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We test exploration sensetivity only for cold start of the MEDIUM model. |
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from data_scripts import append_experiment_name | ||
from mandel_model import make_mandel_setup | ||
from mandel_solvers import make_mandel_solver_space | ||
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from solver_selector.simulation_runner import make_simulation_runner | ||
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experiment_path = append_experiment_name(__file__) | ||
print("Starting experiment:", experiment_path.name) | ||
simulation = make_mandel_setup(model_size="medium") | ||
solver_space = make_mandel_solver_space(l_factor="dynamic") | ||
simulation_runner = make_simulation_runner( | ||
solver_space=solver_space, | ||
params={ | ||
"save_statistics_path": experiment_path, | ||
"print_solver": True, | ||
"exploration": 0, | ||
}, | ||
) | ||
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simulation_runner.run_simulation(simulation) | ||
print("Done, saved at:", experiment_path) |
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from data_scripts import append_experiment_name | ||
from mandel_model import make_mandel_setup | ||
from mandel_solvers import make_mandel_solver_space | ||
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from solver_selector.simulation_runner import make_simulation_runner | ||
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experiment_path = append_experiment_name(__file__) | ||
print("Starting experiment:", experiment_path.name) | ||
solver_space = make_mandel_solver_space(l_factor="dynamic") | ||
simulation = make_mandel_setup(model_size="medium") | ||
simulation_runner = make_simulation_runner( | ||
solver_space=solver_space, | ||
params={ | ||
"save_statistics_path": experiment_path, | ||
"print_solver": True, | ||
"exploration": 0.7, | ||
}, | ||
) | ||
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simulation_runner.run_simulation(simulation) | ||
print("Done, saved at:", experiment_path) |
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from data_scripts import append_experiment_name | ||
from mandel_model import make_mandel_setup | ||
from mandel_solvers import make_mandel_solver_space | ||
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from solver_selector.simulation_runner import make_simulation_runner | ||
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experiment_path = append_experiment_name(__file__) | ||
print("Starting experiment:", experiment_path.name) | ||
solver_space = make_mandel_solver_space(l_factor="dynamic") | ||
simulation = make_mandel_setup(model_size="medium") | ||
simulation_runner = make_simulation_runner( | ||
solver_space=solver_space, | ||
params={ | ||
"save_statistics_path": experiment_path, | ||
"print_solver": True, | ||
}, | ||
) | ||
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simulation_runner.run_simulation(simulation) | ||
print("Done, saved at:", experiment_path) |
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from data_scripts import append_experiment_name | ||
from mandel_model import make_mandel_setup | ||
from mandel_solvers import make_mandel_solver_space | ||
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from solver_selector.simulation_runner import make_simulation_runner | ||
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experiment_path = append_experiment_name(__file__) | ||
print("Starting experiment:", experiment_path.name) | ||
solver_space = make_mandel_solver_space(l_factor="dynamic") | ||
simulation = make_mandel_setup(model_size="medium") | ||
simulation_runner = make_simulation_runner( | ||
solver_space=solver_space, | ||
params={ | ||
"save_statistics_path": experiment_path, | ||
"print_solver": True, | ||
"predictor": "gaussian_process", | ||
}, | ||
) | ||
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simulation_runner.run_simulation(simulation) | ||
print("Done, saved at:", experiment_path) |
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