tests/python/tirx-transform/test_tir_transform_remove_assume.py

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import tvm
import tvm.testing
from tvm.script import ir as I
from tvm.script import tirx as T


def test_remove_assume():
    """Remove any instance of T.assume"""

    @I.ir_module
    class Before:
        @T.prim_func
        def main(A: T.Buffer(1, "int32")):
            T.evaluate(T.assume(A[0] == 5))
            A[0] = 10

    @I.ir_module
    class Expected:
        @T.prim_func
        def main(A: T.Buffer(1, "int32")):
            A[0] = 10

    After = tvm.tirx.transform.RemoveAssume()(Before)
    tvm.ir.assert_structural_equal(After, Expected)


def test_remove_assume_loop():
    """Loops containing only T.assume should be removed"""

    @I.ir_module
    class Before:
        @T.prim_func
        def main(A: T.Buffer(16, "int32")):
            for i in T.serial(16):
                T.evaluate(T.assume(A[i] == 0))

            for i in T.serial(16):
                A[i] = 10

    @I.ir_module
    class Expected:
        @T.prim_func
        def main(A: T.Buffer(16, "int32")):
            for i in T.serial(16):
                A[i] = 10

    After = tvm.tirx.transform.RemoveAssume()(Before)
    tvm.ir.assert_structural_equal(After, Expected)


if __name__ == "__main__":
    tvm.testing.main()