o ߗi@sddlZddlZddlmZmZmZmZmZddlZddl Zddl Zddl m Z e eZdgZ ddejjdeedeedfd eeeefd eeeeefff d d Z dd dddejjdeedfd eeeefdeded eeeeff ddZdS)N)AnyDictIterableOptionalTuple)log_export_usagereport_exportabilitymodeltarget_submodulesargs.kwargsreturnc s|pi}g}idd|Dfdd}zGz |D]\}}||vr0||j|ddq||i|WntyS}ztd|WYd}~nd}~wwW|D]} | qWS|D]} | qbw) 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).0namemodrrQ/home/ubuntu/transcripts/venv/lib/python3.10/site-packages/torch/_export/tools.py 'sz3_generate_inputs_for_submodules..cs||f|<dSNr)module module_args module_kwargsresultssubmodule_to_namesrr pre_forward)sz4_generate_inputs_for_submodules..pre_forwardT) with_kwargszDFailed to generate submodule inputs because of the following error: N) named_modulesappendregister_forward_pre_hook Exceptionwarningswarnremove) r r r r handlesrrrehrrr_generate_inputs_for_submoduless4   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)rr_rrr [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_exportloginfor reprsplitwarningnamed_childrenget) r module_namer r r% short_msgrsubmodsub_module_name submod_args submod_kwargsr*reportr) submod_inputstried_module_types try_exportrrrHas<  z(report_exportability..try_exportr,Nz\nrzFound %d export issues:) rrr'setvaluesr9r:r2r7r;len) rr r r)r*all_submod_names unique_issues exceptionkeyissuerrDrr=s$ %   r)loggingr!typingrrrrrr3 torch.exporttorch.export._tracetorch._utils_internalr getLogger__name__r7__all__nnModulestrr'boolr rrrrrsL    /