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StarPilot/tinygrad_repo/test/external/external_benchmark_bert_softmax.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

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Python

from tinygrad import Tensor, dtypes, GlobalCounters
from tinygrad.dtype import to_dtype
from tinygrad.helpers import getenv, Context
from test.backend.test_softmax_fusion import single_kernel_softmax
Context(DEFAULT_FLOAT=dtypes.float16).__enter__()
if __name__ == "__main__":
# softmax in bert layers
BS = getenv("BS", 96//6)
acc_dtype = to_dtype(getenv("ACC_DTYPE", "half"))
t = Tensor.empty(BS, 16, 512, 512)
t.softmax(-1, dtype="half").realize()
# test single kernel softmax
GlobalCounters.reset()
single_kernel_softmax(t, -1, acc_dtype).realize()