diff --git a/latest/classarmnn_1_1_elementwise_base_layer__inherit__graph.svg b/latest/classarmnn_1_1_elementwise_base_layer__inherit__graph.svg
new file mode 100644
index 0000000..caf771d
--- /dev/null
+++ b/latest/classarmnn_1_1_elementwise_base_layer__inherit__graph.svg
@@ -0,0 +1,142 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+ "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Generated by graphviz version 2.43.0 (0)
+ -->
+<!-- Title: ElementwiseBaseLayer Pages: 1 -->
+<svg width="508pt" height="218pt"
+ viewBox="0.00 0.00 508.00 218.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 214)">
+<title>ElementwiseBaseLayer</title>
+<polygon fill="white" stroke="transparent" points="-4,4 -4,-214 504,-214 504,4 -4,4"/>
+<!-- Node1 -->
+<g id="node1" class="node">
+<title>Node1</title>
+<g id="a_node1"><a xlink:title="NOTE: this is an abstract class to encapsulate the element wise operations, it does not implement: st...">
+<polygon fill="#bfbfbf" stroke="black" points="223,-95.5 223,-114.5 354,-114.5 354,-95.5 223,-95.5"/>
+<text text-anchor="middle" x="288.5" y="-102.5" font-family="Helvetica,sans-Serif" font-size="10.00">ElementwiseBaseLayer</text>
+</a>
+</g>
+</g>
+<!-- Node4 -->
+<g id="node4" class="node">
+<title>Node4</title>
+<g id="a_node4"><a xlink:href="classarmnn_1_1_addition_layer.html" target="_top" xlink:title="This layer represents an addition operation.">
+<polygon fill="white" stroke="black" points="403,-190.5 403,-209.5 487,-209.5 487,-190.5 403,-190.5"/>
+<text text-anchor="middle" x="445" y="-197.5" font-family="Helvetica,sans-Serif" font-size="10.00">AdditionLayer</text>
+</a>
+</g>
+</g>
+<!-- Node1&#45;&gt;Node4 -->
+<g id="edge3" class="edge">
+<title>Node1&#45;&gt;Node4</title>
+<path fill="none" stroke="midnightblue" d="M307.56,-121.43C326.82,-138.24 358.78,-164.23 390,-181 396.74,-184.62 404.31,-187.78 411.61,-190.43"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="309.7,-118.64 299.89,-114.62 305.05,-123.88 309.7,-118.64"/>
+</g>
+<!-- Node5 -->
+<g id="node5" class="node">
+<title>Node5</title>
+<g id="a_node5"><a xlink:href="classarmnn_1_1_division_layer.html" target="_top" xlink:title="This layer represents a division operation.">
+<polygon fill="white" stroke="black" points="403.5,-152.5 403.5,-171.5 486.5,-171.5 486.5,-152.5 403.5,-152.5"/>
+<text text-anchor="middle" x="445" y="-159.5" font-family="Helvetica,sans-Serif" font-size="10.00">DivisionLayer</text>
+</a>
+</g>
+</g>
+<!-- Node1&#45;&gt;Node5 -->
+<g id="edge4" class="edge">
+<title>Node1&#45;&gt;Node5</title>
+<path fill="none" stroke="midnightblue" d="M323.57,-118.1C342.99,-125.52 367.81,-134.9 390,-143 398.59,-146.13 407.98,-149.47 416.48,-152.46"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="324.81,-114.83 314.22,-114.53 322.31,-121.37 324.81,-114.83"/>
+</g>
+<!-- Node6 -->
+<g id="node6" class="node">
+<title>Node6</title>
+<g id="a_node6"><a xlink:href="classarmnn_1_1_maximum_layer.html" target="_top" xlink:title="This layer represents a maximum operation.">
+<polygon fill="white" stroke="black" points="398.5,-114.5 398.5,-133.5 491.5,-133.5 491.5,-114.5 398.5,-114.5"/>
+<text text-anchor="middle" x="445" y="-121.5" font-family="Helvetica,sans-Serif" font-size="10.00">MaximumLayer</text>
+</a>
+</g>
+</g>
+<!-- Node1&#45;&gt;Node6 -->
+<g id="edge5" class="edge">
+<title>Node1&#45;&gt;Node6</title>
+<path fill="none" stroke="midnightblue" d="M364.32,-114.2C375.96,-115.63 387.68,-117.07 398.42,-118.39"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="364.48,-110.69 354.13,-112.95 363.62,-117.64 364.48,-110.69"/>
+</g>
+<!-- Node7 -->
+<g id="node7" class="node">
+<title>Node7</title>
+<g id="a_node7"><a xlink:href="classarmnn_1_1_minimum_layer.html" target="_top" xlink:title="This layer represents a minimum operation.">
+<polygon fill="white" stroke="black" points="400,-76.5 400,-95.5 490,-95.5 490,-76.5 400,-76.5"/>
+<text text-anchor="middle" x="445" y="-83.5" font-family="Helvetica,sans-Serif" font-size="10.00">MinimumLayer</text>
+</a>
+</g>
+</g>
+<!-- Node1&#45;&gt;Node7 -->
+<g id="edge6" class="edge">
+<title>Node1&#45;&gt;Node7</title>
+<path fill="none" stroke="midnightblue" d="M364.29,-95.8C376.45,-94.31 388.68,-92.8 399.8,-91.44"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="363.62,-92.36 354.13,-97.05 364.48,-99.31 363.62,-92.36"/>
+</g>
+<!-- Node8 -->
+<g id="node8" class="node">
+<title>Node8</title>
+<g id="a_node8"><a xlink:href="classarmnn_1_1_multiplication_layer.html" target="_top" xlink:title="This layer represents a multiplication operation.">
+<polygon fill="white" stroke="black" points="390,-38.5 390,-57.5 500,-57.5 500,-38.5 390,-38.5"/>
+<text text-anchor="middle" x="445" y="-45.5" font-family="Helvetica,sans-Serif" font-size="10.00">MultiplicationLayer</text>
+</a>
+</g>
+</g>
+<!-- Node1&#45;&gt;Node8 -->
+<g id="edge7" class="edge">
+<title>Node1&#45;&gt;Node8</title>
+<path fill="none" stroke="midnightblue" d="M323.57,-91.9C342.99,-84.48 367.81,-75.1 390,-67 398.59,-63.87 407.98,-60.53 416.48,-57.54"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="322.31,-88.63 314.22,-95.47 324.81,-95.17 322.31,-88.63"/>
+</g>
+<!-- Node9 -->
+<g id="node9" class="node">
+<title>Node9</title>
+<g id="a_node9"><a xlink:href="classarmnn_1_1_subtraction_layer.html" target="_top" xlink:title="This layer represents a subtraction operation.">
+<polygon fill="white" stroke="black" points="395.5,-0.5 395.5,-19.5 494.5,-19.5 494.5,-0.5 395.5,-0.5"/>
+<text text-anchor="middle" x="445" y="-7.5" font-family="Helvetica,sans-Serif" font-size="10.00">SubtractionLayer</text>
+</a>
+</g>
+</g>
+<!-- Node1&#45;&gt;Node9 -->
+<g id="edge8" class="edge">
+<title>Node1&#45;&gt;Node9</title>
+<path fill="none" stroke="midnightblue" d="M307.56,-88.57C326.82,-71.76 358.78,-45.77 390,-29 396.74,-25.38 404.31,-22.22 411.61,-19.57"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="305.05,-86.12 299.89,-95.38 309.7,-91.36 305.05,-86.12"/>
+</g>
+<!-- Node2 -->
+<g id="node2" class="node">
+<title>Node2</title>
+<g id="a_node2"><a xlink:href="classarmnn_1_1_layer.html" target="_top" xlink:title=" ">
+<polygon fill="white" stroke="black" points="143,-95.5 143,-114.5 187,-114.5 187,-95.5 143,-95.5"/>
+<text text-anchor="middle" x="165" y="-102.5" font-family="Helvetica,sans-Serif" font-size="10.00">Layer</text>
+</a>
+</g>
+</g>
+<!-- Node2&#45;&gt;Node1 -->
+<g id="edge1" class="edge">
+<title>Node2&#45;&gt;Node1</title>
+<path fill="none" stroke="midnightblue" d="M197.35,-105C205.27,-105 214.08,-105 222.99,-105"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="197.16,-101.5 187.16,-105 197.16,-108.5 197.16,-101.5"/>
+</g>
+<!-- Node3 -->
+<g id="node3" class="node">
+<title>Node3</title>
+<g id="a_node3"><a xlink:href="classarmnn_1_1_i_connectable_layer.html" target="_top" xlink:title="Interface for a layer that is connectable to other layers via InputSlots and OutputSlots.">
+<polygon fill="white" stroke="black" points="0,-95.5 0,-114.5 107,-114.5 107,-95.5 0,-95.5"/>
+<text text-anchor="middle" x="53.5" y="-102.5" font-family="Helvetica,sans-Serif" font-size="10.00">IConnectableLayer</text>
+</a>
+</g>
+</g>
+<!-- Node3&#45;&gt;Node2 -->
+<g id="edge2" class="edge">
+<title>Node3&#45;&gt;Node2</title>
+<path fill="none" stroke="midnightblue" d="M117.13,-105C126.41,-105 135.37,-105 142.93,-105"/>
+<polygon fill="midnightblue" stroke="midnightblue" points="117,-101.5 107,-105 117,-108.5 117,-101.5"/>
+</g>
+</g>
+</svg>