diff --git a/.gitignore b/.gitignore
index 51cee13fcf0d14f8f0314f9878f75a4e92248e14..492e5e9d63aef3c9fc51a5bc34150cba26f78de7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -113,3 +113,7 @@ keras.json
 
 # Tensorflow/keras Checkpoints
 mnist_convnet_model/
+
+# Error and output files from the supercomputers
+*.er
+*.out
\ No newline at end of file