PhddlmZmZddgZddgZeddgeedd d ged d ed eeddedeeddedddedddedddeddeddedd ed!d"ed#d$ed%d&ded'd(ed)d*ed+d,ded-d.ed/d0ded1d2dd3ed4d5ded6d7ed8d9dd:ed;ddded?d@dedAdBdedCdDdEyF)G)register_artifact register_logz%torch.fx.experimental.symbolic_shapesztorch.fx.experimental.sym_nodeztorch.distributedz"torch._dynamo.backends.distributeddynamoz torch._dynamoaotztorch._functorch.aot_autogradztorch._functorch._aot_autogradinductorztorch._inductordynamictorch distributedonnxz torch.onnxguardszhThis prints the guards for every compiled Dynamo frame. It does not tell you where the guards come from.T)visibleverbose_guards)off_by_defaultbytecodez{Prints the original and modified bytecode from Dynamo. Mostly useful if you're debugging our bytecode generation in Dynamo.graphzvPrints the dynamo traced graph (prior to AOTDispatch) in a table. If you prefer python code use `graph_code` instead. graph_codez4Like `graph`, but gives you the Python code instead. graph_sizesz5Prints the sizes of all FX nodes in the dynamo graph. trace_sourcezAs we execute bytecode, prints the file name / line number we are processing and the actual source code. Useful with `bytecode` trace_callzhLike trace_source, but it will give you the per-expression blow-by-blow if your Python is recent enough. aot_graphszPrints the FX forward and backward graph generated by AOTDispatch, after partitioning. Useful to understand what's being given to Inductoraot_joint_graphz_Print FX joint graph from AOTAutograd, prior to partitioning. Useful for debugging partitioningpost_grad_graphsz}Prints the FX graph generated by post grad passes. Useful to understand what's being given to Inductor after post grad passescompiled_autogradzzPrints various logs in compiled_autograd, including but not limited to the graphs. Useful for debugging compiled_autograd. ddp_graphszOnly relevant for compiling DDP. DDP splits into multiple graphs to trigger comms early. This will print each individual graph here. recompilesz?Prints the reason why we recompiled a graph. Very, very useful.recompiles_verbosezPrints all guard checks that fail during a recompilation. At runtime, Dynamo will stop at the first failed check for each failing guard. So not all logged failing checks are actually ran by Dynamo.)r r graph_breakszPrints whenever Dynamo decides that it needs to graph break (i.e. create a new graph). Useful for debugging why torch.compile has poor performancenot_implementedzPrints log messages whenever we return NotImplemented in a multi-dispatch, letting you trace through each object we attempted to dispatch to output_codez>Prints the code that Inductor generates (either Triton or C++))rr schedulezIInductor scheduler information. Useful if working on Inductor fusion algo perf_hintsonnx_diagnosticsfusionzADetailed Inductor fusion decisions. More detailed than 'schedule'overlapz0Detailed Inductor compute/comm overlap decisionscustom_format_test_artifactz Testing only) log_formatN) _internalrrDYNAMIC DISTRIBUTEDhC:\Users\daisl\Desktop\realtime-object-detection\venv\Lib\site-packages\torch/_logging/_registrations.pyr.s&6 24T U"$HI X2'23 U46VWX Z*+ Y Wg ]K( V\" n  "Bt<B  |, VWJFnQ  eDA  KE  C  Y  SD   O ,48$b> G  6 /BOr,