diff --git a/doc/sphinx/05_mlmd/gpu.csv b/doc/sphinx/05_mlmd/gpu.csv
index 25c63c4c..d978b51c 100644
--- a/doc/sphinx/05_mlmd/gpu.csv
+++ b/doc/sphinx/05_mlmd/gpu.csv
@@ -1,22 +1,22 @@
 No. Particles,Actual
-100000,1.93E+05
-200000,3.45E+05
-300000,4.42E+05
-400000,5.27E+05
-500000,5.97E+05
-600000,6.48E+05
-700000,6.90E+05
-800000,7.26E+05
-900000,7.57E+05
-1000000,7.84E+05
-2000000,9.50E+05
-3000000,9.76E+05
-4000000,9.74E+05
-5000000,9.58E+05
-6000000,9.22E+05
-8000000,8.90E+05
-9000000,8.78E+05
-10000000,8.59E+05
-15000000,7.94E+05
-20000000,7.43E+05
-50000000,5.45E+05
+100000,1.93E+02
+200000,3.45E+02
+300000,4.42E+02
+400000,5.27E+02
+500000,5.97E+02
+600000,6.48E+02
+700000,6.90E+02
+800000,7.26E+02
+900000,7.57E+02
+1000000,7.84E+02
+2000000,9.50E+02
+3000000,9.76E+02
+4000000,9.74E+02
+5000000,9.58E+02
+6000000,9.22E+02
+8000000,8.90E+02
+9000000,8.78E+02
+10000000,8.59E+02
+15000000,7.94E+02
+20000000,7.43E+02
+50000000,5.45E+02
diff --git a/doc/sphinx/05_mlmd/mlmd.rst b/doc/sphinx/05_mlmd/mlmd.rst
index 53a38ee3..3821baf8 100644
--- a/doc/sphinx/05_mlmd/mlmd.rst
+++ b/doc/sphinx/05_mlmd/mlmd.rst
@@ -310,19 +310,19 @@ Single GPU Throughput Scaling on Chicoma
 Throughput performance of MLMD Simulation+Inference is provided within the
 following table and figure.
 
-.. .. csv-table::  MLMD throughput performance on Chicaoma
-..    :file: gpu.csv
-..    :align: center
-..    :widths: 10, 10
-..    :header-rows: 1
+.. csv-table::  MLMD throughput performance on Chicaoma
+   :file: gpu.csv
+   :align: center
+   :widths: 10, 10
+   :header-rows: 1
 
 
-.. .. figure:: gpu.png
-..    :align: center
-..    :scale: 50%
-..    :alt: MLMD throughput performance on Chicaoma
+.. figure:: gpu.png
+   :align: center
+   :scale: 50%
+   :alt: MLMD throughput performance on Chicaoma
 
-..    MLMD throughput performance on Chicaoma 
+   MLMD throughput performance on Chicaoma 
 
 
 References