diff --git a/requirements_gpu.txt b/requirements_gpu.txt
index ede24db20..624b45f74 100644
--- a/requirements_gpu.txt
+++ b/requirements_gpu.txt
@@ -1,5 +1,5 @@
 # This is a list of recommended packages that also enables GPU support.
 # You will also need the packages listed in requirements.txt
 
-tensorflow-gpu==1.15   # Enables GPU support for synthesizer
+tensorflow-gpu==2.12.0   # Enables GPU support for synthesizer
 webrtcvad              # Better noise reduction when processing audio files