Files
clearpilot/selfdrive/modeld/tests/timing/benchmark.py
Your Name c22b4866eb wip
2024-04-27 03:27:27 -05:00

40 lines
1012 B
Python

#!/usr/bin/env python3
# type: ignore
import os
import time
import numpy as np
import cereal.messaging as messaging
from openpilot.selfdrive.manager.process_config import managed_processes
N = int(os.getenv("N", "5"))
TIME = int(os.getenv("TIME", "30"))
if __name__ == "__main__":
sock = messaging.sub_sock('modelV2', conflate=False, timeout=1000)
execution_times = []
for _ in range(N):
os.environ['LOGPRINT'] = 'debug'
managed_processes['modeld'].start()
time.sleep(5)
t = []
start = time.monotonic()
while time.monotonic() - start < TIME:
msgs = messaging.drain_sock(sock, wait_for_one=True)
for m in msgs:
t.append(m.modelV2.modelExecutionTime)
execution_times.append(np.array(t[10:]) * 1000)
managed_processes['modeld'].stop()
print("\n\n")
print(f"ran modeld {N} times for {TIME}s each")
for _, t in enumerate(execution_times):
print(f"\tavg: {sum(t)/len(t):0.2f}ms, min: {min(t):0.2f}ms, max: {max(t):0.2f}ms")
print("\n\n")