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LLM: add the comparison between latest arc perf test and last one #9296

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Nov 1, 2023
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LLM: add the comparison between latest arc perf test and last one #9296

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744a70c
add the comparison between latest test and last one to html
WeiguangHan Oct 30, 2023
458445b
resolve some comments
WeiguangHan Oct 31, 2023
408e341
modify some code logics
WeiguangHan Oct 31, 2023
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4 changes: 2 additions & 2 deletions .github/workflows/llm_performance_tests.yml
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Expand Up @@ -131,6 +131,6 @@ jobs:
export https_proxy=${HTTPS_PROXY}
python run.py
curl -T ./*.csv ${LLM_FTP_URL}/llm/ggml-actions/perf/
cp ./*.csv /mnt/disk1/nightly_perf/
cd ../../../test/benchmark
python csv_to_html.py -f ../../dev/benchmark/all-in-one
cp ./*.html /mnt/disk1/nightly_perf/
python csv_to_html.py -f /mnt/disk1/nightly_perf/
25 changes: 23 additions & 2 deletions python/llm/test/benchmark/csv_to_html.py
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Expand Up @@ -24,16 +24,37 @@
def main():
parser = argparse.ArgumentParser(description="convert .csv file to .html file")
parser.add_argument("-f", "--folder_path", type=str, dest="folder_path",
help="The directory which stores the .csv file", default="../../dev/benchmark/all-in-one")
help="The directory which stores the .csv file", default="/mnt/disk1/nightly_perf/")
args = parser.parse_args()

csv_files = []
for file_name in os.listdir(args.folder_path):
file_path = os.path.join(args.folder_path, file_name)
if os.path.isfile(file_path) and file_name.endswith(".csv"):
csv_files.append(file_path)
csv_files.sort(reverse=True)

a = pd.read_csv(csv_files[0], index_col=0).to_html(csv_files[0].split("/")[-1].split(".")[0]+".html")
if len(csv_files)<=1:
pd.read_csv(csv_files[0], index_col=0).to_html(csv_files[0].split("/")[-1].split(".")[0]+".html")
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else:
data1 = pd.read_csv(csv_files[0], index_col=0)
data2 = pd.read_csv(csv_files[1], index_col=0)

origin_column_1='1st token avg latency (ms)'
origin_column_2='2+ avg latency (ms/token)'

added_column_1='last1'
added_column_2='diff1(%)'

added_column_3='last2'
added_column_4='diff2(%)'

data1.insert(loc=3,column=added_column_1,value=data2[origin_column_1])
data1.insert(loc=4,column=added_column_2,value=round((data2[origin_column_1]-data1[origin_column_1])*100/data2[origin_column_1],2))
data1.insert(loc=5,column=added_column_3,value=data2[origin_column_2])
data1.insert(loc=6,column=added_column_4,value=round((data2[origin_column_2]-data1[origin_column_2])*100/data2[origin_column_2],2))
daily_html=csv_files[0].split(".")[0]+".html"
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data1.to_html(daily_html)

if __name__ == "__main__":
sys.exit(main())
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