Source file src/google.golang.org/genproto/googleapis/cloud/visualinspection/v1beta1/metrics.pb.go

Documentation: google.golang.org/genproto/googleapis/cloud/visualinspection/v1beta1

     1  // Copyright 2020 Google LLC
     2  //
     3  // Licensed under the Apache License, Version 2.0 (the "License");
     4  // you may not use this file except in compliance with the License.
     5  // You may obtain a copy of the License at
     6  //
     7  //     http://www.apache.org/licenses/LICENSE-2.0
     8  //
     9  // Unless required by applicable law or agreed to in writing, software
    10  // distributed under the License is distributed on an "AS IS" BASIS,
    11  // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    12  // See the License for the specific language governing permissions and
    13  // limitations under the License.
    14  
    15  // Code generated by protoc-gen-go. DO NOT EDIT.
    16  // versions:
    17  // 	protoc-gen-go v1.25.0
    18  // 	protoc        v3.13.0
    19  // source: google/cloud/visualinspection/v1beta1/metrics.proto
    20  
    21  package visualinspection
    22  
    23  import (
    24  	reflect "reflect"
    25  	sync "sync"
    26  
    27  	proto "github.com/golang/protobuf/proto"
    28  	_ "google.golang.org/genproto/googleapis/api/annotations"
    29  	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
    30  	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
    31  )
    32  
    33  const (
    34  	// Verify that this generated code is sufficiently up-to-date.
    35  	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
    36  	// Verify that runtime/protoimpl is sufficiently up-to-date.
    37  	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
    38  )
    39  
    40  // This is a compile-time assertion that a sufficiently up-to-date version
    41  // of the legacy proto package is being used.
    42  const _ = proto.ProtoPackageIsVersion4
    43  
    44  // All metrics for the solution.
    45  type Metrics struct {
    46  	state         protoimpl.MessageState
    47  	sizeCache     protoimpl.SizeCache
    48  	unknownFields protoimpl.UnknownFields
    49  
    50  	// Output only. Metrics for the solution at different slices.
    51  	MetricsSlice map[string]*MetricsSlice `protobuf:"bytes,1,rep,name=metrics_slice,json=metricsSlice,proto3" json:"metrics_slice,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
    52  }
    53  
    54  func (x *Metrics) Reset() {
    55  	*x = Metrics{}
    56  	if protoimpl.UnsafeEnabled {
    57  		mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[0]
    58  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
    59  		ms.StoreMessageInfo(mi)
    60  	}
    61  }
    62  
    63  func (x *Metrics) String() string {
    64  	return protoimpl.X.MessageStringOf(x)
    65  }
    66  
    67  func (*Metrics) ProtoMessage() {}
    68  
    69  func (x *Metrics) ProtoReflect() protoreflect.Message {
    70  	mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[0]
    71  	if protoimpl.UnsafeEnabled && x != nil {
    72  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
    73  		if ms.LoadMessageInfo() == nil {
    74  			ms.StoreMessageInfo(mi)
    75  		}
    76  		return ms
    77  	}
    78  	return mi.MessageOf(x)
    79  }
    80  
    81  // Deprecated: Use Metrics.ProtoReflect.Descriptor instead.
    82  func (*Metrics) Descriptor() ([]byte, []int) {
    83  	return file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescGZIP(), []int{0}
    84  }
    85  
    86  func (x *Metrics) GetMetricsSlice() map[string]*MetricsSlice {
    87  	if x != nil {
    88  		return x.MetricsSlice
    89  	}
    90  	return nil
    91  }
    92  
    93  // Metrics at a particular slice.
    94  // A slice can be "pixel" level, "image" level, "component" level, "unit" level,
    95  // and/or "product" level depending on the solution and the input data.
    96  type MetricsSlice struct {
    97  	state         protoimpl.MessageState
    98  	sizeCache     protoimpl.SizeCache
    99  	unknownFields protoimpl.UnknownFields
   100  
   101  	// Output only. The AnnotationSpec which this MetricSlice refers to. It is
   102  	// empty if this MetricSlice aggregates across AnnotationSpecs.
   103  	AnnotationSpec string `protobuf:"bytes,8,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
   104  	// Output only. The AnnotationSpec display name which this MetricSlice refers
   105  	// to. It is empty if this MetricSlice aggregates across AnnotationSpecs.
   106  	DisplayName string `protobuf:"bytes,9,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
   107  	// Output only. The number of examples used to create this evaluation metrics
   108  	// instance.
   109  	EvaluatedExampleCount int32 `protobuf:"varint,10,opt,name=evaluated_example_count,json=evaluatedExampleCount,proto3" json:"evaluated_example_count,omitempty"`
   110  	// Output only. Model metrics across confidence thresholds.
   111  	ConfidenceLevelModelMetrics []*MetricsSlice_ConfidenceLevelModelMetrics `protobuf:"bytes,5,rep,name=confidence_level_model_metrics,json=confidenceLevelModelMetrics,proto3" json:"confidence_level_model_metrics,omitempty"`
   112  	// Output only. Average model metrics.
   113  	AverageModelMetrics *ModelMetrics `protobuf:"bytes,7,opt,name=average_model_metrics,json=averageModelMetrics,proto3" json:"average_model_metrics,omitempty"`
   114  }
   115  
   116  func (x *MetricsSlice) Reset() {
   117  	*x = MetricsSlice{}
   118  	if protoimpl.UnsafeEnabled {
   119  		mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[1]
   120  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   121  		ms.StoreMessageInfo(mi)
   122  	}
   123  }
   124  
   125  func (x *MetricsSlice) String() string {
   126  	return protoimpl.X.MessageStringOf(x)
   127  }
   128  
   129  func (*MetricsSlice) ProtoMessage() {}
   130  
   131  func (x *MetricsSlice) ProtoReflect() protoreflect.Message {
   132  	mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[1]
   133  	if protoimpl.UnsafeEnabled && x != nil {
   134  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   135  		if ms.LoadMessageInfo() == nil {
   136  			ms.StoreMessageInfo(mi)
   137  		}
   138  		return ms
   139  	}
   140  	return mi.MessageOf(x)
   141  }
   142  
   143  // Deprecated: Use MetricsSlice.ProtoReflect.Descriptor instead.
   144  func (*MetricsSlice) Descriptor() ([]byte, []int) {
   145  	return file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescGZIP(), []int{1}
   146  }
   147  
   148  func (x *MetricsSlice) GetAnnotationSpec() string {
   149  	if x != nil {
   150  		return x.AnnotationSpec
   151  	}
   152  	return ""
   153  }
   154  
   155  func (x *MetricsSlice) GetDisplayName() string {
   156  	if x != nil {
   157  		return x.DisplayName
   158  	}
   159  	return ""
   160  }
   161  
   162  func (x *MetricsSlice) GetEvaluatedExampleCount() int32 {
   163  	if x != nil {
   164  		return x.EvaluatedExampleCount
   165  	}
   166  	return 0
   167  }
   168  
   169  func (x *MetricsSlice) GetConfidenceLevelModelMetrics() []*MetricsSlice_ConfidenceLevelModelMetrics {
   170  	if x != nil {
   171  		return x.ConfidenceLevelModelMetrics
   172  	}
   173  	return nil
   174  }
   175  
   176  func (x *MetricsSlice) GetAverageModelMetrics() *ModelMetrics {
   177  	if x != nil {
   178  		return x.AverageModelMetrics
   179  	}
   180  	return nil
   181  }
   182  
   183  // Model metrics which can vary depending on the model. These are not assumed to
   184  // refer to defect states in particular.
   185  type ModelMetrics struct {
   186  	state         protoimpl.MessageState
   187  	sizeCache     protoimpl.SizeCache
   188  	unknownFields protoimpl.UnknownFields
   189  
   190  	// Output only. The false negative rate in the range [0, 1]. This is the rate
   191  	// with which the model incorrectly classifies examples as negative when they
   192  	// are positive. This is consistent with the following definition:
   193  	//
   194  	// https:
   195  	// //en.wikipedia.org/wiki/False_positives_
   196  	// // and_false_negatives#False_positive_and_false_negative_rates.
   197  	FalseNegativeRate float32 `protobuf:"fixed32,1,opt,name=false_negative_rate,json=falseNegativeRate,proto3" json:"false_negative_rate,omitempty"`
   198  	// Output only. The false positive rate in the range [0, 1]. This is the rate
   199  	// with which the model  incorrectly classifies examples as positive when they
   200  	// are negative. This is consistent with the following definition:
   201  	//
   202  	// https:
   203  	// //en.wikipedia.org/wiki/False_positives_
   204  	// // and_false_negatives#False_positive_and_false_negative_rates.
   205  	FalsePositiveRate float32 `protobuf:"fixed32,2,opt,name=false_positive_rate,json=falsePositiveRate,proto3" json:"false_positive_rate,omitempty"`
   206  	// Output only. The precision in the range [0, 1]. Precision measures the
   207  	// ratio of correctly classified examples by the model against all the
   208  	// predictions made by the model. Please see
   209  	// https://en.wikipedia.org/wiki/Precision_and_recall for its definition.
   210  	Precision float32 `protobuf:"fixed32,3,opt,name=precision,proto3" json:"precision,omitempty"`
   211  	// Output only. The recall in the range [0, 1]. Recall measures the ratio of
   212  	// correctly predicted labels by the model against all true examples of that
   213  	// label. Please see https://en.wikipedia.org/wiki/Precision_and_recall for
   214  	// its definition.
   215  	Recall float32 `protobuf:"fixed32,4,opt,name=recall,proto3" json:"recall,omitempty"`
   216  	// Output only. The Intersection over union (IOU) in the range [0, 1]. IOU
   217  	// measures the proportion of label regions that are common between ground
   218  	// truth and model predictions versus their union. Please see
   219  	// https://en.wikipedia.org/wiki/Jaccard_index for its definition.
   220  	Iou float32 `protobuf:"fixed32,5,opt,name=iou,proto3" json:"iou,omitempty"`
   221  	// Output only. The Dice similarity coefficient in the range [0, 1]. Dice
   222  	// similarity coefficient is similar to IOU except that the common label
   223  	// region is weighted twice in the calculation. Please see its definition
   224  	// here: https://en.wikipedia.org/wiki/S%C3%B8rensen%E2%80%93Dice_coefficient
   225  	DiceSimilarityCoefficient float32 `protobuf:"fixed32,6,opt,name=dice_similarity_coefficient,json=diceSimilarityCoefficient,proto3" json:"dice_similarity_coefficient,omitempty"`
   226  	// Output only. Confusion matrix for the classifications.
   227  	// Only present for aggregated metrics.
   228  	ConfusionMatrix *ConfusionMatrix `protobuf:"bytes,7,opt,name=confusion_matrix,json=confusionMatrix,proto3" json:"confusion_matrix,omitempty"`
   229  	// Output only. The average precision in the range [0, 1].
   230  	AveragePrecision float32 `protobuf:"fixed32,8,opt,name=average_precision,json=averagePrecision,proto3" json:"average_precision,omitempty"`
   231  }
   232  
   233  func (x *ModelMetrics) Reset() {
   234  	*x = ModelMetrics{}
   235  	if protoimpl.UnsafeEnabled {
   236  		mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[2]
   237  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   238  		ms.StoreMessageInfo(mi)
   239  	}
   240  }
   241  
   242  func (x *ModelMetrics) String() string {
   243  	return protoimpl.X.MessageStringOf(x)
   244  }
   245  
   246  func (*ModelMetrics) ProtoMessage() {}
   247  
   248  func (x *ModelMetrics) ProtoReflect() protoreflect.Message {
   249  	mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[2]
   250  	if protoimpl.UnsafeEnabled && x != nil {
   251  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   252  		if ms.LoadMessageInfo() == nil {
   253  			ms.StoreMessageInfo(mi)
   254  		}
   255  		return ms
   256  	}
   257  	return mi.MessageOf(x)
   258  }
   259  
   260  // Deprecated: Use ModelMetrics.ProtoReflect.Descriptor instead.
   261  func (*ModelMetrics) Descriptor() ([]byte, []int) {
   262  	return file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescGZIP(), []int{2}
   263  }
   264  
   265  func (x *ModelMetrics) GetFalseNegativeRate() float32 {
   266  	if x != nil {
   267  		return x.FalseNegativeRate
   268  	}
   269  	return 0
   270  }
   271  
   272  func (x *ModelMetrics) GetFalsePositiveRate() float32 {
   273  	if x != nil {
   274  		return x.FalsePositiveRate
   275  	}
   276  	return 0
   277  }
   278  
   279  func (x *ModelMetrics) GetPrecision() float32 {
   280  	if x != nil {
   281  		return x.Precision
   282  	}
   283  	return 0
   284  }
   285  
   286  func (x *ModelMetrics) GetRecall() float32 {
   287  	if x != nil {
   288  		return x.Recall
   289  	}
   290  	return 0
   291  }
   292  
   293  func (x *ModelMetrics) GetIou() float32 {
   294  	if x != nil {
   295  		return x.Iou
   296  	}
   297  	return 0
   298  }
   299  
   300  func (x *ModelMetrics) GetDiceSimilarityCoefficient() float32 {
   301  	if x != nil {
   302  		return x.DiceSimilarityCoefficient
   303  	}
   304  	return 0
   305  }
   306  
   307  func (x *ModelMetrics) GetConfusionMatrix() *ConfusionMatrix {
   308  	if x != nil {
   309  		return x.ConfusionMatrix
   310  	}
   311  	return nil
   312  }
   313  
   314  func (x *ModelMetrics) GetAveragePrecision() float32 {
   315  	if x != nil {
   316  		return x.AveragePrecision
   317  	}
   318  	return 0
   319  }
   320  
   321  // Confusion matrix across different class labels (if present).
   322  type ConfusionMatrix struct {
   323  	state         protoimpl.MessageState
   324  	sizeCache     protoimpl.SizeCache
   325  	unknownFields protoimpl.UnknownFields
   326  
   327  	// Output only. Counts of items across slices.
   328  	// For example, rows[i][j].count indicate the count for class_labels[i] as
   329  	// present in ground truth versus class_labels[j] as predicted by the model.
   330  	// The number of rows is the same as individual number of "counts" in a Row as
   331  	// well as the number of class_labels. So if the number of class_labels is n,
   332  	// then rows count is n as well as each rows.count has also count n.
   333  	Rows []*ConfusionMatrix_Row `protobuf:"bytes,1,rep,name=rows,proto3" json:"rows,omitempty"`
   334  	// Output only. Class labels as the rows/columns of the confusion matrix.
   335  	ClassLabels []string `protobuf:"bytes,2,rep,name=class_labels,json=classLabels,proto3" json:"class_labels,omitempty"`
   336  	// Output only. Class AnnotationSpecs as the rows/columns of the confusion
   337  	// matrix.
   338  	AnnotationSpecs []string `protobuf:"bytes,3,rep,name=annotation_specs,json=annotationSpecs,proto3" json:"annotation_specs,omitempty"`
   339  }
   340  
   341  func (x *ConfusionMatrix) Reset() {
   342  	*x = ConfusionMatrix{}
   343  	if protoimpl.UnsafeEnabled {
   344  		mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[3]
   345  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   346  		ms.StoreMessageInfo(mi)
   347  	}
   348  }
   349  
   350  func (x *ConfusionMatrix) String() string {
   351  	return protoimpl.X.MessageStringOf(x)
   352  }
   353  
   354  func (*ConfusionMatrix) ProtoMessage() {}
   355  
   356  func (x *ConfusionMatrix) ProtoReflect() protoreflect.Message {
   357  	mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[3]
   358  	if protoimpl.UnsafeEnabled && x != nil {
   359  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   360  		if ms.LoadMessageInfo() == nil {
   361  			ms.StoreMessageInfo(mi)
   362  		}
   363  		return ms
   364  	}
   365  	return mi.MessageOf(x)
   366  }
   367  
   368  // Deprecated: Use ConfusionMatrix.ProtoReflect.Descriptor instead.
   369  func (*ConfusionMatrix) Descriptor() ([]byte, []int) {
   370  	return file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescGZIP(), []int{3}
   371  }
   372  
   373  func (x *ConfusionMatrix) GetRows() []*ConfusionMatrix_Row {
   374  	if x != nil {
   375  		return x.Rows
   376  	}
   377  	return nil
   378  }
   379  
   380  func (x *ConfusionMatrix) GetClassLabels() []string {
   381  	if x != nil {
   382  		return x.ClassLabels
   383  	}
   384  	return nil
   385  }
   386  
   387  func (x *ConfusionMatrix) GetAnnotationSpecs() []string {
   388  	if x != nil {
   389  		return x.AnnotationSpecs
   390  	}
   391  	return nil
   392  }
   393  
   394  // Model metrics at a specific threshold.
   395  type MetricsSlice_ConfidenceLevelModelMetrics struct {
   396  	state         protoimpl.MessageState
   397  	sizeCache     protoimpl.SizeCache
   398  	unknownFields protoimpl.UnknownFields
   399  
   400  	// Output only. Model metrics.
   401  	ModelMetrics *ModelMetrics `protobuf:"bytes,1,opt,name=model_metrics,json=modelMetrics,proto3" json:"model_metrics,omitempty"`
   402  	// Output only. Confidence threshold in the range [0, 1].
   403  	ConfidenceThreshold float32 `protobuf:"fixed32,2,opt,name=confidence_threshold,json=confidenceThreshold,proto3" json:"confidence_threshold,omitempty"`
   404  	// Output only. Pixel level confidence threshold in the range [0, 1].
   405  	PixelConfidenceThreshold float32 `protobuf:"fixed32,3,opt,name=pixel_confidence_threshold,json=pixelConfidenceThreshold,proto3" json:"pixel_confidence_threshold,omitempty"`
   406  	// Output only. Cluster distance threshold in the range [0, 1] normalized by
   407  	// the diagonal length of the image.
   408  	ClusterDistanceThreshold float32 `protobuf:"fixed32,4,opt,name=cluster_distance_threshold,json=clusterDistanceThreshold,proto3" json:"cluster_distance_threshold,omitempty"`
   409  }
   410  
   411  func (x *MetricsSlice_ConfidenceLevelModelMetrics) Reset() {
   412  	*x = MetricsSlice_ConfidenceLevelModelMetrics{}
   413  	if protoimpl.UnsafeEnabled {
   414  		mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[5]
   415  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   416  		ms.StoreMessageInfo(mi)
   417  	}
   418  }
   419  
   420  func (x *MetricsSlice_ConfidenceLevelModelMetrics) String() string {
   421  	return protoimpl.X.MessageStringOf(x)
   422  }
   423  
   424  func (*MetricsSlice_ConfidenceLevelModelMetrics) ProtoMessage() {}
   425  
   426  func (x *MetricsSlice_ConfidenceLevelModelMetrics) ProtoReflect() protoreflect.Message {
   427  	mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[5]
   428  	if protoimpl.UnsafeEnabled && x != nil {
   429  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   430  		if ms.LoadMessageInfo() == nil {
   431  			ms.StoreMessageInfo(mi)
   432  		}
   433  		return ms
   434  	}
   435  	return mi.MessageOf(x)
   436  }
   437  
   438  // Deprecated: Use MetricsSlice_ConfidenceLevelModelMetrics.ProtoReflect.Descriptor instead.
   439  func (*MetricsSlice_ConfidenceLevelModelMetrics) Descriptor() ([]byte, []int) {
   440  	return file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescGZIP(), []int{1, 0}
   441  }
   442  
   443  func (x *MetricsSlice_ConfidenceLevelModelMetrics) GetModelMetrics() *ModelMetrics {
   444  	if x != nil {
   445  		return x.ModelMetrics
   446  	}
   447  	return nil
   448  }
   449  
   450  func (x *MetricsSlice_ConfidenceLevelModelMetrics) GetConfidenceThreshold() float32 {
   451  	if x != nil {
   452  		return x.ConfidenceThreshold
   453  	}
   454  	return 0
   455  }
   456  
   457  func (x *MetricsSlice_ConfidenceLevelModelMetrics) GetPixelConfidenceThreshold() float32 {
   458  	if x != nil {
   459  		return x.PixelConfidenceThreshold
   460  	}
   461  	return 0
   462  }
   463  
   464  func (x *MetricsSlice_ConfidenceLevelModelMetrics) GetClusterDistanceThreshold() float32 {
   465  	if x != nil {
   466  		return x.ClusterDistanceThreshold
   467  	}
   468  	return 0
   469  }
   470  
   471  // Individual row for the confusion matrix.
   472  type ConfusionMatrix_Row struct {
   473  	state         protoimpl.MessageState
   474  	sizeCache     protoimpl.SizeCache
   475  	unknownFields protoimpl.UnknownFields
   476  
   477  	// Output only. Count of items in a "slice" classified at a particular
   478  	// class_label in the ground truth versus that classified by the solution.
   479  	Count []int64 `protobuf:"varint,1,rep,packed,name=count,proto3" json:"count,omitempty"`
   480  }
   481  
   482  func (x *ConfusionMatrix_Row) Reset() {
   483  	*x = ConfusionMatrix_Row{}
   484  	if protoimpl.UnsafeEnabled {
   485  		mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[6]
   486  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   487  		ms.StoreMessageInfo(mi)
   488  	}
   489  }
   490  
   491  func (x *ConfusionMatrix_Row) String() string {
   492  	return protoimpl.X.MessageStringOf(x)
   493  }
   494  
   495  func (*ConfusionMatrix_Row) ProtoMessage() {}
   496  
   497  func (x *ConfusionMatrix_Row) ProtoReflect() protoreflect.Message {
   498  	mi := &file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[6]
   499  	if protoimpl.UnsafeEnabled && x != nil {
   500  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   501  		if ms.LoadMessageInfo() == nil {
   502  			ms.StoreMessageInfo(mi)
   503  		}
   504  		return ms
   505  	}
   506  	return mi.MessageOf(x)
   507  }
   508  
   509  // Deprecated: Use ConfusionMatrix_Row.ProtoReflect.Descriptor instead.
   510  func (*ConfusionMatrix_Row) Descriptor() ([]byte, []int) {
   511  	return file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescGZIP(), []int{3, 0}
   512  }
   513  
   514  func (x *ConfusionMatrix_Row) GetCount() []int64 {
   515  	if x != nil {
   516  		return x.Count
   517  	}
   518  	return nil
   519  }
   520  
   521  var File_google_cloud_visualinspection_v1beta1_metrics_proto protoreflect.FileDescriptor
   522  
   523  var file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDesc = []byte{
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   653  	0x6f, 0x33,
   654  }
   655  
   656  var (
   657  	file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescOnce sync.Once
   658  	file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescData = file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDesc
   659  )
   660  
   661  func file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescGZIP() []byte {
   662  	file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescOnce.Do(func() {
   663  		file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescData)
   664  	})
   665  	return file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDescData
   666  }
   667  
   668  var file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes = make([]protoimpl.MessageInfo, 7)
   669  var file_google_cloud_visualinspection_v1beta1_metrics_proto_goTypes = []interface{}{
   670  	(*Metrics)(nil),         // 0: google.cloud.visualinspection.v1beta1.Metrics
   671  	(*MetricsSlice)(nil),    // 1: google.cloud.visualinspection.v1beta1.MetricsSlice
   672  	(*ModelMetrics)(nil),    // 2: google.cloud.visualinspection.v1beta1.ModelMetrics
   673  	(*ConfusionMatrix)(nil), // 3: google.cloud.visualinspection.v1beta1.ConfusionMatrix
   674  	nil,                     // 4: google.cloud.visualinspection.v1beta1.Metrics.MetricsSliceEntry
   675  	(*MetricsSlice_ConfidenceLevelModelMetrics)(nil), // 5: google.cloud.visualinspection.v1beta1.MetricsSlice.ConfidenceLevelModelMetrics
   676  	(*ConfusionMatrix_Row)(nil),                      // 6: google.cloud.visualinspection.v1beta1.ConfusionMatrix.Row
   677  }
   678  var file_google_cloud_visualinspection_v1beta1_metrics_proto_depIdxs = []int32{
   679  	4, // 0: google.cloud.visualinspection.v1beta1.Metrics.metrics_slice:type_name -> google.cloud.visualinspection.v1beta1.Metrics.MetricsSliceEntry
   680  	5, // 1: google.cloud.visualinspection.v1beta1.MetricsSlice.confidence_level_model_metrics:type_name -> google.cloud.visualinspection.v1beta1.MetricsSlice.ConfidenceLevelModelMetrics
   681  	2, // 2: google.cloud.visualinspection.v1beta1.MetricsSlice.average_model_metrics:type_name -> google.cloud.visualinspection.v1beta1.ModelMetrics
   682  	3, // 3: google.cloud.visualinspection.v1beta1.ModelMetrics.confusion_matrix:type_name -> google.cloud.visualinspection.v1beta1.ConfusionMatrix
   683  	6, // 4: google.cloud.visualinspection.v1beta1.ConfusionMatrix.rows:type_name -> google.cloud.visualinspection.v1beta1.ConfusionMatrix.Row
   684  	1, // 5: google.cloud.visualinspection.v1beta1.Metrics.MetricsSliceEntry.value:type_name -> google.cloud.visualinspection.v1beta1.MetricsSlice
   685  	2, // 6: google.cloud.visualinspection.v1beta1.MetricsSlice.ConfidenceLevelModelMetrics.model_metrics:type_name -> google.cloud.visualinspection.v1beta1.ModelMetrics
   686  	7, // [7:7] is the sub-list for method output_type
   687  	7, // [7:7] is the sub-list for method input_type
   688  	7, // [7:7] is the sub-list for extension type_name
   689  	7, // [7:7] is the sub-list for extension extendee
   690  	0, // [0:7] is the sub-list for field type_name
   691  }
   692  
   693  func init() { file_google_cloud_visualinspection_v1beta1_metrics_proto_init() }
   694  func file_google_cloud_visualinspection_v1beta1_metrics_proto_init() {
   695  	if File_google_cloud_visualinspection_v1beta1_metrics_proto != nil {
   696  		return
   697  	}
   698  	if !protoimpl.UnsafeEnabled {
   699  		file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
   700  			switch v := v.(*Metrics); i {
   701  			case 0:
   702  				return &v.state
   703  			case 1:
   704  				return &v.sizeCache
   705  			case 2:
   706  				return &v.unknownFields
   707  			default:
   708  				return nil
   709  			}
   710  		}
   711  		file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
   712  			switch v := v.(*MetricsSlice); i {
   713  			case 0:
   714  				return &v.state
   715  			case 1:
   716  				return &v.sizeCache
   717  			case 2:
   718  				return &v.unknownFields
   719  			default:
   720  				return nil
   721  			}
   722  		}
   723  		file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
   724  			switch v := v.(*ModelMetrics); i {
   725  			case 0:
   726  				return &v.state
   727  			case 1:
   728  				return &v.sizeCache
   729  			case 2:
   730  				return &v.unknownFields
   731  			default:
   732  				return nil
   733  			}
   734  		}
   735  		file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
   736  			switch v := v.(*ConfusionMatrix); i {
   737  			case 0:
   738  				return &v.state
   739  			case 1:
   740  				return &v.sizeCache
   741  			case 2:
   742  				return &v.unknownFields
   743  			default:
   744  				return nil
   745  			}
   746  		}
   747  		file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
   748  			switch v := v.(*MetricsSlice_ConfidenceLevelModelMetrics); i {
   749  			case 0:
   750  				return &v.state
   751  			case 1:
   752  				return &v.sizeCache
   753  			case 2:
   754  				return &v.unknownFields
   755  			default:
   756  				return nil
   757  			}
   758  		}
   759  		file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
   760  			switch v := v.(*ConfusionMatrix_Row); i {
   761  			case 0:
   762  				return &v.state
   763  			case 1:
   764  				return &v.sizeCache
   765  			case 2:
   766  				return &v.unknownFields
   767  			default:
   768  				return nil
   769  			}
   770  		}
   771  	}
   772  	type x struct{}
   773  	out := protoimpl.TypeBuilder{
   774  		File: protoimpl.DescBuilder{
   775  			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
   776  			RawDescriptor: file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDesc,
   777  			NumEnums:      0,
   778  			NumMessages:   7,
   779  			NumExtensions: 0,
   780  			NumServices:   0,
   781  		},
   782  		GoTypes:           file_google_cloud_visualinspection_v1beta1_metrics_proto_goTypes,
   783  		DependencyIndexes: file_google_cloud_visualinspection_v1beta1_metrics_proto_depIdxs,
   784  		MessageInfos:      file_google_cloud_visualinspection_v1beta1_metrics_proto_msgTypes,
   785  	}.Build()
   786  	File_google_cloud_visualinspection_v1beta1_metrics_proto = out.File
   787  	file_google_cloud_visualinspection_v1beta1_metrics_proto_rawDesc = nil
   788  	file_google_cloud_visualinspection_v1beta1_metrics_proto_goTypes = nil
   789  	file_google_cloud_visualinspection_v1beta1_metrics_proto_depIdxs = nil
   790  }
   791  

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