// CHECK:  return
}

func.func @tile(tensor<2x3xf32>, tensor<2xi32>) -> tensor<2x6xf32> {
^bb0(%arg0: tensor<2x3xf32>, %arg1: tensor<2xi32>):
  %cst = "tf.Const"() { value = dense<[1, 2]> : tensor<2xi32> } : () -> tensor<2xi32>
  %0 = "tf.Tile"(%arg0, %cst) : (tensor<2x3xf32>, tensor<2xi32>) -> tensor<2x6xf32>
  func.return %0 : tensor<2x6xf32>

  // CHECK-LABEL: tile

    func.return
  }
  func.func @computation(%arg0: tensor<i32>) -> tensor<i32> {
    func.return %arg0: tensor<i32>
  }
}

// -----

// Test `tf_device.cluster_func` on TPU with pre-split tile sharded input/
// output using `tf.TPUPartitionedInputV2` and `tf.TPUPartitionedOutputV2`.

  %cst = arith.constant dense <[2, 3, 4]> : tensor<3xi32>
  %0 = "tf.Tile"(%arg0, %cst) : (tensor<2x3x?xf32>, tensor<3xi32>) -> tensor<4x9x?xf32>
  func.return
}

// -----

func.func @testTileMultipleNotRank1(%arg0: tensor<2x3xf32>, %arg1: tensor<1x1xi32>) {
  // expected-error @+1 {{expected multiples to be rank 1, got rank = 2}}
  %0 = "tf.Tile"(%arg0, %arg1) : (tensor<2x3xf32>, tensor<1x1xi32>) -> tensor<2x3xf32>

        /*scale=*/1.0 / (1<<(bit_width-1)), /*zero_point=*/0);
  }
  }];
}

def TFL_TileOp: TFL_Op<"tile", [
    Pure,
    SameOperandsAndResultsScale,
    QuantizableResult,
    PredOpTrait<"input and output must have same element type",
      TFL_TCresVTEtIsSameAsOp<0, 0>>]> {
  let summary = "Tile operator.";
  let description = [{
    Constructs a tensor by tiling a given tensor.

  func.return %0#0 : tensor<? x f32>
}

// -----

// CHECK-LABEL: testTileF32
func.func @testTileF32(%arg0: tensor<4 x 1 x f32>, %arg1: tensor<4 x i32>) -> tensor<? x f32> {
  // CHECK: "tfl.tile"(%arg0, %arg1)
  %0 = "tfl.tile"(%arg0, %arg1): (tensor<4 x 1 x f32>, tensor<4 x i32>) -> tensor<? x f32>
  func.return %0 : tensor<? x f32>
}

// -----

func.func @testEluI32(%arg0: tensor<? x i32>) -> tensor<? x i32> {

const ARM_MAGIC_TRAMP_NUMBER = 0x5c000003

// ELF32 File header.
type Header32 struct {
	Ident     [EI_NIDENT]byte /* File identification. */
	Type      uint16          /* File type. */
	Machine   uint16          /* Machine architecture. */
	Version   uint32          /* ELF format version. */
	Entry     uint32          /* Entry point. */
	Phoff     uint32          /* Program header file offset. */

file-collection-vs-file-tree.png...

}

// CHECK-LABEL: testTileMultiplesAllOnes
func.func @testTileMultiplesAllOnes(%arg0: tensor<2x3xf32>) -> tensor<2x3xf32> {
  %cst = arith.constant dense <[1, 1]> : tensor<2xi32>
  // CHECK: return %arg0
  %0 = "tf.Tile"(%arg0, %cst) : (tensor<2x3xf32>, tensor<2xi32>) -> tensor<2x3xf32>
  func.return %0: tensor<2x3xf32>
}

// CHECK-LABEL: func @testStaticAndIdenticalTypeForEqualOp

dependency-management-file-dependencies.png...

	pc=4312466 func=25 file=26 line=564
	pc=4247187 func=27 file=28 line=1333
	pc=4245160 func=29 file=28 line=1021
	pc=4502184 func=30 file=31 line=103
	pc=4804475 func=32 file=33 line=60
Stack id=26 nframes=7
	pc=4300939 func=36 file=35 line=1196
	pc=4297301 func=34 file=35 line=926
	pc=4312466 func=25 file=26 line=564
	pc=4247187 func=27 file=28 line=1333
	pc=4245160 func=29 file=28 line=1021