pytorch/docs/source
leslie-fang-intel 9832cfbbfe Quantization oneDNN backend only support VNNI CPU (#103653)
**Summary**

- Update the quantization document that default qconfig with oneDNN backend is recommended to be used on CPUs with Vector Neural Network Instruction support.
- Add the warning message when user uses default qconfig with oneDNN backend on CPU without Vector Neural Network Instruction support.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/103653
Approved by: https://github.com/jgong5, https://github.com/malfet
2023-06-19 09:50:07 +00:00
..
_static torch.compile docs: "Profiling to understand torch.compile performance (#102862) 2023-06-06 22:00:36 +00:00
_templates Replace master with main in links and docs/conf.py (#100176) 2023-05-02 18:20:32 +00:00
community docs: Render bullet points correctly (#103021) 2023-06-06 00:22:49 +00:00
compile Switch dynamic_shapes to True by default (#103597) 2023-06-15 15:16:20 +00:00
elastic [BE] Prefer dash over underscore in command-line options (#94505) 2023-02-09 20:16:49 +00:00
notes [CUDA][CUBLAS] Fix BF16 reduced precision reduction note in Numerical accuracy docs (#101884) 2023-05-21 17:38:00 +00:00
rpc
scripts Rename Canonical Aten IR to Core Aten IR (#92904) 2023-01-25 05:12:23 +00:00
amp.rst [docs] Warn that GradScaler can scale under 1 (#101569) 2023-05-16 23:56:07 +00:00
autograd.rst [docs] Add missing functions to autograd.rst (#98854) 2023-04-11 20:45:49 +00:00
backends.rst Fix Backend docs search items (#101214) 2023-05-22 14:58:38 +00:00
benchmark_utils.rst
bottleneck.rst add itt unit test and docstrings (#84848) 2022-09-28 01:39:58 +00:00
checkpoint.rst add checkpoint support for custom device (#99626) 2023-05-04 00:23:42 +00:00
compiler.rst torch.compiler public namespace (#102182) 2023-06-13 19:52:17 +00:00
complex_numbers.rst Remove CUDA 11.6 note from complex docs (#100118) 2023-04-27 16:26:27 +00:00
conf.py Use the new analytics ID (#103766) 2023-06-16 23:21:08 +00:00
config_mod.rst
cpp_extension.rst
cpp_index.rst
cuda._sanitizer.rst Fix typos under docs directory (#88033) 2022-10-31 19:31:56 +00:00
cuda.rst Add more GPU metric instrumentation (#91717) 2023-02-24 00:38:03 +00:00
cudnn_persistent_rnn.rst
cudnn_rnn_determinism.rst
data.rst missed StackDataset documentation (#101927) 2023-05-22 21:12:16 +00:00
ddp_comm_hooks.rst [DOCS][DDP]Fix the simple of saving and reloading PowerSGD state and hook. (#102721) 2023-06-10 00:15:00 +00:00
deploy.rst Delete torch::deploy from pytorch core (#85953) 2022-10-06 07:20:16 +00:00
distributed.algorithms.join.rst
distributed.checkpoint.rst Replace master with main in links and docs/conf.py (#100176) 2023-05-02 18:20:32 +00:00
distributed.elastic.rst
distributed.optim.rst
distributed.rst Replace master with main in links and docs/conf.py (#100176) 2023-05-02 18:20:32 +00:00
distributed.tensor.parallel.rst [TP] Enable more generic attn in Tensor Parallelism (#100508) 2023-05-07 18:15:49 +00:00
distributions.rst
dlpack.rst
docutils.conf
fft.rst
fsdp.rst [FSDP()][3/N] Refactor public APIs (#87917) 2022-10-31 16:45:21 +00:00
func.api.rst [functorch] linearize (#94173) 2023-02-09 15:45:08 +00:00
func.batch_norm.rst Fix typo under docs directory (#97202) 2023-03-21 01:24:10 +00:00
func.migrating.rst [torch.func] Add migration guide from functorch (#91811) 2023-01-17 22:14:42 +00:00
func.rst Fix typo under docs directory (#92762) 2023-01-23 18:07:22 +00:00
func.ux_limitations.rst [torch.func] Add docs (#91319) 2022-12-30 02:51:18 +00:00
func.whirlwind_tour.rst [torch.func] Add docs (#91319) 2022-12-30 02:51:18 +00:00
futures.rst
fx.rst Revert "[fx] change from #users to num_users in graph printout (#101140)" 2023-05-15 14:35:22 +00:00
hub.rst Fix typo under docs directory (#92762) 2023-01-23 18:07:22 +00:00
index.rst torch.compiler public namespace (#102182) 2023-06-13 19:52:17 +00:00
ir.rst Rename Canonical Aten IR to Core Aten IR (#92904) 2023-01-25 05:12:23 +00:00
jit_builtin_functions.rst
jit_language_reference_v2.rst Fix typo under docs directory (#97202) 2023-03-21 01:24:10 +00:00
jit_language_reference.rst [BE] [1/3] Rewrite super() calls in caffe2 and benchmarks (#94587) 2023-02-11 18:19:48 +00:00
jit_python_reference.rst
jit_unsupported.rst (Re-open) Adds cudaMallocAsync as an alternative backend for the CUDA allocator (#82682) 2022-10-12 03:44:21 +00:00
jit_utils.rst
jit.rst Replace master with main in links and docs/conf.py (#100176) 2023-05-02 18:20:32 +00:00
library.rst
linalg.rst Add a note on the stability of linalg functions. (#88313) 2022-11-07 22:44:23 +00:00
logging.rst Add graph break logging option instead of config flag (#103202) 2023-06-12 19:52:31 +00:00
masked.rst Fix link in docs (#94686) 2023-02-13 20:42:24 +00:00
math-quantizer-equation.png
mobile_optimizer.rst [Reland] Clean Up MobileOptimizerType Rewrite Flags Public API and Documentation (#92081) 2023-01-14 17:06:00 +00:00
model_zoo.rst
monitor.rst
mps.rst [MPS] Add support for MPSProfiler Python bindings (#101002) 2023-05-12 21:55:34 +00:00
multiprocessing.rst
name_inference.rst Add itemsize and nbytes properties to Tensor (#98322) 2023-04-05 12:11:55 +00:00
named_tensor.rst
nested.rst Replace master with main in links and docs/conf.py (#100176) 2023-05-02 18:20:32 +00:00
nn.functional.rst [SDPA] update type hint for scaled_dot_product_attention and documentation (#94008) 2023-02-10 18:02:43 +00:00
nn.init.rst
nn.rst [easy] Expose documentation for a few global nn.Module hooks (#97185) 2023-03-21 20:09:29 +00:00
onnx_diagnostics.rst [ONNX] Introduce 'diagnostics' to 'dynamo_export' api (#99668) 2023-05-01 19:58:49 +00:00
onnx_supported_aten_ops.rst [ONNX] Update ONNX documentation to include unsupported operators (#84496) 2022-09-16 23:48:37 +00:00
onnx.rst Replace master with main in links and docs/conf.py (#100176) 2023-05-02 18:20:32 +00:00
optim.rst Optimized EMA implementation (#94820) 2023-04-26 18:02:11 +00:00
package.rst
pipeline.rst docs: Linking ResNeXt PyTorch Hub Pipeline (#98689) 2023-04-11 02:20:26 +00:00
profiler.rst Fix ITT unit-tests if PyTorch is compiled with USE_ITT=OFF (#86199) 2022-10-04 21:57:05 +00:00
quantization-accuracy-debugging.rst Fix typo under docs directory (#87583) 2022-10-24 23:52:44 +00:00
quantization-backend-configuration.rst update quantization doc: add x86 backend as default backend of server inference (#86794) 2022-12-02 02:10:25 +00:00
quantization-support.rst AO migration: migrate .rst files to new locations (#94211) 2023-02-07 02:32:23 +00:00
quantization.rst Quantization oneDNN backend only support VNNI CPU (#103653) 2023-06-19 09:50:07 +00:00
random.rst
rpc.rst Replace master with main in links and docs/conf.py (#100176) 2023-05-02 18:20:32 +00:00
signal.rst Nuttall window (#90103) 2022-12-16 09:05:53 +00:00
sparse.rst Minor error in docs regarding execution time (#93258) 2023-01-31 23:32:42 +00:00
special.rst [primTorch] special: j0, j1, spherical_j0 (#86049) 2022-10-04 18:21:46 +00:00
storage.rst Deprecate TypedStorage, its derived classes, and all of their public methods (#85303) 2022-11-08 18:11:01 +00:00
tensor_attributes.rst Add a warning about performance cost of set_default_device (#92703) 2023-01-21 02:23:13 +00:00
tensor_view.rst
tensorboard.rst
tensors.rst Add itemsize and nbytes properties to Tensor (#98322) 2023-04-05 12:11:55 +00:00
testing.rst document torch.testing.assert_allclose (#89526) 2022-12-01 11:22:50 +00:00
torch.ao.ns._numeric_suite_fx.rst
torch.ao.ns._numeric_suite.rst
torch.overrides.rst
torch.rst Replace master with main in links and docs/conf.py (#100176) 2023-05-02 18:20:32 +00:00
type_info.rst