predictorpb_test.go

// Code generated by protoc-gen-gogo. DO NOT EDIT.
// source: predictor.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"
	_ "google.golang.org/genproto/googleapis/api/annotations"
	_ "google.golang.org/protobuf/types/known/durationpb"
	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 TestCPUOptionsProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedCPUOptions(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &CPUOptions{}
	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 TestCPUOptionsMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedCPUOptions(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 := &CPUOptions{}
	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 BenchmarkCPUOptionsProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*CPUOptions, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedCPUOptions(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 BenchmarkCPUOptionsProtoUnmarshal(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(NewPopulatedCPUOptions(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &CPUOptions{}
	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 TestGPUOptionsProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGPUOptions(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &GPUOptions{}
	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 TestGPUOptionsMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGPUOptions(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 := &GPUOptions{}
	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 BenchmarkGPUOptionsProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*GPUOptions, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedGPUOptions(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 BenchmarkGPUOptionsProtoUnmarshal(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(NewPopulatedGPUOptions(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &GPUOptions{}
	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 TestTraceIDProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTraceID(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &TraceID{}
	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 TestTraceIDMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTraceID(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 := &TraceID{}
	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 BenchmarkTraceIDProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*TraceID, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedTraceID(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 BenchmarkTraceIDProtoUnmarshal(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(NewPopulatedTraceID(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &TraceID{}
	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 TestExecutionOptionsProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedExecutionOptions(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &ExecutionOptions{}
	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 TestExecutionOptionsMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedExecutionOptions(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 := &ExecutionOptions{}
	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 BenchmarkExecutionOptionsProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*ExecutionOptions, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedExecutionOptions(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 BenchmarkExecutionOptionsProtoUnmarshal(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(NewPopulatedExecutionOptions(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &ExecutionOptions{}
	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 TestPredictionOptionsProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictionOptions(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &PredictionOptions{}
	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 TestPredictionOptionsMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictionOptions(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 := &PredictionOptions{}
	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 BenchmarkPredictionOptionsProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*PredictionOptions, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedPredictionOptions(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 BenchmarkPredictionOptionsProtoUnmarshal(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(NewPopulatedPredictionOptions(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &PredictionOptions{}
	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 TestPredictorOpenRequestProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorOpenRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &PredictorOpenRequest{}
	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 TestPredictorOpenRequestMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorOpenRequest(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 := &PredictorOpenRequest{}
	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 BenchmarkPredictorOpenRequestProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*PredictorOpenRequest, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedPredictorOpenRequest(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 BenchmarkPredictorOpenRequestProtoUnmarshal(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(NewPopulatedPredictorOpenRequest(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &PredictorOpenRequest{}
	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 TestPredictorCloseRequestProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &PredictorCloseRequest{}
	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 TestPredictorCloseRequestMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseRequest(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 := &PredictorCloseRequest{}
	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 BenchmarkPredictorCloseRequestProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*PredictorCloseRequest, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedPredictorCloseRequest(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 BenchmarkPredictorCloseRequestProtoUnmarshal(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(NewPopulatedPredictorCloseRequest(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &PredictorCloseRequest{}
	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 TestPredictorCloseResponseProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseResponse(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &PredictorCloseResponse{}
	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 TestPredictorCloseResponseMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseResponse(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 := &PredictorCloseResponse{}
	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 BenchmarkPredictorCloseResponseProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*PredictorCloseResponse, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedPredictorCloseResponse(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 BenchmarkPredictorCloseResponseProtoUnmarshal(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(NewPopulatedPredictorCloseResponse(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &PredictorCloseResponse{}
	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 TestPredictorProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictor(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &Predictor{}
	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 TestPredictorMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictor(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 := &Predictor{}
	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 BenchmarkPredictorProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Predictor, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedPredictor(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 BenchmarkPredictorProtoUnmarshal(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(NewPopulatedPredictor(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &Predictor{}
	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 TestURLsRequestProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &URLsRequest{}
	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 TestURLsRequestMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest(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 := &URLsRequest{}
	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 BenchmarkURLsRequestProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*URLsRequest, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedURLsRequest(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 BenchmarkURLsRequestProtoUnmarshal(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(NewPopulatedURLsRequest(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &URLsRequest{}
	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 TestURLsRequest_URLProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest_URL(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &URLsRequest_URL{}
	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 TestURLsRequest_URLMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest_URL(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 := &URLsRequest_URL{}
	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 BenchmarkURLsRequest_URLProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*URLsRequest_URL, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedURLsRequest_URL(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 BenchmarkURLsRequest_URLProtoUnmarshal(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(NewPopulatedURLsRequest_URL(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &URLsRequest_URL{}
	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 TestImagesRequestProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImagesRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &ImagesRequest{}
	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 TestImagesRequestMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImagesRequest(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 := &ImagesRequest{}
	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 BenchmarkImagesRequestProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*ImagesRequest, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedImagesRequest(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 BenchmarkImagesRequestProtoUnmarshal(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(NewPopulatedImagesRequest(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &ImagesRequest{}
	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 TestTextRequestProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTextRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &TextRequest{}
	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 TestTextRequestMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTextRequest(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 := &TextRequest{}
	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 BenchmarkTextRequestProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*TextRequest, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedTextRequest(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 BenchmarkTextRequestProtoUnmarshal(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(NewPopulatedTextRequest(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &TextRequest{}
	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 TestDatasetRequestProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &DatasetRequest{}
	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 TestDatasetRequestMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest(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 := &DatasetRequest{}
	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 BenchmarkDatasetRequestProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*DatasetRequest, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedDatasetRequest(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 BenchmarkDatasetRequestProtoUnmarshal(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(NewPopulatedDatasetRequest(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &DatasetRequest{}
	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 TestDatasetRequest_DatasetProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest_Dataset(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &DatasetRequest_Dataset{}
	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 TestDatasetRequest_DatasetMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest_Dataset(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 := &DatasetRequest_Dataset{}
	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 BenchmarkDatasetRequest_DatasetProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*DatasetRequest_Dataset, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedDatasetRequest_Dataset(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 BenchmarkDatasetRequest_DatasetProtoUnmarshal(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(NewPopulatedDatasetRequest_Dataset(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &DatasetRequest_Dataset{}
	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 TestFeatureResponseProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeatureResponse(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &FeatureResponse{}
	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 TestFeatureResponseMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeatureResponse(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 := &FeatureResponse{}
	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 BenchmarkFeatureResponseProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*FeatureResponse, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedFeatureResponse(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 BenchmarkFeatureResponseProtoUnmarshal(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(NewPopulatedFeatureResponse(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &FeatureResponse{}
	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 TestFeaturesResponseProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeaturesResponse(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &FeaturesResponse{}
	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 TestFeaturesResponseMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeaturesResponse(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 := &FeaturesResponse{}
	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 BenchmarkFeaturesResponseProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*FeaturesResponse, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedFeaturesResponse(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 BenchmarkFeaturesResponseProtoUnmarshal(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(NewPopulatedFeaturesResponse(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &FeaturesResponse{}
	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 TestResetRequestProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &ResetRequest{}
	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 TestResetRequestMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetRequest(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 := &ResetRequest{}
	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 BenchmarkResetRequestProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*ResetRequest, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedResetRequest(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 BenchmarkResetRequestProtoUnmarshal(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(NewPopulatedResetRequest(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &ResetRequest{}
	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 TestResetResponseProto(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetResponse(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		t.Fatalf("seed = %d, err = %v", seed, err)
	}
	msg := &ResetResponse{}
	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 TestResetResponseMarshalTo(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetResponse(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 := &ResetResponse{}
	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 BenchmarkResetResponseProtoMarshal(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*ResetResponse, 10000)
	for i := 0; i < 10000; i++ {
		pops[i] = NewPopulatedResetResponse(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 BenchmarkResetResponseProtoUnmarshal(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(NewPopulatedResetResponse(popr, false))
		if err != nil {
			panic(err)
		}
		datas[i] = dAtA
	}
	msg := &ResetResponse{}
	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 TestCPUOptionsJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedCPUOptions(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 := &CPUOptions{}
	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 TestGPUOptionsJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGPUOptions(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 := &GPUOptions{}
	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 TestTraceIDJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTraceID(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 := &TraceID{}
	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 TestExecutionOptionsJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedExecutionOptions(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 := &ExecutionOptions{}
	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 TestPredictionOptionsJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictionOptions(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 := &PredictionOptions{}
	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 TestPredictorOpenRequestJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorOpenRequest(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 := &PredictorOpenRequest{}
	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 TestPredictorCloseRequestJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseRequest(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 := &PredictorCloseRequest{}
	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 TestPredictorCloseResponseJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseResponse(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 := &PredictorCloseResponse{}
	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 TestPredictorJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictor(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 := &Predictor{}
	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 TestURLsRequestJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest(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 := &URLsRequest{}
	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 TestURLsRequest_URLJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest_URL(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 := &URLsRequest_URL{}
	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 TestImagesRequestJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImagesRequest(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 := &ImagesRequest{}
	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 TestTextRequestJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTextRequest(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 := &TextRequest{}
	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 TestDatasetRequestJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest(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 := &DatasetRequest{}
	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 TestDatasetRequest_DatasetJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest_Dataset(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 := &DatasetRequest_Dataset{}
	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 TestFeatureResponseJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeatureResponse(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 := &FeatureResponse{}
	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 TestFeaturesResponseJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeaturesResponse(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 := &FeaturesResponse{}
	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 TestResetRequestJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetRequest(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 := &ResetRequest{}
	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 TestResetResponseJSON(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetResponse(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 := &ResetResponse{}
	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 TestCPUOptionsProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedCPUOptions(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &CPUOptions{}
	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 TestCPUOptionsProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedCPUOptions(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &CPUOptions{}
	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 TestGPUOptionsProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGPUOptions(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &GPUOptions{}
	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 TestGPUOptionsProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGPUOptions(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &GPUOptions{}
	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 TestTraceIDProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTraceID(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &TraceID{}
	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 TestTraceIDProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTraceID(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &TraceID{}
	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 TestExecutionOptionsProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedExecutionOptions(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &ExecutionOptions{}
	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 TestExecutionOptionsProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedExecutionOptions(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &ExecutionOptions{}
	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 TestPredictionOptionsProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictionOptions(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &PredictionOptions{}
	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 TestPredictionOptionsProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictionOptions(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &PredictionOptions{}
	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 TestPredictorOpenRequestProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorOpenRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &PredictorOpenRequest{}
	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 TestPredictorOpenRequestProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorOpenRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &PredictorOpenRequest{}
	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 TestPredictorCloseRequestProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &PredictorCloseRequest{}
	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 TestPredictorCloseRequestProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &PredictorCloseRequest{}
	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 TestPredictorCloseResponseProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseResponse(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &PredictorCloseResponse{}
	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 TestPredictorCloseResponseProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseResponse(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &PredictorCloseResponse{}
	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 TestPredictorProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictor(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &Predictor{}
	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 TestPredictorProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictor(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &Predictor{}
	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 TestURLsRequestProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &URLsRequest{}
	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 TestURLsRequestProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &URLsRequest{}
	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 TestURLsRequest_URLProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest_URL(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &URLsRequest_URL{}
	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 TestURLsRequest_URLProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest_URL(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &URLsRequest_URL{}
	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 TestImagesRequestProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImagesRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &ImagesRequest{}
	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 TestImagesRequestProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImagesRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &ImagesRequest{}
	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 TestTextRequestProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTextRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &TextRequest{}
	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 TestTextRequestProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTextRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &TextRequest{}
	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 TestDatasetRequestProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &DatasetRequest{}
	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 TestDatasetRequestProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &DatasetRequest{}
	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 TestDatasetRequest_DatasetProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest_Dataset(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &DatasetRequest_Dataset{}
	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 TestDatasetRequest_DatasetProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest_Dataset(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &DatasetRequest_Dataset{}
	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 TestFeatureResponseProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeatureResponse(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &FeatureResponse{}
	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 TestFeatureResponseProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeatureResponse(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &FeatureResponse{}
	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 TestFeaturesResponseProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeaturesResponse(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &FeaturesResponse{}
	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 TestFeaturesResponseProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeaturesResponse(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &FeaturesResponse{}
	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 TestResetRequestProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &ResetRequest{}
	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 TestResetRequestProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetRequest(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &ResetRequest{}
	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 TestResetResponseProtoText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetResponse(popr, true)
	dAtA := github_com_gogo_protobuf_proto.MarshalTextString(p)
	msg := &ResetResponse{}
	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 TestResetResponseProtoCompactText(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetResponse(popr, true)
	dAtA := github_com_gogo_protobuf_proto.CompactTextString(p)
	msg := &ResetResponse{}
	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 TestPredictorDescription(t *testing.T) {
	PredictorDescription()
}
func TestCPUOptionsVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedCPUOptions(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &CPUOptions{}
	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 TestGPUOptionsVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedGPUOptions(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &GPUOptions{}
	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 TestTraceIDVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedTraceID(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &TraceID{}
	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 TestExecutionOptionsVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedExecutionOptions(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &ExecutionOptions{}
	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 TestPredictionOptionsVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictionOptions(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &PredictionOptions{}
	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 TestPredictorOpenRequestVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictorOpenRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &PredictorOpenRequest{}
	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 TestPredictorCloseRequestVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictorCloseRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &PredictorCloseRequest{}
	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 TestPredictorCloseResponseVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictorCloseResponse(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &PredictorCloseResponse{}
	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 TestPredictorVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictor(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &Predictor{}
	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 TestURLsRequestVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedURLsRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &URLsRequest{}
	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 TestURLsRequest_URLVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedURLsRequest_URL(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &URLsRequest_URL{}
	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 TestImagesRequestVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedImagesRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &ImagesRequest{}
	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 TestTextRequestVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedTextRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &TextRequest{}
	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 TestDatasetRequestVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedDatasetRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &DatasetRequest{}
	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 TestDatasetRequest_DatasetVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedDatasetRequest_Dataset(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &DatasetRequest_Dataset{}
	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 TestFeatureResponseVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedFeatureResponse(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &FeatureResponse{}
	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 TestFeaturesResponseVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedFeaturesResponse(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &FeaturesResponse{}
	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 TestResetRequestVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedResetRequest(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &ResetRequest{}
	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 TestResetResponseVerboseEqual(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedResetResponse(popr, false)
	dAtA, err := github_com_gogo_protobuf_proto.Marshal(p)
	if err != nil {
		panic(err)
	}
	msg := &ResetResponse{}
	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 TestCPUOptionsGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedCPUOptions(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 TestGPUOptionsGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedGPUOptions(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 TestTraceIDGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedTraceID(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 TestExecutionOptionsGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedExecutionOptions(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 TestPredictionOptionsGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictionOptions(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 TestPredictorOpenRequestGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictorOpenRequest(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 TestPredictorCloseRequestGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictorCloseRequest(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 TestPredictorCloseResponseGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictorCloseResponse(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 TestPredictorGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictor(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 TestURLsRequestGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedURLsRequest(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 TestURLsRequest_URLGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedURLsRequest_URL(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 TestImagesRequestGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedImagesRequest(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 TestTextRequestGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedTextRequest(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 TestDatasetRequestGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedDatasetRequest(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 TestDatasetRequest_DatasetGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedDatasetRequest_Dataset(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 TestFeatureResponseGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedFeatureResponse(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 TestFeaturesResponseGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedFeaturesResponse(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 TestResetRequestGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedResetRequest(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 TestResetResponseGoString(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedResetResponse(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 TestCPUOptionsSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedCPUOptions(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 BenchmarkCPUOptionsSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*CPUOptions, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedCPUOptions(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestGPUOptionsSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedGPUOptions(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 BenchmarkGPUOptionsSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*GPUOptions, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedGPUOptions(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestTraceIDSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTraceID(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 BenchmarkTraceIDSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*TraceID, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedTraceID(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestExecutionOptionsSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedExecutionOptions(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 BenchmarkExecutionOptionsSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*ExecutionOptions, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedExecutionOptions(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestPredictionOptionsSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictionOptions(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 BenchmarkPredictionOptionsSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*PredictionOptions, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedPredictionOptions(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestPredictorOpenRequestSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorOpenRequest(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 BenchmarkPredictorOpenRequestSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*PredictorOpenRequest, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedPredictorOpenRequest(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestPredictorCloseRequestSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseRequest(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 BenchmarkPredictorCloseRequestSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*PredictorCloseRequest, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedPredictorCloseRequest(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestPredictorCloseResponseSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictorCloseResponse(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 BenchmarkPredictorCloseResponseSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*PredictorCloseResponse, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedPredictorCloseResponse(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestPredictorSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedPredictor(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 BenchmarkPredictorSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*Predictor, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedPredictor(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestURLsRequestSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest(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 BenchmarkURLsRequestSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*URLsRequest, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedURLsRequest(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestURLsRequest_URLSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedURLsRequest_URL(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 BenchmarkURLsRequest_URLSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*URLsRequest_URL, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedURLsRequest_URL(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestImagesRequestSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedImagesRequest(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 BenchmarkImagesRequestSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*ImagesRequest, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedImagesRequest(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestTextRequestSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedTextRequest(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 BenchmarkTextRequestSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*TextRequest, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedTextRequest(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestDatasetRequestSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest(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 BenchmarkDatasetRequestSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*DatasetRequest, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedDatasetRequest(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestDatasetRequest_DatasetSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedDatasetRequest_Dataset(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 BenchmarkDatasetRequest_DatasetSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*DatasetRequest_Dataset, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedDatasetRequest_Dataset(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestFeatureResponseSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeatureResponse(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 BenchmarkFeatureResponseSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*FeatureResponse, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedFeatureResponse(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestFeaturesResponseSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedFeaturesResponse(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 BenchmarkFeaturesResponseSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*FeaturesResponse, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedFeaturesResponse(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestResetRequestSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetRequest(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 BenchmarkResetRequestSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*ResetRequest, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedResetRequest(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestResetResponseSize(t *testing.T) {
	seed := time.Now().UnixNano()
	popr := math_rand.New(math_rand.NewSource(seed))
	p := NewPopulatedResetResponse(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 BenchmarkResetResponseSize(b *testing.B) {
	popr := math_rand.New(math_rand.NewSource(616))
	total := 0
	pops := make([]*ResetResponse, 1000)
	for i := 0; i < 1000; i++ {
		pops[i] = NewPopulatedResetResponse(popr, false)
	}
	b.ResetTimer()
	for i := 0; i < b.N; i++ {
		total += pops[i%1000].Size()
	}
	b.SetBytes(int64(total / b.N))
}

func TestCPUOptionsStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedCPUOptions(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestGPUOptionsStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedGPUOptions(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestTraceIDStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedTraceID(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestExecutionOptionsStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedExecutionOptions(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestPredictionOptionsStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictionOptions(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestPredictorOpenRequestStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictorOpenRequest(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestPredictorCloseRequestStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictorCloseRequest(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestPredictorCloseResponseStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictorCloseResponse(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestPredictorStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedPredictor(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestURLsRequestStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedURLsRequest(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestURLsRequest_URLStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedURLsRequest_URL(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestImagesRequestStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedImagesRequest(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestTextRequestStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedTextRequest(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestDatasetRequestStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedDatasetRequest(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestDatasetRequest_DatasetStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedDatasetRequest_Dataset(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestFeatureResponseStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedFeatureResponse(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestFeaturesResponseStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedFeaturesResponse(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestResetRequestStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedResetRequest(popr, false)
	s1 := p.String()
	s2 := fmt.Sprintf("%v", p)
	if s1 != s2 {
		t.Fatalf("String want %v got %v", s1, s2)
	}
}
func TestResetResponseStringer(t *testing.T) {
	popr := math_rand.New(math_rand.NewSource(time.Now().UnixNano()))
	p := NewPopulatedResetResponse(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