reworked network arch diagrams

thesis/third_party/PlotNeuralNet/deepsad/arch_ef_encoder.tex

@@ -27,8 +27,9 @@
 \pic[shift={(0,0,0)}] at (0,0,0) 
     {Box={
         name=input,
-        caption=input,
+        caption=Input,
         xlabel={{1, }},
+        zlabeloffset=0.2,
         zlabel={{2048×32}},
         fill=\ConvColor,
         height=26,
@@ -43,6 +44,7 @@
         name=dwconv1,
         caption=,
         xlabel={{1, }},
+        zlabeloffset=0.3,
         zlabel=,
         fill=\ConvColor,
         height=26,
@@ -55,9 +57,10 @@
 \pic[shift={(0,0,0)}] at (dwconv1-east) 
     {Box={
         name=dwconv2,
-        caption=conv1,
+        caption=Conv1,
         xlabel={{16, }},
-        zlabel=,
+        zlabeloffset=0.15,
+        zlabel={{2048×32}},
         fill=\ConvColor,
         height=26,
         width=4,
@@ -69,6 +72,9 @@
 \pic[shift={ (0,0,0) }] at (dwconv2-east) 
     {Box={
         name=pool1,
+        xlabel={{, }},
+        zlabeloffset=0.3,
+        zlabel={{512×32}},
         caption=,
         fill=\PoolColor,
         opacity=0.5,
@@ -84,6 +90,7 @@
         name=dwconv3,
         caption=,
         xlabel={{1, }},
+        zlabeloffset=0.3,
         zlabel=,
         fill=\ConvColor,
         height=26,
@@ -96,9 +103,10 @@
 \pic[shift={(0,0,0)}] at (dwconv3-east) 
     {Box={
         name=dwconv4,
-        caption=conv2,
+        caption=Conv2,
         xlabel={{32, }},
-        zlabel=,
+        zlabeloffset=0.3,
+        zlabel={{512×32}},
         fill=\ConvColor,
         height=26,
         width=8,
@@ -110,6 +118,9 @@
 \pic[shift={ (0,0,0) }] at (dwconv4-east) 
     {Box={
         name=pool2,
+        xlabel={{, }},
+        zlabeloffset=0.45,
+        zlabel={{256×16}},
         caption=,
         fill=\PoolColor,
         opacity=0.5,
@@ -123,6 +134,9 @@
 \pic[shift={ (0,0,0) }] at (pool2-east) 
     {Box={
         name=pool3,
+        xlabel={{, }},
+        zlabeloffset=0.45,
+        zlabel={{128×8}},
         caption=,
         fill=\PoolColor,
         opacity=0.5,
@@ -136,9 +150,10 @@
 \pic[shift={(2,0,0)}] at (pool3-east) 
     {Box={
         name=squeeze,
-        caption=squeeze,
+        caption=Squeeze,
         xlabel={{8, }},
-        zlabel=,
+        zlabeloffset=0.45,
+        zlabel={{128×8}},
         fill=\ConvColor,
         height=12,
         width=2,
@@ -152,6 +167,7 @@
         name=fc1,
         caption=FC,
         xlabel={{" ","dummy"}},
+        zlabeloffset=0.5,
         zlabel={{8×128×8}},
         fill=\FcColor,
         opacity=0.8,
@@ -167,6 +183,7 @@
         name=latent,
         caption=Latent Space,
         xlabel={{, }},
+        zlabeloffset=0.3,
         zlabel=latent dim,
         fill=\ConvColor,
         height=19.200000000000003,