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StarPilot/tinygrad_repo/test/external/external_benchmark_bert_softmax.py
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github-actions[bot] eefc084302 sunnypilot v2025.12.18-3820
version: sunnypilot v2025.003.000 (dev)
date: 2025-12-18T05:48:43
master commit: 16c052af0835f049a67b80251d8cc1114fc08bb4
2025-12-18 05:48:43 +00:00

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Python

from tinygrad import Tensor, dtypes, Context, GlobalCounters
dtypes.default_float = dtypes.float16
from tinygrad.dtype import to_dtype
from tinygrad.helpers import getenv
from test.test_softmax_fusion import single_kernel_softmax
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()
with Context(DONT_GROUP_REDUCES=1):
single_kernel_softmax(t, -1, acc_dtype).realize()