o j9:j@sddlZddlZddlmZddlmZddlZddlZddlZddl m Z e e Z dgZ ddejjdeedeed fd eeefdBd eeeeefff d d Z dddddejjdeed fd eeefdBdeded eeedBff ddZdS)N)Iterable)Any)log_export_usagereport_exportabilitymodeltarget_submodulesargs.kwargsreturnc s|pi}g}idd|Dfdd}zIz |D]\}}||vr0||j|ddq||i|WntyU}ztjd|dd WYd }~nd }~wwW|D]} | qYS|D]} | qdw) a~ Generate inputs for targeting submdoules in the given model. Note that if two submodules refer to the same obj, this function doesn't work. Args: model: root model. inputs: inputs to the root model. target_submodules: submodules that we want to generate inputs for. Returns: A dict that maps from submodule name to its inputs. cSsi|]\}}||qSr ).0namemodr r Z/home/nk/hobo-godmode/plappi-mvp/.venv/lib/python3.10/site-packages/torch/_export/tools.py (sz3_generate_inputs_for_submodules..cs||f|<dSNr )module module_args module_kwargsresultssubmodule_to_namesr r pre_forward*sz4_generate_inputs_for_submodules..pre_forwardT) with_kwargszDFailed to generate submodule inputs because of the following error: ) stacklevelN) named_modulesappendregister_forward_pre_hook Exceptionwarningswarnremove) rrrr handlesrr rehr rr_generate_inputs_for_submoduless6   r&TFstrict pre_dispatchrr(r)c stdd|pi}dd|D}t||||tifdd|d||t}D]}|durKt|d d }||q7t d t ||D]} t | qVS) a Report exportability issues for a module in one-shot. Args: mod: root module. args: args to the root module. kwargs: kwargs to the root module. Returns: A dict that maps from submodule name to the exception that was raised when trying to export it. `None` means the module is exportable without issue. Sample output: { '': UnsupportedOperatorException(func=), 'submod_1': UnsupportedOperatorException(func=), 'submod_2': None } zexport.report_exportability)eventcSsg|] \}}|dkr|qS)r )r r _r r r ]sz(report_exportability..c st|vrdSt||dus|durWztjjj|||dd|<td|WdStyV}zt | dd}t d||||<WYd}~nd}~ww| D] \}}|dkre|n|d|} |d\} } ||| | q[dS) Nr'zSuccessfully exported `%s` rz(Failed exporting `%s` with exception: %sr+.)NN)typeaddtorchexport_trace_exportloginforreprsplitwarningnamed_childrenget) r module_namerr r$ short_msgr submodsub_module_name submod_args submod_kwargsr)reportr( submod_inputstried_module_types try_exportr rrGcs<  z(report_exportability..try_exportr+Nz\nrzFound %d export issues:) rrr&setvaluesr8r9r1r6r:len) rrr r(r)all_submod_names unique_issues exceptionkeyissuer rCrr?s$ %   r)loggingr collections.abcrtypingrr2 torch.exporttorch.export._tracetorch._utils_internalr getLogger__name__r6__all__nnModulestrtupledictr&boolrrr r r rsN      0