// CHECK:      "mhlo.gather"({{.*}}) <{
  // CHECK-SAME:   dimension_numbers =
  // CHECK-SAME:     offset_dims = [1, 2]
  // CHECK-SAME:     collapsed_slice_dims = [0]
  // CHECK-SAME:     start_index_map = [0]
  // CHECK-SAME:     index_vector_dim = 1
  // CHECK-SAME:   indices_are_sorted = false
  // CHECK-SAME:   slice_sizes = dense<[1, 4, 128]>
  // CHECK-SAME: (tensor<2x4x128xf32>, tensor<2x1xi32>) -> tensor<2x4x128xf32>

  func.return %3 : tensor<4x8xf32>
}

// CHECK-LABEL:   func @select(
// CHECK-SAME:                 %[[VAL_0:.*]]: tensor<2xi1>,
// CHECK-SAME:                 %[[VAL_1:.*]]: tensor<2xi32>,
// CHECK-SAME:                 %[[VAL_2:.*]]: tensor<2xi32>) -> tensor<2xi32> {

<pre>
[...]Point{{1.5, -3.5}, {0, 0}}     // same as [...]Point{Point{1.5, -3.5}, Point{0, 0}}
[][]int{{1, 2, 3}, {4, 5}}          // same as [][]int{[]int{1, 2, 3}, []int{4, 5}}
[][]Point{{{0, 1}, {1, 2}}}         // same as [][]Point{[]Point{Point{0, 1}, Point{1, 2}}}
map[string]Point{"orig": {0, 0}}    // same as map[string]Point{"orig": Point{0, 0}}
map[Point]string{{0, 0}: "orig"}    // same as map[Point]string{Point{0, 0}: "orig"}

  // CHECK: %[[q:.*]] = "tfl.quantize"
  // CHECK-SAME: <{qtype = tensor<40x!quant.uniform<i8:f32, 0.024986599940879671:92>>}> : (tensor<40xf32>) -> tensor<40x!quant.uniform<i8:f32, 0.024986599940879671:92>>
  // CHECK: %[[dq:.*]] = "tfl.dequantize"
  // CHECK-SAME: (tensor<40x!quant.uniform<i8:f32, 0.024986599940879671:92>>) -> tensor<40xf32>
  // CHECK: %[[fc:.*]] = "tfl.fully_connected"

                  ParentRef that selects the same object must set the same set of
                  optional fields to different values. If one ParentRef sets a combination
                  of optional fields, all must set the same combination. \n Some examples:
                  \n * If one ParentRef sets `sectionName`, all ParentRefs referencing
                  the same object must also set `sectionName`. * If one ParentRef

	// if both fields are non-empty, they must have the same value. For backwards
	// compatibility, when namespace isn't specified in dataSourceRef,
	// both fields (dataSource and dataSourceRef) will be set to the same
	// value automatically if one of them is empty and the other is non-empty.
	// When namespace is specified in dataSourceRef,
	// dataSource isn't set to the same value and must be empty.

functionality of the dataSource field and as such if both fields are non-empty, they must have the same value. For backwards compatibility, when namespace isn't specified in dataSourceRef, both fields (dataSource and dataSourceRef) will be set to the same value automatically if one of them is empty and the other is non-empty. When namespace is specified in dataSourceRef, dataSource isn't set to the same value and must be empty. There are three important differences between dataSource and dataSourceRef:...

  // if both fields are non-empty, they must have the same value. For backwards
  // compatibility, when namespace isn't specified in dataSourceRef,
  // both fields (dataSource and dataSourceRef) will be set to the same
  // value automatically if one of them is empty and the other is non-empty.
  // When namespace is specified in dataSourceRef,
  // dataSource isn't set to the same value and must be empty.

	// if both fields are non-empty, they must have the same value. For backwards
	// compatibility, when namespace isn't specified in dataSourceRef,
	// both fields (dataSource and dataSourceRef) will be set to the same
	// value automatically if one of them is empty and the other is non-empty.
	// When namespace is specified in dataSourceRef,
	// dataSource isn't set to the same value and must be empty.

        loc, pooled_type, pooled, divisor, scalar_broadcast_dims);
  } else {
    assert(op.getPadding() == "SAME");
    // For SAME padding, only original entries that contributed to a window
    // are counted for the average of this window, not padded entries.

    // Build all-ones tensor of same shape as the original input.
    ElementsAttr splat = hlo::getSplat(&rewriter, orig_input_type, 1);