Files
tinygrad/test/external/fuzz_fast_idiv.py
George Hotz d2521d828a transcendental+idiv+threefry are uop decompositions (#11636)
* transcendental+idiv+threefry are uop decompositions [pr]

* threefry decomp

* fix randomness tests

* fix webgpu

* unneeded now

* fix

* move prematcher

* all cast should probably be cast_vec
2025-08-13 09:37:12 -07:00

27 lines
960 B
Python

import random
import z3
from tinygrad import dtypes
from tinygrad.uop.spec import z3_renderer, z3_cdiv
from tinygrad.uop.ops import UOp, graph_rewrite
from tinygrad.uop.decompositions import fast_idiv
random.seed(42)
powers_of_two = [2**i for i in range(64)]
if __name__ == "__main__":
for i in range(10_000):
if i % 1000 == 0:
print(f"Progress: {i}")
dt = random.choice(dtypes.ints)
u = UOp.variable('x', random.randint(dt.min, 0), random.randint(1, dt.max), dtype=dt)
d = random.randint(1, max(1, u.arg[2]))
if d in powers_of_two: continue
expr = fast_idiv(None, u, d)
if expr is None: continue
solver = z3.Solver()
z3_sink = graph_rewrite(expr.sink(u), z3_renderer, ctx=(solver, {}))
z3_expr, x = z3_sink.src[0].arg, z3_sink.src[1].arg
if solver.check(z3_expr != z3_cdiv(x, d)) == z3.sat:
assert False, f"Failed: {expr.render()} != x//{d} at x={solver.model()}\nx={u}\nd={d}\n{z3_expr=}\n{x/d=}"