diff --git a/ML/requirements.txt b/ML/requirements.txt
index ad766670..b15cd2c1 100644
--- a/ML/requirements.txt
+++ b/ML/requirements.txt
@@ -18,11 +18,11 @@ Werkzeug==0.15.4
 wrapt==1.11.2
 
 ## Problem
-# Collecting tensorflow-gpu==1.12.0 (from -r ML/requirements.txt (line 20))
-# ERROR: Could not find a version that satisfies the requirement tensorflow-gpu==1.12.0 (from -r ML/requirements.txt (line 20)) (from versions: none)
-# ERROR: No matching distribution found for tensorflow-gpu==1.12.0 (from -r ML/requirements.txt (line 20))
+# Collecting tensorflow-gpu==2.3.1 (from -r ML/requirements.txt (line 20))
+# ERROR: Could not find a version that satisfies the requirement tensorflow-gpu==2.3.1 (from -r ML/requirements.txt (line 20)) (from versions: none)
+# ERROR: No matching distribution found for tensorflow-gpu==2.3.1 (from -r ML/requirements.txt (line 20))
 
 ## Solution
 # python3 -m pip install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl
-tensorflow-gpu==1.12.0
+tensorflow-gpu==2.3.1
 #tensorflow==1.14.0
\ No newline at end of file
diff --git a/ML/requirements3.txt b/ML/requirements3.txt
index 4cc4932f..33f659a6 100644
--- a/ML/requirements3.txt
+++ b/ML/requirements3.txt
@@ -119,7 +119,7 @@ stevedore==1.30.0
 system-service==0.3
 systemd-python==234
 tensorboard==1.12.1
-tensorflow-gpu==1.12.0
+tensorflow-gpu==2.3.1
 termcolor==1.1.0
 terminado==0.8.2
 testpath==0.4.2