o Zh@sddlZddlZddlmZddlmZmZddlZddlZddl Zddl m Z e e ZdgZ ddejjdeedeed fd eeeefd eeeeefff d d Z dddddejjdeed fd eeeefdeded eeeeff ddZdS)N)Iterable)AnyOptional)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 ).0namemodr r B/var/www/auris/lib/python3.10/site-packages/torch/_export/tools.py (sz3_generate_inputs_for_submodules..cs||f|<dSNr )moduleZ module_argsZ module_kwargsresultsZsubmodule_to_namesr r pre_forward*sz4_generate_inputs_for_submodules..pre_forwardT)Z with_kwargszDFailed to generate submodule inputs because of the following error: N) named_modulesappendZregister_forward_pre_hook Exceptionwarningswarnremove) rrr r Zhandlesrrrehr rr_generate_inputs_for_submoduless4   rTFstrict 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$.)NN)typeaddtorchZexport_traceZ_exportloginforreprsplitwarningZnamed_childrenget) r module_namer r rZ short_msgrZsubmodZsub_module_nameZ submod_argsZ submod_kwargsr"reportr!Z submod_inputsZtried_module_types try_exportr rr6bs<  z(report_exportability..try_exportr$Nz\nrzFound %d export issues:) rrrsetvaluesr/r0r*r-r1len) rr r r!r"Zall_submod_namesZ unique_issues exceptionkeyissuer r4rr>s$ %   r)loggingrcollections.abcrtypingrrr+Z torch.exportZtorch.export._traceZtorch._utils_internalr getLogger__name__r-__all__nnModulestrtupledictrboolrrr r r rsN     /