test_pass_basic.py 1.01 KB
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import tvm

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def test_simplify():
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  x = tvm.var('x')
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  e1 = tvm.ir_pass.Simplify(x + 2 + 1)
  assert(tvm.ir_pass.Equal(e1, x + 3))
  e2 = tvm.ir_pass.Simplify(x * 3 + 5 * x)
  assert(tvm.ir_pass.Equal(e2, x * 8))
  e3 = tvm.ir_pass.Simplify(x - x / 3 * 3)
  assert(tvm.ir_pass.Equal(e3, tvm.make.Mod(x, 3)))
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  let = tvm.make.Let(x, 1, x + 3)
  e4 = tvm.ir_pass.Simplify(let)
  assert(tvm.ir_pass.Equal(e4, 4))
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def test_verify_ssa():
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    x = tvm.var('x')
    y = tvm.var()
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    z = tvm.make.Evaluate(x + y)
    assert(tvm.ir_pass.VerifySSA(z))


def test_convert_ssa():
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    x = tvm.var('x')
    y = tvm.var()
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    let1 = tvm.make.Let(x, 1, x + 1)
    let2 = tvm.make.Let(x, 1, x + y)
    z = tvm.make.Evaluate(let1 + let2)
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    assert(not tvm.ir_pass.VerifySSA(z))
    z_ssa = tvm.ir_pass.ConvertSSA(z)
    assert(tvm.ir_pass.VerifySSA(z_ssa))
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def test_expr_use_var():
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    x = tvm.var('x')
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    assert(tvm.ir_pass.ExprUseVar(x+1, x))
    assert(not tvm.ir_pass.ExprUseVar(1+10, x))


if __name__ == "__main__":
    test_expr_use_var()