorch/pytorch/issues/62361 (will add a link from autograd.rst to notes/autograd in whatever PR does not land first)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/62362

Reviewed By: soulitzer

Differential Revision: D30453177

Pulled By: Varal7

fbshipit-source-id: f5759977b069ff0ef36a47b08856d297691a6caa
2021-08-20 11:10:51 -07:00
..
_static clarify the documentation of torch.meshgrid (#62977) 2021-08-18 04:01:22 -07:00
_templates
community Fix grammatical errors on the PyTorch Contribution Guide (#61818) 2021-07-19 15:06:22 -07:00
elastic fix(elastic-docs): Fix elastic launch doc (#62378) 2021-07-30 10:58:13 -07:00
notes Add docs describing saved tensor hooks (#62362) 2021-08-20 11:10:51 -07:00
rpc
scripts Revert D30279364: [codemod][lint][fbcode/c*] Enable BLACK by default 2021-08-12 11:45:01 -07:00
__config__.rst
amp.rst rebase for autocast updates to include device_type and dtype flags (#61002) 2021-08-10 20:03:12 -07:00
autograd.rst Add docs describing saved tensor hooks (#62362) 2021-08-20 11:10:51 -07:00
backends.rst
benchmark_utils.rst
bottleneck.rst
checkpoint.rst
complex_numbers.rst Grammatical update of tech docs (#61547) 2021-07-14 14:01:59 -07:00
conf.py Add copy button to code snippets in docs (#63149) 2021-08-15 06:25:32 -07:00
cpp_extension.rst
cpp_index.rst
cuda.rst enable warnings on cuda synchronization (#62092) 2021-07-30 09:13:01 -07:00
cudnn_persistent_rnn.rst
cudnn_rnn_determinism.rst
data.rst
ddp_comm_hooks.rst Add GradBucket::parameters() to ddp_comm_hooks.rst (#62877) 2021-08-06 14:50:47 -07:00
distributed.algorithms.join.rst Add tutorial link (#62785) 2021-08-05 17:28:02 -07:00
distributed.elastic.rst
distributed.optim.rst
distributed.rst Add compare_set in distributed docs (#61351) 2021-07-08 12:30:32 -07:00
distributions.rst
dlpack.rst
docutils.conf
fft.rst
futures.rst
fx.rst [skip ci] Fix "arugment" typos (#61459) 2021-07-15 15:20:18 -07:00
hub.rst
index.rst Make _Join, _Joinable, _JoinHook public (#62605) 2021-08-03 12:20:11 -07:00
jit.rst Updates internal assert_allclose callsites in favor of assert_close (#61841) 2021-08-19 12:50:41 -07:00
jit_builtin_functions.rst
jit_language_reference.rst
jit_language_reference_v2.rst
jit_python_reference.rst
jit_unsupported.rst
linalg.rst
math-quantizer-equation.png
mobile_optimizer.rst
model_zoo.rst
multiprocessing.rst
name_inference.rst
named_tensor.rst
nn.functional.rst
nn.init.rst
nn.rst Adds _LazyInstanceNorm and LazyInstanceNormXd (#60982) 2021-07-21 06:45:45 -07:00
onnx.rst [ONNX] Update documentation (#58712) (#60249) 2021-07-08 16:29:32 -07:00
optim.rst To add warm-up scheduler to optim (#60836) 2021-08-15 12:31:45 -07:00
package.rst [package] PackageExporter remove verbose mode (#61145) 2021-07-08 18:26:43 -07:00
pipeline.rst
profiler.rst
quantization-support.rst fix typo errors in quantization-support.rst Line320 (#44447) 2021-07-27 10:42:29 -07:00
quantization.rst
random.rst
rpc.rst Remove PROCESS GROUP rpc backend (#62411) 2021-08-02 12:26:22 -07:00
sparse.rst
special.rst [special] alias for mvlgamma (#61633) 2021-07-23 11:24:27 -07:00
storage.rst
tensor_attributes.rst
tensor_view.rst [docs] Mention vsplit, hsplit and tensor_split in Tensor views doc (#63191) 2021-08-13 11:44:38 -07:00
tensorboard.rst
tensors.rst Exposes _aminmax as aminmax and makes it structured (#62401) 2021-08-03 16:10:43 -07:00
testing.rst
torch.nn.intrinsic.qat.rst
torch.nn.intrinsic.quantized.rst
torch.nn.intrinsic.rst
torch.nn.qat.rst
torch.nn.quantized.dynamic.rst
torch.nn.quantized.rst
torch.overrides.rst
torch.quantization.rst
torch.rst [docs][ao] Add missing docstrings for quantized_max_pool1d and quantized_max_pool2d (#63242) 2021-08-15 22:47:03 -07:00
type_info.rst clarify that torch.finfo.tiny is the smallest normal number (#63241) 2021-08-18 13:44:52 -07:00