Update README.md

README.md

@@ -23,7 +23,7 @@ is available [here](https://github.com/hantek/BinaryConnect).
 
 This python script trains an MLP on MNIST with the stochastic version of BinaryConnect.
 It should run for about 30 minutes on a GTX 680 GPU.
-The final test error should be around 1.15%.
+The final test error should be around **1.15%**.
 Please note that this is NOT the experiment reported in the article (which is in the "master" branch of the repository).
 
 ## CIFAR-10
@@ -32,7 +32,7 @@ Please note that this is NOT the experiment reported in the article (which is in
 
 This python script trains a CNN on CIFAR-10 with the stochastic version of BinaryConnect.
 It should run for about 20 hours on a Titan Black GPU.
-The final test error should be around 8.27%.
+The final test error should be around **8.27%**.
 
 ## SVHN
 
@@ -45,7 +45,7 @@ This python script (taken from Pylearn2) computes a preprocessed (GCN and ZCA wh
 
 This python script trains a CNN on SVHN with the stochastic version of BinaryConnect.
 It should run for about 2 days on a Titan Black GPU.
-The final test error should be around 2.15%.
+The final test error should be around **2.15%**.
 
 ## How to play with it