From 338e00dd2ed1621a6d4e03cacc87c52badd19b7a Mon Sep 17 00:00:00 2001
From: Yulong Ao <aoyulong@baidu.com>
Date: Mon, 18 Apr 2022 15:49:35 +0800
Subject: [PATCH] [Auto Parallel] Add links for the reference codes. (#41829)

* [Auto Parallel] Add links for the reference codes.

* Update recorder.py

* Update trial.py

* Update test=document_fix

* Update test=document_fix
---
 python/paddle/distributed/auto_parallel/tuner/recorder.py      | 3 +++
 python/paddle/distributed/auto_parallel/tuner/storable.py      | 3 +++
 python/paddle/distributed/auto_parallel/tuner/trial.py         | 3 +++
 python/paddle/distributed/auto_parallel/tuner/tunable_space.py | 3 +++
 .../paddle/distributed/auto_parallel/tuner/tunable_variable.py | 3 +++
 5 files changed, 15 insertions(+)

diff --git a/python/paddle/distributed/auto_parallel/tuner/recorder.py b/python/paddle/distributed/auto_parallel/tuner/recorder.py
index 140336566a1..d0f181a6354 100644
--- a/python/paddle/distributed/auto_parallel/tuner/recorder.py
+++ b/python/paddle/distributed/auto_parallel/tuner/recorder.py
@@ -12,6 +12,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# Notice that the following codes are modified from KerasTuner for a different purpose. 
+# Please refer to https://github.com/keras-team/keras-tuner/blob/master/keras_tuner/engine/metrics_tracking.py.
+
 import numpy as np
 
 
diff --git a/python/paddle/distributed/auto_parallel/tuner/storable.py b/python/paddle/distributed/auto_parallel/tuner/storable.py
index d61e53a0272..63e5eba77f1 100644
--- a/python/paddle/distributed/auto_parallel/tuner/storable.py
+++ b/python/paddle/distributed/auto_parallel/tuner/storable.py
@@ -12,6 +12,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# Notice that the following codes are modified from KerasTuner for a different purpose. 
+# Please refer to https://github.com/keras-team/keras-tuner/blob/master/keras_tuner/engine/metrics_tracking.py.
+
 import json
 
 
diff --git a/python/paddle/distributed/auto_parallel/tuner/trial.py b/python/paddle/distributed/auto_parallel/tuner/trial.py
index 22a6638c5ca..1cda82f1ede 100644
--- a/python/paddle/distributed/auto_parallel/tuner/trial.py
+++ b/python/paddle/distributed/auto_parallel/tuner/trial.py
@@ -12,6 +12,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# Notice that the following codes are modified from KerasTuner to implement our own tuner. 
+# Please refer to https://github.com/keras-team/keras-tuner/blob/master/keras_tuner/engine/trial.py.
+
 import hashlib
 import random
 import time
diff --git a/python/paddle/distributed/auto_parallel/tuner/tunable_space.py b/python/paddle/distributed/auto_parallel/tuner/tunable_space.py
index f63364c5b75..2838a019584 100644
--- a/python/paddle/distributed/auto_parallel/tuner/tunable_space.py
+++ b/python/paddle/distributed/auto_parallel/tuner/tunable_space.py
@@ -12,6 +12,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# Notice that the following codes are modified from KerasTuner to implement our own tuner. 
+# Please refer to https://github.com/keras-team/keras-tuner/blob/master/keras_tuner/engine/hyperparameters.py.
+
 import collections
 import contextlib
 import copy
diff --git a/python/paddle/distributed/auto_parallel/tuner/tunable_variable.py b/python/paddle/distributed/auto_parallel/tuner/tunable_variable.py
index 9549b44c48e..19f118fdde7 100644
--- a/python/paddle/distributed/auto_parallel/tuner/tunable_variable.py
+++ b/python/paddle/distributed/auto_parallel/tuner/tunable_variable.py
@@ -12,6 +12,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# Notice that the following codes are modified from KerasTuner to implement our own tuner. 
+# Please refer to https://github.com/keras-team/keras-tuner/blob/master/keras_tuner/engine/hyperparameters.py.
+
 import numpy as np
 
 
-- 
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