Index

A

all_paths (NASSearchSpace attribute) ArgParser (class in utils.arg_parser) ArtificialBee (class in core.abc.artificial_bee)

ArtificialBeeColony (class in core.abc.abc) assign_employee() (OnlookerBee method) augment() (ImgAug static method)

B

benchmarks module benchmarks.base module

benchmarks.rosenbrock module benchmarks.sphere module beta (TerminateOnThreshold attribute)

C

calculate_fitness() (EmployeeBee method) center_fs (EmployeeBee attribute) check_abandonment() (ScoutBee static method) colony_size (ArtificialBeeColony attribute) compute_probability() (EmployeeBee method) compute_space_size() (NASSearchSpace method) config module config (NASEval attribute) (NASSearchSpace attribute) config.operation_cells module config.params module config_form() (Params static method) ConvBnReLU() (OperationCells static method) ConvBnReLUAvgPool() (OperationCells static method) core module core.abc module core.abc.abc module core.abc.artificial_bee module

core.abc.employee_bee module core.abc.food_source module core.abc.onlooker_bee module core.abc.scout_bee module core.nas module core.nas.act module core.nas.evaluation_strategy module core.nas.momentum_eval module core.nas.nas_interface module core.nas.search_space module core.objective_interface module create_dir() (FileHandler static method)

D

dag (NASSearchSpace attribute) datagen (NASEval attribute)

debug() (Logger static method) dim (NumericalBenchmark attribute)

E

employee (OnlookerBee attribute) EmployeeBee (class in core.abc.employee_bee) employees (ArtificialBeeColony attribute) encode_position() (FoodSource method) end_log() (Logger static method) eo_colony_ratio (ArtificialBeeColony attribute) eval_format() (NASSearchSpace method) eval_strategy (NASInterface.cls attribute) eval_time (FoodSource attribute) evaluate() (ArtificialBee method) (EmployeeBee method) (NASEval method) (NASInterface method) (ObjectiveInterface method) (OnlookerBee method) (Rosenbrock method) (Sphere method)

evaluation_log() (Logger static method) EVALUATION_LOGGING (Logger attribute) evaluation_strategy_config() (Params static method) export_yaml() (FileHandler static method) (Params static method)

F

FileHandler (class in utils.file_handler) filesave_log() (Logger static method) find_topology() (HiveNAS static method) fit (FoodSource attribute) fitness (FoodSource property) food_source (ArtificialBee attribute) (EmployeeBee attribute) (OnlookerBee attribute)

FoodSource (class in core.abc.food_source) fully_train() (NASEval method) fully_train_best_model() (NASInterface method) (NumericalBenchmark method) (ObjectiveInterface method) fully_train_topology() (HiveNAS static method)

G

get_all_config() (Params static method) get_arguments() (ArgParser static method) get_center_fs() (ArtificialBee method) (EmployeeBee method) (OnlookerBee method) get_momentum() (MomentumAugmentation method) get_neighbor() (NASInterface method) (NASSearchSpace method) (NumericalBenchmark method) (ObjectiveInterface method)

get_random_neighbor() (ArtificialBee method) get_results_path() (Params static method) get_threshold() (TerminateOnThreshold method) get_weights_filename() (NASEval method) greedy_select() (EmployeeBee method)

H

HiveNAS module

HiveNAS (class in HiveNAS)

I

id (ArtificialBee attribute) id_tracker (EmployeeBee attribute) (OnlookerBee attribute) ImgAug (class in utils.image_aug) init_from_yaml() (Params static method)

instantiate_network() (NASEval method) is_evaluated() (ArtificialBee method) is_minimize (NASInterface property) (NumericalBenchmark property) is_minimize() (ObjectiveInterface method)

L

load_df() (FileHandler static method) load_pickle() (FileHandler static method)

load_yaml() (FileHandler static method) Logger (class in utils.logger)

M

manual_arch_evaluation() (HiveNAS static method) maximum (NumericalBenchmark property) maxv (NumericalBenchmark attribute) minimization (NumericalBenchmark attribute) minimum (NumericalBenchmark property) minv (NumericalBenchmark attribute) model (NASEval attribute) module benchmarks benchmarks.base benchmarks.rosenbrock benchmarks.sphere config config.operation_cells config.params core core.abc core.abc.abc core.abc.artificial_bee core.abc.employee_bee core.abc.food_source core.abc.onlooker_bee core.abc.scout_bee core.nas core.nas.act core.nas.evaluation_strategy core.nas.momentum_eval core.nas.nas_interface core.nas.search_space core.objective_interface HiveNAS utils utils.arg_parser utils.file_handler utils.image_aug utils.logger utils.prompt_handler

momentum_eval() (NASInterface method) (ObjectiveInterface method) (Rosenbrock method) (Sphere method) momentum_evaluation_log() (Logger static method) momentum_training() (NASEval method) MomentumAugmentation (class in core.nas.momentum_eval) monitor (MomentumAugmentation attribute) (TerminateOnThreshold attribute)

N

n_classes (TerminateOnThreshold attribute) NASEval (class in core.nas.evaluation_strategy)

NASInterface (class in core.nas.nas_interface) NASSearchSpace (class in core.nas.search_space) NumericalBenchmark (class in benchmarks.base)

O

obj_interface (ArtificialBeeColony attribute) ObjectiveInterface (class in core.objective_interface) on_epoch_end() (MomentumAugmentation method) (TerminateOnThreshold method)

OnlookerBee (class in core.abc.onlooker_bee) onlookers (ArtificialBeeColony attribute) OperationCells (class in config.operation_cells) optimize() (ArtificialBeeColony method)

P

Params (class in config.params) path_must_exist() (FileHandler static method) pos (FoodSource attribute)

position (FoodSource property) prompt_yes_no() (PromptHandler static method) PromptHandler (class in utils.prompt_handler)

R

random_contrast() (ImgAug static method) random_cutout() (ImgAug static method) random_saturation() (ImgAug static method)

reset() (EmployeeBee method) ResidualConvBnReLU() (OperationCells static method) results_df (ArtificialBeeColony attribute) Rosenbrock (class in benchmarks.rosenbrock)

S

sample() (NASInterface method) (NASSearchSpace method) (NumericalBenchmark method) (ObjectiveInterface method) (ScoutBee static method) save_df() (FileHandler static method) save_pickle() (FileHandler static method) ScoutBee (class in core.abc.scout_bee) scouts (ArtificialBeeColony attribute) scouts_count (ArtificialBeeColony attribute)

search() (ArtificialBee method) (EmployeeBee method) (OnlookerBee method) search_space (NASInterface.cls attribute) search_space_config() (Params static method) set_parameter() (Params static method) set_reproducible() (HiveNAS static method) Sphere (class in benchmarks.sphere) start_log() (Logger static method) status() (Logger static method)

T

TerminateOnThreshold (class in core.nas.act) test_numerical_optimization() (HiveNAS static method) time (FoodSource property)

total_evals (ArtificialBeeColony attribute) train_custom_arch() (NASInterface method) trials (EmployeeBee attribute)

U

utils module utils.arg_parser module utils.file_handler module

utils.image_aug module utils.logger module utils.prompt_handler module

V

validate_path() (FileHandler static method)

Z

zeta (TerminateOnThreshold attribute)