let summary = "Log softmax operator";

  let description = [{
    Computes element-wise log softmax activations with the following formula

      input - log(reduce_sum(exp(input), dim))
  }];

  let arguments = (ins TFL_TensorOf<[F32, QUI8, QI8, TFL_Quint8]>:$input);

  let results = (outs TFL_TensorOf<[F32, QUI8, QI8, TFL_Quint8]>:$output);

  let hasOptions = 1;

        is greater than 10.

        Args:
          x: Input tensor.

        Returns:
          A map of: output key -> output result.
        """
        if math_ops.reduce_sum(x) > 10.0:
          out = math_ops.matmul(x, self.filters_0)
          out = nn_ops.bias_add(out, self.bias_0)
          return {'output': out}

        out = math_ops.matmul(x, self.filters_1)