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perf: add autorun script for nemu to run checkpoints
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#! /usr/bin/env python3 | ||
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import argparse | ||
import csv | ||
import enum | ||
import json | ||
import os | ||
import subprocess | ||
import time | ||
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class GCPT(object): | ||
def __init__(self, base_path, benchspec, point, weight): | ||
self.base_path = base_path | ||
self.benchspec = benchspec | ||
self.point = point | ||
self.weight = weight | ||
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def get_path(self): | ||
dir_name = self.__str__() | ||
bin_dir = os.path.join(self.base_path, dir_name, "0") | ||
bin_file = list(os.listdir(bin_dir)) | ||
assert(len(bin_file) == 1) | ||
bin_path = os.path.join(bin_dir, bin_file[0]) | ||
assert(os.path.isfile(bin_path)) | ||
return bin_path | ||
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def __str__(self): | ||
return "_".join([self.benchspec, self.point, str(self.weight)]) | ||
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def load_all_gcpt(gcpt_path, json_path): | ||
all_gcpt = [] | ||
with open(json_path) as f: | ||
data = json.load(f) | ||
for benchspec in data: | ||
for point in data[benchspec]: | ||
weight = data[benchspec][point] | ||
gcpt = GCPT(gcpt_path, benchspec, point, weight) | ||
all_gcpt.append(gcpt) | ||
return all_gcpt | ||
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def parse_stdout(bytes): | ||
out = bytes.decode("utf-8") | ||
out = list(filter(lambda x: x.startswith("[PERF] "), out.split("\n"))) | ||
counters = map(lambda x: x.replace("[PERF] ", "").split(",")[0], out) | ||
values = map(lambda x: int(x.replace("[PERF] ", "").split(",")[1]), out) | ||
return list(counters), list(values) | ||
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def nemu_run(workloads, nemu_path, output_file, max_instr): | ||
counters, values = ["workload"], [] | ||
nemu_path = os.path.join(nemu_path, "build/riscv64-nemu-interpreter") | ||
base_arguments = [nemu_path, '-b', '-I', str(max_instr)] | ||
max_pending_proc = 128 | ||
pending_proc = [] | ||
error_proc = [] | ||
try: | ||
while len(workloads) > 0 or len(pending_proc) > 0: | ||
has_pending_workload = len(workloads) > 0 and len(pending_proc) >= max_pending_proc | ||
has_pending_proc = len(pending_proc) > 0 | ||
if has_pending_workload or has_pending_proc: | ||
finished_proc = list(filter(lambda p: p[1].poll() is not None, pending_proc)) | ||
for workload, proc in finished_proc: | ||
pending_proc.remove((workload, proc)) | ||
if proc.returncode < 0: | ||
print(f"[ERROR] {workload} exits with code {proc.returncode}") | ||
error_proc.append(workload) | ||
continue | ||
outs, _ = proc.communicate() | ||
c, v = parse_stdout(outs) | ||
print(workload, c, v) | ||
if len(counters) == 1: | ||
counters += c | ||
assert(c == counters[1:]) | ||
values.append([workload] + v) | ||
if len(finished_proc) == 0: | ||
time.sleep(1) | ||
can_launch = max_pending_proc - len(pending_proc) | ||
for workload in workloads[:can_launch]: | ||
if len(pending_proc) < max_pending_proc: | ||
workload_path = workload.get_path() | ||
cmd = " ".join(base_arguments + [workload_path]) | ||
print(f"cmd: {cmd}") | ||
proc = subprocess.Popen(base_arguments + [workload_path], stdout=subprocess.PIPE) | ||
pending_proc.append((workload, proc)) | ||
workloads = workloads[can_launch:] | ||
except KeyboardInterrupt: | ||
print("Interrupted. Exiting all programs ...") | ||
print("Not finished:") | ||
for i, (workload, proc) in enumerate(pending_proc): | ||
proc.terminate() | ||
print(f" ({i + 1}) {workload}") | ||
print("Not started:") | ||
for i, workload in enumerate(workloads): | ||
print(f" ({i + 1}) {workload}") | ||
with open(output_file, "w") as f: | ||
writer = csv.writer(f, delimiter=",") | ||
writer.writerow(counters) | ||
writer.writerows(values) | ||
if len(error_proc) > 0: | ||
print("Errors:") | ||
for i, workload in enumerate(error_proc): | ||
print(f" ({i + 1}) {workload}") | ||
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if __name__ == "__main__": | ||
parser = argparse.ArgumentParser(description="autorun script for nemu") | ||
parser.add_argument('gcpt_path', metavar='gcpt_path', type=str, | ||
help='path to gcpt checkpoints') | ||
parser.add_argument('json_path', metavar='json_path', type=str, | ||
help='path to gcpt json') | ||
parser.add_argument('--nemu', default="/home/xyn/tools/NEMU", help='path to nemu') | ||
parser.add_argument('--max-instr', '-I', default=100000000, help="max instr counter") | ||
parser.add_argument('--output', '-o', default="nemu.csv", help='output file') | ||
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args = parser.parse_args() | ||
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gcpt = load_all_gcpt(args.gcpt_path, args.json_path) | ||
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nemu_run(gcpt, args.nemu, args.output, args.max_instr) | ||
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