From b7ddba3c76ea736401535c59bb67f190ce27c462 Mon Sep 17 00:00:00 2001
From: dzier <dzier@nvidia.com>
Date: Fri, 28 Aug 2020 11:40:12 -0700
Subject: [PATCH] Update README for 20.08 release

---
 README.rst | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/README.rst b/README.rst
index 9120acc..84303fc 100644
--- a/README.rst
+++ b/README.rst
@@ -18,9 +18,6 @@
 PyProf - PyTorch Profiling tool
 ===============================
 
-    **PRE-RELEASE: You are currently on the r20.08 branch which tracks
-    stabilization towards the new release.**
-
 .. overview-begin-marker-do-not-remove
 
 PyProf is a tool that profiles and analyzes the GPU performance of PyTorch
@@ -39,6 +36,14 @@ What's New in 3.3.0
 
    pyprof.init(enable_function_stack=True)
 
+Known Issues
+------------
+
+* Forward-Backward kernel correlation heuristics do not work correctly with 
+  PyTorch 1.6. Recommended work arounds include:
+
+  * Use with PyTorch 1.5
+  * Use DLProf in the `20.08 NGC Pytorch container <https://ngc.nvidia.com/catalog/containers/nvidia:pytorch>`_
 
 Features
 --------