readme updated with training results

Author: gaborvecsei

README.md

@@ -2,6 +2,9 @@
 
 ## Cifar10 experiments
 
-### Cifar10 w/ 3 clients IID data
+Training on Cifar10 with IID data where we had 100 clients and for each round (global epoch) we used only
+10% of them (selected randomly). Every client fitted 1 epoch on "their part" of the data with the batch size of 64.
 
-<img src="art/fl_3_clients_accuracy.png" width="300">
+`python fl.py -e 200 -c 100 -f 0.1 -lr 0.2 -b 64 -ce 1`
+
+<img src="art/fl_3_clients_accuracy.png" width="250">