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Jerry Zhang 793b17ebcb Add numeric_debugger top level APIs (#130643) 
Summary:
Add three top level APIs for numeric debugger in pt2e flow that can log intermediate output in the model
and calculate summary for metric comparisons between nodes in two graphs

* `prepare_for_propagation_comparison`
* `extract_results_from_loggers`
* `compare_results`

Test Plan:
python test/test_quantization.py -k test_prepare_for_propagation_comparison
python test/test_quantization.py -k test_extract_results_from_loggers

Reviewers:

Subscribers:

Tasks:

Tags:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/130643
Approved by: https://github.com/dulinriley, https://github.com/tarun292
2024-07-18 20:54:18 +00:00
..
_static Clean up distributed/CONTRIBUTING.md (#128450) 2024-06-22 02:41:22 +00:00
_templates Remove sdp_kernel and replace with sdpa_kernel in attention namespace (#114689) 2024-01-24 22:28:04 +00:00
community [ONNX] Update 'person_of_interest.rst', 'CODEOWNERS' and 'merge_rules.yaml' (#126364) 2024-06-16 04:52:16 +00:00
elastic DOC: add docstring to construct_and_record_rdzv_event() (#128189) 2024-06-10 22:17:33 +00:00
notes Add torch.serialization.safe_globals context manager (#127939) 2024-07-12 20:38:43 +00:00
rpc
scripts [BE][Easy][1/19] enforce style for empty lines in import segments (#129752) 2024-07-16 00:42:56 +00:00
amp.rst add xpu for amp (#127276) 2024-06-20 21:49:35 +00:00
autograd.rst Add torch.library.register_autograd (#124071) 2024-04-18 12:47:59 +00:00
backends.rst [cuDNN][SDPA] Remove TORCH_CUDNN_SDPA_ENABLED=1, enable cuDNN SDPA by default on H100 and 2nd on other archs >= sm80 (#125343) 2024-06-30 19:22:16 +00:00
benchmark_utils.rst Adding Compare in torch.utils.benchmark documentation (#125009) 2024-05-03 00:50:54 +00:00
bottleneck.rst add itt unit test and docstrings (#84848) 2022-09-28 01:39:58 +00:00
checkpoint.rst [checkpoint] Clean up selective activation checkpoint and make public (#125795) 2024-06-18 18:18:50 +00:00
complex_numbers.rst Document complex optimizer semantic behavior (#121667) 2024-03-16 00:43:47 +00:00
cond.rst Fix typo under docs directory (#119657) 2024-02-15 21:14:34 +00:00
conf.py [BE][Easy][1/19] enforce style for empty lines in import segments (#129752) 2024-07-16 00:42:56 +00:00
config_mod.rst
cpp_extension.rst
cpp_index.rst
cpu.rst Add current_device() to torch.cpu (#110987) 2023-10-11 05:13:10 +00:00
cuda_environment_variables.rst Add doc page for environment variables that effect PyTorch Runtime (#119087) 2024-02-15 21:41:38 +00:00
cuda._sanitizer.rst Fix typos under docs directory (#88033) 2022-10-31 19:31:56 +00:00
cuda.rst Created docs (and example) for cudart function in torch.cuda (#128741) 2024-06-17 16:50:37 +00:00
cuda.tunable.rst [ROCm] TunableOp improvements (#124362) 2024-06-03 22:30:11 +00:00
cudnn_persistent_rnn.rst
cudnn_rnn_determinism.rst
data.rst Revert "reseed all Generators in Dataloader's _worker_loop() -- via GC (#107131)" 2023-08-23 17:08:07 +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
debugging_environment_variables.rst Add doc page for environment variables that effect PyTorch Runtime (#119087) 2024-02-15 21:41:38 +00:00
deploy.rst Delete torch::deploy from pytorch core (#85953) 2022-10-06 07:20:16 +00:00
deterministic.rst Add torch.utils.deterministic.fill_uninitialized_memory flag (#111377) 2023-11-01 16:10:09 +00:00
distributed.algorithms.join.rst
distributed.checkpoint.rst [DCP] Provides default AsyncStager (#124939) 2024-05-02 19:48:54 +00:00
distributed.elastic.rst Reapply "distributed debug handlers (#126601)" (#127805) 2024-06-04 19:44:30 +00:00
distributed.optim.rst
distributed.pipelining.rst [pipelining] add small logging section to docs (#129368) 2024-07-02 18:19:28 +00:00
distributed.rst Retire torch.distributed.pipeline (#127354) 2024-06-07 08:11:58 +00:00
distributed.tensor.parallel.rst [tp] doc fixes (#121431) 2024-03-08 17:46:44 +00:00
distributions.rst Add inverse gamma distribution and fix sign bug in PowerTransform. (#104501) 2023-11-01 02:26:25 +00:00
dlpack.rst
docutils.conf
export.ir_spec.rst [export] Remove torch._export.export (#119095) 2024-02-08 21:22:04 +00:00
export.rst [export] minor typo fix (#129543) 2024-06-26 18:35:31 +00:00
fft.rst
fsdp.rst [FSDP][state_dict] Expose optimizer state_dict config (#105949) 2023-08-21 07:29:49 +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
future_mod.rst Add swap_tensors path to nn.Module._apply (#117167) 2024-02-07 18:55:44 +00:00
futures.rst
fx.experimental.rst Traceable wrapper subclass support for deferred runtime asserts (#126198) 2024-05-21 01:21:46 +00:00
fx.rst Implement Graph Transform Observer (#127427) 2024-06-02 06:49:47 +00:00
hub.rst Fix typo under docs directory (#92762) 2023-01-23 18:07:22 +00:00
index.rst Retire torch.distributed.pipeline (#127354) 2024-06-07 08:11:58 +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 Add support for torch.Generator type in TorchScript (#110413) 2023-11-21 23:07:21 +00:00
jit_utils.rst
jit.rst Doc test non packages (#110568) 2023-10-06 14:16:01 +00:00
library.rst [custom_ops] expose torch.library.register_torch_dispatch (#130261) 2024-07-12 14:13:01 +00:00
linalg.rst Add a note on the stability of linalg functions. (#88313) 2022-11-07 22:44:23 +00:00
logging.rst Change classification to beta for TORCH_LOGS (#118682) 2024-01-31 21:50:55 +00:00
masked.rst Doc test non packages (#110568) 2023-10-06 14:16:01 +00:00
math-quantizer-equation.png
meta.rst Add documentation for meta device (#119119) 2024-02-04 01:05:22 +00:00
miscellaneous_environment_variables.rst [RFC] Add support for device extension autoloading (#127074) 2024-07-09 06:14:13 +00:00
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
module_tracker.rst Add module tracker (#125352) 2024-05-04 18:33:35 +00:00
monitor.rst
mps_environment_variables.rst [MPS] Add mps profiler env vars to docs (#129552) 2024-07-04 06:44:48 +00:00
mps.rst Add support in Python API for the recommended max working set size. (#128289) 2024-06-12 16:03:57 +00:00
mtia.rst [MTIA] Add set_device support (#128040) 2024-06-10 23:42:52 +00:00
multiprocessing.rst Doc test non packages (#110568) 2023-10-06 14:16:01 +00:00
name_inference.rst [docs] Properly link register_post_accumulate_grad_hook docs (#108157) 2023-08-29 22:13:33 +00:00
named_tensor.rst fixing named tensor unflatten example (#106921) 2023-08-22 18:00:10 +00:00
nested.rst Replace master with main in links and docs/conf.py (#100176) 2023-05-02 18:20:32 +00:00
nn.attention.bias.rst Remove sdp_kernel and replace with sdpa_kernel in attention namespace (#114689) 2024-01-24 22:28:04 +00:00
nn.attention.flex_attention.rst Make FlexAttention API public (#130755) 2024-07-16 16:21:25 +00:00
nn.attention.rst Make FlexAttention API public (#130755) 2024-07-16 16:21:25 +00:00
nn.functional.rst Add RMSNorm module (#121364) 2024-03-29 18:05:28 +00:00
nn.init.rst
nn.rst Cleanup some duplicated placeholder py:module docs (#123244) 2024-04-05 03:18:53 +00:00
onnx_dynamo_onnxruntime_backend.rst Follow-up #108379 (#108905) 2023-09-09 01:38:36 +00:00
onnx_dynamo.rst [ez][doc] Fix sample code in onnx_dynamo.rst (#114770) 2023-11-29 19:27:52 +00:00
onnx_torchscript_supported_aten_ops.rst Refactor torch.onnx documentation (#108379) 2023-09-08 18:23:48 +00:00
onnx_torchscript.rst Follow-up #108379 (#108905) 2023-09-09 01:38:36 +00:00
onnx.rst fix pytorch version for onnx in doc (#124182) 2024-04-17 18:05:15 +00:00
optim.rst [MPS] Fused SGD optimizer (#129350) 2024-06-27 04:37:14 +00:00
package.rst Doc test non packages (#110568) 2023-10-06 14:16:01 +00:00
profiler.rst Doc test non packages (#110568) 2023-10-06 14:16:01 +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 Add numeric_debugger top level APIs (#130643) 2024-07-18 20:54:18 +00:00
quantization.rst Cleanup some duplicated placeholder py:module docs (#123244) 2024-04-05 03:18:53 +00:00
random.rst
rpc.rst [BE] RPC is missing RRef docs (#106902) 2023-08-10 16:26:27 +00:00
signal.rst Nuttall window (#90103) 2022-12-16 09:05:53 +00:00
size.rst Added a docstring for torch.Size.numel. (#124186) 2024-04-19 09:23:02 +00:00
sparse.rst Define 'zero-preserving unary functions' in docs (#130804) 2024-07-18 13:30:29 +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 Refine the logic of device construction when only device index is given (#129119) 2024-07-15 14:34:29 +00:00
tensor_view.rst
tensorboard.rst
tensors.rst add xpu to torch.tensors (#127280) 2024-06-11 18:13:01 +00:00
testing.rst document torch.testing.assert_allclose (#89526) 2022-12-01 11:22:50 +00:00
threading_environment_variables.rst Add doc page for environment variables that effect PyTorch Runtime (#119087) 2024-02-15 21:41:38 +00:00
torch_cuda_memory.rst Fix typo under docs directory (#110359) 2023-10-03 16:36:05 +00:00
torch_environment_variables.rst [Docs][MPS] Add mps environment variable table (#129008) 2024-06-20 03:30:35 +00:00
torch_nccl_environment_variables.rst [c10d][doc] add a doc page for NCCL ENVs (#128235) 2024-06-09 16:08:38 +00:00
torch.ao.ns._numeric_suite_fx.rst
torch.ao.ns._numeric_suite.rst
torch.compiler_aot_inductor.rst [AOTI] docs: add suggestion to turn on freezing on CPU (#128010) 2024-06-07 08:57:02 +00:00
torch.compiler_api.rst [torch.export] Support is_compiling() flag for non-strict mode (#119602) 2024-02-29 05:52:51 +00:00
torch.compiler_best_practices_for_backends.rst Restructure torch.compile docs (#105376) 2023-07-28 20:58:57 +00:00
torch.compiler_cudagraph_trees.rst [CUDAGraph] add more docs for cudagraph trees (#127963) 2024-06-18 02:07:07 +00:00
torch.compiler_custom_backends.rst Fix a link in the compiler backend doc (#126079) 2024-05-21 20:16:04 +00:00
torch.compiler_dynamic_shapes.rst feat: Add min, max ranges to mark_dynamic API (#119737) 2024-03-07 23:26:03 +00:00
torch.compiler_dynamo_deepdive.rst Stop immediately specializing common constants 0/1 for plain int (#128327) 2024-07-03 16:41:51 +00:00
torch.compiler_dynamo_overview.rst Rename TorchDynamo -> Dyanamo in the dynamo tutorial doc (#123431) 2024-05-07 05:07:00 +00:00
torch.compiler_fake_tensor.rst Restructure torch.compile docs (#105376) 2023-07-28 20:58:57 +00:00
torch.compiler_faq.rst Fixed broken link and removed unfinished sentence from issue #126367 (#127938) 2024-06-05 07:37:32 +00:00
torch.compiler_fine_grain_apis.rst [torch.export] Support is_compiling() flag for non-strict mode (#119602) 2024-02-29 05:52:51 +00:00
torch.compiler_get_started.rst add xpu to torch.compile (#127279) 2024-06-13 21:15:09 +00:00
torch.compiler_inductor_profiling.rst Restructure torch.compile docs (#105376) 2023-07-28 20:58:57 +00:00
torch.compiler_ir.rst [export] torch.export landing page (#108783) 2023-09-10 01:40:42 +00:00
torch.compiler_nn_module.rst Revert "Reland 3rd try [finishing colesbury's PR 100642] Guard on nn.Module dicts and type (#109323)" + Forward fixes + test (#110964) 2023-10-11 05:16:47 +00:00
torch.compiler_performance_dashboard.rst Restructure torch.compile docs (#105376) 2023-07-28 20:58:57 +00:00
torch.compiler_profiling_torch_compile.rst [docs] Update PT2+Profiler docs (#122272) 2024-03-28 17:52:28 +00:00
torch.compiler_transformations.rst Fix typo under docs directory (#110359) 2023-10-03 16:36:05 +00:00
torch.compiler_troubleshooting.rst Add force_disable_caches to the docs (#126184) 2024-05-15 07:16:08 +00:00
torch.compiler.rst add xpu to torch.compile (#127279) 2024-06-13 21:15:09 +00:00
torch.overrides.rst Doc test non packages (#110568) 2023-10-06 14:16:01 +00:00
torch.rst Introduce the concept of Accelerators to PyTorch doc (#129363) 2024-07-15 14:24:46 +00:00
type_info.rst
utils.rst New swap function (#111747) 2023-12-08 18:49:35 +00:00
xpu.rst [2/2] Intel GPU Runtime Upstreaming for Generator (#118613) 2024-02-28 05:28:11 +00:00