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StarPilot/tinygrad_repo/test/external/external_benchmark_kernel_launch.py
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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

39 lines
1.2 KiB
Python

import time
from tinygrad import Tensor, TinyJit, Device, Context
from tinygrad.helpers import Profiling, Timing, GlobalCounters
# python3 test/speed/external_test_speed_v_torch.py TestSpeed.test_add_a
@TinyJit
def plus(a:Tensor, b:Tensor): return a+b
if __name__ == "__main__":
a = Tensor([1]).realize()
b = Tensor([1]).realize()
for i in range(5):
with Timing(prefix=f"{i}:"):
c = plus(a,b)
Device[c.device].synchronize()
assert c.item() == 2
for i in range(5):
st = time.perf_counter()
c = plus(a,b)
et = time.perf_counter() - st
Device[c.device].synchronize()
print(f"nosync {i}: {et*1e6:.2f} us")
for i in range(5):
st = time.perf_counter()
c = plus(a,b)
Device[c.device].synchronize()
et = time.perf_counter() - st
print(f"precise {i}: {et*1e6:.2f} us")
assert GlobalCounters.time_sum_s == 0
with Context(DEBUG=2):
st = time.perf_counter()
c = plus(a,b)
Device[c.device].synchronize()
et = time.perf_counter() - st
print(f"kernel {GlobalCounters.time_sum_s*1e3:.2f} ms / full {et*1e3:.2f} ms -- {et/(GlobalCounters.time_sum_s+1e-12):.2f} x")
with Profiling():
c = plus(a,b)