diff --git a/content/talk/20220222_siampp/index.md b/content/talk/20220222_siampp/index.md
index c49e8a4..e488a13 100644
--- a/content/talk/20220222_siampp/index.md
+++ b/content/talk/20220222_siampp/index.md
@@ -1,6 +1,6 @@
 ---
 title: Automatic Discovery of Implementation Rules for Fast GPU + MPI Operations
-date: "2022-02-22T00:00:00Z"
+date: "2022-02-25T00:00:00Z"
 tags: [MPI, CUDA]
 ---
 
@@ -14,4 +14,5 @@ Developing a high-performance implementation of a distributed computational kern
 
 ### Link
 
-* [slides](/pdf/20220225_siampp.pdf)
\ No newline at end of file
+* [slides](/pdf/20220225_siampp.pdf)
+* [github](https://github.com/sandialabs/tenzing-core)
\ No newline at end of file
diff --git a/static/pdf/20220225_siampp.pdf b/static/pdf/20220225_siampp.pdf
index 4b0840e..7838ea6 100644
Binary files a/static/pdf/20220225_siampp.pdf and b/static/pdf/20220225_siampp.pdf differ