<table border="1" cellspacing="0" cellpadding="8">
    <tr>
        <th>Issue</th>
        <td>
            <a href=https://github.com/llvm/llvm-project/issues/54959>54959</a>
        </td>
    </tr>

    <tr>
        <th>Summary</th>
        <td>
            Tosa.tile op only support 1d-4d tensor 
        </td>
    </tr>

    <tr>
      <th>Labels</th>
      <td>
            new issue
      </td>
    </tr>

    <tr>
      <th>Assignees</th>
      <td>
      </td>
    </tr>

    <tr>
      <th>Reporter</th>
      <td>
          wang5566
      </td>
    </tr>
</table>

<pre>
    `def Tosa_TileOp: Tosa_Op<"tile", [
      DeclareOpInterfaceMethods<InferShapedTypeOpInterface,
                              ["inferReturnTypeComponents"]>, 
      NoSideEffect]> {
  let summary = "Tile operator";

  let description = [{
    Replicates input 0 multiplies times along each dimension.
  }];

  let arguments = (ins
    Tosa_Tensor1Dto4D:$input1,
    I64ArrayAttr:$multiples);

  let results = (outs
    Tosa_Tensor1Dto4D:$output
  );

  let hasFolder = 1;
}
`
tosa.tile op support 1d ~ 4d tensor, but when i convert yoloV3 model from tensorflow dialect to tosa dialect, a 5d tensor needed by tf.tile op, causing convertion failure.
So why tosa.tile op definition here is what it is.
</pre>
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