Linkcheck and prepare alpha (#2078)

docs/reference/framework_compatibility/framework_compatibility.md

@@ -1,8 +1,37 @@
 # Framework Compatibility
 
-Pull content from
-<https://docs.amd.com/bundle/ROCm-Deep-Learning-Guide-v5.4.1/page/Prerequisites.html>.
-Only the frameworks content. Link to kernel/user space guide.
+The ROCm release supports the most recent and two prior releases of PyTorch and TensorFlow.
 
-Also pull content from
-<https://docs.amd.com/bundle/ROCm-Compatible-Frameworks-Release-Notes/page/Framework_Release_Notes.html>
+Legends:
+
+Blue: Shows compatibility tested versions
+
+Gray: Not tested
+
+![With PyTorch](../../data/framework_compatibility/with_pytorch.png)
+
+![With TensorFlow](../../data/framework_compatibility/with_tensorflow.png)
+
+## Supported Frameworks
+
+This section contains the latest release notes for each framework compatible with ROCm™  and Deep Learning (DL) applications.
+
+The ROCm 5.4 platform supports the following frameworks:
+
+•       PyTorch v1.12.1
+
+•       MAGMA v2.5.4
+
+•       TensorFlow v2.10.0
+
+### PyTorch
+
+For the latest release of PyTorch, refer to <a href="https://github.com/pytorch/pytorch/releases/" target="_blank">https://github.com/pytorch/pytorch/releases/</a>
+
+### MAGMA
+
+For the latest release of MAGMA, refer to <a href="https://icl.utk.edu/magma/index.html" target="_blank">https://icl.utk.edu/magma/index.html</a>
+
+### TensorFlow
+
+For the latest release of TensorFlow, refer to <a href="https://github.com/tensorflow/tensorflow/releases/" target="_blank">https://github.com/tensorflow/tensorflow/releases</a>