ampere_research/pytorch/pytorch-altra.py

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2024-11-28 00:04:57 -05:00
#! /bin/python3
import argparse
import os
import subprocess, signal
import json
parser = argparse.ArgumentParser()
parser.add_argument('output_dir')
parser.add_argument('baseline_time_s')
parser.add_argument('baseline_delay_s')
parser.add_argument('matrix_file')
parser.add_argument('iterations')
parser.add_argument('-d', '--debug', action='store_true')
args = parser.parse_args()
result = dict()
#baseline = subprocess.run(
# ['./power.sh', args.baseline_time_s],
# stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True)
#print(baseline)
#for line in baseline.stdout.split('\n'):
# print("line")
# print(line)
power_process = subprocess.Popen(['./power.py', '-s', args.baseline_time_s],
stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, text=True)
result['power_before'] = power_process.communicate()[0].strip().split('\n')
if args.debug:
print(result)
power_process = subprocess.Popen(['./power.py'],
stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, text=True)
# do thing
main_process = subprocess.run(
['apptainer', 'run', 'pytorch-altra.sif', '-c',
f'numactl --cpunodebind=0 --membind=0 python spmv.py {args.matrix_file} {args.iterations}'
],
stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
out = main_process.stdout
err = main_process.stderr
print(out)
print(err)
power_process.send_signal(signal.SIGINT)
result['power'] = power_process.communicate()[0].strip().split('\n')
if args.debug:
print(result)
import time
time.sleep(args.baseline_delay_s)
power_process = subprocess.Popen(['./power.py', '-s', args.baseline_time_s],
stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, text=True)
result['power_after'] = power_process.communicate()[0].strip().split('\n')
if args.debug:
print(result)
#os.path.basename(args.matrix_file)
#subprocess.run(
# ['apptainer', 'run', 'pytorch-altra.sif', '-c',
# f'"numactl --cpunodebind=0 --membind=0 python spmv.py {args.matrix_file} {args.iterations}"'
# ],
# stdout=subprocess.PIPE, stderr=subprocess.STDOUT, text=True)