From 4d995745a83b60084abcf2f255fd22b316c547a3 Mon Sep 17 00:00:00 2001
From: Matt Watson <mattdangerw@gmail.com>
Date: Mon, 23 May 2022 17:21:41 -0700
Subject: [PATCH] Run keras tuner from a temp directory

Otherwise the temporary saved models will always be in your current
working directory. I don't think we need to make this configurable, as
you can already specify the output directory for the best saved model.
---
 examples/bert/bert_finetune_glue.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/examples/bert/bert_finetune_glue.py b/examples/bert/bert_finetune_glue.py
index b7e378d657..598a09fb3b 100644
--- a/examples/bert/bert_finetune_glue.py
+++ b/examples/bert/bert_finetune_glue.py
@@ -13,6 +13,8 @@
 # limitations under the License.
 """Run finetuning on a GLUE task."""
 
+import tempfile
+
 import datasets
 import keras_tuner
 import tensorflow as tf
@@ -251,6 +253,7 @@ def preprocess_data(inputs, labels):
         max_trials=4,
         overwrite=True,
         project_name="hyperparameter_tuner_results",
+        directory=tempfile.mkdtemp(),
     )
 
     tuner.search(