diff --git a/cfg/rnn.cfg b/cfg/rnn.cfg
new file mode 100644
index 00000000..f57ec67c
--- /dev/null
+++ b/cfg/rnn.cfg
@@ -0,0 +1,37 @@
+[net]
+subdivisions=1
+inputs=256
+batch = 1
+time_steps = 1
+momentum=0.9
+decay=0.0005
+max_batches = 50000000
+learning_rate=0.1
+
+[rnn]
+batch_normalize=1
+output = 256
+hidden=512
+activation=leaky
+
+[rnn]
+batch_normalize=1
+output = 256
+hidden=512
+activation=leaky
+
+[rnn]
+batch_normalize=1
+output = 256
+hidden=512
+activation=leaky
+
+[connected]
+output=256
+activation=leaky
+
+[softmax]
+
+[cost]
+type=sse
+