def main_simulate():
"""Function called to perform the simulation.
"""
tic = time()
base_name = ("IA_stream_sel_results_{SNR}_{M}-{modulator}_{Nr}x{Nt}_({Ns})"
"_MaxIter_{max_iterations}_({initialize_with})")
runner = IASimulationRunner('greedy_config_file.txt')
runner.set_results_filename("greedy_{0}".format(base_name))
simulate_do_what_i_mean(runner, parent_dir)
toc = time()
print("Total Elapsed Time: {0}".format(misc.pretty_time(toc - tic)))
def main_simulate():
"""Function called to perform the simulation.
"""
tic = time()
base_name = (
"IA_stream_sel_results_{SNR}_{M}-{modulator}_{Nr}x{Nt}_({Ns})" "_MaxIter_{max_iterations}_({initialize_with})"
)
runner = IASimulationRunner("greedy_config_file.txt")
runner.set_results_filename("greedy_{0}".format(base_name))
simulate_do_what_i_mean(runner, parent_dir)
toc = time()
print("Total Elapsed Time: {0}".format(misc.pretty_time(toc - tic)))
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
# xxxxxxxxxxxxxxx Main xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
if __name__ == '__main__':
# noinspection PyUnresolvedReferences
from apps.comp_BD.simulate_comp import BDSimulationRunner
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
# File name (without extension) for the figure and result files.
results_filename = 'bd_results_{Nr}x{Nt}_ext_int_rank_{ext_int_rank}'
runner = BDSimulationRunner()
runner.set_results_filename(results_filename)
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
simulate_do_what_i_mean(runner, pyphysim_dir)
if runner.command_line_args.index is None:
print("Runned iterations: {0}".format(runner.runned_reps))
print("Elapsed Time: {0}".format(runner.elapsed_time))
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
if __name__ == '__main__1':
try:
# noinspection PyUnresolvedReferences
from matplotlib import pyplot as plt
_MATPLOTLIB_AVAILABLE = True
except ImportError:
_MATPLOTLIB_AVAILABLE = False
# xxxxxxxxxx Parameters xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
def main_simulate(algorithms_to_simulate):
"""
Function called to perform the simulation.
Parameters
----------
algorithms_to_simulate : list[str]
List with the names of the algorithms to simulate.
"""
tic = time()
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
all_simulation_runner_objs = []
# xxxxxxxxxx Closed Form Runner xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
if "Closed Form" in algorithms_to_simulate:
print("Simulating Closed Form algorithm")
closed_form_runner = ClosedFormSimulationRunner('ia_config_file.txt')
try:
closed_form_runner.params.remove('max_iterations')
except KeyError:
pass
try:
closed_form_runner.params.remove('initialize_with')
except KeyError:
pass
pprint(closed_form_runner.params.parameters)
# print("IA Solver: {0}\n".format(
# closed_form_runner.ia_solver.__class__))
closed_form_runner.set_results_filename(
'ia_closed_form_results_{M}-{modulator}_{Nr}x{Nt}_({Ns})')
all_simulation_runner_objs.append(closed_form_runner)
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
# xxxxxxxxxx Alt. Min. Runner xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
if "Alt Min" in algorithms_to_simulate:
print("Simulating Alternating Minimizations algorithm")
alt_min_runner = AlternatingSimulationRunner('ia_config_file.txt')
try:
alt_min_runner.params.remove('initialize_with')
except KeyError:
pass
pprint(alt_min_runner.params.parameters)
# print("IA Solver: {0}\n".format(alt_min_runner.ia_solver.__class__))
name = ("ia_alt_min_results_{M}-{modulator}_{Nr}x{Nt}_({Ns})"
"_MaxIter_{max_iterations}")
alt_min_runner.set_results_filename(name)
all_simulation_runner_objs.append(alt_min_runner)
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
# xxxxxxxxxx Max SINR Runner xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
if "Max SINR" in algorithms_to_simulate:
print("Simulating Max SINR algorithm")
max_sinr_runner = MaxSINRSimulationRunner('ia_config_file.txt')
pprint(max_sinr_runner.params.parameters)
# print("IA Solver: {0}\n".format(
# max_sinr_runner.ia_solver.__class__))
name = ("ia_max_sinr_results_{M}-{modulator}_{Nr}x{Nt}_({Ns})"
"_MaxIter_{max_iterations}_{initialize_with}")
max_sinr_runner.set_results_filename(name)
all_simulation_runner_objs.append(max_sinr_runner)
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
# xxxxxxxxxx MMSE Runner xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
if "MMSE" in algorithms_to_simulate:
print("Simulating MMSE algorithm")
mmse_runner = MMSESimulationRunner('ia_config_file.txt')
pprint(mmse_runner.params.parameters)
# print("IA Solver: {0}\n".format(mmse_runner.ia_solver.__class__))
name = ("ia_mmse_results_{M}-{modulator}_{Nr}x{Nt}_({Ns})"
"_MaxIter_{max_iterations}_{initialize_with}")
mmse_runner.set_results_filename(name)
all_simulation_runner_objs.append(mmse_runner)
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
simulate_do_what_i_mean(all_simulation_runner_objs, parent_dir)
# xxxxxxxxxx Some finalization message xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
toc = time()
print("Total Elapsed Time: {0}".format(misc.pretty_time(toc - tic)))
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
# xxxxxxxxxxxxxxx Main xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
if __name__ == '__main__':
from simulate_comp import BDSimulationRunner
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
# File name (without extension) for the figure and result files.
results_filename = 'bd_results_{Nr}x{Nt}_ext_int_rank_{ext_int_rank}'
runner = BDSimulationRunner()
runner.set_results_filename(results_filename)
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
simulate_do_what_i_mean(runner, pyphysim_dir)
if runner.command_line_args.index is None:
print ("Runned iterations: {0}".format(runner.runned_reps))
print ("Elapsed Time: {0}".format(runner.elapsed_time))
# xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
if __name__ == '__main__1':
try:
from matplotlib import pyplot as plt
_MATPLOTLIB_AVAILABLE = True
except ImportError:
_MATPLOTLIB_AVAILABLE = False
# xxxxxxxxxx Parameters xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx