}

// SPCconv returns the string representation of the special operand spc.
func SPCconv(spc int64) string {
	for i := range spcSpace {
		spcs := &spcSpace[i]
		if spcs.lo <= spc && spc < spcs.hi {
			return spcs.SPCconv(spc)
		}
	}
	return fmt.Sprintf("SPC???%d", spc)
}

type opSet struct {
	lo    As
	names []string
}

// Not even worth sorting

	switch v {
	case version.Go122:
		return e.args[len(go122.Specs()[e.typ].Args)-1:]
	}
	panic(fmt.Sprintf("unsupported version: go 1.%d", v))
}

// evTable contains the per-generation data necessary to
// interpret an individual event.
type evTable struct {
	freq    frequency
	strings dataTable[stringID, string]
	stacks  dataTable[stackID, stack]
	pcs     map[uint64]frame

    private final Spec<? super T>[] specs;

    protected CompositeSpec() {
        this.specs = uncheckedCast(EMPTY);
    }

    protected CompositeSpec(Spec<? super T>... specs) {
        if (specs.length == 0) {
            this.specs = uncheckedCast(EMPTY);
        } else {
            this.specs = specs.clone();
        }
    }

pytype_strict_library(
    name = "calibration_algorithm",
    srcs = ["calibration_algorithm.py"],
    deps = [
        ":calibration_statistics_proto_py",
        "//tensorflow/compiler/mlir/quantization/stablehlo:quantization_config_proto_py",
        "//third_party/py/numpy",
    ],
)

pytype_strict_contrib_test(
    name = "calibration_algorithm_test",
    srcs = ["calibration_algorithm_test.py"],
    deps = [

      GetPtqSpecForConvolution(Method::MethodCase::kStaticRangePtq);

  // Append user-provided specs to override existing specs.
  const QuantizationSpecs& previous_specs = config.specs();
  new_specs.mutable_specs()->Add(previous_specs.specs().begin(),
                                 previous_specs.specs().end());

  config.clear_static_range_ptq_preset();
  config.mutable_specs()->Swap(&new_specs);
}

  ASSERT_THAT(new_config.specs().specs(), SizeIs(2));

  const QuantizationSpec& default_spec = new_config.specs().specs(0);
  EXPECT_THAT(default_spec.matcher().function_name().regex(), StrEq(".*"));
  EXPECT_TRUE(default_spec.method().has_static_range_ptq());

  // Test that the expansion for convolution ops is done.
  const QuantizationSpec& conv_spec = new_config.specs().specs(1);

            }
        }
        if (specs.size() == 1) {
            return specs.get(0);
        }
        return Specs.intersect(specs);
    }

    private void validateLowestTestedVersion(String constraint, String value, GradleVersion minVersion) {

 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.gradle.integtests.fixtures

import org.gradle.api.specs.Spec
import org.gradle.api.specs.Specs
import org.gradle.integtests.fixtures.executer.GradleExecuter
import org.gradle.internal.operations.BuildOperationType
import org.gradle.internal.operations.trace.BuildOperationRecord

			continue
		}

		// Identify and sort runs of specs on successive lines.
		i := 0
		specs := d.Specs[:0]
		for j, s := range d.Specs {
			if j > i && lineAt(fset, s.Pos()) > 1+lineAt(fset, d.Specs[j-1].End()) {
				// j begins a new run. End this one.
				specs = append(specs, sortSpecs(fset, f, d.Specs[i:j])...)
				i = j
			}
		}
		specs = append(specs, sortSpecs(fset, f, d.Specs[i:])...)
		d.Specs = specs

    ],
    licenses = ["notice"],
)

cc_library(
    name = "min_max_value",
    srcs = [],
    hdrs = ["min_max_value.h"],
    compatible_with = get_compatible_with_portable(),
    deps = [],
)

cc_library(
    name = "statistics",
    srcs = ["statistics.cc"],
    hdrs = ["statistics.h"],
    compatible_with = get_compatible_with_portable(),
    deps = [