a h @sddlZddlZddlmZddlmZmZddlZddlZddl Zddl m Z e e ZdgZdejjeeeedfeeeefeeeeeffddd Zdd d d ejjeedfeeeefeeeeeefd ddZdS)N)Iterable)AnyOptional)log_export_usagereport_exportability.)modeltarget_submodulesargskwargsreturnc s|pi}g}idd|Dfdd}zz@|D]$\}}||vr<||j|ddq<||i|Wn4ty}ztd|WYd}~n d}~00W|D] } | qn|D] } | q0S) a~ Generate inputs for targeting submdoules in the given model. Note that if two submodules refer to the same obj, this function doesn't work. Args: model: root model. inputs: inputs to the root model. target_submodules: submodules that we want to generate inputs for. Returns: A dict that maps from submodule name to its inputs. cSsi|]\}}||qSr ).0namemodr r A/var/www/auris/lib/python3.9/site-packages/torch/_export/tools.py (z3_generate_inputs_for_submodules..cs||f|<dS)Nr )moduleZ module_argsZ module_kwargsresultsZsubmodule_to_namesr r pre_forward*sz4_generate_inputs_for_submodules..pre_forwardT)Z with_kwargszDFailed to generate submodule inputs because of the following error: N) named_modulesappendZregister_forward_pre_hook Exceptionwarningswarnremove) rrr r Zhandlesrrrehr rr_generate_inputs_for_submoduless*   rTFstrict pre_dispatch)rr r r!r"r c stdd|pi}dd|D}t||||tifdd|d||t}D](}|durnt|d d }||qnt d t ||D]} t | qS) a Report exportability issues for a module in one-shot. Args: mod: root module. args: args to the root module. kwargs: kwargs to the root module. Returns: A dict that maps from submodule name to the exception that was raised when trying to export it. `None` means the module is exportable without issue. Sample output: { '': UnsupportedOperatorException(func=), 'submod_1': UnsupportedOperatorException(func=), 'submod_2': None } zexport.report_exportability)eventcSsg|]\}}|dkr|qS)r )r r_r r r \rz(report_exportability..c st|vrdSt||dus.|durz2tjjj|||dd|<td|WdSty}z4t | dd}t d||||<WYd}~n d}~00| D]@\}}|dkr|n |d|} |d\} } ||| | qdS) Nr zSuccessfully exported `%s` rz(Failed exporting `%s` with exception: %sr$.)NN)typeaddtorchexportZ_traceZ_exportloginforreprsplitwarningZnamed_childrenget) r module_namer r rZ short_msgrZsubmodZsub_module_nameZ submod_argsZ submod_kwargsr"reportr!Z submod_inputsZtried_module_types try_exportr rr6bs8  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" %   )N)N)loggingrcollections.abcrtypingrrr+Z torch.exportZtorch.export._traceZtorch._utils_internalr getLogger__name__r-__all__nnModulestrtupledictrboolrrr r r rs:     /