tensorflow

package
v0.0.0-...-8b63cc5 Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Jun 17, 2019 License: MIT Imports: 3 Imported by: 0

Documentation

Overview

Package tensorflow is a generated protocol buffer package.

It is generated from these files: 

tensorflow/core/framework/allocation_description.proto
tensorflow/core/framework/api_def.proto
tensorflow/core/framework/attr_value.proto
tensorflow/core/framework/cost_graph.proto
tensorflow/core/framework/device_attributes.proto
tensorflow/core/framework/function.proto
tensorflow/core/framework/graph.proto
tensorflow/core/framework/graph_transfer_info.proto
tensorflow/core/framework/kernel_def.proto
tensorflow/core/framework/log_memory.proto
tensorflow/core/framework/node_def.proto
tensorflow/core/framework/op_def.proto
tensorflow/core/framework/op_gen_overrides.proto
tensorflow/core/framework/reader_base.proto
tensorflow/core/framework/remote_fused_graph_execute_info.proto
tensorflow/core/framework/resource_handle.proto
tensorflow/core/framework/step_stats.proto
tensorflow/core/framework/summary.proto
tensorflow/core/framework/tensor.proto
tensorflow/core/framework/tensor_description.proto
tensorflow/core/framework/tensor_shape.proto
tensorflow/core/framework/tensor_slice.proto
tensorflow/core/framework/types.proto
tensorflow/core/framework/variable.proto
tensorflow/core/framework/versions.proto

It has these top-level messages: 

AllocationDescription
ApiDef
ApiDefs
AttrValue
NameAttrList
CostGraphDef
DeviceLocality
DeviceAttributes
FunctionDefLibrary
FunctionDef
GradientDef
GraphDef
GraphTransferInfo
KernelDef
MemoryLogStep
MemoryLogTensorAllocation
MemoryLogTensorDeallocation
MemoryLogTensorOutput
MemoryLogRawAllocation
MemoryLogRawDeallocation
NodeDef
OpDef
OpDeprecation
OpList
OpGenOverride
OpGenOverrides
ReaderBaseState
RemoteFusedGraphExecuteInfo
ResourceHandleProto
AllocationRecord
AllocatorMemoryUsed
NodeOutput
MemoryStats
NodeExecStats
DeviceStepStats
StepStats
SummaryDescription
HistogramProto
SummaryMetadata
Summary
TensorProto
VariantTensorDataProto
TensorDescription
TensorShapeProto
TensorSliceProto
VariableDef
SaveSliceInfoDef
VersionDef

Index

Constants

This section is empty.

Variables

View Source 
var ApiDef_Visibility_name = map[int32]string{
	0: "DEFAULT_VISIBILITY",
	1: "VISIBLE",
	2: "SKIP",
	3: "HIDDEN",
}
View Source 
var ApiDef_Visibility_value = map[string]int32{
	"DEFAULT_VISIBILITY": 0,
	"VISIBLE":            1,
	"SKIP":               2,
	"HIDDEN":             3,
}
View Source 
var DataType_name = map[int32]string{
	0:   "DT_INVALID",
	1:   "DT_FLOAT",
	2:   "DT_DOUBLE",
	3:   "DT_INT32",
	4:   "DT_UINT8",
	5:   "DT_INT16",
	6:   "DT_INT8",
	7:   "DT_STRING",
	8:   "DT_COMPLEX64",
	9:   "DT_INT64",
	10:  "DT_BOOL",
	11:  "DT_QINT8",
	12:  "DT_QUINT8",
	13:  "DT_QINT32",
	14:  "DT_BFLOAT16",
	15:  "DT_QINT16",
	16:  "DT_QUINT16",
	17:  "DT_UINT16",
	18:  "DT_COMPLEX128",
	19:  "DT_HALF",
	20:  "DT_RESOURCE",
	21:  "DT_VARIANT",
	22:  "DT_UINT32",
	23:  "DT_UINT64",
	101: "DT_FLOAT_REF",
	102: "DT_DOUBLE_REF",
	103: "DT_INT32_REF",
	104: "DT_UINT8_REF",
	105: "DT_INT16_REF",
	106: "DT_INT8_REF",
	107: "DT_STRING_REF",
	108: "DT_COMPLEX64_REF",
	109: "DT_INT64_REF",
	110: "DT_BOOL_REF",
	111: "DT_QINT8_REF",
	112: "DT_QUINT8_REF",
	113: "DT_QINT32_REF",
	114: "DT_BFLOAT16_REF",
	115: "DT_QINT16_REF",
	116: "DT_QUINT16_REF",
	117: "DT_UINT16_REF",
	118: "DT_COMPLEX128_REF",
	119: "DT_HALF_REF",
	120: "DT_RESOURCE_REF",
	121: "DT_VARIANT_REF",
	122: "DT_UINT32_REF",
	123: "DT_UINT64_REF",
}
View Source 
var DataType_value = map[string]int32{
	"DT_INVALID":        0,
	"DT_FLOAT":          1,
	"DT_DOUBLE":         2,
	"DT_INT32":          3,
	"DT_UINT8":          4,
	"DT_INT16":          5,
	"DT_INT8":           6,
	"DT_STRING":         7,
	"DT_COMPLEX64":      8,
	"DT_INT64":          9,
	"DT_BOOL":           10,
	"DT_QINT8":          11,
	"DT_QUINT8":         12,
	"DT_QINT32":         13,
	"DT_BFLOAT16":       14,
	"DT_QINT16":         15,
	"DT_QUINT16":        16,
	"DT_UINT16":         17,
	"DT_COMPLEX128":     18,
	"DT_HALF":           19,
	"DT_RESOURCE":       20,
	"DT_VARIANT":        21,
	"DT_UINT32":         22,
	"DT_UINT64":         23,
	"DT_FLOAT_REF":      101,
	"DT_DOUBLE_REF":     102,
	"DT_INT32_REF":      103,
	"DT_UINT8_REF":      104,
	"DT_INT16_REF":      105,
	"DT_INT8_REF":       106,
	"DT_STRING_REF":     107,
	"DT_COMPLEX64_REF":  108,
	"DT_INT64_REF":      109,
	"DT_BOOL_REF":       110,
	"DT_QINT8_REF":      111,
	"DT_QUINT8_REF":     112,
	"DT_QINT32_REF":     113,
	"DT_BFLOAT16_REF":   114,
	"DT_QINT16_REF":     115,
	"DT_QUINT16_REF":    116,
	"DT_UINT16_REF":     117,
	"DT_COMPLEX128_REF": 118,
	"DT_HALF_REF":       119,
	"DT_RESOURCE_REF":   120,
	"DT_VARIANT_REF":    121,
	"DT_UINT32_REF":     122,
	"DT_UINT64_REF":     123,
}
View Source 
var GraphTransferInfo_Destination_name = map[int32]string{
	0: "NOP",
	1: "HEXAGON",
}
View Source 
var GraphTransferInfo_Destination_value = map[string]int32{
	"NOP":     0,
	"HEXAGON": 1,
}
View Source 
var RemoteFusedGraphExecuteInfo_NodeType_name = map[int32]string{
	0: "UNUSED",
	1: "GRAPH_INPUT",
	2: "GRAPH_OUTPUT",
	3: "FUSED_NODE",
	4: "BORDER_INPUT",
	5: "BORDER_OUTPUT",
}
View Source 
var RemoteFusedGraphExecuteInfo_NodeType_value = map[string]int32{
	"UNUSED":        0,
	"GRAPH_INPUT":   1,
	"GRAPH_OUTPUT":  2,
	"FUSED_NODE":    3,
	"BORDER_INPUT":  4,
	"BORDER_OUTPUT": 5,
}

Functions

This section is empty.

Types

type AllocationDescription 

type AllocationDescription struct {
	// Total number of bytes requested
	RequestedBytes int64 `protobuf:"varint,1,opt,name=requested_bytes,json=requestedBytes" json:"requested_bytes,omitempty"`
	// Total number of bytes allocated if known
	AllocatedBytes int64 `protobuf:"varint,2,opt,name=allocated_bytes,json=allocatedBytes" json:"allocated_bytes,omitempty"`
	// Name of the allocator used
	AllocatorName string `protobuf:"bytes,3,opt,name=allocator_name,json=allocatorName" json:"allocator_name,omitempty"`
	// Identifier of the allocated buffer if known
	AllocationId int64 `protobuf:"varint,4,opt,name=allocation_id,json=allocationId" json:"allocation_id,omitempty"`
	// Set if this tensor only has one remaining reference
	HasSingleReference bool `protobuf:"varint,5,opt,name=has_single_reference,json=hasSingleReference" json:"has_single_reference,omitempty"`
	// Address of the allocation.
	Ptr uint64 `protobuf:"varint,6,opt,name=ptr" json:"ptr,omitempty"`
}

func (*AllocationDescription) Descriptor 

func (*AllocationDescription) Descriptor() ([]byte, []int)

func (*AllocationDescription) GetAllocatedBytes 

func (m *AllocationDescription) GetAllocatedBytes() int64

func (*AllocationDescription) GetAllocationId 

func (m *AllocationDescription) GetAllocationId() int64

func (*AllocationDescription) GetAllocatorName 

func (m *AllocationDescription) GetAllocatorName() string

func (*AllocationDescription) GetHasSingleReference 

func (m *AllocationDescription) GetHasSingleReference() bool

func (*AllocationDescription) GetPtr 

func (m *AllocationDescription) GetPtr() uint64

func (*AllocationDescription) GetRequestedBytes 

func (m *AllocationDescription) GetRequestedBytes() int64

func (*AllocationDescription) ProtoMessage 

func (*AllocationDescription) ProtoMessage()

func (*AllocationDescription) Reset 

func (m *AllocationDescription) Reset()

func (*AllocationDescription) String 

func (m *AllocationDescription) String() string

type AllocationRecord 

type AllocationRecord struct {
	// The timestamp of the operation.
	AllocMicros int64 `protobuf:"varint,1,opt,name=alloc_micros,json=allocMicros" json:"alloc_micros,omitempty"`
	// Number of bytes allocated, or de-allocated if negative.
	AllocBytes int64 `protobuf:"varint,2,opt,name=alloc_bytes,json=allocBytes" json:"alloc_bytes,omitempty"`
}

An allocation/de-allocation operation performed by the allocator.

func (*AllocationRecord) Descriptor 

func (*AllocationRecord) Descriptor() ([]byte, []int)

func (*AllocationRecord) GetAllocBytes 

func (m *AllocationRecord) GetAllocBytes() int64

func (*AllocationRecord) GetAllocMicros 

func (m *AllocationRecord) GetAllocMicros() int64

func (*AllocationRecord) ProtoMessage 

func (*AllocationRecord) ProtoMessage()

func (*AllocationRecord) Reset 

func (m *AllocationRecord) Reset()

func (*AllocationRecord) String 

func (m *AllocationRecord) String() string

type AllocatorMemoryUsed 

type AllocatorMemoryUsed struct {
	AllocatorName string `protobuf:"bytes,1,opt,name=allocator_name,json=allocatorName" json:"allocator_name,omitempty"`
	// These are per-node allocator memory stats.
	TotalBytes int64 `protobuf:"varint,2,opt,name=total_bytes,json=totalBytes" json:"total_bytes,omitempty"`
	PeakBytes  int64 `protobuf:"varint,3,opt,name=peak_bytes,json=peakBytes" json:"peak_bytes,omitempty"`
	// The bytes that are not deallocated.
	LiveBytes int64 `protobuf:"varint,4,opt,name=live_bytes,json=liveBytes" json:"live_bytes,omitempty"`
	// The allocation and deallocation timeline.
	AllocationRecords []*AllocationRecord `protobuf:"bytes,6,rep,name=allocation_records,json=allocationRecords" json:"allocation_records,omitempty"`
	// These are snapshots of the overall allocator memory stats.
	// The number of live bytes currently allocated by the allocator.
	AllocatorBytesInUse int64 `protobuf:"varint,5,opt,name=allocator_bytes_in_use,json=allocatorBytesInUse" json:"allocator_bytes_in_use,omitempty"`
}

func (*AllocatorMemoryUsed) Descriptor 

func (*AllocatorMemoryUsed) Descriptor() ([]byte, []int)

func (*AllocatorMemoryUsed) GetAllocationRecords 

func (m *AllocatorMemoryUsed) GetAllocationRecords() []*AllocationRecord

func (*AllocatorMemoryUsed) GetAllocatorBytesInUse 

func (m *AllocatorMemoryUsed) GetAllocatorBytesInUse() int64

func (*AllocatorMemoryUsed) GetAllocatorName 

func (m *AllocatorMemoryUsed) GetAllocatorName() string

func (*AllocatorMemoryUsed) GetLiveBytes 

func (m *AllocatorMemoryUsed) GetLiveBytes() int64

func (*AllocatorMemoryUsed) GetPeakBytes 

func (m *AllocatorMemoryUsed) GetPeakBytes() int64

func (*AllocatorMemoryUsed) GetTotalBytes 

func (m *AllocatorMemoryUsed) GetTotalBytes() int64

func (*AllocatorMemoryUsed) ProtoMessage 

func (*AllocatorMemoryUsed) ProtoMessage()

func (*AllocatorMemoryUsed) Reset 

func (m *AllocatorMemoryUsed) Reset()

func (*AllocatorMemoryUsed) String 

func (m *AllocatorMemoryUsed) String() string

type ApiDef 

type ApiDef struct {
	// Name of the op (in the OpDef) to specify the API for.
	GraphOpName string             `protobuf:"bytes,1,opt,name=graph_op_name,json=graphOpName" json:"graph_op_name,omitempty"`
	Visibility  ApiDef_Visibility  `protobuf:"varint,2,opt,name=visibility,enum=tensorflow.ApiDef_Visibility" json:"visibility,omitempty"`
	Endpoint    []*ApiDef_Endpoint `protobuf:"bytes,3,rep,name=endpoint" json:"endpoint,omitempty"`
	InArg       []*ApiDef_Arg      `protobuf:"bytes,4,rep,name=in_arg,json=inArg" json:"in_arg,omitempty"`
	OutArg      []*ApiDef_Arg      `protobuf:"bytes,5,rep,name=out_arg,json=outArg" json:"out_arg,omitempty"`
	// List of post-rename in_arg names to specify new argument order.
	// Length of arg_order should be either empty to keep current order
	// or match size of in_arg.
	ArgOrder []string       `protobuf:"bytes,11,rep,name=arg_order,json=argOrder" json:"arg_order,omitempty"`
	Attr     []*ApiDef_Attr `protobuf:"bytes,6,rep,name=attr" json:"attr,omitempty"`
	// One-line human-readable description of what the Op does.
	Summary string `protobuf:"bytes,7,opt,name=summary" json:"summary,omitempty"`
	// Additional, longer human-readable description of what the Op does.
	Description string `protobuf:"bytes,8,opt,name=description" json:"description,omitempty"`
	// Modify an existing/inherited description by adding text to the beginning
	// or end.
	DescriptionPrefix string `protobuf:"bytes,9,opt,name=description_prefix,json=descriptionPrefix" json:"description_prefix,omitempty"`
	DescriptionSuffix string `protobuf:"bytes,10,opt,name=description_suffix,json=descriptionSuffix" json:"description_suffix,omitempty"`
}

Used to specify and override the default API & behavior in the generated code for client languages, from what you would get from the OpDef alone. There will be a set of ApiDefs that are common to all client languages, and another set per client language. The per-client-language ApiDefs will inherit values from the common ApiDefs which it can either replace or modify.

We separate the API definition from the OpDef so we can evolve the API while remaining backwards compatible when interpretting old graphs. Overrides go in an "api_def.pbtxt" file with a text-format ApiDefs message.

WARNING: Be *very* careful changing the API for any existing op -- you can change the semantics of existing code. These changes may need to wait until a major release of TensorFlow to avoid breaking our compatibility promises.

func (*ApiDef) Descriptor 

func (*ApiDef) Descriptor() ([]byte, []int)

func (*ApiDef) GetArgOrder 

func (m *ApiDef) GetArgOrder() []string

func (*ApiDef) GetAttr 

func (m *ApiDef) GetAttr() []*ApiDef_Attr

func (*ApiDef) GetDescription 

func (m *ApiDef) GetDescription() string

func (*ApiDef) GetDescriptionPrefix 

func (m *ApiDef) GetDescriptionPrefix() string

func (*ApiDef) GetDescriptionSuffix 

func (m *ApiDef) GetDescriptionSuffix() string

func (*ApiDef) GetEndpoint 

func (m *ApiDef) GetEndpoint() []*ApiDef_Endpoint

func (*ApiDef) GetGraphOpName 

func (m *ApiDef) GetGraphOpName() string

func (*ApiDef) GetInArg 

func (m *ApiDef) GetInArg() []*ApiDef_Arg

func (*ApiDef) GetOutArg 

func (m *ApiDef) GetOutArg() []*ApiDef_Arg

func (*ApiDef) GetSummary 

func (m *ApiDef) GetSummary() string

func (*ApiDef) GetVisibility 

func (m *ApiDef) GetVisibility() ApiDef_Visibility

func (*ApiDef) ProtoMessage 

func (*ApiDef) ProtoMessage()

func (*ApiDef) Reset 

func (m *ApiDef) Reset()

func (*ApiDef) String 

func (m *ApiDef) String() string

type ApiDef_Arg 

type ApiDef_Arg struct {
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// Change the name used to access this arg in the API from what
	// is used in the GraphDef.  Note that these names in `backticks`
	// will also be replaced in the summary & description fields.
	RenameTo string `protobuf:"bytes,2,opt,name=rename_to,json=renameTo" json:"rename_to,omitempty"`
	// Note: this will replace any inherited arg doc. There is no
	// current way of modifying arg descriptions (other than replacing
	// them entirely) as can be done with op descriptions.
	Description string `protobuf:"bytes,3,opt,name=description" json:"description,omitempty"`
}

func (*ApiDef_Arg) Descriptor 

func (*ApiDef_Arg) Descriptor() ([]byte, []int)

func (*ApiDef_Arg) GetDescription 

func (m *ApiDef_Arg) GetDescription() string

func (*ApiDef_Arg) GetName 

func (m *ApiDef_Arg) GetName() string

func (*ApiDef_Arg) GetRenameTo 

func (m *ApiDef_Arg) GetRenameTo() string

func (*ApiDef_Arg) ProtoMessage 

func (*ApiDef_Arg) ProtoMessage()

func (*ApiDef_Arg) Reset 

func (m *ApiDef_Arg) Reset()

func (*ApiDef_Arg) String 

func (m *ApiDef_Arg) String() string

type ApiDef_Attr 

type ApiDef_Attr struct {
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// Change the name used to access this attr in the API from what
	// is used in the GraphDef.  Note that these names in `backticks`
	// will also be replaced in the summary & description fields.
	RenameTo string `protobuf:"bytes,2,opt,name=rename_to,json=renameTo" json:"rename_to,omitempty"`
	// Specify a new default value to use for this attr.  This default
	// will be used when creating new graphs, as opposed to the
	// default in the OpDef, which will be used when interpreting old
	// GraphDefs.
	DefaultValue *AttrValue `protobuf:"bytes,3,opt,name=default_value,json=defaultValue" json:"default_value,omitempty"`
	// Note: this will replace any inherited attr doc, there is no current
	// way of modifying attr descriptions as can be done with op descriptions.
	Description string `protobuf:"bytes,4,opt,name=description" json:"description,omitempty"`
}

Description of the graph-construction-time configuration of this Op. That is to say, this describes the attr fields that will be specified in the NodeDef.

func (*ApiDef_Attr) Descriptor 

func (*ApiDef_Attr) Descriptor() ([]byte, []int)

func (*ApiDef_Attr) GetDefaultValue 

func (m *ApiDef_Attr) GetDefaultValue() *AttrValue

func (*ApiDef_Attr) GetDescription 

func (m *ApiDef_Attr) GetDescription() string

func (*ApiDef_Attr) GetName 

func (m *ApiDef_Attr) GetName() string

func (*ApiDef_Attr) GetRenameTo 

func (m *ApiDef_Attr) GetRenameTo() string

func (*ApiDef_Attr) ProtoMessage 

func (*ApiDef_Attr) ProtoMessage()

func (*ApiDef_Attr) Reset 

func (m *ApiDef_Attr) Reset()

func (*ApiDef_Attr) String 

func (m *ApiDef_Attr) String() string

type ApiDef_Endpoint 

type ApiDef_Endpoint struct {
	// Name should be either like "CamelCaseName" or
	// "Package.CamelCaseName".
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// First GraphDef version at which the op is disallowed.
	DeprecationVersion int32 `protobuf:"varint,2,opt,name=deprecation_version,json=deprecationVersion" json:"deprecation_version,omitempty"`
}

If you specify any endpoint, this will replace all of the inherited endpoints. The first endpoint should be the "canonical" endpoint, and should not be deprecated (unless all endpoints are deprecated).

func (*ApiDef_Endpoint) Descriptor 

func (*ApiDef_Endpoint) Descriptor() ([]byte, []int)

func (*ApiDef_Endpoint) GetDeprecationVersion 

func (m *ApiDef_Endpoint) GetDeprecationVersion() int32

func (*ApiDef_Endpoint) GetName 

func (m *ApiDef_Endpoint) GetName() string

func (*ApiDef_Endpoint) ProtoMessage 

func (*ApiDef_Endpoint) ProtoMessage()

func (*ApiDef_Endpoint) Reset 

func (m *ApiDef_Endpoint) Reset()

func (*ApiDef_Endpoint) String 

func (m *ApiDef_Endpoint) String() string

type ApiDef_Visibility 

type ApiDef_Visibility int32
const (
	// Normally this is "VISIBLE" unless you are inheriting a
	// different value from another ApiDef.
	ApiDef_DEFAULT_VISIBILITY ApiDef_Visibility = 0
	// Publicly visible in the API.
	ApiDef_VISIBLE ApiDef_Visibility = 1
	// Do not include this op in the generated API. If visibility is
	// set to 'SKIP', other fields are ignored for this op.
	ApiDef_SKIP ApiDef_Visibility = 2
	// Hide this op by putting it into an internal namespace (or whatever
	// is appropriate in the target language).
	ApiDef_HIDDEN ApiDef_Visibility = 3
)

func (ApiDef_Visibility) EnumDescriptor 

func (ApiDef_Visibility) EnumDescriptor() ([]byte, []int)

func (ApiDef_Visibility) String 

func (x ApiDef_Visibility) String() string

type ApiDefs 

type ApiDefs struct {
	Op []*ApiDef `protobuf:"bytes,1,rep,name=op" json:"op,omitempty"`
}

func (*ApiDefs) Descriptor 

func (*ApiDefs) Descriptor() ([]byte, []int)

func (*ApiDefs) GetOp 

func (m *ApiDefs) GetOp() []*ApiDef

func (*ApiDefs) ProtoMessage 

func (*ApiDefs) ProtoMessage()

func (*ApiDefs) Reset 

func (m *ApiDefs) Reset()

func (*ApiDefs) String 

func (m *ApiDefs) String() string

type AttrValue 

type AttrValue struct {
	// Types that are valid to be assigned to Value:
	//	*AttrValue_S
	//	*AttrValue_I
	//	*AttrValue_F
	//	*AttrValue_B
	//	*AttrValue_Type
	//	*AttrValue_Shape
	//	*AttrValue_Tensor
	//	*AttrValue_List
	//	*AttrValue_Func
	//	*AttrValue_Placeholder
	Value isAttrValue_Value `protobuf_oneof:"value"`
}

Protocol buffer representing the value for an attr used to configure an Op. Comment indicates the corresponding attr type. Only the field matching the attr type may be filled.

func (*AttrValue) Descriptor 

func (*AttrValue) Descriptor() ([]byte, []int)

func (*AttrValue) GetB 

func (m *AttrValue) GetB() bool

func (*AttrValue) GetF 

func (m *AttrValue) GetF() float32

func (*AttrValue) GetFunc 

func (m *AttrValue) GetFunc() *NameAttrList

func (*AttrValue) GetI 

func (m *AttrValue) GetI() int64

func (*AttrValue) GetList 

func (m *AttrValue) GetList() *AttrValue_ListValue

func (*AttrValue) GetPlaceholder 

func (m *AttrValue) GetPlaceholder() string

func (*AttrValue) GetS 

func (m *AttrValue) GetS() []byte

func (*AttrValue) GetShape 

func (m *AttrValue) GetShape() *TensorShapeProto

func (*AttrValue) GetTensor 

func (m *AttrValue) GetTensor() *TensorProto

func (*AttrValue) GetType 

func (m *AttrValue) GetType() DataType

func (*AttrValue) GetValue 

func (m *AttrValue) GetValue() isAttrValue_Value

func (*AttrValue) ProtoMessage 

func (*AttrValue) ProtoMessage()

func (*AttrValue) Reset 

func (m *AttrValue) Reset()

func (*AttrValue) String 

func (m *AttrValue) String() string

func (*AttrValue) XXX_OneofFuncs 

func (*AttrValue) XXX_OneofFuncs() (func(msg proto.Message, b *proto.Buffer) error, func(msg proto.Message, tag, wire int, b *proto.Buffer) (bool, error), func(msg proto.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type AttrValue_B 

type AttrValue_B struct {
	B bool `protobuf:"varint,5,opt,name=b,oneof"`
}

type AttrValue_F 

type AttrValue_F struct {
	F float32 `protobuf:"fixed32,4,opt,name=f,oneof"`
}

type AttrValue_Func 

type AttrValue_Func struct {
	Func *NameAttrList `protobuf:"bytes,10,opt,name=func,oneof"`
}

type AttrValue_I 

type AttrValue_I struct {
	I int64 `protobuf:"varint,3,opt,name=i,oneof"`
}

type AttrValue_List 

type AttrValue_List struct {
	List *AttrValue_ListValue `protobuf:"bytes,1,opt,name=list,oneof"`
}

type AttrValue_ListValue 

type AttrValue_ListValue struct {
	S      [][]byte            `protobuf:"bytes,2,rep,name=s,proto3" json:"s,omitempty"`
	I      []int64             `protobuf:"varint,3,rep,packed,name=i" json:"i,omitempty"`
	F      []float32           `protobuf:"fixed32,4,rep,packed,name=f" json:"f,omitempty"`
	B      []bool              `protobuf:"varint,5,rep,packed,name=b" json:"b,omitempty"`
	Type   []DataType          `protobuf:"varint,6,rep,packed,name=type,enum=tensorflow.DataType" json:"type,omitempty"`
	Shape  []*TensorShapeProto `protobuf:"bytes,7,rep,name=shape" json:"shape,omitempty"`
	Tensor []*TensorProto      `protobuf:"bytes,8,rep,name=tensor" json:"tensor,omitempty"`
	Func   []*NameAttrList     `protobuf:"bytes,9,rep,name=func" json:"func,omitempty"`
}

LINT.IfChange

func (*AttrValue_ListValue) Descriptor 

func (*AttrValue_ListValue) Descriptor() ([]byte, []int)

func (*AttrValue_ListValue) GetB 

func (m *AttrValue_ListValue) GetB() []bool

func (*AttrValue_ListValue) GetF 

func (m *AttrValue_ListValue) GetF() []float32

func (*AttrValue_ListValue) GetFunc 

func (m *AttrValue_ListValue) GetFunc() []*NameAttrList

func (*AttrValue_ListValue) GetI 

func (m *AttrValue_ListValue) GetI() []int64

func (*AttrValue_ListValue) GetS 

func (m *AttrValue_ListValue) GetS() [][]byte

func (*AttrValue_ListValue) GetShape 

func (m *AttrValue_ListValue) GetShape() []*TensorShapeProto

func (*AttrValue_ListValue) GetTensor 

func (m *AttrValue_ListValue) GetTensor() []*TensorProto

func (*AttrValue_ListValue) GetType 

func (m *AttrValue_ListValue) GetType() []DataType

func (*AttrValue_ListValue) ProtoMessage 

func (*AttrValue_ListValue) ProtoMessage()

func (*AttrValue_ListValue) Reset 

func (m *AttrValue_ListValue) Reset()

func (*AttrValue_ListValue) String 

func (m *AttrValue_ListValue) String() string

type AttrValue_Placeholder 

type AttrValue_Placeholder struct {
	Placeholder string `protobuf:"bytes,9,opt,name=placeholder,oneof"`
}

type AttrValue_S 

type AttrValue_S struct {
	S []byte `protobuf:"bytes,2,opt,name=s,proto3,oneof"`
}

type AttrValue_Shape 

type AttrValue_Shape struct {
	Shape *TensorShapeProto `protobuf:"bytes,7,opt,name=shape,oneof"`
}

type AttrValue_Tensor 

type AttrValue_Tensor struct {
	Tensor *TensorProto `protobuf:"bytes,8,opt,name=tensor,oneof"`
}

type AttrValue_Type 

type AttrValue_Type struct {
	Type DataType `protobuf:"varint,6,opt,name=type,enum=tensorflow.DataType,oneof"`
}

type CostGraphDef 

type CostGraphDef struct {
	Node []*CostGraphDef_Node `protobuf:"bytes,1,rep,name=node" json:"node,omitempty"`
}

func (*CostGraphDef) Descriptor 

func (*CostGraphDef) Descriptor() ([]byte, []int)

func (*CostGraphDef) GetNode 

func (m *CostGraphDef) GetNode() []*CostGraphDef_Node

func (*CostGraphDef) ProtoMessage 

func (*CostGraphDef) ProtoMessage()

func (*CostGraphDef) Reset 

func (m *CostGraphDef) Reset()

func (*CostGraphDef) String 

func (m *CostGraphDef) String() string

type CostGraphDef_Node 

type CostGraphDef_Node struct {
	// The name of the node. Names are globally unique.
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// The device of the node. Can be empty if the node is mapped to the
	// default partition or partitioning hasn't been run yet.
	Device string `protobuf:"bytes,2,opt,name=device" json:"device,omitempty"`
	// The id of the node. Node ids are only unique inside a partition.
	Id         int32                           `protobuf:"varint,3,opt,name=id" json:"id,omitempty"`
	InputInfo  []*CostGraphDef_Node_InputInfo  `protobuf:"bytes,4,rep,name=input_info,json=inputInfo" json:"input_info,omitempty"`
	OutputInfo []*CostGraphDef_Node_OutputInfo `protobuf:"bytes,5,rep,name=output_info,json=outputInfo" json:"output_info,omitempty"`
	// Temporary memory used by this node.
	TemporaryMemorySize        int64 `protobuf:"varint,6,opt,name=temporary_memory_size,json=temporaryMemorySize" json:"temporary_memory_size,omitempty"`
	HostTempMemorySize         int64 `protobuf:"varint,10,opt,name=host_temp_memory_size,json=hostTempMemorySize" json:"host_temp_memory_size,omitempty"`
	DeviceTempMemorySize       int64 `protobuf:"varint,11,opt,name=device_temp_memory_size,json=deviceTempMemorySize" json:"device_temp_memory_size,omitempty"`
	HostPersistentMemorySize   int64 `` /* 132-byte string literal not displayed */
	DevicePersistentMemorySize int64 `` /* 138-byte string literal not displayed */
	// Estimate of the computational cost of this node, in microseconds.
	ComputeCost int64 `protobuf:"varint,9,opt,name=compute_cost,json=computeCost" json:"compute_cost,omitempty"`
	// Analytical estimate of the computational cost of this node, in
	// microseconds.
	ComputeTime int64 `protobuf:"varint,14,opt,name=compute_time,json=computeTime" json:"compute_time,omitempty"`
	// Analytical estimate of the memory access cost of this node, in
	// microseconds.
	MemoryTime int64 `protobuf:"varint,15,opt,name=memory_time,json=memoryTime" json:"memory_time,omitempty"`
	// If true, the output is permanent: it can't be discarded, because this
	// node is part of the "final output". Nodes may depend on final nodes.
	IsFinal bool `protobuf:"varint,7,opt,name=is_final,json=isFinal" json:"is_final,omitempty"`
	// Ids of the control inputs for this node.
	ControlInput []int32 `protobuf:"varint,8,rep,packed,name=control_input,json=controlInput" json:"control_input,omitempty"`
}

func (*CostGraphDef_Node) Descriptor 

func (*CostGraphDef_Node) Descriptor() ([]byte, []int)

func (*CostGraphDef_Node) GetComputeCost 

func (m *CostGraphDef_Node) GetComputeCost() int64

func (*CostGraphDef_Node) GetComputeTime 

func (m *CostGraphDef_Node) GetComputeTime() int64

func (*CostGraphDef_Node) GetControlInput 

func (m *CostGraphDef_Node) GetControlInput() []int32

func (*CostGraphDef_Node) GetDevice 

func (m *CostGraphDef_Node) GetDevice() string

func (*CostGraphDef_Node) GetDevicePersistentMemorySize 

func (m *CostGraphDef_Node) GetDevicePersistentMemorySize() int64

func (*CostGraphDef_Node) GetDeviceTempMemorySize 

func (m *CostGraphDef_Node) GetDeviceTempMemorySize() int64

func (*CostGraphDef_Node) GetHostPersistentMemorySize 

func (m *CostGraphDef_Node) GetHostPersistentMemorySize() int64

func (*CostGraphDef_Node) GetHostTempMemorySize 

func (m *CostGraphDef_Node) GetHostTempMemorySize() int64

func (*CostGraphDef_Node) GetId 

func (m *CostGraphDef_Node) GetId() int32

func (*CostGraphDef_Node) GetInputInfo 

func (m *CostGraphDef_Node) GetInputInfo() []*CostGraphDef_Node_InputInfo

func (*CostGraphDef_Node) GetIsFinal 

func (m *CostGraphDef_Node) GetIsFinal() bool

func (*CostGraphDef_Node) GetMemoryTime 

func (m *CostGraphDef_Node) GetMemoryTime() int64

func (*CostGraphDef_Node) GetName 

func (m *CostGraphDef_Node) GetName() string

func (*CostGraphDef_Node) GetOutputInfo 

func (m *CostGraphDef_Node) GetOutputInfo() []*CostGraphDef_Node_OutputInfo

func (*CostGraphDef_Node) GetTemporaryMemorySize 

func (m *CostGraphDef_Node) GetTemporaryMemorySize() int64

func (*CostGraphDef_Node) ProtoMessage 

func (*CostGraphDef_Node) ProtoMessage()

func (*CostGraphDef_Node) Reset 

func (m *CostGraphDef_Node) Reset()

func (*CostGraphDef_Node) String 

func (m *CostGraphDef_Node) String() string

type CostGraphDef_Node_InputInfo 

type CostGraphDef_Node_InputInfo struct {
	PrecedingNode int32 `protobuf:"varint,1,opt,name=preceding_node,json=precedingNode" json:"preceding_node,omitempty"`
	PrecedingPort int32 `protobuf:"varint,2,opt,name=preceding_port,json=precedingPort" json:"preceding_port,omitempty"`
}

Inputs of this node. They must be executed before this node can be executed. An input is a particular output of another node, specified by the node id and the output index.

func (*CostGraphDef_Node_InputInfo) Descriptor 

func (*CostGraphDef_Node_InputInfo) Descriptor() ([]byte, []int)

func (*CostGraphDef_Node_InputInfo) GetPrecedingNode 

func (m *CostGraphDef_Node_InputInfo) GetPrecedingNode() int32

func (*CostGraphDef_Node_InputInfo) GetPrecedingPort 

func (m *CostGraphDef_Node_InputInfo) GetPrecedingPort() int32

func (*CostGraphDef_Node_InputInfo) ProtoMessage 

func (*CostGraphDef_Node_InputInfo) ProtoMessage()

func (*CostGraphDef_Node_InputInfo) Reset 

func (m *CostGraphDef_Node_InputInfo) Reset()

func (*CostGraphDef_Node_InputInfo) String 

func (m *CostGraphDef_Node_InputInfo) String() string

type CostGraphDef_Node_OutputInfo 

type CostGraphDef_Node_OutputInfo struct {
	Size int64 `protobuf:"varint,1,opt,name=size" json:"size,omitempty"`
	// If >= 0, the output is an alias of an input. Note that an alias input
	// may itself be an alias. The algorithm will therefore need to follow
	// those pointers.
	AliasInputPort int64             `protobuf:"varint,2,opt,name=alias_input_port,json=aliasInputPort" json:"alias_input_port,omitempty"`
	Shape          *TensorShapeProto `protobuf:"bytes,3,opt,name=shape" json:"shape,omitempty"`
	Dtype          DataType          `protobuf:"varint,4,opt,name=dtype,enum=tensorflow.DataType" json:"dtype,omitempty"`
}

Outputs of this node.

func (*CostGraphDef_Node_OutputInfo) Descriptor 

func (*CostGraphDef_Node_OutputInfo) Descriptor() ([]byte, []int)

func (*CostGraphDef_Node_OutputInfo) GetAliasInputPort 

func (m *CostGraphDef_Node_OutputInfo) GetAliasInputPort() int64

func (*CostGraphDef_Node_OutputInfo) GetDtype 

func (m *CostGraphDef_Node_OutputInfo) GetDtype() DataType

func (*CostGraphDef_Node_OutputInfo) GetShape 

func (m *CostGraphDef_Node_OutputInfo) GetShape() *TensorShapeProto

func (*CostGraphDef_Node_OutputInfo) GetSize 

func (m *CostGraphDef_Node_OutputInfo) GetSize() int64

func (*CostGraphDef_Node_OutputInfo) ProtoMessage 

func (*CostGraphDef_Node_OutputInfo) ProtoMessage()

func (*CostGraphDef_Node_OutputInfo) Reset 

func (m *CostGraphDef_Node_OutputInfo) Reset()

func (*CostGraphDef_Node_OutputInfo) String 

func (m *CostGraphDef_Node_OutputInfo) String() string

type DataType 

type DataType int32

LINT.IfChange 

const (
	// Not a legal value for DataType.  Used to indicate a DataType field
	// has not been set.
	DataType_DT_INVALID DataType = 0
	// Data types that all computation devices are expected to be
	// capable to support.
	DataType_DT_FLOAT      DataType = 1
	DataType_DT_DOUBLE     DataType = 2
	DataType_DT_INT32      DataType = 3
	DataType_DT_UINT8      DataType = 4
	DataType_DT_INT16      DataType = 5
	DataType_DT_INT8       DataType = 6
	DataType_DT_STRING     DataType = 7
	DataType_DT_COMPLEX64  DataType = 8
	DataType_DT_INT64      DataType = 9
	DataType_DT_BOOL       DataType = 10
	DataType_DT_QINT8      DataType = 11
	DataType_DT_QUINT8     DataType = 12
	DataType_DT_QINT32     DataType = 13
	DataType_DT_BFLOAT16   DataType = 14
	DataType_DT_QINT16     DataType = 15
	DataType_DT_QUINT16    DataType = 16
	DataType_DT_UINT16     DataType = 17
	DataType_DT_COMPLEX128 DataType = 18
	DataType_DT_HALF       DataType = 19
	DataType_DT_RESOURCE   DataType = 20
	DataType_DT_VARIANT    DataType = 21
	DataType_DT_UINT32     DataType = 22
	DataType_DT_UINT64     DataType = 23
	// Do not use!  These are only for parameters.  Every enum above
	// should have a corresponding value below (verified by types_test).
	DataType_DT_FLOAT_REF      DataType = 101
	DataType_DT_DOUBLE_REF     DataType = 102
	DataType_DT_INT32_REF      DataType = 103
	DataType_DT_UINT8_REF      DataType = 104
	DataType_DT_INT16_REF      DataType = 105
	DataType_DT_INT8_REF       DataType = 106
	DataType_DT_STRING_REF     DataType = 107
	DataType_DT_COMPLEX64_REF  DataType = 108
	DataType_DT_INT64_REF      DataType = 109
	DataType_DT_BOOL_REF       DataType = 110
	DataType_DT_QINT8_REF      DataType = 111
	DataType_DT_QUINT8_REF     DataType = 112
	DataType_DT_QINT32_REF     DataType = 113
	DataType_DT_BFLOAT16_REF   DataType = 114
	DataType_DT_QINT16_REF     DataType = 115
	DataType_DT_QUINT16_REF    DataType = 116
	DataType_DT_UINT16_REF     DataType = 117
	DataType_DT_COMPLEX128_REF DataType = 118
	DataType_DT_HALF_REF       DataType = 119
	DataType_DT_RESOURCE_REF   DataType = 120
	DataType_DT_VARIANT_REF    DataType = 121
	DataType_DT_UINT32_REF     DataType = 122
	DataType_DT_UINT64_REF     DataType = 123
)

func (DataType) EnumDescriptor 

func (DataType) EnumDescriptor() ([]byte, []int)

func (DataType) String 

func (x DataType) String() string

type DeviceAttributes 

type DeviceAttributes struct {
	// Fully specified name of the device within a cluster.
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// String representation of device_type.
	DeviceType string `protobuf:"bytes,2,opt,name=device_type,json=deviceType" json:"device_type,omitempty"`
	// Memory capacity of device in bytes.
	MemoryLimit int64 `protobuf:"varint,4,opt,name=memory_limit,json=memoryLimit" json:"memory_limit,omitempty"`
	// Platform-specific data about device that may be useful
	// for supporting efficient data transfers.
	Locality *DeviceLocality `protobuf:"bytes,5,opt,name=locality" json:"locality,omitempty"`
	// A device is assigned a global unique number each time it is
	// initialized. "incarnation" should never be 0.
	Incarnation uint64 `protobuf:"fixed64,6,opt,name=incarnation" json:"incarnation,omitempty"`
	// String representation of the physical device that this device maps to.
	PhysicalDeviceDesc string `protobuf:"bytes,7,opt,name=physical_device_desc,json=physicalDeviceDesc" json:"physical_device_desc,omitempty"`
}

func (*DeviceAttributes) Descriptor 

func (*DeviceAttributes) Descriptor() ([]byte, []int)

func (*DeviceAttributes) GetDeviceType 

func (m *DeviceAttributes) GetDeviceType() string

func (*DeviceAttributes) GetIncarnation 

func (m *DeviceAttributes) GetIncarnation() uint64

func (*DeviceAttributes) GetLocality 

func (m *DeviceAttributes) GetLocality() *DeviceLocality

func (*DeviceAttributes) GetMemoryLimit 

func (m *DeviceAttributes) GetMemoryLimit() int64

func (*DeviceAttributes) GetName 

func (m *DeviceAttributes) GetName() string

func (*DeviceAttributes) GetPhysicalDeviceDesc 

func (m *DeviceAttributes) GetPhysicalDeviceDesc() string

func (*DeviceAttributes) ProtoMessage 

func (*DeviceAttributes) ProtoMessage()

func (*DeviceAttributes) Reset 

func (m *DeviceAttributes) Reset()

func (*DeviceAttributes) String 

func (m *DeviceAttributes) String() string

type DeviceLocality 

type DeviceLocality struct {
	// Optional bus locality of device.  Default value of 0 means
	// no specific locality.  Specific localities are indexed from 1.
	BusId int32 `protobuf:"varint,1,opt,name=bus_id,json=busId" json:"bus_id,omitempty"`
}

func (*DeviceLocality) Descriptor 

func (*DeviceLocality) Descriptor() ([]byte, []int)

func (*DeviceLocality) GetBusId 

func (m *DeviceLocality) GetBusId() int32

func (*DeviceLocality) ProtoMessage 

func (*DeviceLocality) ProtoMessage()

func (*DeviceLocality) Reset 

func (m *DeviceLocality) Reset()

func (*DeviceLocality) String 

func (m *DeviceLocality) String() string

type DeviceStepStats 

type DeviceStepStats struct {
	Device    string           `protobuf:"bytes,1,opt,name=device" json:"device,omitempty"`
	NodeStats []*NodeExecStats `protobuf:"bytes,2,rep,name=node_stats,json=nodeStats" json:"node_stats,omitempty"`
}

func (*DeviceStepStats) Descriptor 

func (*DeviceStepStats) Descriptor() ([]byte, []int)

func (*DeviceStepStats) GetDevice 

func (m *DeviceStepStats) GetDevice() string

func (*DeviceStepStats) GetNodeStats 

func (m *DeviceStepStats) GetNodeStats() []*NodeExecStats

func (*DeviceStepStats) ProtoMessage 

func (*DeviceStepStats) ProtoMessage()

func (*DeviceStepStats) Reset 

func (m *DeviceStepStats) Reset()

func (*DeviceStepStats) String 

func (m *DeviceStepStats) String() string

type FunctionDef 

type FunctionDef struct {
	// The definition of the function's name, arguments, return values,
	// attrs etc.
	Signature *OpDef `protobuf:"bytes,1,opt,name=signature" json:"signature,omitempty"`
	// Attributes specific to this function definition.
	Attr map[string]*AttrValue `` /* 128-byte string literal not displayed */
	// By convention, "op" in node_def is resolved by consulting with a
	// user-defined library first. If not resolved, "func" is assumed to
	// be a builtin op.
	NodeDef []*NodeDef `protobuf:"bytes,3,rep,name=node_def,json=nodeDef" json:"node_def,omitempty"`
	// A mapping from the output arg names from `signature` to the
	// outputs from `node_def` that should be returned by the function.
	Ret map[string]string `` /* 126-byte string literal not displayed */
}

A function can be instantiated when the runtime can bind every attr with a value. When a GraphDef has a call to a function, it must have binding for every attr defined in the signature.

TODO(zhifengc):

  • device spec, etc.

func (*FunctionDef) Descriptor 

func (*FunctionDef) Descriptor() ([]byte, []int)

func (*FunctionDef) GetAttr 

func (m *FunctionDef) GetAttr() map[string]*AttrValue

func (*FunctionDef) GetNodeDef 

func (m *FunctionDef) GetNodeDef() []*NodeDef

func (*FunctionDef) GetRet 

func (m *FunctionDef) GetRet() map[string]string

func (*FunctionDef) GetSignature 

func (m *FunctionDef) GetSignature() *OpDef

func (*FunctionDef) ProtoMessage 

func (*FunctionDef) ProtoMessage()

func (*FunctionDef) Reset 

func (m *FunctionDef) Reset()

func (*FunctionDef) String 

func (m *FunctionDef) String() string

type FunctionDefLibrary 

type FunctionDefLibrary struct {
	Function []*FunctionDef `protobuf:"bytes,1,rep,name=function" json:"function,omitempty"`
	Gradient []*GradientDef `protobuf:"bytes,2,rep,name=gradient" json:"gradient,omitempty"`
}

A library is a set of named functions.

func (*FunctionDefLibrary) Descriptor 

func (*FunctionDefLibrary) Descriptor() ([]byte, []int)

func (*FunctionDefLibrary) GetFunction 

func (m *FunctionDefLibrary) GetFunction() []*FunctionDef

func (*FunctionDefLibrary) GetGradient 

func (m *FunctionDefLibrary) GetGradient() []*GradientDef

func (*FunctionDefLibrary) ProtoMessage 

func (*FunctionDefLibrary) ProtoMessage()

func (*FunctionDefLibrary) Reset 

func (m *FunctionDefLibrary) Reset()

func (*FunctionDefLibrary) String 

func (m *FunctionDefLibrary) String() string

type GradientDef 

type GradientDef struct {
	FunctionName string `protobuf:"bytes,1,opt,name=function_name,json=functionName" json:"function_name,omitempty"`
	GradientFunc string `protobuf:"bytes,2,opt,name=gradient_func,json=gradientFunc" json:"gradient_func,omitempty"`
}

GradientDef defines the gradient function of a function defined in a function library.

A gradient function g (specified by gradient_func) for a function f (specified by function_name) must follow the following:

The function 'f' must be a numerical function which takes N inputs and produces M outputs. Its gradient function 'g', which is a function taking N + M inputs and produces N outputs.

I.e. if we have 

(y1, y2, ..., y_M) = f(x1, x2, ..., x_N),

then, g is 

(dL/dx1, dL/dx2, ..., dL/dx_N) = g(x1, x2, ..., x_N,
                                  dL/dy1, dL/dy2, ..., dL/dy_M),

where L is a scalar-value function of (x1, x2, ..., xN) (e.g., the loss function). dL/dx_i is the partial derivative of L with respect to x_i.

func (*GradientDef) Descriptor 

func (*GradientDef) Descriptor() ([]byte, []int)

func (*GradientDef) GetFunctionName 

func (m *GradientDef) GetFunctionName() string

func (*GradientDef) GetGradientFunc 

func (m *GradientDef) GetGradientFunc() string

func (*GradientDef) ProtoMessage 

func (*GradientDef) ProtoMessage()

func (*GradientDef) Reset 

func (m *GradientDef) Reset()

func (*GradientDef) String 

func (m *GradientDef) String() string

type GraphDef 

type GraphDef struct {
	Node []*NodeDef `protobuf:"bytes,1,rep,name=node" json:"node,omitempty"`
	// Compatibility versions of the graph.  See core/public/version.h for version
	// history.  The GraphDef version is distinct from the TensorFlow version, and
	// each release of TensorFlow will support a range of GraphDef versions.
	Versions *VersionDef `protobuf:"bytes,4,opt,name=versions" json:"versions,omitempty"`
	// Deprecated single version field; use versions above instead.  Since all
	// GraphDef changes before "versions" was introduced were forward
	// compatible, this field is entirely ignored.
	Version int32 `protobuf:"varint,3,opt,name=version" json:"version,omitempty"`
	// EXPERIMENTAL. DO NOT USE OR DEPEND ON THIS YET.
	//
	// "library" provides user-defined functions.
	//
	// Naming:
	//   * library.function.name are in a flat namespace.
	//     NOTE: We may need to change it to be hierarchical to support
	//     different orgs. E.g.,
	//     { "/google/nn", { ... }},
	//     { "/google/vision", { ... }}
	//     { "/org_foo/module_bar", { ... }}
	//     map<string, FunctionDefLib> named_lib;
	//   * If node[i].op is the name of one function in "library",
	//     node[i] is deemed as a function call. Otherwise, node[i].op
	//     must be a primitive operation supported by the runtime.
	//
	//
	// Function call semantics:
	//
	//   * The callee may start execution as soon as some of its inputs
	//     are ready. The caller may want to use Tuple() mechanism to
	//     ensure all inputs are ready in the same time.
	//
	//   * The consumer of return values may start executing as soon as
	//     the return values the consumer depends on are ready.  The
	//     consumer may want to use Tuple() mechanism to ensure the
	//     consumer does not start until all return values of the callee
	//     function are ready.
	Library *FunctionDefLibrary `protobuf:"bytes,2,opt,name=library" json:"library,omitempty"`
}

Represents the graph of operations

func (*GraphDef) Descriptor 

func (*GraphDef) Descriptor() ([]byte, []int)

func (*GraphDef) GetLibrary 

func (m *GraphDef) GetLibrary() *FunctionDefLibrary

func (*GraphDef) GetNode 

func (m *GraphDef) GetNode() []*NodeDef

func (*GraphDef) GetVersion 

func (m *GraphDef) GetVersion() int32

func (*GraphDef) GetVersions 

func (m *GraphDef) GetVersions() *VersionDef

func (*GraphDef) ProtoMessage 

func (*GraphDef) ProtoMessage()

func (*GraphDef) Reset 

func (m *GraphDef) Reset()

func (*GraphDef) String 

func (m *GraphDef) String() string

type GraphTransferInfo 

type GraphTransferInfo struct {
	NodeInfo       []*GraphTransferInfo_NodeInfo       `protobuf:"bytes,1,rep,name=node_info,json=nodeInfo" json:"node_info,omitempty"`
	ConstNodeInfo  []*GraphTransferInfo_ConstNodeInfo  `protobuf:"bytes,2,rep,name=const_node_info,json=constNodeInfo" json:"const_node_info,omitempty"`
	NodeInputInfo  []*GraphTransferInfo_NodeInputInfo  `protobuf:"bytes,3,rep,name=node_input_info,json=nodeInputInfo" json:"node_input_info,omitempty"`
	NodeOutputInfo []*GraphTransferInfo_NodeOutputInfo `protobuf:"bytes,4,rep,name=node_output_info,json=nodeOutputInfo" json:"node_output_info,omitempty"`
	// Input Node parameters of transferred graph
	GraphInputNodeInfo  []*GraphTransferInfo_GraphInputNodeInfo  `protobuf:"bytes,5,rep,name=graph_input_node_info,json=graphInputNodeInfo" json:"graph_input_node_info,omitempty"`
	GraphOutputNodeInfo []*GraphTransferInfo_GraphOutputNodeInfo `protobuf:"bytes,6,rep,name=graph_output_node_info,json=graphOutputNodeInfo" json:"graph_output_node_info,omitempty"`
	// Destination of graph transfer
	Destination GraphTransferInfo_Destination `protobuf:"varint,7,opt,name=destination,enum=tensorflow.GraphTransferInfo_Destination" json:"destination,omitempty"`
}

Protocol buffer representing a handle to a tensorflow resource. Handles are not valid across executions, but can be serialized back and forth from within a single run.

func (*GraphTransferInfo) Descriptor 

func (*GraphTransferInfo) Descriptor() ([]byte, []int)

func (*GraphTransferInfo) GetConstNodeInfo 

func (m *GraphTransferInfo) GetConstNodeInfo() []*GraphTransferInfo_ConstNodeInfo

func (*GraphTransferInfo) GetDestination 

func (m *GraphTransferInfo) GetDestination() GraphTransferInfo_Destination

func (*GraphTransferInfo) GetGraphInputNodeInfo 

func (m *GraphTransferInfo) GetGraphInputNodeInfo() []*GraphTransferInfo_GraphInputNodeInfo

func (*GraphTransferInfo) GetGraphOutputNodeInfo 

func (m *GraphTransferInfo) GetGraphOutputNodeInfo() []*GraphTransferInfo_GraphOutputNodeInfo

func (*GraphTransferInfo) GetNodeInfo 

func (m *GraphTransferInfo) GetNodeInfo() []*GraphTransferInfo_NodeInfo

func (*GraphTransferInfo) GetNodeInputInfo 

func (m *GraphTransferInfo) GetNodeInputInfo() []*GraphTransferInfo_NodeInputInfo

func (*GraphTransferInfo) GetNodeOutputInfo 

func (m *GraphTransferInfo) GetNodeOutputInfo() []*GraphTransferInfo_NodeOutputInfo

func (*GraphTransferInfo) ProtoMessage 

func (*GraphTransferInfo) ProtoMessage()

func (*GraphTransferInfo) Reset 

func (m *GraphTransferInfo) Reset()

func (*GraphTransferInfo) String 

func (m *GraphTransferInfo) String() string

type GraphTransferInfo_ConstNodeInfo 

type GraphTransferInfo_ConstNodeInfo struct {
	Name   string   `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	NodeId int32    `protobuf:"varint,2,opt,name=node_id,json=nodeId" json:"node_id,omitempty"`
	Shape  []int64  `protobuf:"varint,3,rep,packed,name=shape" json:"shape,omitempty"`
	Data   []byte   `protobuf:"bytes,4,opt,name=data,proto3" json:"data,omitempty"`
	Dtype  DataType `protobuf:"varint,5,opt,name=dtype,enum=tensorflow.DataType" json:"dtype,omitempty"`
}

func (*GraphTransferInfo_ConstNodeInfo) Descriptor 

func (*GraphTransferInfo_ConstNodeInfo) Descriptor() ([]byte, []int)

func (*GraphTransferInfo_ConstNodeInfo) GetData 

func (m *GraphTransferInfo_ConstNodeInfo) GetData() []byte

func (*GraphTransferInfo_ConstNodeInfo) GetDtype 

func (m *GraphTransferInfo_ConstNodeInfo) GetDtype() DataType

func (*GraphTransferInfo_ConstNodeInfo) GetName 

func (m *GraphTransferInfo_ConstNodeInfo) GetName() string

func (*GraphTransferInfo_ConstNodeInfo) GetNodeId 

func (m *GraphTransferInfo_ConstNodeInfo) GetNodeId() int32

func (*GraphTransferInfo_ConstNodeInfo) GetShape 

func (m *GraphTransferInfo_ConstNodeInfo) GetShape() []int64

func (*GraphTransferInfo_ConstNodeInfo) ProtoMessage 

func (*GraphTransferInfo_ConstNodeInfo) ProtoMessage()

func (*GraphTransferInfo_ConstNodeInfo) Reset 

func (m *GraphTransferInfo_ConstNodeInfo) Reset()

func (*GraphTransferInfo_ConstNodeInfo) String 

func (m *GraphTransferInfo_ConstNodeInfo) String() string

type GraphTransferInfo_Destination 

type GraphTransferInfo_Destination int32
const (
	GraphTransferInfo_NOP     GraphTransferInfo_Destination = 0
	GraphTransferInfo_HEXAGON GraphTransferInfo_Destination = 1
)

func (GraphTransferInfo_Destination) EnumDescriptor 

func (GraphTransferInfo_Destination) EnumDescriptor() ([]byte, []int)

func (GraphTransferInfo_Destination) String 

func (x GraphTransferInfo_Destination) String() string

type GraphTransferInfo_GraphInputNodeInfo 

type GraphTransferInfo_GraphInputNodeInfo struct {
	Name  string   `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Shape []int64  `protobuf:"varint,2,rep,packed,name=shape" json:"shape,omitempty"`
	Dtype DataType `protobuf:"varint,3,opt,name=dtype,enum=tensorflow.DataType" json:"dtype,omitempty"`
}

func (*GraphTransferInfo_GraphInputNodeInfo) Descriptor 

func (*GraphTransferInfo_GraphInputNodeInfo) Descriptor() ([]byte, []int)

func (*GraphTransferInfo_GraphInputNodeInfo) GetDtype 

func (m *GraphTransferInfo_GraphInputNodeInfo) GetDtype() DataType

func (*GraphTransferInfo_GraphInputNodeInfo) GetName 

func (m *GraphTransferInfo_GraphInputNodeInfo) GetName() string

func (*GraphTransferInfo_GraphInputNodeInfo) GetShape 

func (m *GraphTransferInfo_GraphInputNodeInfo) GetShape() []int64

func (*GraphTransferInfo_GraphInputNodeInfo) ProtoMessage 

func (*GraphTransferInfo_GraphInputNodeInfo) ProtoMessage()

func (*GraphTransferInfo_GraphInputNodeInfo) Reset 

func (m *GraphTransferInfo_GraphInputNodeInfo) Reset()

func (*GraphTransferInfo_GraphInputNodeInfo) String 

func (m *GraphTransferInfo_GraphInputNodeInfo) String() string

type GraphTransferInfo_GraphOutputNodeInfo 

type GraphTransferInfo_GraphOutputNodeInfo struct {
	Name  string   `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Shape []int64  `protobuf:"varint,2,rep,packed,name=shape" json:"shape,omitempty"`
	Dtype DataType `protobuf:"varint,3,opt,name=dtype,enum=tensorflow.DataType" json:"dtype,omitempty"`
}

func (*GraphTransferInfo_GraphOutputNodeInfo) Descriptor 

func (*GraphTransferInfo_GraphOutputNodeInfo) Descriptor() ([]byte, []int)

func (*GraphTransferInfo_GraphOutputNodeInfo) GetDtype 

func (m *GraphTransferInfo_GraphOutputNodeInfo) GetDtype() DataType

func (*GraphTransferInfo_GraphOutputNodeInfo) GetName 

func (m *GraphTransferInfo_GraphOutputNodeInfo) GetName() string

func (*GraphTransferInfo_GraphOutputNodeInfo) GetShape 

func (m *GraphTransferInfo_GraphOutputNodeInfo) GetShape() []int64

func (*GraphTransferInfo_GraphOutputNodeInfo) ProtoMessage 

func (*GraphTransferInfo_GraphOutputNodeInfo) ProtoMessage()

func (*GraphTransferInfo_GraphOutputNodeInfo) Reset 

func (m *GraphTransferInfo_GraphOutputNodeInfo) Reset()

func (*GraphTransferInfo_GraphOutputNodeInfo) String 

func (m *GraphTransferInfo_GraphOutputNodeInfo) String() string

type GraphTransferInfo_NodeInfo 

type GraphTransferInfo_NodeInfo struct {
	Name        string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	NodeId      int32  `protobuf:"varint,2,opt,name=node_id,json=nodeId" json:"node_id,omitempty"`
	TypeName    string `protobuf:"bytes,3,opt,name=type_name,json=typeName" json:"type_name,omitempty"`
	SocOpId     int32  `protobuf:"varint,4,opt,name=soc_op_id,json=socOpId" json:"soc_op_id,omitempty"`
	PaddingId   int32  `protobuf:"varint,5,opt,name=padding_id,json=paddingId" json:"padding_id,omitempty"`
	InputCount  int32  `protobuf:"varint,6,opt,name=input_count,json=inputCount" json:"input_count,omitempty"`
	OutputCount int32  `protobuf:"varint,7,opt,name=output_count,json=outputCount" json:"output_count,omitempty"`
}

func (*GraphTransferInfo_NodeInfo) Descriptor 

func (*GraphTransferInfo_NodeInfo) Descriptor() ([]byte, []int)

func (*GraphTransferInfo_NodeInfo) GetInputCount 

func (m *GraphTransferInfo_NodeInfo) GetInputCount() int32

func (*GraphTransferInfo_NodeInfo) GetName 

func (m *GraphTransferInfo_NodeInfo) GetName() string

func (*GraphTransferInfo_NodeInfo) GetNodeId 

func (m *GraphTransferInfo_NodeInfo) GetNodeId() int32

func (*GraphTransferInfo_NodeInfo) GetOutputCount 

func (m *GraphTransferInfo_NodeInfo) GetOutputCount() int32

func (*GraphTransferInfo_NodeInfo) GetPaddingId 

func (m *GraphTransferInfo_NodeInfo) GetPaddingId() int32

func (*GraphTransferInfo_NodeInfo) GetSocOpId 

func (m *GraphTransferInfo_NodeInfo) GetSocOpId() int32

func (*GraphTransferInfo_NodeInfo) GetTypeName 

func (m *GraphTransferInfo_NodeInfo) GetTypeName() string

func (*GraphTransferInfo_NodeInfo) ProtoMessage 

func (*GraphTransferInfo_NodeInfo) ProtoMessage()

func (*GraphTransferInfo_NodeInfo) Reset 

func (m *GraphTransferInfo_NodeInfo) Reset()

func (*GraphTransferInfo_NodeInfo) String 

func (m *GraphTransferInfo_NodeInfo) String() string

type GraphTransferInfo_NodeInput 

type GraphTransferInfo_NodeInput struct {
	NodeId     int32 `protobuf:"varint,1,opt,name=node_id,json=nodeId" json:"node_id,omitempty"`
	OutputPort int32 `protobuf:"varint,2,opt,name=output_port,json=outputPort" json:"output_port,omitempty"`
}

func (*GraphTransferInfo_NodeInput) Descriptor 

func (*GraphTransferInfo_NodeInput) Descriptor() ([]byte, []int)

func (*GraphTransferInfo_NodeInput) GetNodeId 

func (m *GraphTransferInfo_NodeInput) GetNodeId() int32

func (*GraphTransferInfo_NodeInput) GetOutputPort 

func (m *GraphTransferInfo_NodeInput) GetOutputPort() int32

func (*GraphTransferInfo_NodeInput) ProtoMessage 

func (*GraphTransferInfo_NodeInput) ProtoMessage()

func (*GraphTransferInfo_NodeInput) Reset 

func (m *GraphTransferInfo_NodeInput) Reset()

func (*GraphTransferInfo_NodeInput) String 

func (m *GraphTransferInfo_NodeInput) String() string

type GraphTransferInfo_NodeInputInfo 

type GraphTransferInfo_NodeInputInfo struct {
	NodeId    int32                          `protobuf:"varint,1,opt,name=node_id,json=nodeId" json:"node_id,omitempty"`
	NodeInput []*GraphTransferInfo_NodeInput `protobuf:"bytes,2,rep,name=node_input,json=nodeInput" json:"node_input,omitempty"`
}

func (*GraphTransferInfo_NodeInputInfo) Descriptor 

func (*GraphTransferInfo_NodeInputInfo) Descriptor() ([]byte, []int)

func (*GraphTransferInfo_NodeInputInfo) GetNodeId 

func (m *GraphTransferInfo_NodeInputInfo) GetNodeId() int32

func (*GraphTransferInfo_NodeInputInfo) GetNodeInput 

func (m *GraphTransferInfo_NodeInputInfo) GetNodeInput() []*GraphTransferInfo_NodeInput

func (*GraphTransferInfo_NodeInputInfo) ProtoMessage 

func (*GraphTransferInfo_NodeInputInfo) ProtoMessage()

func (*GraphTransferInfo_NodeInputInfo) Reset 

func (m *GraphTransferInfo_NodeInputInfo) Reset()

func (*GraphTransferInfo_NodeInputInfo) String 

func (m *GraphTransferInfo_NodeInputInfo) String() string

type GraphTransferInfo_NodeOutputInfo 

type GraphTransferInfo_NodeOutputInfo struct {
	NodeId      int32   `protobuf:"varint,1,opt,name=node_id,json=nodeId" json:"node_id,omitempty"`
	MaxByteSize []int32 `protobuf:"varint,2,rep,packed,name=max_byte_size,json=maxByteSize" json:"max_byte_size,omitempty"`
}

func (*GraphTransferInfo_NodeOutputInfo) Descriptor 

func (*GraphTransferInfo_NodeOutputInfo) Descriptor() ([]byte, []int)

func (*GraphTransferInfo_NodeOutputInfo) GetMaxByteSize 

func (m *GraphTransferInfo_NodeOutputInfo) GetMaxByteSize() []int32

func (*GraphTransferInfo_NodeOutputInfo) GetNodeId 

func (m *GraphTransferInfo_NodeOutputInfo) GetNodeId() int32

func (*GraphTransferInfo_NodeOutputInfo) ProtoMessage 

func (*GraphTransferInfo_NodeOutputInfo) ProtoMessage()

func (*GraphTransferInfo_NodeOutputInfo) Reset 

func (m *GraphTransferInfo_NodeOutputInfo) Reset()

func (*GraphTransferInfo_NodeOutputInfo) String 

func (m *GraphTransferInfo_NodeOutputInfo) String() string

type HistogramProto 

type HistogramProto struct {
	Min        float64 `protobuf:"fixed64,1,opt,name=min" json:"min,omitempty"`
	Max        float64 `protobuf:"fixed64,2,opt,name=max" json:"max,omitempty"`
	Num        float64 `protobuf:"fixed64,3,opt,name=num" json:"num,omitempty"`
	Sum        float64 `protobuf:"fixed64,4,opt,name=sum" json:"sum,omitempty"`
	SumSquares float64 `protobuf:"fixed64,5,opt,name=sum_squares,json=sumSquares" json:"sum_squares,omitempty"`
	// Parallel arrays encoding the bucket boundaries and the bucket values.
	// bucket(i) is the count for the bucket i.  The range for
	// a bucket is:
	//   i == 0:  -DBL_MAX .. bucket_limit(0)
	//   i != 0:  bucket_limit(i-1) .. bucket_limit(i)
	BucketLimit []float64 `protobuf:"fixed64,6,rep,packed,name=bucket_limit,json=bucketLimit" json:"bucket_limit,omitempty"`
	Bucket      []float64 `protobuf:"fixed64,7,rep,packed,name=bucket" json:"bucket,omitempty"`
}

Serialization format for histogram module in core/lib/histogram/histogram.h

func (*HistogramProto) Descriptor 

func (*HistogramProto) Descriptor() ([]byte, []int)

func (*HistogramProto) GetBucket 

func (m *HistogramProto) GetBucket() []float64

func (*HistogramProto) GetBucketLimit 

func (m *HistogramProto) GetBucketLimit() []float64

func (*HistogramProto) GetMax 

func (m *HistogramProto) GetMax() float64

func (*HistogramProto) GetMin 

func (m *HistogramProto) GetMin() float64

func (*HistogramProto) GetNum 

func (m *HistogramProto) GetNum() float64

func (*HistogramProto) GetSum 

func (m *HistogramProto) GetSum() float64

func (*HistogramProto) GetSumSquares 

func (m *HistogramProto) GetSumSquares() float64

func (*HistogramProto) ProtoMessage 

func (*HistogramProto) ProtoMessage()

func (*HistogramProto) Reset 

func (m *HistogramProto) Reset()

func (*HistogramProto) String 

func (m *HistogramProto) String() string

type KernelDef 

type KernelDef struct {
	// Must match the name of an Op.
	Op string `protobuf:"bytes,1,opt,name=op" json:"op,omitempty"`
	// Type of device this kernel runs on.
	DeviceType string                      `protobuf:"bytes,2,opt,name=device_type,json=deviceType" json:"device_type,omitempty"`
	Constraint []*KernelDef_AttrConstraint `protobuf:"bytes,3,rep,name=constraint" json:"constraint,omitempty"`
	// Names of the Op's input_/output_args that reside in host memory
	// instead of device memory.
	HostMemoryArg []string `protobuf:"bytes,4,rep,name=host_memory_arg,json=hostMemoryArg" json:"host_memory_arg,omitempty"`
	// This allows experimental kernels to be registered for an op that
	// won't be used unless the user specifies a "_kernel" attr with
	// value matching this.
	Label string `protobuf:"bytes,5,opt,name=label" json:"label,omitempty"`
}

func (*KernelDef) Descriptor 

func (*KernelDef) Descriptor() ([]byte, []int)

func (*KernelDef) GetConstraint 

func (m *KernelDef) GetConstraint() []*KernelDef_AttrConstraint

func (*KernelDef) GetDeviceType 

func (m *KernelDef) GetDeviceType() string

func (*KernelDef) GetHostMemoryArg 

func (m *KernelDef) GetHostMemoryArg() []string

func (*KernelDef) GetLabel 

func (m *KernelDef) GetLabel() string

func (*KernelDef) GetOp 

func (m *KernelDef) GetOp() string

func (*KernelDef) ProtoMessage 

func (*KernelDef) ProtoMessage()

func (*KernelDef) Reset 

func (m *KernelDef) Reset()

func (*KernelDef) String 

func (m *KernelDef) String() string

type KernelDef_AttrConstraint 

type KernelDef_AttrConstraint struct {
	// Name of an attr from the Op.
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// A list of values that this kernel supports for this attr.
	// Like OpDef.AttrDef.allowed_values, except for kernels instead of Ops.
	AllowedValues *AttrValue `protobuf:"bytes,2,opt,name=allowed_values,json=allowedValues" json:"allowed_values,omitempty"`
}

func (*KernelDef_AttrConstraint) Descriptor 

func (*KernelDef_AttrConstraint) Descriptor() ([]byte, []int)

func (*KernelDef_AttrConstraint) GetAllowedValues 

func (m *KernelDef_AttrConstraint) GetAllowedValues() *AttrValue

func (*KernelDef_AttrConstraint) GetName 

func (m *KernelDef_AttrConstraint) GetName() string

func (*KernelDef_AttrConstraint) ProtoMessage 

func (*KernelDef_AttrConstraint) ProtoMessage()

func (*KernelDef_AttrConstraint) Reset 

func (m *KernelDef_AttrConstraint) Reset()

func (*KernelDef_AttrConstraint) String 

func (m *KernelDef_AttrConstraint) String() string

type MemoryLogRawAllocation 

type MemoryLogRawAllocation struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId" json:"step_id,omitempty"`
	// Name of the operation making the allocation.
	Operation string `protobuf:"bytes,2,opt,name=operation" json:"operation,omitempty"`
	// Number of bytes in the allocation.
	NumBytes int64 `protobuf:"varint,3,opt,name=num_bytes,json=numBytes" json:"num_bytes,omitempty"`
	// Address of the allocation.
	Ptr uint64 `protobuf:"varint,4,opt,name=ptr" json:"ptr,omitempty"`
	// Id of the tensor buffer being allocated, used to match to a
	// corresponding deallocation.
	AllocationId int64 `protobuf:"varint,5,opt,name=allocation_id,json=allocationId" json:"allocation_id,omitempty"`
	// Name of the allocator used.
	AllocatorName string `protobuf:"bytes,6,opt,name=allocator_name,json=allocatorName" json:"allocator_name,omitempty"`
}

func (*MemoryLogRawAllocation) Descriptor 

func (*MemoryLogRawAllocation) Descriptor() ([]byte, []int)

func (*MemoryLogRawAllocation) GetAllocationId 

func (m *MemoryLogRawAllocation) GetAllocationId() int64

func (*MemoryLogRawAllocation) GetAllocatorName 

func (m *MemoryLogRawAllocation) GetAllocatorName() string

func (*MemoryLogRawAllocation) GetNumBytes 

func (m *MemoryLogRawAllocation) GetNumBytes() int64

func (*MemoryLogRawAllocation) GetOperation 

func (m *MemoryLogRawAllocation) GetOperation() string

func (*MemoryLogRawAllocation) GetPtr 

func (m *MemoryLogRawAllocation) GetPtr() uint64

func (*MemoryLogRawAllocation) GetStepId 

func (m *MemoryLogRawAllocation) GetStepId() int64

func (*MemoryLogRawAllocation) ProtoMessage 

func (*MemoryLogRawAllocation) ProtoMessage()

func (*MemoryLogRawAllocation) Reset 

func (m *MemoryLogRawAllocation) Reset()

func (*MemoryLogRawAllocation) String 

func (m *MemoryLogRawAllocation) String() string

type MemoryLogRawDeallocation 

type MemoryLogRawDeallocation struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId" json:"step_id,omitempty"`
	// Name of the operation making the deallocation.
	Operation string `protobuf:"bytes,2,opt,name=operation" json:"operation,omitempty"`
	// Id of the tensor buffer being deallocated, used to match to a
	// corresponding allocation.
	AllocationId int64 `protobuf:"varint,3,opt,name=allocation_id,json=allocationId" json:"allocation_id,omitempty"`
	// Name of the allocator used.
	AllocatorName string `protobuf:"bytes,4,opt,name=allocator_name,json=allocatorName" json:"allocator_name,omitempty"`
	// True if the deallocation is queued and will be performed later,
	// e.g. for GPU lazy freeing of buffers.
	Deferred bool `protobuf:"varint,5,opt,name=deferred" json:"deferred,omitempty"`
}

func (*MemoryLogRawDeallocation) Descriptor 

func (*MemoryLogRawDeallocation) Descriptor() ([]byte, []int)

func (*MemoryLogRawDeallocation) GetAllocationId 

func (m *MemoryLogRawDeallocation) GetAllocationId() int64

func (*MemoryLogRawDeallocation) GetAllocatorName 

func (m *MemoryLogRawDeallocation) GetAllocatorName() string

func (*MemoryLogRawDeallocation) GetDeferred 

func (m *MemoryLogRawDeallocation) GetDeferred() bool

func (*MemoryLogRawDeallocation) GetOperation 

func (m *MemoryLogRawDeallocation) GetOperation() string

func (*MemoryLogRawDeallocation) GetStepId 

func (m *MemoryLogRawDeallocation) GetStepId() int64

func (*MemoryLogRawDeallocation) ProtoMessage 

func (*MemoryLogRawDeallocation) ProtoMessage()

func (*MemoryLogRawDeallocation) Reset 

func (m *MemoryLogRawDeallocation) Reset()

func (*MemoryLogRawDeallocation) String 

func (m *MemoryLogRawDeallocation) String() string

type MemoryLogStep 

type MemoryLogStep struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId" json:"step_id,omitempty"`
	// Handle describing the feeds and fetches of the step.
	Handle string `protobuf:"bytes,2,opt,name=handle" json:"handle,omitempty"`
}

func (*MemoryLogStep) Descriptor 

func (*MemoryLogStep) Descriptor() ([]byte, []int)

func (*MemoryLogStep) GetHandle 

func (m *MemoryLogStep) GetHandle() string

func (*MemoryLogStep) GetStepId 

func (m *MemoryLogStep) GetStepId() int64

func (*MemoryLogStep) ProtoMessage 

func (*MemoryLogStep) ProtoMessage()

func (*MemoryLogStep) Reset 

func (m *MemoryLogStep) Reset()

func (*MemoryLogStep) String 

func (m *MemoryLogStep) String() string

type MemoryLogTensorAllocation 

type MemoryLogTensorAllocation struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId" json:"step_id,omitempty"`
	// Name of the kernel making the allocation as set in GraphDef,
	// e.g., "affine2/weights/Assign".
	KernelName string `protobuf:"bytes,2,opt,name=kernel_name,json=kernelName" json:"kernel_name,omitempty"`
	// Allocated tensor details.
	Tensor *TensorDescription `protobuf:"bytes,3,opt,name=tensor" json:"tensor,omitempty"`
}

func (*MemoryLogTensorAllocation) Descriptor 

func (*MemoryLogTensorAllocation) Descriptor() ([]byte, []int)

func (*MemoryLogTensorAllocation) GetKernelName 

func (m *MemoryLogTensorAllocation) GetKernelName() string

func (*MemoryLogTensorAllocation) GetStepId 

func (m *MemoryLogTensorAllocation) GetStepId() int64

func (*MemoryLogTensorAllocation) GetTensor 

func (m *MemoryLogTensorAllocation) GetTensor() *TensorDescription

func (*MemoryLogTensorAllocation) ProtoMessage 

func (*MemoryLogTensorAllocation) ProtoMessage()

func (*MemoryLogTensorAllocation) Reset 

func (m *MemoryLogTensorAllocation) Reset()

func (*MemoryLogTensorAllocation) String 

func (m *MemoryLogTensorAllocation) String() string

type MemoryLogTensorDeallocation 

type MemoryLogTensorDeallocation struct {
	// Id of the tensor buffer being deallocated, used to match to a
	// corresponding allocation.
	AllocationId int64 `protobuf:"varint,1,opt,name=allocation_id,json=allocationId" json:"allocation_id,omitempty"`
	// Name of the allocator used.
	AllocatorName string `protobuf:"bytes,2,opt,name=allocator_name,json=allocatorName" json:"allocator_name,omitempty"`
}

func (*MemoryLogTensorDeallocation) Descriptor 

func (*MemoryLogTensorDeallocation) Descriptor() ([]byte, []int)

func (*MemoryLogTensorDeallocation) GetAllocationId 

func (m *MemoryLogTensorDeallocation) GetAllocationId() int64

func (*MemoryLogTensorDeallocation) GetAllocatorName 

func (m *MemoryLogTensorDeallocation) GetAllocatorName() string

func (*MemoryLogTensorDeallocation) ProtoMessage 

func (*MemoryLogTensorDeallocation) ProtoMessage()

func (*MemoryLogTensorDeallocation) Reset 

func (m *MemoryLogTensorDeallocation) Reset()

func (*MemoryLogTensorDeallocation) String 

func (m *MemoryLogTensorDeallocation) String() string

type MemoryLogTensorOutput 

type MemoryLogTensorOutput struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId" json:"step_id,omitempty"`
	// Name of the kernel producing an output as set in GraphDef, e.g.,
	// "affine2/weights/Assign".
	KernelName string `protobuf:"bytes,2,opt,name=kernel_name,json=kernelName" json:"kernel_name,omitempty"`
	// Index of the output being set.
	Index int32 `protobuf:"varint,3,opt,name=index" json:"index,omitempty"`
	// Output tensor details.
	Tensor *TensorDescription `protobuf:"bytes,4,opt,name=tensor" json:"tensor,omitempty"`
}

func (*MemoryLogTensorOutput) Descriptor 

func (*MemoryLogTensorOutput) Descriptor() ([]byte, []int)

func (*MemoryLogTensorOutput) GetIndex 

func (m *MemoryLogTensorOutput) GetIndex() int32

func (*MemoryLogTensorOutput) GetKernelName 

func (m *MemoryLogTensorOutput) GetKernelName() string

func (*MemoryLogTensorOutput) GetStepId 

func (m *MemoryLogTensorOutput) GetStepId() int64

func (*MemoryLogTensorOutput) GetTensor 

func (m *MemoryLogTensorOutput) GetTensor() *TensorDescription

func (*MemoryLogTensorOutput) ProtoMessage 

func (*MemoryLogTensorOutput) ProtoMessage()

func (*MemoryLogTensorOutput) Reset 

func (m *MemoryLogTensorOutput) Reset()

func (*MemoryLogTensorOutput) String 

func (m *MemoryLogTensorOutput) String() string

type MemoryStats 

type MemoryStats struct {
	HostTempMemorySize             int64   `protobuf:"varint,1,opt,name=host_temp_memory_size,json=hostTempMemorySize" json:"host_temp_memory_size,omitempty"`
	DeviceTempMemorySize           int64   `protobuf:"varint,2,opt,name=device_temp_memory_size,json=deviceTempMemorySize" json:"device_temp_memory_size,omitempty"`
	HostPersistentMemorySize       int64   `` /* 131-byte string literal not displayed */
	DevicePersistentMemorySize     int64   `` /* 137-byte string literal not displayed */
	HostPersistentTensorAllocIds   []int64 `` /* 152-byte string literal not displayed */
	DevicePersistentTensorAllocIds []int64 `` /* 158-byte string literal not displayed */
}

For memory tracking.

func (*MemoryStats) Descriptor 

func (*MemoryStats) Descriptor() ([]byte, []int)

func (*MemoryStats) GetDevicePersistentMemorySize 

func (m *MemoryStats) GetDevicePersistentMemorySize() int64

func (*MemoryStats) GetDevicePersistentTensorAllocIds 

func (m *MemoryStats) GetDevicePersistentTensorAllocIds() []int64

func (*MemoryStats) GetDeviceTempMemorySize 

func (m *MemoryStats) GetDeviceTempMemorySize() int64

func (*MemoryStats) GetHostPersistentMemorySize 

func (m *MemoryStats) GetHostPersistentMemorySize() int64

func (*MemoryStats) GetHostPersistentTensorAllocIds 

func (m *MemoryStats) GetHostPersistentTensorAllocIds() []int64

func (*MemoryStats) GetHostTempMemorySize 

func (m *MemoryStats) GetHostTempMemorySize() int64

func (*MemoryStats) ProtoMessage 

func (*MemoryStats) ProtoMessage()

func (*MemoryStats) Reset 

func (m *MemoryStats) Reset()

func (*MemoryStats) String 

func (m *MemoryStats) String() string

type NameAttrList 

type NameAttrList struct {
	Name string                `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Attr map[string]*AttrValue `` /* 128-byte string literal not displayed */
}

A list of attr names and their values. The whole list is attached with a string name. E.g., MatMul[T=float].

func (*NameAttrList) Descriptor 

func (*NameAttrList) Descriptor() ([]byte, []int)

func (*NameAttrList) GetAttr 

func (m *NameAttrList) GetAttr() map[string]*AttrValue

func (*NameAttrList) GetName 

func (m *NameAttrList) GetName() string

func (*NameAttrList) ProtoMessage 

func (*NameAttrList) ProtoMessage()

func (*NameAttrList) Reset 

func (m *NameAttrList) Reset()

func (*NameAttrList) String 

func (m *NameAttrList) String() string

type NodeDef 

type NodeDef struct {
	// The name given to this operator. Used for naming inputs,
	// logging, visualization, etc.  Unique within a single GraphDef.
	// Must match the regexp "[A-Za-z0-9.][A-Za-z0-9_./]*".
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// The operation name.  There may be custom parameters in attrs.
	// Op names starting with an underscore are reserved for internal use.
	Op string `protobuf:"bytes,2,opt,name=op" json:"op,omitempty"`
	// Each input is "node:src_output" with "node" being a string name and
	// "src_output" indicating which output tensor to use from "node". If
	// "src_output" is 0 the ":0" suffix can be omitted.  Regular inputs
	// may optionally be followed by control inputs that have the format
	// "^node".
	Input []string `protobuf:"bytes,3,rep,name=input" json:"input,omitempty"`
	// A (possibly partial) specification for the device on which this
	// node should be placed.
	// The expected syntax for this string is as follows:
	//
	// DEVICE_SPEC ::= PARTIAL_SPEC
	//
	// PARTIAL_SPEC ::= ("/" CONSTRAINT) *
	// CONSTRAINT ::= ("job:" JOB_NAME)
	//              | ("replica:" [1-9][0-9]*)
	//              | ("task:" [1-9][0-9]*)
	//              | ( ("gpu" | "cpu") ":" ([1-9][0-9]* | "*") )
	//
	// Valid values for this string include:
	// * "/job:worker/replica:0/task:1/device:GPU:3"  (full specification)
	// * "/job:worker/device:GPU:3"                   (partial specification)
	// * ""                                    (no specification)
	//
	// If the constraints do not resolve to a single device (or if this
	// field is empty or not present), the runtime will attempt to
	// choose a device automatically.
	Device string `protobuf:"bytes,4,opt,name=device" json:"device,omitempty"`
	// Operation-specific graph-construction-time configuration.
	// Note that this should include all attrs defined in the
	// corresponding OpDef, including those with a value matching
	// the default -- this allows the default to change and makes
	// NodeDefs easier to interpret on their own.  However, if
	// an attr with a default is not specified in this list, the
	// default will be used.
	// The "names" (keys) must match the regexp "[a-z][a-z0-9_]+" (and
	// one of the names from the corresponding OpDef's attr field).
	// The values must have a type matching the corresponding OpDef
	// attr's type field.
	// TODO(josh11b): Add some examples here showing best practices.
	Attr map[string]*AttrValue `` /* 128-byte string literal not displayed */
}

func (*NodeDef) Descriptor 

func (*NodeDef) Descriptor() ([]byte, []int)

func (*NodeDef) GetAttr 

func (m *NodeDef) GetAttr() map[string]*AttrValue

func (*NodeDef) GetDevice 

func (m *NodeDef) GetDevice() string

func (*NodeDef) GetInput 

func (m *NodeDef) GetInput() []string

func (*NodeDef) GetName 

func (m *NodeDef) GetName() string

func (*NodeDef) GetOp 

func (m *NodeDef) GetOp() string

func (*NodeDef) ProtoMessage 

func (*NodeDef) ProtoMessage()

func (*NodeDef) Reset 

func (m *NodeDef) Reset()

func (*NodeDef) String 

func (m *NodeDef) String() string

type NodeExecStats 

type NodeExecStats struct {
	// TODO(tucker): Use some more compact form of node identity than
	// the full string name.  Either all processes should agree on a
	// global id (cost_id?) for each node, or we should use a hash of
	// the name.
	NodeName         string                   `protobuf:"bytes,1,opt,name=node_name,json=nodeName" json:"node_name,omitempty"`
	AllStartMicros   int64                    `protobuf:"varint,2,opt,name=all_start_micros,json=allStartMicros" json:"all_start_micros,omitempty"`
	OpStartRelMicros int64                    `protobuf:"varint,3,opt,name=op_start_rel_micros,json=opStartRelMicros" json:"op_start_rel_micros,omitempty"`
	OpEndRelMicros   int64                    `protobuf:"varint,4,opt,name=op_end_rel_micros,json=opEndRelMicros" json:"op_end_rel_micros,omitempty"`
	AllEndRelMicros  int64                    `protobuf:"varint,5,opt,name=all_end_rel_micros,json=allEndRelMicros" json:"all_end_rel_micros,omitempty"`
	Memory           []*AllocatorMemoryUsed   `protobuf:"bytes,6,rep,name=memory" json:"memory,omitempty"`
	Output           []*NodeOutput            `protobuf:"bytes,7,rep,name=output" json:"output,omitempty"`
	TimelineLabel    string                   `protobuf:"bytes,8,opt,name=timeline_label,json=timelineLabel" json:"timeline_label,omitempty"`
	ScheduledMicros  int64                    `protobuf:"varint,9,opt,name=scheduled_micros,json=scheduledMicros" json:"scheduled_micros,omitempty"`
	ThreadId         uint32                   `protobuf:"varint,10,opt,name=thread_id,json=threadId" json:"thread_id,omitempty"`
	ReferencedTensor []*AllocationDescription `protobuf:"bytes,11,rep,name=referenced_tensor,json=referencedTensor" json:"referenced_tensor,omitempty"`
	MemoryStats      *MemoryStats             `protobuf:"bytes,12,opt,name=memory_stats,json=memoryStats" json:"memory_stats,omitempty"`
}

Time/size stats recorded for a single execution of a graph node.

func (*NodeExecStats) Descriptor 

func (*NodeExecStats) Descriptor() ([]byte, []int)

func (*NodeExecStats) GetAllEndRelMicros 

func (m *NodeExecStats) GetAllEndRelMicros() int64

func (*NodeExecStats) GetAllStartMicros 

func (m *NodeExecStats) GetAllStartMicros() int64

func (*NodeExecStats) GetMemory 

func (m *NodeExecStats) GetMemory() []*AllocatorMemoryUsed

func (*NodeExecStats) GetMemoryStats 

func (m *NodeExecStats) GetMemoryStats() *MemoryStats

func (*NodeExecStats) GetNodeName 

func (m *NodeExecStats) GetNodeName() string

func (*NodeExecStats) GetOpEndRelMicros 

func (m *NodeExecStats) GetOpEndRelMicros() int64

func (*NodeExecStats) GetOpStartRelMicros 

func (m *NodeExecStats) GetOpStartRelMicros() int64

func (*NodeExecStats) GetOutput 

func (m *NodeExecStats) GetOutput() []*NodeOutput

func (*NodeExecStats) GetReferencedTensor 

func (m *NodeExecStats) GetReferencedTensor() []*AllocationDescription

func (*NodeExecStats) GetScheduledMicros 

func (m *NodeExecStats) GetScheduledMicros() int64

func (*NodeExecStats) GetThreadId 

func (m *NodeExecStats) GetThreadId() uint32

func (*NodeExecStats) GetTimelineLabel 

func (m *NodeExecStats) GetTimelineLabel() string

func (*NodeExecStats) ProtoMessage 

func (*NodeExecStats) ProtoMessage()

func (*NodeExecStats) Reset 

func (m *NodeExecStats) Reset()

func (*NodeExecStats) String 

func (m *NodeExecStats) String() string

type NodeOutput 

type NodeOutput struct {
	Slot              int32              `protobuf:"varint,1,opt,name=slot" json:"slot,omitempty"`
	TensorDescription *TensorDescription `protobuf:"bytes,3,opt,name=tensor_description,json=tensorDescription" json:"tensor_description,omitempty"`
}

Output sizes recorded for a single execution of a graph node.

func (*NodeOutput) Descriptor 

func (*NodeOutput) Descriptor() ([]byte, []int)

func (*NodeOutput) GetSlot 

func (m *NodeOutput) GetSlot() int32

func (*NodeOutput) GetTensorDescription 

func (m *NodeOutput) GetTensorDescription() *TensorDescription

func (*NodeOutput) ProtoMessage 

func (*NodeOutput) ProtoMessage()

func (*NodeOutput) Reset 

func (m *NodeOutput) Reset()

func (*NodeOutput) String 

func (m *NodeOutput) String() string

type OpDef 

type OpDef struct {
	// Op names starting with an underscore are reserved for internal use.
	// Names should be CamelCase and match the regexp "[A-Z][a-zA-Z0-9_]*".
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// Description of the input(s).
	InputArg []*OpDef_ArgDef `protobuf:"bytes,2,rep,name=input_arg,json=inputArg" json:"input_arg,omitempty"`
	// Description of the output(s).
	OutputArg []*OpDef_ArgDef  `protobuf:"bytes,3,rep,name=output_arg,json=outputArg" json:"output_arg,omitempty"`
	Attr      []*OpDef_AttrDef `protobuf:"bytes,4,rep,name=attr" json:"attr,omitempty"`
	// Optional deprecation based on GraphDef versions.
	Deprecation *OpDeprecation `protobuf:"bytes,8,opt,name=deprecation" json:"deprecation,omitempty"`
	// One-line human-readable description of what the Op does.
	Summary string `protobuf:"bytes,5,opt,name=summary" json:"summary,omitempty"`
	// Additional, longer human-readable description of what the Op does.
	Description string `protobuf:"bytes,6,opt,name=description" json:"description,omitempty"`
	// True if the operation is commutative ("op(a,b) == op(b,a)" for all inputs)
	IsCommutative bool `protobuf:"varint,18,opt,name=is_commutative,json=isCommutative" json:"is_commutative,omitempty"`
	// If is_aggregate is true, then this operation accepts N >= 2
	// inputs and produces 1 output all of the same type.  Should be
	// associative and commutative, and produce output with the same
	// shape as the input.  The optimizer may replace an aggregate op
	// taking input from multiple devices with a tree of aggregate ops
	// that aggregate locally within each device (and possibly within
	// groups of nearby devices) before communicating.
	// TODO(josh11b): Implement that optimization.
	IsAggregate bool `protobuf:"varint,16,opt,name=is_aggregate,json=isAggregate" json:"is_aggregate,omitempty"`
	// By default Ops may be moved between devices.  Stateful ops should
	// either not be moved, or should only be moved if that state can also
	// be moved (e.g. via some sort of save / restore).
	// Stateful ops are guaranteed to never be optimized away by Common
	// Subexpression Elimination (CSE).
	IsStateful bool `protobuf:"varint,17,opt,name=is_stateful,json=isStateful" json:"is_stateful,omitempty"`
	// By default, all inputs to an Op must be initialized Tensors.  Ops
	// that may initialize tensors for the first time should set this
	// field to true, to allow the Op to take an uninitialized Tensor as
	// input.
	AllowsUninitializedInput bool `` /* 130-byte string literal not displayed */
}

Defines an operation. A NodeDef in a GraphDef specifies an Op by using the "op" field which should match the name of a OpDef. LINT.IfChange

func (*OpDef) Descriptor 

func (*OpDef) Descriptor() ([]byte, []int)

func (*OpDef) GetAllowsUninitializedInput 

func (m *OpDef) GetAllowsUninitializedInput() bool

func (*OpDef) GetAttr 

func (m *OpDef) GetAttr() []*OpDef_AttrDef

func (*OpDef) GetDeprecation 

func (m *OpDef) GetDeprecation() *OpDeprecation

func (*OpDef) GetDescription 

func (m *OpDef) GetDescription() string

func (*OpDef) GetInputArg 

func (m *OpDef) GetInputArg() []*OpDef_ArgDef

func (*OpDef) GetIsAggregate 

func (m *OpDef) GetIsAggregate() bool

func (*OpDef) GetIsCommutative 

func (m *OpDef) GetIsCommutative() bool

func (*OpDef) GetIsStateful 

func (m *OpDef) GetIsStateful() bool

func (*OpDef) GetName 

func (m *OpDef) GetName() string

func (*OpDef) GetOutputArg 

func (m *OpDef) GetOutputArg() []*OpDef_ArgDef

func (*OpDef) GetSummary 

func (m *OpDef) GetSummary() string

func (*OpDef) ProtoMessage 

func (*OpDef) ProtoMessage()

func (*OpDef) Reset 

func (m *OpDef) Reset()

func (*OpDef) String 

func (m *OpDef) String() string

type OpDef_ArgDef 

type OpDef_ArgDef struct {
	// Name for the input/output.  Should match the regexp "[a-z][a-z0-9_]*".
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// Human readable description.
	Description string `protobuf:"bytes,2,opt,name=description" json:"description,omitempty"`
	// Describes the type of one or more tensors that are accepted/produced
	// by this input/output arg.  The only legal combinations are:
	// * For a single tensor: either the "type" field is set or the
	//   "type_attr" field is set to the name of an attr with type "type".
	// * For a sequence of tensors with the same type: the "number_attr"
	//   field will be set to the name of an attr with type "int", and
	//   either the "type" or "type_attr" field will be set as for
	//   single tensors.
	// * For a sequence of tensors, the "type_list_attr" field will be set
	//   to the name of an attr with type "list(type)".
	Type       DataType `protobuf:"varint,3,opt,name=type,enum=tensorflow.DataType" json:"type,omitempty"`
	TypeAttr   string   `protobuf:"bytes,4,opt,name=type_attr,json=typeAttr" json:"type_attr,omitempty"`
	NumberAttr string   `protobuf:"bytes,5,opt,name=number_attr,json=numberAttr" json:"number_attr,omitempty"`
	// If specified, attr must have type "list(type)", and none of
	// type, type_attr, and number_attr may be specified.
	TypeListAttr string `protobuf:"bytes,6,opt,name=type_list_attr,json=typeListAttr" json:"type_list_attr,omitempty"`
	// For inputs: if true, the inputs are required to be refs.
	//   By default, inputs can be either refs or non-refs.
	// For outputs: if true, outputs are refs, otherwise they are not.
	IsRef bool `protobuf:"varint,16,opt,name=is_ref,json=isRef" json:"is_ref,omitempty"`
}

For describing inputs and outputs.

func (*OpDef_ArgDef) Descriptor 

func (*OpDef_ArgDef) Descriptor() ([]byte, []int)

func (*OpDef_ArgDef) GetDescription 

func (m *OpDef_ArgDef) GetDescription() string

func (*OpDef_ArgDef) GetIsRef 

func (m *OpDef_ArgDef) GetIsRef() bool

func (*OpDef_ArgDef) GetName 

func (m *OpDef_ArgDef) GetName() string

func (*OpDef_ArgDef) GetNumberAttr 

func (m *OpDef_ArgDef) GetNumberAttr() string

func (*OpDef_ArgDef) GetType 

func (m *OpDef_ArgDef) GetType() DataType

func (*OpDef_ArgDef) GetTypeAttr 

func (m *OpDef_ArgDef) GetTypeAttr() string

func (*OpDef_ArgDef) GetTypeListAttr 

func (m *OpDef_ArgDef) GetTypeListAttr() string

func (*OpDef_ArgDef) ProtoMessage 

func (*OpDef_ArgDef) ProtoMessage()

func (*OpDef_ArgDef) Reset 

func (m *OpDef_ArgDef) Reset()

func (*OpDef_ArgDef) String 

func (m *OpDef_ArgDef) String() string

type OpDef_AttrDef 

type OpDef_AttrDef struct {
	// A descriptive name for the argument.  May be used, e.g. by the
	// Python client, as a keyword argument name, and so should match
	// the regexp "[a-z][a-z0-9_]+".
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// One of the type names from attr_value.proto ("string", "list(string)",
	// "int", etc.).
	Type string `protobuf:"bytes,2,opt,name=type" json:"type,omitempty"`
	// A reasonable default for this attribute if the user does not supply
	// a value.  If not specified, the user must supply a value.
	DefaultValue *AttrValue `protobuf:"bytes,3,opt,name=default_value,json=defaultValue" json:"default_value,omitempty"`
	// Human-readable description.
	Description string `protobuf:"bytes,4,opt,name=description" json:"description,omitempty"`
	// For type == "int", this is a minimum value.  For "list(___)"
	// types, this is the minimum length.
	HasMinimum bool  `protobuf:"varint,5,opt,name=has_minimum,json=hasMinimum" json:"has_minimum,omitempty"`
	Minimum    int64 `protobuf:"varint,6,opt,name=minimum" json:"minimum,omitempty"`
	// The set of allowed values.  Has type that is the "list" version
	// of the "type" field above (uses the "list" field of AttrValue).
	// If type == "type" or "list(type)" above, then the "type" field
	// of "allowed_values.list" has the set of allowed DataTypes.
	// If type == "string" or "list(string)", then the "s" field of
	// "allowed_values.list" has the set of allowed strings.
	AllowedValues *AttrValue `protobuf:"bytes,7,opt,name=allowed_values,json=allowedValues" json:"allowed_values,omitempty"`
}

Description of the graph-construction-time configuration of this Op. That is to say, this describes the attr fields that will be specified in the NodeDef.

func (*OpDef_AttrDef) Descriptor 

func (*OpDef_AttrDef) Descriptor() ([]byte, []int)

func (*OpDef_AttrDef) GetAllowedValues 

func (m *OpDef_AttrDef) GetAllowedValues() *AttrValue

func (*OpDef_AttrDef) GetDefaultValue 

func (m *OpDef_AttrDef) GetDefaultValue() *AttrValue

func (*OpDef_AttrDef) GetDescription 

func (m *OpDef_AttrDef) GetDescription() string

func (*OpDef_AttrDef) GetHasMinimum 

func (m *OpDef_AttrDef) GetHasMinimum() bool

func (*OpDef_AttrDef) GetMinimum 

func (m *OpDef_AttrDef) GetMinimum() int64

func (*OpDef_AttrDef) GetName 

func (m *OpDef_AttrDef) GetName() string

func (*OpDef_AttrDef) GetType 

func (m *OpDef_AttrDef) GetType() string

func (*OpDef_AttrDef) ProtoMessage 

func (*OpDef_AttrDef) ProtoMessage()

func (*OpDef_AttrDef) Reset 

func (m *OpDef_AttrDef) Reset()

func (*OpDef_AttrDef) String 

func (m *OpDef_AttrDef) String() string

type OpDeprecation 

type OpDeprecation struct {
	// First GraphDef version at which the op is disallowed.
	Version int32 `protobuf:"varint,1,opt,name=version" json:"version,omitempty"`
	// Explanation of why it was deprecated and what to use instead.
	Explanation string `protobuf:"bytes,2,opt,name=explanation" json:"explanation,omitempty"`
}

Information about version-dependent deprecation of an op

func (*OpDeprecation) Descriptor 

func (*OpDeprecation) Descriptor() ([]byte, []int)

func (*OpDeprecation) GetExplanation 

func (m *OpDeprecation) GetExplanation() string

func (*OpDeprecation) GetVersion 

func (m *OpDeprecation) GetVersion() int32

func (*OpDeprecation) ProtoMessage 

func (*OpDeprecation) ProtoMessage()

func (*OpDeprecation) Reset 

func (m *OpDeprecation) Reset()

func (*OpDeprecation) String 

func (m *OpDeprecation) String() string

type OpGenOverride 

type OpGenOverride struct {
	// Name of the op to apply overrides to.
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	// Do not include this op in the generated API.
	// If `skip` is true, all other overrides are ignored for this op.
	Skip bool `protobuf:"varint,2,opt,name=skip" json:"skip,omitempty"`
	// Hide this op by putting it into an internal namespace (or whatever
	// is appropriate in the target language).
	Hide bool `protobuf:"varint,3,opt,name=hide" json:"hide,omitempty"`
	// Use a different name in the API than the op's name. Note that
	// the op's name in `backticks` will also be replaced in the docs.
	RenameTo string `protobuf:"bytes,4,opt,name=rename_to,json=renameTo" json:"rename_to,omitempty"`
	// Create *additional* API endpoints with different names (contrast
	// with rename_to, which affects the original name).
	Alias        []string                     `protobuf:"bytes,5,rep,name=alias" json:"alias,omitempty"`
	AttrDefault  []*OpGenOverride_AttrDefault `protobuf:"bytes,6,rep,name=attr_default,json=attrDefault" json:"attr_default,omitempty"`
	AttrRename   []*OpGenOverride_Rename      `protobuf:"bytes,7,rep,name=attr_rename,json=attrRename" json:"attr_rename,omitempty"`
	InputRename  []*OpGenOverride_Rename      `protobuf:"bytes,8,rep,name=input_rename,json=inputRename" json:"input_rename,omitempty"`
	OutputRename []*OpGenOverride_Rename      `protobuf:"bytes,9,rep,name=output_rename,json=outputRename" json:"output_rename,omitempty"`
}

Used to override the default API & behavior in the generated code for client languages, from what you would get from the OpDef alone. This is so we can evolve the API while remaining backwards compatible when interpretting old graphs. Overrides go in an "op_gen_overrides.pbtxt" file with a text-format OpGenOverrides message. Right now these only apply to the C++ API. TODO(josh11b): In the future there will be a common set of overrides and per-client-language overrides.

WARNING: Be *very* careful using these features -- these overrides can change the semantics of existing code. These changes may need to wait until a major release of TensorFlow to avoid breaking our compatibility promises.

func (*OpGenOverride) Descriptor 

func (*OpGenOverride) Descriptor() ([]byte, []int)

func (*OpGenOverride) GetAlias 

func (m *OpGenOverride) GetAlias() []string

func (*OpGenOverride) GetAttrDefault 

func (m *OpGenOverride) GetAttrDefault() []*OpGenOverride_AttrDefault

func (*OpGenOverride) GetAttrRename 

func (m *OpGenOverride) GetAttrRename() []*OpGenOverride_Rename

func (*OpGenOverride) GetHide 

func (m *OpGenOverride) GetHide() bool

func (*OpGenOverride) GetInputRename 

func (m *OpGenOverride) GetInputRename() []*OpGenOverride_Rename

func (*OpGenOverride) GetName 

func (m *OpGenOverride) GetName() string

func (*OpGenOverride) GetOutputRename 

func (m *OpGenOverride) GetOutputRename() []*OpGenOverride_Rename

func (*OpGenOverride) GetRenameTo 

func (m *OpGenOverride) GetRenameTo() string

func (*OpGenOverride) GetSkip 

func (m *OpGenOverride) GetSkip() bool

func (*OpGenOverride) ProtoMessage 

func (*OpGenOverride) ProtoMessage()

func (*OpGenOverride) Reset 

func (m *OpGenOverride) Reset()

func (*OpGenOverride) String 

func (m *OpGenOverride) String() string

type OpGenOverride_AttrDefault 

type OpGenOverride_AttrDefault struct {
	Name  string     `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Value *AttrValue `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"`
}

Map the name of an attr to a new default value to use. This default will be used when creating new graphs, as opposed to the default in the OpDef, which will be used when interpreting old GraphDefs. If this attr is also renamed (using attr_rename below), use the original name of the attr.

func (*OpGenOverride_AttrDefault) Descriptor 

func (*OpGenOverride_AttrDefault) Descriptor() ([]byte, []int)

func (*OpGenOverride_AttrDefault) GetName 

func (m *OpGenOverride_AttrDefault) GetName() string

func (*OpGenOverride_AttrDefault) GetValue 

func (m *OpGenOverride_AttrDefault) GetValue() *AttrValue

func (*OpGenOverride_AttrDefault) ProtoMessage 

func (*OpGenOverride_AttrDefault) ProtoMessage()

func (*OpGenOverride_AttrDefault) Reset 

func (m *OpGenOverride_AttrDefault) Reset()

func (*OpGenOverride_AttrDefault) String 

func (m *OpGenOverride_AttrDefault) String() string

type OpGenOverride_Rename 

type OpGenOverride_Rename struct {
	From string `protobuf:"bytes,1,opt,name=from" json:"from,omitempty"`
	To   string `protobuf:"bytes,2,opt,name=to" json:"to,omitempty"`
}

Change the name used to access attrs/inputs/outputs in the API from what is used in the GraphDef. Note that these names in `backticks` will also be replaced in the docs.

func (*OpGenOverride_Rename) Descriptor 

func (*OpGenOverride_Rename) Descriptor() ([]byte, []int)

func (*OpGenOverride_Rename) GetFrom 

func (m *OpGenOverride_Rename) GetFrom() string

func (*OpGenOverride_Rename) GetTo 

func (m *OpGenOverride_Rename) GetTo() string

func (*OpGenOverride_Rename) ProtoMessage 

func (*OpGenOverride_Rename) ProtoMessage()

func (*OpGenOverride_Rename) Reset 

func (m *OpGenOverride_Rename) Reset()

func (*OpGenOverride_Rename) String 

func (m *OpGenOverride_Rename) String() string

type OpGenOverrides 

type OpGenOverrides struct {
	Op []*OpGenOverride `protobuf:"bytes,1,rep,name=op" json:"op,omitempty"`
}

func (*OpGenOverrides) Descriptor 

func (*OpGenOverrides) Descriptor() ([]byte, []int)

func (*OpGenOverrides) GetOp 

func (m *OpGenOverrides) GetOp() []*OpGenOverride

func (*OpGenOverrides) ProtoMessage 

func (*OpGenOverrides) ProtoMessage()

func (*OpGenOverrides) Reset 

func (m *OpGenOverrides) Reset()

func (*OpGenOverrides) String 

func (m *OpGenOverrides) String() string

type OpList 

type OpList struct {
	Op []*OpDef `protobuf:"bytes,1,rep,name=op" json:"op,omitempty"`
}

A collection of OpDefs

func (*OpList) Descriptor 

func (*OpList) Descriptor() ([]byte, []int)

func (*OpList) GetOp 

func (m *OpList) GetOp() []*OpDef

func (*OpList) ProtoMessage 

func (*OpList) ProtoMessage()

func (*OpList) Reset 

func (m *OpList) Reset()

func (*OpList) String 

func (m *OpList) String() string

type ReaderBaseState 

type ReaderBaseState struct {
	WorkStarted        int64  `protobuf:"varint,1,opt,name=work_started,json=workStarted" json:"work_started,omitempty"`
	WorkFinished       int64  `protobuf:"varint,2,opt,name=work_finished,json=workFinished" json:"work_finished,omitempty"`
	NumRecordsProduced int64  `protobuf:"varint,3,opt,name=num_records_produced,json=numRecordsProduced" json:"num_records_produced,omitempty"`
	CurrentWork        []byte `protobuf:"bytes,4,opt,name=current_work,json=currentWork,proto3" json:"current_work,omitempty"`
}

For serializing and restoring the state of ReaderBase, see reader_base.h for details.

func (*ReaderBaseState) Descriptor 

func (*ReaderBaseState) Descriptor() ([]byte, []int)

func (*ReaderBaseState) GetCurrentWork 

func (m *ReaderBaseState) GetCurrentWork() []byte

func (*ReaderBaseState) GetNumRecordsProduced 

func (m *ReaderBaseState) GetNumRecordsProduced() int64

func (*ReaderBaseState) GetWorkFinished 

func (m *ReaderBaseState) GetWorkFinished() int64

func (*ReaderBaseState) GetWorkStarted 

func (m *ReaderBaseState) GetWorkStarted() int64

func (*ReaderBaseState) ProtoMessage 

func (*ReaderBaseState) ProtoMessage()

func (*ReaderBaseState) Reset 

func (m *ReaderBaseState) Reset()

func (*ReaderBaseState) String 

func (m *ReaderBaseState) String() string

type RemoteFusedGraphExecuteInfo 

type RemoteFusedGraphExecuteInfo struct {
	// Definition of remote graph
	RemoteGraph *GraphDef `protobuf:"bytes,1,opt,name=remote_graph,json=remoteGraph" json:"remote_graph,omitempty"`
	// Remote fused graph input node name
	GraphInputNodeName []string `protobuf:"bytes,2,rep,name=graph_input_node_name,json=graphInputNodeName" json:"graph_input_node_name,omitempty"`
	// Remote fused graph output node name
	GraphOutputNodeName []string `protobuf:"bytes,3,rep,name=graph_output_node_name,json=graphOutputNodeName" json:"graph_output_node_name,omitempty"`
	// Executor's name
	ExecutorName string `protobuf:"bytes,4,opt,name=executor_name,json=executorName" json:"executor_name,omitempty"`
	// Optional: Parameters given to the executor
	SerializedExecutorParameters []byte `` /* 147-byte string literal not displayed */
	// Optional: Default graph input tensor shape used to allocate memory
	// before executing op
	DefaultGraphInputTensorShape []*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto `` /* 144-byte string literal not displayed */
	// Optional: Default graph input tensor shape used to allocate memory
	// before executing op
	// TODO(satok): Remote output tensor shape once shape information is stored
	// in NodeDef
	DefaultGraphOutputTensorShape []*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto `` /* 147-byte string literal not displayed */
}

Protocol buffer representing a handle to a tensorflow resource. Handles are not valid across executions, but can be serialized back and forth from within a single run.

func (*RemoteFusedGraphExecuteInfo) Descriptor 

func (*RemoteFusedGraphExecuteInfo) Descriptor() ([]byte, []int)

func (*RemoteFusedGraphExecuteInfo) GetDefaultGraphInputTensorShape 

func (m *RemoteFusedGraphExecuteInfo) GetDefaultGraphInputTensorShape() []*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto

func (*RemoteFusedGraphExecuteInfo) GetDefaultGraphOutputTensorShape 

func (m *RemoteFusedGraphExecuteInfo) GetDefaultGraphOutputTensorShape() []*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto

func (*RemoteFusedGraphExecuteInfo) GetExecutorName 

func (m *RemoteFusedGraphExecuteInfo) GetExecutorName() string

func (*RemoteFusedGraphExecuteInfo) GetGraphInputNodeName 

func (m *RemoteFusedGraphExecuteInfo) GetGraphInputNodeName() []string

func (*RemoteFusedGraphExecuteInfo) GetGraphOutputNodeName 

func (m *RemoteFusedGraphExecuteInfo) GetGraphOutputNodeName() []string

func (*RemoteFusedGraphExecuteInfo) GetRemoteGraph 

func (m *RemoteFusedGraphExecuteInfo) GetRemoteGraph() *GraphDef

func (*RemoteFusedGraphExecuteInfo) GetSerializedExecutorParameters 

func (m *RemoteFusedGraphExecuteInfo) GetSerializedExecutorParameters() []byte

func (*RemoteFusedGraphExecuteInfo) ProtoMessage 

func (*RemoteFusedGraphExecuteInfo) ProtoMessage()

func (*RemoteFusedGraphExecuteInfo) Reset 

func (m *RemoteFusedGraphExecuteInfo) Reset()

func (*RemoteFusedGraphExecuteInfo) String 

func (m *RemoteFusedGraphExecuteInfo) String() string

type RemoteFusedGraphExecuteInfo_NodeType 

type RemoteFusedGraphExecuteInfo_NodeType int32
const (
	RemoteFusedGraphExecuteInfo_UNUSED        RemoteFusedGraphExecuteInfo_NodeType = 0
	RemoteFusedGraphExecuteInfo_GRAPH_INPUT   RemoteFusedGraphExecuteInfo_NodeType = 1
	RemoteFusedGraphExecuteInfo_GRAPH_OUTPUT  RemoteFusedGraphExecuteInfo_NodeType = 2
	RemoteFusedGraphExecuteInfo_FUSED_NODE    RemoteFusedGraphExecuteInfo_NodeType = 3
	RemoteFusedGraphExecuteInfo_BORDER_INPUT  RemoteFusedGraphExecuteInfo_NodeType = 4
	RemoteFusedGraphExecuteInfo_BORDER_OUTPUT RemoteFusedGraphExecuteInfo_NodeType = 5
)

func (RemoteFusedGraphExecuteInfo_NodeType) EnumDescriptor 

func (RemoteFusedGraphExecuteInfo_NodeType) EnumDescriptor() ([]byte, []int)

func (RemoteFusedGraphExecuteInfo_NodeType) String 

func (x RemoteFusedGraphExecuteInfo_NodeType) String() string

type RemoteFusedGraphExecuteInfo_TensorShapeTypeProto 

type RemoteFusedGraphExecuteInfo_TensorShapeTypeProto struct {
	Dtype DataType          `protobuf:"varint,1,opt,name=dtype,enum=tensorflow.DataType" json:"dtype,omitempty"`
	Shape *TensorShapeProto `protobuf:"bytes,2,opt,name=shape" json:"shape,omitempty"`
}

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Descriptor 

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Descriptor() ([]byte, []int)

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) GetDtype 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) GetDtype() DataType

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) GetShape 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) GetShape() *TensorShapeProto

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) ProtoMessage 

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) ProtoMessage()

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Reset 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Reset()

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) String 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) String() string

type ResourceHandleProto 

type ResourceHandleProto struct {
	// Unique name for the device containing the resource.
	Device string `protobuf:"bytes,1,opt,name=device" json:"device,omitempty"`
	// Container in which this resource is placed.
	Container string `protobuf:"bytes,2,opt,name=container" json:"container,omitempty"`
	// Unique name of this resource.
	Name string `protobuf:"bytes,3,opt,name=name" json:"name,omitempty"`
	// Hash code for the type of the resource. Is only valid in the same device
	// and in the same execution.
	HashCode uint64 `protobuf:"varint,4,opt,name=hash_code,json=hashCode" json:"hash_code,omitempty"`
	// For debug-only, the name of the type pointed to by this handle, if
	// available.
	MaybeTypeName string `protobuf:"bytes,5,opt,name=maybe_type_name,json=maybeTypeName" json:"maybe_type_name,omitempty"`
}

Protocol buffer representing a handle to a tensorflow resource. Handles are not valid across executions, but can be serialized back and forth from within a single run.

func (*ResourceHandleProto) Descriptor 

func (*ResourceHandleProto) Descriptor() ([]byte, []int)

func (*ResourceHandleProto) GetContainer 

func (m *ResourceHandleProto) GetContainer() string

func (*ResourceHandleProto) GetDevice 

func (m *ResourceHandleProto) GetDevice() string

func (*ResourceHandleProto) GetHashCode 

func (m *ResourceHandleProto) GetHashCode() uint64

func (*ResourceHandleProto) GetMaybeTypeName 

func (m *ResourceHandleProto) GetMaybeTypeName() string

func (*ResourceHandleProto) GetName 

func (m *ResourceHandleProto) GetName() string

func (*ResourceHandleProto) ProtoMessage 

func (*ResourceHandleProto) ProtoMessage()

func (*ResourceHandleProto) Reset 

func (m *ResourceHandleProto) Reset()

func (*ResourceHandleProto) String 

func (m *ResourceHandleProto) String() string

type SaveSliceInfoDef 

type SaveSliceInfoDef struct {
	// Name of the full variable of which this is a slice.
	FullName string `protobuf:"bytes,1,opt,name=full_name,json=fullName" json:"full_name,omitempty"`
	// Shape of the full variable.
	FullShape []int64 `protobuf:"varint,2,rep,packed,name=full_shape,json=fullShape" json:"full_shape,omitempty"`
	// Offset of this variable into the full variable.
	VarOffset []int64 `protobuf:"varint,3,rep,packed,name=var_offset,json=varOffset" json:"var_offset,omitempty"`
	// Shape of this variable.
	VarShape []int64 `protobuf:"varint,4,rep,packed,name=var_shape,json=varShape" json:"var_shape,omitempty"`
}

func (*SaveSliceInfoDef) Descriptor 

func (*SaveSliceInfoDef) Descriptor() ([]byte, []int)

func (*SaveSliceInfoDef) GetFullName 

func (m *SaveSliceInfoDef) GetFullName() string

func (*SaveSliceInfoDef) GetFullShape 

func (m *SaveSliceInfoDef) GetFullShape() []int64

func (*SaveSliceInfoDef) GetVarOffset 

func (m *SaveSliceInfoDef) GetVarOffset() []int64

func (*SaveSliceInfoDef) GetVarShape 

func (m *SaveSliceInfoDef) GetVarShape() []int64

func (*SaveSliceInfoDef) ProtoMessage 

func (*SaveSliceInfoDef) ProtoMessage()

func (*SaveSliceInfoDef) Reset 

func (m *SaveSliceInfoDef) Reset()

func (*SaveSliceInfoDef) String 

func (m *SaveSliceInfoDef) String() string

type StepStats 

type StepStats struct {
	DevStats []*DeviceStepStats `protobuf:"bytes,1,rep,name=dev_stats,json=devStats" json:"dev_stats,omitempty"`
}

func (*StepStats) Descriptor 

func (*StepStats) Descriptor() ([]byte, []int)

func (*StepStats) GetDevStats 

func (m *StepStats) GetDevStats() []*DeviceStepStats

func (*StepStats) ProtoMessage 

func (*StepStats) ProtoMessage()

func (*StepStats) Reset 

func (m *StepStats) Reset()

func (*StepStats) String 

func (m *StepStats) String() string

type Summary 

type Summary struct {
	// Set of values for the summary.
	Value []*Summary_Value `protobuf:"bytes,1,rep,name=value" json:"value,omitempty"`
}

A Summary is a set of named values to be displayed by the visualizer.

Summaries are produced regularly during training, as controlled by the "summary_interval_secs" attribute of the training operation. Summaries are also produced at the end of an evaluation.

func (*Summary) Descriptor 

func (*Summary) Descriptor() ([]byte, []int)

func (*Summary) GetValue 

func (m *Summary) GetValue() []*Summary_Value

func (*Summary) ProtoMessage 

func (*Summary) ProtoMessage()

func (*Summary) Reset 

func (m *Summary) Reset()

func (*Summary) String 

func (m *Summary) String() string

type SummaryDescription 

type SummaryDescription struct {
	// Hint on how plugins should process the data in this series.
	// Supported values include "scalar", "histogram", "image", "audio"
	TypeHint string `protobuf:"bytes,1,opt,name=type_hint,json=typeHint" json:"type_hint,omitempty"`
}

Metadata associated with a series of Summary data

func (*SummaryDescription) Descriptor 

func (*SummaryDescription) Descriptor() ([]byte, []int)

func (*SummaryDescription) GetTypeHint 

func (m *SummaryDescription) GetTypeHint() string

func (*SummaryDescription) ProtoMessage 

func (*SummaryDescription) ProtoMessage()

func (*SummaryDescription) Reset 

func (m *SummaryDescription) Reset()

func (*SummaryDescription) String 

func (m *SummaryDescription) String() string

type SummaryMetadata 

type SummaryMetadata struct {
	// Data that associates a summary with a certain plugin.
	PluginData *SummaryMetadata_PluginData `protobuf:"bytes,1,opt,name=plugin_data,json=pluginData" json:"plugin_data,omitempty"`
	// Display name for viewing in TensorBoard.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName" json:"display_name,omitempty"`
	// Longform readable description of the summary sequence. Markdown supported.
	SummaryDescription string `protobuf:"bytes,3,opt,name=summary_description,json=summaryDescription" json:"summary_description,omitempty"`
}

A SummaryMetadata encapsulates information on which plugins are able to make use of a certain summary value.

func (*SummaryMetadata) Descriptor 

func (*SummaryMetadata) Descriptor() ([]byte, []int)

func (*SummaryMetadata) GetDisplayName 

func (m *SummaryMetadata) GetDisplayName() string

func (*SummaryMetadata) GetPluginData 

func (m *SummaryMetadata) GetPluginData() *SummaryMetadata_PluginData

func (*SummaryMetadata) GetSummaryDescription 

func (m *SummaryMetadata) GetSummaryDescription() string

func (*SummaryMetadata) ProtoMessage 

func (*SummaryMetadata) ProtoMessage()

func (*SummaryMetadata) Reset 

func (m *SummaryMetadata) Reset()

func (*SummaryMetadata) String 

func (m *SummaryMetadata) String() string

type SummaryMetadata_PluginData 

type SummaryMetadata_PluginData struct {
	// The name of the plugin this data pertains to.
	PluginName string `protobuf:"bytes,1,opt,name=plugin_name,json=pluginName" json:"plugin_name,omitempty"`
	// The content to store for the plugin. The best practice is for this to be
	// a binary serialized protocol buffer.
	Content []byte `protobuf:"bytes,2,opt,name=content,proto3" json:"content,omitempty"`
}

func (*SummaryMetadata_PluginData) Descriptor 

func (*SummaryMetadata_PluginData) Descriptor() ([]byte, []int)

func (*SummaryMetadata_PluginData) GetContent 

func (m *SummaryMetadata_PluginData) GetContent() []byte

func (*SummaryMetadata_PluginData) GetPluginName 

func (m *SummaryMetadata_PluginData) GetPluginName() string

func (*SummaryMetadata_PluginData) ProtoMessage 

func (*SummaryMetadata_PluginData) ProtoMessage()

func (*SummaryMetadata_PluginData) Reset 

func (m *SummaryMetadata_PluginData) Reset()

func (*SummaryMetadata_PluginData) String 

func (m *SummaryMetadata_PluginData) String() string

type Summary_Audio 

type Summary_Audio struct {
	// Sample rate of the audio in Hz.
	SampleRate float32 `protobuf:"fixed32,1,opt,name=sample_rate,json=sampleRate" json:"sample_rate,omitempty"`
	// Number of channels of audio.
	NumChannels int64 `protobuf:"varint,2,opt,name=num_channels,json=numChannels" json:"num_channels,omitempty"`
	// Length of the audio in frames (samples per channel).
	LengthFrames int64 `protobuf:"varint,3,opt,name=length_frames,json=lengthFrames" json:"length_frames,omitempty"`
	// Encoded audio data and its associated RFC 2045 content type (e.g.
	// "audio/wav").
	EncodedAudioString []byte `protobuf:"bytes,4,opt,name=encoded_audio_string,json=encodedAudioString,proto3" json:"encoded_audio_string,omitempty"`
	ContentType        string `protobuf:"bytes,5,opt,name=content_type,json=contentType" json:"content_type,omitempty"`
}

func (*Summary_Audio) Descriptor 

func (*Summary_Audio) Descriptor() ([]byte, []int)

func (*Summary_Audio) GetContentType 

func (m *Summary_Audio) GetContentType() string

func (*Summary_Audio) GetEncodedAudioString 

func (m *Summary_Audio) GetEncodedAudioString() []byte

func (*Summary_Audio) GetLengthFrames 

func (m *Summary_Audio) GetLengthFrames() int64

func (*Summary_Audio) GetNumChannels 

func (m *Summary_Audio) GetNumChannels() int64

func (*Summary_Audio) GetSampleRate 

func (m *Summary_Audio) GetSampleRate() float32

func (*Summary_Audio) ProtoMessage 

func (*Summary_Audio) ProtoMessage()

func (*Summary_Audio) Reset 

func (m *Summary_Audio) Reset()

func (*Summary_Audio) String 

func (m *Summary_Audio) String() string

type Summary_Image 

type Summary_Image struct {
	// Dimensions of the image.
	Height int32 `protobuf:"varint,1,opt,name=height" json:"height,omitempty"`
	Width  int32 `protobuf:"varint,2,opt,name=width" json:"width,omitempty"`
	// Valid colorspace values are
	//   1 - grayscale
	//   2 - grayscale + alpha
	//   3 - RGB
	//   4 - RGBA
	//   5 - DIGITAL_YUV
	//   6 - BGRA
	Colorspace int32 `protobuf:"varint,3,opt,name=colorspace" json:"colorspace,omitempty"`
	// Image data in encoded format.  All image formats supported by
	// image_codec::CoderUtil can be stored here.
	EncodedImageString []byte `protobuf:"bytes,4,opt,name=encoded_image_string,json=encodedImageString,proto3" json:"encoded_image_string,omitempty"`
}

func (*Summary_Image) Descriptor 

func (*Summary_Image) Descriptor() ([]byte, []int)

func (*Summary_Image) GetColorspace 

func (m *Summary_Image) GetColorspace() int32

func (*Summary_Image) GetEncodedImageString 

func (m *Summary_Image) GetEncodedImageString() []byte

func (*Summary_Image) GetHeight 

func (m *Summary_Image) GetHeight() int32

func (*Summary_Image) GetWidth 

func (m *Summary_Image) GetWidth() int32

func (*Summary_Image) ProtoMessage 

func (*Summary_Image) ProtoMessage()

func (*Summary_Image) Reset 

func (m *Summary_Image) Reset()

func (*Summary_Image) String 

func (m *Summary_Image) String() string

type Summary_Value 

type Summary_Value struct {
	// This field is deprecated and will not be set.
	NodeName string `protobuf:"bytes,7,opt,name=node_name,json=nodeName" json:"node_name,omitempty"`
	// Tag name for the data. Used by TensorBoard plugins to organize data. Tags
	// are often organized by scope (which contains slashes to convey
	// hierarchy). For example: foo/bar/0
	Tag string `protobuf:"bytes,1,opt,name=tag" json:"tag,omitempty"`
	// Contains metadata on the summary value such as which plugins may use it.
	// Take note that many summary values may lack a metadata field. This is
	// because the FileWriter only keeps a metadata object on the first summary
	// value with a certain tag for each tag. TensorBoard then remembers which
	// tags are associated with which plugins. This saves space.
	Metadata *SummaryMetadata `protobuf:"bytes,9,opt,name=metadata" json:"metadata,omitempty"`
	// Value associated with the tag.
	//
	// Types that are valid to be assigned to Value:
	//	*Summary_Value_SimpleValue
	//	*Summary_Value_ObsoleteOldStyleHistogram
	//	*Summary_Value_Image
	//	*Summary_Value_Histo
	//	*Summary_Value_Audio
	//	*Summary_Value_Tensor
	Value isSummary_Value_Value `protobuf_oneof:"value"`
}

func (*Summary_Value) Descriptor 

func (*Summary_Value) Descriptor() ([]byte, []int)

func (*Summary_Value) GetAudio 

func (m *Summary_Value) GetAudio() *Summary_Audio

func (*Summary_Value) GetHisto 

func (m *Summary_Value) GetHisto() *HistogramProto

func (*Summary_Value) GetImage 

func (m *Summary_Value) GetImage() *Summary_Image

func (*Summary_Value) GetMetadata 

func (m *Summary_Value) GetMetadata() *SummaryMetadata

func (*Summary_Value) GetNodeName 

func (m *Summary_Value) GetNodeName() string

func (*Summary_Value) GetObsoleteOldStyleHistogram 

func (m *Summary_Value) GetObsoleteOldStyleHistogram() []byte

func (*Summary_Value) GetSimpleValue 

func (m *Summary_Value) GetSimpleValue() float32

func (*Summary_Value) GetTag 

func (m *Summary_Value) GetTag() string

func (*Summary_Value) GetTensor 

func (m *Summary_Value) GetTensor() *TensorProto

func (*Summary_Value) GetValue 

func (m *Summary_Value) GetValue() isSummary_Value_Value

func (*Summary_Value) ProtoMessage 

func (*Summary_Value) ProtoMessage()

func (*Summary_Value) Reset 

func (m *Summary_Value) Reset()

func (*Summary_Value) String 

func (m *Summary_Value) String() string

func (*Summary_Value) XXX_OneofFuncs 

func (*Summary_Value) XXX_OneofFuncs() (func(msg proto.Message, b *proto.Buffer) error, func(msg proto.Message, tag, wire int, b *proto.Buffer) (bool, error), func(msg proto.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type Summary_Value_Audio 

type Summary_Value_Audio struct {
	Audio *Summary_Audio `protobuf:"bytes,6,opt,name=audio,oneof"`
}

type Summary_Value_Histo 

type Summary_Value_Histo struct {
	Histo *HistogramProto `protobuf:"bytes,5,opt,name=histo,oneof"`
}

type Summary_Value_Image 

type Summary_Value_Image struct {
	Image *Summary_Image `protobuf:"bytes,4,opt,name=image,oneof"`
}

type Summary_Value_ObsoleteOldStyleHistogram 

type Summary_Value_ObsoleteOldStyleHistogram struct {
	ObsoleteOldStyleHistogram []byte `protobuf:"bytes,3,opt,name=obsolete_old_style_histogram,json=obsoleteOldStyleHistogram,proto3,oneof"`
}

type Summary_Value_SimpleValue 

type Summary_Value_SimpleValue struct {
	SimpleValue float32 `protobuf:"fixed32,2,opt,name=simple_value,json=simpleValue,oneof"`
}

type Summary_Value_Tensor 

type Summary_Value_Tensor struct {
	Tensor *TensorProto `protobuf:"bytes,8,opt,name=tensor,oneof"`
}

type TensorDescription 

type TensorDescription struct {
	// Data type of tensor elements
	Dtype DataType `protobuf:"varint,1,opt,name=dtype,enum=tensorflow.DataType" json:"dtype,omitempty"`
	// Shape of the tensor.
	Shape *TensorShapeProto `protobuf:"bytes,2,opt,name=shape" json:"shape,omitempty"`
	// Information about the size and allocator used for the data
	AllocationDescription *AllocationDescription `protobuf:"bytes,4,opt,name=allocation_description,json=allocationDescription" json:"allocation_description,omitempty"`
}

func (*TensorDescription) Descriptor 

func (*TensorDescription) Descriptor() ([]byte, []int)

func (*TensorDescription) GetAllocationDescription 

func (m *TensorDescription) GetAllocationDescription() *AllocationDescription

func (*TensorDescription) GetDtype 

func (m *TensorDescription) GetDtype() DataType

func (*TensorDescription) GetShape 

func (m *TensorDescription) GetShape() *TensorShapeProto

func (*TensorDescription) ProtoMessage 

func (*TensorDescription) ProtoMessage()

func (*TensorDescription) Reset 

func (m *TensorDescription) Reset()

func (*TensorDescription) String 

func (m *TensorDescription) String() string

type TensorProto 

type TensorProto struct {
	Dtype DataType `protobuf:"varint,1,opt,name=dtype,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" 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" 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. 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" json:"half_val,omitempty"`
	// DT_FLOAT.
	FloatVal []float32 `protobuf:"fixed32,5,rep,packed,name=float_val,json=floatVal" json:"float_val,omitempty"`
	// DT_DOUBLE.
	DoubleVal []float64 `protobuf:"fixed64,6,rep,packed,name=double_val,json=doubleVal" json:"double_val,omitempty"`
	// DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
	IntVal []int32 `protobuf:"varint,7,rep,packed,name=int_val,json=intVal" 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" json:"scomplex_val,omitempty"`
	// DT_INT64
	Int64Val []int64 `protobuf:"varint,10,rep,packed,name=int64_val,json=int64Val" json:"int64_val,omitempty"`
	// DT_BOOL
	BoolVal []bool `protobuf:"varint,11,rep,packed,name=bool_val,json=boolVal" 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" json:"dcomplex_val,omitempty"`
	// DT_RESOURCE
	ResourceHandleVal []*ResourceHandleProto `protobuf:"bytes,14,rep,name=resource_handle_val,json=resourceHandleVal" json:"resource_handle_val,omitempty"`
	// DT_VARIANT
	VariantVal []*VariantTensorDataProto `protobuf:"bytes,15,rep,name=variant_val,json=variantVal" json:"variant_val,omitempty"`
	// DT_UINT32
	Uint32Val []uint32 `protobuf:"varint,16,rep,packed,name=uint32_val,json=uint32Val" json:"uint32_val,omitempty"`
	// DT_UINT64
	Uint64Val []uint64 `protobuf:"varint,17,rep,packed,name=uint64_val,json=uint64Val" json:"uint64_val,omitempty"`
}

Protocol buffer representing a tensor.

func (*TensorProto) Descriptor 

func (*TensorProto) Descriptor() ([]byte, []int)

func (*TensorProto) GetBoolVal 

func (m *TensorProto) GetBoolVal() []bool

func (*TensorProto) GetDcomplexVal 

func (m *TensorProto) GetDcomplexVal() []float64

func (*TensorProto) GetDoubleVal 

func (m *TensorProto) GetDoubleVal() []float64

func (*TensorProto) GetDtype 

func (m *TensorProto) GetDtype() DataType

func (*TensorProto) GetFloatVal 

func (m *TensorProto) GetFloatVal() []float32

func (*TensorProto) GetHalfVal 

func (m *TensorProto) GetHalfVal() []int32

func (*TensorProto) GetInt64Val 

func (m *TensorProto) GetInt64Val() []int64

func (*TensorProto) GetIntVal 

func (m *TensorProto) GetIntVal() []int32

func (*TensorProto) GetResourceHandleVal 

func (m *TensorProto) GetResourceHandleVal() []*ResourceHandleProto

func (*TensorProto) GetScomplexVal 

func (m *TensorProto) GetScomplexVal() []float32

func (*TensorProto) GetStringVal 

func (m *TensorProto) GetStringVal() [][]byte

func (*TensorProto) GetTensorContent 

func (m *TensorProto) GetTensorContent() []byte

func (*TensorProto) GetTensorShape 

func (m *TensorProto) GetTensorShape() *TensorShapeProto

func (*TensorProto) GetUint32Val 

func (m *TensorProto) GetUint32Val() []uint32

func (*TensorProto) GetUint64Val 

func (m *TensorProto) GetUint64Val() []uint64

func (*TensorProto) GetVariantVal 

func (m *TensorProto) GetVariantVal() []*VariantTensorDataProto

func (*TensorProto) GetVersionNumber 

func (m *TensorProto) GetVersionNumber() int32

func (*TensorProto) ProtoMessage 

func (*TensorProto) ProtoMessage()

func (*TensorProto) Reset 

func (m *TensorProto) Reset()

func (*TensorProto) String 

func (m *TensorProto) String() string

type TensorShapeProto 

type TensorShapeProto struct {
	// Dimensions of the tensor, such as {"input", 30}, {"output", 40}
	// for a 30 x 40 2D tensor.  If an entry has size -1, this
	// corresponds to a dimension of unknown size. The names are
	// optional.
	//
	// The order of entries in "dim" matters: It indicates the layout of the
	// values in the tensor in-memory representation.
	//
	// The first entry in "dim" is the outermost dimension used to layout the
	// values, the last entry is the innermost dimension.  This matches the
	// in-memory layout of RowMajor Eigen tensors.
	//
	// If "dim.size()" > 0, "unknown_rank" must be false.
	Dim []*TensorShapeProto_Dim `protobuf:"bytes,2,rep,name=dim" json:"dim,omitempty"`
	// If true, the number of dimensions in the shape is unknown.
	//
	// If true, "dim.size()" must be 0.
	UnknownRank bool `protobuf:"varint,3,opt,name=unknown_rank,json=unknownRank" json:"unknown_rank,omitempty"`
}

Dimensions of a tensor.

func (*TensorShapeProto) Descriptor 

func (*TensorShapeProto) Descriptor() ([]byte, []int)

func (*TensorShapeProto) GetDim 

func (m *TensorShapeProto) GetDim() []*TensorShapeProto_Dim

func (*TensorShapeProto) GetUnknownRank 

func (m *TensorShapeProto) GetUnknownRank() bool

func (*TensorShapeProto) ProtoMessage 

func (*TensorShapeProto) ProtoMessage()

func (*TensorShapeProto) Reset 

func (m *TensorShapeProto) Reset()

func (*TensorShapeProto) String 

func (m *TensorShapeProto) String() string

type TensorShapeProto_Dim 

type TensorShapeProto_Dim struct {
	// Size of the tensor in that dimension.
	// This value must be >= -1, but values of -1 are reserved for "unknown"
	// shapes (values of -1 mean "unknown" dimension).  Certain wrappers
	// that work with TensorShapeProto may fail at runtime when deserializing
	// a TensorShapeProto containing a dim value of -1.
	Size int64 `protobuf:"varint,1,opt,name=size" json:"size,omitempty"`
	// Optional name of the tensor dimension.
	Name string `protobuf:"bytes,2,opt,name=name" json:"name,omitempty"`
}

One dimension of the tensor.

func (*TensorShapeProto_Dim) Descriptor 

func (*TensorShapeProto_Dim) Descriptor() ([]byte, []int)

func (*TensorShapeProto_Dim) GetName 

func (m *TensorShapeProto_Dim) GetName() string

func (*TensorShapeProto_Dim) GetSize 

func (m *TensorShapeProto_Dim) GetSize() int64

func (*TensorShapeProto_Dim) ProtoMessage 

func (*TensorShapeProto_Dim) ProtoMessage()

func (*TensorShapeProto_Dim) Reset 

func (m *TensorShapeProto_Dim) Reset()

func (*TensorShapeProto_Dim) String 

func (m *TensorShapeProto_Dim) String() string

type TensorSliceProto 

type TensorSliceProto struct {
	// Extent of the slice in all tensor dimensions.
	//
	// Must have one entry for each of the dimension of the tensor that this
	// slice belongs to.  The order of sizes is the same as the order of
	// dimensions in the TensorShape.
	Extent []*TensorSliceProto_Extent `protobuf:"bytes,1,rep,name=extent" json:"extent,omitempty"`
}

Can only be interpreted if you know the corresponding TensorShape.

func (*TensorSliceProto) Descriptor 

func (*TensorSliceProto) Descriptor() ([]byte, []int)

func (*TensorSliceProto) GetExtent 

func (m *TensorSliceProto) GetExtent() []*TensorSliceProto_Extent

func (*TensorSliceProto) ProtoMessage 

func (*TensorSliceProto) ProtoMessage()

func (*TensorSliceProto) Reset 

func (m *TensorSliceProto) Reset()

func (*TensorSliceProto) String 

func (m *TensorSliceProto) String() string

type TensorSliceProto_Extent 

type TensorSliceProto_Extent struct {
	// Start index of the slice, starting at 0.
	Start int64 `protobuf:"varint,1,opt,name=start" json:"start,omitempty"`
	// Length of the slice: if the length is missing or -1 we will
	// interpret this as "everything in this dimension".  We use
	// "oneof" to preserve information about whether the length is
	// present without changing the serialization format from the
	// prior proto2 version of this proto.
	//
	// Types that are valid to be assigned to HasLength:
	//	*TensorSliceProto_Extent_Length
	HasLength isTensorSliceProto_Extent_HasLength `protobuf_oneof:"has_length"`
}

Extent of the slice in one dimension.

func (*TensorSliceProto_Extent) Descriptor 

func (*TensorSliceProto_Extent) Descriptor() ([]byte, []int)

func (*TensorSliceProto_Extent) GetHasLength 

func (m *TensorSliceProto_Extent) GetHasLength() isTensorSliceProto_Extent_HasLength

func (*TensorSliceProto_Extent) GetLength 

func (m *TensorSliceProto_Extent) GetLength() int64

func (*TensorSliceProto_Extent) GetStart 

func (m *TensorSliceProto_Extent) GetStart() int64

func (*TensorSliceProto_Extent) ProtoMessage 

func (*TensorSliceProto_Extent) ProtoMessage()

func (*TensorSliceProto_Extent) Reset 

func (m *TensorSliceProto_Extent) Reset()

func (*TensorSliceProto_Extent) String 

func (m *TensorSliceProto_Extent) String() string

func (*TensorSliceProto_Extent) XXX_OneofFuncs 

func (*TensorSliceProto_Extent) XXX_OneofFuncs() (func(msg proto.Message, b *proto.Buffer) error, func(msg proto.Message, tag, wire int, b *proto.Buffer) (bool, error), func(msg proto.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type TensorSliceProto_Extent_Length 

type TensorSliceProto_Extent_Length struct {
	Length int64 `protobuf:"varint,2,opt,name=length,oneof"`
}

type VariableDef 

type VariableDef struct {
	// Name of the variable tensor.
	VariableName string `protobuf:"bytes,1,opt,name=variable_name,json=variableName" json:"variable_name,omitempty"`
	// Name of the tensor holding the variable's initial value.
	InitialValueName string `protobuf:"bytes,6,opt,name=initial_value_name,json=initialValueName" json:"initial_value_name,omitempty"`
	// Name of the initializer op.
	InitializerName string `protobuf:"bytes,2,opt,name=initializer_name,json=initializerName" json:"initializer_name,omitempty"`
	// Name of the snapshot tensor.
	SnapshotName string `protobuf:"bytes,3,opt,name=snapshot_name,json=snapshotName" json:"snapshot_name,omitempty"`
	// Support for saving variables as slices of a larger variable.
	SaveSliceInfoDef *SaveSliceInfoDef `protobuf:"bytes,4,opt,name=save_slice_info_def,json=saveSliceInfoDef" json:"save_slice_info_def,omitempty"`
	// Whether to represent this as a ResourceVariable.
	IsResource bool `protobuf:"varint,5,opt,name=is_resource,json=isResource" json:"is_resource,omitempty"`
}

Protocol buffer representing a Variable.

func (*VariableDef) Descriptor 

func (*VariableDef) Descriptor() ([]byte, []int)

func (*VariableDef) GetInitialValueName 

func (m *VariableDef) GetInitialValueName() string

func (*VariableDef) GetInitializerName 

func (m *VariableDef) GetInitializerName() string

func (*VariableDef) GetIsResource 

func (m *VariableDef) GetIsResource() bool

func (*VariableDef) GetSaveSliceInfoDef 

func (m *VariableDef) GetSaveSliceInfoDef() *SaveSliceInfoDef

func (*VariableDef) GetSnapshotName 

func (m *VariableDef) GetSnapshotName() string

func (*VariableDef) GetVariableName 

func (m *VariableDef) GetVariableName() string

func (*VariableDef) ProtoMessage 

func (*VariableDef) ProtoMessage()

func (*VariableDef) Reset 

func (m *VariableDef) Reset()

func (*VariableDef) String 

func (m *VariableDef) String() string

type VariantTensorDataProto 

type VariantTensorDataProto struct {
	// Name of the type of objects being serialized.
	TypeName string `protobuf:"bytes,1,opt,name=type_name,json=typeName" 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" json:"tensors,omitempty"`
}

Protocol buffer representing the serialization format of DT_VARIANT tensors.

func (*VariantTensorDataProto) Descriptor 

func (*VariantTensorDataProto) Descriptor() ([]byte, []int)

func (*VariantTensorDataProto) GetMetadata 

func (m *VariantTensorDataProto) GetMetadata() []byte

func (*VariantTensorDataProto) GetTensors 

func (m *VariantTensorDataProto) GetTensors() []*TensorProto

func (*VariantTensorDataProto) GetTypeName 

func (m *VariantTensorDataProto) GetTypeName() string

func (*VariantTensorDataProto) ProtoMessage 

func (*VariantTensorDataProto) ProtoMessage()

func (*VariantTensorDataProto) Reset 

func (m *VariantTensorDataProto) Reset()

func (*VariantTensorDataProto) String 

func (m *VariantTensorDataProto) String() string

type VersionDef 

type VersionDef struct {
	// The version of the code that produced this data.
	Producer int32 `protobuf:"varint,1,opt,name=producer" json:"producer,omitempty"`
	// Any consumer below this version is not allowed to consume this data.
	MinConsumer int32 `protobuf:"varint,2,opt,name=min_consumer,json=minConsumer" json:"min_consumer,omitempty"`
	// Specific consumer versions which are disallowed (e.g. due to bugs).
	BadConsumers []int32 `protobuf:"varint,3,rep,packed,name=bad_consumers,json=badConsumers" json:"bad_consumers,omitempty"`
}

Version information for a piece of serialized data

There are different types of versions for each type of data (GraphDef, etc.), but they all have the same common shape described here.

Each consumer has "consumer" and "min_producer" versions (specified elsewhere). A consumer is allowed to consume this data if 

producer >= min_producer
consumer >= min_consumer
consumer not in bad_consumers

func (*VersionDef) Descriptor 

func (*VersionDef) Descriptor() ([]byte, []int)

func (*VersionDef) GetBadConsumers 

func (m *VersionDef) GetBadConsumers() []int32

func (*VersionDef) GetMinConsumer 

func (m *VersionDef) GetMinConsumer() int32

func (*VersionDef) GetProducer 

func (m *VersionDef) GetProducer() int32

func (*VersionDef) ProtoMessage 

func (*VersionDef) ProtoMessage()

func (*VersionDef) Reset 

func (m *VersionDef) Reset()

func (*VersionDef) String 

func (m *VersionDef) String() string

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