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all_experiments.py
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all_experiments.py
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import subprocess
from multiprocessing import Pool
from pathlib import Path
import os
import argparse
import shutil
import random
import json
parser = argparse.ArgumentParser()
parser.add_argument("--region_size_list", nargs="+", type=int, default=[1000_000_000])
parser.add_argument("--arch", type=str, default="aarch64")
parser.add_argument("--machine_name", type=str, default="saphir")
parser.add_argument("--thread_list", nargs="+", type=int, default=[1, 8])
parser.add_argument("--size_list", nargs="+", type=str, default=["D"])
parser.add_argument("--if_make_source", type=bool, default=False)
parser.add_argument("--if_make_base", type=bool, default=False)
parser.add_argument("--if_make_final", type=bool, default=False)
parser.add_argument("--if_run", type=bool, default=False)
parser.add_argument("--num_run", type=int, default=10)
parser.add_argument("--benchmarks", nargs="+", type=str, default=["bt", "cg", "ep", "ft", "is", "lu", "mg", "sp"])
parser.add_argument("--papi_naive", type=bool, default=False)
parser.add_argument("--time_naive", type=bool, default=False)
parser.add_argument("--profiling", type=bool, default=False)
parser.add_argument("--papi_profiling", type=bool, default=False)
parser.add_argument("--marker_overhead", type=bool, default=False)
parser.add_argument("--papi_measuring", type=bool, default=False)
parser.add_argument("--region_info", type=str, default="")
parser.add_argument("--num_pool", type=int, default=1)
parser.add_argument("--with-llc", type=bool, default=False)
args = parser.parse_args()
def process_this(run_ball):
command = run_ball["cmd"]
env = run_ball["env"]
dir = run_ball["dir"]
if not Path(dir).exists():
Path(dir).mkdir(exist_ok=False)
if "stdout" in run_ball:
stdout_path = run_ball["stdout"]
else:
stdout_path = None
if "stderr" in run_ball:
stderr_path = run_ball["stderr"]
else:
stderr_path = None
if "OMP_NUM_THREADS" in env:
num_threads = env["OMP_NUM_THREADS"]
else:
num_threads = 0
if stdout_path is not None:
with open(stdout_path, "w") as stdout, open(stderr_path, "w") as stderr:
process_code = subprocess.run(command, cwd=dir, env=env, stdout=stdout, stderr=stderr)
print("finished", dir, command, f"{num_threads} threads", process_code)
else:
process_code = subprocess.run(command, cwd=dir, env=env)
print("finished", dir, command, process_code)
return process_code
benchmarks = args.benchmarks
thread_list = args.thread_list
region_size_list = args.region_size_list
arch = args.arch
size_list = args.size_list
num_runs = args.num_run
random.seed(627)
print("all input arguments are", args)
if args.region_info != "":
with open(args.region_info, "r") as f:
region_info = json.load(f)
else:
region_info = {}
workdir = Path().cwd()
default_cmd = ["cset", "proc", "-s", "measurement", "-e"]
must_env = os.environ
must_env["LD_LIBRARY_PATH"] = f"{workdir.as_posix()}/common/{arch}-unknown-linux-gnu"
must_env["LD_LIBRARY_PATH"] += f":{workdir.as_posix()}/common/all_papi/{arch}/lib"
if args.if_make_source:
for bench in benchmarks:
bench_env = must_env.copy()
bench_env["PROGRAM"] = bench
subprocess.run(["make", "clean_all"], cwd=workdir.as_posix(), env=bench_env)
stdout = Path(workdir/f"{bench.upper()}/make_source.log")
stderr = Path(workdir/f"{bench.upper()}/make_source.err")
process_this({
"cmd": ["make", "-B", "all"],
"env": bench_env,
"dir": workdir.as_posix(),
"stdout": stdout.as_posix(),
"stderr": stderr.as_posix()
})
if args.if_make_base:
for bench in benchmarks:
bench_env = must_env.copy()
bench_env["PROGRAM"] = bench
for region_length in region_size_list:
for size in size_list:
for thread in thread_list:
make_ball_env = bench_env.copy()
make_ball_env["SIZE"] = size
make_ball_env["REGION_LENGTH"] = str(region_length)
make_ball_env["TARGET_ARCH"] = arch
make_ball_env["THREAD_SIZE"] = str(thread)
if args.papi_naive:
process_this({
"cmd": ["make", "c_papi_naive"],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/c_papi_naive.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/c_papi_naive.err").as_posix()
})
if args.time_naive:
process_this({
"cmd": ["make", "c_time_naive"],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/c_time_naive.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/c_time_naive.err").as_posix()
})
if args.profiling:
if thread == 1:
process_this({
"cmd": ["make", "single_thread_c_profiling"],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/single_thread_c_profiling.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/single_thread_c_profiling.err").as_posix()
})
else:
process_this({
"cmd": ["make", "c_profiling"],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/c_profiling.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/c_profiling.err").as_posix()
})
if args.papi_profiling:
if thread == 1:
process_this({
"cmd": ["make", "single_thread_c_papi_profiling"],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/single_thread_c_papi_profiling.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/single_thread_c_papi_profiling.err").as_posix()
})
else:
process_this({
"cmd": ["make", "c_papi_profiling"],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/c_papi_profiling.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/c_papi_profiling.err").as_posix()
})
if args.marker_overhead:
for rid in region_info[bench]:
region_env = make_ball_env.copy()
region_env["REGION_ID"] = str(rid)
if thread == 1:
process_this({
"cmd": ["make", "single_thread_c_marker_overhead_measuring"],
"env": region_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/single_thread_c_marker_overhead_measuring.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/single_thread_c_marker_overhead_measuring.err").as_posix()
})
else:
process_this({
"cmd": ["make", "c_marker_overhead_measuring"],
"env": region_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/c_marker_overhead_measuring.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/c_marker_overhead_measuring.err").as_posix()
})
if args.papi_measuring:
for rid in region_info[bench]:
region_env = make_ball_env.copy()
region_env["REGION_ID"] = str(rid)
if thread == 1:
process_this({
"cmd": ["make", "single_thread_c_papi_measuring"],
"env": region_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/single_thread_c_papi_measuring.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/single_thread_c_papi_measuring.err").as_posix()
})
else:
process_this({
"cmd": ["make", "c_papi_measuring"],
"env": region_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/c_papi_measuring.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/c_papi_measuring.err").as_posix()
})
if args.if_make_final:
for bench in benchmarks:
bench_env = must_env.copy()
bench_env["PROGRAM"] = bench
for region_length in region_size_list:
for size in size_list:
for thread in thread_list:
make_ball_env = bench_env.copy()
make_ball_env["SIZE"] = size
make_ball_env["REGION_LENGTH"] = str(region_length)
make_ball_env["TARGET_ARCH"] = arch
make_ball_env["THREAD_SIZE"] = str(thread)
if args.papi_naive:
if args.with_llc:
exp_name = "final_compile_with_llc_c_papi_naive"
else:
exp_name = "final_compile_c_papi_naive"
process_this({
"cmd": ["make", exp_name],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/{exp_name}.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/{exp_name}.err").as_posix()
})
if args.time_naive:
process_this({
"cmd": ["make", "final_compile_c_time_naive"],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/final_compile_c_time_naive.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/final_compile_c_time_naive.err").as_posix()
})
if args.profiling:
if thread == 1:
if args.with_llc:
exp_name = "final_compile_single_thread_with_llc_c_profiling"
else:
exp_name = "final_compile_single_thread_c_profiling"
process_this({
"cmd": ["make", exp_name],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/{exp_name}.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/{exp_name}.err").as_posix()
})
else:
if args.with_llc:
exp_name = "final_compile_with_llc_c_profiling"
else:
exp_name = "final_compile_c_profiling"
process_this({
"cmd": ["make", exp_name],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/{exp_name}.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/{exp_name}.err").as_posix()
})
if args.papi_profiling:
if thread == 1:
if args.with_llc:
exp_name = "final_compile_single_thread_with_llc_c_papi_profiling"
else:
exp_name = "final_compile_single_thread_c_papi_profiling"
process_this({
"cmd": ["make", exp_name],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/{exp_name}.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/{exp_name}.err").as_posix()
})
else:
if args.with_llc:
exp_name = "final_compile_with_llc_c_papi_profiling"
else:
exp_name = "final_compile_c_papi_profiling"
process_this({
"cmd": ["make", exp_name],
"env": make_ball_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/{exp_name}.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/{exp_name}.err").as_posix()
})
if args.marker_overhead:
for rid in region_info[bench]:
region_env = make_ball_env.copy()
region_env["REGION_ID"] = str(rid)
if thread == 1:
process_this({
"cmd": ["make", "final_compile_single_thread_c_marker_overhead_measuring"],
"env": region_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/final_compile_single_thread_c_marker_overhead_measuring.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/final_compile_single_thread_c_marker_overhead_measuring.err").as_posix()
})
else:
process_this({
"cmd": ["make", "final_compile_c_marker_overhead_measuring"],
"env": region_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/final_compile_c_marker_overhead_measuring.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/final_compile_c_marker_overhead_measuring.err").as_posix()
})
if args.papi_measuring:
for rid in region_info[bench]:
region_env = make_ball_env.copy()
region_env["REGION_ID"] = str(rid)
if thread == 1:
if args.with_llc:
exp_name = "final_compile_single_thread_with_llc_c_papi_measuring"
else:
exp_name = "final_compile_single_thread_c_papi_measuring"
else:
if args.with_llc:
exp_name = "final_compile_with_llc_c_papi_measuring"
else:
exp_name = "final_compile_c_papi_measuring"
process_this({
"cmd": ["make", exp_name],
"env": region_env,
"dir": workdir.as_posix(),
"stdout": Path(workdir/f"{bench.upper()}/{exp_name}.log").as_posix(),
"stderr": Path(workdir/f"{bench.upper()}/{exp_name}.err").as_posix()
})
if args.if_run:
runs = []
papi_event = ['PAPI_TOT_CYC', 'PAPI_TOT_INS', 'PAPI_BR_MSP', 'PAPI_L1_DCA', 'PAPI_L2_DCR']
for bench in benchmarks:
bench_env = must_env.copy()
bench_env["PROGRAM"] = bench
for region_length in region_size_list:
for size in size_list:
for thread in thread_list:
run_ball_env = bench_env.copy()
run_ball_env["OMP_NUM_THREADS"] = str(thread)
run_ball_env["PAPI_EVENTS"] = ",".join(papi_event)
for i in range(num_runs):
if args.papi_naive:
run_dir = Path(workdir/f"{bench.upper()}/{size}/c_papi_naive/{arch}")
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = Path(run_dir/f"run_{thread}_{i}").as_posix()
for file in run_dir.glob("*.c_papi_naive"):
run_filename = Path(file).as_posix()
runs.append(
{
"cmd": default_cmd + [f"{run_filename}"],
"env": run_ball_env.copy(),
"dir": run_dir.as_posix(),
"stdout": Path(run_dir/f"run_{thread}_{i}.stdout").as_posix(),
"stderr": Path(run_dir/f"run_{thread}_{i}.stderr").as_posix()
}
)
if args.time_naive:
run_dir = Path(workdir/f"{bench.upper()}/{size}/c_time_naive/{arch}")
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = Path(run_dir/f"run_{thread}_{i}").as_posix()
for file in run_dir.glob("*.c_time_naive"):
run_filename = Path(file).as_posix()
runs.append(
{
"cmd": default_cmd + [f"{run_filename}"],
"env": run_ball_env.copy(),
"dir": run_dir.as_posix(),
"stdout": Path(run_dir/f"run_{thread}_{i}.stdout").as_posix(),
"stderr": Path(run_dir/f"run_{thread}_{i}.stderr").as_posix()
}
)
if args.profiling:
if thread == 1:
run_base_dir = Path(workdir/f"{bench.upper()}/{size}/single_thread_c_profiling/{region_length}/{arch}")
run_dir = Path(run_base_dir/f"run_{thread}_{i}")
if run_dir.exists():
shutil.rmtree(run_dir)
run_dir.mkdir(exist_ok=False)
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = run_dir.as_posix()
for file in run_base_dir.glob("*.single_thread_c_profiling"):
run_filename = Path(file).as_posix()
else:
run_base_dir = Path(workdir/f"{bench.upper()}/{size}/c_profiling/{region_length}/{arch}")
run_dir = Path(run_base_dir/f"run_{thread}_{i}")
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = run_dir.as_posix()
for file in run_base_dir.glob("*.c_profiling"):
run_filename = Path(file).as_posix()
runs.append(
{
"cmd": default_cmd + [f"{run_filename}"],
"env": run_ball_env.copy(),
"dir": run_dir.as_posix(),
"stdout": Path(run_dir/f"run_{thread}_{i}.stdout").as_posix(),
"stderr": Path(run_dir/f"run_{thread}_{i}.stderr").as_posix()
}
)
if args.papi_profiling:
if thread == 1:
run_base_dir = Path(workdir/f"{bench.upper()}/{size}/single_thread_c_papi_profiling/{region_length}/{arch}")
run_dir = Path(run_base_dir/f"run_{thread}_{i}")
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = run_dir.as_posix()
for file in run_base_dir.glob("*.single_thread_c_papi_profiling"):
run_filename = Path(file).as_posix()
else:
run_base_dir = Path(workdir/f"{bench.upper()}/{size}/c_papi_profiling/{region_length}/{arch}")
run_dir = Path(run_base_dir/f"run_{thread}_{i}")
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = run_dir.as_posix()
for file in run_base_dir.glob("*.c_papi_profiling"):
run_filename = Path(file).as_posix()
runs.append(
{
"cmd": default_cmd + [f"{run_filename}"],
"env": run_ball_env.copy(),
"dir": run_dir.as_posix(),
"stdout": Path(run_dir/f"run_{thread}_{i}.stdout").as_posix(),
"stderr": Path(run_dir/f"run_{thread}_{i}.stderr").as_posix()
}
)
if args.marker_overhead:
for rid in region_info[bench]:
if thread == 1:
run_dir = Path(workdir/f"{bench.upper()}/{size}/single_thread_c_marker_overhead_measuring/{thread}/{region_length}/{rid}/{arch}")
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = Path(run_dir/f"run_{thread}_{i}").as_posix()
for file in run_dir.glob("*.single_thread_c_marker_overhead_measuring_start"):
start_filename = Path(file).as_posix()
for file in run_dir.glob("*.single_thread_c_marker_overhead_measuring_end"):
end_filename = Path(file).as_posix()
else:
run_dir = Path(workdir/f"{bench.upper()}/{size}/c_marker_overhead_measuring/{thread}/{region_length}/{rid}/{arch}")
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = Path(run_dir/f"run_{thread}_{i}").as_posix()
for file in run_dir.glob("*.c_marker_overhead_measuring_start"):
start_filename = Path(file).as_posix()
for file in run_dir.glob("*.c_marker_overhead_measuring_end"):
end_filename = Path(file).as_posix()
start_run_ball = run_ball_env.copy()
start_run_ball["PAPI_OUTPUT_DIRECTORY"] += "_start"
end_run_ball = run_ball_env.copy()
end_run_ball["PAPI_OUTPUT_DIRECTORY"] += "_end"
runs.append(
{
"cmd": default_cmd + [f"{start_filename}"],
"env": start_run_ball.copy(),
"dir": run_dir.as_posix(),
"stdout": Path(run_dir/f"run_{thread}_{i}_start.stdout").as_posix(),
"stderr": Path(run_dir/f"run_{thread}_{i}_start.stderr").as_posix()
}
)
runs.append(
{
"cmd": default_cmd + [f"{end_filename}"],
"env": end_run_ball.copy(),
"dir": run_dir.as_posix(),
"stdout": Path(run_dir/f"run_{thread}_{i}_end.stdout").as_posix(),
"stderr": Path(run_dir/f"run_{thread}_{i}_end.stderr").as_posix()
}
)
if args.papi_measuring:
for rid in region_info[bench]:
if thread == 1:
run_dir = Path(workdir/f"{bench.upper()}/{size}/single_thread_c_papi_measuring/{thread}/{region_length}/{rid}/{arch}")
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = Path(run_dir/f"run_{thread}_{i}").as_posix()
for file in run_dir.glob("*.single_thread_c_papi_measuring"):
run_filename = Path(file).as_posix()
else:
run_dir = Path(workdir/f"{bench.upper()}/{size}/c_papi_measuring/{thread}/{region_length}/{rid}/{arch}")
run_ball_env["PAPI_OUTPUT_DIRECTORY"] = Path(run_dir/f"run_{thread}_{i}").as_posix()
for file in run_dir.glob("*.c_papi_measuring"):
run_filename = Path(file).as_posix()
runs.append(
{
"cmd": default_cmd + [f"{run_filename}"],
"env": run_ball_env.copy(),
"dir": run_dir.as_posix(),
"stdout": Path(run_dir/f"run_{thread}_{i}.stdout").as_posix(),
"stderr": Path(run_dir/f"run_{thread}_{i}.stderr").as_posix()
}
)
random.shuffle(runs)
if args.num_pool > 1:
with Pool(args.num_pool) as p:
p.map(process_this, runs)
else:
for run in runs:
process_this(run)
print("All done!")