From ea3d2facd42034c9116db4b6f2f55667ed2bb0fb Mon Sep 17 00:00:00 2001
From: Claudio Scheer <claudioscheer@protonmail.com>
Date: Mon, 6 Apr 2020 01:52:17 -0300
Subject: [PATCH] Add output for MLP network

---
 {mpl-xor => mlp-xor}/.gitignore | 0
 {mpl-xor => mlp-xor}/README.md  | 4 +++-
 {mpl-xor => mlp-xor}/main.py    | 0
 mlp-xor/output.txt              | 5 +++++
 4 files changed, 8 insertions(+), 1 deletion(-)
 rename {mpl-xor => mlp-xor}/.gitignore (100%)
 rename {mpl-xor => mlp-xor}/README.md (57%)
 rename {mpl-xor => mlp-xor}/main.py (100%)
 create mode 100644 mlp-xor/output.txt

diff --git a/mpl-xor/.gitignore b/mlp-xor/.gitignore
similarity index 100%
rename from mpl-xor/.gitignore
rename to mlp-xor/.gitignore
diff --git a/mpl-xor/README.md b/mlp-xor/README.md
similarity index 57%
rename from mpl-xor/README.md
rename to mlp-xor/README.md
index c51b614..17cb3ab 100644
--- a/mpl-xor/README.md
+++ b/mlp-xor/README.md
@@ -1,3 +1,5 @@
 # About
 
-This is an example of a multilayer perceptron neural network that can learn how to deal with the XOR operator. The activation function cannot be linear.
\ No newline at end of file
+This is an example of a multilayer perceptron neural network that can learn how to deal with the XOR operator. The activation function can not be linear.
+
+This example is extremely dependent on the inicialization of the weigths.
\ No newline at end of file
diff --git a/mpl-xor/main.py b/mlp-xor/main.py
similarity index 100%
rename from mpl-xor/main.py
rename to mlp-xor/main.py
diff --git a/mlp-xor/output.txt b/mlp-xor/output.txt
new file mode 100644
index 0000000..3b60143
--- /dev/null
+++ b/mlp-xor/output.txt
@@ -0,0 +1,5 @@
+tensor(1.9984e-15, device='cuda:0', grad_fn=<MseLossBackward>)
+tensor([[5.9605e-08],
+        [1.0000e+00],
+        [1.0000e+00],
+        [2.9802e-08]], device='cuda:0', grad_fn=<AddmmBackward>)
-- 
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