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StarPilot/tinygrad_repo/test/test_opts.py
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Vehicle Researcher 33d5cfc393 openpilot v0.10.3 release
date: 2025-12-18T23:23:16
master commit: 3cdee7b54718ee14bd85befd6c5bad3d699c5479
2025-12-18 23:23:21 -08:00

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Python

import unittest
from tinygrad import Tensor, Device
from tinygrad.helpers import CPU_LLVM, CPU_LVP
from tinygrad.codegen.opt import Opt, OptOps
from tinygrad.engine.realize import get_program
class TestOpts(unittest.TestCase):
def test_opt_upcast(self):
opts = (Opt(OptOps.UPCAST, 0, 4),)
a = Tensor.empty(16)
b = Tensor.empty(16)
out = (a+b).contiguous(arg=opts)
s = out.schedule()
self.assertEqual(s[-1].ast.arg.opts_to_apply, opts)
if Device.DEFAULT in {"CPU", "CL", "METAL"} and not CPU_LLVM and not CPU_LVP:
prg = get_program(s[-1].ast)
self.assertIn('float4', prg.src)
if __name__ == '__main__':
unittest.main()