dim_value);
    };

    for (auto i : llvm::seq<int>(0, num_spatial_dims)) {
      const int64_t dim = GetTensorSpatialDimIndex(num_dims, data_format, i);
      spatial_dim_indices.push_back(dim);

      const int64_t dilation = get_int(dilations[dim]);
      rhs_dilations.push_back(dilation);

  if (input_ty.hasRank() && filter_ty.hasRank()) {
    // Checks the size of each of the output spatial dimensions.
    for (auto i : llvm::seq<int>(0, num_spatial_dims)) {
      const int64_t dim = GetTensorSpatialDimIndex(num_dims, format, i);
      int64_t stride = get_int(strides[dim]);
      int64_t expected_output_size;
      int64_t pad_low;
      int64_t pad_high;
      // Retrieve padding, if defined explicitly.