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-rw-r--r--Microbenchmarks/CPU-DPU/util/upvec-read.pdfbin0 -> 106003 bytes
-rwxr-xr-xMicrobenchmarks/CPU-DPU/util/upvec-transformation-relevance41
-rw-r--r--Microbenchmarks/CPU-DPU/util/upvec-write.tex38
3 files changed, 79 insertions, 0 deletions
diff --git a/Microbenchmarks/CPU-DPU/util/upvec-read.pdf b/Microbenchmarks/CPU-DPU/util/upvec-read.pdf
new file mode 100644
index 0000000..63af6cc
--- /dev/null
+++ b/Microbenchmarks/CPU-DPU/util/upvec-read.pdf
Binary files differ
diff --git a/Microbenchmarks/CPU-DPU/util/upvec-transformation-relevance b/Microbenchmarks/CPU-DPU/util/upvec-transformation-relevance
new file mode 100755
index 0000000..b175b8d
--- /dev/null
+++ b/Microbenchmarks/CPU-DPU/util/upvec-transformation-relevance
@@ -0,0 +1,41 @@
+#!/bin/sh
+
+data=$(mktemp -d)
+
+echo
+echo SDK with transformation
+echo
+
+DFATOOL_ULS_MIN_BOUND=0 DFATOOL_PARAM_RELEVANCE_THRESHOLD=0.9 DFATOOL_ULS_FUNCTIONS=roofline,linear \
+analyze-log.py \
+--filter-param='n_elements_per_dpu=1048576' \
+--ignore-param='n_dpus,n_nops,numa_node_cpu,numa_node_in,numa_node_out,numa_node_rank,n_elements' \
+--filter-observation='NMC-transfer:throughput_dram_mram_Bps,NMC-transfer:throughput_mram_dram_Bps' \
+--normalize-nfp='writeThroughputGBps=throughput_dram_mram_Bps=/1e9;readThroughputGBps=throughput_mram_dram_Bps=/1e9' \
+--export-pgf-unparam ${data}/orig- \
+--cross-validate=kfold:10 --progress \
+--show-model=param --show-model-error --show-model-precision=6 \
+log/tinos/upvec-2025.1.0-orig.txt
+
+echo
+echo SDK without transformation
+echo
+
+DFATOOL_ULS_MIN_BOUND=0 DFATOOL_PARAM_RELEVANCE_THRESHOLD=0.9 DFATOOL_ULS_FUNCTIONS=roofline,linear \
+analyze-log.py \
+--filter-param='n_elements_per_dpu=1048576' \
+--ignore-param='n_dpus,n_nops,numa_node_cpu,numa_node_in,numa_node_out,numa_node_rank,n_elements' \
+--filter-observation='NMC-transfer:throughput_dram_mram_Bps,NMC-transfer:throughput_mram_dram_Bps' \
+--normalize-nfp='writeThroughputGBps=throughput_dram_mram_Bps=/1e9;readThroughputGBps=throughput_mram_dram_Bps=/1e9' \
+--export-pgf-unparam ${data}/notransform- \
+--cross-validate=kfold:10 --progress \
+--show-model=param --show-model-error --show-model-precision=6 \
+log/tinos/upvec-2025.1.0-notransform.txt
+
+for op in read write; do
+ cp util/upvec-${op}.tex ${data}
+ lualatex -output-directory ${data} ${data}/upvec-${op}
+ cp ${data}/upvec-${op}.pdf util
+done
+
+rm -rf ${data}
diff --git a/Microbenchmarks/CPU-DPU/util/upvec-write.tex b/Microbenchmarks/CPU-DPU/util/upvec-write.tex
new file mode 100644
index 0000000..f6d7bf5
--- /dev/null
+++ b/Microbenchmarks/CPU-DPU/util/upvec-write.tex
@@ -0,0 +1,38 @@
+\documentclass{standalone}
+
+\usepackage[T1]{fontenc}
+\usepackage[default]{opensans}
+\usepackage[scaled]{beramono}
+
+\usepackage{tikz}
+\usepackage{pgfplots}
+\pgfplotsset{compat=1.18}
+\usepgfplotslibrary{statistics}
+
+\begin{document}
+ \begin{tikzpicture}
+ \begin{axis}[
+ ylabel={write [GB/s]},
+ xlabel={\# Ranks},
+ x label style={font=\footnotesize, yshift=2mm},
+ y label style={font=\footnotesize},
+ tick label style={/pgf/number format/assume math mode=true},
+ title={Benchmark Data},
+ title style={yshift=-3mm},
+ legend style={font=\footnotesize, legend columns=-1, column sep=1ex},
+ legend pos=south east,
+ legend entries={upstream,,{no transformation},},
+ reverse legend,
+ ymin=0,ymax=14,
+ xmin=0,xmax=41,
+ width=90mm,height=45mm
+ ]
+ \addplot[thick, color=red, domain=1:40] {5.042768 + 0.258673 * min(x, 31.536102)};
+ \addplot[color=red,only marks,mark=*,mark size=0.9,opacity=.05]
+ table[x=n_ranks, y=value] {orig-NMC-transfer-writeThroughputGBps.txt};
+ \addplot[thick, color=blue, domain=1:40] {5.049962 + 0.308594 * min(x, 25.657012)};
+ \addplot[color=blue,only marks,mark=*,mark size=0.9,opacity=.05]
+ table[x=n_ranks, y=value] {notransform-NMC-transfer-writeThroughputGBps.txt};
+ \end{axis}
+ \end{tikzpicture}
+\end{document}