predictor.pb.go

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

package dlframework

import proto "github.com/gogo/protobuf/proto"
import golang_proto "github.com/golang/protobuf/proto"
import fmt "fmt"
import math "math"
import _ "google.golang.org/genproto/googleapis/api/annotations"
import _ "github.com/gogo/protobuf/gogoproto"

import github_com_gogo_protobuf_protoc_gen_gogo_descriptor "github.com/gogo/protobuf/protoc-gen-gogo/descriptor"
import github_com_gogo_protobuf_proto "github.com/gogo/protobuf/proto"
import compress_gzip "compress/gzip"
import bytes "bytes"
import io_ioutil "io/ioutil"

import strings "strings"
import reflect "reflect"
import github_com_gogo_protobuf_sortkeys "github.com/gogo/protobuf/sortkeys"

import (
	context "golang.org/x/net/context"
	grpc "google.golang.org/grpc"
)

import io "io"

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

type ExecutionOptions_TraceLevel int32

const (
	ExecutionOptions_NO_TRACE        ExecutionOptions_TraceLevel = 0
	ExecutionOptions_STEP_TRACE      ExecutionOptions_TraceLevel = 1
	ExecutionOptions_FRAMEWORK_TRACE ExecutionOptions_TraceLevel = 2
	ExecutionOptions_CPU_ONLY_TRACE  ExecutionOptions_TraceLevel = 3
	ExecutionOptions_HARDWARE_TRACE  ExecutionOptions_TraceLevel = 4
	ExecutionOptions_FULL_TRACE      ExecutionOptions_TraceLevel = 5
)

var ExecutionOptions_TraceLevel_name = map[int32]string{
	0: "NO_TRACE",
	1: "STEP_TRACE",
	2: "FRAMEWORK_TRACE",
	3: "CPU_ONLY_TRACE",
	4: "HARDWARE_TRACE",
	5: "FULL_TRACE",
}
var ExecutionOptions_TraceLevel_value = map[string]int32{
	"NO_TRACE":        0,
	"STEP_TRACE":      1,
	"FRAMEWORK_TRACE": 2,
	"CPU_ONLY_TRACE":  3,
	"HARDWARE_TRACE":  4,
	"FULL_TRACE":      5,
}

func (x ExecutionOptions_TraceLevel) String() string {
	return proto.EnumName(ExecutionOptions_TraceLevel_name, int32(x))
}
func (ExecutionOptions_TraceLevel) EnumDescriptor() ([]byte, []int) {
	return fileDescriptorPredictor, []int{2, 0}
}

type CPUOptions struct {
}

func (m *CPUOptions) Reset()                    { *m = CPUOptions{} }
func (*CPUOptions) ProtoMessage()               {}
func (*CPUOptions) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{0} }

type GPUOptions struct {
	// A value between 0 and 1 that indicates what fraction of the
	// available GPU memory to pre-allocate for each process.  1 means
	// to pre-allocate all of the GPU memory, 0.5 means the process
	// allocates ~50% of the available GPU memory.
	PerProcessGpuMemoryFraction float64 `protobuf:"fixed64,1,opt,name=per_process_gpu_memory_fraction,json=perProcessGpuMemoryFraction,proto3" json:"per_process_gpu_memory_fraction,omitempty" yaml:"per_process_gpu_memory_fraction,omitempty"`
	// The type of GPU allocation strategy to use.
	//
	// Allowed values:
	// "": The empty string (default) uses a system-chosen default
	//     which may change over time.
	//
	// "BFC": A "Best-fit with coalescing" algorithm, simplified from a
	//        version of dlmalloc.
	AllocatorType string `protobuf:"bytes,2,opt,name=allocator_type,json=allocatorType,proto3" json:"allocator_type,omitempty" yaml:"allocator_type,omitempty"`
	// A comma-separated list of GPU ids that determines the 'visible'
	// to 'virtual' mapping of GPU devices.  For example, if TensorFlow
	// can see 8 GPU devices in the process, and one wanted to map
	// visible GPU devices 5 and 3 as "/device:GPU:0", and "/device:GPU:1", then
	// one would specify this field as "5,3".  This field is similar in spirit to
	// the CUDA_VISIBLE_DEVICES environment variable, except it applies to the
	// visible GPU devices in the process.
	//
	// NOTE: The GPU driver provides the process with the visible GPUs
	// in an order which is not guaranteed to have any correlation to
	// the *physical* GPU id in the machine.  This field is used for
	// remapping "visible" to "virtual", which means this operates only
	// after the process starts.  Users are required to use vendor
	// specific mechanisms (e.g., CUDA_VISIBLE_DEVICES) to control the
	// physical to visible device mapping prior to invoking TensorFlow.
	VisibleDeviceList string `protobuf:"bytes,5,opt,name=visible_device_list,json=visibleDeviceList,proto3" json:"visible_device_list,omitempty" yaml:"visible_device_list,omitempty"`
	// Force all tensors to be gpu_compatible. On a GPU-enabled TensorFlow,
	// enabling this option forces all CPU tensors to be allocated with Cuda
	// pinned memory. Normally, TensorFlow will infer which tensors should be
	// allocated as the pinned memory. But in case where the inference is
	// incomplete, this option can significantly speed up the cross-device memory
	// copy performance as long as it fits the memory.
	// Note that this option is not something that should be
	// enabled by default for unknown or very large models, since all Cuda pinned
	// memory is unpageable, having too much pinned memory might negatively impact
	// the overall host system performance.
	ForceGpuCompatible bool `protobuf:"varint,8,opt,name=force_gpu_compatible,json=forceGpuCompatible,proto3" json:"force_gpu_compatible,omitempty" yaml:"force_gpu_compatible,omitempty"`
}

func (m *GPUOptions) Reset()                    { *m = GPUOptions{} }
func (*GPUOptions) ProtoMessage()               {}
func (*GPUOptions) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{1} }

func (m *GPUOptions) GetPerProcessGpuMemoryFraction() float64 {
	if m != nil {
		return m.PerProcessGpuMemoryFraction
	}
	return 0
}

func (m *GPUOptions) GetAllocatorType() string {
	if m != nil {
		return m.AllocatorType
	}
	return ""
}

func (m *GPUOptions) GetVisibleDeviceList() string {
	if m != nil {
		return m.VisibleDeviceList
	}
	return ""
}

func (m *GPUOptions) GetForceGpuCompatible() bool {
	if m != nil {
		return m.ForceGpuCompatible
	}
	return false
}

type ExecutionOptions struct {
	TraceLevel ExecutionOptions_TraceLevel `protobuf:"varint,1,opt,name=trace_level,json=traceLevel,proto3,enum=carml.org.dlframework.ExecutionOptions_TraceLevel" json:"trace_level,omitempty" yaml:"trace_level,omitempty"`
	// Time to wait for operation to complete in milliseconds.
	TimeoutInMs int64 `protobuf:"varint,2,opt,name=timeout_in_ms,json=timeoutInMs,proto3" json:"timeout_in_ms,omitempty" yaml:"timeout_in_ms,omitempty"`
	// Map from device type name (e.g., "CPU" or "GPU" ) to maximum
	// number of devices of that type to use.  If a particular device
	// type is not found in the map, the system picks an appropriate
	// number.
	DeviceCount map[string]int32 `protobuf:"bytes,3,rep,name=device_count,json=deviceCount" json:"device_count,omitempty" yaml:"device_count,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"varint,2,opt,name=value,proto3"`
	// Options that apply to all CPUs.
	CpuOptions *CPUOptions `protobuf:"bytes,4,opt,name=cpu_options,json=cpuOptions" json:"cpu_options,omitempty" yaml:"cpu_options,omitempty"`
	// Options that apply to all GPUs.
	GpuOptions *GPUOptions `protobuf:"bytes,5,opt,name=gpu_options,json=gpuOptions" json:"gpu_options,omitempty" yaml:"gpu_options,omitempty"`
}

func (m *ExecutionOptions) Reset()                    { *m = ExecutionOptions{} }
func (*ExecutionOptions) ProtoMessage()               {}
func (*ExecutionOptions) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{2} }

func (m *ExecutionOptions) GetTraceLevel() ExecutionOptions_TraceLevel {
	if m != nil {
		return m.TraceLevel
	}
	return ExecutionOptions_NO_TRACE
}

func (m *ExecutionOptions) GetTimeoutInMs() int64 {
	if m != nil {
		return m.TimeoutInMs
	}
	return 0
}

func (m *ExecutionOptions) GetDeviceCount() map[string]int32 {
	if m != nil {
		return m.DeviceCount
	}
	return nil
}

func (m *ExecutionOptions) GetCpuOptions() *CPUOptions {
	if m != nil {
		return m.CpuOptions
	}
	return nil
}

func (m *ExecutionOptions) GetGpuOptions() *GPUOptions {
	if m != nil {
		return m.GpuOptions
	}
	return nil
}

type PredictionOptions struct {
	RequestID        string            `protobuf:"bytes,1,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty" yaml:"request_id,omitempty"`
	FeatureLimit     int32             `protobuf:"varint,2,opt,name=feature_limit,json=featureLimit,proto3" json:"feature_limit,omitempty" yaml:"feature_limit,omitempty"`
	BatchSize        uint32            `protobuf:"varint,3,opt,name=batch_size,json=batchSize,proto3" json:"batch_size,omitempty" yaml:"batch_size,omitempty"`
	ExecutionOptions *ExecutionOptions `protobuf:"bytes,4,opt,name=execution_options,json=executionOptions" json:"execution_options,omitempty" yaml:"execution_options,omitempty"`
	Agent            string            `protobuf:"bytes,5,opt,name=agent,proto3" json:"agent,omitempty" yaml:"agent,omitempty"`
}

func (m *PredictionOptions) Reset()                    { *m = PredictionOptions{} }
func (*PredictionOptions) ProtoMessage()               {}
func (*PredictionOptions) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{3} }

func (m *PredictionOptions) GetRequestID() string {
	if m != nil {
		return m.RequestID
	}
	return ""
}

func (m *PredictionOptions) GetFeatureLimit() int32 {
	if m != nil {
		return m.FeatureLimit
	}
	return 0
}

func (m *PredictionOptions) GetBatchSize() uint32 {
	if m != nil {
		return m.BatchSize
	}
	return 0
}

func (m *PredictionOptions) GetExecutionOptions() *ExecutionOptions {
	if m != nil {
		return m.ExecutionOptions
	}
	return nil
}

func (m *PredictionOptions) GetAgent() string {
	if m != nil {
		return m.Agent
	}
	return ""
}

type PredictorOpenRequest struct {
	ModelName        string             `protobuf:"bytes,1,opt,name=model_name,json=modelName,proto3" json:"model_name,omitempty" yaml:"model_name,omitempty"`
	ModelVersion     string             `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty" yaml:"model_version,omitempty"`
	FrameworkName    string             `protobuf:"bytes,3,opt,name=framework_name,json=frameworkName,proto3" json:"framework_name,omitempty" yaml:"framework_name,omitempty"`
	FrameworkVersion string             `protobuf:"bytes,4,opt,name=framework_version,json=frameworkVersion,proto3" json:"framework_version,omitempty" yaml:"framework_version,omitempty"`
	Options          *PredictionOptions `protobuf:"bytes,5,opt,name=options" json:"options,omitempty" yaml:"options,omitempty"`
}

func (m *PredictorOpenRequest) Reset()                    { *m = PredictorOpenRequest{} }
func (*PredictorOpenRequest) ProtoMessage()               {}
func (*PredictorOpenRequest) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{4} }

func (m *PredictorOpenRequest) GetModelName() string {
	if m != nil {
		return m.ModelName
	}
	return ""
}

func (m *PredictorOpenRequest) GetModelVersion() string {
	if m != nil {
		return m.ModelVersion
	}
	return ""
}

func (m *PredictorOpenRequest) GetFrameworkName() string {
	if m != nil {
		return m.FrameworkName
	}
	return ""
}

func (m *PredictorOpenRequest) GetFrameworkVersion() string {
	if m != nil {
		return m.FrameworkVersion
	}
	return ""
}

func (m *PredictorOpenRequest) GetOptions() *PredictionOptions {
	if m != nil {
		return m.Options
	}
	return nil
}

type PredictorCloseResponse struct {
}

func (m *PredictorCloseResponse) Reset()                    { *m = PredictorCloseResponse{} }
func (*PredictorCloseResponse) ProtoMessage()               {}
func (*PredictorCloseResponse) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{5} }

type Predictor struct {
	ID string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty" yaml:"id,omitempty"`
}

func (m *Predictor) Reset()                    { *m = Predictor{} }
func (*Predictor) ProtoMessage()               {}
func (*Predictor) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{6} }

func (m *Predictor) GetID() string {
	if m != nil {
		return m.ID
	}
	return ""
}

type URLsRequest struct {
	Predictor *Predictor         `protobuf:"bytes,1,opt,name=predictor" json:"predictor,omitempty" yaml:"predictor,omitempty"`
	Urls      []*URLsRequest_URL `protobuf:"bytes,2,rep,name=urls" json:"urls,omitempty" yaml:"urls,omitempty"`
	Options   *PredictionOptions `protobuf:"bytes,3,opt,name=options" json:"options,omitempty" yaml:"options,omitempty"`
}

func (m *URLsRequest) Reset()                    { *m = URLsRequest{} }
func (*URLsRequest) ProtoMessage()               {}
func (*URLsRequest) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{7} }

func (m *URLsRequest) GetPredictor() *Predictor {
	if m != nil {
		return m.Predictor
	}
	return nil
}

func (m *URLsRequest) GetUrls() []*URLsRequest_URL {
	if m != nil {
		return m.Urls
	}
	return nil
}

func (m *URLsRequest) GetOptions() *PredictionOptions {
	if m != nil {
		return m.Options
	}
	return nil
}

type URLsRequest_URL struct {
	// An id used to identify the output feature: maps to input_id for output
	ID   string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty" yaml:"id,omitempty"`
	Data string `protobuf:"bytes,2,opt,name=data,proto3" json:"data,omitempty" yaml:"data,omitempty"`
}

func (m *URLsRequest_URL) Reset()                    { *m = URLsRequest_URL{} }
func (*URLsRequest_URL) ProtoMessage()               {}
func (*URLsRequest_URL) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{7, 0} }

func (m *URLsRequest_URL) GetID() string {
	if m != nil {
		return m.ID
	}
	return ""
}

func (m *URLsRequest_URL) GetData() string {
	if m != nil {
		return m.Data
	}
	return ""
}

type ImagesRequest struct {
	Predictor *Predictor `protobuf:"bytes,1,opt,name=predictor" json:"predictor,omitempty" yaml:"predictor,omitempty"`
	// A list of Base64 encoded images
	Images  []*ImagesRequest_Image `protobuf:"bytes,2,rep,name=images" json:"images,omitempty" yaml:"images,omitempty"`
	Options *PredictionOptions     `protobuf:"bytes,3,opt,name=options" json:"options,omitempty" yaml:"options,omitempty"`
}

func (m *ImagesRequest) Reset()                    { *m = ImagesRequest{} }
func (*ImagesRequest) ProtoMessage()               {}
func (*ImagesRequest) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{8} }

func (m *ImagesRequest) GetPredictor() *Predictor {
	if m != nil {
		return m.Predictor
	}
	return nil
}

func (m *ImagesRequest) GetImages() []*ImagesRequest_Image {
	if m != nil {
		return m.Images
	}
	return nil
}

func (m *ImagesRequest) GetOptions() *PredictionOptions {
	if m != nil {
		return m.Options
	}
	return nil
}

type ImagesRequest_Image struct {
	// An id used to identify the output feature: maps to input_id for output
	ID string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty" yaml:"id,omitempty"`
	// The image is base64 encoded
	Data []byte `protobuf:"bytes,2,opt,name=data,proto3" json:"data,omitempty" yaml:"data,omitempty"`
}

func (m *ImagesRequest_Image) Reset()                    { *m = ImagesRequest_Image{} }
func (*ImagesRequest_Image) ProtoMessage()               {}
func (*ImagesRequest_Image) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{8, 0} }

func (m *ImagesRequest_Image) GetID() string {
	if m != nil {
		return m.ID
	}
	return ""
}

func (m *ImagesRequest_Image) GetData() []byte {
	if m != nil {
		return m.Data
	}
	return nil
}

type DatasetRequest struct {
	Predictor *Predictor              `protobuf:"bytes,1,opt,name=predictor" json:"predictor,omitempty" yaml:"predictor,omitempty"`
	Dataset   *DatasetRequest_Dataset `protobuf:"bytes,2,opt,name=dataset" json:"dataset,omitempty" yaml:"dataset,omitempty"`
	Options   *PredictionOptions      `protobuf:"bytes,3,opt,name=options" json:"options,omitempty" yaml:"options,omitempty"`
}

func (m *DatasetRequest) Reset()                    { *m = DatasetRequest{} }
func (*DatasetRequest) ProtoMessage()               {}
func (*DatasetRequest) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{9} }

func (m *DatasetRequest) GetPredictor() *Predictor {
	if m != nil {
		return m.Predictor
	}
	return nil
}

func (m *DatasetRequest) GetDataset() *DatasetRequest_Dataset {
	if m != nil {
		return m.Dataset
	}
	return nil
}

func (m *DatasetRequest) GetOptions() *PredictionOptions {
	if m != nil {
		return m.Options
	}
	return nil
}

type DatasetRequest_Dataset struct {
	Category string `protobuf:"bytes,1,opt,name=category,proto3" json:"category,omitempty" yaml:"category,omitempty"`
	Name     string `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty" yaml:"name,omitempty"`
}

func (m *DatasetRequest_Dataset) Reset()      { *m = DatasetRequest_Dataset{} }
func (*DatasetRequest_Dataset) ProtoMessage() {}
func (*DatasetRequest_Dataset) Descriptor() ([]byte, []int) {
	return fileDescriptorPredictor, []int{9, 0}
}

func (m *DatasetRequest_Dataset) GetCategory() string {
	if m != nil {
		return m.Category
	}
	return ""
}

func (m *DatasetRequest_Dataset) GetName() string {
	if m != nil {
		return m.Name
	}
	return ""
}

type Feature struct {
	Index       int64             `protobuf:"varint,1,opt,name=index,proto3" json:"index,omitempty" yaml:"index,omitempty"`
	Name        string            `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty" yaml:"name,omitempty"`
	Probability float32           `protobuf:"fixed32,3,opt,name=probability,proto3" json:"probability,omitempty" yaml:"probability,omitempty"`
	Metadata    map[string]string `protobuf:"bytes,4,rep,name=metadata" json:"metadata,omitempty" yaml:"metadata,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
}

func (m *Feature) Reset()                    { *m = Feature{} }
func (*Feature) ProtoMessage()               {}
func (*Feature) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{10} }

func (m *Feature) GetIndex() int64 {
	if m != nil {
		return m.Index
	}
	return 0
}

func (m *Feature) GetName() string {
	if m != nil {
		return m.Name
	}
	return ""
}

func (m *Feature) GetProbability() float32 {
	if m != nil {
		return m.Probability
	}
	return 0
}

func (m *Feature) GetMetadata() map[string]string {
	if m != nil {
		return m.Metadata
	}
	return nil
}

type FeatureResponse struct {
	ID        string            `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty" yaml:"id,omitempty"`
	RequestID string            `protobuf:"bytes,2,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty" yaml:"request_id,omitempty"`
	InputID   string            `protobuf:"bytes,3,opt,name=input_id,json=inputId,proto3" json:"input_id,omitempty" yaml:"input_id,omitempty"`
	Features  []*Feature        `protobuf:"bytes,4,rep,name=features" json:"features,omitempty" yaml:"features,omitempty"`
	Metadata  map[string]string `protobuf:"bytes,5,rep,name=metadata" json:"metadata,omitempty" yaml:"metadata,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
}

func (m *FeatureResponse) Reset()                    { *m = FeatureResponse{} }
func (*FeatureResponse) ProtoMessage()               {}
func (*FeatureResponse) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{11} }

func (m *FeatureResponse) GetID() string {
	if m != nil {
		return m.ID
	}
	return ""
}

func (m *FeatureResponse) GetRequestID() string {
	if m != nil {
		return m.RequestID
	}
	return ""
}

func (m *FeatureResponse) GetInputID() string {
	if m != nil {
		return m.InputID
	}
	return ""
}

func (m *FeatureResponse) GetFeatures() []*Feature {
	if m != nil {
		return m.Features
	}
	return nil
}

func (m *FeatureResponse) GetMetadata() map[string]string {
	if m != nil {
		return m.Metadata
	}
	return nil
}

type FeaturesResponse struct {
	ID        string             `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty" yaml:"id,omitempty"`
	Responses []*FeatureResponse `protobuf:"bytes,2,rep,name=responses" json:"responses,omitempty" yaml:"responses,omitempty"`
}

func (m *FeaturesResponse) Reset()                    { *m = FeaturesResponse{} }
func (*FeaturesResponse) ProtoMessage()               {}
func (*FeaturesResponse) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{12} }

func (m *FeaturesResponse) GetID() string {
	if m != nil {
		return m.ID
	}
	return ""
}

func (m *FeaturesResponse) GetResponses() []*FeatureResponse {
	if m != nil {
		return m.Responses
	}
	return nil
}

type ResetRequest struct {
	ID        string     `protobuf:"bytes,2,opt,name=id,proto3" json:"id,omitempty" yaml:"id,omitempty"`
	Predictor *Predictor `protobuf:"bytes,1,opt,name=predictor" json:"predictor,omitempty" yaml:"predictor,omitempty"`
}

func (m *ResetRequest) Reset()                    { *m = ResetRequest{} }
func (*ResetRequest) ProtoMessage()               {}
func (*ResetRequest) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{13} }

func (m *ResetRequest) GetID() string {
	if m != nil {
		return m.ID
	}
	return ""
}

func (m *ResetRequest) GetPredictor() *Predictor {
	if m != nil {
		return m.Predictor
	}
	return nil
}

type ResetResponse struct {
	*Predictor `protobuf:"bytes,1,opt,name=predictor,embedded=predictor" json:"predictor,omitempty" yaml:"predictor,omitempty"`
}

func (m *ResetResponse) Reset()                    { *m = ResetResponse{} }
func (*ResetResponse) ProtoMessage()               {}
func (*ResetResponse) Descriptor() ([]byte, []int) { return fileDescriptorPredictor, []int{14} }

func init() {
	proto.RegisterType((*CPUOptions)(nil), "carml.org.dlframework.CPUOptions")
	golang_proto.RegisterType((*CPUOptions)(nil), "carml.org.dlframework.CPUOptions")
	proto.RegisterType((*GPUOptions)(nil), "carml.org.dlframework.GPUOptions")
	golang_proto.RegisterType((*GPUOptions)(nil), "carml.org.dlframework.GPUOptions")
	proto.RegisterType((*ExecutionOptions)(nil), "carml.org.dlframework.ExecutionOptions")
	golang_proto.RegisterType((*ExecutionOptions)(nil), "carml.org.dlframework.ExecutionOptions")
	proto.RegisterType((*PredictionOptions)(nil), "carml.org.dlframework.PredictionOptions")
	golang_proto.RegisterType((*PredictionOptions)(nil), "carml.org.dlframework.PredictionOptions")
	proto.RegisterType((*PredictorOpenRequest)(nil), "carml.org.dlframework.PredictorOpenRequest")
	golang_proto.RegisterType((*PredictorOpenRequest)(nil), "carml.org.dlframework.PredictorOpenRequest")
	proto.RegisterType((*PredictorCloseResponse)(nil), "carml.org.dlframework.PredictorCloseResponse")
	golang_proto.RegisterType((*PredictorCloseResponse)(nil), "carml.org.dlframework.PredictorCloseResponse")
	proto.RegisterType((*Predictor)(nil), "carml.org.dlframework.Predictor")
	golang_proto.RegisterType((*Predictor)(nil), "carml.org.dlframework.Predictor")
	proto.RegisterType((*URLsRequest)(nil), "carml.org.dlframework.URLsRequest")
	golang_proto.RegisterType((*URLsRequest)(nil), "carml.org.dlframework.URLsRequest")
	proto.RegisterType((*URLsRequest_URL)(nil), "carml.org.dlframework.URLsRequest.URL")
	golang_proto.RegisterType((*URLsRequest_URL)(nil), "carml.org.dlframework.URLsRequest.URL")
	proto.RegisterType((*ImagesRequest)(nil), "carml.org.dlframework.ImagesRequest")
	golang_proto.RegisterType((*ImagesRequest)(nil), "carml.org.dlframework.ImagesRequest")
	proto.RegisterType((*ImagesRequest_Image)(nil), "carml.org.dlframework.ImagesRequest.Image")
	golang_proto.RegisterType((*ImagesRequest_Image)(nil), "carml.org.dlframework.ImagesRequest.Image")
	proto.RegisterType((*DatasetRequest)(nil), "carml.org.dlframework.DatasetRequest")
	golang_proto.RegisterType((*DatasetRequest)(nil), "carml.org.dlframework.DatasetRequest")
	proto.RegisterType((*DatasetRequest_Dataset)(nil), "carml.org.dlframework.DatasetRequest.Dataset")
	golang_proto.RegisterType((*DatasetRequest_Dataset)(nil), "carml.org.dlframework.DatasetRequest.Dataset")
	proto.RegisterType((*Feature)(nil), "carml.org.dlframework.Feature")
	golang_proto.RegisterType((*Feature)(nil), "carml.org.dlframework.Feature")
	proto.RegisterType((*FeatureResponse)(nil), "carml.org.dlframework.FeatureResponse")
	golang_proto.RegisterType((*FeatureResponse)(nil), "carml.org.dlframework.FeatureResponse")
	proto.RegisterType((*FeaturesResponse)(nil), "carml.org.dlframework.FeaturesResponse")
	golang_proto.RegisterType((*FeaturesResponse)(nil), "carml.org.dlframework.FeaturesResponse")
	proto.RegisterType((*ResetRequest)(nil), "carml.org.dlframework.ResetRequest")
	golang_proto.RegisterType((*ResetRequest)(nil), "carml.org.dlframework.ResetRequest")
	proto.RegisterType((*ResetResponse)(nil), "carml.org.dlframework.ResetResponse")
	golang_proto.RegisterType((*ResetResponse)(nil), "carml.org.dlframework.ResetResponse")
	proto.RegisterEnum("carml.org.dlframework.ExecutionOptions_TraceLevel", ExecutionOptions_TraceLevel_name, ExecutionOptions_TraceLevel_value)
	golang_proto.RegisterEnum("carml.org.dlframework.ExecutionOptions_TraceLevel", ExecutionOptions_TraceLevel_name, ExecutionOptions_TraceLevel_value)
}
func (this *PredictionOptions) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *PredictorOpenRequest) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *Predictor) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *URLsRequest) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *ImagesRequest) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *DatasetRequest) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *Feature) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *FeatureResponse) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *FeaturesResponse) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *ResetRequest) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func (this *ResetResponse) Description() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	return PredictorDescription()
}
func PredictorDescription() (desc *github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet) {
	d := &github_com_gogo_protobuf_protoc_gen_gogo_descriptor.FileDescriptorSet{}
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		0x9d, 0x52, 0x2e, 0x66, 0x1d, 0xbe, 0x8d, 0x47, 0xf9, 0xff, 0x1e, 0x00, 0x00, 0xff, 0xff, 0xa7,
		0xe1, 0xe9, 0x5f, 0x2c, 0x5f, 0x00, 0x00,
	}
	r := bytes.NewReader(gzipped)
	gzipr, err := compress_gzip.NewReader(r)
	if err != nil {
		panic(err)
	}
	ungzipped, err := io_ioutil.ReadAll(gzipr)
	if err != nil {
		panic(err)
	}
	if err := github_com_gogo_protobuf_proto.Unmarshal(ungzipped, d); err != nil {
		panic(err)
	}
	return d
}
func (this *CPUOptions) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*CPUOptions)
	if !ok {
		that2, ok := that.(CPUOptions)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *CPUOptions")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *CPUOptions but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *CPUOptions but is not nil && this == nil")
	}
	return nil
}
func (this *CPUOptions) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*CPUOptions)
	if !ok {
		that2, ok := that.(CPUOptions)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	return true
}
func (this *GPUOptions) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*GPUOptions)
	if !ok {
		that2, ok := that.(GPUOptions)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *GPUOptions")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *GPUOptions but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *GPUOptions but is not nil && this == nil")
	}
	if this.PerProcessGpuMemoryFraction != that1.PerProcessGpuMemoryFraction {
		return fmt.Errorf("PerProcessGpuMemoryFraction this(%v) Not Equal that(%v)", this.PerProcessGpuMemoryFraction, that1.PerProcessGpuMemoryFraction)
	}
	if this.AllocatorType != that1.AllocatorType {
		return fmt.Errorf("AllocatorType this(%v) Not Equal that(%v)", this.AllocatorType, that1.AllocatorType)
	}
	if this.VisibleDeviceList != that1.VisibleDeviceList {
		return fmt.Errorf("VisibleDeviceList this(%v) Not Equal that(%v)", this.VisibleDeviceList, that1.VisibleDeviceList)
	}
	if this.ForceGpuCompatible != that1.ForceGpuCompatible {
		return fmt.Errorf("ForceGpuCompatible this(%v) Not Equal that(%v)", this.ForceGpuCompatible, that1.ForceGpuCompatible)
	}
	return nil
}
func (this *GPUOptions) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*GPUOptions)
	if !ok {
		that2, ok := that.(GPUOptions)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.PerProcessGpuMemoryFraction != that1.PerProcessGpuMemoryFraction {
		return false
	}
	if this.AllocatorType != that1.AllocatorType {
		return false
	}
	if this.VisibleDeviceList != that1.VisibleDeviceList {
		return false
	}
	if this.ForceGpuCompatible != that1.ForceGpuCompatible {
		return false
	}
	return true
}
func (this *ExecutionOptions) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*ExecutionOptions)
	if !ok {
		that2, ok := that.(ExecutionOptions)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *ExecutionOptions")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *ExecutionOptions but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *ExecutionOptions but is not nil && this == nil")
	}
	if this.TraceLevel != that1.TraceLevel {
		return fmt.Errorf("TraceLevel this(%v) Not Equal that(%v)", this.TraceLevel, that1.TraceLevel)
	}
	if this.TimeoutInMs != that1.TimeoutInMs {
		return fmt.Errorf("TimeoutInMs this(%v) Not Equal that(%v)", this.TimeoutInMs, that1.TimeoutInMs)
	}
	if len(this.DeviceCount) != len(that1.DeviceCount) {
		return fmt.Errorf("DeviceCount this(%v) Not Equal that(%v)", len(this.DeviceCount), len(that1.DeviceCount))
	}
	for i := range this.DeviceCount {
		if this.DeviceCount[i] != that1.DeviceCount[i] {
			return fmt.Errorf("DeviceCount this[%v](%v) Not Equal that[%v](%v)", i, this.DeviceCount[i], i, that1.DeviceCount[i])
		}
	}
	if !this.CpuOptions.Equal(that1.CpuOptions) {
		return fmt.Errorf("CpuOptions this(%v) Not Equal that(%v)", this.CpuOptions, that1.CpuOptions)
	}
	if !this.GpuOptions.Equal(that1.GpuOptions) {
		return fmt.Errorf("GpuOptions this(%v) Not Equal that(%v)", this.GpuOptions, that1.GpuOptions)
	}
	return nil
}
func (this *ExecutionOptions) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*ExecutionOptions)
	if !ok {
		that2, ok := that.(ExecutionOptions)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.TraceLevel != that1.TraceLevel {
		return false
	}
	if this.TimeoutInMs != that1.TimeoutInMs {
		return false
	}
	if len(this.DeviceCount) != len(that1.DeviceCount) {
		return false
	}
	for i := range this.DeviceCount {
		if this.DeviceCount[i] != that1.DeviceCount[i] {
			return false
		}
	}
	if !this.CpuOptions.Equal(that1.CpuOptions) {
		return false
	}
	if !this.GpuOptions.Equal(that1.GpuOptions) {
		return false
	}
	return true
}
func (this *PredictionOptions) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*PredictionOptions)
	if !ok {
		that2, ok := that.(PredictionOptions)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *PredictionOptions")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *PredictionOptions but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *PredictionOptions but is not nil && this == nil")
	}
	if this.RequestID != that1.RequestID {
		return fmt.Errorf("RequestID this(%v) Not Equal that(%v)", this.RequestID, that1.RequestID)
	}
	if this.FeatureLimit != that1.FeatureLimit {
		return fmt.Errorf("FeatureLimit this(%v) Not Equal that(%v)", this.FeatureLimit, that1.FeatureLimit)
	}
	if this.BatchSize != that1.BatchSize {
		return fmt.Errorf("BatchSize this(%v) Not Equal that(%v)", this.BatchSize, that1.BatchSize)
	}
	if !this.ExecutionOptions.Equal(that1.ExecutionOptions) {
		return fmt.Errorf("ExecutionOptions this(%v) Not Equal that(%v)", this.ExecutionOptions, that1.ExecutionOptions)
	}
	if this.Agent != that1.Agent {
		return fmt.Errorf("Agent this(%v) Not Equal that(%v)", this.Agent, that1.Agent)
	}
	return nil
}
func (this *PredictionOptions) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*PredictionOptions)
	if !ok {
		that2, ok := that.(PredictionOptions)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.RequestID != that1.RequestID {
		return false
	}
	if this.FeatureLimit != that1.FeatureLimit {
		return false
	}
	if this.BatchSize != that1.BatchSize {
		return false
	}
	if !this.ExecutionOptions.Equal(that1.ExecutionOptions) {
		return false
	}
	if this.Agent != that1.Agent {
		return false
	}
	return true
}
func (this *PredictorOpenRequest) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*PredictorOpenRequest)
	if !ok {
		that2, ok := that.(PredictorOpenRequest)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *PredictorOpenRequest")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *PredictorOpenRequest but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *PredictorOpenRequest but is not nil && this == nil")
	}
	if this.ModelName != that1.ModelName {
		return fmt.Errorf("ModelName this(%v) Not Equal that(%v)", this.ModelName, that1.ModelName)
	}
	if this.ModelVersion != that1.ModelVersion {
		return fmt.Errorf("ModelVersion this(%v) Not Equal that(%v)", this.ModelVersion, that1.ModelVersion)
	}
	if this.FrameworkName != that1.FrameworkName {
		return fmt.Errorf("FrameworkName this(%v) Not Equal that(%v)", this.FrameworkName, that1.FrameworkName)
	}
	if this.FrameworkVersion != that1.FrameworkVersion {
		return fmt.Errorf("FrameworkVersion this(%v) Not Equal that(%v)", this.FrameworkVersion, that1.FrameworkVersion)
	}
	if !this.Options.Equal(that1.Options) {
		return fmt.Errorf("Options this(%v) Not Equal that(%v)", this.Options, that1.Options)
	}
	return nil
}
func (this *PredictorOpenRequest) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*PredictorOpenRequest)
	if !ok {
		that2, ok := that.(PredictorOpenRequest)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.ModelName != that1.ModelName {
		return false
	}
	if this.ModelVersion != that1.ModelVersion {
		return false
	}
	if this.FrameworkName != that1.FrameworkName {
		return false
	}
	if this.FrameworkVersion != that1.FrameworkVersion {
		return false
	}
	if !this.Options.Equal(that1.Options) {
		return false
	}
	return true
}
func (this *PredictorCloseResponse) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*PredictorCloseResponse)
	if !ok {
		that2, ok := that.(PredictorCloseResponse)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *PredictorCloseResponse")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *PredictorCloseResponse but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *PredictorCloseResponse but is not nil && this == nil")
	}
	return nil
}
func (this *PredictorCloseResponse) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*PredictorCloseResponse)
	if !ok {
		that2, ok := that.(PredictorCloseResponse)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	return true
}
func (this *Predictor) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Predictor)
	if !ok {
		that2, ok := that.(Predictor)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Predictor")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Predictor but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Predictor but is not nil && this == nil")
	}
	if this.ID != that1.ID {
		return fmt.Errorf("ID this(%v) Not Equal that(%v)", this.ID, that1.ID)
	}
	return nil
}
func (this *Predictor) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*Predictor)
	if !ok {
		that2, ok := that.(Predictor)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.ID != that1.ID {
		return false
	}
	return true
}
func (this *URLsRequest) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*URLsRequest)
	if !ok {
		that2, ok := that.(URLsRequest)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *URLsRequest")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *URLsRequest but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *URLsRequest but is not nil && this == nil")
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return fmt.Errorf("Predictor this(%v) Not Equal that(%v)", this.Predictor, that1.Predictor)
	}
	if len(this.Urls) != len(that1.Urls) {
		return fmt.Errorf("Urls this(%v) Not Equal that(%v)", len(this.Urls), len(that1.Urls))
	}
	for i := range this.Urls {
		if !this.Urls[i].Equal(that1.Urls[i]) {
			return fmt.Errorf("Urls this[%v](%v) Not Equal that[%v](%v)", i, this.Urls[i], i, that1.Urls[i])
		}
	}
	if !this.Options.Equal(that1.Options) {
		return fmt.Errorf("Options this(%v) Not Equal that(%v)", this.Options, that1.Options)
	}
	return nil
}
func (this *URLsRequest) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*URLsRequest)
	if !ok {
		that2, ok := that.(URLsRequest)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return false
	}
	if len(this.Urls) != len(that1.Urls) {
		return false
	}
	for i := range this.Urls {
		if !this.Urls[i].Equal(that1.Urls[i]) {
			return false
		}
	}
	if !this.Options.Equal(that1.Options) {
		return false
	}
	return true
}
func (this *URLsRequest_URL) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*URLsRequest_URL)
	if !ok {
		that2, ok := that.(URLsRequest_URL)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *URLsRequest_URL")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *URLsRequest_URL but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *URLsRequest_URL but is not nil && this == nil")
	}
	if this.ID != that1.ID {
		return fmt.Errorf("ID this(%v) Not Equal that(%v)", this.ID, that1.ID)
	}
	if this.Data != that1.Data {
		return fmt.Errorf("Data this(%v) Not Equal that(%v)", this.Data, that1.Data)
	}
	return nil
}
func (this *URLsRequest_URL) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*URLsRequest_URL)
	if !ok {
		that2, ok := that.(URLsRequest_URL)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.ID != that1.ID {
		return false
	}
	if this.Data != that1.Data {
		return false
	}
	return true
}
func (this *ImagesRequest) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*ImagesRequest)
	if !ok {
		that2, ok := that.(ImagesRequest)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *ImagesRequest")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *ImagesRequest but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *ImagesRequest but is not nil && this == nil")
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return fmt.Errorf("Predictor this(%v) Not Equal that(%v)", this.Predictor, that1.Predictor)
	}
	if len(this.Images) != len(that1.Images) {
		return fmt.Errorf("Images this(%v) Not Equal that(%v)", len(this.Images), len(that1.Images))
	}
	for i := range this.Images {
		if !this.Images[i].Equal(that1.Images[i]) {
			return fmt.Errorf("Images this[%v](%v) Not Equal that[%v](%v)", i, this.Images[i], i, that1.Images[i])
		}
	}
	if !this.Options.Equal(that1.Options) {
		return fmt.Errorf("Options this(%v) Not Equal that(%v)", this.Options, that1.Options)
	}
	return nil
}
func (this *ImagesRequest) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*ImagesRequest)
	if !ok {
		that2, ok := that.(ImagesRequest)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return false
	}
	if len(this.Images) != len(that1.Images) {
		return false
	}
	for i := range this.Images {
		if !this.Images[i].Equal(that1.Images[i]) {
			return false
		}
	}
	if !this.Options.Equal(that1.Options) {
		return false
	}
	return true
}
func (this *ImagesRequest_Image) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*ImagesRequest_Image)
	if !ok {
		that2, ok := that.(ImagesRequest_Image)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *ImagesRequest_Image")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *ImagesRequest_Image but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *ImagesRequest_Image but is not nil && this == nil")
	}
	if this.ID != that1.ID {
		return fmt.Errorf("ID this(%v) Not Equal that(%v)", this.ID, that1.ID)
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return fmt.Errorf("Data this(%v) Not Equal that(%v)", this.Data, that1.Data)
	}
	return nil
}
func (this *ImagesRequest_Image) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*ImagesRequest_Image)
	if !ok {
		that2, ok := that.(ImagesRequest_Image)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.ID != that1.ID {
		return false
	}
	if !bytes.Equal(this.Data, that1.Data) {
		return false
	}
	return true
}
func (this *DatasetRequest) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*DatasetRequest)
	if !ok {
		that2, ok := that.(DatasetRequest)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *DatasetRequest")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *DatasetRequest but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *DatasetRequest but is not nil && this == nil")
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return fmt.Errorf("Predictor this(%v) Not Equal that(%v)", this.Predictor, that1.Predictor)
	}
	if !this.Dataset.Equal(that1.Dataset) {
		return fmt.Errorf("Dataset this(%v) Not Equal that(%v)", this.Dataset, that1.Dataset)
	}
	if !this.Options.Equal(that1.Options) {
		return fmt.Errorf("Options this(%v) Not Equal that(%v)", this.Options, that1.Options)
	}
	return nil
}
func (this *DatasetRequest) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*DatasetRequest)
	if !ok {
		that2, ok := that.(DatasetRequest)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return false
	}
	if !this.Dataset.Equal(that1.Dataset) {
		return false
	}
	if !this.Options.Equal(that1.Options) {
		return false
	}
	return true
}
func (this *DatasetRequest_Dataset) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*DatasetRequest_Dataset)
	if !ok {
		that2, ok := that.(DatasetRequest_Dataset)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *DatasetRequest_Dataset")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *DatasetRequest_Dataset but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *DatasetRequest_Dataset but is not nil && this == nil")
	}
	if this.Category != that1.Category {
		return fmt.Errorf("Category this(%v) Not Equal that(%v)", this.Category, that1.Category)
	}
	if this.Name != that1.Name {
		return fmt.Errorf("Name this(%v) Not Equal that(%v)", this.Name, that1.Name)
	}
	return nil
}
func (this *DatasetRequest_Dataset) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*DatasetRequest_Dataset)
	if !ok {
		that2, ok := that.(DatasetRequest_Dataset)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.Category != that1.Category {
		return false
	}
	if this.Name != that1.Name {
		return false
	}
	return true
}
func (this *Feature) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*Feature)
	if !ok {
		that2, ok := that.(Feature)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *Feature")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *Feature but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *Feature but is not nil && this == nil")
	}
	if this.Index != that1.Index {
		return fmt.Errorf("Index this(%v) Not Equal that(%v)", this.Index, that1.Index)
	}
	if this.Name != that1.Name {
		return fmt.Errorf("Name this(%v) Not Equal that(%v)", this.Name, that1.Name)
	}
	if this.Probability != that1.Probability {
		return fmt.Errorf("Probability this(%v) Not Equal that(%v)", this.Probability, that1.Probability)
	}
	if len(this.Metadata) != len(that1.Metadata) {
		return fmt.Errorf("Metadata this(%v) Not Equal that(%v)", len(this.Metadata), len(that1.Metadata))
	}
	for i := range this.Metadata {
		if this.Metadata[i] != that1.Metadata[i] {
			return fmt.Errorf("Metadata this[%v](%v) Not Equal that[%v](%v)", i, this.Metadata[i], i, that1.Metadata[i])
		}
	}
	return nil
}
func (this *Feature) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*Feature)
	if !ok {
		that2, ok := that.(Feature)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.Index != that1.Index {
		return false
	}
	if this.Name != that1.Name {
		return false
	}
	if this.Probability != that1.Probability {
		return false
	}
	if len(this.Metadata) != len(that1.Metadata) {
		return false
	}
	for i := range this.Metadata {
		if this.Metadata[i] != that1.Metadata[i] {
			return false
		}
	}
	return true
}
func (this *FeatureResponse) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*FeatureResponse)
	if !ok {
		that2, ok := that.(FeatureResponse)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *FeatureResponse")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *FeatureResponse but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *FeatureResponse but is not nil && this == nil")
	}
	if this.ID != that1.ID {
		return fmt.Errorf("ID this(%v) Not Equal that(%v)", this.ID, that1.ID)
	}
	if this.RequestID != that1.RequestID {
		return fmt.Errorf("RequestID this(%v) Not Equal that(%v)", this.RequestID, that1.RequestID)
	}
	if this.InputID != that1.InputID {
		return fmt.Errorf("InputID this(%v) Not Equal that(%v)", this.InputID, that1.InputID)
	}
	if len(this.Features) != len(that1.Features) {
		return fmt.Errorf("Features this(%v) Not Equal that(%v)", len(this.Features), len(that1.Features))
	}
	for i := range this.Features {
		if !this.Features[i].Equal(that1.Features[i]) {
			return fmt.Errorf("Features this[%v](%v) Not Equal that[%v](%v)", i, this.Features[i], i, that1.Features[i])
		}
	}
	if len(this.Metadata) != len(that1.Metadata) {
		return fmt.Errorf("Metadata this(%v) Not Equal that(%v)", len(this.Metadata), len(that1.Metadata))
	}
	for i := range this.Metadata {
		if this.Metadata[i] != that1.Metadata[i] {
			return fmt.Errorf("Metadata this[%v](%v) Not Equal that[%v](%v)", i, this.Metadata[i], i, that1.Metadata[i])
		}
	}
	return nil
}
func (this *FeatureResponse) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*FeatureResponse)
	if !ok {
		that2, ok := that.(FeatureResponse)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.ID != that1.ID {
		return false
	}
	if this.RequestID != that1.RequestID {
		return false
	}
	if this.InputID != that1.InputID {
		return false
	}
	if len(this.Features) != len(that1.Features) {
		return false
	}
	for i := range this.Features {
		if !this.Features[i].Equal(that1.Features[i]) {
			return false
		}
	}
	if len(this.Metadata) != len(that1.Metadata) {
		return false
	}
	for i := range this.Metadata {
		if this.Metadata[i] != that1.Metadata[i] {
			return false
		}
	}
	return true
}
func (this *FeaturesResponse) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*FeaturesResponse)
	if !ok {
		that2, ok := that.(FeaturesResponse)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *FeaturesResponse")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *FeaturesResponse but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *FeaturesResponse but is not nil && this == nil")
	}
	if this.ID != that1.ID {
		return fmt.Errorf("ID this(%v) Not Equal that(%v)", this.ID, that1.ID)
	}
	if len(this.Responses) != len(that1.Responses) {
		return fmt.Errorf("Responses this(%v) Not Equal that(%v)", len(this.Responses), len(that1.Responses))
	}
	for i := range this.Responses {
		if !this.Responses[i].Equal(that1.Responses[i]) {
			return fmt.Errorf("Responses this[%v](%v) Not Equal that[%v](%v)", i, this.Responses[i], i, that1.Responses[i])
		}
	}
	return nil
}
func (this *FeaturesResponse) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*FeaturesResponse)
	if !ok {
		that2, ok := that.(FeaturesResponse)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.ID != that1.ID {
		return false
	}
	if len(this.Responses) != len(that1.Responses) {
		return false
	}
	for i := range this.Responses {
		if !this.Responses[i].Equal(that1.Responses[i]) {
			return false
		}
	}
	return true
}
func (this *ResetRequest) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*ResetRequest)
	if !ok {
		that2, ok := that.(ResetRequest)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *ResetRequest")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *ResetRequest but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *ResetRequest but is not nil && this == nil")
	}
	if this.ID != that1.ID {
		return fmt.Errorf("ID this(%v) Not Equal that(%v)", this.ID, that1.ID)
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return fmt.Errorf("Predictor this(%v) Not Equal that(%v)", this.Predictor, that1.Predictor)
	}
	return nil
}
func (this *ResetRequest) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*ResetRequest)
	if !ok {
		that2, ok := that.(ResetRequest)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if this.ID != that1.ID {
		return false
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return false
	}
	return true
}
func (this *ResetResponse) VerboseEqual(that interface{}) error {
	if that == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that == nil && this != nil")
	}

	that1, ok := that.(*ResetResponse)
	if !ok {
		that2, ok := that.(ResetResponse)
		if ok {
			that1 = &that2
		} else {
			return fmt.Errorf("that is not of type *ResetResponse")
		}
	}
	if that1 == nil {
		if this == nil {
			return nil
		}
		return fmt.Errorf("that is type *ResetResponse but is nil && this != nil")
	} else if this == nil {
		return fmt.Errorf("that is type *ResetResponse but is not nil && this == nil")
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return fmt.Errorf("Predictor this(%v) Not Equal that(%v)", this.Predictor, that1.Predictor)
	}
	return nil
}
func (this *ResetResponse) Equal(that interface{}) bool {
	if that == nil {
		if this == nil {
			return true
		}
		return false
	}

	that1, ok := that.(*ResetResponse)
	if !ok {
		that2, ok := that.(ResetResponse)
		if ok {
			that1 = &that2
		} else {
			return false
		}
	}
	if that1 == nil {
		if this == nil {
			return true
		}
		return false
	} else if this == nil {
		return false
	}
	if !this.Predictor.Equal(that1.Predictor) {
		return false
	}
	return true
}
func (this *CPUOptions) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 4)
	s = append(s, "&dlframework.CPUOptions{")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *GPUOptions) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 8)
	s = append(s, "&dlframework.GPUOptions{")
	s = append(s, "PerProcessGpuMemoryFraction: "+fmt.Sprintf("%#v", this.PerProcessGpuMemoryFraction)+",\n")
	s = append(s, "AllocatorType: "+fmt.Sprintf("%#v", this.AllocatorType)+",\n")
	s = append(s, "VisibleDeviceList: "+fmt.Sprintf("%#v", this.VisibleDeviceList)+",\n")
	s = append(s, "ForceGpuCompatible: "+fmt.Sprintf("%#v", this.ForceGpuCompatible)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *ExecutionOptions) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 9)
	s = append(s, "&dlframework.ExecutionOptions{")
	s = append(s, "TraceLevel: "+fmt.Sprintf("%#v", this.TraceLevel)+",\n")
	s = append(s, "TimeoutInMs: "+fmt.Sprintf("%#v", this.TimeoutInMs)+",\n")
	keysForDeviceCount := make([]string, 0, len(this.DeviceCount))
	for k := range this.DeviceCount {
		keysForDeviceCount = append(keysForDeviceCount, k)
	}
	github_com_gogo_protobuf_sortkeys.Strings(keysForDeviceCount)
	mapStringForDeviceCount := "map[string]int32{"
	for _, k := range keysForDeviceCount {
		mapStringForDeviceCount += fmt.Sprintf("%#v: %#v,", k, this.DeviceCount[k])
	}
	mapStringForDeviceCount += "}"
	if this.DeviceCount != nil {
		s = append(s, "DeviceCount: "+mapStringForDeviceCount+",\n")
	}
	if this.CpuOptions != nil {
		s = append(s, "CpuOptions: "+fmt.Sprintf("%#v", this.CpuOptions)+",\n")
	}
	if this.GpuOptions != nil {
		s = append(s, "GpuOptions: "+fmt.Sprintf("%#v", this.GpuOptions)+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *PredictionOptions) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 9)
	s = append(s, "&dlframework.PredictionOptions{")
	s = append(s, "RequestID: "+fmt.Sprintf("%#v", this.RequestID)+",\n")
	s = append(s, "FeatureLimit: "+fmt.Sprintf("%#v", this.FeatureLimit)+",\n")
	s = append(s, "BatchSize: "+fmt.Sprintf("%#v", this.BatchSize)+",\n")
	if this.ExecutionOptions != nil {
		s = append(s, "ExecutionOptions: "+fmt.Sprintf("%#v", this.ExecutionOptions)+",\n")
	}
	s = append(s, "Agent: "+fmt.Sprintf("%#v", this.Agent)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *PredictorOpenRequest) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 9)
	s = append(s, "&dlframework.PredictorOpenRequest{")
	s = append(s, "ModelName: "+fmt.Sprintf("%#v", this.ModelName)+",\n")
	s = append(s, "ModelVersion: "+fmt.Sprintf("%#v", this.ModelVersion)+",\n")
	s = append(s, "FrameworkName: "+fmt.Sprintf("%#v", this.FrameworkName)+",\n")
	s = append(s, "FrameworkVersion: "+fmt.Sprintf("%#v", this.FrameworkVersion)+",\n")
	if this.Options != nil {
		s = append(s, "Options: "+fmt.Sprintf("%#v", this.Options)+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *PredictorCloseResponse) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 4)
	s = append(s, "&dlframework.PredictorCloseResponse{")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *Predictor) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 5)
	s = append(s, "&dlframework.Predictor{")
	s = append(s, "ID: "+fmt.Sprintf("%#v", this.ID)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *URLsRequest) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 7)
	s = append(s, "&dlframework.URLsRequest{")
	if this.Predictor != nil {
		s = append(s, "Predictor: "+fmt.Sprintf("%#v", this.Predictor)+",\n")
	}
	if this.Urls != nil {
		s = append(s, "Urls: "+fmt.Sprintf("%#v", this.Urls)+",\n")
	}
	if this.Options != nil {
		s = append(s, "Options: "+fmt.Sprintf("%#v", this.Options)+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *URLsRequest_URL) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.URLsRequest_URL{")
	s = append(s, "ID: "+fmt.Sprintf("%#v", this.ID)+",\n")
	s = append(s, "Data: "+fmt.Sprintf("%#v", this.Data)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *ImagesRequest) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 7)
	s = append(s, "&dlframework.ImagesRequest{")
	if this.Predictor != nil {
		s = append(s, "Predictor: "+fmt.Sprintf("%#v", this.Predictor)+",\n")
	}
	if this.Images != nil {
		s = append(s, "Images: "+fmt.Sprintf("%#v", this.Images)+",\n")
	}
	if this.Options != nil {
		s = append(s, "Options: "+fmt.Sprintf("%#v", this.Options)+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *ImagesRequest_Image) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.ImagesRequest_Image{")
	s = append(s, "ID: "+fmt.Sprintf("%#v", this.ID)+",\n")
	s = append(s, "Data: "+fmt.Sprintf("%#v", this.Data)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *DatasetRequest) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 7)
	s = append(s, "&dlframework.DatasetRequest{")
	if this.Predictor != nil {
		s = append(s, "Predictor: "+fmt.Sprintf("%#v", this.Predictor)+",\n")
	}
	if this.Dataset != nil {
		s = append(s, "Dataset: "+fmt.Sprintf("%#v", this.Dataset)+",\n")
	}
	if this.Options != nil {
		s = append(s, "Options: "+fmt.Sprintf("%#v", this.Options)+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *DatasetRequest_Dataset) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.DatasetRequest_Dataset{")
	s = append(s, "Category: "+fmt.Sprintf("%#v", this.Category)+",\n")
	s = append(s, "Name: "+fmt.Sprintf("%#v", this.Name)+",\n")
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *Feature) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 8)
	s = append(s, "&dlframework.Feature{")
	s = append(s, "Index: "+fmt.Sprintf("%#v", this.Index)+",\n")
	s = append(s, "Name: "+fmt.Sprintf("%#v", this.Name)+",\n")
	s = append(s, "Probability: "+fmt.Sprintf("%#v", this.Probability)+",\n")
	keysForMetadata := make([]string, 0, len(this.Metadata))
	for k := range this.Metadata {
		keysForMetadata = append(keysForMetadata, k)
	}
	github_com_gogo_protobuf_sortkeys.Strings(keysForMetadata)
	mapStringForMetadata := "map[string]string{"
	for _, k := range keysForMetadata {
		mapStringForMetadata += fmt.Sprintf("%#v: %#v,", k, this.Metadata[k])
	}
	mapStringForMetadata += "}"
	if this.Metadata != nil {
		s = append(s, "Metadata: "+mapStringForMetadata+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *FeatureResponse) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 9)
	s = append(s, "&dlframework.FeatureResponse{")
	s = append(s, "ID: "+fmt.Sprintf("%#v", this.ID)+",\n")
	s = append(s, "RequestID: "+fmt.Sprintf("%#v", this.RequestID)+",\n")
	s = append(s, "InputID: "+fmt.Sprintf("%#v", this.InputID)+",\n")
	if this.Features != nil {
		s = append(s, "Features: "+fmt.Sprintf("%#v", this.Features)+",\n")
	}
	keysForMetadata := make([]string, 0, len(this.Metadata))
	for k := range this.Metadata {
		keysForMetadata = append(keysForMetadata, k)
	}
	github_com_gogo_protobuf_sortkeys.Strings(keysForMetadata)
	mapStringForMetadata := "map[string]string{"
	for _, k := range keysForMetadata {
		mapStringForMetadata += fmt.Sprintf("%#v: %#v,", k, this.Metadata[k])
	}
	mapStringForMetadata += "}"
	if this.Metadata != nil {
		s = append(s, "Metadata: "+mapStringForMetadata+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *FeaturesResponse) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.FeaturesResponse{")
	s = append(s, "ID: "+fmt.Sprintf("%#v", this.ID)+",\n")
	if this.Responses != nil {
		s = append(s, "Responses: "+fmt.Sprintf("%#v", this.Responses)+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *ResetRequest) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 6)
	s = append(s, "&dlframework.ResetRequest{")
	s = append(s, "ID: "+fmt.Sprintf("%#v", this.ID)+",\n")
	if this.Predictor != nil {
		s = append(s, "Predictor: "+fmt.Sprintf("%#v", this.Predictor)+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func (this *ResetResponse) GoString() string {
	if this == nil {
		return "nil"
	}
	s := make([]string, 0, 5)
	s = append(s, "&dlframework.ResetResponse{")
	if this.Predictor != nil {
		s = append(s, "Predictor: "+fmt.Sprintf("%#v", this.Predictor)+",\n")
	}
	s = append(s, "}")
	return strings.Join(s, "")
}
func valueToGoStringPredictor(v interface{}, typ string) string {
	rv := reflect.ValueOf(v)
	if rv.IsNil() {
		return "nil"
	}
	pv := reflect.Indirect(rv).Interface()
	return fmt.Sprintf("func(v %v) *%v { return &v } ( %#v )", typ, typ, pv)
}

// Reference imports to suppress errors if they are not otherwise used.
var _ context.Context
var _ grpc.ClientConn

// This is a compile-time assertion to ensure that this generated file
// is compatible with the grpc package it is being compiled against.
const _ = grpc.SupportPackageIsVersion4

// Client API for Predict service

type PredictClient interface {
	// Opens a predictor and returns an id where the predictor
	// is accessible. The id can be used to perform inference
	// requests.
	Open(ctx context.Context, in *PredictorOpenRequest, opts ...grpc.CallOption) (*Predictor, error)
	// Close a predictor clear it's memory.
	Close(ctx context.Context, in *Predictor, opts ...grpc.CallOption) (*PredictorCloseResponse, error)
	// Image method receives a stream of urls and runs
	// the predictor on all the urls. The
	//
	// The result is a prediction feature stream for each url.
	URLs(ctx context.Context, in *URLsRequest, opts ...grpc.CallOption) (*FeaturesResponse, error)
	// Image method receives a stream of urls and runs
	// the predictor on all the urls. The
	//
	// The result is a prediction feature stream for each url.
	URLsStream(ctx context.Context, in *URLsRequest, opts ...grpc.CallOption) (Predict_URLsStreamClient, error)
	// Image method receives a list base64 encoded images and runs
	// the predictor on all the images.
	//
	// The result is a prediction feature list for each image.
	Images(ctx context.Context, in *ImagesRequest, opts ...grpc.CallOption) (*FeaturesResponse, error)
	// Image method receives a list base64 encoded images and runs
	// the predictor on all the images.
	//
	// The result is a prediction feature stream for each image.
	ImagesStream(ctx context.Context, in *ImagesRequest, opts ...grpc.CallOption) (Predict_ImagesStreamClient, error)
	// Dataset method receives a single dataset and runs
	// the predictor on all elements of the dataset.
	//
	// The result is a prediction feature list.
	Dataset(ctx context.Context, in *DatasetRequest, opts ...grpc.CallOption) (*FeaturesResponse, error)
	// Dataset method receives a single dataset and runs
	// the predictor on all elements of the dataset.
	//
	// The result is a prediction feature stream.
	DatasetStream(ctx context.Context, in *DatasetRequest, opts ...grpc.CallOption) (Predict_DatasetStreamClient, error)
	// Clear method clears the internal cache of the predictors
	Reset(ctx context.Context, in *ResetRequest, opts ...grpc.CallOption) (*ResetResponse, error)
}

type predictClient struct {
	cc *grpc.ClientConn
}

func NewPredictClient(cc *grpc.ClientConn) PredictClient {
	return &predictClient{cc}
}

func (c *predictClient) Open(ctx context.Context, in *PredictorOpenRequest, opts ...grpc.CallOption) (*Predictor, error) {
	out := new(Predictor)
	err := grpc.Invoke(ctx, "/carml.org.dlframework.Predict/Open", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *predictClient) Close(ctx context.Context, in *Predictor, opts ...grpc.CallOption) (*PredictorCloseResponse, error) {
	out := new(PredictorCloseResponse)
	err := grpc.Invoke(ctx, "/carml.org.dlframework.Predict/Close", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *predictClient) URLs(ctx context.Context, in *URLsRequest, opts ...grpc.CallOption) (*FeaturesResponse, error) {
	out := new(FeaturesResponse)
	err := grpc.Invoke(ctx, "/carml.org.dlframework.Predict/URLs", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *predictClient) URLsStream(ctx context.Context, in *URLsRequest, opts ...grpc.CallOption) (Predict_URLsStreamClient, error) {
	stream, err := grpc.NewClientStream(ctx, &_Predict_serviceDesc.Streams[0], c.cc, "/carml.org.dlframework.Predict/URLsStream", opts...)
	if err != nil {
		return nil, err
	}
	x := &predictURLsStreamClient{stream}
	if err := x.ClientStream.SendMsg(in); err != nil {
		return nil, err
	}
	if err := x.ClientStream.CloseSend(); err != nil {
		return nil, err
	}
	return x, nil
}

type Predict_URLsStreamClient interface {
	Recv() (*FeatureResponse, error)
	grpc.ClientStream
}

type predictURLsStreamClient struct {
	grpc.ClientStream
}

func (x *predictURLsStreamClient) Recv() (*FeatureResponse, error) {
	m := new(FeatureResponse)
	if err := x.ClientStream.RecvMsg(m); err != nil {
		return nil, err
	}
	return m, nil
}

func (c *predictClient) Images(ctx context.Context, in *ImagesRequest, opts ...grpc.CallOption) (*FeaturesResponse, error) {
	out := new(FeaturesResponse)
	err := grpc.Invoke(ctx, "/carml.org.dlframework.Predict/Images", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *predictClient) ImagesStream(ctx context.Context, in *ImagesRequest, opts ...grpc.CallOption) (Predict_ImagesStreamClient, error) {
	stream, err := grpc.NewClientStream(ctx, &_Predict_serviceDesc.Streams[1], c.cc, "/carml.org.dlframework.Predict/ImagesStream", opts...)
	if err != nil {
		return nil, err
	}
	x := &predictImagesStreamClient{stream}
	if err := x.ClientStream.SendMsg(in); err != nil {
		return nil, err
	}
	if err := x.ClientStream.CloseSend(); err != nil {
		return nil, err
	}
	return x, nil
}

type Predict_ImagesStreamClient interface {
	Recv() (*FeatureResponse, error)
	grpc.ClientStream
}

type predictImagesStreamClient struct {
	grpc.ClientStream
}

func (x *predictImagesStreamClient) Recv() (*FeatureResponse, error) {
	m := new(FeatureResponse)
	if err := x.ClientStream.RecvMsg(m); err != nil {
		return nil, err
	}
	return m, nil
}

func (c *predictClient) Dataset(ctx context.Context, in *DatasetRequest, opts ...grpc.CallOption) (*FeaturesResponse, error) {
	out := new(FeaturesResponse)
	err := grpc.Invoke(ctx, "/carml.org.dlframework.Predict/Dataset", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *predictClient) DatasetStream(ctx context.Context, in *DatasetRequest, opts ...grpc.CallOption) (Predict_DatasetStreamClient, error) {
	stream, err := grpc.NewClientStream(ctx, &_Predict_serviceDesc.Streams[2], c.cc, "/carml.org.dlframework.Predict/DatasetStream", opts...)
	if err != nil {
		return nil, err
	}
	x := &predictDatasetStreamClient{stream}
	if err := x.ClientStream.SendMsg(in); err != nil {
		return nil, err
	}
	if err := x.ClientStream.CloseSend(); err != nil {
		return nil, err
	}
	return x, nil
}

type Predict_DatasetStreamClient interface {
	Recv() (*FeatureResponse, error)
	grpc.ClientStream
}

type predictDatasetStreamClient struct {
	grpc.ClientStream
}

func (x *predictDatasetStreamClient) Recv() (*FeatureResponse, error) {
	m := new(FeatureResponse)
	if err := x.ClientStream.RecvMsg(m); err != nil {
		return nil, err
	}
	return m, nil
}

func (c *predictClient) Reset(ctx context.Context, in *ResetRequest, opts ...grpc.CallOption) (*ResetResponse, error) {
	out := new(ResetResponse)
	err := grpc.Invoke(ctx, "/carml.org.dlframework.Predict/Reset", in, out, c.cc, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

// Server API for Predict service

type PredictServer interface {
	// Opens a predictor and returns an id where the predictor
	// is accessible. The id can be used to perform inference
	// requests.
	Open(context.Context, *PredictorOpenRequest) (*Predictor, error)
	// Close a predictor clear it's memory.
	Close(context.Context, *Predictor) (*PredictorCloseResponse, error)
	// Image method receives a stream of urls and runs
	// the predictor on all the urls. The
	//
	// The result is a prediction feature stream for each url.
	URLs(context.Context, *URLsRequest) (*FeaturesResponse, error)
	// Image method receives a stream of urls and runs
	// the predictor on all the urls. The
	//
	// The result is a prediction feature stream for each url.
	URLsStream(*URLsRequest, Predict_URLsStreamServer) error
	// Image method receives a list base64 encoded images and runs
	// the predictor on all the images.
	//
	// The result is a prediction feature list for each image.
	Images(context.Context, *ImagesRequest) (*FeaturesResponse, error)
	// Image method receives a list base64 encoded images and runs
	// the predictor on all the images.
	//
	// The result is a prediction feature stream for each image.
	ImagesStream(*ImagesRequest, Predict_ImagesStreamServer) error
	// Dataset method receives a single dataset and runs
	// the predictor on all elements of the dataset.
	//
	// The result is a prediction feature list.
	Dataset(context.Context, *DatasetRequest) (*FeaturesResponse, error)
	// Dataset method receives a single dataset and runs
	// the predictor on all elements of the dataset.
	//
	// The result is a prediction feature stream.
	DatasetStream(*DatasetRequest, Predict_DatasetStreamServer) error
	// Clear method clears the internal cache of the predictors
	Reset(context.Context, *ResetRequest) (*ResetResponse, error)
}

func RegisterPredictServer(s *grpc.Server, srv PredictServer) {
	s.RegisterService(&_Predict_serviceDesc, srv)
}

func _Predict_Open_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(PredictorOpenRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(PredictServer).Open(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/carml.org.dlframework.Predict/Open",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(PredictServer).Open(ctx, req.(*PredictorOpenRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _Predict_Close_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(Predictor)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(PredictServer).Close(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/carml.org.dlframework.Predict/Close",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(PredictServer).Close(ctx, req.(*Predictor))
	}
	return interceptor(ctx, in, info, handler)
}

func _Predict_URLs_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(URLsRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(PredictServer).URLs(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/carml.org.dlframework.Predict/URLs",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(PredictServer).URLs(ctx, req.(*URLsRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _Predict_URLsStream_Handler(srv interface{}, stream grpc.ServerStream) error {
	m := new(URLsRequest)
	if err := stream.RecvMsg(m); err != nil {
		return err
	}
	return srv.(PredictServer).URLsStream(m, &predictURLsStreamServer{stream})
}

type Predict_URLsStreamServer interface {
	Send(*FeatureResponse) error
	grpc.ServerStream
}

type predictURLsStreamServer struct {
	grpc.ServerStream
}

func (x *predictURLsStreamServer) Send(m *FeatureResponse) error {
	return x.ServerStream.SendMsg(m)
}

func _Predict_Images_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(ImagesRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(PredictServer).Images(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/carml.org.dlframework.Predict/Images",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(PredictServer).Images(ctx, req.(*ImagesRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _Predict_ImagesStream_Handler(srv interface{}, stream grpc.ServerStream) error {
	m := new(ImagesRequest)
	if err := stream.RecvMsg(m); err != nil {
		return err
	}
	return srv.(PredictServer).ImagesStream(m, &predictImagesStreamServer{stream})
}

type Predict_ImagesStreamServer interface {
	Send(*FeatureResponse) error
	grpc.ServerStream
}

type predictImagesStreamServer struct {
	grpc.ServerStream
}

func (x *predictImagesStreamServer) Send(m *FeatureResponse) error {
	return x.ServerStream.SendMsg(m)
}

func _Predict_Dataset_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(DatasetRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(PredictServer).Dataset(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/carml.org.dlframework.Predict/Dataset",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(PredictServer).Dataset(ctx, req.(*DatasetRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _Predict_DatasetStream_Handler(srv interface{}, stream grpc.ServerStream) error {
	m := new(DatasetRequest)
	if err := stream.RecvMsg(m); err != nil {
		return err
	}
	return srv.(PredictServer).DatasetStream(m, &predictDatasetStreamServer{stream})
}

type Predict_DatasetStreamServer interface {
	Send(*FeatureResponse) error
	grpc.ServerStream
}

type predictDatasetStreamServer struct {
	grpc.ServerStream
}

func (x *predictDatasetStreamServer) Send(m *FeatureResponse) error {
	return x.ServerStream.SendMsg(m)
}

func _Predict_Reset_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(ResetRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(PredictServer).Reset(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/carml.org.dlframework.Predict/Reset",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(PredictServer).Reset(ctx, req.(*ResetRequest))
	}
	return interceptor(ctx, in, info, handler)
}

var _Predict_serviceDesc = grpc.ServiceDesc{
	ServiceName: "carml.org.dlframework.Predict",
	HandlerType: (*PredictServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "Open",
			Handler:    _Predict_Open_Handler,
		},
		{
			MethodName: "Close",
			Handler:    _Predict_Close_Handler,
		},
		{
			MethodName: "URLs",
			Handler:    _Predict_URLs_Handler,
		},
		{
			MethodName: "Images",
			Handler:    _Predict_Images_Handler,
		},
		{
			MethodName: "Dataset",
			Handler:    _Predict_Dataset_Handler,
		},
		{
			MethodName: "Reset",
			Handler:    _Predict_Reset_Handler,
		},
	},
	Streams: []grpc.StreamDesc{
		{
			StreamName:    "URLsStream",
			Handler:       _Predict_URLsStream_Handler,
			ServerStreams: true,
		},
		{
			StreamName:    "ImagesStream",
			Handler:       _Predict_ImagesStream_Handler,
			ServerStreams: true,
		},
		{
			StreamName:    "DatasetStream",
			Handler:       _Predict_DatasetStream_Handler,
			ServerStreams: true,
		},
	},
	Metadata: "predictor.proto",
}

func (m *CPUOptions) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *CPUOptions) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	return i, nil
}

func (m *GPUOptions) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *GPUOptions) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if m.PerProcessGpuMemoryFraction != 0 {
		dAtA[i] = 0x9
		i++
		i = encodeFixed64Predictor(dAtA, i, uint64(math.Float64bits(float64(m.PerProcessGpuMemoryFraction))))
	}
	if len(m.AllocatorType) > 0 {
		dAtA[i] = 0x12
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.AllocatorType)))
		i += copy(dAtA[i:], m.AllocatorType)
	}
	if len(m.VisibleDeviceList) > 0 {
		dAtA[i] = 0x2a
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.VisibleDeviceList)))
		i += copy(dAtA[i:], m.VisibleDeviceList)
	}
	if m.ForceGpuCompatible {
		dAtA[i] = 0x40
		i++
		if m.ForceGpuCompatible {
			dAtA[i] = 1
		} else {
			dAtA[i] = 0
		}
		i++
	}
	return i, nil
}

func (m *ExecutionOptions) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *ExecutionOptions) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if m.TraceLevel != 0 {
		dAtA[i] = 0x8
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.TraceLevel))
	}
	if m.TimeoutInMs != 0 {
		dAtA[i] = 0x10
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.TimeoutInMs))
	}
	if len(m.DeviceCount) > 0 {
		for k := range m.DeviceCount {
			dAtA[i] = 0x1a
			i++
			v := m.DeviceCount[k]
			mapSize := 1 + len(k) + sovPredictor(uint64(len(k))) + 1 + sovPredictor(uint64(v))
			i = encodeVarintPredictor(dAtA, i, uint64(mapSize))
			dAtA[i] = 0xa
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(len(k)))
			i += copy(dAtA[i:], k)
			dAtA[i] = 0x10
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(v))
		}
	}
	if m.CpuOptions != nil {
		dAtA[i] = 0x22
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.CpuOptions.Size()))
		n1, err := m.CpuOptions.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n1
	}
	if m.GpuOptions != nil {
		dAtA[i] = 0x2a
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.GpuOptions.Size()))
		n2, err := m.GpuOptions.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n2
	}
	return i, nil
}

func (m *PredictionOptions) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *PredictionOptions) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if len(m.RequestID) > 0 {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.RequestID)))
		i += copy(dAtA[i:], m.RequestID)
	}
	if m.FeatureLimit != 0 {
		dAtA[i] = 0x10
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.FeatureLimit))
	}
	if m.BatchSize != 0 {
		dAtA[i] = 0x18
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.BatchSize))
	}
	if m.ExecutionOptions != nil {
		dAtA[i] = 0x22
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.ExecutionOptions.Size()))
		n3, err := m.ExecutionOptions.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n3
	}
	if len(m.Agent) > 0 {
		dAtA[i] = 0x2a
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.Agent)))
		i += copy(dAtA[i:], m.Agent)
	}
	return i, nil
}

func (m *PredictorOpenRequest) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *PredictorOpenRequest) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if len(m.ModelName) > 0 {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.ModelName)))
		i += copy(dAtA[i:], m.ModelName)
	}
	if len(m.ModelVersion) > 0 {
		dAtA[i] = 0x12
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.ModelVersion)))
		i += copy(dAtA[i:], m.ModelVersion)
	}
	if len(m.FrameworkName) > 0 {
		dAtA[i] = 0x1a
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.FrameworkName)))
		i += copy(dAtA[i:], m.FrameworkName)
	}
	if len(m.FrameworkVersion) > 0 {
		dAtA[i] = 0x22
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.FrameworkVersion)))
		i += copy(dAtA[i:], m.FrameworkVersion)
	}
	if m.Options != nil {
		dAtA[i] = 0x2a
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Options.Size()))
		n4, err := m.Options.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n4
	}
	return i, nil
}

func (m *PredictorCloseResponse) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *PredictorCloseResponse) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	return i, nil
}

func (m *Predictor) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *Predictor) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if len(m.ID) > 0 {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.ID)))
		i += copy(dAtA[i:], m.ID)
	}
	return i, nil
}

func (m *URLsRequest) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *URLsRequest) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if m.Predictor != nil {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Predictor.Size()))
		n5, err := m.Predictor.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n5
	}
	if len(m.Urls) > 0 {
		for _, msg := range m.Urls {
			dAtA[i] = 0x12
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(msg.Size()))
			n, err := msg.MarshalTo(dAtA[i:])
			if err != nil {
				return 0, err
			}
			i += n
		}
	}
	if m.Options != nil {
		dAtA[i] = 0x1a
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Options.Size()))
		n6, err := m.Options.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n6
	}
	return i, nil
}

func (m *URLsRequest_URL) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *URLsRequest_URL) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if len(m.ID) > 0 {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.ID)))
		i += copy(dAtA[i:], m.ID)
	}
	if len(m.Data) > 0 {
		dAtA[i] = 0x12
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.Data)))
		i += copy(dAtA[i:], m.Data)
	}
	return i, nil
}

func (m *ImagesRequest) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *ImagesRequest) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if m.Predictor != nil {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Predictor.Size()))
		n7, err := m.Predictor.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n7
	}
	if len(m.Images) > 0 {
		for _, msg := range m.Images {
			dAtA[i] = 0x12
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(msg.Size()))
			n, err := msg.MarshalTo(dAtA[i:])
			if err != nil {
				return 0, err
			}
			i += n
		}
	}
	if m.Options != nil {
		dAtA[i] = 0x1a
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Options.Size()))
		n8, err := m.Options.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n8
	}
	return i, nil
}

func (m *ImagesRequest_Image) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *ImagesRequest_Image) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if len(m.ID) > 0 {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.ID)))
		i += copy(dAtA[i:], m.ID)
	}
	if len(m.Data) > 0 {
		dAtA[i] = 0x12
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.Data)))
		i += copy(dAtA[i:], m.Data)
	}
	return i, nil
}

func (m *DatasetRequest) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *DatasetRequest) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if m.Predictor != nil {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Predictor.Size()))
		n9, err := m.Predictor.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n9
	}
	if m.Dataset != nil {
		dAtA[i] = 0x12
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Dataset.Size()))
		n10, err := m.Dataset.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n10
	}
	if m.Options != nil {
		dAtA[i] = 0x1a
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Options.Size()))
		n11, err := m.Options.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n11
	}
	return i, nil
}

func (m *DatasetRequest_Dataset) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *DatasetRequest_Dataset) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if len(m.Category) > 0 {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.Category)))
		i += copy(dAtA[i:], m.Category)
	}
	if len(m.Name) > 0 {
		dAtA[i] = 0x12
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.Name)))
		i += copy(dAtA[i:], m.Name)
	}
	return i, nil
}

func (m *Feature) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *Feature) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if m.Index != 0 {
		dAtA[i] = 0x8
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Index))
	}
	if len(m.Name) > 0 {
		dAtA[i] = 0x12
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.Name)))
		i += copy(dAtA[i:], m.Name)
	}
	if m.Probability != 0 {
		dAtA[i] = 0x1d
		i++
		i = encodeFixed32Predictor(dAtA, i, uint32(math.Float32bits(float32(m.Probability))))
	}
	if len(m.Metadata) > 0 {
		for k := range m.Metadata {
			dAtA[i] = 0x22
			i++
			v := m.Metadata[k]
			mapSize := 1 + len(k) + sovPredictor(uint64(len(k))) + 1 + len(v) + sovPredictor(uint64(len(v)))
			i = encodeVarintPredictor(dAtA, i, uint64(mapSize))
			dAtA[i] = 0xa
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(len(k)))
			i += copy(dAtA[i:], k)
			dAtA[i] = 0x12
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(len(v)))
			i += copy(dAtA[i:], v)
		}
	}
	return i, nil
}

func (m *FeatureResponse) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *FeatureResponse) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if len(m.ID) > 0 {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.ID)))
		i += copy(dAtA[i:], m.ID)
	}
	if len(m.RequestID) > 0 {
		dAtA[i] = 0x12
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.RequestID)))
		i += copy(dAtA[i:], m.RequestID)
	}
	if len(m.InputID) > 0 {
		dAtA[i] = 0x1a
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.InputID)))
		i += copy(dAtA[i:], m.InputID)
	}
	if len(m.Features) > 0 {
		for _, msg := range m.Features {
			dAtA[i] = 0x22
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(msg.Size()))
			n, err := msg.MarshalTo(dAtA[i:])
			if err != nil {
				return 0, err
			}
			i += n
		}
	}
	if len(m.Metadata) > 0 {
		for k := range m.Metadata {
			dAtA[i] = 0x2a
			i++
			v := m.Metadata[k]
			mapSize := 1 + len(k) + sovPredictor(uint64(len(k))) + 1 + len(v) + sovPredictor(uint64(len(v)))
			i = encodeVarintPredictor(dAtA, i, uint64(mapSize))
			dAtA[i] = 0xa
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(len(k)))
			i += copy(dAtA[i:], k)
			dAtA[i] = 0x12
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(len(v)))
			i += copy(dAtA[i:], v)
		}
	}
	return i, nil
}

func (m *FeaturesResponse) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *FeaturesResponse) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if len(m.ID) > 0 {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.ID)))
		i += copy(dAtA[i:], m.ID)
	}
	if len(m.Responses) > 0 {
		for _, msg := range m.Responses {
			dAtA[i] = 0x12
			i++
			i = encodeVarintPredictor(dAtA, i, uint64(msg.Size()))
			n, err := msg.MarshalTo(dAtA[i:])
			if err != nil {
				return 0, err
			}
			i += n
		}
	}
	return i, nil
}

func (m *ResetRequest) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *ResetRequest) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if m.Predictor != nil {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Predictor.Size()))
		n12, err := m.Predictor.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n12
	}
	if len(m.ID) > 0 {
		dAtA[i] = 0x12
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(len(m.ID)))
		i += copy(dAtA[i:], m.ID)
	}
	return i, nil
}

func (m *ResetResponse) Marshal() (dAtA []byte, err error) {
	size := m.Size()
	dAtA = make([]byte, size)
	n, err := m.MarshalTo(dAtA)
	if err != nil {
		return nil, err
	}
	return dAtA[:n], nil
}

func (m *ResetResponse) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if m.Predictor != nil {
		dAtA[i] = 0xa
		i++
		i = encodeVarintPredictor(dAtA, i, uint64(m.Predictor.Size()))
		n13, err := m.Predictor.MarshalTo(dAtA[i:])
		if err != nil {
			return 0, err
		}
		i += n13
	}
	return i, nil
}

func encodeFixed64Predictor(dAtA []byte, offset int, v uint64) int {
	dAtA[offset] = uint8(v)
	dAtA[offset+1] = uint8(v >> 8)
	dAtA[offset+2] = uint8(v >> 16)
	dAtA[offset+3] = uint8(v >> 24)
	dAtA[offset+4] = uint8(v >> 32)
	dAtA[offset+5] = uint8(v >> 40)
	dAtA[offset+6] = uint8(v >> 48)
	dAtA[offset+7] = uint8(v >> 56)
	return offset + 8
}
func encodeFixed32Predictor(dAtA []byte, offset int, v uint32) int {
	dAtA[offset] = uint8(v)
	dAtA[offset+1] = uint8(v >> 8)
	dAtA[offset+2] = uint8(v >> 16)
	dAtA[offset+3] = uint8(v >> 24)
	return offset + 4
}
func encodeVarintPredictor(dAtA []byte, offset int, v uint64) int {
	for v >= 1<<7 {
		dAtA[offset] = uint8(v&0x7f | 0x80)
		v >>= 7
		offset++
	}
	dAtA[offset] = uint8(v)
	return offset + 1
}
func NewPopulatedCPUOptions(r randyPredictor, easy bool) *CPUOptions {
	this := &CPUOptions{}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedGPUOptions(r randyPredictor, easy bool) *GPUOptions {
	this := &GPUOptions{}
	this.PerProcessGpuMemoryFraction = float64(r.Float64())
	if r.Intn(2) == 0 {
		this.PerProcessGpuMemoryFraction *= -1
	}
	this.AllocatorType = string(randStringPredictor(r))
	this.VisibleDeviceList = string(randStringPredictor(r))
	this.ForceGpuCompatible = bool(bool(r.Intn(2) == 0))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedExecutionOptions(r randyPredictor, easy bool) *ExecutionOptions {
	this := &ExecutionOptions{}
	this.TraceLevel = ExecutionOptions_TraceLevel([]int32{0, 1, 2, 3, 4, 5}[r.Intn(6)])
	this.TimeoutInMs = int64(r.Int63())
	if r.Intn(2) == 0 {
		this.TimeoutInMs *= -1
	}
	if r.Intn(10) != 0 {
		v1 := r.Intn(10)
		this.DeviceCount = make(map[string]int32)
		for i := 0; i < v1; i++ {
			v2 := randStringPredictor(r)
			this.DeviceCount[v2] = int32(r.Int31())
			if r.Intn(2) == 0 {
				this.DeviceCount[v2] *= -1
			}
		}
	}
	if r.Intn(10) != 0 {
		this.CpuOptions = NewPopulatedCPUOptions(r, easy)
	}
	if r.Intn(10) != 0 {
		this.GpuOptions = NewPopulatedGPUOptions(r, easy)
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedPredictionOptions(r randyPredictor, easy bool) *PredictionOptions {
	this := &PredictionOptions{}
	this.RequestID = string(randStringPredictor(r))
	this.FeatureLimit = int32(r.Int31())
	if r.Intn(2) == 0 {
		this.FeatureLimit *= -1
	}
	this.BatchSize = uint32(r.Uint32())
	if r.Intn(10) != 0 {
		this.ExecutionOptions = NewPopulatedExecutionOptions(r, easy)
	}
	this.Agent = string(randStringPredictor(r))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedPredictorOpenRequest(r randyPredictor, easy bool) *PredictorOpenRequest {
	this := &PredictorOpenRequest{}
	this.ModelName = string(randStringPredictor(r))
	this.ModelVersion = string(randStringPredictor(r))
	this.FrameworkName = string(randStringPredictor(r))
	this.FrameworkVersion = string(randStringPredictor(r))
	if r.Intn(10) != 0 {
		this.Options = NewPopulatedPredictionOptions(r, easy)
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedPredictorCloseResponse(r randyPredictor, easy bool) *PredictorCloseResponse {
	this := &PredictorCloseResponse{}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedPredictor(r randyPredictor, easy bool) *Predictor {
	this := &Predictor{}
	this.ID = string(randStringPredictor(r))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedURLsRequest(r randyPredictor, easy bool) *URLsRequest {
	this := &URLsRequest{}
	if r.Intn(10) != 0 {
		this.Predictor = NewPopulatedPredictor(r, easy)
	}
	if r.Intn(10) != 0 {
		v3 := r.Intn(5)
		this.Urls = make([]*URLsRequest_URL, v3)
		for i := 0; i < v3; i++ {
			this.Urls[i] = NewPopulatedURLsRequest_URL(r, easy)
		}
	}
	if r.Intn(10) != 0 {
		this.Options = NewPopulatedPredictionOptions(r, easy)
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedURLsRequest_URL(r randyPredictor, easy bool) *URLsRequest_URL {
	this := &URLsRequest_URL{}
	this.ID = string(randStringPredictor(r))
	this.Data = string(randStringPredictor(r))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedImagesRequest(r randyPredictor, easy bool) *ImagesRequest {
	this := &ImagesRequest{}
	if r.Intn(10) != 0 {
		this.Predictor = NewPopulatedPredictor(r, easy)
	}
	if r.Intn(10) != 0 {
		v4 := r.Intn(5)
		this.Images = make([]*ImagesRequest_Image, v4)
		for i := 0; i < v4; i++ {
			this.Images[i] = NewPopulatedImagesRequest_Image(r, easy)
		}
	}
	if r.Intn(10) != 0 {
		this.Options = NewPopulatedPredictionOptions(r, easy)
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedImagesRequest_Image(r randyPredictor, easy bool) *ImagesRequest_Image {
	this := &ImagesRequest_Image{}
	this.ID = string(randStringPredictor(r))
	v5 := r.Intn(100)
	this.Data = make([]byte, v5)
	for i := 0; i < v5; i++ {
		this.Data[i] = byte(r.Intn(256))
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedDatasetRequest(r randyPredictor, easy bool) *DatasetRequest {
	this := &DatasetRequest{}
	if r.Intn(10) != 0 {
		this.Predictor = NewPopulatedPredictor(r, easy)
	}
	if r.Intn(10) != 0 {
		this.Dataset = NewPopulatedDatasetRequest_Dataset(r, easy)
	}
	if r.Intn(10) != 0 {
		this.Options = NewPopulatedPredictionOptions(r, easy)
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedDatasetRequest_Dataset(r randyPredictor, easy bool) *DatasetRequest_Dataset {
	this := &DatasetRequest_Dataset{}
	this.Category = string(randStringPredictor(r))
	this.Name = string(randStringPredictor(r))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedFeature(r randyPredictor, easy bool) *Feature {
	this := &Feature{}
	this.Index = int64(r.Int63())
	if r.Intn(2) == 0 {
		this.Index *= -1
	}
	this.Name = string(randStringPredictor(r))
	this.Probability = float32(r.Float32())
	if r.Intn(2) == 0 {
		this.Probability *= -1
	}
	if r.Intn(10) != 0 {
		v6 := r.Intn(10)
		this.Metadata = make(map[string]string)
		for i := 0; i < v6; i++ {
			this.Metadata[randStringPredictor(r)] = randStringPredictor(r)
		}
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedFeatureResponse(r randyPredictor, easy bool) *FeatureResponse {
	this := &FeatureResponse{}
	this.ID = string(randStringPredictor(r))
	this.RequestID = string(randStringPredictor(r))
	this.InputID = string(randStringPredictor(r))
	if r.Intn(10) != 0 {
		v7 := r.Intn(5)
		this.Features = make([]*Feature, v7)
		for i := 0; i < v7; i++ {
			this.Features[i] = NewPopulatedFeature(r, easy)
		}
	}
	if r.Intn(10) != 0 {
		v8 := r.Intn(10)
		this.Metadata = make(map[string]string)
		for i := 0; i < v8; i++ {
			this.Metadata[randStringPredictor(r)] = randStringPredictor(r)
		}
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedFeaturesResponse(r randyPredictor, easy bool) *FeaturesResponse {
	this := &FeaturesResponse{}
	this.ID = string(randStringPredictor(r))
	if r.Intn(10) != 0 {
		v9 := r.Intn(5)
		this.Responses = make([]*FeatureResponse, v9)
		for i := 0; i < v9; i++ {
			this.Responses[i] = NewPopulatedFeatureResponse(r, easy)
		}
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedResetRequest(r randyPredictor, easy bool) *ResetRequest {
	this := &ResetRequest{}
	if r.Intn(10) != 0 {
		this.Predictor = NewPopulatedPredictor(r, easy)
	}
	this.ID = string(randStringPredictor(r))
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

func NewPopulatedResetResponse(r randyPredictor, easy bool) *ResetResponse {
	this := &ResetResponse{}
	if r.Intn(10) != 0 {
		this.Predictor = NewPopulatedPredictor(r, easy)
	}
	if !easy && r.Intn(10) != 0 {
	}
	return this
}

type randyPredictor interface {
	Float32() float32
	Float64() float64
	Int63() int64
	Int31() int32
	Uint32() uint32
	Intn(n int) int
}

func randUTF8RunePredictor(r randyPredictor) rune {
	ru := r.Intn(62)
	if ru < 10 {
		return rune(ru + 48)
	} else if ru < 36 {
		return rune(ru + 55)
	}
	return rune(ru + 61)
}
func randStringPredictor(r randyPredictor) string {
	v10 := r.Intn(100)
	tmps := make([]rune, v10)
	for i := 0; i < v10; i++ {
		tmps[i] = randUTF8RunePredictor(r)
	}
	return string(tmps)
}
func randUnrecognizedPredictor(r randyPredictor, maxFieldNumber int) (dAtA []byte) {
	l := r.Intn(5)
	for i := 0; i < l; i++ {
		wire := r.Intn(4)
		if wire == 3 {
			wire = 5
		}
		fieldNumber := maxFieldNumber + r.Intn(100)
		dAtA = randFieldPredictor(dAtA, r, fieldNumber, wire)
	}
	return dAtA
}
func randFieldPredictor(dAtA []byte, r randyPredictor, fieldNumber int, wire int) []byte {
	key := uint32(fieldNumber)<<3 | uint32(wire)
	switch wire {
	case 0:
		dAtA = encodeVarintPopulatePredictor(dAtA, uint64(key))
		v11 := r.Int63()
		if r.Intn(2) == 0 {
			v11 *= -1
		}
		dAtA = encodeVarintPopulatePredictor(dAtA, uint64(v11))
	case 1:
		dAtA = encodeVarintPopulatePredictor(dAtA, uint64(key))
		dAtA = append(dAtA, byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)))
	case 2:
		dAtA = encodeVarintPopulatePredictor(dAtA, uint64(key))
		ll := r.Intn(100)
		dAtA = encodeVarintPopulatePredictor(dAtA, uint64(ll))
		for j := 0; j < ll; j++ {
			dAtA = append(dAtA, byte(r.Intn(256)))
		}
	default:
		dAtA = encodeVarintPopulatePredictor(dAtA, uint64(key))
		dAtA = append(dAtA, byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)), byte(r.Intn(256)))
	}
	return dAtA
}
func encodeVarintPopulatePredictor(dAtA []byte, v uint64) []byte {
	for v >= 1<<7 {
		dAtA = append(dAtA, uint8(uint64(v)&0x7f|0x80))
		v >>= 7
	}
	dAtA = append(dAtA, uint8(v))
	return dAtA
}
func (m *CPUOptions) Size() (n int) {
	var l int
	_ = l
	return n
}

func (m *GPUOptions) Size() (n int) {
	var l int
	_ = l
	if m.PerProcessGpuMemoryFraction != 0 {
		n += 9
	}
	l = len(m.AllocatorType)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.VisibleDeviceList)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	if m.ForceGpuCompatible {
		n += 2
	}
	return n
}

func (m *ExecutionOptions) Size() (n int) {
	var l int
	_ = l
	if m.TraceLevel != 0 {
		n += 1 + sovPredictor(uint64(m.TraceLevel))
	}
	if m.TimeoutInMs != 0 {
		n += 1 + sovPredictor(uint64(m.TimeoutInMs))
	}
	if len(m.DeviceCount) > 0 {
		for k, v := range m.DeviceCount {
			_ = k
			_ = v
			mapEntrySize := 1 + len(k) + sovPredictor(uint64(len(k))) + 1 + sovPredictor(uint64(v))
			n += mapEntrySize + 1 + sovPredictor(uint64(mapEntrySize))
		}
	}
	if m.CpuOptions != nil {
		l = m.CpuOptions.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	if m.GpuOptions != nil {
		l = m.GpuOptions.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *PredictionOptions) Size() (n int) {
	var l int
	_ = l
	l = len(m.RequestID)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	if m.FeatureLimit != 0 {
		n += 1 + sovPredictor(uint64(m.FeatureLimit))
	}
	if m.BatchSize != 0 {
		n += 1 + sovPredictor(uint64(m.BatchSize))
	}
	if m.ExecutionOptions != nil {
		l = m.ExecutionOptions.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.Agent)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *PredictorOpenRequest) Size() (n int) {
	var l int
	_ = l
	l = len(m.ModelName)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.ModelVersion)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.FrameworkName)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.FrameworkVersion)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	if m.Options != nil {
		l = m.Options.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *PredictorCloseResponse) Size() (n int) {
	var l int
	_ = l
	return n
}

func (m *Predictor) Size() (n int) {
	var l int
	_ = l
	l = len(m.ID)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *URLsRequest) Size() (n int) {
	var l int
	_ = l
	if m.Predictor != nil {
		l = m.Predictor.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	if len(m.Urls) > 0 {
		for _, e := range m.Urls {
			l = e.Size()
			n += 1 + l + sovPredictor(uint64(l))
		}
	}
	if m.Options != nil {
		l = m.Options.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *URLsRequest_URL) Size() (n int) {
	var l int
	_ = l
	l = len(m.ID)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.Data)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *ImagesRequest) Size() (n int) {
	var l int
	_ = l
	if m.Predictor != nil {
		l = m.Predictor.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	if len(m.Images) > 0 {
		for _, e := range m.Images {
			l = e.Size()
			n += 1 + l + sovPredictor(uint64(l))
		}
	}
	if m.Options != nil {
		l = m.Options.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *ImagesRequest_Image) Size() (n int) {
	var l int
	_ = l
	l = len(m.ID)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.Data)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *DatasetRequest) Size() (n int) {
	var l int
	_ = l
	if m.Predictor != nil {
		l = m.Predictor.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	if m.Dataset != nil {
		l = m.Dataset.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	if m.Options != nil {
		l = m.Options.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *DatasetRequest_Dataset) Size() (n int) {
	var l int
	_ = l
	l = len(m.Category)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.Name)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *Feature) Size() (n int) {
	var l int
	_ = l
	if m.Index != 0 {
		n += 1 + sovPredictor(uint64(m.Index))
	}
	l = len(m.Name)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	if m.Probability != 0 {
		n += 5
	}
	if len(m.Metadata) > 0 {
		for k, v := range m.Metadata {
			_ = k
			_ = v
			mapEntrySize := 1 + len(k) + sovPredictor(uint64(len(k))) + 1 + len(v) + sovPredictor(uint64(len(v)))
			n += mapEntrySize + 1 + sovPredictor(uint64(mapEntrySize))
		}
	}
	return n
}

func (m *FeatureResponse) Size() (n int) {
	var l int
	_ = l
	l = len(m.ID)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.RequestID)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.InputID)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	if len(m.Features) > 0 {
		for _, e := range m.Features {
			l = e.Size()
			n += 1 + l + sovPredictor(uint64(l))
		}
	}
	if len(m.Metadata) > 0 {
		for k, v := range m.Metadata {
			_ = k
			_ = v
			mapEntrySize := 1 + len(k) + sovPredictor(uint64(len(k))) + 1 + len(v) + sovPredictor(uint64(len(v)))
			n += mapEntrySize + 1 + sovPredictor(uint64(mapEntrySize))
		}
	}
	return n
}

func (m *FeaturesResponse) Size() (n int) {
	var l int
	_ = l
	l = len(m.ID)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	if len(m.Responses) > 0 {
		for _, e := range m.Responses {
			l = e.Size()
			n += 1 + l + sovPredictor(uint64(l))
		}
	}
	return n
}

func (m *ResetRequest) Size() (n int) {
	var l int
	_ = l
	if m.Predictor != nil {
		l = m.Predictor.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	l = len(m.ID)
	if l > 0 {
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func (m *ResetResponse) Size() (n int) {
	var l int
	_ = l
	if m.Predictor != nil {
		l = m.Predictor.Size()
		n += 1 + l + sovPredictor(uint64(l))
	}
	return n
}

func sovPredictor(x uint64) (n int) {
	for {
		n++
		x >>= 7
		if x == 0 {
			break
		}
	}
	return n
}
func sozPredictor(x uint64) (n int) {
	return sovPredictor(uint64((x << 1) ^ uint64((int64(x) >> 63))))
}
func (this *CPUOptions) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&CPUOptions{`,
		`}`,
	}, "")
	return s
}
func (this *GPUOptions) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&GPUOptions{`,
		`PerProcessGpuMemoryFraction:` + fmt.Sprintf("%v", this.PerProcessGpuMemoryFraction) + `,`,
		`AllocatorType:` + fmt.Sprintf("%v", this.AllocatorType) + `,`,
		`VisibleDeviceList:` + fmt.Sprintf("%v", this.VisibleDeviceList) + `,`,
		`ForceGpuCompatible:` + fmt.Sprintf("%v", this.ForceGpuCompatible) + `,`,
		`}`,
	}, "")
	return s
}
func (this *ExecutionOptions) String() string {
	if this == nil {
		return "nil"
	}
	keysForDeviceCount := make([]string, 0, len(this.DeviceCount))
	for k := range this.DeviceCount {
		keysForDeviceCount = append(keysForDeviceCount, k)
	}
	github_com_gogo_protobuf_sortkeys.Strings(keysForDeviceCount)
	mapStringForDeviceCount := "map[string]int32{"
	for _, k := range keysForDeviceCount {
		mapStringForDeviceCount += fmt.Sprintf("%v: %v,", k, this.DeviceCount[k])
	}
	mapStringForDeviceCount += "}"
	s := strings.Join([]string{`&ExecutionOptions{`,
		`TraceLevel:` + fmt.Sprintf("%v", this.TraceLevel) + `,`,
		`TimeoutInMs:` + fmt.Sprintf("%v", this.TimeoutInMs) + `,`,
		`DeviceCount:` + mapStringForDeviceCount + `,`,
		`CpuOptions:` + strings.Replace(fmt.Sprintf("%v", this.CpuOptions), "CPUOptions", "CPUOptions", 1) + `,`,
		`GpuOptions:` + strings.Replace(fmt.Sprintf("%v", this.GpuOptions), "GPUOptions", "GPUOptions", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *PredictionOptions) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&PredictionOptions{`,
		`RequestID:` + fmt.Sprintf("%v", this.RequestID) + `,`,
		`FeatureLimit:` + fmt.Sprintf("%v", this.FeatureLimit) + `,`,
		`BatchSize:` + fmt.Sprintf("%v", this.BatchSize) + `,`,
		`ExecutionOptions:` + strings.Replace(fmt.Sprintf("%v", this.ExecutionOptions), "ExecutionOptions", "ExecutionOptions", 1) + `,`,
		`Agent:` + fmt.Sprintf("%v", this.Agent) + `,`,
		`}`,
	}, "")
	return s
}
func (this *PredictorOpenRequest) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&PredictorOpenRequest{`,
		`ModelName:` + fmt.Sprintf("%v", this.ModelName) + `,`,
		`ModelVersion:` + fmt.Sprintf("%v", this.ModelVersion) + `,`,
		`FrameworkName:` + fmt.Sprintf("%v", this.FrameworkName) + `,`,
		`FrameworkVersion:` + fmt.Sprintf("%v", this.FrameworkVersion) + `,`,
		`Options:` + strings.Replace(fmt.Sprintf("%v", this.Options), "PredictionOptions", "PredictionOptions", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *PredictorCloseResponse) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&PredictorCloseResponse{`,
		`}`,
	}, "")
	return s
}
func (this *Predictor) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&Predictor{`,
		`ID:` + fmt.Sprintf("%v", this.ID) + `,`,
		`}`,
	}, "")
	return s
}
func (this *URLsRequest) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&URLsRequest{`,
		`Predictor:` + strings.Replace(fmt.Sprintf("%v", this.Predictor), "Predictor", "Predictor", 1) + `,`,
		`Urls:` + strings.Replace(fmt.Sprintf("%v", this.Urls), "URLsRequest_URL", "URLsRequest_URL", 1) + `,`,
		`Options:` + strings.Replace(fmt.Sprintf("%v", this.Options), "PredictionOptions", "PredictionOptions", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *URLsRequest_URL) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&URLsRequest_URL{`,
		`ID:` + fmt.Sprintf("%v", this.ID) + `,`,
		`Data:` + fmt.Sprintf("%v", this.Data) + `,`,
		`}`,
	}, "")
	return s
}
func (this *ImagesRequest) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&ImagesRequest{`,
		`Predictor:` + strings.Replace(fmt.Sprintf("%v", this.Predictor), "Predictor", "Predictor", 1) + `,`,
		`Images:` + strings.Replace(fmt.Sprintf("%v", this.Images), "ImagesRequest_Image", "ImagesRequest_Image", 1) + `,`,
		`Options:` + strings.Replace(fmt.Sprintf("%v", this.Options), "PredictionOptions", "PredictionOptions", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *ImagesRequest_Image) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&ImagesRequest_Image{`,
		`ID:` + fmt.Sprintf("%v", this.ID) + `,`,
		`Data:` + fmt.Sprintf("%v", this.Data) + `,`,
		`}`,
	}, "")
	return s
}
func (this *DatasetRequest) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&DatasetRequest{`,
		`Predictor:` + strings.Replace(fmt.Sprintf("%v", this.Predictor), "Predictor", "Predictor", 1) + `,`,
		`Dataset:` + strings.Replace(fmt.Sprintf("%v", this.Dataset), "DatasetRequest_Dataset", "DatasetRequest_Dataset", 1) + `,`,
		`Options:` + strings.Replace(fmt.Sprintf("%v", this.Options), "PredictionOptions", "PredictionOptions", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *DatasetRequest_Dataset) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&DatasetRequest_Dataset{`,
		`Category:` + fmt.Sprintf("%v", this.Category) + `,`,
		`Name:` + fmt.Sprintf("%v", this.Name) + `,`,
		`}`,
	}, "")
	return s
}
func (this *Feature) String() string {
	if this == nil {
		return "nil"
	}
	keysForMetadata := make([]string, 0, len(this.Metadata))
	for k := range this.Metadata {
		keysForMetadata = append(keysForMetadata, k)
	}
	github_com_gogo_protobuf_sortkeys.Strings(keysForMetadata)
	mapStringForMetadata := "map[string]string{"
	for _, k := range keysForMetadata {
		mapStringForMetadata += fmt.Sprintf("%v: %v,", k, this.Metadata[k])
	}
	mapStringForMetadata += "}"
	s := strings.Join([]string{`&Feature{`,
		`Index:` + fmt.Sprintf("%v", this.Index) + `,`,
		`Name:` + fmt.Sprintf("%v", this.Name) + `,`,
		`Probability:` + fmt.Sprintf("%v", this.Probability) + `,`,
		`Metadata:` + mapStringForMetadata + `,`,
		`}`,
	}, "")
	return s
}
func (this *FeatureResponse) String() string {
	if this == nil {
		return "nil"
	}
	keysForMetadata := make([]string, 0, len(this.Metadata))
	for k := range this.Metadata {
		keysForMetadata = append(keysForMetadata, k)
	}
	github_com_gogo_protobuf_sortkeys.Strings(keysForMetadata)
	mapStringForMetadata := "map[string]string{"
	for _, k := range keysForMetadata {
		mapStringForMetadata += fmt.Sprintf("%v: %v,", k, this.Metadata[k])
	}
	mapStringForMetadata += "}"
	s := strings.Join([]string{`&FeatureResponse{`,
		`ID:` + fmt.Sprintf("%v", this.ID) + `,`,
		`RequestID:` + fmt.Sprintf("%v", this.RequestID) + `,`,
		`InputID:` + fmt.Sprintf("%v", this.InputID) + `,`,
		`Features:` + strings.Replace(fmt.Sprintf("%v", this.Features), "Feature", "Feature", 1) + `,`,
		`Metadata:` + mapStringForMetadata + `,`,
		`}`,
	}, "")
	return s
}
func (this *FeaturesResponse) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&FeaturesResponse{`,
		`ID:` + fmt.Sprintf("%v", this.ID) + `,`,
		`Responses:` + strings.Replace(fmt.Sprintf("%v", this.Responses), "FeatureResponse", "FeatureResponse", 1) + `,`,
		`}`,
	}, "")
	return s
}
func (this *ResetRequest) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&ResetRequest{`,
		`Predictor:` + strings.Replace(fmt.Sprintf("%v", this.Predictor), "Predictor", "Predictor", 1) + `,`,
		`ID:` + fmt.Sprintf("%v", this.ID) + `,`,
		`}`,
	}, "")
	return s
}
func (this *ResetResponse) String() string {
	if this == nil {
		return "nil"
	}
	s := strings.Join([]string{`&ResetResponse{`,
		`Predictor:` + strings.Replace(fmt.Sprintf("%v", this.Predictor), "Predictor", "Predictor", 1) + `,`,
		`}`,
	}, "")
	return s
}
func valueToStringPredictor(v interface{}) string {
	rv := reflect.ValueOf(v)
	if rv.IsNil() {
		return "nil"
	}
	pv := reflect.Indirect(rv).Interface()
	return fmt.Sprintf("*%v", pv)
}
func (m *CPUOptions) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: CPUOptions: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: CPUOptions: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *GPUOptions) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: GPUOptions: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: GPUOptions: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 1 {
				return fmt.Errorf("proto: wrong wireType = %d for field PerProcessGpuMemoryFraction", wireType)
			}
			var v uint64
			if (iNdEx + 8) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += 8
			v = uint64(dAtA[iNdEx-8])
			v |= uint64(dAtA[iNdEx-7]) << 8
			v |= uint64(dAtA[iNdEx-6]) << 16
			v |= uint64(dAtA[iNdEx-5]) << 24
			v |= uint64(dAtA[iNdEx-4]) << 32
			v |= uint64(dAtA[iNdEx-3]) << 40
			v |= uint64(dAtA[iNdEx-2]) << 48
			v |= uint64(dAtA[iNdEx-1]) << 56
			m.PerProcessGpuMemoryFraction = float64(math.Float64frombits(v))
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field AllocatorType", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.AllocatorType = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 5:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field VisibleDeviceList", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.VisibleDeviceList = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 8:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field ForceGpuCompatible", wireType)
			}
			var v int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				v |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			m.ForceGpuCompatible = bool(v != 0)
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *ExecutionOptions) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: ExecutionOptions: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: ExecutionOptions: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field TraceLevel", wireType)
			}
			m.TraceLevel = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.TraceLevel |= (ExecutionOptions_TraceLevel(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 2:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field TimeoutInMs", wireType)
			}
			m.TimeoutInMs = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.TimeoutInMs |= (int64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 3:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field DeviceCount", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.DeviceCount == nil {
				m.DeviceCount = make(map[string]int32)
			}
			var mapkey string
			var mapvalue int32
			for iNdEx < postIndex {
				entryPreIndex := iNdEx
				var wire uint64
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowPredictor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					wire |= (uint64(b) & 0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				fieldNum := int32(wire >> 3)
				if fieldNum == 1 {
					var stringLenmapkey uint64
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowPredictor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						stringLenmapkey |= (uint64(b) & 0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					intStringLenmapkey := int(stringLenmapkey)
					if intStringLenmapkey < 0 {
						return ErrInvalidLengthPredictor
					}
					postStringIndexmapkey := iNdEx + intStringLenmapkey
					if postStringIndexmapkey > l {
						return io.ErrUnexpectedEOF
					}
					mapkey = string(dAtA[iNdEx:postStringIndexmapkey])
					iNdEx = postStringIndexmapkey
				} else if fieldNum == 2 {
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowPredictor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						mapvalue |= (int32(b) & 0x7F) << shift
						if b < 0x80 {
							break
						}
					}
				} else {
					iNdEx = entryPreIndex
					skippy, err := skipPredictor(dAtA[iNdEx:])
					if err != nil {
						return err
					}
					if skippy < 0 {
						return ErrInvalidLengthPredictor
					}
					if (iNdEx + skippy) > postIndex {
						return io.ErrUnexpectedEOF
					}
					iNdEx += skippy
				}
			}
			m.DeviceCount[mapkey] = mapvalue
			iNdEx = postIndex
		case 4:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field CpuOptions", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.CpuOptions == nil {
				m.CpuOptions = &CPUOptions{}
			}
			if err := m.CpuOptions.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 5:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field GpuOptions", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.GpuOptions == nil {
				m.GpuOptions = &GPUOptions{}
			}
			if err := m.GpuOptions.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *PredictionOptions) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: PredictionOptions: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: PredictionOptions: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field RequestID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.RequestID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field FeatureLimit", wireType)
			}
			m.FeatureLimit = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.FeatureLimit |= (int32(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 3:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field BatchSize", wireType)
			}
			m.BatchSize = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.BatchSize |= (uint32(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 4:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ExecutionOptions", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.ExecutionOptions == nil {
				m.ExecutionOptions = &ExecutionOptions{}
			}
			if err := m.ExecutionOptions.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 5:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Agent", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Agent = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *PredictorOpenRequest) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: PredictorOpenRequest: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: PredictorOpenRequest: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ModelName", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ModelName = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ModelVersion", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ModelVersion = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 3:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field FrameworkName", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.FrameworkName = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 4:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field FrameworkVersion", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.FrameworkVersion = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 5:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Options", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Options == nil {
				m.Options = &PredictionOptions{}
			}
			if err := m.Options.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *PredictorCloseResponse) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: PredictorCloseResponse: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: PredictorCloseResponse: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *Predictor) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Predictor: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Predictor: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *URLsRequest) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: URLsRequest: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: URLsRequest: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Predictor", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Predictor == nil {
				m.Predictor = &Predictor{}
			}
			if err := m.Predictor.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Urls", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Urls = append(m.Urls, &URLsRequest_URL{})
			if err := m.Urls[len(m.Urls)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 3:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Options", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Options == nil {
				m.Options = &PredictionOptions{}
			}
			if err := m.Options.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *URLsRequest_URL) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: URL: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: URL: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Data", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Data = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *ImagesRequest) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: ImagesRequest: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: ImagesRequest: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Predictor", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Predictor == nil {
				m.Predictor = &Predictor{}
			}
			if err := m.Predictor.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Images", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Images = append(m.Images, &ImagesRequest_Image{})
			if err := m.Images[len(m.Images)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 3:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Options", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Options == nil {
				m.Options = &PredictionOptions{}
			}
			if err := m.Options.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *ImagesRequest_Image) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Image: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Image: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Data", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + byteLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Data = append(m.Data[:0], dAtA[iNdEx:postIndex]...)
			if m.Data == nil {
				m.Data = []byte{}
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *DatasetRequest) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: DatasetRequest: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: DatasetRequest: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Predictor", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Predictor == nil {
				m.Predictor = &Predictor{}
			}
			if err := m.Predictor.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Dataset", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Dataset == nil {
				m.Dataset = &DatasetRequest_Dataset{}
			}
			if err := m.Dataset.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 3:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Options", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Options == nil {
				m.Options = &PredictionOptions{}
			}
			if err := m.Options.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *DatasetRequest_Dataset) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Dataset: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Dataset: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Category", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Category = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Name", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Name = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *Feature) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: Feature: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: Feature: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Index", wireType)
			}
			m.Index = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Index |= (int64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Name", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Name = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 3:
			if wireType != 5 {
				return fmt.Errorf("proto: wrong wireType = %d for field Probability", wireType)
			}
			var v uint32
			if (iNdEx + 4) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += 4
			v = uint32(dAtA[iNdEx-4])
			v |= uint32(dAtA[iNdEx-3]) << 8
			v |= uint32(dAtA[iNdEx-2]) << 16
			v |= uint32(dAtA[iNdEx-1]) << 24
			m.Probability = float32(math.Float32frombits(v))
		case 4:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Metadata", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Metadata == nil {
				m.Metadata = make(map[string]string)
			}
			var mapkey string
			var mapvalue string
			for iNdEx < postIndex {
				entryPreIndex := iNdEx
				var wire uint64
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowPredictor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					wire |= (uint64(b) & 0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				fieldNum := int32(wire >> 3)
				if fieldNum == 1 {
					var stringLenmapkey uint64
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowPredictor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						stringLenmapkey |= (uint64(b) & 0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					intStringLenmapkey := int(stringLenmapkey)
					if intStringLenmapkey < 0 {
						return ErrInvalidLengthPredictor
					}
					postStringIndexmapkey := iNdEx + intStringLenmapkey
					if postStringIndexmapkey > l {
						return io.ErrUnexpectedEOF
					}
					mapkey = string(dAtA[iNdEx:postStringIndexmapkey])
					iNdEx = postStringIndexmapkey
				} else if fieldNum == 2 {
					var stringLenmapvalue uint64
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowPredictor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						stringLenmapvalue |= (uint64(b) & 0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					intStringLenmapvalue := int(stringLenmapvalue)
					if intStringLenmapvalue < 0 {
						return ErrInvalidLengthPredictor
					}
					postStringIndexmapvalue := iNdEx + intStringLenmapvalue
					if postStringIndexmapvalue > l {
						return io.ErrUnexpectedEOF
					}
					mapvalue = string(dAtA[iNdEx:postStringIndexmapvalue])
					iNdEx = postStringIndexmapvalue
				} else {
					iNdEx = entryPreIndex
					skippy, err := skipPredictor(dAtA[iNdEx:])
					if err != nil {
						return err
					}
					if skippy < 0 {
						return ErrInvalidLengthPredictor
					}
					if (iNdEx + skippy) > postIndex {
						return io.ErrUnexpectedEOF
					}
					iNdEx += skippy
				}
			}
			m.Metadata[mapkey] = mapvalue
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *FeatureResponse) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: FeatureResponse: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: FeatureResponse: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field RequestID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.RequestID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 3:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field InputID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.InputID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 4:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Features", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Features = append(m.Features, &Feature{})
			if err := m.Features[len(m.Features)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 5:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Metadata", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Metadata == nil {
				m.Metadata = make(map[string]string)
			}
			var mapkey string
			var mapvalue string
			for iNdEx < postIndex {
				entryPreIndex := iNdEx
				var wire uint64
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowPredictor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					wire |= (uint64(b) & 0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				fieldNum := int32(wire >> 3)
				if fieldNum == 1 {
					var stringLenmapkey uint64
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowPredictor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						stringLenmapkey |= (uint64(b) & 0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					intStringLenmapkey := int(stringLenmapkey)
					if intStringLenmapkey < 0 {
						return ErrInvalidLengthPredictor
					}
					postStringIndexmapkey := iNdEx + intStringLenmapkey
					if postStringIndexmapkey > l {
						return io.ErrUnexpectedEOF
					}
					mapkey = string(dAtA[iNdEx:postStringIndexmapkey])
					iNdEx = postStringIndexmapkey
				} else if fieldNum == 2 {
					var stringLenmapvalue uint64
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowPredictor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						stringLenmapvalue |= (uint64(b) & 0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					intStringLenmapvalue := int(stringLenmapvalue)
					if intStringLenmapvalue < 0 {
						return ErrInvalidLengthPredictor
					}
					postStringIndexmapvalue := iNdEx + intStringLenmapvalue
					if postStringIndexmapvalue > l {
						return io.ErrUnexpectedEOF
					}
					mapvalue = string(dAtA[iNdEx:postStringIndexmapvalue])
					iNdEx = postStringIndexmapvalue
				} else {
					iNdEx = entryPreIndex
					skippy, err := skipPredictor(dAtA[iNdEx:])
					if err != nil {
						return err
					}
					if skippy < 0 {
						return ErrInvalidLengthPredictor
					}
					if (iNdEx + skippy) > postIndex {
						return io.ErrUnexpectedEOF
					}
					iNdEx += skippy
				}
			}
			m.Metadata[mapkey] = mapvalue
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *FeaturesResponse) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: FeaturesResponse: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: FeaturesResponse: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Responses", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Responses = append(m.Responses, &FeatureResponse{})
			if err := m.Responses[len(m.Responses)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *ResetRequest) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: ResetRequest: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: ResetRequest: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Predictor", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Predictor == nil {
				m.Predictor = &Predictor{}
			}
			if err := m.Predictor.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ID", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				stringLen |= (uint64(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			intStringLen := int(stringLen)
			if intStringLen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + intStringLen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ID = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *ResetResponse) Unmarshal(dAtA []byte) error {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		preIndex := iNdEx
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		fieldNum := int32(wire >> 3)
		wireType := int(wire & 0x7)
		if wireType == 4 {
			return fmt.Errorf("proto: ResetResponse: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: ResetResponse: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Predictor", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredictor
			}
			postIndex := iNdEx + msglen
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Predictor == nil {
				m.Predictor = &Predictor{}
			}
			if err := m.Predictor.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredictor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredictor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func skipPredictor(dAtA []byte) (n int, err error) {
	l := len(dAtA)
	iNdEx := 0
	for iNdEx < l {
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return 0, ErrIntOverflowPredictor
			}
			if iNdEx >= l {
				return 0, io.ErrUnexpectedEOF
			}
			b := dAtA[iNdEx]
			iNdEx++
			wire |= (uint64(b) & 0x7F) << shift
			if b < 0x80 {
				break
			}
		}
		wireType := int(wire & 0x7)
		switch wireType {
		case 0:
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return 0, ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return 0, io.ErrUnexpectedEOF
				}
				iNdEx++
				if dAtA[iNdEx-1] < 0x80 {
					break
				}
			}
			return iNdEx, nil
		case 1:
			iNdEx += 8
			return iNdEx, nil
		case 2:
			var length int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return 0, ErrIntOverflowPredictor
				}
				if iNdEx >= l {
					return 0, io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				length |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			iNdEx += length
			if length < 0 {
				return 0, ErrInvalidLengthPredictor
			}
			return iNdEx, nil
		case 3:
			for {
				var innerWire uint64
				var start int = iNdEx
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return 0, ErrIntOverflowPredictor
					}
					if iNdEx >= l {
						return 0, io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					innerWire |= (uint64(b) & 0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				innerWireType := int(innerWire & 0x7)
				if innerWireType == 4 {
					break
				}
				next, err := skipPredictor(dAtA[start:])
				if err != nil {
					return 0, err
				}
				iNdEx = start + next
			}
			return iNdEx, nil
		case 4:
			return iNdEx, nil
		case 5:
			iNdEx += 4
			return iNdEx, nil
		default:
			return 0, fmt.Errorf("proto: illegal wireType %d", wireType)
		}
	}
	panic("unreachable")
}

var (
	ErrInvalidLengthPredictor = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowPredictor   = fmt.Errorf("proto: integer overflow")
)

func init() { proto.RegisterFile("predictor.proto", fileDescriptorPredictor) }
func init() { golang_proto.RegisterFile("predictor.proto", fileDescriptorPredictor) }

var fileDescriptorPredictor = []byte{
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