featurespb_test.go

// Code generated by protoc-gen-gogo. DO NOT EDIT.
// source: features.proto

package dlframework

import (
	fmt "fmt"
	_ "github.com/gogo/protobuf/gogoproto"
	github_com_gogo_protobuf_jsonpb "github.com/gogo/protobuf/jsonpb"
	github_com_gogo_protobuf_proto "github.com/gogo/protobuf/proto"
	proto "github.com/gogo/protobuf/proto"
	golang_proto "github.com/golang/protobuf/proto"
	go_parser "go/parser"
	math "math"
	math_rand "math/rand"
	testing "testing"
	time "time"
)

// Reference imports to suppress errors if they are not otherwise used.
var _ = proto.Marshal
var _ = golang_proto.Marshal
var _ = fmt.Errorf
var _ = math.Inf

func TestImageProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImage(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Image{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestImageMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImage(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Image{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkImageProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Image, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedImage(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkImageProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedImage(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &Image{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestRawImageProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRawImage(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &RawImage{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestRawImageMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRawImage(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &RawImage{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkRawImageProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*RawImage, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedRawImage(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkRawImageProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedRawImage(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &RawImage{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestClassificationProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedClassification(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Classification{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestClassificationMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedClassification(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Classification{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkClassificationProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Classification, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedClassification(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkClassificationProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedClassification(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &Classification{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestBoundingBoxProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedBoundingBox(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &BoundingBox{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestBoundingBoxMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedBoundingBox(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &BoundingBox{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkBoundingBoxProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*BoundingBox, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedBoundingBox(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkBoundingBoxProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedBoundingBox(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &BoundingBox{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestSemanticSegmentProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedSemanticSegment(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &SemanticSegment{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestSemanticSegmentMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedSemanticSegment(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &SemanticSegment{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkSemanticSegmentProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*SemanticSegment, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedSemanticSegment(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkSemanticSegmentProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedSemanticSegment(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &SemanticSegment{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestInstanceSegmentProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedInstanceSegment(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &InstanceSegment{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestInstanceSegmentMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedInstanceSegment(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &InstanceSegment{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkInstanceSegmentProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*InstanceSegment, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedInstanceSegment(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkInstanceSegmentProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedInstanceSegment(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &InstanceSegment{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestGeoLocationProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeoLocation(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &GeoLocation{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestGeoLocationMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeoLocation(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &GeoLocation{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkGeoLocationProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*GeoLocation, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedGeoLocation(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkGeoLocationProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedGeoLocation(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &GeoLocation{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestRegionProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRegion(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Region{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestRegionMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRegion(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Region{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkRegionProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Region, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedRegion(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkRegionProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedRegion(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &Region{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestTextProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedText(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Text{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestTextMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedText(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Text{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkTextProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Text, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedText(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkTextProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedText(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &Text{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestAudioProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedAudio(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Audio{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestAudioMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedAudio(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Audio{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkAudioProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Audio, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedAudio(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkAudioProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedAudio(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &Audio{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestGeneralProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeneral(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &General{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestGeneralMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeneral(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &General{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkGeneralProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*General, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedGeneral(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkGeneralProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedGeneral(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &General{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestRawProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRaw(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Raw{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestRawMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRaw(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Raw{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkRawProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Raw, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedRaw(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkRawProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedRaw(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &Raw{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestFeatureProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeature(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Feature{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	littlefuzz := make([]byte, len(dAtA))
	copy(littlefuzz, dAtA)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
	if len(littlefuzz) > 0 {
		fuzzamount := 100
		for i := 0; i < fuzzamount; i++ {
			littlefuzz[popr.Intn(len(littlefuzz))] = byte(popr.Intn(256))
			littlefuzz = append(littlefuzz, byte(popr.Intn(256)))
		}
		// shouldn't panic
		_ = github_com_gogo_protobuf_proto.Unmarshal(littlefuzz, msg)
	}
}

func TestFeatureMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeature(popr, false)
	size := p.Size()
	dAtA := make([]byte, size)
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	_, err := p.MarshalTo(dAtA)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Feature{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	for i := range dAtA {
		dAtA[i] = byte(popr.Intn(256))
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func BenchmarkFeatureProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Feature, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedFeature(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(pops[i%10000])
		if err != nil {
			panic(err)
		}
		total += len(dAtA)
	}
	b.SetBytes(int64(total / b.N))
}

func BenchmarkFeatureProtoUnmarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	datas := make([][]byte, 10000)
	for i := 0; i < 10000; i++ {
		dAtA, err := github_com_gogo_protobuf_proto.Marshal(NewPopulatedFeature(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &Feature{}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += len(datas[i%10000])
		if err := github_com_gogo_protobuf_proto.Unmarshal(datas[i%10000], msg); err != nil {
			panic(err)
		}
	}
	b.SetBytes(int64(total / b.N))
}

func TestImageJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImage(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Image{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestRawImageJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRawImage(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &RawImage{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestClassificationJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedClassification(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Classification{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestBoundingBoxJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedBoundingBox(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &BoundingBox{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestSemanticSegmentJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedSemanticSegment(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &SemanticSegment{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestInstanceSegmentJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedInstanceSegment(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &InstanceSegment{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestGeoLocationJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeoLocation(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &GeoLocation{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestRegionJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRegion(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Region{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestTextJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedText(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Text{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestAudioJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedAudio(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Audio{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestGeneralJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeneral(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &General{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestRawJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRaw(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Raw{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestFeatureJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeature(popr, true)
	marshaler := github_com_gogo_protobuf_jsonpb.Marshaler{}
	jsondata, err := marshaler.MarshalToString(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Feature{}
	err = github_com_gogo_protobuf_jsonpb.UnmarshalString(jsondata, msg)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Json Equal %#v", seed, msg, p)
	}
}
func TestImageProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImage(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &Image{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestImageProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImage(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &Image{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestRawImageProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRawImage(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &RawImage{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestRawImageProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRawImage(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &RawImage{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestClassificationProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedClassification(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &Classification{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestClassificationProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedClassification(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &Classification{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestBoundingBoxProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedBoundingBox(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &BoundingBox{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestBoundingBoxProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedBoundingBox(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &BoundingBox{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestSemanticSegmentProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedSemanticSegment(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &SemanticSegment{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestSemanticSegmentProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedSemanticSegment(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &SemanticSegment{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestInstanceSegmentProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedInstanceSegment(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &InstanceSegment{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestInstanceSegmentProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedInstanceSegment(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &InstanceSegment{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestGeoLocationProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeoLocation(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &GeoLocation{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestGeoLocationProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeoLocation(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &GeoLocation{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestRegionProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRegion(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &Region{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestRegionProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRegion(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &Region{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestTextProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedText(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &Text{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestTextProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedText(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &Text{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestAudioProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedAudio(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &Audio{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestAudioProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedAudio(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &Audio{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestGeneralProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeneral(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &General{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestGeneralProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeneral(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &General{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestRawProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRaw(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &Raw{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestRawProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRaw(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &Raw{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestFeatureProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeature(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &Feature{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestFeatureProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeature(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &Feature{}
	if err := github_com_gogo_protobuf_proto.UnmarshalText(dAtA, msg); err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("seed = %d, %#v !VerboseProto %#v, since %v", seed, msg, p, err)
	}
	if !p.Equal(msg) {
		t.Fatalf("seed = %d, %#v !Proto %#v", seed, msg, p)
	}
}

func TestFeaturesDescription(t *testing.T) {
	FeaturesDescription()
}
func TestImageVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedImage(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &Image{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestRawImageVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedRawImage(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &RawImage{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestClassificationVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedClassification(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &Classification{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestBoundingBoxVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedBoundingBox(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &BoundingBox{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestSemanticSegmentVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedSemanticSegment(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &SemanticSegment{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestInstanceSegmentVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedInstanceSegment(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &InstanceSegment{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestGeoLocationVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedGeoLocation(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &GeoLocation{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestRegionVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedRegion(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &Region{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestTextVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedText(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &Text{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestAudioVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedAudio(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &Audio{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestGeneralVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedGeneral(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &General{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestRawVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedRaw(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &Raw{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestFeatureVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedFeature(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &Feature{}
	if err := github_com_gogo_protobuf_proto.Unmarshal(dAtA, msg); err != nil {
		panic(err)
	}
	if err := p.VerboseEqual(msg); err != nil {
		t.Fatalf("%#v !VerboseEqual %#v, since %v", msg, p, err)
	}
}
func TestImageGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedImage(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestRawImageGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedRawImage(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestClassificationGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedClassification(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestBoundingBoxGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedBoundingBox(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestSemanticSegmentGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedSemanticSegment(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestInstanceSegmentGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedInstanceSegment(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestGeoLocationGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedGeoLocation(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestRegionGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedRegion(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestTextGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedText(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestAudioGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedAudio(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestGeneralGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedGeneral(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestRawGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedRaw(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestFeatureGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedFeature(popr, false)
	s1 := p.GoString()
	s2 := fmt.Sprintf("%#v", p)
	if s1 != s2 {
		t.Fatalf("GoString want %v got %v", s1, s2)
	}
	_, err := go_parser.ParseExpr(s1)
	if err != nil {
		t.Fatal(err)
	}
}
func TestImageSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImage(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkImageSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Image, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedImage(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestRawImageSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRawImage(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkRawImageSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*RawImage, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedRawImage(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestClassificationSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedClassification(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkClassificationSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Classification, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedClassification(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestBoundingBoxSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedBoundingBox(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkBoundingBoxSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*BoundingBox, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedBoundingBox(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestSemanticSegmentSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedSemanticSegment(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkSemanticSegmentSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*SemanticSegment, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedSemanticSegment(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestInstanceSegmentSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedInstanceSegment(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkInstanceSegmentSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*InstanceSegment, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedInstanceSegment(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestGeoLocationSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeoLocation(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkGeoLocationSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*GeoLocation, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedGeoLocation(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestRegionSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRegion(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkRegionSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Region, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedRegion(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestTextSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedText(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkTextSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Text, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedText(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestAudioSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedAudio(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkAudioSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Audio, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedAudio(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestGeneralSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGeneral(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkGeneralSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*General, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedGeneral(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestRawSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedRaw(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkRawSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Raw, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedRaw(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestFeatureSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeature(popr, true)
	size2 := github_com_gogo_protobuf_proto.Size(p)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	size := p.Size()
	if len(dAtA) != size {
		t.Errorf("seed = %d, size %v != marshalled size %v", seed, size, len(dAtA))
	}
	if size2 != size {
		t.Errorf("seed = %d, size %v != before marshal proto.Size %v", seed, size, size2)
	}
	size3 := github_com_gogo_protobuf_proto.Size(p)
	if size3 != size {
		t.Errorf("seed = %d, size %v != after marshal proto.Size %v", seed, size, size3)
	}
}

func BenchmarkFeatureSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Feature, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedFeature(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestImageStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedImage(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestRawImageStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedRawImage(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestClassificationStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedClassification(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestBoundingBoxStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedBoundingBox(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestSemanticSegmentStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedSemanticSegment(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestInstanceSegmentStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedInstanceSegment(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestGeoLocationStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedGeoLocation(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestRegionStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedRegion(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestTextStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedText(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestAudioStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedAudio(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestGeneralStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedGeneral(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestRawStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedRaw(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestFeatureStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedFeature(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}

//These tests are generated by github.com/gogo/protobuf/plugin/testgen