"receipt":                              "\U0001f9fe",
	"record_button":                        "\u23fa\ufe0f",
	"recycle":                              "\u267b\ufe0f",
	"red_car":                              "\U0001f697",
	"red_circle":                           "\U0001f534",
	"red_envelope":                         "\U0001f9e7",
	"red_haired_man":                       "\U0001f468\u200d\U0001f9b0",

// CHECK: tf_device.replicate([%[[ARG_0]], %[[ARG_1]]] as %[[RI:[a-z0-9]*]]: tensor<*x!tf_type.resource>)
// CHECK:   %[[READ_VAR:[0-9]*]] = "tf.ReadVariableOp"(%[[RI]])
// CHECK:   %[[OP_A:[0-9]*]] = "tf.opA"(%[[READ_VAR]], %[[VAR_SHAPE]], %[[RI]])
// CHECK:   tf_device.return %[[READ_VAR]], %[[VAR_SHAPE]], %[[OP_A]]

// CHECK-LABEL: func @replicate_arg_shape_with_packed

	REG_A2
	REG_A3
	REG_A4
	REG_A5
	REG_A6
	REG_A7

	REG_MSR
	REG_FPSCR
	REG_CR

	REG_SPECIAL = REG_CR0

	REG_CRBIT0 = REG_CR0LT // An alias for a Condition Register bit 0

	REG_SPR0 = obj.RBasePPC64 + 1024 // first of 1024 registers

	REG_XER = REG_SPR0 + 1
	REG_LR  = REG_SPR0 + 8
	REG_CTR = REG_SPR0 + 9

	REGZERO = REG_R0 /* set to zero */
	REGSP   = REG_R1
	REGSB   = REG_R2

        "@llvm-project//llvm:FileCheck",
        "@llvm-project//llvm:not",
    ],
)

filegroup(
    name = "reducer_tester",
    testonly = True,
    srcs = glob(
        [
            "reducer/*.sh",
        ],
    ),
)

tf_cc_test(
    name = "xla_sharding_util_test",
    srcs = ["xla_sharding_util_test.cc"],
    deps = [
        "//tensorflow/compiler/mlir/tensorflow:xla_sharding_util",

    "tf.Yield"() : () -> ()
  }, {
    // CHECK: %[[READ_VAR:.*]] = "tf.ReadVariableOp"(%[[VAR]])
    // CHECK: "tf.Slice"(%[[READ_VAR]]
    %read = "tf.TensorArrayReadV3"(%arg0, %index, %flow) : (tensor<!tf_type.resource>, tensor<i32>, tensor<f32>) -> tensor<3xf32>
    "tf.Yield"() : () -> ()
  }, {
    // CHECK: %[[READ_VAR:.*]] = "tf.ReadVariableOp"(%[[VAR]])

          "unit": "ops"
        },
        "overrides": [
          {
            "matcher": {
              "id": "byValue",
              "options": {
                "op": "gte",
                "reducer": "allIsNull",
                "value": 0
              }
            },
            "properties": [
              {
                "id": "custom.hideFrom",
                "value": {

          "unit": "ops"
        },
        "overrides": [
          {
            "matcher": {
              "id": "byValue",
              "options": {
                "op": "gte",
                "reducer": "allIsNull",
                "value": 0
              }
            },
            "properties": [
              {
                "id": "custom.hideFrom",
                "value": {

"},{"id":"decimals","value":2},{"id":"custom.align"},{"id":"custom.hidden","value":true}]}]},"gridPos":{"h":21,"w":24,"x":0,"y":12},"hideTimeOverride":false,"id":73,"links":[],"options":{"cellHeight":"sm","footer":{"countRows":false,"fields":"","reducer":["sum"],"show":false},"showHeader":true},"pluginVersion":"10.1.5","repeatDirection":"v","targets":[{"datasource":{"type":"prometheus","uid":"${datasource}"},"expr":"label_join(sum(rate(istio_requests_total{reporter=\"source\", response_code=\"200\"}[1m]))...

)

gentbl_cc_library(
    name = "tensorflow_reduce_patterns_inc_gen",
    tbl_outs = [
        (
            ["-gen-rewriters"],
            "reducer/tf_reduce_patterns.inc",
        ),
    ],
    tblgen = "@llvm-project//mlir:mlir-tblgen",
    td_file = "reducer/tf_mlir_reduce_patterns.td",
    deps = [
        "//tensorflow/compiler/mlir/tensorflow:tensorflow_ops_td_files",
    ],
)

cc_library(

      EraseFuncOpArguments(func, args_to_erase);

      func.eraseResults(result_indices_to_erase);
    } else if (auto read_var = dyn_cast<TF::ReadVariableOp>(user_op)) {
      // Read variables was already replaced by constant op. Just remove the op.
      read_var->erase();
    } else if (auto while_op = dyn_cast<TF::WhileOp>(user_op)) {
      GetUpdatedWhileOp<TF::WhileOp>(