test_pass_rewrite_unsafe_select.py 1.48 KB
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# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements.  See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License.  You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied.  See the License for the
# specific language governing permissions and limitations
# under the License.
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import tvm


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def test_rewrite_Select():
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    ib = tvm.ir_builder.create()
    A = ib.allocate("float32", 100, name="A", scope="global")
    i = tvm.var("i")
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    y = tvm.expr.Select(i > 1, A[i-1], 1.0)
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    yy = tvm.ir_pass.RewriteUnsafeSelect(tvm.make.Evaluate(y)).value

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    z = tvm.expr.Select(
        tvm.expr.Select(i > 1, A[i-1], 1.0) > 0.0, A[i], 0.1)
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    zz = tvm.ir_pass.RewriteUnsafeSelect(tvm.make.Evaluate(z)).value

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    a = tvm.expr.Select(tvm.floordiv(i, 4) > 10, y, z)
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    aa = tvm.ir_pass.RewriteUnsafeSelect(tvm.make.Evaluate(a)).value
    assert yy.name == "tvm_if_then_else"
    assert zz.name == "tvm_if_then_else"
    assert isinstance(aa, tvm.expr.Select)


if __name__ == "__main__":
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    test_rewrite_Select()