model packaging/uploading

models/scripts/convert.sh

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+#!/usr/bin/env bash
+
+for i in */models_eynollah/*;do
+	rslv=$(readlink $i|sed 's,models_eynollah,reloaded/models_eynollah,');
+	ln -srf $rslv $i;
+done

models/scripts/plot.py

@@ -0,0 +1,62 @@
+import os
+import sys
+import more_itertools
+import numpy as np
+import argparse
+
+parser = argparse.ArgumentParser(
+                    prog='plot',
+                    description='Print metrics',
+                    epilog='...')
+parser.add_argument('stem1', default='nohup.out.eynollah-206-noautosize-keepseps-refactoring9-crop-after2')
+parser.add_argument('stem2', default='eval-gt2-onlyfg-pixel-f1-v0.5-206-noautosize-keepseps-refactoring9-crop-after2')
+
+def main():
+    args = parser.parse_args()
+
+    prefix = os.path.dirname(sys.argv[0])
+    files = [path for path in os.listdir(prefix)
+             if path.startswith(args.stem1)
+             and path.endswith('.txt')]
+
+    for path in files:
+        name = path[len(args.stem1):]
+        metric = name.split('.')[-2]
+        series = name[:-(len(metric) + 5)]
+        path = os.path.join(prefix, path)
+
+        if metric == 'peak-vram':
+            cat, peak = np.loadtxt(path, unpack=True, dtype=np.dtype([("category", "U15"), ("peak", float)]))
+            peak //= 1024
+            peak //= 1024
+            print(metric, f"{series: <52}", dict(zip(cat.tolist(), peak.tolist())))
+        else:
+            val = np.loadtxt(path)
+            print(metric, f"{series: <52}", {'µ': float(np.round(np.mean(val), 2)),
+                                             'M': float(np.round(np.median(val), 2)),
+                                             'min': float(np.min(val)),
+                                             'max': float(np.max(val))})
+
+
+    files = [path for path in os.listdir(prefix)
+             if path.startswith(args.stem2)
+             and path.endswith('.log')]
+
+
+    for path in files:
+        name = path[len(args.stem2):]
+        series = name[:-4]
+        path = os.path.join(prefix, path)
+        with open(path, 'r') as fd:
+            lines = fd.readlines()
+        result_v0_5 = {}
+        result_v206 = {}
+        for metric, v0_5, v206 in more_itertools.chunked(lines, n=3, strict=True):
+            metric = metric[len(prefix) + 1:-1]
+            result_v0_5[metric] = float(np.round(float(v0_5.strip()), 3))
+            result_v206[metric] = float(np.round(float(v206.strip()), 3))
+        print("pixel-f1", f"{series: <52}", result_v206)
+
+    print("pixel-f1", "v0.5                                       ", result_v0_5)
+
+

models/scripts/run.sh

@@ -0,0 +1,34 @@
+for variant in reloaded.*; do
+
+for dir in Korrigierte_Layout_GT/*/; do test $dir = ${dir/.} || continue; out=${dir%/}.eynollah-206-noautosize; mkdir -p $out; nohup /usr/bin
+/time eynollah  -D GPU0 -m $variant layout --dir_in $dir -o
+ $out -fl -H 1 -O || break; done
+
+logfile=Korrigierte_Layout_GT/nohup.out.eynollah-206-noautosize-$variant
+
+mv nohup.out $logfile
+
+fgrep peaked $logfile | sort -u | cut -d\  -f2,5 > $logfile.peak-vram.txt
+fgrep initialization $logfile | sed "s/^.* (\([0-9.]*\)s)/\1/" > $logfile.secs-init.txt
+fgrep "Job done in" $logfile | sed "s/^.* //;s/s$//" > $logfile.secs-jobs.txt
+fgrep %CPU $logfile | sed "s/^.* \([0-9]*\)%CPU.*/\1/" > $logfile.prct-cpu.txt
+
+for dir in Korrigierte_Layout_GT/*.eynollah*/; do
+	test $dir = ${dir/-eval} || continue;
+	test $dir != ${dir/eynollah-206} || continue;
+	mets=${dir%.eynollah*}.mets.xml;
+	dir=$(basename $dir);
+	gt=${dir%.eynollah*}.gt2;
+	echo $mets: $dir;
+	ocrd-segment-evaluate -m $mets -I $gt,$dir -O $dir-eval,$dir-eval2 -P level-of-operation region -P ignore-subtype true -P only-fg true --overwrite;
+done
+
+for mets in Korrigierte_Layout_GT/*.mets.xml; do dir=${mets%.mets.xml}; echo $dir; jq '."by-category".TextRegion."pixel-f1".avg' $dir.eynollah-v0.5-eval/*.json $dir.eynollah-206-noautosize-eval/*.json; done > Korrigierte_Layout_GT/eval-gt2-onlyfg-pixel-f1-v0.5-206-noautosize-$variant.log
+
+
+done
+
+
+
+python Korrigierte_Layout_GT/plot.py | sort -V
+

models/scripts/zenodo_upload.sh

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+#!/bin/bash
+#
+# Upload big files to Zenodo.
+#
+# usage: ./zenodo_upload.sh [deposition id] [filename] [--verbose|-v]
+#
+# Taken from https://github.com/jhpoelen/zenodo-upload
+# 
+# Copyright (c) 2019 Jorrit Poelen
+# 
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+# 
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+# 
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+#
+
+set -xe
+
+VERBOSE=0
+if [ "$3" == "--verbose" ] || [ "$3" == "-v" ]; then
+    VERBOSE=1
+fi
+
+# strip deposition url prefix if provided; see https://github.com/jhpoelen/zenodo-upload/issues/2#issuecomment-797657717
+DEPOSITION=$( echo $1 | sed 's+^http[s]*://zenodo.org/deposit/++g' )
+FILEPATH="$2"
+FILENAME=$(echo $FILEPATH | sed 's+.*/++g')
+FILENAME=${FILENAME// /%20}
+ZENODO_ENDPOINT=${ZENODO_ENDPOINT:-https://zenodo.org}
+
+BUCKET=$(curl ${ZENODO_ENDPOINT}/api/deposit/depositions/"$DEPOSITION"?access_token="$ZENODO_TOKEN" | jq --raw-output .links.bucket)
+
+if [ "$VERBOSE" -eq 1 ]; then
+    echo "Deposition ID: $DEPOSITION"
+    echo "File path: $FILEPATH"
+    echo "File name: $FILENAME"
+    echo "Bucket URL: $BUCKET"
+    echo "Uploading file..."
+fi
+
+curl --progress-bar \
+    --retry 5 \
+    --retry-delay 5 \
+    -o /dev/null \
+    --upload-file "$FILEPATH" \
+    $BUCKET/"$FILENAME"?access_token="$ZENODO_TOKEN"