break
		}
		if !bytes.HasPrefix(line, prefix) {
			minRange := i - 5
			maxRange := i + 5
			if minRange < 0 {
				minRange = 0
			}
			if maxRange > len(lines) {
				maxRange = len(lines)
			}
			panic(fmt.Errorf("line %d doesn't start with expected number (%d) of tabs (%v-%v):\n%v", i, len(prefix), minRange, maxRange, string(bytes.Join(lines[minRange:maxRange], []byte{'\n'}))))
		}

  // CHECK-DAG: %[[RESULT:.*]] = "tf.AddV2"(%[[SS]], %arg1)
  %0 = "tf.Dequantize"(%arg0, %min_range, %max_range) : (tensor<2x3x!tf_type.qint8>, tensor<f32>, tensor<f32>) -> tensor<2x3xf32>

  // CHECK-DAG: return %[[RESULT]]
  func.return %0 : tensor<2x3xf32>
}

// CHECK-LABEL: dequantize_quint8
func.func @dequantize_quint8(%arg0: tensor<2x3x!tf_type.quint8>, %min_range: tensor<f32>, %max_range: tensor<f32>) -> tensor<2x3xf32> {

		for i := 0; i < maxRangeTestCount; i++ {
			inrange := IntnRange(min, max)
			if inrange < min || inrange >= max {
				t.Errorf("%v out of range (%v,%v)", inrange, min, max)
			}
		}
	}
}

func TestInt63nRange(t *testing.T) {
	// 0 is invalid.
	for min, max := range map[int64]int64{1: 2, 10: 123, 100: 500} {
		for i := 0; i < maxRangeTestCount; i++ {
			inrange := Int63nRange(min, max)

    public static final String PLUGIN_ID_VALID_CHARS_DESCRIPTION = "ASCII alphanumeric characters, '.', '_' and '-'";
    public static final CharMatcher INVALID_PLUGIN_ID_CHAR_MATCHER = inRange('a', 'z')
        .or(inRange('A', 'Z'))
        .or(inRange('0', '9'))
        .or(anyOf(".-_"))
        .negate();

    private final String value;

    public DefaultPluginId(String value) {
        this.value = value;
    }

    OPS_5("+-*/%"),
    HEX_16(CharMatcher.inRange('0', '9').or(CharMatcher.inRange('A', 'F')), "0123456789ABCDEF"),
    HEX_22(
        CharMatcher.inRange('0', '9')
            .or(CharMatcher.inRange('A', 'F'))
            .or(CharMatcher.inRange('a', 'f')),
        "0123456789ABCDEFabcdef"),
    GERMAN_59(
        CharMatcher.inRange('a', 'z')
            .or(CharMatcher.inRange('A', 'Z'))
            .or(CharMatcher.anyOf("äöüßÄÖÜ")),

		if pmd.pluginpath == md.pluginpath {
			md.bad = true
			return "", nil, nil, "plugin already loaded"
		}

		if inRange(pmd.text, pmd.etext, md.text, md.etext) ||
			inRange(pmd.bss, pmd.ebss, md.bss, md.ebss) ||
			inRange(pmd.data, pmd.edata, md.data, md.edata) ||
			inRange(pmd.types, pmd.etypes, md.types, md.etypes) {
			println("plugin: new module data overlaps with previous moduledata")

		pattern = pattern[1:]
		star = true
	}
	inrange := false
	var i int
Scan:
	for i = 0; i < len(pattern); i++ {
		switch pattern[i] {
		case '\\':
			// error check handled in matchChunk: bad pattern.
			if i+1 < len(pattern) {
				i++
			}
		case '[':
			inrange = true
		case ']':
			inrange = false
		case '*':
			if !inrange {
				break Scan
			}
		}
	}

func NewContainerGC(runtime Runtime, policy GCPolicy, sourcesReadyProvider SourcesReadyProvider) (GC, error) {
	if policy.MinAge < 0 {
		return nil, fmt.Errorf("invalid minimum garbage collection age: %v", policy.MinAge)
	}

	return &realContainerGC{
		runtime:              runtime,
		policy:               policy,
		sourcesReadyProvider: sourcesReadyProvider,
	}, nil
}

          (TF_ConstOp (DequantizeHalfRange $input))),
        (TF_DivOp
          (TF_SubOp $max_range, $min_range),
          (TF_ConstOp (GetF32Scalar<255>)))),
      $min_range),
    /*truncate=*/ConstBoolAttrFalse),
  [(TensorOf<[TF_Qint8, TF_Quint8]> $input),
   (TF_Float32Tensor $min_range),
   (TF_Float32Tensor $max_range),
   (TensorOf<[TF_Float32, TF_Bfloat16]> $result)]>;

    private static final CharMatcher VALID_FIRST_CHAR_MATCHER = CharMatcher.inRange('a', 'z').or(CharMatcher.inRange('A', 'Z')).or(CharMatcher.is('_'));
    private final static CharMatcher INVALID_FIRST_CHAR_MATCHER = VALID_FIRST_CHAR_MATCHER.negate().precomputed();
    private final static CharMatcher INVALID_CHAR_MATCHER = CharMatcher.inRange('0', '9').or(VALID_FIRST_CHAR_MATCHER).or(CharMatcher.is('-')).negate().precomputed();