'module': module,
'nets': ['Net_0'],
'other_scenario': True,
'path_code': default_params.HOME_CODE,
'path_results': get_path_logs(LOAD_MILNER_ON_SUPERMICRO, FILE_NAME),
'perturbation_list': [op.get()[7]],
'proportion_connected':
proportion_connected, #related to toal number fo runs
'p_pulses': [5] * NUM_NETS, #size of labels
'p_sizes': [1.] * NUM_RUNS,
'p_subsamp': [1.] * NUM_RUNS,
'res': 10,
'rep': 40,
'time_bin': 100,
}
d_process_and_thread = par_process_and_thread(**kwargs)
kwargs.update(d_process_and_thread)
p_list = pert_add_go_nogo_ss(**kwargs)
for i, p in enumerate(p_list):
print i, p
a_list = get_args_list_Go_NoGo_compete(p_list, **kwargs)
k_list = get_kwargs_list_indv_nets(len(p_list), kwargs)
# loop(get_loop_index(5, [15,15,3]), a_list, k_list )
loop(1, [NUM_NETS, NUM_NETS, 1], a_list, k_list)
'sim_time':40000.0,
'size':20000.0 ,
'STN_amp_mod':STN_amp_mod,
'wrapper_process':WRAPPER_PROCESS, #user defined wrapper of subprocesses
}
d_process_and_thread=par_process_and_thread(**kwargs)
pp(d_process_and_thread)
kwargs.update(d_process_and_thread)
p_list = pert_add_oscillations(**kwargs)
# p_list = pert_set_data_path_to_milner_on_supermicro(p_list,
# LOAD_MILNER_ON_SUPERMICRO)
for i, p in enumerate(p_list):
print i, p
a_list=get_args_list_oscillation(p_list, **kwargs)
k_list=get_kwargs_list_indv_nets(len(p_list), kwargs)
for i, obj in enumerate(a_list):
print i, obj.kwargs['from_disk']
print "num_sims",num_sims
loop(20,[num_sims,num_sims,num_sims/2], a_list, k_list )
'nets': ['Net_0'],
'other_scenario': True,
'path_code': default_params.HOME_CODE,
'path_results': get_path_logs(LOAD_MILNER_ON_SUPERMICRO, FILE_NAME),
'perturbation_list': [op.get()[7]],
'proportion_connected': [0.2] * 1, #related to toal number fo runs
'p_pulses': [5],
'p_sizes': [
1,
],
'p_subsamp': [
1.,
],
'res': 10,
'rep': 80,
'time_bin': 100,
}
d_process_and_thread = par_process_and_thread(**kwargs)
kwargs.update(d_process_and_thread)
p_list = pert_add_go_nogo_ss(**kwargs)
for i, p in enumerate(p_list):
print i, p
a_list = get_args_list_Go_NoGo_compete(p_list, **kwargs)
k_list = get_kwargs_list_indv_nets(len(p_list), kwargs)
loop(1, [num_sims, num_sims, NUM_RUNS], a_list, k_list)
'path_code':default_params.HOME_CODE,
'path_results':get_path_logs(LOAD_MILNER_ON_SUPERMICRO,
FILE_NAME),
'perturbation_list':[op.get()[7]],
'proportion_connected':[0.2]*1, #related to toal number fo runs
'p_pulses':[5],
'p_sizes':[
1,
],
'p_subsamp':[
1.,
],
'res':10,
'rep':80,
'time_bin':100,
}
d_process_and_thread=par_process_and_thread(**kwargs)
kwargs.update(d_process_and_thread)
p_list=pert_add_go_nogo_ss(**kwargs)
for i, p in enumerate(p_list): print i, p
a_list=get_args_list_Go_NoGo_compete(p_list, **kwargs)
k_list=get_kwargs_list_indv_nets(len(p_list), kwargs)
loop(1, [num_sims, num_sims, NUM_RUNS], a_list, k_list )
'nets': ['Net_{}'.format(i) for i in range(NUM_NETS)],
'resolution': 5,
'repetitions': 1,
'path_results': dr.HOME_DATA + '/' + FILE_NAME + '/',
'perturbation_list': ops,
'process_type': PROCESS_TYPE,
'size': 3000,
'upper': 3,
'wrapper_process': WRAPPER_PROCESS, #user defined wrapper of subprocesses
}
d_process_and_thread = par_process_and_thread(**kwargs)
pp(d_process_and_thread)
kwargs.update(d_process_and_thread)
p_list = pert_add_inhibition(**kwargs)
for i, p in enumerate(p_list):
print i, p
a_list = get_args_list_inhibition(p_list, **kwargs)
k_list = get_kwargs_list_indv_nets(len(p_list), kwargs)
for obj in a_list:
print obj.kwargs['setup'].nets_to_run
# for i, a in enumerate(args_list):
# print i, a
loop(min(num_sim, 10), [num_sim, num_sim, NUM_RUNS], a_list, k_list,
**{'config': config})
'path_results':get_path_logs(LOAD_MILNER_ON_SUPERMICRO,
FILE_NAME),
'perturbation_list':[op.get()[5]],
'sim_time':40000.0,
'size':20000.0 ,
'STN_amp_mod':STN_amp_mod,
}
d_process_and_thread=par_process_and_thread(**kwargs)
pp(d_process_and_thread)
kwargs.update(d_process_and_thread)
p_list = pert_add_oscillations(**kwargs)
p_list = pert_set_data_path_to_milner_on_supermicro(p_list,
LOAD_MILNER_ON_SUPERMICRO)
for i, p in enumerate(p_list):
print i, p
a_list=get_args_list_oscillation(p_list, **kwargs)
k_list=get_kwargs_list_indv_nets(len(p_list), kwargs)
for i, obj in enumerate(a_list):
print i, obj.kwargs['from_disk']
loop(20,[num_sims,num_sims,num_sims/2], a_list, k_list )
'other_scenario':True,
'path_rate_runs':path_rate_runs,
'path_results':dr.HOME_DATA+ '/'+ FILE_NAME + '/',
'perturbation_list':ops,
'proportion_connected':[0.2]*1, #related to toal number fo runs
'p_sizes':[
1.
],
'p_subsamp':[
1.
],
'res':10,
'rep':80,
'time_bin':100,
'wrapper_process':WRAPPER_PROCESS, #user defined wrapper of subprocesses
}
p_list=pert_add_go_nogo_ss(**kwargs)
for i, p in enumerate(p_list): print i, p
a_list=get_args_list_Go_NoGo_compete(p_list, **kwargs)
k_list=get_kwargs_list_indv_nets(len(p_list), kwargs)
loop(1, [NUM_NETS, NUM_NETS, 1], a_list, k_list )
'path_code':default_params.HOME_CODE,
'path_results':get_path_logs(LOAD_MILNER_ON_SUPERMICRO,
FILE_NAME),
'perturbation_list':[op.get()[5]],
'proportion_connected':[0.2]*NUM_NETS, #related to toal number fo runs
'p_sizes':[
1.
],
'p_subsamp':[
1.
],
'res':10,
'rep':40,
'time_bin':100,
}
d_process_and_thread=par_process_and_thread(**kwargs)
kwargs.update(d_process_and_thread)
p_list=pert_add_go_nogo_ss(**kwargs)
p_list=pert_add(p_list, **kwargs)
for i, p in enumerate(p_list): print i, p
a_list=get_args_list_Go_NoGo_compete(p_list, **kwargs)
k_list=get_kwargs_list_indv_nets(len(p_list), kwargs)
loop(2, [NUM_NETS,NUM_NETS,NUM_NETS], a_list, k_list )