diff --git a/RELEASE.md b/RELEASE.md
index 0d22b6b5c4bc..d6f3506d8458 100644
--- a/RELEASE.md
+++ b/RELEASE.md
@@ -47,6 +47,7 @@ Following is the Release Compatibility Matrix for PyTorch releases:
 
 | PyTorch version | Python | Stable CUDA | Experimental CUDA |
 | --- | --- | --- | --- |
+| 2.2 | >=3.8, <=3.11 | CUDA 11.8, CUDNN 8.7.0.84 | CUDA 12.1, CUDNN 8.9.2.26 |
 | 2.1 | >=3.8, <=3.11 | CUDA 11.8, CUDNN 8.7.0.84 | CUDA 12.1, CUDNN 8.9.2.26 |
 | 2.0 | >=3.8, <=3.11 | CUDA 11.7, CUDNN 8.5.0.96 | CUDA 11.8, CUDNN 8.7.0.84 |
 | 1.13 | >=3.7, <=3.10 | CUDA 11.6, CUDNN 8.3.2.44 | CUDA 11.7, CUDNN 8.5.0.96 |