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sunnypilot/tinygrad_repo/test/external/external_jit_failure.py
github-actions[bot] 0e51ecbb7e sunnypilot v2026.09.09-4864
version: sunnypilot v2026.003.000 (dev)
date: 2026-09-09T15:43:49
master commit: b255314f5a
2026-09-09 15:43:49 +00:00

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Python

from tinygrad import Tensor, TinyJit, Device
import numpy as np
GPUS = 4
N = 128
ds = tuple([Device.canonicalize(f"{Device.DEFAULT}:{i}") for i in range(GPUS)])
t = Tensor.rand(N, N, N).shard(ds, 0)
n = t.numpy()
@TinyJit
def allreduce(t:Tensor) -> Tensor:
return t.sum(0) #.realize()
for i in range(10):
print(i)
tn = allreduce(t).numpy()
np.testing.assert_allclose(tn, n.sum(0), atol=1e-4, rtol=1e-4)