openpilot/selfdrive/modeld/test/timing/benchmark.py

38 lines
986 B
Python
Executable File

#!/usr/bin/env python3
import os
import time
import numpy as np
import cereal.messaging as messaging
from 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 n, 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")