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functionalities_test.py updated

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steffen-illium
2021-05-16 14:51:21 +02:00
parent b1472479cb
commit 36377ee27d
7 changed files with 66 additions and 97 deletions
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30
main.py
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@@ -1,5 +1,4 @@
from experiments import run_ST_experiment, run_SA_experiment, run_soup_experiment, run_mixed_experiment, \
run_robustness_experiment
from experiments import *
import random
@@ -19,17 +18,20 @@ def run_experiments(run_ST, run_SA, run_soup, run_mixed, run_robustness):
if run_soup:
print(f"\n Running the soup experiment:")
run_soup_experiment(soup_population_size, soup_attack_chance, NET_INPUT_SIZE, soup_net_hidden_size,
NET_OUT_SIZE, soup_net_learning_rate, soup_epochs, soup_log_step_size, soup_runs, soup_runs_name,
soup_name_hash, soup_ST_steps, soup_train_nets)
NET_OUT_SIZE, soup_net_learning_rate, soup_epochs, soup_log_step_size, soup_runs,
soup_runs_name, soup_name_hash, soup_ST_steps, soup_train_nets)
if run_mixed:
print(f"\n Running the mixed experiment:")
run_mixed_experiment(mixed_population_size, NET_INPUT_SIZE, mixed_net_hidden_size, NET_OUT_SIZE,
mixed_net_learning_rate, mixed_train_nets, mixed_epochs, mixed_SA_steps,
mixed_ST_steps_between_SA, mixed_log_step_size, mixed_name_hash, mixed_total_runs, mixed_runs_name)
mixed_ST_steps_between_SA, mixed_log_step_size, mixed_name_hash, mixed_total_runs,
mixed_runs_name)
if run_robustness:
print(f"Running the robustness experiment:")
run_robustness_experiment(rob_population_size, rob_log_step_size, NET_INPUT_SIZE, rob_net_hidden_size,
NET_OUT_SIZE, rob_net_learning_rate, rob_ST_steps, rob_runs, rob_runs_name, rob_name_hash)
NET_OUT_SIZE, rob_net_learning_rate, rob_ST_steps, rob_runs, rob_runs_name,
rob_name_hash)
if not run_ST and not run_SA and not run_soup and not run_mixed and not run_robustness:
print(f"No experiments to be run.")
@@ -38,9 +40,13 @@ if __name__ == '__main__':
# Constants:
NET_INPUT_SIZE = 4
NET_OUT_SIZE = 1
run_ST_experiment_bool = True
run_SA_experiment_bool = False
run_soup_experiment_bool = False
run_mixed_experiment_bool = False
run_robustness_bool = False
""" ------------------------------------- Self-training (ST) experiment ------------------------------------- """
run_ST_experiment_bool = False
# Define number of runs & name:
ST_runs = 1
@@ -57,9 +63,6 @@ if __name__ == '__main__':
ST_name_hash = random.getrandbits(32)
""" ----------------------------------- Self-application (SA) experiment ----------------------------------- """
run_SA_experiment_bool = False
# Define number of runs, name, etc.:
SA_runs_name = "test-17"
SA_runs = 2
@@ -81,9 +84,6 @@ if __name__ == '__main__':
SA_name_hash = random.getrandbits(32)
""" -------------------------------------------- Soup experiment -------------------------------------------- """
run_soup_experiment_bool = False
# Define number of runs, name, etc.:
soup_runs = 1
soup_runs_name = "test-16"
@@ -107,8 +107,6 @@ if __name__ == '__main__':
""" ------------------------------------------- Mixed experiment -------------------------------------------- """
run_mixed_experiment_bool = False
# Define number of runs, name, etc.:
mixed_runs_name = "test-17"
mixed_total_runs = 2
@@ -132,8 +130,6 @@ if __name__ == '__main__':
mixed_name_hash = random.getrandbits(32)
""" ----------------------------------------- Robustness experiment ----------------------------------------- """
run_robustness_bool = True
# Define number of runs & name:
rob_runs = 3
rob_runs_name = "test-07"