predict.pb.go

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

package tensorflow_serving

import (
	fmt "fmt"
	framework "github.com/Applifier/go-tensorflow/types/tensorflow/core/framework"
	proto "github.com/gogo/protobuf/proto"
	io "io"
	math "math"
	math_bits "math/bits"
)

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

// This is a compile-time assertion to ensure that this generated file
// is compatible with the proto package it is being compiled against.
// A compilation error at this line likely means your copy of the
// proto package needs to be updated.
const _ = proto.GoGoProtoPackageIsVersion3 // please upgrade the proto package

// PredictRequest specifies which TensorFlow model to run, as well as
// how inputs are mapped to tensors and how outputs are filtered before
// returning to user.
type PredictRequest struct {
	// Model Specification. If version is not specified, will use the latest
	// (numerical) version.
	ModelSpec *ModelSpec `protobuf:"bytes,1,opt,name=model_spec,json=modelSpec,proto3" json:"model_spec,omitempty"`
	// Input tensors.
	// Names of input tensor are alias names. The mapping from aliases to real
	// input tensor names is stored in the SavedModel export as a prediction
	// SignatureDef under the 'inputs' field.
	Inputs map[string]*framework.TensorProto `protobuf:"bytes,2,rep,name=inputs,proto3" json:"inputs,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
	// Output filter.
	// Names specified are alias names. The mapping from aliases to real output
	// tensor names is stored in the SavedModel export as a prediction
	// SignatureDef under the 'outputs' field.
	// Only tensors specified here will be run/fetched and returned, with the
	// exception that when none is specified, all tensors specified in the
	// named signature will be run/fetched and returned.
	OutputFilter []string `protobuf:"bytes,3,rep,name=output_filter,json=outputFilter,proto3" json:"output_filter,omitempty"`
}

func (m *PredictRequest) Reset()         { *m = PredictRequest{} }
func (m *PredictRequest) String() string { return proto.CompactTextString(m) }
func (*PredictRequest) ProtoMessage()    {}
func (*PredictRequest) Descriptor() ([]byte, []int) {
	return fileDescriptor_30f9dfb075b4507b, []int{0}
}
func (m *PredictRequest) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *PredictRequest) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_PredictRequest.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *PredictRequest) XXX_Merge(src proto.Message) {
	xxx_messageInfo_PredictRequest.Merge(m, src)
}
func (m *PredictRequest) XXX_Size() int {
	return m.Size()
}
func (m *PredictRequest) XXX_DiscardUnknown() {
	xxx_messageInfo_PredictRequest.DiscardUnknown(m)
}

var xxx_messageInfo_PredictRequest proto.InternalMessageInfo

func (m *PredictRequest) GetModelSpec() *ModelSpec {
	if m != nil {
		return m.ModelSpec
	}
	return nil
}

func (m *PredictRequest) GetInputs() map[string]*framework.TensorProto {
	if m != nil {
		return m.Inputs
	}
	return nil
}

func (m *PredictRequest) GetOutputFilter() []string {
	if m != nil {
		return m.OutputFilter
	}
	return nil
}

// Response for PredictRequest on successful run.
type PredictResponse struct {
	// Effective Model Specification used to process PredictRequest.
	ModelSpec *ModelSpec `protobuf:"bytes,2,opt,name=model_spec,json=modelSpec,proto3" json:"model_spec,omitempty"`
	// Output tensors.
	Outputs map[string]*framework.TensorProto `protobuf:"bytes,1,rep,name=outputs,proto3" json:"outputs,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
}

func (m *PredictResponse) Reset()         { *m = PredictResponse{} }
func (m *PredictResponse) String() string { return proto.CompactTextString(m) }
func (*PredictResponse) ProtoMessage()    {}
func (*PredictResponse) Descriptor() ([]byte, []int) {
	return fileDescriptor_30f9dfb075b4507b, []int{1}
}
func (m *PredictResponse) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *PredictResponse) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_PredictResponse.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalToSizedBuffer(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *PredictResponse) XXX_Merge(src proto.Message) {
	xxx_messageInfo_PredictResponse.Merge(m, src)
}
func (m *PredictResponse) XXX_Size() int {
	return m.Size()
}
func (m *PredictResponse) XXX_DiscardUnknown() {
	xxx_messageInfo_PredictResponse.DiscardUnknown(m)
}

var xxx_messageInfo_PredictResponse proto.InternalMessageInfo

func (m *PredictResponse) GetModelSpec() *ModelSpec {
	if m != nil {
		return m.ModelSpec
	}
	return nil
}

func (m *PredictResponse) GetOutputs() map[string]*framework.TensorProto {
	if m != nil {
		return m.Outputs
	}
	return nil
}

func init() {
	proto.RegisterType((*PredictRequest)(nil), "tensorflow.serving.PredictRequest")
	proto.RegisterMapType((map[string]*framework.TensorProto)(nil), "tensorflow.serving.PredictRequest.InputsEntry")
	proto.RegisterType((*PredictResponse)(nil), "tensorflow.serving.PredictResponse")
	proto.RegisterMapType((map[string]*framework.TensorProto)(nil), "tensorflow.serving.PredictResponse.OutputsEntry")
}

func init() { proto.RegisterFile("tensorflow_serving/predict.proto", fileDescriptor_30f9dfb075b4507b) }

var fileDescriptor_30f9dfb075b4507b = []byte{
	// 350 bytes of a gzipped FileDescriptorProto
	0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xac, 0x92, 0xcf, 0x4b, 0x02, 0x41,
	0x14, 0xc7, 0x9d, 0x5d, 0x32, 0x1c, 0xed, 0x07, 0x7b, 0x69, 0xd9, 0x68, 0x59, 0x0c, 0xc2, 0x4b,
	0xb3, 0x61, 0x97, 0x88, 0x4e, 0x41, 0x42, 0x41, 0x24, 0x63, 0x77, 0xb1, 0xf5, 0x19, 0x8b, 0xeb,
	0xce, 0x34, 0x33, 0xab, 0xf8, 0x57, 0xd4, 0x9f, 0xd5, 0xd1, 0x63, 0xc7, 0xd0, 0x7f, 0xa0, 0x63,
	0xc7, 0x70, 0x46, 0xd3, 0x4a, 0x82, 0xa0, 0xdb, 0xe3, 0xbd, 0xef, 0x77, 0xde, 0xf7, 0x7d, 0x18,
	0x1c, 0x28, 0x48, 0x25, 0x13, 0x9d, 0x84, 0x0d, 0x9a, 0x12, 0x44, 0x3f, 0x4e, 0xef, 0x43, 0x2e,
	0xa0, 0x1d, 0x47, 0x8a, 0x70, 0xc1, 0x14, 0x73, 0x9c, 0x85, 0x82, 0xcc, 0x14, 0xde, 0xc1, 0xa2,
	0x17, 0x46, 0x4c, 0x40, 0xd8, 0x11, 0xad, 0x1e, 0x0c, 0x98, 0xe8, 0x86, 0x66, 0x62, 0xbc, 0x9e,
	0xbf, 0xe2, 0xf5, 0x1e, 0x6b, 0x43, 0x62, 0xe6, 0xe5, 0x47, 0x0b, 0x6f, 0xd6, 0xcd, 0x36, 0x0a,
	0x0f, 0x19, 0x48, 0xe5, 0x9c, 0x61, 0xac, 0x15, 0x4d, 0xc9, 0x21, 0x72, 0x51, 0x80, 0x2a, 0xc5,
	0xea, 0x1e, 0xf9, 0x99, 0x81, 0x5c, 0x4f, 0x55, 0x0d, 0x0e, 0x11, 0x2d, 0xf4, 0xe6, 0xa5, 0x53,
	0xc3, 0xf9, 0x38, 0xe5, 0x99, 0x92, 0xae, 0x15, 0xd8, 0x95, 0x62, 0x95, 0xac, 0x72, 0x7e, 0xdd,
	0x48, 0x2e, 0xb5, 0xe1, 0x22, 0x55, 0x62, 0x48, 0x67, 0x6e, 0x67, 0x1f, 0x6f, 0xb0, 0x4c, 0xf1,
	0x4c, 0x35, 0x3b, 0x71, 0xa2, 0x40, 0xb8, 0x76, 0x60, 0x57, 0x0a, 0xb4, 0x64, 0x9a, 0x35, 0xdd,
	0xf3, 0x28, 0x2e, 0x2e, 0x79, 0x9d, 0x6d, 0x6c, 0x77, 0x61, 0xa8, 0x23, 0x17, 0xe8, 0xb4, 0x74,
	0x0e, 0xf1, 0x5a, 0xbf, 0x95, 0x64, 0xe0, 0x5a, 0xfa, 0x8c, 0x9d, 0xe5, 0x30, 0xb7, 0xba, 0xac,
	0x4f, 0x31, 0x50, 0xa3, 0x3a, 0xb5, 0x4e, 0x50, 0xf9, 0x0d, 0xe1, 0xad, 0xcf, 0x7c, 0x92, 0xb3,
	0x54, 0xc2, 0x37, 0x24, 0xd6, 0x1f, 0x91, 0x5c, 0xe1, 0x75, 0x93, 0x5a, 0xba, 0x48, 0x33, 0x39,
	0xfa, 0x95, 0x89, 0xd9, 0x49, 0x6e, 0x8c, 0xc5, 0x50, 0x99, 0x3f, 0xe0, 0x35, 0x70, 0x69, 0x79,
	0xf0, 0x2f, 0x27, 0x9f, 0xef, 0x3e, 0x8f, 0x7d, 0x34, 0x1a, 0xfb, 0xe8, 0x75, 0xec, 0xa3, 0xa7,
	0x89, 0x9f, 0x1b, 0x4d, 0xfc, 0xdc, 0xcb, 0xc4, 0xcf, 0xbd, 0x23, 0x74, 0x97, 0xd7, 0x1f, 0xe5,
	0xf8, 0x23, 0x00, 0x00, 0xff, 0xff, 0xdf, 0x59, 0xa0, 0x71, 0xa8, 0x02, 0x00, 0x00,
}

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

func (m *PredictRequest) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *PredictRequest) MarshalToSizedBuffer(dAtA []byte) (int, error) {
	i := len(dAtA)
	_ = i
	var l int
	_ = l
	if len(m.OutputFilter) > 0 {
		for iNdEx := len(m.OutputFilter) - 1; iNdEx >= 0; iNdEx-- {
			i -= len(m.OutputFilter[iNdEx])
			copy(dAtA[i:], m.OutputFilter[iNdEx])
			i = encodeVarintPredict(dAtA, i, uint64(len(m.OutputFilter[iNdEx])))
			i--
			dAtA[i] = 0x1a
		}
	}
	if len(m.Inputs) > 0 {
		for k := range m.Inputs {
			v := m.Inputs[k]
			baseI := i
			if v != nil {
				{
					size, err := v.MarshalToSizedBuffer(dAtA[:i])
					if err != nil {
						return 0, err
					}
					i -= size
					i = encodeVarintPredict(dAtA, i, uint64(size))
				}
				i--
				dAtA[i] = 0x12
			}
			i -= len(k)
			copy(dAtA[i:], k)
			i = encodeVarintPredict(dAtA, i, uint64(len(k)))
			i--
			dAtA[i] = 0xa
			i = encodeVarintPredict(dAtA, i, uint64(baseI-i))
			i--
			dAtA[i] = 0x12
		}
	}
	if m.ModelSpec != nil {
		{
			size, err := m.ModelSpec.MarshalToSizedBuffer(dAtA[:i])
			if err != nil {
				return 0, err
			}
			i -= size
			i = encodeVarintPredict(dAtA, i, uint64(size))
		}
		i--
		dAtA[i] = 0xa
	}
	return len(dAtA) - i, nil
}

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

func (m *PredictResponse) MarshalTo(dAtA []byte) (int, error) {
	size := m.Size()
	return m.MarshalToSizedBuffer(dAtA[:size])
}

func (m *PredictResponse) MarshalToSizedBuffer(dAtA []byte) (int, error) {
	i := len(dAtA)
	_ = i
	var l int
	_ = l
	if m.ModelSpec != nil {
		{
			size, err := m.ModelSpec.MarshalToSizedBuffer(dAtA[:i])
			if err != nil {
				return 0, err
			}
			i -= size
			i = encodeVarintPredict(dAtA, i, uint64(size))
		}
		i--
		dAtA[i] = 0x12
	}
	if len(m.Outputs) > 0 {
		for k := range m.Outputs {
			v := m.Outputs[k]
			baseI := i
			if v != nil {
				{
					size, err := v.MarshalToSizedBuffer(dAtA[:i])
					if err != nil {
						return 0, err
					}
					i -= size
					i = encodeVarintPredict(dAtA, i, uint64(size))
				}
				i--
				dAtA[i] = 0x12
			}
			i -= len(k)
			copy(dAtA[i:], k)
			i = encodeVarintPredict(dAtA, i, uint64(len(k)))
			i--
			dAtA[i] = 0xa
			i = encodeVarintPredict(dAtA, i, uint64(baseI-i))
			i--
			dAtA[i] = 0xa
		}
	}
	return len(dAtA) - i, nil
}

func encodeVarintPredict(dAtA []byte, offset int, v uint64) int {
	offset -= sovPredict(v)
	base := offset
	for v >= 1<<7 {
		dAtA[offset] = uint8(v&0x7f | 0x80)
		v >>= 7
		offset++
	}
	dAtA[offset] = uint8(v)
	return base
}
func (m *PredictRequest) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.ModelSpec != nil {
		l = m.ModelSpec.Size()
		n += 1 + l + sovPredict(uint64(l))
	}
	if len(m.Inputs) > 0 {
		for k, v := range m.Inputs {
			_ = k
			_ = v
			l = 0
			if v != nil {
				l = v.Size()
				l += 1 + sovPredict(uint64(l))
			}
			mapEntrySize := 1 + len(k) + sovPredict(uint64(len(k))) + l
			n += mapEntrySize + 1 + sovPredict(uint64(mapEntrySize))
		}
	}
	if len(m.OutputFilter) > 0 {
		for _, s := range m.OutputFilter {
			l = len(s)
			n += 1 + l + sovPredict(uint64(l))
		}
	}
	return n
}

func (m *PredictResponse) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if len(m.Outputs) > 0 {
		for k, v := range m.Outputs {
			_ = k
			_ = v
			l = 0
			if v != nil {
				l = v.Size()
				l += 1 + sovPredict(uint64(l))
			}
			mapEntrySize := 1 + len(k) + sovPredict(uint64(len(k))) + l
			n += mapEntrySize + 1 + sovPredict(uint64(mapEntrySize))
		}
	}
	if m.ModelSpec != nil {
		l = m.ModelSpec.Size()
		n += 1 + l + sovPredict(uint64(l))
	}
	return n
}

func sovPredict(x uint64) (n int) {
	return (math_bits.Len64(x|1) + 6) / 7
}
func sozPredict(x uint64) (n int) {
	return sovPredict(uint64((x << 1) ^ uint64((int64(x) >> 63))))
}
func (m *PredictRequest) 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 ErrIntOverflowPredict
			}
			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: PredictRequest: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: PredictRequest: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ModelSpec", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredict
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredict
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthPredict
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.ModelSpec == nil {
				m.ModelSpec = &ModelSpec{}
			}
			if err := m.ModelSpec.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Inputs", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredict
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredict
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthPredict
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Inputs == nil {
				m.Inputs = make(map[string]*framework.TensorProto)
			}
			var mapkey string
			var mapvalue *framework.TensorProto
			for iNdEx < postIndex {
				entryPreIndex := iNdEx
				var wire uint64
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowPredict
					}
					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 ErrIntOverflowPredict
						}
						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 ErrInvalidLengthPredict
					}
					postStringIndexmapkey := iNdEx + intStringLenmapkey
					if postStringIndexmapkey < 0 {
						return ErrInvalidLengthPredict
					}
					if postStringIndexmapkey > l {
						return io.ErrUnexpectedEOF
					}
					mapkey = string(dAtA[iNdEx:postStringIndexmapkey])
					iNdEx = postStringIndexmapkey
				} else if fieldNum == 2 {
					var mapmsglen int
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowPredict
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						mapmsglen |= int(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					if mapmsglen < 0 {
						return ErrInvalidLengthPredict
					}
					postmsgIndex := iNdEx + mapmsglen
					if postmsgIndex < 0 {
						return ErrInvalidLengthPredict
					}
					if postmsgIndex > l {
						return io.ErrUnexpectedEOF
					}
					mapvalue = &framework.TensorProto{}
					if err := mapvalue.Unmarshal(dAtA[iNdEx:postmsgIndex]); err != nil {
						return err
					}
					iNdEx = postmsgIndex
				} else {
					iNdEx = entryPreIndex
					skippy, err := skipPredict(dAtA[iNdEx:])
					if err != nil {
						return err
					}
					if skippy < 0 {
						return ErrInvalidLengthPredict
					}
					if (iNdEx + skippy) > postIndex {
						return io.ErrUnexpectedEOF
					}
					iNdEx += skippy
				}
			}
			m.Inputs[mapkey] = mapvalue
			iNdEx = postIndex
		case 3:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field OutputFilter", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredict
				}
				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 ErrInvalidLengthPredict
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthPredict
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.OutputFilter = append(m.OutputFilter, string(dAtA[iNdEx:postIndex]))
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredict(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredict
			}
			if (iNdEx + skippy) < 0 {
				return ErrInvalidLengthPredict
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *PredictResponse) 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 ErrIntOverflowPredict
			}
			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: PredictResponse: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: PredictResponse: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Outputs", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredict
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredict
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthPredict
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.Outputs == nil {
				m.Outputs = make(map[string]*framework.TensorProto)
			}
			var mapkey string
			var mapvalue *framework.TensorProto
			for iNdEx < postIndex {
				entryPreIndex := iNdEx
				var wire uint64
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowPredict
					}
					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 ErrIntOverflowPredict
						}
						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 ErrInvalidLengthPredict
					}
					postStringIndexmapkey := iNdEx + intStringLenmapkey
					if postStringIndexmapkey < 0 {
						return ErrInvalidLengthPredict
					}
					if postStringIndexmapkey > l {
						return io.ErrUnexpectedEOF
					}
					mapkey = string(dAtA[iNdEx:postStringIndexmapkey])
					iNdEx = postStringIndexmapkey
				} else if fieldNum == 2 {
					var mapmsglen int
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowPredict
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						mapmsglen |= int(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					if mapmsglen < 0 {
						return ErrInvalidLengthPredict
					}
					postmsgIndex := iNdEx + mapmsglen
					if postmsgIndex < 0 {
						return ErrInvalidLengthPredict
					}
					if postmsgIndex > l {
						return io.ErrUnexpectedEOF
					}
					mapvalue = &framework.TensorProto{}
					if err := mapvalue.Unmarshal(dAtA[iNdEx:postmsgIndex]); err != nil {
						return err
					}
					iNdEx = postmsgIndex
				} else {
					iNdEx = entryPreIndex
					skippy, err := skipPredict(dAtA[iNdEx:])
					if err != nil {
						return err
					}
					if skippy < 0 {
						return ErrInvalidLengthPredict
					}
					if (iNdEx + skippy) > postIndex {
						return io.ErrUnexpectedEOF
					}
					iNdEx += skippy
				}
			}
			m.Outputs[mapkey] = mapvalue
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ModelSpec", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowPredict
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthPredict
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthPredict
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.ModelSpec == nil {
				m.ModelSpec = &ModelSpec{}
			}
			if err := m.ModelSpec.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipPredict(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthPredict
			}
			if (iNdEx + skippy) < 0 {
				return ErrInvalidLengthPredict
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func skipPredict(dAtA []byte) (n int, err error) {
	l := len(dAtA)
	iNdEx := 0
	depth := 0
	for iNdEx < l {
		var wire uint64
		for shift := uint(0); ; shift += 7 {
			if shift >= 64 {
				return 0, ErrIntOverflowPredict
			}
			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, ErrIntOverflowPredict
				}
				if iNdEx >= l {
					return 0, io.ErrUnexpectedEOF
				}
				iNdEx++
				if dAtA[iNdEx-1] < 0x80 {
					break
				}
			}
		case 1:
			iNdEx += 8
		case 2:
			var length int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return 0, ErrIntOverflowPredict
				}
				if iNdEx >= l {
					return 0, io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				length |= (int(b) & 0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if length < 0 {
				return 0, ErrInvalidLengthPredict
			}
			iNdEx += length
		case 3:
			depth++
		case 4:
			if depth == 0 {
				return 0, ErrUnexpectedEndOfGroupPredict
			}
			depth--
		case 5:
			iNdEx += 4
		default:
			return 0, fmt.Errorf("proto: illegal wireType %d", wireType)
		}
		if iNdEx < 0 {
			return 0, ErrInvalidLengthPredict
		}
		if depth == 0 {
			return iNdEx, nil
		}
	}
	return 0, io.ErrUnexpectedEOF
}

var (
	ErrInvalidLengthPredict        = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowPredict          = fmt.Errorf("proto: integer overflow")
	ErrUnexpectedEndOfGroupPredict = fmt.Errorf("proto: unexpected end of group")
)