diff --git a/branson b/branson
index 97aa3863..f6b678a5 160000
--- a/branson
+++ b/branson
@@ -1 +1 @@
-Subproject commit 97aa3863f94fb94484c5c7a8ba8f4d04f088b00e
+Subproject commit f6b678a528fd24839c476a846466c594756337a5
diff --git a/doc/sphinx/05_mlmd/mlmd.rst b/doc/sphinx/05_mlmd/mlmd.rst
index 1a8e1022..43e664e2 100644
--- a/doc/sphinx/05_mlmd/mlmd.rst
+++ b/doc/sphinx/05_mlmd/mlmd.rst
@@ -261,8 +261,8 @@ Training HIPNN Model
 --------------------
 For the training task, only a single FOM needs to be reported, the average epoch time found in the ``model_results.txt`` file. 
 
-* On Chicoma using a single GPU - FOM Average Epoch time:  0.24648178 
-* On Crossroads using a single node - FOM Average Epoch time:   2.63468153
+* On Chicoma using a single GPU - 1 / FOM Average Epoch time:  1/0.24648178 = 4.05709
+* On Crossroads using a single node - 1 / FOM Average Epoch time:   1/2.63468153 = .37956426022925681317
 
 Simulation+Inference 
 --------------------
diff --git a/parthenon b/parthenon
index f7ea1d01..faf912ae 160000
--- a/parthenon
+++ b/parthenon
@@ -1 +1 @@
-Subproject commit f7ea1d01fe7282a1e08f3978a73c9acf6654209e
+Subproject commit faf912ae17aa0043f2018e86ffe33a8af293451c