ayo/ipex-llm
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LLM: add the comparison between latest arc perf test and last one (#9296)

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* add the comparison between latest test and last one to html

* resolve some comments

* modify some code logics
This commit is contained in:
WeiguangHan 2023-11-01 09:53:02 +08:00 committed by GitHub
parent 96f8158fe2
commit 03aa368776
2 changed files with 24 additions and 4 deletions
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4
.github/workflows/llm_performance_tests.yml vendored
View file

@ -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/

24
python/llm/test/benchmark/csv_to_html.py
View file

@ -24,7 +24,7 @@ import pandas as pd
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 = []
@ -32,8 +32,28 @@ def main():
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")
data1 = pd.read_csv(csv_files[0], index_col=0)
if len(csv_files)>1:
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"
data1.to_html(daily_html)
if __name__ == "__main__":
sys.exit(main())