From e34a374adce95077deb863d1e12552240700c02b Mon Sep 17 00:00:00 2001 From: Jan Kowalczyk Date: Sun, 28 Sep 2025 14:35:10 +0200 Subject: [PATCH] wip overall small changes to figures --- thesis/Main.pdf | Bin 7209332 -> 7235861 bytes thesis/Main.tex | 220 +----------------- thesis/base/macros.tex | 38 +-- thesis/diagrams/arch_ef_decoder.pdf | Bin 42284 -> 36472 bytes thesis/diagrams/arch_ef_encoder.pdf | Bin 40729 -> 40715 bytes thesis/diagrams/arch_lenet_decoder.pdf | Bin 39142 -> 39158 bytes thesis/diagrams/arch_lenet_encoder.pdf | Bin 39067 -> 39091 bytes .../PlotNeuralNet/deepsad/arch_ef_decoder.pdf | Bin 0 -> 42330 bytes .../PlotNeuralNet/deepsad/arch_ef_decoder.py | 25 +- .../PlotNeuralNet/deepsad/arch_ef_decoder.tex | 32 ++- .../PlotNeuralNet/deepsad/arch_ef_encoder.pdf | Bin 0 -> 40715 bytes .../PlotNeuralNet/deepsad/arch_ef_encoder.py | 9 +- .../PlotNeuralNet/deepsad/arch_ef_encoder.tex | 17 +- .../deepsad/arch_lenet_decoder.pdf | Bin 0 -> 39158 bytes .../deepsad/arch_lenet_decoder.py | 11 +- .../deepsad/arch_lenet_decoder.tex | 15 +- .../deepsad/arch_lenet_encoder.pdf | Bin 0 -> 39091 bytes .../deepsad/arch_lenet_encoder.py | 3 +- .../deepsad/arch_lenet_encoder.tex | 9 +- .../third_party/PlotNeuralNet/layers/Box.sty | 10 +- .../PlotNeuralNet/pycore/tikzeng.py | 24 ++ 21 files changed, 148 insertions(+), 265 deletions(-) create mode 100644 thesis/third_party/PlotNeuralNet/deepsad/arch_ef_decoder.pdf create mode 100644 thesis/third_party/PlotNeuralNet/deepsad/arch_ef_encoder.pdf create mode 100644 thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_decoder.pdf create mode 100644 thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_encoder.pdf diff --git a/thesis/Main.pdf b/thesis/Main.pdf index 963b475ab0937a18e5428e2e46b56c354ec08ba1..26901002c67353ade4a123ba22397ee8ee02cc14 100644 GIT binary patch delta 161495 zcmey;w1au-rJc+h_{lhh?R4c8+YdDM zDcC){^RVHEK(Ts^d~7YtIj8vQhYa&M-qoyiTPJ&H=6UAg_%|^!dnM-|PWSsfU3c!? 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We attribute these shifts to overfitting: when only a few anomalies are labeled, the model fits them too strongly, and if those examples differ too much from other anomalies, generalization suffers. This explains why lightly supervised training performs even worse than unsupervised training, which avoids this bias. -\fig{prc_over_semi}{figures/results_prc_over_semi.png}{Precision--recall curves at latent dimension~32 for all three labeling regimes (unsupervised, lightly supervised, heavily supervised), shown separately for the LeNet-inspired (left) and Efficient (right) encoders. Baseline methods are included for comparison. Latent dimension~32 is shown as it achieved the best overall AP and is representative of the typical PRC shapes across dimensions.} +\figc{prc_over_semi}{figures/results_prc_over_semi.png}{Precision--recall curves at latent dimension~32 for all three labeling regimes (unsupervised, lightly supervised, heavily supervised), shown separately for the LeNet-inspired (left) and Efficient (right) encoders. Baseline methods are included for comparison. Latent dimension~32 is shown as it achieved the best overall AP and is representative of the typical PRC shapes across dimensions.}{width=.7\textwidth} The LeNet variant illustrates this effect most clearly, showing unusually high variance across folds in the lightly supervised case. In several folds, precision drops untypically early, which supports the idea that the model has overfit to a poorly chosen subset of labeled anomalies. The Efficient variant is less affected, maintaining more stable precision plateaus, which suggests it is more robust to such overfitting, which we observe consistently for nearly all latent dimensionalities. @@ -1341,8 +1147,6 @@ Several promising avenues remain open for future exploration: In summary, while this thesis demonstrates the feasibility of using anomaly detection for lidar degradation quantification, significant challenges remain. Chief among them are the definition and collection of ground truth, the development of analog evaluation targets, and architectural adaptations for more complex real-world scenarios. Addressing these challenges will be critical for moving from proof-of-concept to practical deployment in rescue robotics and beyond. - - % end mainmatter % ************************************************************************************************** diff --git a/thesis/base/macros.tex b/thesis/base/macros.tex index a081654..06c68f9 100755 --- a/thesis/base/macros.tex +++ b/thesis/base/macros.tex @@ -147,22 +147,22 @@ % standard \newcommand{\fig}[3]{\begin{figure}\centering\includegraphics[width=\textwidth]{#2}\caption{#3}\label{fig:#1}\end{figure}}% % with controllable parameters -\newcommand{\figc}[4]{\begin{figure}\centering\includegraphics[#1]{#2}\caption{#3}\label{fig:#4}\end{figure}}% +\newcommand{\figc}[4]{\begin{figure}\centering\includegraphics[#4]{#2}\caption{#3}\label{fig:#1}\end{figure}}% % two subfigures \newcommand{\twofig}[6]{\begin{figure}\centering% -\subfigure[#2]{\includegraphics[width=0.495\textwidth]{#1}}% -\subfigure[#4]{\includegraphics[width=0.495\textwidth]{#3}}% -\caption{#5}\label{fig:#6}\end{figure}}% + \subfigure[#2]{\includegraphics[width=0.495\textwidth]{#1}}% + \subfigure[#4]{\includegraphics[width=0.495\textwidth]{#3}}% + \caption{#5}\label{fig:#6}\end{figure}}% % two subfigures with labels for each subplot \newcommand{\twofigs}[8]{\begin{figure}\centering% -\subfigure[#2]{\includegraphics[width=0.495\textwidth]{#1}\label{fig:#8#3}}% -\subfigure[#5]{\includegraphics[width=0.495\textwidth]{#4}\label{fig:#8#6}}% -\caption{#7}\label{fig:#8}\end{figure}}% + \subfigure[#2]{\includegraphics[width=0.495\textwidth]{#1}\label{fig:#8#3}}% + \subfigure[#5]{\includegraphics[width=0.495\textwidth]{#4}\label{fig:#8#6}}% + \caption{#7}\label{fig:#8}\end{figure}}% % two subfigures and controllable parameters \newcommand{\twofigc}[8]{\begin{figure}\centering% -\subfigure[#3]{\includegraphics[#1]{#2}}% -\subfigure[#6]{\includegraphics[#4]{#5}}% -\caption{#7}\label{fig:#8}\end{figure}}% + \subfigure[#3]{\includegraphics[#1]{#2}}% + \subfigure[#6]{\includegraphics[#4]{#5}}% + \caption{#7}\label{fig:#8}\end{figure}}% % framed figures % standard @@ -171,19 +171,19 @@ \newcommand{\figcf}[4]{\begin{figure}\centering\fbox{\includegraphics[#1]{#2}}\caption{#3}\label{fig:#4}\end{figure}}% % two subfigures \newcommand{\twofigf}[6]{\begin{figure}\centering% -\fbox{\subfigure[#2]{\includegraphics[width=0.495\textwidth]{#1}}}% -\fbox{\subfigure[#4]{\includegraphics[width=0.495\textwidth]{#3}}}% -\caption{#5}\label{fig:#6}\end{figure}}% + \fbox{\subfigure[#2]{\includegraphics[width=0.495\textwidth]{#1}}}% + \fbox{\subfigure[#4]{\includegraphics[width=0.495\textwidth]{#3}}}% + \caption{#5}\label{fig:#6}\end{figure}}% % two subfigures with labels for each subplot \newcommand{\twofigsf}[8]{\begin{figure}\centering% -\fbox{\subfigure[#2]{\includegraphics[width=0.495\textwidth]{#1}\label{fig:#8#3}}}% -\fbox{\subfigure[#5]{\includegraphics[width=0.495\textwidth]{#4}\label{fig:#8#6}}}% -\caption{#7}\label{fig:#8}\end{figure}}% + \fbox{\subfigure[#2]{\includegraphics[width=0.495\textwidth]{#1}\label{fig:#8#3}}}% + \fbox{\subfigure[#5]{\includegraphics[width=0.495\textwidth]{#4}\label{fig:#8#6}}}% + \caption{#7}\label{fig:#8}\end{figure}}% % two subfigures and controllable parameters \newcommand{\twofigcf}[8]{\begin{figure}\centering% -\fbox{\subfigure[#3]{\includegraphics[#1]{#2}}}% -\fbox{\subfigure[#6]{\includegraphics[#4]{#5}}}% -\caption{#7}\label{fig:#8}\end{figure}}% + \fbox{\subfigure[#3]{\includegraphics[#1]{#2}}}% + \fbox{\subfigure[#6]{\includegraphics[#4]{#5}}}% + \caption{#7}\label{fig:#8}\end{figure}}% % listings \newcommand{\filelisting}[5][]{\lstinputlisting[style=#2,caption={#4},label={lst:#5},#1]{#3}} diff --git a/thesis/diagrams/arch_ef_decoder.pdf b/thesis/diagrams/arch_ef_decoder.pdf index c0771bd477b96ea6390952a012fae04cee36cc4d..775a7aa620e764fa4c0bec4c1d3637376125186f 100644 GIT binary patch literal 36472 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zWbOkMZqOnqH7^BJ%o!t}i~%X;B7#!Wxb!{qQc^1vq74*`jbpj=gEOmA6+pL-geycF zDi|pk#&YQg<>!|u7#k=UCCO(!j*T z$;`#c)yc)gz}(fzPJytJSVY-sU=Ar-i5NIbPDuE1{>Xu|EJw~boMAfB<8bD{i38^u zmasO=;O}56B_x(_F*5MGfAE0CYf}%O8HI8e<{gcfWU%_edkHf*i%SxVN-By{)3{6wEzOO& KR8?L5-M9b|ByC3k literal 0 HcmV?d00001 diff --git a/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_decoder.py b/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_decoder.py index ea32b65..3438418 100644 --- a/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_decoder.py +++ b/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_decoder.py @@ -30,7 +30,8 @@ arch = [ height=H8 * 1.6, depth=D1, width=W1, - caption=f"Latent Space", + caption="Latent Space", + captionshift=0, ), # to_connection("fc1", "latent"), # --------------------------- DECODER --------------------------- @@ -39,19 +40,20 @@ arch = [ "fc3", n_filer="{{8×128×8}}", zlabeloffset=0.5, - offset="(2,0,0)", + offset="(2,-.5,0)", to="(latent-east)", height=H1, depth=D512, width=W1, caption=f"FC", + captionshift=20, ), to_Conv( "unsqueeze", s_filer="{{128×8}}", zlabeloffset=0.4, n_filer=32, - offset="(2,0,0)", + offset="(1.4,0,0)", to="(fc3-east)", height=H8, depth=D128, @@ -62,7 +64,7 @@ arch = [ # Reshape to 4×8×512 to_UnPool( "up1", - offset="(2,0,0)", + offset="(1.2,0,0)", n_filer=32, to="(unsqueeze-east)", height=H16, @@ -101,7 +103,8 @@ arch = [ height=H16, depth=D1024, width=W32, - caption="", + caption="Deconv2", + captionshift=20, ), to_Conv( "dwdeconv3", @@ -112,7 +115,7 @@ arch = [ height=H16, depth=D1024, width=W1, - caption="Deconv2", + caption="", ), to_Conv( "dwdeconv4", @@ -134,7 +137,8 @@ arch = [ height=H32, depth=D2048, width=W16, - caption="", + caption="Deconv3", + captionshift=10, ), to_Conv( "dwdeconv5", @@ -145,7 +149,7 @@ arch = [ height=H32, depth=D2048, width=W1, - caption="Deconv3", + caption="", ), to_Conv( "dwdeconv6", @@ -164,7 +168,7 @@ arch = [ s_filer="{{2048×32}}", zlabeloffset=0.15, n_filer=1, - offset="(2,0,0)", + offset="(1.5,0,0)", to="(dwdeconv6-east)", height=H32, depth=D2048, @@ -178,12 +182,13 @@ arch = [ s_filer="{{2048×32}}", zlabeloffset=0.15, n_filer=1, - offset="(2,0,0)", + offset="(1.5,0,0)", to="(outconv-east)", height=H32, depth=D2048, width=W1, caption="Output", + captionshift=5, ), # to_connection("deconv2", "out"), to_end(), diff --git a/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_decoder.tex b/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_decoder.tex index 86b682d..8b894bd 100644 --- a/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_decoder.tex +++ b/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_decoder.tex @@ -28,6 +28,7 @@ {Box={ name=latent, caption=Latent Space, + captionshift=0, xlabel={{, }}, zlabeloffset=0.3, zlabel=latent dim, @@ -39,10 +40,11 @@ }; -\pic[shift={(2,0,0)}] at (latent-east) +\pic[shift={(2,-.5,0)}] at (latent-east) {Box={ name=fc3, caption=FC, + captionshift=20, xlabel={{" ","dummy"}}, zlabeloffset=0.5, zlabel={{8×128×8}}, @@ -55,10 +57,11 @@ }; -\pic[shift={(2,0,0)}] at (fc3-east) +\pic[shift={(1.4,0,0)}] at (fc3-east) {Box={ name=unsqueeze, caption=Unsqueeze, + captionshift=0, xlabel={{32, }}, zlabeloffset=0.4, zlabel={{128×8}}, @@ -70,10 +73,11 @@ }; -\pic[shift={ (2,0,0) }] at (unsqueeze-east) +\pic[shift={ (1.2,0,0) }] at (unsqueeze-east) {Box={ name=up1, caption=, + captionshift=0, fill=\UnpoolColor, opacity=0.5, xlabel={{32, }}, @@ -88,6 +92,7 @@ {Box={ name=dwdeconv1, caption=Deconv1, + captionshift=0, xlabel={{1, }}, zlabeloffset=0.3, zlabel=, @@ -103,6 +108,7 @@ {Box={ name=dwdeconv2, caption=, + captionshift=0, xlabel={{32, }}, zlabeloffset=0.4, zlabel={{256×16}}, @@ -117,7 +123,8 @@ \pic[shift={ (2,0,0) }] at (dwdeconv2-east) {Box={ name=up2, - caption=, + caption=Deconv2, + captionshift=20, fill=\UnpoolColor, opacity=0.5, xlabel={{32, }}, @@ -131,7 +138,8 @@ \pic[shift={(0,0,0)}] at (up2-east) {Box={ name=dwdeconv3, - caption=Deconv2, + caption=, + captionshift=0, xlabel={{1, }}, zlabeloffset=0.3, zlabel=, @@ -147,6 +155,7 @@ {Box={ name=dwdeconv4, caption=, + captionshift=0, xlabel={{16, }}, zlabeloffset=0.17, zlabel={{1024×16}}, @@ -161,7 +170,8 @@ \pic[shift={ (2,0,0) }] at (dwdeconv4-east) {Box={ name=up3, - caption=, + caption=Deconv3, + captionshift=10, fill=\UnpoolColor, opacity=0.5, xlabel={{16, }}, @@ -175,7 +185,8 @@ \pic[shift={(0,0,0)}] at (up3-east) {Box={ name=dwdeconv5, - caption=Deconv3, + caption=, + captionshift=0, xlabel={{1, }}, zlabeloffset=0.3, zlabel=, @@ -191,6 +202,7 @@ {Box={ name=dwdeconv6, caption=, + captionshift=0, xlabel={{8, }}, zlabeloffset=0.15, zlabel={{2048×32}}, @@ -202,10 +214,11 @@ }; -\pic[shift={(2,0,0)}] at (dwdeconv6-east) +\pic[shift={(1.5,0,0)}] at (dwdeconv6-east) {Box={ name=outconv, caption=Deconv4, + captionshift=0, xlabel={{1, }}, zlabeloffset=0.15, zlabel={{2048×32}}, @@ -217,10 +230,11 @@ }; -\pic[shift={(2,0,0)}] at (outconv-east) +\pic[shift={(1.5,0,0)}] at (outconv-east) {Box={ name=out, caption=Output, + captionshift=5, xlabel={{1, }}, 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--- a/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_encoder.py +++ b/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_encoder.py @@ -125,7 +125,7 @@ arch = [ n_filer=8, zlabeloffset=0.45, s_filer="{{128×8}}", - offset="(2,0,0)", + offset="(1,0,0)", to="(pool3-east)", height=H8, depth=D128, @@ -137,12 +137,13 @@ arch = [ "fc1", n_filer="{{8×128×8}}", zlabeloffset=0.5, - offset="(2,0,0)", + offset="(2,-.5,0)", to="(squeeze-east)", height=H1, depth=D512, width=W1, - caption=f"FC", + caption="FC", + captionshift=0, ), # to_connection("pool2", "fc1"), # --------------------------- LATENT --------------------------- @@ -150,7 +151,7 @@ arch = [ "latent", n_filer="", s_filer="latent dim", - offset="(2,0,0)", + offset="(1.3,0.5,0)", to="(fc1-east)", height=H8 * 1.6, depth=D1, diff --git a/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_encoder.tex b/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_encoder.tex index 7e812f2..d774581 100644 --- a/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_encoder.tex +++ b/thesis/third_party/PlotNeuralNet/deepsad/arch_ef_encoder.tex @@ -28,6 +28,7 @@ {Box={ name=input, caption=Input, + captionshift=0, xlabel={{1, }}, zlabeloffset=0.2, zlabel={{2048×32}}, @@ -43,6 +44,7 @@ {Box={ name=dwconv1, caption=, + captionshift=0, xlabel={{1, }}, zlabeloffset=0.3, zlabel=, @@ -58,6 +60,7 @@ {Box={ name=dwconv2, caption=Conv1, + captionshift=0, xlabel={{16, }}, zlabeloffset=0.15, zlabel={{2048×32}}, @@ -76,6 +79,7 @@ zlabeloffset=0.3, zlabel={{512×32}}, caption=, + captionshift=0, fill=\PoolColor, opacity=0.5, height=26, @@ -89,6 +93,7 @@ {Box={ name=dwconv3, caption=, + captionshift=0, xlabel={{1, }}, zlabeloffset=0.3, zlabel=, @@ -104,6 +109,7 @@ {Box={ name=dwconv4, caption=Conv2, + captionshift=0, xlabel={{32, }}, zlabeloffset=0.3, zlabel={{512×32}}, @@ -122,6 +128,7 @@ zlabeloffset=0.45, zlabel={{256×16}}, caption=, + captionshift=0, fill=\PoolColor, opacity=0.5, height=18, @@ -138,6 +145,7 @@ zlabeloffset=0.45, zlabel={{128×8}}, caption=, + captionshift=0, fill=\PoolColor, opacity=0.5, height=12, @@ -147,10 +155,11 @@ }; -\pic[shift={(2,0,0)}] at (pool3-east) +\pic[shift={(1,0,0)}] at (pool3-east) {Box={ name=squeeze, caption=Squeeze, + captionshift=0, xlabel={{8, }}, zlabeloffset=0.45, zlabel={{128×8}}, @@ -162,10 +171,11 @@ }; -\pic[shift={(2,0,0)}] at (squeeze-east) +\pic[shift={(2,-.5,0)}] at (squeeze-east) {Box={ name=fc1, caption=FC, + captionshift=0, xlabel={{" ","dummy"}}, zlabeloffset=0.5, zlabel={{8×128×8}}, @@ -178,10 +188,11 @@ }; -\pic[shift={(2,0,0)}] at (fc1-east) +\pic[shift={(1.3,0.5,0)}] at (fc1-east) {Box={ name=latent, caption=Latent Space, + captionshift=0, xlabel={{, }}, zlabeloffset=0.3, zlabel=latent dim, diff --git a/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_decoder.pdf b/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_decoder.pdf new file mode 100644 index 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50f1400..b34c594 100644 --- a/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_decoder.py +++ b/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_decoder.py @@ -39,19 +39,20 @@ arch = [ "fc3", n_filer="{{4×512×8}}", zlabeloffset=0.35, - offset="(2,0,0)", + offset="(2,-.5,0)", to="(latent-east)", height=1.3, depth=D512, width=W1, caption=f"FC", + captionshift=20, ), # to_connection("latent", "fc3"), # Reshape to 4×8×512 to_UnPool( "up1", n_filer=4, - offset="(2,0,0)", + offset="(2.5,0,0)", to="(fc3-east)", height=H16, depth=D1024, @@ -82,7 +83,8 @@ arch = [ height=H32, depth=D2048, width=W8, - caption="", + caption="Deconv2", + captionshift=10, ), # to_connection("deconv1", "up2"), # DeConv2 (5×5, same): 8->1, 32×2048 @@ -96,7 +98,7 @@ arch = [ height=H32, depth=D2048, width=W1, - caption="Deconv2", + caption="", ), # to_connection("up2", "deconv2"), # Output @@ -111,6 +113,7 @@ arch = [ depth=D2048, width=1.0, caption="Output", + captionshift=5, ), # to_connection("deconv2", "out"), to_end(), diff --git a/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_decoder.tex b/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_decoder.tex index e56e824..24f962c 100644 --- a/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_decoder.tex +++ b/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_decoder.tex @@ -28,6 +28,7 @@ {Box={ name=latent, caption=Latent Space, + captionshift=0, xlabel={{, }}, zlabeloffset=0.3, zlabel=latent dim, @@ -39,10 +40,11 @@ }; -\pic[shift={(2,0,0)}] at (latent-east) +\pic[shift={(2,-.5,0)}] at (latent-east) {Box={ name=fc3, caption=FC, + captionshift=20, xlabel={{" ","dummy"}}, zlabeloffset=0.35, zlabel={{4×512×8}}, @@ -55,10 +57,11 @@ }; -\pic[shift={ (2,0,0) }] at (fc3-east) +\pic[shift={ (2.5,0,0) }] at (fc3-east) {Box={ name=up1, caption=, + captionshift=0, fill=\UnpoolColor, opacity=0.5, xlabel={{4, }}, @@ -73,6 +76,7 @@ {Box={ name=deconv1, caption=Deconv1, + captionshift=0, xlabel={{8, }}, zlabeloffset=0.2, zlabel={{1024×16}}, 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100644 --- a/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_encoder.py +++ b/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_encoder.py @@ -91,13 +91,14 @@ arch = [ to_fc( "fc1", n_filer="{{4×512×8}}", - offset="(2,0,0)", + offset="(2,-.5,0)", zlabeloffset=0.5, to="(pool2-east)", height=1.3, depth=D512, width=W1, caption=f"FC", + captionshift=20, ), # to_connection("pool2", "fc1"), # --------------------------- LATENT --------------------------- diff --git a/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_encoder.tex b/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_encoder.tex index 478f525..8562fa5 100644 --- a/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_encoder.tex +++ b/thesis/third_party/PlotNeuralNet/deepsad/arch_lenet_encoder.tex @@ -28,6 +28,7 @@ {Box={ name=input, caption=Input, + captionshift=0, xlabel={{1, }}, zlabeloffset=0.15, zlabel={{2048×32}}, @@ -43,6 +44,7 @@ {Box={ name=conv1, caption=Conv1, + captionshift=0, xlabel={{8, }}, zlabeloffset=0.15, zlabel={{2048×32}}, @@ -61,6 +63,7 @@ zlabeloffset=0.3, zlabel={{1024×16}}, caption=, + captionshift=0, fill=\PoolColor, opacity=0.5, height=18, @@ -74,6 +77,7 @@ {Box={ name=conv2, caption=Conv2, + captionshift=0, xlabel={{4, }}, zlabeloffset=0.4, zlabel={{1024×16\hspace{2.5em}512×8}}, @@ -92,6 +96,7 @@ zlabeloffset=0.3, zlabel={{}}, caption=, + captionshift=0, fill=\PoolColor, opacity=0.5, height=12, @@ -101,10 +106,11 @@ }; -\pic[shift={(2,0,0)}] at (pool2-east) +\pic[shift={(2,-.5,0)}] at (pool2-east) {Box={ name=fc1, caption=FC, + captionshift=20, xlabel={{" ","dummy"}}, zlabeloffset=0.5, zlabel={{4×512×8}}, @@ -121,6 +127,7 @@ {Box={ name=latent, caption=Latent Space, + captionshift=0, xlabel={{, }}, zlabeloffset=0.3, zlabel=latent dim, diff --git a/thesis/third_party/PlotNeuralNet/layers/Box.sty b/thesis/third_party/PlotNeuralNet/layers/Box.sty index 9c9609e..b198533 100644 --- a/thesis/third_party/PlotNeuralNet/layers/Box.sty +++ b/thesis/third_party/PlotNeuralNet/layers/Box.sty @@ -57,8 +57,12 @@ \path (b1) edge ["\ylabel",midway] (a1); %height label -\tikzstyle{captionlabel}=[text width=15*\LastEastx/\scale,text centered] -\path (\LastEastx/2,-\y/2,+\z/2) + (0,-25pt) coordinate (cap) +% \tikzstyle{captionlabel}=[text width=15*\LastEastx/\scale,text centered,xshift=\captionshift pt] +% \path (\LastEastx/2,-\y/2,+\z/2) + (0,-25pt) coordinate (cap) +% edge ["\textcolor{black}{ \bf \caption}"',captionlabel](cap) ; %Block caption/pic object label + +% Place caption: shift the coordinate by captionshift (NEW) +\path (\LastEastx/2,-\y/2,+\z/2) + (\captionshift pt,-25pt) coordinate (cap) edge ["\textcolor{black}{ \bf \caption}"',captionlabel](cap) ; %Block caption/pic object label %Define nodes to be used outside on the pic object @@ -103,6 +107,7 @@ ylabel/.store in=\ylabel, zlabel/.store in=\zlabel, zlabeloffset/.store in=\zlabeloffset, caption/.store in=\caption, +captionshift/.store in=\captionshift, name/.store in=\name, fill/.store in=\fill, opacity/.store in=\opacity, @@ -117,5 +122,6 @@ ylabel=, zlabel=, zlabeloffset=0.3, caption=, +captionshift=0, name=, } diff --git a/thesis/third_party/PlotNeuralNet/pycore/tikzeng.py b/thesis/third_party/PlotNeuralNet/pycore/tikzeng.py index 0d67102..385caf6 100644 --- a/thesis/third_party/PlotNeuralNet/pycore/tikzeng.py +++ b/thesis/third_party/PlotNeuralNet/pycore/tikzeng.py @@ -75,6 +75,7 @@ def to_Conv( height=40, depth=40, caption=" ", + captionshift=0, ): return ( r""" @@ -90,6 +91,9 @@ def to_Conv( caption=""" + caption + r""", + captionshift=""" + + str(captionshift) + + """, xlabel={{""" + str(n_filer) + """, }}, @@ -182,6 +186,7 @@ def to_Pool( depth=32, opacity=0.5, caption=" ", + captionshift=0, ): return ( r""" @@ -206,6 +211,9 @@ def to_Pool( caption=""" + caption + r""", + captionshift=""" + + str(captionshift) + + """, fill=\PoolColor, opacity=""" + str(opacity) @@ -236,6 +244,7 @@ def to_UnPool( depth=32, opacity=0.5, caption=" ", + captionshift=0, ): return ( r""" @@ -251,6 +260,9 @@ def to_UnPool( caption=""" + caption + r""", + captionshift=""" + + str(captionshift) + + r""", fill=\UnpoolColor, opacity=""" + str(opacity) @@ -335,6 +347,7 @@ def to_ConvSoftMax( height=40, depth=40, caption=" ", + captionshift=0, ): return ( r""" @@ -350,6 +363,9 @@ def to_ConvSoftMax( caption=""" + caption + """, + captionshift=""" + + str(captionshift) + + """, zlabel=""" + str(s_filer) + """, @@ -380,6 +396,7 @@ def to_SoftMax( depth=25, opacity=0.8, caption=" ", + captionshift=0, z_label_offset=0, ): return ( @@ -396,6 +413,9 @@ def to_SoftMax( caption=""" + caption + """, + captionshift=""" + + str(captionshift) + + """, xlabel={{" ","dummy"}}, zlabel=""" + str(s_filer) @@ -455,6 +475,7 @@ def to_fc( height=2, depth=10, caption=" ", + captionshift=0, # titlepos=0, ): return ( @@ -471,6 +492,9 @@ def to_fc( caption=""" + caption + """, + captionshift=""" + + str(captionshift) + + """, xlabel={{" ","dummy"}}, zlabeloffset=""" + str(zlabeloffset)