diff --git a/ml_benchmark.md b/ml_benchmark.md
index ae0f06e..45c8a6f 100644
--- a/ml_benchmark.md
+++ b/ml_benchmark.md
@@ -1,6 +1,6 @@
-| Device                 | INA | PlaidBench vgg16 | Platform |
+| Device                 | INA  | Plaid vgg16 | Platform |
 |:--|--:|--:|:--|
 | Z390i i5-9600K         | 10.7 | 137.43ms | macOS  |
 | (Projected) E5-2696 V3 | 23.9 | 
-| Z390i RX 5600-XT       |      | 40.05ms | macOS |
-| Inspiron GTX 1050M     | 27.1 | 89.46ms | Win 10 |
+| Z390i RX 5600-XT       | 52.1 | 40.05ms  | macOS |
+| Inspiron GTX 1050M     | 27.1 | 89.46ms  | Win 10 CUDA |