// RUN: tf-opt %s -tfl-prepare-tf -tfl-legalize-tf='run-tfl-runtime-verification=false'  -tfl-optimize | FileCheck %s

func.func @broadcast_to_bf16(%arg0: tensor<3xbf16>, %arg1: tensor<2xi64>) -> tensor<3x3xbf16> {
  %0 = "tf.BroadcastTo"(%arg0, %arg1) : (tensor<3xbf16>, tensor<2xi64>) -> tensor<3x3xbf16>
  func.return %0: tensor<3x3xbf16>

// CHECK-LABEL: broadcast_to_bf16
// CHECK:  [[CST:%.*]] = arith.constant dense<1.000000e+00> : tensor<3x3xbf16>

				<artifactId>jacoco-maven-plugin</artifactId>
				<version>0.8.11</version>
				<executions>
					<execution>
						<goals>
							<goal>prepare-agent</goal>
						</goals>
					</execution>
					<execution>
						<id>report</id>
						<phase>prepare-package</phase>
						<goals>
							<goal>report</goal>
						</goals>
					</execution>
				</executions>
			</plugin>
			<plugin>

                    conf 'org.test:m3:1.0'
                }
            }
        """
    }

    def resolveLocalPath() {
        resolveLocal.prepare()
        resolveLocal
    }

    def resolvePublishedPath() {
        resolvePublished.prepare()
        resolvePublished
    }

    def static expectResolvedToLocal(ResolveTestFixture resolve) {
        resolve.expectGraph {

	// Start the test server on random port.
	go server.run("localhost:0", "localhost:0")

	// Prepare the HTTP request.
	httpClient := &http.Client{}
	httpReq, err := http.NewRequest(http.MethodGet, fmt.Sprintf("http://localhost:%d/check", <-server.httpPort), nil)
	if err != nil {
		t.Fatalf(err.Error())
	}

	// Prepare the gRPC request.

      "== mlir::BoolAttr::get($_builder.getContext(), true)">>;

def IsNhwcLayoutOp: Constraint<Neg<IsNchwLayoutOp.predicate>>;

// TODO(b/343278954): Move the creation of transposes to a separate prepare pass
// to avoid creating multiple pattern-rewrite rules for the same composite op.
def LegalizeTorchUpsampleBlinear2dComposite: Pat<
    (MHLO_CompositeOp:$old_val
    (variadic $input),

        mavenRepo.module("myorg", "ModuleB", '1.0').dependsOn("myorg", "ModuleC", "2.0").publish()
        settingsFile << """
            rootProject.name = 'test'
        """
        resolve.prepare()
    }

    def "preferProjectModules() only influence dependency declarations in the subproject it is used in"() {
        createDirs("ModuleC", "Subproject_with_preferProjectModules", "Subproject_without_preferProjectModules")

                    maven {
                        url = "${mavenHttpRepo.uri}"
                    }
                }
            }
        """
        resolve.expectDefaultConfiguration("runtime")
        resolve.prepare()
        executer.withPluginRepositoryMirrorDisabled() // otherwise the plugin portal fixture doesn't work!
    }

// RUN: tf-opt %s -tfl-prepare-quantize -canonicalize -tfl-quantize -canonicalize -tfl-optimize -canonicalize | FileCheck %s

// CHECK-LABEL: fuseMulIntoPerTensorConv2dWithQDQs
func.func @fuseMulIntoPerTensorConv2dWithQDQs(%arg0: tensor<256x32x32x3xf32>) -> tensor<256x8x7x3xf32> {
  %cst = arith.constant dense<1.5> : tensor<3xf32>
  %cst_0 = arith.constant dense<[1.0, 2.0, 3.0]> : tensor<3xf32>
  %w = arith.constant dense<2.0> : tensor<3x3x3x3xf32>

	// This will ensure that all claims are unprepared even if pods get deleted unexpectedly.
	Start(activePods ActivePodsFunc, sourcesReady config.SourcesReady) error

	// PrepareResources prepares resources for a pod.
	// It communicates with the DRA resource plugin to prepare resources.
	PrepareResources(pod *v1.Pod) error

	// UnprepareResources calls NodeUnprepareResource GRPC from DRA plugin to unprepare pod resources
	UnprepareResources(pod *v1.Pod) error

        given:
        resolve = new ResolveTestFixture(buildFile, "compileClasspath")
        resolve.prepare()
        if (compileClasspathPackaging) {
            propertiesFile << """
                systemProp.org.gradle.java.compile-classpath-packaging=true
            """.trim()
        }