// CHECK-NEXT: [[res:%.*]] = tfrt_fallback_async.executeop key(1) cost({{.*}}) device("/job:localhost/replica:0/task:0/device:CPU:0") "tf.GatherV2"([[value]], {{.*}}, [[const]])
// CHECK-NEXT: tfrt.return [[out_chain]], [[res]] : !tfrt.chain, !tfrt_fallback.tf_tensor
func.func @gather(%indices: tensor<?xi32>,
             %resource: tensor<*x!tf_type.resource>) -> tensor<*xi32> {

        spec->biases_params[2] = {{0, 1},
                                  quant::GetUniformQuantizedTypeForBias};
      }
    } else if (function_name.contains("gather")) {
      // Note that gather has axis attribute that specifies channel axis.
      spec->coeff_op_quant_dim[0] = -1;
    }
    for (auto quantizable_operand : spec->coeff_op_quant_dim) {

  }

  LiftQuantizableSpotsAsFunctionsDRQPass(
      const LiftQuantizableSpotsAsFunctionsDRQPass& other) {
    quantization_method_ = other.quantization_method_;
    target_opset_ = other.target_opset_;
    min_num_elements_for_weights_ = other.min_num_elements_for_weights_;
  }

  StringRef getArgument() const final {
    // This is the argument used to refer to the pass in

If you suspect issues with your plugin code, try creating a link:https://scans.gradle.com/[Build Scan] to identify bottlenecks.

source "${KUBE_ROOT}/hack/lib/init.sh"

register_files=()
while read -r file ; do
	register_files+=("${file}")
done < <(find pkg/apis -name register.go | sort)

# every register file should contain a GroupName.  Gather the different representations.
# 1. group directory name for client gen
# 2. external group versions for init.sh all APIs list
# 3. install packages for inclusion in import_known_versions files
group_dirnames=()

      preset.enable_full_int_quantization() ? ".*"
                                            : "^.*(dot_general|gather).*");
  spec.mutable_method()->mutable_static_range_ptq();

  return spec;
}

QuantizationSpec GetDefaultWeightOnlyPtqSpec() {
  QuantizationSpec spec{};
  spec.mutable_matcher()->mutable_function_name()->set_regex(
      "^.*(conv|dot_general).*");

//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

package nodeagent

import (
	"context"
	"encoding/json"
	"fmt"
	"io"
	"net"

import org.eclipse.aether.RepositorySystem;
import org.eclipse.aether.RepositorySystemSession.CloseableSession;
import org.eclipse.aether.RepositorySystemSession.SessionBuilder;
import org.eclipse.aether.artifact.ArtifactTypeRegistry;
import org.eclipse.aether.collection.DependencyGraphTransformer;
import org.eclipse.aether.collection.DependencyManager;
import org.eclipse.aether.collection.DependencySelector;

import java.util.stream.Collectors;

import org.eclipse.aether.artifact.ArtifactProperties;
import org.eclipse.aether.impl.scope.BuildScopeMatrixSource;
import org.eclipse.aether.impl.scope.BuildScopeSource;
import org.eclipse.aether.impl.scope.CommonBuilds;
import org.eclipse.aether.impl.scope.InternalScopeManager;
import org.eclipse.aether.impl.scope.ScopeManagerConfiguration;
import org.eclipse.aether.internal.impl.scope.ScopeManagerDump;

import org.codehaus.plexus.testing.PlexusTest;
import org.eclipse.aether.DefaultRepositorySystemSession;
import org.eclipse.aether.RepositoryListener;
import org.eclipse.aether.RepositorySystem;
import org.eclipse.aether.RepositorySystemSession;
import org.eclipse.aether.internal.impl.DefaultChecksumPolicyProvider;
import org.eclipse.aether.internal.impl.DefaultRemoteRepositoryManager;
import org.eclipse.aether.internal.impl.DefaultUpdatePolicyAnalyzer;