mirror of
https://github.com/saymrwulf/pytorch.git
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22095acfd7
Summary - The 'dynamo_export' diagnostics leverages the PT2 artifact logger to handle the verbosity level of logs that are recorded in each SARIF log diagnostic. In addition to SARIF log, terminal logging is by default disabled. Terminal logging can be activated by setting the environment variable `TORCH_LOGS="onnx_diagnostics"`. When the environment variable is set, it also fixes logging level to `logging.DEBUG`, overriding the verbosity level specified in the diagnostic options. See `torch/_logging/__init__.py` for more on PT2 logging. - Replaces 'with_additional_message' with 'Logger.log' like apis. - Introduce 'LazyString', adopted from 'torch._dynamo.utils', to skip evaluation if the message will not be logged into diagnostic. - Introduce 'log_source_exception' for easier exception logging. - Introduce 'log_section' for easier markdown title logging. - Updated all existing code to use new api. - Removed 'arg_format_too_verbose' diagnostic. - Rename legacy diagnostic classes for TorchScript Onnx Exporter to avoid confusion. Follow ups - The 'dynamo_export' diagnostic now will not capture python stack information at point of diagnostic creation. This will be added back in follow up PRs for debug level logging. - There is type mismatch due to subclassing 'Diagnostic' and 'DiagnosticContext' for 'dynamo_export' to incorporate with PT2 logging. Follow up PR will attempt to fix it. - More docstrings with examples. Pull Request resolved: https://github.com/pytorch/pytorch/pull/106592 Approved by: https://github.com/titaiwangms |
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| .. | ||
| _static | ||
| _templates | ||
| community | ||
| elastic | ||
| notes | ||
| rpc | ||
| scripts | ||
| amp.rst | ||
| autograd.rst | ||
| backends.rst | ||
| benchmark_utils.rst | ||
| bottleneck.rst | ||
| checkpoint.rst | ||
| complex_numbers.rst | ||
| conf.py | ||
| config_mod.rst | ||
| cpp_extension.rst | ||
| cpp_index.rst | ||
| cpu.rst | ||
| cuda._sanitizer.rst | ||
| cuda.rst | ||
| cudnn_persistent_rnn.rst | ||
| cudnn_rnn_determinism.rst | ||
| data.rst | ||
| ddp_comm_hooks.rst | ||
| deploy.rst | ||
| distributed.algorithms.join.rst | ||
| distributed.checkpoint.rst | ||
| distributed.elastic.rst | ||
| distributed.optim.rst | ||
| distributed.rst | ||
| distributed.tensor.parallel.rst | ||
| distributions.rst | ||
| dlpack.rst | ||
| docutils.conf | ||
| export.rst | ||
| fft.rst | ||
| fsdp.rst | ||
| func.api.rst | ||
| func.batch_norm.rst | ||
| func.migrating.rst | ||
| func.rst | ||
| func.ux_limitations.rst | ||
| func.whirlwind_tour.rst | ||
| futures.rst | ||
| fx.rst | ||
| hub.rst | ||
| index.rst | ||
| jit.rst | ||
| jit_builtin_functions.rst | ||
| jit_language_reference.rst | ||
| jit_language_reference_v2.rst | ||
| jit_python_reference.rst | ||
| jit_unsupported.rst | ||
| jit_utils.rst | ||
| library.rst | ||
| linalg.rst | ||
| logging.rst | ||
| masked.rst | ||
| math-quantizer-equation.png | ||
| mobile_optimizer.rst | ||
| model_zoo.rst | ||
| monitor.rst | ||
| mps.rst | ||
| multiprocessing.rst | ||
| name_inference.rst | ||
| named_tensor.rst | ||
| nested.rst | ||
| nn.functional.rst | ||
| nn.init.rst | ||
| nn.rst | ||
| onnx.rst | ||
| onnx_diagnostics.rst | ||
| onnx_supported_aten_ops.rst | ||
| optim.rst | ||
| package.rst | ||
| pipeline.rst | ||
| profiler.rst | ||
| quantization-accuracy-debugging.rst | ||
| quantization-backend-configuration.rst | ||
| quantization-support.rst | ||
| quantization.rst | ||
| random.rst | ||
| rpc.rst | ||
| signal.rst | ||
| sparse.rst | ||
| special.rst | ||
| storage.rst | ||
| tensor_attributes.rst | ||
| tensor_view.rst | ||
| tensorboard.rst | ||
| tensors.rst | ||
| testing.rst | ||
| torch.ao.ns._numeric_suite.rst | ||
| torch.ao.ns._numeric_suite_fx.rst | ||
| torch.compiler.rst | ||
| torch.compiler_api.rst | ||
| torch.compiler_best_practices_for_backends.rst | ||
| torch.compiler_cudagraph_trees.rst | ||
| torch.compiler_custom_backends.rst | ||
| torch.compiler_deepdive.rst | ||
| torch.compiler_dynamic_shapes.rst | ||
| torch.compiler_fake_tensor.rst | ||
| torch.compiler_faq.rst | ||
| torch.compiler_fine_grain_apis.rst | ||
| torch.compiler_get_started.rst | ||
| torch.compiler_guards_overview.rst | ||
| torch.compiler_inductor_profiling.rst | ||
| torch.compiler_ir.rst | ||
| torch.compiler_nn_module.rst | ||
| torch.compiler_performance_dashboard.rst | ||
| torch.compiler_profiling_torch_compile.rst | ||
| torch.compiler_transformations.rst | ||
| torch.compiler_troubleshooting.rst | ||
| torch.overrides.rst | ||
| torch.rst | ||
| type_info.rst | ||
| utils.rst | ||
