tensor.pb.go

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

package tensorflow

import (
	encoding_binary "encoding/binary"
	fmt "fmt"
	proto "github.com/gogo/protobuf/proto"
	io "io"
	math "math"
)

// 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.GoGoProtoPackageIsVersion2 // please upgrade the proto package

// Protocol buffer representing a tensor.
type TensorProto struct {
	Dtype DataType `protobuf:"varint,1,opt,name=dtype,proto3,enum=tensorflow.DataType" json:"dtype,omitempty"`
	// Shape of the tensor.  TODO(touts): sort out the 0-rank issues.
	TensorShape *TensorShapeProto `protobuf:"bytes,2,opt,name=tensor_shape,json=tensorShape,proto3" json:"tensor_shape,omitempty"`
	// Version number.
	//
	// In version 0, if the "repeated xxx" representations contain only one
	// element, that element is repeated to fill the shape.  This makes it easy
	// to represent a constant Tensor with a single value.
	VersionNumber int32 `protobuf:"varint,3,opt,name=version_number,json=versionNumber,proto3" json:"version_number,omitempty"`
	// Serialized raw tensor content from either Tensor::AsProtoTensorContent or
	// memcpy in tensorflow::grpc::EncodeTensorToByteBuffer. This representation
	// can be used for all tensor types. The purpose of this representation is to
	// reduce serialization overhead during RPC call by avoiding serialization of
	// many repeated small items.
	TensorContent []byte `protobuf:"bytes,4,opt,name=tensor_content,json=tensorContent,proto3" json:"tensor_content,omitempty"`
	// DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll
	// have some pointless zero padding for each value here.
	HalfVal []int32 `protobuf:"varint,13,rep,packed,name=half_val,json=halfVal,proto3" json:"half_val,omitempty"`
	// DT_FLOAT.
	FloatVal []float32 `protobuf:"fixed32,5,rep,packed,name=float_val,json=floatVal,proto3" json:"float_val,omitempty"`
	// DT_DOUBLE.
	DoubleVal []float64 `protobuf:"fixed64,6,rep,packed,name=double_val,json=doubleVal,proto3" json:"double_val,omitempty"`
	// DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
	IntVal []int32 `protobuf:"varint,7,rep,packed,name=int_val,json=intVal,proto3" json:"int_val,omitempty"`
	// DT_STRING
	StringVal [][]byte `protobuf:"bytes,8,rep,name=string_val,json=stringVal,proto3" json:"string_val,omitempty"`
	// DT_COMPLEX64. scomplex_val(2*i) and scomplex_val(2*i+1) are real
	// and imaginary parts of i-th single precision complex.
	ScomplexVal []float32 `protobuf:"fixed32,9,rep,packed,name=scomplex_val,json=scomplexVal,proto3" json:"scomplex_val,omitempty"`
	// DT_INT64
	Int64Val []int64 `protobuf:"varint,10,rep,packed,name=int64_val,json=int64Val,proto3" json:"int64_val,omitempty"`
	// DT_BOOL
	BoolVal []bool `protobuf:"varint,11,rep,packed,name=bool_val,json=boolVal,proto3" json:"bool_val,omitempty"`
	// DT_COMPLEX128. dcomplex_val(2*i) and dcomplex_val(2*i+1) are real
	// and imaginary parts of i-th double precision complex.
	DcomplexVal []float64 `protobuf:"fixed64,12,rep,packed,name=dcomplex_val,json=dcomplexVal,proto3" json:"dcomplex_val,omitempty"`
	// DT_RESOURCE
	ResourceHandleVal []*ResourceHandleProto `protobuf:"bytes,14,rep,name=resource_handle_val,json=resourceHandleVal,proto3" json:"resource_handle_val,omitempty"`
	// DT_VARIANT
	VariantVal []*VariantTensorDataProto `protobuf:"bytes,15,rep,name=variant_val,json=variantVal,proto3" json:"variant_val,omitempty"`
	// DT_UINT32
	Uint32Val []uint32 `protobuf:"varint,16,rep,packed,name=uint32_val,json=uint32Val,proto3" json:"uint32_val,omitempty"`
	// DT_UINT64
	Uint64Val []uint64 `protobuf:"varint,17,rep,packed,name=uint64_val,json=uint64Val,proto3" json:"uint64_val,omitempty"`
}

func (m *TensorProto) Reset()         { *m = TensorProto{} }
func (m *TensorProto) String() string { return proto.CompactTextString(m) }
func (*TensorProto) ProtoMessage()    {}
func (*TensorProto) Descriptor() ([]byte, []int) {
	return fileDescriptor_d94255685050e81e, []int{0}
}
func (m *TensorProto) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *TensorProto) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_TensorProto.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalTo(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *TensorProto) XXX_Merge(src proto.Message) {
	xxx_messageInfo_TensorProto.Merge(m, src)
}
func (m *TensorProto) XXX_Size() int {
	return m.Size()
}
func (m *TensorProto) XXX_DiscardUnknown() {
	xxx_messageInfo_TensorProto.DiscardUnknown(m)
}

var xxx_messageInfo_TensorProto proto.InternalMessageInfo

func (m *TensorProto) GetDtype() DataType {
	if m != nil {
		return m.Dtype
	}
	return DataType_DT_INVALID
}

func (m *TensorProto) GetTensorShape() *TensorShapeProto {
	if m != nil {
		return m.TensorShape
	}
	return nil
}

func (m *TensorProto) GetVersionNumber() int32 {
	if m != nil {
		return m.VersionNumber
	}
	return 0
}

func (m *TensorProto) GetTensorContent() []byte {
	if m != nil {
		return m.TensorContent
	}
	return nil
}

func (m *TensorProto) GetHalfVal() []int32 {
	if m != nil {
		return m.HalfVal
	}
	return nil
}

func (m *TensorProto) GetFloatVal() []float32 {
	if m != nil {
		return m.FloatVal
	}
	return nil
}

func (m *TensorProto) GetDoubleVal() []float64 {
	if m != nil {
		return m.DoubleVal
	}
	return nil
}

func (m *TensorProto) GetIntVal() []int32 {
	if m != nil {
		return m.IntVal
	}
	return nil
}

func (m *TensorProto) GetStringVal() [][]byte {
	if m != nil {
		return m.StringVal
	}
	return nil
}

func (m *TensorProto) GetScomplexVal() []float32 {
	if m != nil {
		return m.ScomplexVal
	}
	return nil
}

func (m *TensorProto) GetInt64Val() []int64 {
	if m != nil {
		return m.Int64Val
	}
	return nil
}

func (m *TensorProto) GetBoolVal() []bool {
	if m != nil {
		return m.BoolVal
	}
	return nil
}

func (m *TensorProto) GetDcomplexVal() []float64 {
	if m != nil {
		return m.DcomplexVal
	}
	return nil
}

func (m *TensorProto) GetResourceHandleVal() []*ResourceHandleProto {
	if m != nil {
		return m.ResourceHandleVal
	}
	return nil
}

func (m *TensorProto) GetVariantVal() []*VariantTensorDataProto {
	if m != nil {
		return m.VariantVal
	}
	return nil
}

func (m *TensorProto) GetUint32Val() []uint32 {
	if m != nil {
		return m.Uint32Val
	}
	return nil
}

func (m *TensorProto) GetUint64Val() []uint64 {
	if m != nil {
		return m.Uint64Val
	}
	return nil
}

// Protocol buffer representing the serialization format of DT_VARIANT tensors.
type VariantTensorDataProto struct {
	// Name of the type of objects being serialized.
	TypeName string `protobuf:"bytes,1,opt,name=type_name,json=typeName,proto3" json:"type_name,omitempty"`
	// Portions of the object that are not Tensors.
	Metadata []byte `protobuf:"bytes,2,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// Tensors contained within objects being serialized.
	Tensors []*TensorProto `protobuf:"bytes,3,rep,name=tensors,proto3" json:"tensors,omitempty"`
}

func (m *VariantTensorDataProto) Reset()         { *m = VariantTensorDataProto{} }
func (m *VariantTensorDataProto) String() string { return proto.CompactTextString(m) }
func (*VariantTensorDataProto) ProtoMessage()    {}
func (*VariantTensorDataProto) Descriptor() ([]byte, []int) {
	return fileDescriptor_d94255685050e81e, []int{1}
}
func (m *VariantTensorDataProto) XXX_Unmarshal(b []byte) error {
	return m.Unmarshal(b)
}
func (m *VariantTensorDataProto) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
	if deterministic {
		return xxx_messageInfo_VariantTensorDataProto.Marshal(b, m, deterministic)
	} else {
		b = b[:cap(b)]
		n, err := m.MarshalTo(b)
		if err != nil {
			return nil, err
		}
		return b[:n], nil
	}
}
func (m *VariantTensorDataProto) XXX_Merge(src proto.Message) {
	xxx_messageInfo_VariantTensorDataProto.Merge(m, src)
}
func (m *VariantTensorDataProto) XXX_Size() int {
	return m.Size()
}
func (m *VariantTensorDataProto) XXX_DiscardUnknown() {
	xxx_messageInfo_VariantTensorDataProto.DiscardUnknown(m)
}

var xxx_messageInfo_VariantTensorDataProto proto.InternalMessageInfo

func (m *VariantTensorDataProto) GetTypeName() string {
	if m != nil {
		return m.TypeName
	}
	return ""
}

func (m *VariantTensorDataProto) GetMetadata() []byte {
	if m != nil {
		return m.Metadata
	}
	return nil
}

func (m *VariantTensorDataProto) GetTensors() []*TensorProto {
	if m != nil {
		return m.Tensors
	}
	return nil
}

func init() {
	proto.RegisterType((*TensorProto)(nil), "tensorflow.TensorProto")
	proto.RegisterType((*VariantTensorDataProto)(nil), "tensorflow.VariantTensorDataProto")
}

func init() { proto.RegisterFile("tensor.proto", fileDescriptor_d94255685050e81e) }

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func (m *TensorProto) 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 *TensorProto) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if m.Dtype != 0 {
		dAtA[i] = 0x8
		i++
		i = encodeVarintTensor(dAtA, i, uint64(m.Dtype))
	}
	if m.TensorShape != nil {
		dAtA[i] = 0x12
		i++
		i = encodeVarintTensor(dAtA, i, uint64(m.TensorShape.Size()))
		n1, err1 := m.TensorShape.MarshalTo(dAtA[i:])
		if err1 != nil {
			return 0, err1
		}
		i += n1
	}
	if m.VersionNumber != 0 {
		dAtA[i] = 0x18
		i++
		i = encodeVarintTensor(dAtA, i, uint64(m.VersionNumber))
	}
	if len(m.TensorContent) > 0 {
		dAtA[i] = 0x22
		i++
		i = encodeVarintTensor(dAtA, i, uint64(len(m.TensorContent)))
		i += copy(dAtA[i:], m.TensorContent)
	}
	if len(m.FloatVal) > 0 {
		dAtA[i] = 0x2a
		i++
		i = encodeVarintTensor(dAtA, i, uint64(len(m.FloatVal)*4))
		for _, num := range m.FloatVal {
			f2 := math.Float32bits(float32(num))
			encoding_binary.LittleEndian.PutUint32(dAtA[i:], uint32(f2))
			i += 4
		}
	}
	if len(m.DoubleVal) > 0 {
		dAtA[i] = 0x32
		i++
		i = encodeVarintTensor(dAtA, i, uint64(len(m.DoubleVal)*8))
		for _, num := range m.DoubleVal {
			f3 := math.Float64bits(float64(num))
			encoding_binary.LittleEndian.PutUint64(dAtA[i:], uint64(f3))
			i += 8
		}
	}
	if len(m.IntVal) > 0 {
		dAtA5 := make([]byte, len(m.IntVal)*10)
		var j4 int
		for _, num1 := range m.IntVal {
			num := uint64(num1)
			for num >= 1<<7 {
				dAtA5[j4] = uint8(uint64(num)&0x7f | 0x80)
				num >>= 7
				j4++
			}
			dAtA5[j4] = uint8(num)
			j4++
		}
		dAtA[i] = 0x3a
		i++
		i = encodeVarintTensor(dAtA, i, uint64(j4))
		i += copy(dAtA[i:], dAtA5[:j4])
	}
	if len(m.StringVal) > 0 {
		for _, b := range m.StringVal {
			dAtA[i] = 0x42
			i++
			i = encodeVarintTensor(dAtA, i, uint64(len(b)))
			i += copy(dAtA[i:], b)
		}
	}
	if len(m.ScomplexVal) > 0 {
		dAtA[i] = 0x4a
		i++
		i = encodeVarintTensor(dAtA, i, uint64(len(m.ScomplexVal)*4))
		for _, num := range m.ScomplexVal {
			f6 := math.Float32bits(float32(num))
			encoding_binary.LittleEndian.PutUint32(dAtA[i:], uint32(f6))
			i += 4
		}
	}
	if len(m.Int64Val) > 0 {
		dAtA8 := make([]byte, len(m.Int64Val)*10)
		var j7 int
		for _, num1 := range m.Int64Val {
			num := uint64(num1)
			for num >= 1<<7 {
				dAtA8[j7] = uint8(uint64(num)&0x7f | 0x80)
				num >>= 7
				j7++
			}
			dAtA8[j7] = uint8(num)
			j7++
		}
		dAtA[i] = 0x52
		i++
		i = encodeVarintTensor(dAtA, i, uint64(j7))
		i += copy(dAtA[i:], dAtA8[:j7])
	}
	if len(m.BoolVal) > 0 {
		dAtA[i] = 0x5a
		i++
		i = encodeVarintTensor(dAtA, i, uint64(len(m.BoolVal)))
		for _, b := range m.BoolVal {
			if b {
				dAtA[i] = 1
			} else {
				dAtA[i] = 0
			}
			i++
		}
	}
	if len(m.DcomplexVal) > 0 {
		dAtA[i] = 0x62
		i++
		i = encodeVarintTensor(dAtA, i, uint64(len(m.DcomplexVal)*8))
		for _, num := range m.DcomplexVal {
			f9 := math.Float64bits(float64(num))
			encoding_binary.LittleEndian.PutUint64(dAtA[i:], uint64(f9))
			i += 8
		}
	}
	if len(m.HalfVal) > 0 {
		dAtA11 := make([]byte, len(m.HalfVal)*10)
		var j10 int
		for _, num1 := range m.HalfVal {
			num := uint64(num1)
			for num >= 1<<7 {
				dAtA11[j10] = uint8(uint64(num)&0x7f | 0x80)
				num >>= 7
				j10++
			}
			dAtA11[j10] = uint8(num)
			j10++
		}
		dAtA[i] = 0x6a
		i++
		i = encodeVarintTensor(dAtA, i, uint64(j10))
		i += copy(dAtA[i:], dAtA11[:j10])
	}
	if len(m.ResourceHandleVal) > 0 {
		for _, msg := range m.ResourceHandleVal {
			dAtA[i] = 0x72
			i++
			i = encodeVarintTensor(dAtA, i, uint64(msg.Size()))
			n, err := msg.MarshalTo(dAtA[i:])
			if err != nil {
				return 0, err
			}
			i += n
		}
	}
	if len(m.VariantVal) > 0 {
		for _, msg := range m.VariantVal {
			dAtA[i] = 0x7a
			i++
			i = encodeVarintTensor(dAtA, i, uint64(msg.Size()))
			n, err := msg.MarshalTo(dAtA[i:])
			if err != nil {
				return 0, err
			}
			i += n
		}
	}
	if len(m.Uint32Val) > 0 {
		dAtA13 := make([]byte, len(m.Uint32Val)*10)
		var j12 int
		for _, num := range m.Uint32Val {
			for num >= 1<<7 {
				dAtA13[j12] = uint8(uint64(num)&0x7f | 0x80)
				num >>= 7
				j12++
			}
			dAtA13[j12] = uint8(num)
			j12++
		}
		dAtA[i] = 0x82
		i++
		dAtA[i] = 0x1
		i++
		i = encodeVarintTensor(dAtA, i, uint64(j12))
		i += copy(dAtA[i:], dAtA13[:j12])
	}
	if len(m.Uint64Val) > 0 {
		dAtA15 := make([]byte, len(m.Uint64Val)*10)
		var j14 int
		for _, num := range m.Uint64Val {
			for num >= 1<<7 {
				dAtA15[j14] = uint8(uint64(num)&0x7f | 0x80)
				num >>= 7
				j14++
			}
			dAtA15[j14] = uint8(num)
			j14++
		}
		dAtA[i] = 0x8a
		i++
		dAtA[i] = 0x1
		i++
		i = encodeVarintTensor(dAtA, i, uint64(j14))
		i += copy(dAtA[i:], dAtA15[:j14])
	}
	return i, nil
}

func (m *VariantTensorDataProto) 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 *VariantTensorDataProto) MarshalTo(dAtA []byte) (int, error) {
	var i int
	_ = i
	var l int
	_ = l
	if len(m.TypeName) > 0 {
		dAtA[i] = 0xa
		i++
		i = encodeVarintTensor(dAtA, i, uint64(len(m.TypeName)))
		i += copy(dAtA[i:], m.TypeName)
	}
	if len(m.Metadata) > 0 {
		dAtA[i] = 0x12
		i++
		i = encodeVarintTensor(dAtA, i, uint64(len(m.Metadata)))
		i += copy(dAtA[i:], m.Metadata)
	}
	if len(m.Tensors) > 0 {
		for _, msg := range m.Tensors {
			dAtA[i] = 0x1a
			i++
			i = encodeVarintTensor(dAtA, i, uint64(msg.Size()))
			n, err := msg.MarshalTo(dAtA[i:])
			if err != nil {
				return 0, err
			}
			i += n
		}
	}
	return i, nil
}

func encodeVarintTensor(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 (m *TensorProto) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	if m.Dtype != 0 {
		n += 1 + sovTensor(uint64(m.Dtype))
	}
	if m.TensorShape != nil {
		l = m.TensorShape.Size()
		n += 1 + l + sovTensor(uint64(l))
	}
	if m.VersionNumber != 0 {
		n += 1 + sovTensor(uint64(m.VersionNumber))
	}
	l = len(m.TensorContent)
	if l > 0 {
		n += 1 + l + sovTensor(uint64(l))
	}
	if len(m.FloatVal) > 0 {
		n += 1 + sovTensor(uint64(len(m.FloatVal)*4)) + len(m.FloatVal)*4
	}
	if len(m.DoubleVal) > 0 {
		n += 1 + sovTensor(uint64(len(m.DoubleVal)*8)) + len(m.DoubleVal)*8
	}
	if len(m.IntVal) > 0 {
		l = 0
		for _, e := range m.IntVal {
			l += sovTensor(uint64(e))
		}
		n += 1 + sovTensor(uint64(l)) + l
	}
	if len(m.StringVal) > 0 {
		for _, b := range m.StringVal {
			l = len(b)
			n += 1 + l + sovTensor(uint64(l))
		}
	}
	if len(m.ScomplexVal) > 0 {
		n += 1 + sovTensor(uint64(len(m.ScomplexVal)*4)) + len(m.ScomplexVal)*4
	}
	if len(m.Int64Val) > 0 {
		l = 0
		for _, e := range m.Int64Val {
			l += sovTensor(uint64(e))
		}
		n += 1 + sovTensor(uint64(l)) + l
	}
	if len(m.BoolVal) > 0 {
		n += 1 + sovTensor(uint64(len(m.BoolVal))) + len(m.BoolVal)*1
	}
	if len(m.DcomplexVal) > 0 {
		n += 1 + sovTensor(uint64(len(m.DcomplexVal)*8)) + len(m.DcomplexVal)*8
	}
	if len(m.HalfVal) > 0 {
		l = 0
		for _, e := range m.HalfVal {
			l += sovTensor(uint64(e))
		}
		n += 1 + sovTensor(uint64(l)) + l
	}
	if len(m.ResourceHandleVal) > 0 {
		for _, e := range m.ResourceHandleVal {
			l = e.Size()
			n += 1 + l + sovTensor(uint64(l))
		}
	}
	if len(m.VariantVal) > 0 {
		for _, e := range m.VariantVal {
			l = e.Size()
			n += 1 + l + sovTensor(uint64(l))
		}
	}
	if len(m.Uint32Val) > 0 {
		l = 0
		for _, e := range m.Uint32Val {
			l += sovTensor(uint64(e))
		}
		n += 2 + sovTensor(uint64(l)) + l
	}
	if len(m.Uint64Val) > 0 {
		l = 0
		for _, e := range m.Uint64Val {
			l += sovTensor(uint64(e))
		}
		n += 2 + sovTensor(uint64(l)) + l
	}
	return n
}

func (m *VariantTensorDataProto) Size() (n int) {
	if m == nil {
		return 0
	}
	var l int
	_ = l
	l = len(m.TypeName)
	if l > 0 {
		n += 1 + l + sovTensor(uint64(l))
	}
	l = len(m.Metadata)
	if l > 0 {
		n += 1 + l + sovTensor(uint64(l))
	}
	if len(m.Tensors) > 0 {
		for _, e := range m.Tensors {
			l = e.Size()
			n += 1 + l + sovTensor(uint64(l))
		}
	}
	return n
}

func sovTensor(x uint64) (n int) {
	for {
		n++
		x >>= 7
		if x == 0 {
			break
		}
	}
	return n
}
func sozTensor(x uint64) (n int) {
	return sovTensor(uint64((x << 1) ^ uint64((int64(x) >> 63))))
}
func (m *TensorProto) 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 ErrIntOverflowTensor
			}
			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: TensorProto: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: TensorProto: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field Dtype", wireType)
			}
			m.Dtype = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.Dtype |= DataType(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field TensorShape", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthTensor
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthTensor
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			if m.TensorShape == nil {
				m.TensorShape = &TensorShapeProto{}
			}
			if err := m.TensorShape.Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 3:
			if wireType != 0 {
				return fmt.Errorf("proto: wrong wireType = %d for field VersionNumber", wireType)
			}
			m.VersionNumber = 0
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				m.VersionNumber |= int32(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
		case 4:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field TensorContent", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthTensor
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthTensor
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.TensorContent = append(m.TensorContent[:0], dAtA[iNdEx:postIndex]...)
			if m.TensorContent == nil {
				m.TensorContent = []byte{}
			}
			iNdEx = postIndex
		case 5:
			if wireType == 5 {
				var v uint32
				if (iNdEx + 4) > l {
					return io.ErrUnexpectedEOF
				}
				v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
				iNdEx += 4
				v2 := float32(math.Float32frombits(v))
				m.FloatVal = append(m.FloatVal, v2)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				elementCount = packedLen / 4
				if elementCount != 0 && len(m.FloatVal) == 0 {
					m.FloatVal = make([]float32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v uint32
					if (iNdEx + 4) > l {
						return io.ErrUnexpectedEOF
					}
					v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
					iNdEx += 4
					v2 := float32(math.Float32frombits(v))
					m.FloatVal = append(m.FloatVal, v2)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field FloatVal", wireType)
			}
		case 6:
			if wireType == 1 {
				var v uint64
				if (iNdEx + 8) > l {
					return io.ErrUnexpectedEOF
				}
				v = uint64(encoding_binary.LittleEndian.Uint64(dAtA[iNdEx:]))
				iNdEx += 8
				v2 := float64(math.Float64frombits(v))
				m.DoubleVal = append(m.DoubleVal, v2)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				elementCount = packedLen / 8
				if elementCount != 0 && len(m.DoubleVal) == 0 {
					m.DoubleVal = make([]float64, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v uint64
					if (iNdEx + 8) > l {
						return io.ErrUnexpectedEOF
					}
					v = uint64(encoding_binary.LittleEndian.Uint64(dAtA[iNdEx:]))
					iNdEx += 8
					v2 := float64(math.Float64frombits(v))
					m.DoubleVal = append(m.DoubleVal, v2)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field DoubleVal", wireType)
			}
		case 7:
			if wireType == 0 {
				var v int32
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					v |= int32(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				m.IntVal = append(m.IntVal, v)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				var count int
				for _, integer := range dAtA[iNdEx:postIndex] {
					if integer < 128 {
						count++
					}
				}
				elementCount = count
				if elementCount != 0 && len(m.IntVal) == 0 {
					m.IntVal = make([]int32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v int32
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowTensor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						v |= int32(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					m.IntVal = append(m.IntVal, v)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field IntVal", wireType)
			}
		case 8:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field StringVal", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthTensor
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthTensor
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.StringVal = append(m.StringVal, make([]byte, postIndex-iNdEx))
			copy(m.StringVal[len(m.StringVal)-1], dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 9:
			if wireType == 5 {
				var v uint32
				if (iNdEx + 4) > l {
					return io.ErrUnexpectedEOF
				}
				v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
				iNdEx += 4
				v2 := float32(math.Float32frombits(v))
				m.ScomplexVal = append(m.ScomplexVal, v2)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				elementCount = packedLen / 4
				if elementCount != 0 && len(m.ScomplexVal) == 0 {
					m.ScomplexVal = make([]float32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v uint32
					if (iNdEx + 4) > l {
						return io.ErrUnexpectedEOF
					}
					v = uint32(encoding_binary.LittleEndian.Uint32(dAtA[iNdEx:]))
					iNdEx += 4
					v2 := float32(math.Float32frombits(v))
					m.ScomplexVal = append(m.ScomplexVal, v2)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field ScomplexVal", wireType)
			}
		case 10:
			if wireType == 0 {
				var v int64
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					v |= int64(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				m.Int64Val = append(m.Int64Val, v)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				var count int
				for _, integer := range dAtA[iNdEx:postIndex] {
					if integer < 128 {
						count++
					}
				}
				elementCount = count
				if elementCount != 0 && len(m.Int64Val) == 0 {
					m.Int64Val = make([]int64, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v int64
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowTensor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						v |= int64(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					m.Int64Val = append(m.Int64Val, v)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field Int64Val", wireType)
			}
		case 11:
			if wireType == 0 {
				var v int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					v |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				m.BoolVal = append(m.BoolVal, bool(v != 0))
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				elementCount = packedLen
				if elementCount != 0 && len(m.BoolVal) == 0 {
					m.BoolVal = make([]bool, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v int
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowTensor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						v |= int(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					m.BoolVal = append(m.BoolVal, bool(v != 0))
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field BoolVal", wireType)
			}
		case 12:
			if wireType == 1 {
				var v uint64
				if (iNdEx + 8) > l {
					return io.ErrUnexpectedEOF
				}
				v = uint64(encoding_binary.LittleEndian.Uint64(dAtA[iNdEx:]))
				iNdEx += 8
				v2 := float64(math.Float64frombits(v))
				m.DcomplexVal = append(m.DcomplexVal, v2)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				elementCount = packedLen / 8
				if elementCount != 0 && len(m.DcomplexVal) == 0 {
					m.DcomplexVal = make([]float64, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v uint64
					if (iNdEx + 8) > l {
						return io.ErrUnexpectedEOF
					}
					v = uint64(encoding_binary.LittleEndian.Uint64(dAtA[iNdEx:]))
					iNdEx += 8
					v2 := float64(math.Float64frombits(v))
					m.DcomplexVal = append(m.DcomplexVal, v2)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field DcomplexVal", wireType)
			}
		case 13:
			if wireType == 0 {
				var v int32
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					v |= int32(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				m.HalfVal = append(m.HalfVal, v)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				var count int
				for _, integer := range dAtA[iNdEx:postIndex] {
					if integer < 128 {
						count++
					}
				}
				elementCount = count
				if elementCount != 0 && len(m.HalfVal) == 0 {
					m.HalfVal = make([]int32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v int32
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowTensor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						v |= int32(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					m.HalfVal = append(m.HalfVal, v)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field HalfVal", wireType)
			}
		case 14:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field ResourceHandleVal", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthTensor
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthTensor
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.ResourceHandleVal = append(m.ResourceHandleVal, &ResourceHandleProto{})
			if err := m.ResourceHandleVal[len(m.ResourceHandleVal)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 15:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field VariantVal", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthTensor
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthTensor
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.VariantVal = append(m.VariantVal, &VariantTensorDataProto{})
			if err := m.VariantVal[len(m.VariantVal)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		case 16:
			if wireType == 0 {
				var v uint32
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					v |= uint32(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				m.Uint32Val = append(m.Uint32Val, v)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				var count int
				for _, integer := range dAtA[iNdEx:postIndex] {
					if integer < 128 {
						count++
					}
				}
				elementCount = count
				if elementCount != 0 && len(m.Uint32Val) == 0 {
					m.Uint32Val = make([]uint32, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v uint32
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowTensor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						v |= uint32(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					m.Uint32Val = append(m.Uint32Val, v)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field Uint32Val", wireType)
			}
		case 17:
			if wireType == 0 {
				var v uint64
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					v |= uint64(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				m.Uint64Val = append(m.Uint64Val, v)
			} else if wireType == 2 {
				var packedLen int
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return ErrIntOverflowTensor
					}
					if iNdEx >= l {
						return io.ErrUnexpectedEOF
					}
					b := dAtA[iNdEx]
					iNdEx++
					packedLen |= int(b&0x7F) << shift
					if b < 0x80 {
						break
					}
				}
				if packedLen < 0 {
					return ErrInvalidLengthTensor
				}
				postIndex := iNdEx + packedLen
				if postIndex < 0 {
					return ErrInvalidLengthTensor
				}
				if postIndex > l {
					return io.ErrUnexpectedEOF
				}
				var elementCount int
				var count int
				for _, integer := range dAtA[iNdEx:postIndex] {
					if integer < 128 {
						count++
					}
				}
				elementCount = count
				if elementCount != 0 && len(m.Uint64Val) == 0 {
					m.Uint64Val = make([]uint64, 0, elementCount)
				}
				for iNdEx < postIndex {
					var v uint64
					for shift := uint(0); ; shift += 7 {
						if shift >= 64 {
							return ErrIntOverflowTensor
						}
						if iNdEx >= l {
							return io.ErrUnexpectedEOF
						}
						b := dAtA[iNdEx]
						iNdEx++
						v |= uint64(b&0x7F) << shift
						if b < 0x80 {
							break
						}
					}
					m.Uint64Val = append(m.Uint64Val, v)
				}
			} else {
				return fmt.Errorf("proto: wrong wireType = %d for field Uint64Val", wireType)
			}
		default:
			iNdEx = preIndex
			skippy, err := skipTensor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthTensor
			}
			if (iNdEx + skippy) < 0 {
				return ErrInvalidLengthTensor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func (m *VariantTensorDataProto) 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 ErrIntOverflowTensor
			}
			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: VariantTensorDataProto: wiretype end group for non-group")
		}
		if fieldNum <= 0 {
			return fmt.Errorf("proto: VariantTensorDataProto: illegal tag %d (wire type %d)", fieldNum, wire)
		}
		switch fieldNum {
		case 1:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field TypeName", wireType)
			}
			var stringLen uint64
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				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 ErrInvalidLengthTensor
			}
			postIndex := iNdEx + intStringLen
			if postIndex < 0 {
				return ErrInvalidLengthTensor
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.TypeName = string(dAtA[iNdEx:postIndex])
			iNdEx = postIndex
		case 2:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Metadata", wireType)
			}
			var byteLen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				byteLen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if byteLen < 0 {
				return ErrInvalidLengthTensor
			}
			postIndex := iNdEx + byteLen
			if postIndex < 0 {
				return ErrInvalidLengthTensor
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Metadata = append(m.Metadata[:0], dAtA[iNdEx:postIndex]...)
			if m.Metadata == nil {
				m.Metadata = []byte{}
			}
			iNdEx = postIndex
		case 3:
			if wireType != 2 {
				return fmt.Errorf("proto: wrong wireType = %d for field Tensors", wireType)
			}
			var msglen int
			for shift := uint(0); ; shift += 7 {
				if shift >= 64 {
					return ErrIntOverflowTensor
				}
				if iNdEx >= l {
					return io.ErrUnexpectedEOF
				}
				b := dAtA[iNdEx]
				iNdEx++
				msglen |= int(b&0x7F) << shift
				if b < 0x80 {
					break
				}
			}
			if msglen < 0 {
				return ErrInvalidLengthTensor
			}
			postIndex := iNdEx + msglen
			if postIndex < 0 {
				return ErrInvalidLengthTensor
			}
			if postIndex > l {
				return io.ErrUnexpectedEOF
			}
			m.Tensors = append(m.Tensors, &TensorProto{})
			if err := m.Tensors[len(m.Tensors)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
				return err
			}
			iNdEx = postIndex
		default:
			iNdEx = preIndex
			skippy, err := skipTensor(dAtA[iNdEx:])
			if err != nil {
				return err
			}
			if skippy < 0 {
				return ErrInvalidLengthTensor
			}
			if (iNdEx + skippy) < 0 {
				return ErrInvalidLengthTensor
			}
			if (iNdEx + skippy) > l {
				return io.ErrUnexpectedEOF
			}
			iNdEx += skippy
		}
	}

	if iNdEx > l {
		return io.ErrUnexpectedEOF
	}
	return nil
}
func skipTensor(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, ErrIntOverflowTensor
			}
			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, ErrIntOverflowTensor
				}
				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, ErrIntOverflowTensor
				}
				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, ErrInvalidLengthTensor
			}
			iNdEx += length
			if iNdEx < 0 {
				return 0, ErrInvalidLengthTensor
			}
			return iNdEx, nil
		case 3:
			for {
				var innerWire uint64
				var start int = iNdEx
				for shift := uint(0); ; shift += 7 {
					if shift >= 64 {
						return 0, ErrIntOverflowTensor
					}
					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 := skipTensor(dAtA[start:])
				if err != nil {
					return 0, err
				}
				iNdEx = start + next
				if iNdEx < 0 {
					return 0, ErrInvalidLengthTensor
				}
			}
			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 (
	ErrInvalidLengthTensor = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowTensor   = fmt.Errorf("proto: integer overflow")
)