Update README.md

README.md

@@ -27,21 +27,21 @@ license: gpl-3.0
 
 |                |           Value            |
 | :------------: | :------------------------: |
-|   Batch Size   |           $1024$           |
-| Grad Acc Steps |            $1$             |
-|     Max LR     |    $1.5 \times 10^{-3}$    |
-|  LR Scheduler  |        Trapezoidal         |
-|  Warmup Ratio  |           $0.01$           |
-|  Decay Ratio   |           $0.35$           |
+|   Batch Size   |           1024           |
+| Grad Acc Steps |            1             |
+|     Max LR     |    1.5 * 10^-3    |
+|  LR Scheduler  |        Trapezoidal / Cosine        |
+|  Warmup Ratio  |           0.01           |
+|  Decay Ratio   |           0.35           |
 | Decay Progress |        Exponential         |
-|  Min Decay LR  | $0.01 \times \text{MaxLR}$ |
+|  Min Decay LR  | 0.01 \times \text{MaxLR} |
 |   Optimizer    |           AdamW            |
-|  Weight Decay  |           $0.1$            |
-| Max Grad Norm  |           $1.0$            |
-|   Num Epochs   |            $1$             |
+|  Weight Decay  |           0.1            |
+| Max Grad Norm  |           1.0            |
+|   Num Epochs   |            1             |
 |      FP16      |            True            |
 |     Device     |    Tesla-V100-SXM2-32GB    |
-|      Seed      |           $3407$           |
+|      Seed      |           3407           |