diff --git a/docs/reference/execution-providers/CUDA-ExecutionProvider.md b/docs/reference/execution-providers/CUDA-ExecutionProvider.md
index 534dc235ef..d1e75b805c 100644
--- a/docs/reference/execution-providers/CUDA-ExecutionProvider.md
+++ b/docs/reference/execution-providers/CUDA-ExecutionProvider.md
@@ -22,13 +22,13 @@ Pre-built binaries of ONNX Runtime with CUDA EP are published for most language
## Requirements
-Please reference table below for official GPU packages dependencies.
+Please reference table below for official GPU packages dependencies for the ONNX Runtime inferencing package. Note that ONNX Runtime Training is aligned with PyTorch CUDA versions; refer to the Training tab on https://onnxruntime.ai/ for supported versions.
|ONNX Runtime|CUDA|cuDNN|Notes|
|---|---|---|---|
|1.8|11.0.3|8.0.4 (Linux)
8.0.2.39 (Windows)|libcudart 11.0.221
libcufft 10.2.1.245
libcurand 10.2.1.245
libcublasLt 11.2.0.252
libcublas 11.2.0.252
libcudnn 8.0.4
libcupti.so 2020.1.1|
|1.7|11.0.3|8.0.4 (Linux)
8.0.2.39 (Windows)|libcudart 11.0.221
libcufft 10.2.1.245
libcurand 10.2.1.245
libcublasLt 11.2.0.252
libcublas 11.2.0.252
libcudnn 8.0.4|
-|1.5-1.6|10.2|8.0.3|CUDsA 11 can be built from source|
+|1.5-1.6|10.2|8.0.3|CUDA 11 can be built from source|
|1.2-1.4|10.1|7.6.5|Requires cublas10-10.2.1.243; cublas 10.1.x will not work|
|1.0-1.1|10.0|7.6.4|CUDA versions from 9.1 up to 10.1, and cuDNN versions from 7.1 up to 7.4 should also work with Visual Studio 2017|