def load_experiments_jobman(experiment_module, jobargs):
"""
Load jobs from experiment onto postgresql database table.
"""
dbdescr = get_desc(jobargs)
db = api0.open_db(dbdescr)
experiment = imp.load_source("module.name", experiment_module)
for i, items in enumerate(experiment.generator):
hyperparams = experiment.default_hyperparams
state = DD()
set_hyper_parameters(hyperparams, **dict((k, v) for k, v in items))
state.hyperparams = translate(hyperparams, "knex")
state["out&path"] = path.abspath(jobargs["out_path"])
state["experiment&module"] = path.abspath(experiment_module)
state["dbdescr"] = dbdescr
sql.insert_job(run_experiment_jobman, flatten(state), db)
db.createView("%s" % jobargs["table"])
def load_experiments_jobman(experiment_module, jobargs):
"""
Load jobs from experiment onto postgresql database table.
"""
dbdescr = get_desc(jobargs)
db = api0.open_db(dbdescr)
experiment = imp.load_source("module.name", experiment_module)
for i, items in enumerate(experiment.generator):
hyperparams = experiment.default_hyperparams
state = DD()
set_hyper_parameters(hyperparams, **dict((k, v) for k, v in items))
state.hyperparams = translate(hyperparams, "knex")
state["out&path"] = path.abspath(jobargs["out_path"])
state["experiment&module"] = path.abspath(experiment_module)
state["dbdescr"] = dbdescr
sql.insert_job(run_experiment_jobman,
flatten(state),
db)
db.createView("%s" % jobargs["table"])
