public
/
ottertune
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

fix bug in simulation.py

This commit is contained in:
yangdsh 2019-11-21 05:34:54 +00:00
parent f34e879cb1
commit 27f9cb55fd
1 changed files with 3 additions and 3 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

6
server/analysis/simulation.py
View File

@ -263,15 +263,15 @@ def run_optimize(X, y, X_samples, model_name, opt_kwargs, model_kwargs):
m = gpr_models.create_model(model_name, X=X, y=y, **model_kwargs) m = gpr_models.create_model(model_name, X=X, y=y, **model_kwargs)
timer.stop() timer.stop()
model_creation_sec = timer.elapsed_seconds model_creation_sec = timer.elapsed_seconds
LOG.info(m._model.as_pandas_table()) LOG.info(m.model.as_pandas_table())
# Optimize the DBMS's configuration knobs # Optimize the DBMS's configuration knobs
timer.start() timer.start()
X_news, ypreds, _, _ = tf_optimize(m.model, X_samples, **opt_kwargs) X_news, _, _, loss = tf_optimize(m.model, X_samples, **opt_kwargs)
timer.stop() timer.stop()
config_optimize_sec = timer.elapsed_seconds config_optimize_sec = timer.elapsed_seconds
return X_news, ypreds, m.get_model_parameters(), m.get_hyperparameters() return X_news, loss, m.get_model_parameters(), m.get_hyperparameters()
def gpr_new(env, config, n_loops=100): def gpr_new(env, config, n_loops=100):