Module ImportFrom alias ImportFrom alias Import alias Import alias Import alias Import alias Import alias Import alias Import alias ImportFrom alias ImportFrom alias identifier ImportFrom alias Import alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias alias Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call NameLoad Assign NameStore ListComp NameLoad comprehension NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad NameLoad NameLoad Assign NameStore ListLoad Call NameLoad Str NameLoad Lambda arguments args NameParam defaults SubscriptLoad NameLoad Index Num Call NameLoad Str NameLoad Lambda arguments args NameParam defaults Call NameLoad NameLoad Call NameLoad Str NameLoad Lambda arguments args NameParam defaults Call NameLoad NameLoad Assign NameStore ListLoad For NameStore NameLoad body Assign NameStore AttributeLoad Call AttributeLoad NameLoad attr attr Assign NameStore AttributeLoad Call AttributeLoad NameLoad attr attr Assign NameStore AttributeLoad NameLoad attr Assign NameStore Call NameLoad BinOpAdd Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr BinOpSub SubscriptLoad SubscriptLoad NameLoad Index Num Index Num SubscriptLoad SubscriptLoad NameLoad Index Num Index Num AttributeLoad Call AttributeLoad NameLoad attr attr Assign NameStore Dict For NameStore NameLoad body If CompareIn NameLoad NameLoad body Assign NameStore AttributeLoad SubscriptLoad NameLoad Index NameLoad attr orelse If CompareIn NameLoad NameLoad body Assign NameStore AttributeLoad SubscriptLoad NameLoad Index NameLoad attr orelse Continue Assign SubscriptStore NameLoad Index NameLoad DictComp AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Assign NameStore TupleLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore ListLoad For NameStore NameLoad body For NameStore NameLoad body Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad Return Call AttributeLoad NameLoad attr Str keyword NameLoad keyword NameLoad decorator_list Call AttributeLoad NameLoad attr Str keyword ListLoad Str FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad If CompareIs NameLoad NameLoad body Raise Call AttributeLoad AttributeLoad NameLoad attr attr Str If Call NameLoad body Return Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad orelse If Call NameLoad NameLoad AttributeLoad NameLoad attr body Return Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr NameLoad orelse If Call NameLoad NameLoad AttributeLoad NameLoad attr body Return Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr NameLoad orelse Raise Call AttributeLoad AttributeLoad NameLoad attr attr Str decorator_list Call AttributeLoad NameLoad attr Str keyword ListLoad Str Call AttributeLoad NameLoad attr Str keyword ListLoad Str FunctionDef arguments args defaults body Expr Str Assign NameStore SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Str If UnaryOpNot NameLoad body Raise Call AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad If NameLoad body Return Call AttributeLoad NameLoad attr Dict Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad If CompareIs NameLoad NameLoad body Raise Call AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore NameLoad Assign NameStore Call NameLoad Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Str Num If CompareEq NameLoad Num body Pass orelse If CompareEq NameLoad Num body Assign NameStore AttributeLoad Call AttributeLoad NameLoad attr attr orelse For TupleStore NameStore NameStore AttributeLoad Call AttributeLoad NameLoad attr attr body If CompareEq NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Break Return Call AttributeLoad NameLoad attr Dict Str Str Call AttributeLoad Call AttributeLoad NameLoad attr attr NameLoad decorator_list Call AttributeLoad NameLoad attr Str keyword ListLoad Str FunctionDef arguments args defaults body Expr Str Assign NameStore Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Str If UnaryOpNot NameLoad body Raise Call AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str Return NameLoad decorator_list Call AttributeLoad NameLoad attr Str keyword ListLoad Str FunctionDef arguments args defaults body Expr Str Assign NameStore SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str Assign NameStore Call NameLoad NameLoad Call AttributeLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str attr Str If CompareEq NameLoad Str body Pass orelse If CompareEq NameLoad Str body Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str orelse If CompareEq NameLoad Str body Assign NameStore ListComp Call NameLoad NameLoad comprehension NameStore Call AttributeLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str attr Str Assign NameStore Num Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str orelse If CompareEq NameLoad Str body Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str orelse If CompareEq NameLoad Str body Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str orelse If CompareEq NameLoad Str body Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str orelse If CompareEq NameLoad Str body Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str orelse Raise Call AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore ListLoad For TupleStore NameStore NameStore Call NameLoad NameLoad body Assign NameStore ListLoad BinOpMod Str NameLoad For NameStore Call NameLoad Num body If CompareEq NameLoad Str body Expr Call AttributeLoad NameLoad attr NameLoad orelse If CompareEq NameLoad Str body Expr Call AttributeLoad NameLoad attr BinOpMult NameLoad Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr BinOpDiv Call NameLoad NameLoad NameLoad orelse If CompareEq NameLoad Str body If BoolOpAnd CompareLt NameLoad Call NameLoad NameLoad CompareGtE NameLoad SubscriptLoad NameLoad Index NameLoad body AugAssignAdd NameStore Num Expr Call AttributeLoad NameLoad attr BinOpMult NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad orelse If CompareEq NameLoad Str body Expr Call AttributeLoad NameLoad attr BinOpMult NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad orelse If CompareEq NameLoad Str body Expr Call AttributeLoad NameLoad attr BinOpMult NameLoad Call AttributeLoad NameLoad attr BinOpAdd Num BinOpMult NameLoad NameLoad UnaryOpUSub NameLoad orelse If CompareEq NameLoad Str body Expr Call AttributeLoad NameLoad attr BinOpMult NameLoad Call AttributeLoad NameLoad attr BinOpSub Num BinOpDiv Call NameLoad NameLoad Num NameLoad orelse If CompareEq NameLoad Str body Expr Call AttributeLoad NameLoad attr BinOpDiv NameLoad BinOpAdd Num Call AttributeLoad NameLoad attr BinOpMult NameLoad BinOpSub NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Return Call AttributeLoad NameLoad attr Dict Str Dict Str NameLoad decorator_list Call AttributeLoad NameLoad attr Str keyword ListLoad Str FunctionDef arguments args NameParam NameParam defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad If CompareIs NameLoad NameLoad body Raise Call AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore Num If CompareIn Str AttributeLoad AttributeLoad NameLoad attr attr body Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str orelse If CompareIn Str AttributeLoad AttributeLoad NameLoad attr attr body Assign NameStore Call NameLoad SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore NameLoad If BoolOpAnd CompareEq NameLoad Num Call NameLoad AttributeLoad NameLoad attr body Assign NameStore SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num Assign NameStore SubscriptLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Index Num orelse For TupleStore NameStore NameStore AttributeLoad NameLoad attr body If CompareEq NameLoad NameLoad body Assign NameStore NameLoad Break If UnaryOpNot NameLoad body Raise Call AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore Call AttributeLoad NameLoad attr If CompareIn NameLoad ListLoad Str Str Str Str body Assign NameStore Str If CompareIn NameLoad ListLoad Str Str body Assign NameStore Str orelse If CompareIn NameLoad ListLoad Str body Assign NameStore Str With Call AttributeLoad NameLoad attr keyword NameLoad keyword BinOpMod Str NameLoad NameStore body For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad orelse If CompareIn NameLoad ListLoad Str body With Call AttributeLoad NameLoad attr NameLoad Str NameStore body For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad orelse Raise Call AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Assign SubscriptStore AttributeLoad NameLoad attr Index Str BinOpMod Str TupleLoad Call AttributeLoad NameLoad attr NameLoad NameLoad Return NameLoad decorator_list Call AttributeLoad NameLoad attr Str keyword ListLoad Str Str keyword Dict Str Str Call AttributeLoad NameLoad attr Str keyword ListLoad Str Str ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults body Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list decorator_list ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam NameParam defaults body Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body If AttributeLoad NameLoad attr body Return Call AttributeLoad Str attr NameLoad AttributeLoad NameLoad attr orelse Return NameLoad decorator_list decorator_list FunctionDef arguments args defaults body Assign NameStore ListComp Call NameLoad BinOpAdd Call AttributeLoad AttributeLoad Call AttributeLoad NameLoad attr attr attr Call AttributeLoad AttributeLoad Call AttributeLoad NameLoad attr attr attr comprehension NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Call NameLoad NameLoad NameLoad Return Call NameLoad Lambda arguments args NameParam NameParam defaults Call AttributeLoad NameLoad attr NameLoad NameLoad Call NameLoad decorator_list
N/A __future__ absolute_import datetime timedelta N/A io N/A json N/A math N/A tarfile N/A zipfile N/A flask N/A werkzeug.exceptions N/A forms N/A images model_images N/A ModelJob N/A digits digits frameworks digits.utils time_filters digits.utils.routing request_wants_json digits.webapp app scheduler N/A blueprint N/A N/A flask Blueprint __name__ __name__ index N/A N/A N/A N/A N/A column_attrs N/A list N/A get_column_attrs N/A raw_jobs N/A j N/A j N/A N/A N/A scheduler jobs values N/A isinstance j ModelJob N/A column_types N/A N/A ColumnType latest False N/A N/A N/A outs N/A N/A outs N/A -1 N/A ColumnType max True N/A N/A N/A outs N/A N/A max outs N/A ColumnType min True N/A N/A N/A outs N/A N/A min outs N/A jobs N/A N/A rjob raw_jobs N/A N/A train_outs N/A N/A N/A rjob train_task train_outputs N/A val_outs N/A N/A N/A rjob train_task val_outputs N/A history N/A rjob status_history N/A keys N/A set N/A N/A N/A train_outs keys N/A N/A val_outs keys N/A job_info N/A JobBasicInfo N/A N/A rjob name N/A N/A rjob id N/A rjob status N/A N/A time_filters print_time_diff_nosuffixes N/A N/A N/A history N/A -1 N/A 1 N/A N/A history N/A 0 N/A 1 N/A N/A N/A rjob train_task framework_id N/A job_attrs N/A N/A cattr column_attrs N/A N/A N/A cattr train_outs N/A N/A out_list N/A N/A train_outs N/A cattr data N/A N/A N/A cattr val_outs N/A N/A out_list N/A N/A val_outs N/A cattr data N/A N/A N/A N/A job_attrs N/A cattr N/A N/A ctype name N/A N/A ctype find_from_list out_list N/A ctype column_types N/A job N/A job_info job_attrs N/A N/A N/A jobs append job N/A attrs_and_labels N/A N/A cattr column_attrs N/A N/A ctype column_types N/A N/A N/A N/A attrs_and_labels append N/A cattr ctype N/A N/A ctype label cattr N/A N/A N/A flask render_template models/index.html jobs jobs attrs_and_labels attrs_and_labels N/A N/A N/A blueprint route methods N/A GET show N/A N/A job_id N/A N/A N/A 
    Show a ModelJob

    Returns JSON when requested:
        {id, name, directory, status, snapshots: [epoch,epoch,...]}
     N/A job N/A N/A scheduler get_job job_id N/A N/A job None N/A N/A N/A N/A N/A werkzeug exceptions NotFound Job not found N/A N/A request_wants_json N/A N/A N/A N/A flask jsonify N/A N/A job json_dict True N/A N/A N/A isinstance job N/A model_images ImageClassificationModelJob N/A N/A N/A N/A N/A N/A model_images classification views show job N/A N/A N/A isinstance job N/A model_images GenericImageModelJob N/A N/A N/A N/A N/A N/A model_images generic views show job N/A N/A N/A N/A N/A werkzeug exceptions BadRequest Invalid job type N/A N/A N/A blueprint route /<job_id>.json methods N/A GET N/A N/A blueprint route /<job_id> methods N/A GET customize N/A N/A N/A N/A N/A 
    Returns a customized file for the ModelJob based on completed form fields
     N/A network N/A N/A N/A flask request args N/A network N/A framework N/A N/A N/A N/A flask request args get framework N/A N/A network N/A N/A N/A N/A N/A werkzeug exceptions BadRequest network not provided N/A fw N/A N/A frameworks get_framework_by_id framework N/A network_desc N/A N/A fw get_standard_network_desc network N/A network_desc N/A N/A N/A N/A json dumps N/A network network_desc N/A job N/A N/A scheduler get_job network N/A N/A job None N/A N/A N/A N/A N/A werkzeug exceptions NotFound Job not found N/A snapshot None N/A epoch N/A float N/A N/A N/A N/A flask request form get snapshot_epoch 0 N/A N/A epoch 0 N/A N/A N/A N/A N/A epoch -1 N/A N/A snapshot N/A N/A N/A job train_task pretrained_model N/A N/A N/A filename e N/A N/A N/A job train_task snapshots N/A N/A N/A e epoch N/A N/A snapshot N/A N/A job path filename N/A N/A N/A N/A json dumps N/A network snapshot N/A N/A N/A N/A job train_task get_network_desc snapshot N/A N/A N/A blueprint route /customize methods N/A POST visualize_network N/A N/A N/A N/A N/A 
    Returns a visualization of the custom network as a string of PNG data
     N/A framework N/A N/A N/A N/A flask request args get framework N/A N/A framework N/A N/A N/A N/A N/A werkzeug exceptions BadRequest framework not provided N/A fw N/A N/A frameworks get_framework_by_id framework N/A ret N/A N/A fw get_network_visualization N/A N/A N/A flask request form N/A custom_network N/A ret N/A N/A N/A blueprint route /visualize-network methods N/A POST visualize_lr N/A N/A N/A N/A N/A 
    Returns a JSON object of data used to create the learning rate graph
     N/A policy N/A N/A N/A flask request form N/A lr_policy N/A lrs N/A map float N/A N/A N/A N/A N/A flask request form N/A learning_rate split , N/A N/A policy fixed N/A N/A N/A N/A N/A policy step N/A N/A step N/A float N/A N/A N/A flask request form N/A lr_step_size N/A gamma N/A float N/A N/A N/A flask request form N/A lr_step_gamma N/A N/A N/A policy multistep N/A N/A steps N/A N/A float s N/A s N/A N/A N/A N/A N/A flask request form N/A lr_multistep_values split , N/A current_step 0 N/A gamma N/A float N/A N/A N/A flask request form N/A lr_multistep_gamma N/A N/A N/A policy exp N/A N/A gamma N/A float N/A N/A N/A flask request form N/A lr_exp_gamma N/A N/A N/A policy inv N/A N/A gamma N/A float N/A N/A N/A flask request form N/A lr_inv_gamma N/A power N/A float N/A N/A N/A flask request form N/A lr_inv_power N/A N/A N/A policy poly N/A N/A power N/A float N/A N/A N/A flask request form N/A lr_poly_power N/A N/A N/A policy sigmoid N/A N/A step N/A float N/A N/A N/A flask request form N/A lr_sigmoid_step N/A gamma N/A float N/A N/A N/A flask request form N/A lr_sigmoid_gamma N/A N/A N/A N/A N/A werkzeug exceptions BadRequest Invalid policy N/A datalist N/A N/A N/A j lr N/A enumerate lrs N/A N/A data N/A N/A Learning Rate %d j N/A i N/A xrange 101 N/A N/A N/A policy fixed N/A N/A N/A N/A data append lr N/A N/A N/A policy step N/A N/A N/A N/A data append N/A lr N/A N/A math pow gamma N/A N/A math floor N/A N/A float i step N/A N/A N/A policy multistep N/A N/A N/A N/A current_step N/A len steps N/A i N/A steps N/A current_step N/A N/A current_step 1 N/A N/A N/A data append N/A lr N/A N/A math pow gamma current_step N/A N/A N/A policy exp N/A N/A N/A N/A data append N/A lr N/A N/A math pow gamma i N/A N/A N/A policy inv N/A N/A N/A N/A data append N/A lr N/A N/A math pow N/A 1.0 N/A gamma i N/A power N/A N/A N/A policy poly N/A N/A N/A N/A data append N/A lr N/A N/A math pow N/A 1.0 N/A N/A float i 100 power N/A N/A N/A policy sigmoid N/A N/A N/A N/A data append N/A lr N/A 1.0 N/A N/A math exp N/A gamma N/A i step N/A N/A N/A datalist append data N/A N/A N/A json dumps N/A data N/A columns datalist N/A N/A N/A blueprint route /visualize-lr methods N/A POST download N/A N/A job_id extension N/A N/A N/A 
    Return a tarball of all files required to run the model
     N/A job N/A N/A scheduler get_job job_id N/A N/A job None N/A N/A N/A N/A N/A werkzeug exceptions NotFound Job not found N/A epoch -1 N/A N/A epoch N/A N/A flask request args N/A N/A epoch N/A float N/A N/A N/A flask request args N/A epoch N/A N/A N/A snapshot_epoch N/A N/A flask request form N/A N/A epoch N/A float N/A N/A N/A flask request form N/A snapshot_epoch N/A task N/A N/A job train_task N/A snapshot_filename None N/A N/A N/A epoch -1 N/A len N/A task snapshots N/A N/A epoch N/A N/A N/A task snapshots N/A -1 N/A 1 N/A snapshot_filename N/A N/A N/A task snapshots N/A -1 N/A 0 N/A N/A N/A f e N/A task snapshots N/A N/A N/A e epoch N/A N/A snapshot_filename f N/A N/A N/A snapshot_filename N/A N/A N/A N/A N/A werkzeug exceptions BadRequest Invalid epoch N/A b N/A N/A io BytesIO N/A N/A extension N/A tar tar.gz tgz tar.bz2 N/A N/A mode N/A N/A extension N/A tar.gz tgz N/A N/A mode gz N/A N/A N/A extension N/A tar.bz2 N/A N/A mode bz2 N/A N/A N/A tarfile open fileobj b mode N/A w:%s mode tf N/A N/A N/A path name N/A N/A job download_files epoch N/A N/A N/A N/A tf add path arcname name N/A N/A N/A extension N/A zip N/A N/A N/A N/A zipfile ZipFile b w zf N/A N/A N/A path name N/A N/A job download_files epoch N/A N/A N/A N/A zf write path arcname name N/A N/A N/A N/A N/A werkzeug exceptions BadRequest Invalid extension N/A response N/A N/A flask make_response N/A N/A b getvalue N/A N/A N/A response headers N/A Content-Disposition N/A attachment; filename=%s_epoch_%s.%s N/A N/A N/A job id epoch extension N/A response N/A N/A N/A blueprint route /<job_id>/download methods N/A GET POST defaults N/A extension tar.gz N/A N/A blueprint route /<job_id>/download.<extension> methods N/A GET POST JobBasicInfo N/A object N/A __init__ N/A N/A self name ID status time framework_id N/A N/A N/A N/A self name name N/A N/A self id ID N/A N/A self status status N/A N/A self time time N/A N/A self framework_id framework_id N/A N/A ColumnType N/A object N/A __init__ N/A N/A self name has_suffix find_fn N/A N/A N/A N/A self name name N/A N/A self has_suffix has_suffix N/A N/A self find_from_list find_fn N/A label N/A N/A self attr N/A N/A N/A N/A self has_suffix N/A N/A N/A N/A {} {} format attr N/A self name N/A N/A attr N/A N/A get_column_attrs N/A N/A N/A N/A N/A job_outs N/A N/A set N/A N/A N/A N/A N/A N/A j train_task train_outputs keys N/A N/A N/A N/A N/A j train_task val_outputs keys N/A j N/A N/A N/A scheduler jobs values N/A isinstance j ModelJob N/A N/A reduce N/A N/A N/A acc j N/A N/A N/A acc union j job_outs N/A set N/A