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1.86 kB
| # Usage parse_log.sh caffe.log | |
| # It creates the following two text files, each containing a table: | |
| # caffe.log.test (columns: '#Iters Seconds TestAccuracy TestLoss') | |
| # caffe.log.train (columns: '#Iters Seconds TrainingLoss LearningRate') | |
| # get the dirname of the script | |
| DIR="$( cd "$(dirname "$0")" ; pwd -P )" | |
| if [ "$#" -lt 1 ] | |
| then | |
| echo "Usage parse_log.sh /path/to/your.log" | |
| exit | |
| fi | |
| LOG=`basename $1` | |
| sed -n '/Iteration .* Testing net/,/Iteration *. loss/p' $1 > aux.txt | |
| sed -i '/Waiting for data/d' aux.txt | |
| sed -i '/prefetch queue empty/d' aux.txt | |
| sed -i '/Iteration .* loss/d' aux.txt | |
| sed -i '/Iteration .* lr/d' aux.txt | |
| sed -i '/Train net/d' aux.txt | |
| grep 'Iteration ' aux.txt | sed 's/.*Iteration \([[:digit:]]*\).*/\1/g' > aux0.txt | |
| grep 'Test net output #0' aux.txt | awk '{print $11}' > aux1.txt | |
| grep 'Test net output #1' aux.txt | awk '{print $11}' > aux2.txt | |
| # Extracting elapsed seconds | |
| # For extraction of time since this line contains the start time | |
| grep '] Solving ' $1 > aux3.txt | |
| grep 'Testing net' $1 >> aux3.txt | |
| $DIR/extract_seconds.py aux3.txt aux4.txt | |
| # Generating | |
| echo '#Iters Seconds TestAccuracy TestLoss'> $LOG.test | |
| paste aux0.txt aux4.txt aux1.txt aux2.txt | column -t >> $LOG.test | |
| rm aux.txt aux0.txt aux1.txt aux2.txt aux3.txt aux4.txt | |
| # For extraction of time since this line contains the start time | |
| grep '] Solving ' $1 > aux.txt | |
| grep ', loss = ' $1 >> aux.txt | |
| grep 'Iteration ' aux.txt | sed 's/.*Iteration \([[:digit:]]*\).*/\1/g' > aux0.txt | |
| grep ', loss = ' $1 | awk -F = '{print $2}' > aux1.txt | |
| grep ', lr = ' $1 | awk '{print $9}' > aux2.txt | |
| # Extracting elapsed seconds | |
| $DIR/extract_seconds.py aux.txt aux3.txt | |
| # Generating | |
| echo '#Iters Seconds TrainingLoss LearningRate'> $LOG.train | |
| paste aux0.txt aux3.txt aux1.txt aux2.txt | column -t >> $LOG.train | |
| rm aux.txt aux0.txt aux1.txt aux2.txt aux3.txt | |