from archai.common.common import common_init
from archai.nas.evaluate import eval_arch
from archai.petridish.petridish_micro_builder import PetridishMicroBuilder
if __name__ == '__main__':
conf = common_init(
config_filepath='confs/petridish_cifar.yaml',
param_args=['--common.experiment_name', 'petridish_cifar_eval'])
conf_eval = conf['nas']['eval']
# evaluate architecture using eval settings
eval_arch(conf_eval, micro_builder=PetridishMicroBuilder())
exit(0)
from archai.darts.darts_micro_builder import DartsMicroBuilder
from archai.common.common import common_init
from archai.nas.evaluate import eval_arch
if __name__ == '__main__':
conf = common_init(
config_filepath='confs/darts_cifar.yaml',
param_args=['--common.experiment_name', 'darts_cifar_eval'])
conf_eval = conf['nas']['eval']
# evaluate architecture using eval settings
eval_arch(conf_eval, micro_builder=DartsMicroBuilder())
exit(0)
import os
from archai.common.common import common_init
from archai.nas.evaluate import eval_arch
from archai.random_arch.random_micro_builder import RandomMicroBuilder
from archai.nas import nas_utils
if __name__ == '__main__':
conf = common_init(
config_filepath='confs/random_cifar.yaml',
param_args=['--common.experiment_name', 'random_cifar_eval'])
# region config
conf_eval = conf['nas']['eval']
final_desc_filename = conf_eval['final_desc_filename']
# endregion
# evaluate architecture using eval settings
eval_arch(conf_eval, micro_builder=RandomMicroBuilder())
exit(0)
# LOG_DIR = os.environ.get('PT_OUTPUT_DIR', '')
# DATA_DIR = os.environ.get('PT_DATA_DIR', '')
from archai.common.common import common_init
from archai.darts.darts_micro_builder import DartsMicroBuilder
from archai.nas.evaluate import eval_arch
if __name__ == '__main__':
conf = common_init(
config_filepath='confs/imagenet_darts.yaml',
param_args=['--common.experiment_name', 'darts_imagenet_eval'])
conf_eval = conf['nas']['eval']
micro_builder = DartsMicroBuilder()
eval_arch(conf_eval, micro_builder=micro_builder)
exit(0)
def _run_eval(self, conf_eval: Config) -> None:
evaluate.eval_arch(conf_eval, cell_builder=self.cell_builder())