tests/python/tir-transform/test_tir_transform_remove_undef.py

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import tvm
import tvm.testing
from tvm.script import tir as T
from tvm import TVMError


class BaseBeforeAfter(tvm.testing.CompareBeforeAfter):
    @tvm.testing.fixture
    def transform(self):
        return tvm.tir.transform.RemoveStoreUndef()


class TestRemoveStoreUndef(BaseBeforeAfter):
    """Remove a store whose value is T.undef()"""

    def before(A: T.Buffer(1, "int32")):
        A[0] = T.undef(dtype="int32")

    def expected(A: T.Buffer(1, "int32")):
        T.evaluate(0)


class TestRemoveStoreUndefExpression(BaseBeforeAfter):
    """Expressions containing T.undef() are removed"""

    def before(A: T.Buffer(1, "int32")):
        A[0] = 1 + T.undef(dtype="int32")

    def expected(A: T.Buffer(1, "int32")):
        T.evaluate(0)


class TestKeepOtherCallNodes(BaseBeforeAfter):
    """Expressions containing other CallNodes are not removed"""

    def before(A: T.Buffer(1, "int32"), n: T.int32):
        A[0] = T.shift_left(n, 1, dtype="int32")

    expected = before


class TestRemoveLetUndef(BaseBeforeAfter):
    """Remove a store whose value is bound to T.undef()"""

    def before(A: T.Buffer(1, "int32")):
        val = T.undef(dtype="int32")
        A[0] = val

    def expected(A: T.Buffer(1, "int32")):
        T.evaluate(0)


class TestRaiseErrorForUndefAsStoreIndices(BaseBeforeAfter):
    """Use of T.undef() as buffer indices is an error"""

    def before(A: T.Buffer(1, "int32")):
        val = T.undef(dtype="int32")
        A[val] = 5

    expected = TVMError


class TestRaiseErrorForUndefAsLoadIndices(BaseBeforeAfter):
    """Use of T.undef() as buffer indices is an error

    Even though this occurs as part of the BufferStore's value, the
    T.undef() may not appear in a buffer's indices.
    """

    def before(A: T.Buffer(1, "int32"), B: T.Buffer(1, "int32")):
        B[0] = A[T.undef(dtype="int32")]

    expected = TVMError


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