diff --git a/examples/03_linear_regression_sol.py b/examples/03_linear_regression_sol.py
index 6fde7360..3705ef98 100644
--- a/examples/03_linear_regression_sol.py
+++ b/examples/03_linear_regression_sol.py
@@ -48,7 +48,7 @@
 	writer = tf.summary.FileWriter('./graphs/linear_reg', sess.graph)
 	
 	# Step 8: train the model
-	for i in range(50): # train the model 100 epochs
+	for i in range(100): # train the model 100 epochs
 		total_loss = 0
 		for x, y in data:
 			# Session runs train_op and fetch values of loss
@@ -67,4 +67,4 @@
 plt.plot(X, Y, 'bo', label='Real data')
 plt.plot(X, X * w + b, 'r', label='Predicted data')
 plt.legend()
-plt.show()
\ No newline at end of file
+plt.show()