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Joel Schlosser 31ba6ee49b Traceable wrapper subclass support for deferred runtime asserts (#126198) 
The padded dense -> jagged conversion op has the signature:
```
_fbgemm_dense_to_jagged_forward(Tensor dense, Tensor[] offsets, SymInt? total_L=None) -> Tensor
```

when `total_L` is not specified, the meta registration has a data-dependent output shape (based on `offsets[0][-1]`). Returning an unbacked SymInt here should work in theory, but traceable wrapper subclass support is missing in later code to handle deferred runtime asserts. This PR fixes this.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/126198
Approved by: https://github.com/ezyang
2024-05-21 01:21:46 +00:00
..
_static [docs] Update PT2+Profiler docs (#122272) 2024-03-28 17:52:28 +00:00
_templates Remove sdp_kernel and replace with sdpa_kernel in attention namespace (#114689) 2024-01-24 22:28:04 +00:00
community Fix broken link of scikit-learn (#120972) 2024-05-16 11:46:34 +00:00
elastic [Torch][Timer] Adding debug info logging interface for expired timers (#123883) 2024-04-25 01:15:52 +00:00
notes Allow tensor subclasses and add torch.serialization.add_safe_globals that allows users to allowlist classes for weights_only load (#124331) 2024-05-17 17:56:57 +00:00
rpc
scripts Fixed typo in build_activation_images.py (#117458) 2024-01-15 03:27:40 +00:00
amp.rst add new API torch.amp.is_autocast_available (#124938) 2024-04-26 08:45:20 +00:00
autograd.rst Add torch.library.register_autograd (#124071) 2024-04-18 12:47:59 +00:00
backends.rst preferred blas library; cublaslt gemm implementation (#122106) 2024-04-22 15:38:22 +00:00
benchmark_utils.rst Adding Compare in torch.utils.benchmark documentation (#125009) 2024-05-03 00:50:54 +00:00
bottleneck.rst
checkpoint.rst Add missing words to torch.utils.checkpoint doc (#120196) 2024-02-20 20:18:42 +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 Beef up error message for pending assert failure (#126212) 2024-05-15 18:22:53 +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
cuda.rst [Doc][NVTX] Add documentation for nvtx.range (#121699) 2024-03-15 20:26:44 +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
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 [Torch Elastic][Draft] Refactor SubprocessHandler to separate module for easier subclass (#120373) 2024-03-08 01:37:34 +00:00
distributed.optim.rst
distributed.pipelining.rst [pipelining] Add pipeline schedules (#125975) 2024-05-11 21:17:53 +00:00
distributed.rst [C10D] Document destroy_process_group usage (#122358) 2024-05-09 16:51:31 +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 dynamic shapes builder API (#124898) 2024-04-30 03:59:49 +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
func.batch_norm.rst
func.migrating.rst
func.rst
func.ux_limitations.rst
func.whirlwind_tour.rst
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 [Export] Add runtime assert to non-strict export (#123681) 2024-04-18 16:13:27 +00:00
hub.rst
index.rst Add module tracker (#125352) 2024-05-04 18:33:35 +00:00
jit_builtin_functions.rst
jit_language_reference_v2.rst
jit_language_reference.rst
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 Add torch.library.opcheck (#124496) 2024-04-23 21:48:00 +00:00
linalg.rst
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 Add doc page for environment variables that effect PyTorch Runtime (#119087) 2024-02-15 21:41:38 +00:00
mobile_optimizer.rst
model_zoo.rst
module_tracker.rst Add module tracker (#125352) 2024-05-04 18:33:35 +00:00
monitor.rst
mps.rst Conform torch.mps to device module interface (#124676) 2024-04-23 18:38:48 +00:00
mtia.rst torch.mtia module for MTIA device backend (#123612) 2024-04-26 16:17:54 +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
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.rst Remove sdp_kernel and replace with sdpa_kernel in attention namespace (#114689) 2024-01-24 22:28:04 +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 Added example regarding weight_decay distinction with per-parameter API (#117436) 2024-01-22 21:26:02 +00:00
package.rst Doc test non packages (#110568) 2023-10-06 14:16:01 +00:00
pipeline.rst [c10d] Deprecate torch.distributed.pipeline (#121464) 2024-03-08 19:55:02 +00:00
profiler.rst Doc test non packages (#110568) 2023-10-06 14:16:01 +00:00
quantization-accuracy-debugging.rst
quantization-backend-configuration.rst
quantization-support.rst [quant][pt2e] Add model_is_exported util function (#119726) 2024-02-16 19:29:36 +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
size.rst Added a docstring for torch.Size.numel. (#124186) 2024-04-19 09:23:02 +00:00
sparse.rst Fix typo in sparse.rst (#121826) 2024-03-19 00:17:19 +00:00
special.rst
storage.rst
tensor_attributes.rst Include the scalar tensor auto-transfer in the doc (#119967) 2024-02-15 22:37:39 +00:00
tensor_view.rst
tensorboard.rst
tensors.rst Integrate swap_tensors into nn.Module.load_state_dict (#117913) 2024-02-09 22:32:29 +00:00
testing.rst
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 Add doc page for environment variables that effect PyTorch Runtime (#119087) 2024-02-15 21:41:38 +00:00
torch.ao.ns._numeric_suite_fx.rst
torch.ao.ns._numeric_suite.rst
torch.compiler_aot_inductor.rst Fix aoti doc to avoid cannot bind non-const lvalue reference error (#121672) 2024-03-12 23:43:40 +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 [docs] add mode="reduce-overhead" into torch.compile to enable cuda g… (#116529) 2024-01-05 22:54:20 +00:00
torch.compiler_custom_backends.rst Fix torch.compile links (#121824) 2024-03-15 19:49:37 +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 Fix links rendering when surrounding code in Dynamo deepdive (#123427) 2024-04-13 04:55:15 +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 Update torch.compile_faq w.r.t to functorch (#122213) 2024-04-05 03:29:11 +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 [Reland2] [inductor][BE] split triton_meta and inductor_meta (#112351) 2023-11-02 00:40:12 +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 Fix links rendering when surrounding code in Dynamo deepdive (#123427) 2024-04-13 04:55:15 +00:00
torch.overrides.rst Doc test non packages (#110568) 2023-10-06 14:16:01 +00:00
torch.rst torch.mtia module for MTIA device backend (#123612) 2024-04-26 16:17:54 +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