diff --git a/README.md b/README.md
index 0e75d3c..4d3b102 100644
--- a/README.md
+++ b/README.md
@@ -2,15 +2,7 @@ rust port of python in http://neuralnetworksanddeeplearning.com/chap1.html
 
 main goal: me understanding what's going on
 
-done:
-* implementation that 'works' without runtime errors
-
-to do:
-* verify correctness
-* add unit tests
-* train using actual training data
-* evaluate with test/validation data
-* make more efficient
+results: up to about 80% accuracy in 30 epochs, lr=0.01, batchsize=1
 
 *training_data/test_data not included*<br/> too big for github