def build_jobs(epoch_no, network=None): local_job_name = NAMER(epoch_no) + '_LOCAL' local_job = Job(local_job_name, local_exp, local_nests, save_loc=SCHEDULE_DIR) local_job.write() global_job_name = NAMER(epoch_no) + '_GLOBAL' global_job = Job(global_job_name, global_exp, global_nests, save_loc=SCHEDULE_DIR) global_job.write()
def build_jobs(epoch_no, network=None): local_job_name = '%s_EPOCH%04d_LOCAL' % (NAME, epoch_no) local_job = Job(local_job_name, local_exp, local_nests, save_loc=SCHEDULE_DIR) local_job.write() global_job_name = '%s_EPOCH%04d_GLOBAL' % (NAME, epoch_no) global_job = Job(global_job_name, global_exp, global_nests, save_loc=SCHEDULE_DIR) global_job.write()
def build_jobs(epoch_no, network=None, NAME=NAME, reg_name=reg_name):
prefix = '%s_REG%s_EPOCH%04d' % (NAME, reg_name, epoch_no)
local_exp = Experiment(LOCAL_METHODS, network=network, **exp_kwargs)
global_exp = Experiment(GLOBAL_METHODS, network=network, **exp_kwargs)
local_job = Job('%s_LOCAL' % prefix, local_exp, local_nests,
save_loc=SCHEDULE_DIR)
global_job = Job('%s_GLOBAL' % prefix, global_exp, global_nests,
save_loc=SCHEDULE_DIR)
local_job.write()
global_job.write()
def build_jobs(network, **exp_kwargs): local_exp = Experiment([FastLip, LipLP, LipMIP], network=network, **exp_kwargs) global_exp = Experiment([LipMIP, FastLip, LipLP, SeqLip, LipSDP, NaiveUB], network=network, **exp_kwargs) prefix = NAME_FXN(network) #prefix = '%s_RELUS%02d' % (NAME, network.num_relus) local_job_name = prefix + "_LOCAL" local_job = Job(local_job_name, local_exp, local_nests, save_loc=SCHEDULE_DIR) global_job_name = prefix + "_GLOBAL" global_job = Job(global_job_name, global_exp, global_nests, save_loc=SCHEDULE_DIR) local_job.write() global_job.write()