Files
StarPilot/tinygrad_repo/test/external/external_fuzz_sdma_warm_start.py
T
firestar5683 22a8575199 Vendor dependencies and resources for standalone builds
Keep official openpilot ancestry and dependency licenses. Store resources directly in Git, remove LFS setup requirements, and leave the downloadable big model outside the source tree.
2026-10-03 21:01:18 +00:00

56 lines
1.8 KiB
Python

import subprocess, sys, os, random
CHILD_SCRIPT = """
import os, random
import numpy as np
from tinygrad import Tensor, Device
from tinygrad.runtime.ops_amd import AMDDevice
dev = Device["AMD"]
for i in range({N}):
sz = random.randint(1, {MAX_SZ})
data = np.random.randint(0, 256, sz, dtype=np.uint8)
t = Tensor(data, device="AMD").contiguous().realize()
dev.synchronize()
result = t.numpy()
assert (result == data).all(), f"Data mismatch at iter {{i}}"
""".strip()
def run_child(n_ops, max_sz, timeout):
env = os.environ.copy()
env.setdefault("SDMA_RING_SIZE", "4096")
script = CHILD_SCRIPT.format(N=n_ops, MAX_SZ=max_sz)
p = subprocess.Popen([sys.executable, "-c", script], stdout=subprocess.PIPE, stderr=subprocess.PIPE, env=env)
try:
_, stderr = p.communicate(timeout=timeout)
return ("ok" if p.returncode == 0 else "fail"), stderr.decode(errors='replace')
except subprocess.TimeoutExpired:
p.kill()
p.communicate()
return "timeout", "TIMEOUT: SDMA ring likely stuck"
if __name__ == "__main__":
n_iters = int(os.environ.get("FUZZ_ITERS", "10000"))
timeout = int(os.environ.get("FUZZ_TIMEOUT", "10"))
max_sz = int(os.environ.get("FUZZ_MAX_SZ", "65536"))
timeouts = 0
failures = 0
for i in range(n_iters):
# Run child with many ops to stress the small sdma ring buffer across warm starts
n_ops = random.randint(20, 100)
status, stderr = run_child(n_ops=n_ops, max_sz=max_sz, timeout=timeout)
if status == "timeout":
timeouts += 1
print(f"\tstderr: {stderr[:500]}")
elif status == "fail":
failures += 1
print(f"\tstderr: {stderr[:500]}")
else:
print(f"iter {i}: ok (n_ops={n_ops})")
print(f"\n=== Results: {n_iters} iterations, {timeouts} timeouts, {failures} failures ===")