parser.add_argument('--num_iters', default=200, type=int)
parser.add_argument('--num_chains', default=1, type=int)
parser.add_argument('--ct_kernel', default=0, type=int) # 0 for Gibbs, 1 for MH
parser.add_argument('--no_plots', action='store_true')
return parser
if __name__ == "__main__":
import argparse
import experiment_runner.experiment_utils as eru
from experiment_runner.ExperimentRunner import ExperimentRunner, propagate_to_s3
parser = gen_parser()
args = parser.parse_args()
argsdict = eu.parser_args_to_dict(args)
generate_plots = not argsdict['no_plots']
results_filename = 'recovers_original_densities_results'
dirname_prefix = 'recovers_original_densities'
er = ExperimentRunner(run_experiment, dirname_prefix=dirname_prefix, bucket_str='experiment_runner', storage_type='fs')
er.do_experiments([argsdict])
if generate_plots:
for id in er.frame.index:
result = er._get_result(id)
this_dirname = eru._generate_dirname(dirname_prefix, 10, result['config'])
filename_img = os.path.join(dirname_prefix, this_dirname, results_filename+'.png')
eu.plot_recovers_original_densities(result, filename=filename_img)
pass
parser.add_argument('--no_runner', action='store_true') # do not use experiment runner
return parser
if __name__ == "__main__":
# python haystacks_break.py --num_rows 30 --max_cols 64 --num_chains 8 --rho .9 --save_pickle
import argparse
import experiment_runner.experiment_utils as eru
from experiment_runner.ExperimentRunner import ExperimentRunner, propagate_to_s3
parser = gen_parser()
args = parser.parse_args()
argsdict = eu.parser_args_to_dict(args)
generate_plots = not argsdict['no_plots']
use_runner = not argsdict['no_runner']
results_filename = 'haystacks_break_results'
dirname_prefix = 'haystacks_break'
er = ExperimentRunner(run_experiment, dirname_prefix=dirname_prefix, bucket_str='experiment_runner', storage_type='fs')
if use_runner:
er.do_experiments([argsdict], do_multiprocessing=False)
if generate_plots:
for id in er.frame.index:
result = er._get_result(id)