gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
k8s.io/klog/v2 v2.120.1 h1:QXU6cPEOIslTGvZaXvFWiP9VKyeet3sawzTOvdXb4Vw=
k8s.io/klog/v2 v2.120.1/go.mod h1:3Jpz1GvMt720eyJH1ckRHK1EDfpxISzJ7I9OYgaDtPE=
k8s.io/kube-openapi v0.0.0-20240228011516-70dd3763d340/go.mod h1:yD4MZYeKMBwQKVht279WycxKyM84kkAx2DPrTXaeb98=

  EXPECT_THAT(statistics.value().histogram_statistics().hist_freq(),
              ElementsAre(1, 0, 3, 5, 7, 6, 5, 1));

  collector.Collect(
      /*min=*/-5.f, /*max=*/5.f, /*histogram=*/{1, 2, 2, 1});

  statistics = collector.GetStatistics();
  EXPECT_TRUE(statistics.has_value());
  EXPECT_EQ(statistics.value().histogram_statistics().lower_bound(), -8.f);

      - effect: "NoExecute"
        operator: "Exists"
      - effect: "NoSchedule"
        operator: "Exists"
      containers:
      - name: node-cache
        image: registry.k8s.io/dns/k8s-dns-node-cache:1.23.1
        resources:
          requests:
            cpu: 25m
            memory: 5Mi

    integTestImplementation(libs.guava)
    integTestImplementation(libs.ant)
    integTestImplementation(libs.inject)
    integTestImplementation("com.microsoft.playwright:playwright:1.20.1")

    integTestImplementation(testFixtures(project(":tooling-api")))
    integTestImplementation(testFixtures(project(":dependency-management")))
    integTestImplementation(testFixtures(project(":jacoco")))

  %rst = "tf.Conv2D"(%arg, %fq) {T = "tfdtype$DT_FLOAT", data_format = "NHWC", dilations = [1, 2, 3, 1], padding = "SAME", strides = [1, 4, 5, 1]} : (tensor<256x32x32x3xf32>, tensor<3x3x3x16xf32>) -> tensor<256x8x7x16xf32>
  func.return %rst : tensor<256x8x7x16xf32>

// CHECK-DAG: %[[CONSTANT:.*]] = arith.constant dense<0.000000e+00> : tensor<16xf32>

		[]int{1, 2, 3},
		0,
	},
	{
		[]int{1, 2, 3},
		[]int{1, 2, 3, 4},
		-1,
	},
	{
		[]int{1, 2, 3, 4},
		[]int{1, 2, 3},
		+1,
	},
	{
		[]int{1, 2, 3},
		[]int{1, 4, 3},
		-1,
	},
	{
		[]int{1, 4, 3},
		[]int{1, 2, 3},
		+1,
	},
	{
		[]int{1, 4, 3},
		[]int{1, 2, 3, 8, 9},
		+1,
	},
}

var compareFloatTests = []struct {
	s1, s2 []float64

            <version>${teamcity.dsl.version}</version>
            <scope>compile</scope>
            <exclusions>
                <exclusion>
                    <!-- This is version 1.2.50 and conflicts with 1.3.0 -->
                    <groupId>org.jetbrains.kotlin</groupId>
                    <artifactId>kotlin-stdlib</artifactId>
                </exclusion>
            </exclusions>

    ```

=== "Python 3.9+"

    ```Python hl_lines="11-14"
    {!> ../../../docs_src/body_fields/tutorial001_an_py39.py!}
    ```

=== "Python 3.8+"

    ```Python hl_lines="12-15"
    {!> ../../../docs_src/body_fields/tutorial001_an.py!}
    ```

=== "Python 3.10+ Annotated가 없는 경우"

    !!! tip "팁"
        가능하다면 `Annotated`가 달린 버전을 권장합니다.

    ```Python hl_lines="9-12"

// CHECK: %[[REDUCE_WINDOW_MAX:.+]] = "stablehlo.reduce_window"(%[[ADD]], %[[INIT_VALUE_CONST:.+]])
// CHECK: <{window_dimensions = array<i64: 1, 2, 2, 1>, window_strides = array<i64: 1, 2, 2, 1>}>
// CHECK: stablehlo.maximum
// CHECK: (tensor<1x5x5x4xf32>, tensor<f32>) -> tensor<1x2x2x4xf32>

// TODO(b/233827625): Remove TF_DISABLE_CONSTANT_FOLDING macro.
#ifdef TF_DISABLE_CONSTANT_FOLDING
  constexpr int64_t kResultsSizeThreshold = 0;
#else
  constexpr int64_t kResultsSizeThreshold = (1 << 23);  // 1 MB
#endif
  constexpr int64_t kOperandsSizeThreshold = (1 << 30);  // 128 MB

  return (operands_size <= kOperandsSizeThreshold) &&
         (has_unknown_shape || (results_size <= kResultsSizeThreshold) ||