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# to you under the Apache License, Version 2.0 (the
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#
#   http://www.apache.org/licenses/LICENSE-2.0
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import tvm
from tvm import te


def test_coproc_lift():
    ib = tvm.tir.ir_builder.create()
    n = te.var("n")
    cp = te.thread_axis((0, 1), "cop")
    value = tvm.tir.StringImm("xxx")

    A = ib.allocate("float32", n, name="A", scope="global")
    with ib.for_range(0, n, name="i") as i:
        with ib.for_range(0, 10, name="j") as j:
            ib.scope_attr(cp, "coproc_uop_scope", value)
            A[i] = A[i] + 1
        with ib.if_scope(i.equal(0)):
            with ib.for_range(0, 10, name="j") as j:
                ib.scope_attr(cp, "coproc_uop_scope", value)
                A[j] = A[j] + 2
                A[j] = A[j] + 3
                A[j] = A[j] + 3
    body = ib.get()

    mod = tvm.IRModule.from_expr(tvm.tir.PrimFunc([n], body))
    body = tvm.tir.transform.LiftAttrScope("coproc_uop_scope")(mod)["main"]

    assert body.body.body.node == cp

    # only able to lift to the common pattern of the last two fors.
    ib = tvm.tir.ir_builder.create()
    A = ib.allocate("float32", n, name="A", scope="global")
    with ib.for_range(0, n, name="i") as i:
        with ib.for_range(0, 10, name="j") as j:
            A[j] = A[j] + 1
        with ib.for_range(0, 10, name="j") as j:
            ib.scope_attr(cp, "coproc_uop_scope", value)
            A[i] = A[i] + 1
        with ib.for_range(0, 10, name="j") as j:
            ib.scope_attr(cp, "coproc_uop_scope", value)
            A[i] = A[i] + 2

    body = ib.get()

    mod = tvm.IRModule.from_expr(tvm.tir.PrimFunc([n], body))
    body = tvm.tir.transform.LiftAttrScope("coproc_uop_scope")(mod)["main"]

    assert body.body.body.body[1].node == cp
    assert len(body.body.body.body) == 2


if __name__ == "__main__":
    test_coproc_lift()
