From 5b44ebbf56215f3834c3875b333876ebf027e5ee Mon Sep 17 00:00:00 2001
From: Maciej Wielgosz <maciej.wielgosz@nibio.no>
Date: Wed, 30 Nov 2022 16:09:50 +0100
Subject: [PATCH] bayes update for loading previous results
---
bayes_opt_run.py | 8 ++++++--
1 file changed, 6 insertions(+), 2 deletions(-)
diff --git a/bayes_opt_run.py b/bayes_opt_run.py
index 96f8206..2296cb5 100644
--- a/bayes_opt_run.py
+++ b/bayes_opt_run.py
@@ -1,6 +1,7 @@
from bayes_opt import BayesianOptimization
from bayes_opt.logger import JSONLogger
from bayes_opt.event import Events
+from bayes_opt.util import load_logs
from pipeline_test_command_params_just_tls import RunCommand
@@ -50,10 +51,13 @@ optimizer = BayesianOptimization(
allow_duplicate_points=True
)
-logger = JSONLogger(path="./bayes_opt_run_logs.json")
+# load the logs
+load_logs(optimizer, logs=["./bayes_opt_run_logs.json"])
+
+logger = JSONLogger(path="./bayes_opt_run_logs_1.json")
optimizer.subscribe(Events.OPTIMIZATION_STEP, logger)
optimizer.maximize(
- init_points=5,
+ init_points=1,
n_iter=100
)
--
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