def main(optimize_config_file_path, output_dir, export, export_file_path, label, bin_size, procs_per_worker, verbose):
"""
:param optimize_config_file_path: str
:param output_dir: str
:param export: bool
:param export_file_path: str
:param label: str
:param verbose: bool
"""
# requires a global variable context: :class:'Context'
context.update(locals())
interface=get_parallel_interface(procs_per_worker=procs_per_worker)
config_optimize_interactive(__file__, config_file_path=optimize_config_file_path, output_dir=output_dir,
export=export, export_file_path=export_file_path, label=label, disp=verbose,
interface=interface)
def main(cli, optimize_config_file_path, output_dir, export, export_file_path,
label, verbose, debug):
"""
:param optimize_config_file_path: str
:param output_dir: str
:param export: bool
:param export_file_path: str
:param label: str
:param verbose: bool
:param debug: bool
"""
# requires a global variable context: :class:'Context'
context.update(locals())
kwargs = get_unknown_click_arg_dict(cli.args)
context.disp = verbose > 0
context.interface = get_parallel_interface(source_file=__file__,
source_package=__package__,
**kwargs)
context.interface.start(disp=context.disp)
context.interface.ensure_controller()
config_optimize_interactive(__file__,
config_file_path=optimize_config_file_path,
output_dir=output_dir,
export=export,
export_file_path=export_file_path,
label=label,
disp=context.disp,
interface=context.interface,
verbose=verbose,
debug=debug,
**kwargs)
if not context.debug:
model_id = 0
if 'model_key' in context() and context.model_key is not None:
model_label = context.model_key
else:
model_label = 'test'
features = dict()
# Stage 0:
sequences = [[context.x0_array], [model_id], [context.export]]
primitives = context.interface.map(compute_network_features,
*sequences)
this_features = {
key: value
for feature_dict in primitives
for key, value in viewitems(feature_dict)
}
features.update(this_features)
features, objectives = context.interface.execute(
get_objectives, features, model_id, context.export)
sys.stdout.flush()
print('model_id: %i; model_labels: %s' % (model_id, model_label))
print('params:')
pprint.pprint(context.x0_dict)
print('features:')
pprint.pprint(features)
print('objectives:')
pprint.pprint(objectives)
sys.stdout.flush()
time.sleep(.1)
context.interface.stop()