tensorflow

package module
v0.2.14 Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Aug 11, 2017 License: NCSA Imports: 20 Imported by: 4

Documentation

Overview

Package tensorflow is a generated protocol buffer package.

It is generated from these files: 

allocation_description.proto
attr_value.proto
cluster.proto
config.proto
control_flow.proto
cost_graph.proto
debug.proto
device_attributes.proto
device_properties.proto
error_codes.proto
function.proto
graph.proto
graph_transfer_info.proto
kernel_def.proto
log_memory.proto
master.proto
master_service.proto
meta_graph.proto
named_tensor.proto
node_def.proto
op_def.proto
op_gen_overrides.proto
queue_runner.proto
reader_base.proto
remote_fused_graph_execute_info.proto
resource_handle.proto
rewriter_config.proto
saved_model.proto
saver.proto
step_stats.proto
summary.proto
tensor_bundle.proto
tensor_description.proto
tensorflow_server.proto
tensor.proto
tensor_shape.proto
tensor_slice.proto
types.proto
variable.proto
versions.proto
worker.proto
worker_service.proto

It has these top-level messages: 

AllocationDescription
AttrValue
NameAttrList
JobDef
ClusterDef
GPUOptions
OptimizerOptions
GraphOptions
ThreadPoolOptionProto
RPCOptions
ConfigProto
RunOptions
RunMetadata
ValuesDef
CondContextDef
WhileContextDef
CostGraphDef
DebugTensorWatch
DebugOptions
DeviceLocality
DeviceAttributes
DeviceProperties
Error
FunctionDefLibrary
FunctionDef
GradientDef
GraphDef
GraphTransferInfo
KernelDef
MemoryLogStep
MemoryLogTensorAllocation
MemoryLogTensorDeallocation
MemoryLogTensorOutput
MemoryLogRawAllocation
MemoryLogRawDeallocation
CreateSessionRequest
CreateSessionResponse
ExtendSessionRequest
ExtendSessionResponse
RunStepRequest
RunStepResponse
PartialRunSetupRequest
PartialRunSetupResponse
CloseSessionRequest
CloseSessionResponse
ResetRequest
ResetResponse
ListDevicesRequest
ListDevicesResponse
MetaGraphDef
CollectionDef
TensorInfo
SignatureDef
AssetFileDef
NamedTensorProto
NodeDef
OpDef
OpDeprecation
OpList
OpGenOverride
OpGenOverrides
QueueRunnerDef
ReaderBaseState
RemoteFusedGraphExecuteInfo
ResourceHandle
AutoParallelOptions
RewriterConfig
SavedModel
SaverDef
AllocatorMemoryUsed
NodeOutput
MemoryStats
NodeExecStats
DeviceStepStats
StepStats
SummaryDescription
HistogramProto
Summary
BundleHeaderProto
BundleEntryProto
TensorDescription
ServerDef
TensorProto
TensorShapeProto
TensorSliceProto
VariableDef
SaveSliceInfoDef
VersionDef
GetStatusRequest
GetStatusResponse
CreateWorkerSessionRequest
CreateWorkerSessionResponse
RegisterGraphRequest
RegisterGraphResponse
DeregisterGraphRequest
DeregisterGraphResponse
CleanupAllRequest
CleanupAllResponse
ExecutorOpts
RunGraphRequest
RunGraphResponse
CleanupGraphRequest
CleanupGraphResponse
RecvTensorRequest
RecvTensorResponse
LoggingRequest
LabeledStepStats
LoggingResponse
TraceOpts
TracingRequest
TracingResponse

Index

Constants

This section is empty.

Variables

View Source 
var (
	ErrInvalidLengthAllocationDescription = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowAllocationDescription   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthAttrValue = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowAttrValue   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthCluster = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowCluster   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthConfig = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowConfig   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthControlFlow = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowControlFlow   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthCostGraph = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowCostGraph   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthDebug = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowDebug   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthDeviceAttributes = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowDeviceAttributes   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthDeviceProperties = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowDeviceProperties   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthErrorCodes = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowErrorCodes   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthFunction = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowFunction   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthGraph = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowGraph   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthGraphTransferInfo = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowGraphTransferInfo   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthKernelDef = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowKernelDef   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthLogMemory = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowLogMemory   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthMaster = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowMaster   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthMetaGraph = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowMetaGraph   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthNamedTensor = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowNamedTensor   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthNodeDef = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowNodeDef   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthOpDef = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowOpDef   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthOpGenOverrides = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowOpGenOverrides   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthQueueRunner = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowQueueRunner   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthReaderBase = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowReaderBase   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthRemoteFusedGraphExecuteInfo = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowRemoteFusedGraphExecuteInfo   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthResourceHandle = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowResourceHandle   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthRewriterConfig = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowRewriterConfig   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthSavedModel = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowSavedModel   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthSaver = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowSaver   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthStepStats = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowStepStats   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthSummary = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowSummary   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthTensor = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowTensor   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthTensorBundle = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowTensorBundle   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthTensorDescription = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowTensorDescription   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthTensorShape = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowTensorShape   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthTensorSlice = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowTensorSlice   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthTensorflowServer = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowTensorflowServer   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthVariable = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowVariable   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthVersions = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowVersions   = fmt.Errorf("proto: integer overflow")
)
View Source 
var (
	ErrInvalidLengthWorker = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowWorker   = fmt.Errorf("proto: integer overflow")
)
View Source 
var BundleHeaderProto_Endianness_name = map[int32]string{
	0: "LITTLE",
	1: "BIG",
}
View Source 
var BundleHeaderProto_Endianness_value = map[string]int32{
	"LITTLE": 0,
	"BIG":    1,
}
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",
	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",
}
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_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,
}
View Source 
var Error_Code_name = map[int32]string{
	0:  "OK",
	1:  "CANCELLED",
	2:  "UNKNOWN",
	3:  "INVALID_ARGUMENT",
	4:  "DEADLINE_EXCEEDED",
	5:  "NOT_FOUND",
	6:  "ALREADY_EXISTS",
	7:  "PERMISSION_DENIED",
	16: "UNAUTHENTICATED",
	8:  "RESOURCE_EXHAUSTED",
	9:  "FAILED_PRECONDITION",
	10: "ABORTED",
	11: "OUT_OF_RANGE",
	12: "UNIMPLEMENTED",
	13: "INTERNAL",
	14: "UNAVAILABLE",
	15: "DATA_LOSS",
	20: "DO_NOT_USE_RESERVED_FOR_FUTURE_EXPANSION_USE_DEFAULT_IN_SWITCH_INSTEAD_",
}
View Source 
var Error_Code_value = map[string]int32{
	"OK":                  0,
	"CANCELLED":           1,
	"UNKNOWN":             2,
	"INVALID_ARGUMENT":    3,
	"DEADLINE_EXCEEDED":   4,
	"NOT_FOUND":           5,
	"ALREADY_EXISTS":      6,
	"PERMISSION_DENIED":   7,
	"UNAUTHENTICATED":     16,
	"RESOURCE_EXHAUSTED":  8,
	"FAILED_PRECONDITION": 9,
	"ABORTED":             10,
	"OUT_OF_RANGE":        11,
	"UNIMPLEMENTED":       12,
	"INTERNAL":            13,
	"UNAVAILABLE":         14,
	"DATA_LOSS":           15,
	"DO_NOT_USE_RESERVED_FOR_FUTURE_EXPANSION_USE_DEFAULT_IN_SWITCH_INSTEAD_": 20,
}
View Source 
var FrameworkManifest = dlframework.FrameworkManifest{
	Name:    "Tensorflow",
	Version: "1.2",
	Container: map[string]*dlframework.ContainerHardware{
		"amd64": {
			Cpu: "raiproject/carml-tensorflow:amd64-cpu",
			Gpu: "raiproject/carml-tensorflow:amd64-gpu",
		},
		"ppc64le": {
			Cpu: "raiproject/carml-tensorflow:ppc64le-gpu",
			Gpu: "raiproject/carml-tensorflow:ppc64le-gpu",
		},
	},
}
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 OptimizerOptions_GlobalJitLevel_name = map[int32]string{
	0:  "DEFAULT",
	-1: "OFF",
	1:  "ON_1",
	2:  "ON_2",
}
View Source 
var OptimizerOptions_GlobalJitLevel_value = map[string]int32{
	"DEFAULT": 0,
	"OFF":     -1,
	"ON_1":    1,
	"ON_2":    2,
}
View Source 
var OptimizerOptions_Level_name = map[int32]string{
	0:  "L1",
	-1: "L0",
}
View Source 
var OptimizerOptions_Level_value = map[string]int32{
	"L1": 0,
	"L0": -1,
}
View Source 
var RewriterConfig_MemOptType_name = map[int32]string{
	0: "NO_MEM_OPT",
	1: "MANUAL",
}
View Source 
var RewriterConfig_MemOptType_value = map[string]int32{
	"NO_MEM_OPT": 0,
	"MANUAL":     1,
}
View Source 
var RunOptions_TraceLevel_name = map[int32]string{
	0: "NO_TRACE",
	1: "SOFTWARE_TRACE",
	2: "HARDWARE_TRACE",
	3: "FULL_TRACE",
}
View Source 
var RunOptions_TraceLevel_value = map[string]int32{
	"NO_TRACE":       0,
	"SOFTWARE_TRACE": 1,
	"HARDWARE_TRACE": 2,
	"FULL_TRACE":     3,
}
View Source 
var SaverDef_CheckpointFormatVersion_name = map[int32]string{
	0: "LEGACY",
	1: "V1",
	2: "V2",
}
View Source 
var SaverDef_CheckpointFormatVersion_value = map[string]int32{
	"LEGACY": 0,
	"V1":     1,
	"V2":     2,
}

Functions

func Asset 

func Asset(name string) ([]byte, error)

Asset loads and returns the asset for the given name. It returns an error if the asset could not be found or could not be loaded.

func AssetDir 

func AssetDir(name string) ([]string, error)

AssetDir returns the file names below a certain directory embedded in the file by go-bindata. For example if you run go-bindata on data/... and data contains the following hierarchy: 

data/
  foo.txt
  img/
    a.png
    b.png

then AssetDir("data") would return []string{"foo.txt", "img"} AssetDir("data/img") would return []string{"a.png", "b.png"} AssetDir("foo.txt") and AssetDir("notexist") would return an error AssetDir("") will return []string{"data"}.

func AssetInfo 

func AssetInfo(name string) (os.FileInfo, error)

AssetInfo loads and returns the asset info for the given name. It returns an error if the asset could not be found or could not be loaded.

func AssetNames 

func AssetNames() []string

AssetNames returns the names of the assets.

func MustAsset 

func MustAsset(name string) []byte

MustAsset is like Asset but panics when Asset would return an error. It simplifies safe initialization of global variables.

func RegisterMasterServiceServer 

func RegisterMasterServiceServer(s *grpc.Server, srv MasterServiceServer)

func RegisterWorkerServiceServer 

func RegisterWorkerServiceServer(s *grpc.Server, srv WorkerServiceServer)

func RestoreAsset 

func RestoreAsset(dir, name string) error

RestoreAsset restores an asset under the given directory

func RestoreAssets 

func RestoreAssets(dir, name string) error

RestoreAssets restores an asset under the given directory recursively

Types

type AllocationDescription 

type AllocationDescription struct {
	// Total number of bytes requested
	RequestedBytes int64 `protobuf:"varint,1,opt,name=requested_bytes,json=requestedBytes,proto3" json:"requested_bytes,omitempty"`
	// Total number of bytes allocated if known
	AllocatedBytes int64 `protobuf:"varint,2,opt,name=allocated_bytes,json=allocatedBytes,proto3" json:"allocated_bytes,omitempty"`
	// Name of the allocator used
	AllocatorName string `protobuf:"bytes,3,opt,name=allocator_name,json=allocatorName,proto3" json:"allocator_name,omitempty"`
	// Identifier of the allocated buffer if known
	AllocationId int64 `protobuf:"varint,4,opt,name=allocation_id,json=allocationId,proto3" 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,proto3" json:"has_single_reference,omitempty"`
	// Address of the allocation.
	Ptr uint64 `protobuf:"varint,6,opt,name=ptr,proto3" 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) Marshal 

func (m *AllocationDescription) Marshal() (dAtA []byte, err error)

func (*AllocationDescription) MarshalTo 

func (m *AllocationDescription) MarshalTo(dAtA []byte) (int, error)

func (*AllocationDescription) ProtoMessage 

func (*AllocationDescription) ProtoMessage()

func (*AllocationDescription) Reset 

func (m *AllocationDescription) Reset()

func (*AllocationDescription) Size 

func (m *AllocationDescription) Size() (n int)

func (*AllocationDescription) String 

func (m *AllocationDescription) String() string

func (*AllocationDescription) Unmarshal 

func (m *AllocationDescription) Unmarshal(dAtA []byte) error

type AllocatorMemoryUsed 

type AllocatorMemoryUsed struct {
	AllocatorName string `protobuf:"bytes,1,opt,name=allocator_name,json=allocatorName,proto3" json:"allocator_name,omitempty"`
	TotalBytes    int64  `protobuf:"varint,2,opt,name=total_bytes,json=totalBytes,proto3" json:"total_bytes,omitempty"`
	PeakBytes     int64  `protobuf:"varint,3,opt,name=peak_bytes,json=peakBytes,proto3" json:"peak_bytes,omitempty"`
	// The bytes that are not deallocated.
	LiveBytes int64 `protobuf:"varint,4,opt,name=live_bytes,json=liveBytes,proto3" json:"live_bytes,omitempty"`
}

func (*AllocatorMemoryUsed) Descriptor 

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

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) Marshal 

func (m *AllocatorMemoryUsed) Marshal() (dAtA []byte, err error)

func (*AllocatorMemoryUsed) MarshalTo 

func (m *AllocatorMemoryUsed) MarshalTo(dAtA []byte) (int, error)

func (*AllocatorMemoryUsed) ProtoMessage 

func (*AllocatorMemoryUsed) ProtoMessage()

func (*AllocatorMemoryUsed) Reset 

func (m *AllocatorMemoryUsed) Reset()

func (*AllocatorMemoryUsed) Size 

func (m *AllocatorMemoryUsed) Size() (n int)

func (*AllocatorMemoryUsed) String 

func (m *AllocatorMemoryUsed) String() string

func (*AllocatorMemoryUsed) Unmarshal 

func (m *AllocatorMemoryUsed) Unmarshal(dAtA []byte) error

type AssetFileDef 

type AssetFileDef struct {
	// The tensor to bind the asset filename to.
	TensorInfo *TensorInfo `protobuf:"bytes,1,opt,name=tensor_info,json=tensorInfo" json:"tensor_info,omitempty"`
	// The filename within an assets directory. Note: does not include the path
	// prefix, i.e. directories. For an asset at /tmp/path/vocab.txt, the filename
	// would be "vocab.txt".
	Filename string `protobuf:"bytes,2,opt,name=filename,proto3" json:"filename,omitempty"`
}

An asset file def for a single file or a set of sharded files with the same name.

func (*AssetFileDef) Descriptor 

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

func (*AssetFileDef) GetFilename 

func (m *AssetFileDef) GetFilename() string

func (*AssetFileDef) GetTensorInfo 

func (m *AssetFileDef) GetTensorInfo() *TensorInfo

func (*AssetFileDef) Marshal 

func (m *AssetFileDef) Marshal() (dAtA []byte, err error)

func (*AssetFileDef) MarshalTo 

func (m *AssetFileDef) MarshalTo(dAtA []byte) (int, error)

func (*AssetFileDef) ProtoMessage 

func (*AssetFileDef) ProtoMessage()

func (*AssetFileDef) Reset 

func (m *AssetFileDef) Reset()

func (*AssetFileDef) Size 

func (m *AssetFileDef) Size() (n int)

func (*AssetFileDef) String 

func (m *AssetFileDef) String() string

func (*AssetFileDef) Unmarshal 

func (m *AssetFileDef) Unmarshal(dAtA []byte) error

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) Marshal 

func (m *AttrValue) Marshal() (dAtA []byte, err error)

func (*AttrValue) MarshalTo 

func (m *AttrValue) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue) ProtoMessage 

func (*AttrValue) ProtoMessage()

func (*AttrValue) Reset 

func (m *AttrValue) Reset()

func (*AttrValue) Size 

func (m *AttrValue) Size() (n int)

func (*AttrValue) String 

func (m *AttrValue) String() string

func (*AttrValue) Unmarshal 

func (m *AttrValue) Unmarshal(dAtA []byte) error

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,proto3,oneof"`
}

func (*AttrValue_B) MarshalTo 

func (m *AttrValue_B) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_B) Size 

func (m *AttrValue_B) Size() (n int)

type AttrValue_F 

type AttrValue_F struct {
	F float32 `protobuf:"fixed32,4,opt,name=f,proto3,oneof"`
}

func (*AttrValue_F) MarshalTo 

func (m *AttrValue_F) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_F) Size 

func (m *AttrValue_F) Size() (n int)

type AttrValue_Func 

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

func (*AttrValue_Func) MarshalTo 

func (m *AttrValue_Func) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_Func) Size 

func (m *AttrValue_Func) Size() (n int)

type AttrValue_I 

type AttrValue_I struct {
	I int64 `protobuf:"varint,3,opt,name=i,proto3,oneof"`
}

func (*AttrValue_I) MarshalTo 

func (m *AttrValue_I) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_I) Size 

func (m *AttrValue_I) Size() (n int)

type AttrValue_List 

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

func (*AttrValue_List) MarshalTo 

func (m *AttrValue_List) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_List) Size 

func (m *AttrValue_List) Size() (n int)

type AttrValue_ListValue 

type AttrValue_ListValue struct {
	S      [][]byte            `protobuf:"bytes,2,rep,name=s" 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) Marshal 

func (m *AttrValue_ListValue) Marshal() (dAtA []byte, err error)

func (*AttrValue_ListValue) MarshalTo 

func (m *AttrValue_ListValue) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_ListValue) ProtoMessage 

func (*AttrValue_ListValue) ProtoMessage()

func (*AttrValue_ListValue) Reset 

func (m *AttrValue_ListValue) Reset()

func (*AttrValue_ListValue) Size 

func (m *AttrValue_ListValue) Size() (n int)

func (*AttrValue_ListValue) String 

func (m *AttrValue_ListValue) String() string

func (*AttrValue_ListValue) Unmarshal 

func (m *AttrValue_ListValue) Unmarshal(dAtA []byte) error

type AttrValue_Placeholder 

type AttrValue_Placeholder struct {
	Placeholder string `protobuf:"bytes,9,opt,name=placeholder,proto3,oneof"`
}

func (*AttrValue_Placeholder) MarshalTo 

func (m *AttrValue_Placeholder) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_Placeholder) Size 

func (m *AttrValue_Placeholder) Size() (n int)

type AttrValue_S 

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

func (*AttrValue_S) MarshalTo 

func (m *AttrValue_S) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_S) Size 

func (m *AttrValue_S) Size() (n int)

type AttrValue_Shape 

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

func (*AttrValue_Shape) MarshalTo 

func (m *AttrValue_Shape) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_Shape) Size 

func (m *AttrValue_Shape) Size() (n int)

type AttrValue_Tensor 

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

func (*AttrValue_Tensor) MarshalTo 

func (m *AttrValue_Tensor) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_Tensor) Size 

func (m *AttrValue_Tensor) Size() (n int)

type AttrValue_Type 

type AttrValue_Type struct {
	Type DataType `protobuf:"varint,6,opt,name=type,proto3,enum=tensorflow.DataType,oneof"`
}

func (*AttrValue_Type) MarshalTo 

func (m *AttrValue_Type) MarshalTo(dAtA []byte) (int, error)

func (*AttrValue_Type) Size 

func (m *AttrValue_Type) Size() (n int)

type AutoParallelOptions 

type AutoParallelOptions struct {
	Enable      bool  `protobuf:"varint,1,opt,name=enable,proto3" json:"enable,omitempty"`
	NumReplicas int32 `protobuf:"varint,2,opt,name=num_replicas,json=numReplicas,proto3" json:"num_replicas,omitempty"`
}

func (*AutoParallelOptions) Descriptor 

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

func (*AutoParallelOptions) GetEnable 

func (m *AutoParallelOptions) GetEnable() bool

func (*AutoParallelOptions) GetNumReplicas 

func (m *AutoParallelOptions) GetNumReplicas() int32

func (*AutoParallelOptions) Marshal 

func (m *AutoParallelOptions) Marshal() (dAtA []byte, err error)

func (*AutoParallelOptions) MarshalTo 

func (m *AutoParallelOptions) MarshalTo(dAtA []byte) (int, error)

func (*AutoParallelOptions) ProtoMessage 

func (*AutoParallelOptions) ProtoMessage()

func (*AutoParallelOptions) Reset 

func (m *AutoParallelOptions) Reset()

func (*AutoParallelOptions) Size 

func (m *AutoParallelOptions) Size() (n int)

func (*AutoParallelOptions) String 

func (m *AutoParallelOptions) String() string

func (*AutoParallelOptions) Unmarshal 

func (m *AutoParallelOptions) Unmarshal(dAtA []byte) error

type BundleEntryProto 

type BundleEntryProto struct {
	// The tensor dtype and shape.
	Dtype DataType          `protobuf:"varint,1,opt,name=dtype,proto3,enum=tensorflow.DataType" json:"dtype,omitempty"`
	Shape *TensorShapeProto `protobuf:"bytes,2,opt,name=shape" json:"shape,omitempty"`
	// The binary content of the tensor lies in:
	//   File "shard_id": bytes [offset, offset + size).
	ShardId int32 `protobuf:"varint,3,opt,name=shard_id,json=shardId,proto3" json:"shard_id,omitempty"`
	Offset  int64 `protobuf:"varint,4,opt,name=offset,proto3" json:"offset,omitempty"`
	Size_   int64 `protobuf:"varint,5,opt,name=size,proto3" json:"size,omitempty"`
	// The CRC32C checksum of the tensor bytes.
	Crc32C uint32 `protobuf:"fixed32,6,opt,name=crc32c,proto3" json:"crc32c,omitempty"`
	// Iff present, this entry represents a partitioned tensor.  The previous
	// fields are interpreted as follows:
	//
	//   "dtype", "shape": describe the full tensor.
	//   "shard_id", "offset", "size", "crc32c": all IGNORED.
	//      These information for each slice can be looked up in their own
	//      BundleEntryProto, keyed by each "slice_name".
	Slices []*TensorSliceProto `protobuf:"bytes,7,rep,name=slices" json:"slices,omitempty"`
}

Describes the metadata related to a checkpointed tensor.

func (*BundleEntryProto) Descriptor 

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

func (*BundleEntryProto) GetCrc32C 

func (m *BundleEntryProto) GetCrc32C() uint32

func (*BundleEntryProto) GetDtype 

func (m *BundleEntryProto) GetDtype() DataType

func (*BundleEntryProto) GetOffset 

func (m *BundleEntryProto) GetOffset() int64

func (*BundleEntryProto) GetShape 

func (m *BundleEntryProto) GetShape() *TensorShapeProto

func (*BundleEntryProto) GetShardId 

func (m *BundleEntryProto) GetShardId() int32

func (*BundleEntryProto) GetSize_ 

func (m *BundleEntryProto) GetSize_() int64

func (*BundleEntryProto) GetSlices 

func (m *BundleEntryProto) GetSlices() []*TensorSliceProto

func (*BundleEntryProto) Marshal 

func (m *BundleEntryProto) Marshal() (dAtA []byte, err error)

func (*BundleEntryProto) MarshalTo 

func (m *BundleEntryProto) MarshalTo(dAtA []byte) (int, error)

func (*BundleEntryProto) ProtoMessage 

func (*BundleEntryProto) ProtoMessage()

func (*BundleEntryProto) Reset 

func (m *BundleEntryProto) Reset()

func (*BundleEntryProto) Size 

func (m *BundleEntryProto) Size() (n int)

func (*BundleEntryProto) String 

func (m *BundleEntryProto) String() string

func (*BundleEntryProto) Unmarshal 

func (m *BundleEntryProto) Unmarshal(dAtA []byte) error

type BundleHeaderProto 

type BundleHeaderProto struct {
	// Number of data files in the bundle.
	NumShards  int32                        `protobuf:"varint,1,opt,name=num_shards,json=numShards,proto3" json:"num_shards,omitempty"`
	Endianness BundleHeaderProto_Endianness `protobuf:"varint,2,opt,name=endianness,proto3,enum=tensorflow.BundleHeaderProto_Endianness" json:"endianness,omitempty"`
	// Versioning of the tensor bundle format.
	Version *VersionDef `protobuf:"bytes,3,opt,name=version" json:"version,omitempty"`
}

Special header that is associated with a bundle.

TODO(zongheng,zhifengc): maybe in the future, we can add information about which binary produced this checkpoint, timestamp, etc. Sometime, these can be valuable debugging information. And if needed, these can be used as defensive information ensuring reader (binary version) of the checkpoint and the writer (binary version) must match within certain range, etc.

func (*BundleHeaderProto) Descriptor 

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

func (*BundleHeaderProto) GetEndianness 

func (m *BundleHeaderProto) GetEndianness() BundleHeaderProto_Endianness

func (*BundleHeaderProto) GetNumShards 

func (m *BundleHeaderProto) GetNumShards() int32

func (*BundleHeaderProto) GetVersion 

func (m *BundleHeaderProto) GetVersion() *VersionDef

func (*BundleHeaderProto) Marshal 

func (m *BundleHeaderProto) Marshal() (dAtA []byte, err error)

func (*BundleHeaderProto) MarshalTo 

func (m *BundleHeaderProto) MarshalTo(dAtA []byte) (int, error)

func (*BundleHeaderProto) ProtoMessage 

func (*BundleHeaderProto) ProtoMessage()

func (*BundleHeaderProto) Reset 

func (m *BundleHeaderProto) Reset()

func (*BundleHeaderProto) Size 

func (m *BundleHeaderProto) Size() (n int)

func (*BundleHeaderProto) String 

func (m *BundleHeaderProto) String() string

func (*BundleHeaderProto) Unmarshal 

func (m *BundleHeaderProto) Unmarshal(dAtA []byte) error

type BundleHeaderProto_Endianness 

type BundleHeaderProto_Endianness int32

An enum indicating the endianness of the platform that produced this bundle. A bundle can only be read by a platform with matching endianness. Defaults to LITTLE, as most modern platforms are little-endian.

Affects the binary tensor data bytes only, not the metadata in protobufs. 

const (
	BundleHeaderProto_LITTLE BundleHeaderProto_Endianness = 0
	BundleHeaderProto_BIG    BundleHeaderProto_Endianness = 1
)

func (BundleHeaderProto_Endianness) EnumDescriptor 

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

func (BundleHeaderProto_Endianness) String 

func (x BundleHeaderProto_Endianness) String() string

type CleanupAllRequest 

type CleanupAllRequest struct {
	// A list of container names.
	//
	// If 'container' is not empty, releases resoures in the given
	// containers in all devices.
	//
	// If 'container' is empty, releases resources in the default
	// container in all devices.
	Container []string `protobuf:"bytes,1,rep,name=container" json:"container,omitempty"`
}

func (*CleanupAllRequest) Descriptor 

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

func (*CleanupAllRequest) GetContainer 

func (m *CleanupAllRequest) GetContainer() []string

func (*CleanupAllRequest) Marshal 

func (m *CleanupAllRequest) Marshal() (dAtA []byte, err error)

func (*CleanupAllRequest) MarshalTo 

func (m *CleanupAllRequest) MarshalTo(dAtA []byte) (int, error)

func (*CleanupAllRequest) ProtoMessage 

func (*CleanupAllRequest) ProtoMessage()

func (*CleanupAllRequest) Reset 

func (m *CleanupAllRequest) Reset()

func (*CleanupAllRequest) Size 

func (m *CleanupAllRequest) Size() (n int)

func (*CleanupAllRequest) String 

func (m *CleanupAllRequest) String() string

func (*CleanupAllRequest) Unmarshal 

func (m *CleanupAllRequest) Unmarshal(dAtA []byte) error

type CleanupAllResponse 

type CleanupAllResponse struct {
}

func (*CleanupAllResponse) Descriptor 

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

func (*CleanupAllResponse) Marshal 

func (m *CleanupAllResponse) Marshal() (dAtA []byte, err error)

func (*CleanupAllResponse) MarshalTo 

func (m *CleanupAllResponse) MarshalTo(dAtA []byte) (int, error)

func (*CleanupAllResponse) ProtoMessage 

func (*CleanupAllResponse) ProtoMessage()

func (*CleanupAllResponse) Reset 

func (m *CleanupAllResponse) Reset()

func (*CleanupAllResponse) Size 

func (m *CleanupAllResponse) Size() (n int)

func (*CleanupAllResponse) String 

func (m *CleanupAllResponse) String() string

func (*CleanupAllResponse) Unmarshal 

func (m *CleanupAllResponse) Unmarshal(dAtA []byte) error

type CleanupGraphRequest 

type CleanupGraphRequest struct {
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId,proto3" json:"step_id,omitempty"`
}

func (*CleanupGraphRequest) Descriptor 

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

func (*CleanupGraphRequest) GetStepId 

func (m *CleanupGraphRequest) GetStepId() int64

func (*CleanupGraphRequest) Marshal 

func (m *CleanupGraphRequest) Marshal() (dAtA []byte, err error)

func (*CleanupGraphRequest) MarshalTo 

func (m *CleanupGraphRequest) MarshalTo(dAtA []byte) (int, error)

func (*CleanupGraphRequest) ProtoMessage 

func (*CleanupGraphRequest) ProtoMessage()

func (*CleanupGraphRequest) Reset 

func (m *CleanupGraphRequest) Reset()

func (*CleanupGraphRequest) Size 

func (m *CleanupGraphRequest) Size() (n int)

func (*CleanupGraphRequest) String 

func (m *CleanupGraphRequest) String() string

func (*CleanupGraphRequest) Unmarshal 

func (m *CleanupGraphRequest) Unmarshal(dAtA []byte) error

type CleanupGraphResponse 

type CleanupGraphResponse struct {
}

func (*CleanupGraphResponse) Descriptor 

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

func (*CleanupGraphResponse) Marshal 

func (m *CleanupGraphResponse) Marshal() (dAtA []byte, err error)

func (*CleanupGraphResponse) MarshalTo 

func (m *CleanupGraphResponse) MarshalTo(dAtA []byte) (int, error)

func (*CleanupGraphResponse) ProtoMessage 

func (*CleanupGraphResponse) ProtoMessage()

func (*CleanupGraphResponse) Reset 

func (m *CleanupGraphResponse) Reset()

func (*CleanupGraphResponse) Size 

func (m *CleanupGraphResponse) Size() (n int)

func (*CleanupGraphResponse) String 

func (m *CleanupGraphResponse) String() string

func (*CleanupGraphResponse) Unmarshal 

func (m *CleanupGraphResponse) Unmarshal(dAtA []byte) error

type CloseSessionRequest 

type CloseSessionRequest struct {
	// REQUIRED: session_handle must be returned by a CreateSession call
	// to the same master service.
	SessionHandle string `protobuf:"bytes,1,opt,name=session_handle,json=sessionHandle,proto3" json:"session_handle,omitempty"`
}

func (*CloseSessionRequest) Descriptor 

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

func (*CloseSessionRequest) GetSessionHandle 

func (m *CloseSessionRequest) GetSessionHandle() string

func (*CloseSessionRequest) Marshal 

func (m *CloseSessionRequest) Marshal() (dAtA []byte, err error)

func (*CloseSessionRequest) MarshalTo 

func (m *CloseSessionRequest) MarshalTo(dAtA []byte) (int, error)

func (*CloseSessionRequest) ProtoMessage 

func (*CloseSessionRequest) ProtoMessage()

func (*CloseSessionRequest) Reset 

func (m *CloseSessionRequest) Reset()

func (*CloseSessionRequest) Size 

func (m *CloseSessionRequest) Size() (n int)

func (*CloseSessionRequest) String 

func (m *CloseSessionRequest) String() string

func (*CloseSessionRequest) Unmarshal 

func (m *CloseSessionRequest) Unmarshal(dAtA []byte) error

type CloseSessionResponse 

type CloseSessionResponse struct {
}

func (*CloseSessionResponse) Descriptor 

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

func (*CloseSessionResponse) Marshal 

func (m *CloseSessionResponse) Marshal() (dAtA []byte, err error)

func (*CloseSessionResponse) MarshalTo 

func (m *CloseSessionResponse) MarshalTo(dAtA []byte) (int, error)

func (*CloseSessionResponse) ProtoMessage 

func (*CloseSessionResponse) ProtoMessage()

func (*CloseSessionResponse) Reset 

func (m *CloseSessionResponse) Reset()

func (*CloseSessionResponse) Size 

func (m *CloseSessionResponse) Size() (n int)

func (*CloseSessionResponse) String 

func (m *CloseSessionResponse) String() string

func (*CloseSessionResponse) Unmarshal 

func (m *CloseSessionResponse) Unmarshal(dAtA []byte) error

type ClusterDef 

type ClusterDef struct {
	// The jobs that comprise the cluster.
	Job []*JobDef `protobuf:"bytes,1,rep,name=job" json:"job,omitempty"`
}

Defines a TensorFlow cluster as a set of jobs.

func (*ClusterDef) Descriptor 

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

func (*ClusterDef) GetJob 

func (m *ClusterDef) GetJob() []*JobDef

func (*ClusterDef) Marshal 

func (m *ClusterDef) Marshal() (dAtA []byte, err error)

func (*ClusterDef) MarshalTo 

func (m *ClusterDef) MarshalTo(dAtA []byte) (int, error)

func (*ClusterDef) ProtoMessage 

func (*ClusterDef) ProtoMessage()

func (*ClusterDef) Reset 

func (m *ClusterDef) Reset()

func (*ClusterDef) Size 

func (m *ClusterDef) Size() (n int)

func (*ClusterDef) String 

func (m *ClusterDef) String() string

func (*ClusterDef) Unmarshal 

func (m *ClusterDef) Unmarshal(dAtA []byte) error

type CollectionDef 

type CollectionDef struct {
	// Types that are valid to be assigned to Kind:
	//	*CollectionDef_NodeList_
	//	*CollectionDef_BytesList_
	//	*CollectionDef_Int64List_
	//	*CollectionDef_FloatList_
	//	*CollectionDef_AnyList_
	Kind isCollectionDef_Kind `protobuf_oneof:"kind"`
}

CollectionDef should cover most collections. To add a user-defined collection, do one of the following:

  1. For simple data types, such as string, int, float: tf.add_to_collection("your_collection_name", your_simple_value) strings will be stored as bytes_list.

2. For Protobuf types, there are three ways to add them:

  1. tf.add_to_collection("your_collection_name", your_proto.SerializeToString())

    collection_def { key: "user_defined_bytes_collection" value { bytes_list { value: "queue_name: \"test_queue\"\n" } } }

    or

  2. tf.add_to_collection("your_collection_name", str(your_proto))

    collection_def { key: "user_defined_string_collection" value { bytes_list { value: "\n\ntest_queue" } } }

    or

  3. any_buf = any_pb2.Any() tf.add_to_collection("your_collection_name", any_buf.Pack(your_proto))

    collection_def { key: "user_defined_any_collection" value { any_list { value { type_url: "type.googleapis.com/tensorflow.QueueRunnerDef" value: "\n\ntest_queue" } } } }

  1. For Python objects, implement to_proto() and from_proto(), and register them in the following manner: ops.register_proto_function("your_collection_name", proto_type, to_proto=YourPythonObject.to_proto, from_proto=YourPythonObject.from_proto) These functions will be invoked to serialize and de-serialize the collection. For example, ops.register_proto_function(ops.GraphKeys.GLOBAL_VARIABLES, proto_type=variable_pb2.VariableDef, to_proto=Variable.to_proto, from_proto=Variable.from_proto)

func (*CollectionDef) Descriptor 

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

func (*CollectionDef) GetAnyList 

func (m *CollectionDef) GetAnyList() *CollectionDef_AnyList

func (*CollectionDef) GetBytesList 

func (m *CollectionDef) GetBytesList() *CollectionDef_BytesList

func (*CollectionDef) GetFloatList 

func (m *CollectionDef) GetFloatList() *CollectionDef_FloatList

func (*CollectionDef) GetInt64List 

func (m *CollectionDef) GetInt64List() *CollectionDef_Int64List

func (*CollectionDef) GetKind 

func (m *CollectionDef) GetKind() isCollectionDef_Kind

func (*CollectionDef) GetNodeList 

func (m *CollectionDef) GetNodeList() *CollectionDef_NodeList

func (*CollectionDef) Marshal 

func (m *CollectionDef) Marshal() (dAtA []byte, err error)

func (*CollectionDef) MarshalTo 

func (m *CollectionDef) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef) ProtoMessage 

func (*CollectionDef) ProtoMessage()

func (*CollectionDef) Reset 

func (m *CollectionDef) Reset()

func (*CollectionDef) Size 

func (m *CollectionDef) Size() (n int)

func (*CollectionDef) String 

func (m *CollectionDef) String() string

func (*CollectionDef) Unmarshal 

func (m *CollectionDef) Unmarshal(dAtA []byte) error

func (*CollectionDef) XXX_OneofFuncs 

func (*CollectionDef) 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 CollectionDef_AnyList 

type CollectionDef_AnyList struct {
	Value []*google_protobuf.Any `protobuf:"bytes,1,rep,name=value" json:"value,omitempty"`
}

AnyList is used for collecting Any protos.

func (*CollectionDef_AnyList) Descriptor 

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

func (*CollectionDef_AnyList) GetValue 

func (m *CollectionDef_AnyList) GetValue() []*google_protobuf.Any

func (*CollectionDef_AnyList) Marshal 

func (m *CollectionDef_AnyList) Marshal() (dAtA []byte, err error)

func (*CollectionDef_AnyList) MarshalTo 

func (m *CollectionDef_AnyList) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_AnyList) ProtoMessage 

func (*CollectionDef_AnyList) ProtoMessage()

func (*CollectionDef_AnyList) Reset 

func (m *CollectionDef_AnyList) Reset()

func (*CollectionDef_AnyList) Size 

func (m *CollectionDef_AnyList) Size() (n int)

func (*CollectionDef_AnyList) String 

func (m *CollectionDef_AnyList) String() string

func (*CollectionDef_AnyList) Unmarshal 

func (m *CollectionDef_AnyList) Unmarshal(dAtA []byte) error

type CollectionDef_AnyList_ 

type CollectionDef_AnyList_ struct {
	AnyList *CollectionDef_AnyList `protobuf:"bytes,5,opt,name=any_list,json=anyList,oneof"`
}

func (*CollectionDef_AnyList_) MarshalTo 

func (m *CollectionDef_AnyList_) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_AnyList_) Size 

func (m *CollectionDef_AnyList_) Size() (n int)

type CollectionDef_BytesList 

type CollectionDef_BytesList struct {
	Value [][]byte `protobuf:"bytes,1,rep,name=value" json:"value,omitempty"`
}

BytesList is used for collecting strings and serialized protobufs. For example: 

collection_def {
  key: "trainable_variables"
  value {
    bytes_list {
      value: "\n\017conv1/weights:0\022\024conv1/weights/Assign
             \032\024conv1/weights/read:0"
      value: "\n\016conv1/biases:0\022\023conv1/biases/Assign\032
             \023conv1/biases/read:0"
    }
  }
}

func (*CollectionDef_BytesList) Descriptor 

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

func (*CollectionDef_BytesList) GetValue 

func (m *CollectionDef_BytesList) GetValue() [][]byte

func (*CollectionDef_BytesList) Marshal 

func (m *CollectionDef_BytesList) Marshal() (dAtA []byte, err error)

func (*CollectionDef_BytesList) MarshalTo 

func (m *CollectionDef_BytesList) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_BytesList) ProtoMessage 

func (*CollectionDef_BytesList) ProtoMessage()

func (*CollectionDef_BytesList) Reset 

func (m *CollectionDef_BytesList) Reset()

func (*CollectionDef_BytesList) Size 

func (m *CollectionDef_BytesList) Size() (n int)

func (*CollectionDef_BytesList) String 

func (m *CollectionDef_BytesList) String() string

func (*CollectionDef_BytesList) Unmarshal 

func (m *CollectionDef_BytesList) Unmarshal(dAtA []byte) error

type CollectionDef_BytesList_ 

type CollectionDef_BytesList_ struct {
	BytesList *CollectionDef_BytesList `protobuf:"bytes,2,opt,name=bytes_list,json=bytesList,oneof"`
}

func (*CollectionDef_BytesList_) MarshalTo 

func (m *CollectionDef_BytesList_) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_BytesList_) Size 

func (m *CollectionDef_BytesList_) Size() (n int)

type CollectionDef_FloatList 

type CollectionDef_FloatList struct {
	Value []float32 `protobuf:"fixed32,1,rep,packed,name=value" json:"value,omitempty"`
}

FloatList is used for collecting float values.

func (*CollectionDef_FloatList) Descriptor 

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

func (*CollectionDef_FloatList) GetValue 

func (m *CollectionDef_FloatList) GetValue() []float32

func (*CollectionDef_FloatList) Marshal 

func (m *CollectionDef_FloatList) Marshal() (dAtA []byte, err error)

func (*CollectionDef_FloatList) MarshalTo 

func (m *CollectionDef_FloatList) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_FloatList) ProtoMessage 

func (*CollectionDef_FloatList) ProtoMessage()

func (*CollectionDef_FloatList) Reset 

func (m *CollectionDef_FloatList) Reset()

func (*CollectionDef_FloatList) Size 

func (m *CollectionDef_FloatList) Size() (n int)

func (*CollectionDef_FloatList) String 

func (m *CollectionDef_FloatList) String() string

func (*CollectionDef_FloatList) Unmarshal 

func (m *CollectionDef_FloatList) Unmarshal(dAtA []byte) error

type CollectionDef_FloatList_ 

type CollectionDef_FloatList_ struct {
	FloatList *CollectionDef_FloatList `protobuf:"bytes,4,opt,name=float_list,json=floatList,oneof"`
}

func (*CollectionDef_FloatList_) MarshalTo 

func (m *CollectionDef_FloatList_) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_FloatList_) Size 

func (m *CollectionDef_FloatList_) Size() (n int)

type CollectionDef_Int64List 

type CollectionDef_Int64List struct {
	Value []int64 `protobuf:"varint,1,rep,packed,name=value" json:"value,omitempty"`
}

Int64List is used for collecting int, int64 and long values.

func (*CollectionDef_Int64List) Descriptor 

func (*CollectionDef_Int64List) Descriptor() ([]byte, []int)

func (*CollectionDef_Int64List) GetValue 

func (m *CollectionDef_Int64List) GetValue() []int64

func (*CollectionDef_Int64List) Marshal 

func (m *CollectionDef_Int64List) Marshal() (dAtA []byte, err error)

func (*CollectionDef_Int64List) MarshalTo 

func (m *CollectionDef_Int64List) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_Int64List) ProtoMessage 

func (*CollectionDef_Int64List) ProtoMessage()

func (*CollectionDef_Int64List) Reset 

func (m *CollectionDef_Int64List) Reset()

func (*CollectionDef_Int64List) Size 

func (m *CollectionDef_Int64List) Size() (n int)

func (*CollectionDef_Int64List) String 

func (m *CollectionDef_Int64List) String() string

func (*CollectionDef_Int64List) Unmarshal 

func (m *CollectionDef_Int64List) Unmarshal(dAtA []byte) error

type CollectionDef_Int64List_ 

type CollectionDef_Int64List_ struct {
	Int64List *CollectionDef_Int64List `protobuf:"bytes,3,opt,name=int64_list,json=int64List,oneof"`
}

func (*CollectionDef_Int64List_) MarshalTo 

func (m *CollectionDef_Int64List_) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_Int64List_) Size 

func (m *CollectionDef_Int64List_) Size() (n int)

type CollectionDef_NodeList 

type CollectionDef_NodeList struct {
	Value []string `protobuf:"bytes,1,rep,name=value" json:"value,omitempty"`
}

NodeList is used for collecting nodes in graph. For example 

collection_def {
  key: "summaries"
  value {
    node_list {
      value: "input_producer/ScalarSummary:0"
      value: "shuffle_batch/ScalarSummary:0"
      value: "ImageSummary:0"
    }
  }

func (*CollectionDef_NodeList) Descriptor 

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

func (*CollectionDef_NodeList) GetValue 

func (m *CollectionDef_NodeList) GetValue() []string

func (*CollectionDef_NodeList) Marshal 

func (m *CollectionDef_NodeList) Marshal() (dAtA []byte, err error)

func (*CollectionDef_NodeList) MarshalTo 

func (m *CollectionDef_NodeList) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_NodeList) ProtoMessage 

func (*CollectionDef_NodeList) ProtoMessage()

func (*CollectionDef_NodeList) Reset 

func (m *CollectionDef_NodeList) Reset()

func (*CollectionDef_NodeList) Size 

func (m *CollectionDef_NodeList) Size() (n int)

func (*CollectionDef_NodeList) String 

func (m *CollectionDef_NodeList) String() string

func (*CollectionDef_NodeList) Unmarshal 

func (m *CollectionDef_NodeList) Unmarshal(dAtA []byte) error

type CollectionDef_NodeList_ 

type CollectionDef_NodeList_ struct {
	NodeList *CollectionDef_NodeList `protobuf:"bytes,1,opt,name=node_list,json=nodeList,oneof"`
}

func (*CollectionDef_NodeList_) MarshalTo 

func (m *CollectionDef_NodeList_) MarshalTo(dAtA []byte) (int, error)

func (*CollectionDef_NodeList_) Size 

func (m *CollectionDef_NodeList_) Size() (n int)

type CondContextDef 

type CondContextDef struct {
	// Name of the context.
	ContextName string `protobuf:"bytes,1,opt,name=context_name,json=contextName,proto3" json:"context_name,omitempty"`
	// Name of the pred tensor.
	PredName string `protobuf:"bytes,2,opt,name=pred_name,json=predName,proto3" json:"pred_name,omitempty"`
	// Name of the pivot tensor.
	PivotName string `protobuf:"bytes,3,opt,name=pivot_name,json=pivotName,proto3" json:"pivot_name,omitempty"`
	// Branch prediction. 0 or 1.
	Branch int32 `protobuf:"varint,4,opt,name=branch,proto3" json:"branch,omitempty"`
	// Values and external values in control flow context.
	ValuesDef *ValuesDef `protobuf:"bytes,5,opt,name=values_def,json=valuesDef" json:"values_def,omitempty"`
}

Protocol buffer representing a CondContext object.

func (*CondContextDef) Descriptor 

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

func (*CondContextDef) GetBranch 

func (m *CondContextDef) GetBranch() int32

func (*CondContextDef) GetContextName 

func (m *CondContextDef) GetContextName() string

func (*CondContextDef) GetPivotName 

func (m *CondContextDef) GetPivotName() string

func (*CondContextDef) GetPredName 

func (m *CondContextDef) GetPredName() string

func (*CondContextDef) GetValuesDef 

func (m *CondContextDef) GetValuesDef() *ValuesDef

func (*CondContextDef) Marshal 

func (m *CondContextDef) Marshal() (dAtA []byte, err error)

func (*CondContextDef) MarshalTo 

func (m *CondContextDef) MarshalTo(dAtA []byte) (int, error)

func (*CondContextDef) ProtoMessage 

func (*CondContextDef) ProtoMessage()

func (*CondContextDef) Reset 

func (m *CondContextDef) Reset()

func (*CondContextDef) Size 

func (m *CondContextDef) Size() (n int)

func (*CondContextDef) String 

func (m *CondContextDef) String() string

func (*CondContextDef) Unmarshal 

func (m *CondContextDef) Unmarshal(dAtA []byte) error

type ConfigProto 

type ConfigProto struct {
	// Map from device type name (e.g., "CPU" or "GPU" ) to maximum
	// number of devices of that type to use.  If a particular device
	// type is not found in the map, the system picks an appropriate
	// number.
	DeviceCount map[string]int32 `` /* 176-byte string literal not displayed */
	// The execution of an individual op (for some op types) can be
	// parallelized on a pool of intra_op_parallelism_threads.
	// 0 means the system picks an appropriate number.
	IntraOpParallelismThreads int32 `` /* 141-byte string literal not displayed */
	// Nodes that perform blocking operations are enqueued on a pool of
	// inter_op_parallelism_threads available in each process.
	//
	// 0 means the system picks an appropriate number.
	//
	// Note that the first Session created in the process sets the
	// number of threads for all future sessions unless use_per_session_threads is
	// true or session_inter_op_thread_pool is configured.
	InterOpParallelismThreads int32 `` /* 141-byte string literal not displayed */
	// If true, use a new set of threads for this session rather than the global
	// pool of threads. Only supported by direct sessions.
	//
	// If false, use the global threads created by the first session, or the
	// per-session thread pools configured by session_inter_op_thread_pool.
	//
	// This option is deprecated. The same effect can be achieved by setting
	// session_inter_op_thread_pool to have one element, whose num_threads equals
	// inter_op_parallelism_threads.
	UsePerSessionThreads bool `` /* 126-byte string literal not displayed */
	// This option is experimental - it may be replaced with a different mechanism
	// in the future. The intended use is for when some session invocations need
	// to run in a background pool limited to a small number of threads.
	//
	// Configures session thread pools. If this is configured, then RunOptions for
	// a Run call can select the thread pool to use.
	//
	// If a pool's num_threads is 0, then inter_op_parallelism_threads is used.
	SessionInterOpThreadPool []*ThreadPoolOptionProto `` /* 133-byte string literal not displayed */
	// Assignment of Nodes to Devices is recomputed every placement_period
	// steps until the system warms up (at which point the recomputation
	// typically slows down automatically).
	PlacementPeriod int32 `protobuf:"varint,3,opt,name=placement_period,json=placementPeriod,proto3" json:"placement_period,omitempty"`
	// When any filters are present sessions will ignore all devices which do not
	// match the filters. Each filter can be partially specified, e.g. "/job:ps"
	// "/job:worker/replica:3", etc.
	DeviceFilters []string `protobuf:"bytes,4,rep,name=device_filters,json=deviceFilters" json:"device_filters,omitempty"`
	// Options that apply to all GPUs.
	GpuOptions *GPUOptions `protobuf:"bytes,6,opt,name=gpu_options,json=gpuOptions" json:"gpu_options,omitempty"`
	// Whether soft placement is allowed. If allow_soft_placement is true,
	// an op will be placed on CPU if
	//   1. there's no GPU implementation for the OP
	// or
	//   2. no GPU devices are known or registered
	// or
	//   3. need to co-locate with reftype input(s) which are from CPU.
	AllowSoftPlacement bool `protobuf:"varint,7,opt,name=allow_soft_placement,json=allowSoftPlacement,proto3" json:"allow_soft_placement,omitempty"`
	// Whether device placements should be logged.
	LogDevicePlacement bool `protobuf:"varint,8,opt,name=log_device_placement,json=logDevicePlacement,proto3" json:"log_device_placement,omitempty"`
	// Options that apply to all graphs.
	GraphOptions *GraphOptions `protobuf:"bytes,10,opt,name=graph_options,json=graphOptions" json:"graph_options,omitempty"`
	// Global timeout for all blocking operations in this session.  If non-zero,
	// and not overridden on a per-operation basis, this value will be used as the
	// deadline for all blocking operations.
	OperationTimeoutInMs int64 `` /* 127-byte string literal not displayed */
	// Options that apply when this session uses the distributed runtime.
	RpcOptions *RPCOptions `protobuf:"bytes,13,opt,name=rpc_options,json=rpcOptions" json:"rpc_options,omitempty"`
	// Optional list of all workers to use in this session.
	ClusterDef *ClusterDef `protobuf:"bytes,14,opt,name=cluster_def,json=clusterDef" json:"cluster_def,omitempty"`
}

Session configuration parameters. The system picks appropriate values for fields that are not set.

func (*ConfigProto) Descriptor 

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

func (*ConfigProto) GetAllowSoftPlacement 

func (m *ConfigProto) GetAllowSoftPlacement() bool

func (*ConfigProto) GetClusterDef 

func (m *ConfigProto) GetClusterDef() *ClusterDef

func (*ConfigProto) GetDeviceCount 

func (m *ConfigProto) GetDeviceCount() map[string]int32

func (*ConfigProto) GetDeviceFilters 

func (m *ConfigProto) GetDeviceFilters() []string

func (*ConfigProto) GetGpuOptions 

func (m *ConfigProto) GetGpuOptions() *GPUOptions

func (*ConfigProto) GetGraphOptions 

func (m *ConfigProto) GetGraphOptions() *GraphOptions

func (*ConfigProto) GetInterOpParallelismThreads 

func (m *ConfigProto) GetInterOpParallelismThreads() int32

func (*ConfigProto) GetIntraOpParallelismThreads 

func (m *ConfigProto) GetIntraOpParallelismThreads() int32

func (*ConfigProto) GetLogDevicePlacement 

func (m *ConfigProto) GetLogDevicePlacement() bool

func (*ConfigProto) GetOperationTimeoutInMs 

func (m *ConfigProto) GetOperationTimeoutInMs() int64

func (*ConfigProto) GetPlacementPeriod 

func (m *ConfigProto) GetPlacementPeriod() int32

func (*ConfigProto) GetRpcOptions 

func (m *ConfigProto) GetRpcOptions() *RPCOptions

func (*ConfigProto) GetSessionInterOpThreadPool 

func (m *ConfigProto) GetSessionInterOpThreadPool() []*ThreadPoolOptionProto

func (*ConfigProto) GetUsePerSessionThreads 

func (m *ConfigProto) GetUsePerSessionThreads() bool

func (*ConfigProto) Marshal 

func (m *ConfigProto) Marshal() (dAtA []byte, err error)

func (*ConfigProto) MarshalTo 

func (m *ConfigProto) MarshalTo(dAtA []byte) (int, error)

func (*ConfigProto) ProtoMessage 

func (*ConfigProto) ProtoMessage()

func (*ConfigProto) Reset 

func (m *ConfigProto) Reset()

func (*ConfigProto) Size 

func (m *ConfigProto) Size() (n int)

func (*ConfigProto) String 

func (m *ConfigProto) String() string

func (*ConfigProto) Unmarshal 

func (m *ConfigProto) Unmarshal(dAtA []byte) error

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) Marshal 

func (m *CostGraphDef) Marshal() (dAtA []byte, err error)

func (*CostGraphDef) MarshalTo 

func (m *CostGraphDef) MarshalTo(dAtA []byte) (int, error)

func (*CostGraphDef) ProtoMessage 

func (*CostGraphDef) ProtoMessage()

func (*CostGraphDef) Reset 

func (m *CostGraphDef) Reset()

func (*CostGraphDef) Size 

func (m *CostGraphDef) Size() (n int)

func (*CostGraphDef) String 

func (m *CostGraphDef) String() string

func (*CostGraphDef) Unmarshal 

func (m *CostGraphDef) Unmarshal(dAtA []byte) error

type CostGraphDef_Node 

type CostGraphDef_Node struct {
	// The name of the node. Names are globally unique.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" 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,proto3" json:"device,omitempty"`
	// The id of the node. Node ids are only unique inside a partition.
	Id         int32                           `protobuf:"varint,3,opt,name=id,proto3" 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,proto3" json:"temporary_memory_size,omitempty"`
	HostTempMemorySize         int64 `protobuf:"varint,10,opt,name=host_temp_memory_size,json=hostTempMemorySize,proto3" json:"host_temp_memory_size,omitempty"`
	DeviceTempMemorySize       int64 `` /* 127-byte string literal not displayed */
	HostPersistentMemorySize   int64 `` /* 139-byte string literal not displayed */
	DevicePersistentMemorySize int64 `` /* 145-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,proto3" 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,proto3" 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,proto3" 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,proto3" 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) Marshal 

func (m *CostGraphDef_Node) Marshal() (dAtA []byte, err error)

func (*CostGraphDef_Node) MarshalTo 

func (m *CostGraphDef_Node) MarshalTo(dAtA []byte) (int, error)

func (*CostGraphDef_Node) ProtoMessage 

func (*CostGraphDef_Node) ProtoMessage()

func (*CostGraphDef_Node) Reset 

func (m *CostGraphDef_Node) Reset()

func (*CostGraphDef_Node) Size 

func (m *CostGraphDef_Node) Size() (n int)

func (*CostGraphDef_Node) String 

func (m *CostGraphDef_Node) String() string

func (*CostGraphDef_Node) Unmarshal 

func (m *CostGraphDef_Node) Unmarshal(dAtA []byte) error

type CostGraphDef_Node_InputInfo 

type CostGraphDef_Node_InputInfo struct {
	PrecedingNode int32 `protobuf:"varint,1,opt,name=preceding_node,json=precedingNode,proto3" json:"preceding_node,omitempty"`
	PrecedingPort int32 `protobuf:"varint,2,opt,name=preceding_port,json=precedingPort,proto3" 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) Marshal 

func (m *CostGraphDef_Node_InputInfo) Marshal() (dAtA []byte, err error)

func (*CostGraphDef_Node_InputInfo) MarshalTo 

func (m *CostGraphDef_Node_InputInfo) MarshalTo(dAtA []byte) (int, error)

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) Size 

func (m *CostGraphDef_Node_InputInfo) Size() (n int)

func (*CostGraphDef_Node_InputInfo) String 

func (m *CostGraphDef_Node_InputInfo) String() string

func (*CostGraphDef_Node_InputInfo) Unmarshal 

func (m *CostGraphDef_Node_InputInfo) Unmarshal(dAtA []byte) error

type CostGraphDef_Node_OutputInfo 

type CostGraphDef_Node_OutputInfo struct {
	Size_ int64 `protobuf:"varint,1,opt,name=size,proto3" 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,proto3" json:"alias_input_port,omitempty"`
	Shape          *TensorShapeProto `protobuf:"bytes,3,opt,name=shape" json:"shape,omitempty"`
	Dtype          DataType          `protobuf:"varint,4,opt,name=dtype,proto3,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) Marshal 

func (m *CostGraphDef_Node_OutputInfo) Marshal() (dAtA []byte, err error)

func (*CostGraphDef_Node_OutputInfo) MarshalTo 

func (m *CostGraphDef_Node_OutputInfo) MarshalTo(dAtA []byte) (int, error)

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) Size 

func (m *CostGraphDef_Node_OutputInfo) Size() (n int)

func (*CostGraphDef_Node_OutputInfo) String 

func (m *CostGraphDef_Node_OutputInfo) String() string

func (*CostGraphDef_Node_OutputInfo) Unmarshal 

func (m *CostGraphDef_Node_OutputInfo) Unmarshal(dAtA []byte) error

type CreateSessionRequest 

type CreateSessionRequest struct {
	// The initial graph definition.
	GraphDef *GraphDef `protobuf:"bytes,1,opt,name=graph_def,json=graphDef" json:"graph_def,omitempty"`
	// Configuration options.
	Config *ConfigProto `protobuf:"bytes,2,opt,name=config" json:"config,omitempty"`
	// The target string used from the client's perspective.
	Target string `protobuf:"bytes,3,opt,name=target,proto3" json:"target,omitempty"`
}

func (*CreateSessionRequest) Descriptor 

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

func (*CreateSessionRequest) GetConfig 

func (m *CreateSessionRequest) GetConfig() *ConfigProto

func (*CreateSessionRequest) GetGraphDef 

func (m *CreateSessionRequest) GetGraphDef() *GraphDef

func (*CreateSessionRequest) GetTarget 

func (m *CreateSessionRequest) GetTarget() string

func (*CreateSessionRequest) Marshal 

func (m *CreateSessionRequest) Marshal() (dAtA []byte, err error)

func (*CreateSessionRequest) MarshalTo 

func (m *CreateSessionRequest) MarshalTo(dAtA []byte) (int, error)

func (*CreateSessionRequest) ProtoMessage 

func (*CreateSessionRequest) ProtoMessage()

func (*CreateSessionRequest) Reset 

func (m *CreateSessionRequest) Reset()

func (*CreateSessionRequest) Size 

func (m *CreateSessionRequest) Size() (n int)

func (*CreateSessionRequest) String 

func (m *CreateSessionRequest) String() string

func (*CreateSessionRequest) Unmarshal 

func (m *CreateSessionRequest) Unmarshal(dAtA []byte) error

type CreateSessionResponse 

type CreateSessionResponse struct {
	// The session handle to be used in subsequent calls for the created session.
	//
	// The client must arrange to call CloseSession with this returned
	// session handle to close the session.
	SessionHandle string `protobuf:"bytes,1,opt,name=session_handle,json=sessionHandle,proto3" json:"session_handle,omitempty"`
	// The initial version number for the graph, to be used in the next call
	// to ExtendSession.
	GraphVersion int64 `protobuf:"varint,2,opt,name=graph_version,json=graphVersion,proto3" json:"graph_version,omitempty"`
}

func (*CreateSessionResponse) Descriptor 

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

func (*CreateSessionResponse) GetGraphVersion 

func (m *CreateSessionResponse) GetGraphVersion() int64

func (*CreateSessionResponse) GetSessionHandle 

func (m *CreateSessionResponse) GetSessionHandle() string

func (*CreateSessionResponse) Marshal 

func (m *CreateSessionResponse) Marshal() (dAtA []byte, err error)

func (*CreateSessionResponse) MarshalTo 

func (m *CreateSessionResponse) MarshalTo(dAtA []byte) (int, error)

func (*CreateSessionResponse) ProtoMessage 

func (*CreateSessionResponse) ProtoMessage()

func (*CreateSessionResponse) Reset 

func (m *CreateSessionResponse) Reset()

func (*CreateSessionResponse) Size 

func (m *CreateSessionResponse) Size() (n int)

func (*CreateSessionResponse) String 

func (m *CreateSessionResponse) String() string

func (*CreateSessionResponse) Unmarshal 

func (m *CreateSessionResponse) Unmarshal(dAtA []byte) error

type CreateWorkerSessionRequest 

type CreateWorkerSessionRequest struct {
	// Sessions are identified by a given handle.
	SessionHandle string `protobuf:"bytes,1,opt,name=session_handle,json=sessionHandle,proto3" json:"session_handle,omitempty"`
	// Defines the configuration of a TensorFlow worker.
	ServerDef *ServerDef `protobuf:"bytes,2,opt,name=server_def,json=serverDef" json:"server_def,omitempty"`
}

func (*CreateWorkerSessionRequest) Descriptor 

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

func (*CreateWorkerSessionRequest) GetServerDef 

func (m *CreateWorkerSessionRequest) GetServerDef() *ServerDef

func (*CreateWorkerSessionRequest) GetSessionHandle 

func (m *CreateWorkerSessionRequest) GetSessionHandle() string

func (*CreateWorkerSessionRequest) Marshal 

func (m *CreateWorkerSessionRequest) Marshal() (dAtA []byte, err error)

func (*CreateWorkerSessionRequest) MarshalTo 

func (m *CreateWorkerSessionRequest) MarshalTo(dAtA []byte) (int, error)

func (*CreateWorkerSessionRequest) ProtoMessage 

func (*CreateWorkerSessionRequest) ProtoMessage()

func (*CreateWorkerSessionRequest) Reset 

func (m *CreateWorkerSessionRequest) Reset()

func (*CreateWorkerSessionRequest) Size 

func (m *CreateWorkerSessionRequest) Size() (n int)

func (*CreateWorkerSessionRequest) String 

func (m *CreateWorkerSessionRequest) String() string

func (*CreateWorkerSessionRequest) Unmarshal 

func (m *CreateWorkerSessionRequest) Unmarshal(dAtA []byte) error

type CreateWorkerSessionResponse 

type CreateWorkerSessionResponse struct {
}

func (*CreateWorkerSessionResponse) Descriptor 

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

func (*CreateWorkerSessionResponse) Marshal 

func (m *CreateWorkerSessionResponse) Marshal() (dAtA []byte, err error)

func (*CreateWorkerSessionResponse) MarshalTo 

func (m *CreateWorkerSessionResponse) MarshalTo(dAtA []byte) (int, error)

func (*CreateWorkerSessionResponse) ProtoMessage 

func (*CreateWorkerSessionResponse) ProtoMessage()

func (*CreateWorkerSessionResponse) Reset 

func (m *CreateWorkerSessionResponse) Reset()

func (*CreateWorkerSessionResponse) Size 

func (m *CreateWorkerSessionResponse) Size() (n int)

func (*CreateWorkerSessionResponse) String 

func (m *CreateWorkerSessionResponse) String() string

func (*CreateWorkerSessionResponse) Unmarshal 

func (m *CreateWorkerSessionResponse) Unmarshal(dAtA []byte) error

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
	// 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
)

func (DataType) EnumDescriptor 

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

func (DataType) String 

func (x DataType) String() string

type DebugOptions 

type DebugOptions struct {
	// Debugging options
	DebugTensorWatchOpts []*DebugTensorWatch `protobuf:"bytes,4,rep,name=debug_tensor_watch_opts,json=debugTensorWatchOpts" json:"debug_tensor_watch_opts,omitempty"`
	// Caller-specified global step count.
	// Note that this is distinct from the session run count and the executor
	// step count.
	GlobalStep int64 `protobuf:"varint,10,opt,name=global_step,json=globalStep,proto3" json:"global_step,omitempty"`
}

EXPERIMENTAL. Options for initializing DebuggerState.

func (*DebugOptions) Descriptor 

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

func (*DebugOptions) GetDebugTensorWatchOpts 

func (m *DebugOptions) GetDebugTensorWatchOpts() []*DebugTensorWatch

func (*DebugOptions) GetGlobalStep 

func (m *DebugOptions) GetGlobalStep() int64

func (*DebugOptions) Marshal 

func (m *DebugOptions) Marshal() (dAtA []byte, err error)

func (*DebugOptions) MarshalTo 

func (m *DebugOptions) MarshalTo(dAtA []byte) (int, error)

func (*DebugOptions) ProtoMessage 

func (*DebugOptions) ProtoMessage()

func (*DebugOptions) Reset 

func (m *DebugOptions) Reset()

func (*DebugOptions) Size 

func (m *DebugOptions) Size() (n int)

func (*DebugOptions) String 

func (m *DebugOptions) String() string

func (*DebugOptions) Unmarshal 

func (m *DebugOptions) Unmarshal(dAtA []byte) error

type DebugTensorWatch 

type DebugTensorWatch struct {
	// Name of the node to watch.
	NodeName string `protobuf:"bytes,1,opt,name=node_name,json=nodeName,proto3" json:"node_name,omitempty"`
	// Output slot to watch.
	// The semantics of output_slot == -1 is that the node is only watched for
	// completion, but not for any output tensors. See NodeCompletionCallback
	// in debug_gateway.h.
	// TODO(cais): Implement this semantics.
	OutputSlot int32 `protobuf:"varint,2,opt,name=output_slot,json=outputSlot,proto3" json:"output_slot,omitempty"`
	// Name(s) of the debugging op(s).
	// One or more than one probes on a tensor.
	// e.g., {"DebugIdentity", "DebugNanCount"}
	DebugOps []string `protobuf:"bytes,3,rep,name=debug_ops,json=debugOps" json:"debug_ops,omitempty"`
	// URL(s) for debug targets(s).
	//   E.g., "file:///foo/tfdbg_dump", "grpc://localhost:11011"
	// Each debug op listed in debug_ops will publish its output tensor (debug
	// signal) to all URLs in debug_urls.
	//
	// N.B. Session::Run() supports concurrent invocations of the same inputs
	// (feed keys), outputs and target nodes. If such concurrent invocations
	// are to be debugged, the callers of Session::Run() must use distinct
	// debug_urls to make sure that the streamed or dumped events do not overlap
	// among the invocations.
	// TODO(cais): More visible documentation of this in g3docs.
	DebugUrls []string `protobuf:"bytes,4,rep,name=debug_urls,json=debugUrls" json:"debug_urls,omitempty"`
	// Do not error out if debug op creation fails (e.g., due to dtype
	// incompatibility). Instead, just log the failure.
	TolerateDebugOpCreationFailures bool `` /* 161-byte string literal not displayed */
}

EXPERIMENTAL. Option for watching a node.

func (*DebugTensorWatch) Descriptor 

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

func (*DebugTensorWatch) GetDebugOps 

func (m *DebugTensorWatch) GetDebugOps() []string

func (*DebugTensorWatch) GetDebugUrls 

func (m *DebugTensorWatch) GetDebugUrls() []string

func (*DebugTensorWatch) GetNodeName 

func (m *DebugTensorWatch) GetNodeName() string

func (*DebugTensorWatch) GetOutputSlot 

func (m *DebugTensorWatch) GetOutputSlot() int32

func (*DebugTensorWatch) GetTolerateDebugOpCreationFailures 

func (m *DebugTensorWatch) GetTolerateDebugOpCreationFailures() bool

func (*DebugTensorWatch) Marshal 

func (m *DebugTensorWatch) Marshal() (dAtA []byte, err error)

func (*DebugTensorWatch) MarshalTo 

func (m *DebugTensorWatch) MarshalTo(dAtA []byte) (int, error)

func (*DebugTensorWatch) ProtoMessage 

func (*DebugTensorWatch) ProtoMessage()

func (*DebugTensorWatch) Reset 

func (m *DebugTensorWatch) Reset()

func (*DebugTensorWatch) Size 

func (m *DebugTensorWatch) Size() (n int)

func (*DebugTensorWatch) String 

func (m *DebugTensorWatch) String() string

func (*DebugTensorWatch) Unmarshal 

func (m *DebugTensorWatch) Unmarshal(dAtA []byte) error

type DeregisterGraphRequest 

type DeregisterGraphRequest struct {
	// The session_handle used when registering the graph. If session_handle is
	// empty, a single global namespace is used.
	SessionHandle string `protobuf:"bytes,2,opt,name=session_handle,json=sessionHandle,proto3" json:"session_handle,omitempty"`
	// REQUIRED: graph_handle must be returned by a RegisterGraph call
	// to the same WorkerService.
	GraphHandle string `protobuf:"bytes,1,opt,name=graph_handle,json=graphHandle,proto3" json:"graph_handle,omitempty"`
}

func (*DeregisterGraphRequest) Descriptor 

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

func (*DeregisterGraphRequest) GetGraphHandle 

func (m *DeregisterGraphRequest) GetGraphHandle() string

func (*DeregisterGraphRequest) GetSessionHandle 

func (m *DeregisterGraphRequest) GetSessionHandle() string

func (*DeregisterGraphRequest) Marshal 

func (m *DeregisterGraphRequest) Marshal() (dAtA []byte, err error)

func (*DeregisterGraphRequest) MarshalTo 

func (m *DeregisterGraphRequest) MarshalTo(dAtA []byte) (int, error)

func (*DeregisterGraphRequest) ProtoMessage 

func (*DeregisterGraphRequest) ProtoMessage()

func (*DeregisterGraphRequest) Reset 

func (m *DeregisterGraphRequest) Reset()

func (*DeregisterGraphRequest) Size 

func (m *DeregisterGraphRequest) Size() (n int)

func (*DeregisterGraphRequest) String 

func (m *DeregisterGraphRequest) String() string

func (*DeregisterGraphRequest) Unmarshal 

func (m *DeregisterGraphRequest) Unmarshal(dAtA []byte) error

type DeregisterGraphResponse 

type DeregisterGraphResponse struct {
}

func (*DeregisterGraphResponse) Descriptor 

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

func (*DeregisterGraphResponse) Marshal 

func (m *DeregisterGraphResponse) Marshal() (dAtA []byte, err error)

func (*DeregisterGraphResponse) MarshalTo 

func (m *DeregisterGraphResponse) MarshalTo(dAtA []byte) (int, error)

func (*DeregisterGraphResponse) ProtoMessage 

func (*DeregisterGraphResponse) ProtoMessage()

func (*DeregisterGraphResponse) Reset 

func (m *DeregisterGraphResponse) Reset()

func (*DeregisterGraphResponse) Size 

func (m *DeregisterGraphResponse) Size() (n int)

func (*DeregisterGraphResponse) String 

func (m *DeregisterGraphResponse) String() string

func (*DeregisterGraphResponse) Unmarshal 

func (m *DeregisterGraphResponse) Unmarshal(dAtA []byte) error

type DeviceAttributes 

type DeviceAttributes struct {
	// Fully specified name of the device within a cluster.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// String representation of device_type.
	DeviceType string `protobuf:"bytes,2,opt,name=device_type,json=deviceType,proto3" json:"device_type,omitempty"`
	// Memory capacity of device in bytes.
	MemoryLimit int64 `protobuf:"varint,4,opt,name=memory_limit,json=memoryLimit,proto3" 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,proto3" 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,proto3" 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) Marshal 

func (m *DeviceAttributes) Marshal() (dAtA []byte, err error)

func (*DeviceAttributes) MarshalTo 

func (m *DeviceAttributes) MarshalTo(dAtA []byte) (int, error)

func (*DeviceAttributes) ProtoMessage 

func (*DeviceAttributes) ProtoMessage()

func (*DeviceAttributes) Reset 

func (m *DeviceAttributes) Reset()

func (*DeviceAttributes) Size 

func (m *DeviceAttributes) Size() (n int)

func (*DeviceAttributes) String 

func (m *DeviceAttributes) String() string

func (*DeviceAttributes) Unmarshal 

func (m *DeviceAttributes) Unmarshal(dAtA []byte) error

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,proto3" json:"bus_id,omitempty"`
}

func (*DeviceLocality) Descriptor 

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

func (*DeviceLocality) GetBusId 

func (m *DeviceLocality) GetBusId() int32

func (*DeviceLocality) Marshal 

func (m *DeviceLocality) Marshal() (dAtA []byte, err error)

func (*DeviceLocality) MarshalTo 

func (m *DeviceLocality) MarshalTo(dAtA []byte) (int, error)

func (*DeviceLocality) ProtoMessage 

func (*DeviceLocality) ProtoMessage()

func (*DeviceLocality) Reset 

func (m *DeviceLocality) Reset()

func (*DeviceLocality) Size 

func (m *DeviceLocality) Size() (n int)

func (*DeviceLocality) String 

func (m *DeviceLocality) String() string

func (*DeviceLocality) Unmarshal 

func (m *DeviceLocality) Unmarshal(dAtA []byte) error

type DeviceProperties 

type DeviceProperties struct {
	// Device type (CPU, GPU, ...)
	Type string `protobuf:"bytes,1,opt,name=type,proto3" json:"type,omitempty"`
	// Vendor (Intel, nvidia, ...)
	Vendor string `protobuf:"bytes,2,opt,name=vendor,proto3" json:"vendor,omitempty"`
	// Model (Haswell, K40, ...)
	Model string `protobuf:"bytes,3,opt,name=model,proto3" json:"model,omitempty"`
	// Core Frequency in Mhz
	Frequency int64 `protobuf:"varint,4,opt,name=frequency,proto3" json:"frequency,omitempty"`
	// Number of cores
	NumCores int64 `protobuf:"varint,5,opt,name=num_cores,json=numCores,proto3" json:"num_cores,omitempty"`
	// Version of the tools and libraries used with this device (e.g. gcc 4.9,
	// cudnn 5.1)
	Environment map[string]string `` /* 156-byte string literal not displayed */
	// Number of registers per core.
	NumRegisters int64 `protobuf:"varint,7,opt,name=num_registers,json=numRegisters,proto3" json:"num_registers,omitempty"`
	// L1 cache size in bytes
	L1CacheSize int64 `protobuf:"varint,8,opt,name=l1_cache_size,json=l1CacheSize,proto3" json:"l1_cache_size,omitempty"`
	// L2 cache size in bytes
	L2CacheSize int64 `protobuf:"varint,9,opt,name=l2_cache_size,json=l2CacheSize,proto3" json:"l2_cache_size,omitempty"`
	// L3 cache size in bytes
	L3CacheSize int64 `protobuf:"varint,10,opt,name=l3_cache_size,json=l3CacheSize,proto3" json:"l3_cache_size,omitempty"`
	// Shared memory size per multiprocessor in bytes. This field is
	// applicable to GPUs only.
	SharedMemorySizePerMultiprocessor int64 `` /* 168-byte string literal not displayed */
	// Memory size in bytes
	MemorySize int64 `protobuf:"varint,12,opt,name=memory_size,json=memorySize,proto3" json:"memory_size,omitempty"`
	// Memory bandwidth in KB/s
	Bandwidth int64 `protobuf:"varint,13,opt,name=bandwidth,proto3" json:"bandwidth,omitempty"`
}

func (*DeviceProperties) Descriptor 

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

func (*DeviceProperties) GetBandwidth 

func (m *DeviceProperties) GetBandwidth() int64

func (*DeviceProperties) GetEnvironment 

func (m *DeviceProperties) GetEnvironment() map[string]string

func (*DeviceProperties) GetFrequency 

func (m *DeviceProperties) GetFrequency() int64

func (*DeviceProperties) GetL1CacheSize 

func (m *DeviceProperties) GetL1CacheSize() int64

func (*DeviceProperties) GetL2CacheSize 

func (m *DeviceProperties) GetL2CacheSize() int64

func (*DeviceProperties) GetL3CacheSize 

func (m *DeviceProperties) GetL3CacheSize() int64

func (*DeviceProperties) GetMemorySize 

func (m *DeviceProperties) GetMemorySize() int64

func (*DeviceProperties) GetModel 

func (m *DeviceProperties) GetModel() string

func (*DeviceProperties) GetNumCores 

func (m *DeviceProperties) GetNumCores() int64

func (*DeviceProperties) GetNumRegisters 

func (m *DeviceProperties) GetNumRegisters() int64

func (*DeviceProperties) GetSharedMemorySizePerMultiprocessor 

func (m *DeviceProperties) GetSharedMemorySizePerMultiprocessor() int64

func (*DeviceProperties) GetType 

func (m *DeviceProperties) GetType() string

func (*DeviceProperties) GetVendor 

func (m *DeviceProperties) GetVendor() string

func (*DeviceProperties) Marshal 

func (m *DeviceProperties) Marshal() (dAtA []byte, err error)

func (*DeviceProperties) MarshalTo 

func (m *DeviceProperties) MarshalTo(dAtA []byte) (int, error)

func (*DeviceProperties) ProtoMessage 

func (*DeviceProperties) ProtoMessage()

func (*DeviceProperties) Reset 

func (m *DeviceProperties) Reset()

func (*DeviceProperties) Size 

func (m *DeviceProperties) Size() (n int)

func (*DeviceProperties) String 

func (m *DeviceProperties) String() string

func (*DeviceProperties) Unmarshal 

func (m *DeviceProperties) Unmarshal(dAtA []byte) error

type DeviceStepStats 

type DeviceStepStats struct {
	Device    string           `protobuf:"bytes,1,opt,name=device,proto3" 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) Marshal 

func (m *DeviceStepStats) Marshal() (dAtA []byte, err error)

func (*DeviceStepStats) MarshalTo 

func (m *DeviceStepStats) MarshalTo(dAtA []byte) (int, error)

func (*DeviceStepStats) ProtoMessage 

func (*DeviceStepStats) ProtoMessage()

func (*DeviceStepStats) Reset 

func (m *DeviceStepStats) Reset()

func (*DeviceStepStats) Size 

func (m *DeviceStepStats) Size() (n int)

func (*DeviceStepStats) String 

func (m *DeviceStepStats) String() string

func (*DeviceStepStats) Unmarshal 

func (m *DeviceStepStats) Unmarshal(dAtA []byte) error

type Error 

type Error struct {
}

func (*Error) Descriptor 

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

func (*Error) Marshal 

func (m *Error) Marshal() (dAtA []byte, err error)

func (*Error) MarshalTo 

func (m *Error) MarshalTo(dAtA []byte) (int, error)

func (*Error) ProtoMessage 

func (*Error) ProtoMessage()

func (*Error) Reset 

func (m *Error) Reset()

func (*Error) Size 

func (m *Error) Size() (n int)

func (*Error) String 

func (m *Error) String() string

func (*Error) Unmarshal 

func (m *Error) Unmarshal(dAtA []byte) error

type Error_Code 

type Error_Code int32

The canonical error codes for TensorFlow APIs.

Warnings:

  • Do not change any numeric assignments.
  • Changes to this list should only be made if there is a compelling need that can't be satisfied in another way. Such changes must be approved by at least two OWNERS.

Sometimes multiple error codes may apply. Services should return the most specific error code that applies. For example, prefer OUT_OF_RANGE over FAILED_PRECONDITION if both codes apply. Similarly prefer NOT_FOUND or ALREADY_EXISTS over FAILED_PRECONDITION. 

const (
	// Not an error; returned on success
	Error_OK Error_Code = 0
	// The operation was cancelled (typically by the caller).
	Error_CANCELLED Error_Code = 1
	// Unknown error.  An example of where this error may be returned is
	// if a Status value received from another address space belongs to
	// an error-space that is not known in this address space.  Also
	// errors raised by APIs that do not return enough error information
	// may be converted to this error.
	Error_UNKNOWN Error_Code = 2
	// Client specified an invalid argument.  Note that this differs
	// from FAILED_PRECONDITION.  INVALID_ARGUMENT indicates arguments
	// that are problematic regardless of the state of the system
	// (e.g., a malformed file name).
	Error_INVALID_ARGUMENT Error_Code = 3
	// Deadline expired before operation could complete.  For operations
	// that change the state of the system, this error may be returned
	// even if the operation has completed successfully.  For example, a
	// successful response from a server could have been delayed long
	// enough for the deadline to expire.
	Error_DEADLINE_EXCEEDED Error_Code = 4
	// Some requested entity (e.g., file or directory) was not found.
	// For privacy reasons, this code *may* be returned when the client
	// does not have the access right to the entity.
	Error_NOT_FOUND Error_Code = 5
	// Some entity that we attempted to create (e.g., file or directory)
	// already exists.
	Error_ALREADY_EXISTS Error_Code = 6
	// The caller does not have permission to execute the specified
	// operation.  PERMISSION_DENIED must not be used for rejections
	// caused by exhausting some resource (use RESOURCE_EXHAUSTED
	// instead for those errors).  PERMISSION_DENIED must not be
	// used if the caller can not be identified (use UNAUTHENTICATED
	// instead for those errors).
	Error_PERMISSION_DENIED Error_Code = 7
	// The request does not have valid authentication credentials for the
	// operation.
	Error_UNAUTHENTICATED Error_Code = 16
	// Some resource has been exhausted, perhaps a per-user quota, or
	// perhaps the entire file system is out of space.
	Error_RESOURCE_EXHAUSTED Error_Code = 8
	// Operation was rejected because the system is not in a state
	// required for the operation's execution.  For example, directory
	// to be deleted may be non-empty, an rmdir operation is applied to
	// a non-directory, etc.
	//
	// A litmus test that may help a service implementor in deciding
	// between FAILED_PRECONDITION, ABORTED, and UNAVAILABLE:
	//  (a) Use UNAVAILABLE if the client can retry just the failing call.
	//  (b) Use ABORTED if the client should retry at a higher-level
	//      (e.g., restarting a read-modify-write sequence).
	//  (c) Use FAILED_PRECONDITION if the client should not retry until
	//      the system state has been explicitly fixed.  E.g., if an "rmdir"
	//      fails because the directory is non-empty, FAILED_PRECONDITION
	//      should be returned since the client should not retry unless
	//      they have first fixed up the directory by deleting files from it.
	//  (d) Use FAILED_PRECONDITION if the client performs conditional
	//      REST Get/Update/Delete on a resource and the resource on the
	//      server does not match the condition. E.g., conflicting
	//      read-modify-write on the same resource.
	Error_FAILED_PRECONDITION Error_Code = 9
	// The operation was aborted, typically due to a concurrency issue
	// like sequencer check failures, transaction aborts, etc.
	//
	// See litmus test above for deciding between FAILED_PRECONDITION,
	// ABORTED, and UNAVAILABLE.
	Error_ABORTED Error_Code = 10
	// Operation tried to iterate past the valid input range.  E.g., seeking or
	// reading past end of file.
	//
	// Unlike INVALID_ARGUMENT, this error indicates a problem that may
	// be fixed if the system state changes. For example, a 32-bit file
	// system will generate INVALID_ARGUMENT if asked to read at an
	// offset that is not in the range [0,2^32-1], but it will generate
	// OUT_OF_RANGE if asked to read from an offset past the current
	// file size.
	//
	// There is a fair bit of overlap between FAILED_PRECONDITION and
	// OUT_OF_RANGE.  We recommend using OUT_OF_RANGE (the more specific
	// error) when it applies so that callers who are iterating through
	// a space can easily look for an OUT_OF_RANGE error to detect when
	// they are done.
	Error_OUT_OF_RANGE Error_Code = 11
	// Operation is not implemented or not supported/enabled in this service.
	Error_UNIMPLEMENTED Error_Code = 12
	// Internal errors.  Means some invariants expected by underlying
	// system has been broken.  If you see one of these errors,
	// something is very broken.
	Error_INTERNAL Error_Code = 13
	// The service is currently unavailable.  This is a most likely a
	// transient condition and may be corrected by retrying with
	// a backoff.
	//
	// See litmus test above for deciding between FAILED_PRECONDITION,
	// ABORTED, and UNAVAILABLE.
	Error_UNAVAILABLE Error_Code = 14
	// Unrecoverable data loss or corruption.
	Error_DATA_LOSS Error_Code = 15
	// An extra enum entry to prevent people from writing code that
	// fails to compile when a new code is added.
	//
	// Nobody should ever reference this enumeration entry. In particular,
	// if you write C++ code that switches on this enumeration, add a default:
	// case instead of a case that mentions this enumeration entry.
	//
	// Nobody should rely on the value (currently 20) listed here.  It
	// may change in the future.
	Error_DO_NOT_USE_RESERVED_FOR_FUTURE_EXPANSION_USE_DEFAULT_IN_SWITCH_INSTEAD_ Error_Code = 20
)

func (Error_Code) EnumDescriptor 

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

func (Error_Code) String 

func (x Error_Code) String() string

type ExecutorOpts 

type ExecutorOpts struct {
	RecordCosts    bool `protobuf:"varint,1,opt,name=record_costs,json=recordCosts,proto3" json:"record_costs,omitempty"`
	RecordTimeline bool `protobuf:"varint,3,opt,name=record_timeline,json=recordTimeline,proto3" json:"record_timeline,omitempty"`
}

Options specific to the execution of a single step.

func (*ExecutorOpts) Descriptor 

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

func (*ExecutorOpts) GetRecordCosts 

func (m *ExecutorOpts) GetRecordCosts() bool

func (*ExecutorOpts) GetRecordTimeline 

func (m *ExecutorOpts) GetRecordTimeline() bool

func (*ExecutorOpts) Marshal 

func (m *ExecutorOpts) Marshal() (dAtA []byte, err error)

func (*ExecutorOpts) MarshalTo 

func (m *ExecutorOpts) MarshalTo(dAtA []byte) (int, error)

func (*ExecutorOpts) ProtoMessage 

func (*ExecutorOpts) ProtoMessage()

func (*ExecutorOpts) Reset 

func (m *ExecutorOpts) Reset()

func (*ExecutorOpts) Size 

func (m *ExecutorOpts) Size() (n int)

func (*ExecutorOpts) String 

func (m *ExecutorOpts) String() string

func (*ExecutorOpts) Unmarshal 

func (m *ExecutorOpts) Unmarshal(dAtA []byte) error

type ExtendSessionRequest 

type ExtendSessionRequest struct {
	// REQUIRED: session_handle must be returned by a CreateSession call
	// to the same master service.
	SessionHandle string `protobuf:"bytes,1,opt,name=session_handle,json=sessionHandle,proto3" json:"session_handle,omitempty"`
	// REQUIRED: The nodes to be added to the session's graph. If any node has
	// the same name as an existing node, the operation will fail with
	// ILLEGAL_ARGUMENT.
	GraphDef *GraphDef `protobuf:"bytes,2,opt,name=graph_def,json=graphDef" json:"graph_def,omitempty"`
	// REQUIRED: The version number of the graph to be extended. This will be
	// tested against the current server-side version number, and the operation
	// will fail with FAILED_PRECONDITION if they do not match.
	CurrentGraphVersion int64 `protobuf:"varint,3,opt,name=current_graph_version,json=currentGraphVersion,proto3" json:"current_graph_version,omitempty"`
}

func (*ExtendSessionRequest) Descriptor 

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

func (*ExtendSessionRequest) GetCurrentGraphVersion 

func (m *ExtendSessionRequest) GetCurrentGraphVersion() int64

func (*ExtendSessionRequest) GetGraphDef 

func (m *ExtendSessionRequest) GetGraphDef() *GraphDef

func (*ExtendSessionRequest) GetSessionHandle 

func (m *ExtendSessionRequest) GetSessionHandle() string

func (*ExtendSessionRequest) Marshal 

func (m *ExtendSessionRequest) Marshal() (dAtA []byte, err error)

func (*ExtendSessionRequest) MarshalTo 

func (m *ExtendSessionRequest) MarshalTo(dAtA []byte) (int, error)

func (*ExtendSessionRequest) ProtoMessage 

func (*ExtendSessionRequest) ProtoMessage()

func (*ExtendSessionRequest) Reset 

func (m *ExtendSessionRequest) Reset()

func (*ExtendSessionRequest) Size 

func (m *ExtendSessionRequest) Size() (n int)

func (*ExtendSessionRequest) String 

func (m *ExtendSessionRequest) String() string

func (*ExtendSessionRequest) Unmarshal 

func (m *ExtendSessionRequest) Unmarshal(dAtA []byte) error

type ExtendSessionResponse 

type ExtendSessionResponse struct {
	// The new version number for the extended graph, to be used in the next call
	// to ExtendSession.
	NewGraphVersion int64 `protobuf:"varint,4,opt,name=new_graph_version,json=newGraphVersion,proto3" json:"new_graph_version,omitempty"`
}

func (*ExtendSessionResponse) Descriptor 

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

func (*ExtendSessionResponse) GetNewGraphVersion 

func (m *ExtendSessionResponse) GetNewGraphVersion() int64

func (*ExtendSessionResponse) Marshal 

func (m *ExtendSessionResponse) Marshal() (dAtA []byte, err error)

func (*ExtendSessionResponse) MarshalTo 

func (m *ExtendSessionResponse) MarshalTo(dAtA []byte) (int, error)

func (*ExtendSessionResponse) ProtoMessage 

func (*ExtendSessionResponse) ProtoMessage()

func (*ExtendSessionResponse) Reset 

func (m *ExtendSessionResponse) Reset()

func (*ExtendSessionResponse) Size 

func (m *ExtendSessionResponse) Size() (n int)

func (*ExtendSessionResponse) String 

func (m *ExtendSessionResponse) String() string

func (*ExtendSessionResponse) Unmarshal 

func (m *ExtendSessionResponse) Unmarshal(dAtA []byte) error

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 `` /* 135-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 `` /* 140-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) Marshal 

func (m *FunctionDef) Marshal() (dAtA []byte, err error)

func (*FunctionDef) MarshalTo 

func (m *FunctionDef) MarshalTo(dAtA []byte) (int, error)

func (*FunctionDef) ProtoMessage 

func (*FunctionDef) ProtoMessage()

func (*FunctionDef) Reset 

func (m *FunctionDef) Reset()

func (*FunctionDef) Size 

func (m *FunctionDef) Size() (n int)

func (*FunctionDef) String 

func (m *FunctionDef) String() string

func (*FunctionDef) Unmarshal 

func (m *FunctionDef) Unmarshal(dAtA []byte) error

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) Marshal 

func (m *FunctionDefLibrary) Marshal() (dAtA []byte, err error)

func (*FunctionDefLibrary) MarshalTo 

func (m *FunctionDefLibrary) MarshalTo(dAtA []byte) (int, error)

func (*FunctionDefLibrary) ProtoMessage 

func (*FunctionDefLibrary) ProtoMessage()

func (*FunctionDefLibrary) Reset 

func (m *FunctionDefLibrary) Reset()

func (*FunctionDefLibrary) Size 

func (m *FunctionDefLibrary) Size() (n int)

func (*FunctionDefLibrary) String 

func (m *FunctionDefLibrary) String() string

func (*FunctionDefLibrary) Unmarshal 

func (m *FunctionDefLibrary) Unmarshal(dAtA []byte) error

type GPUOptions 

type GPUOptions struct {
	// A value between 0 and 1 that indicates what fraction of the
	// available GPU memory to pre-allocate for each process.  1 means
	// to pre-allocate all of the GPU memory, 0.5 means the process
	// allocates ~50% of the available GPU memory.
	PerProcessGpuMemoryFraction float64 `` /* 150-byte string literal not displayed */
	// The type of GPU allocation strategy to use.
	//
	// Allowed values:
	// "": The empty string (default) uses a system-chosen default
	//     which may change over time.
	//
	// "BFC": A "Best-fit with coalescing" algorithm, simplified from a
	//        version of dlmalloc.
	AllocatorType string `protobuf:"bytes,2,opt,name=allocator_type,json=allocatorType,proto3" json:"allocator_type,omitempty"`
	// Delay deletion of up to this many bytes to reduce the number of
	// interactions with gpu driver code.  If 0, the system chooses
	// a reasonable default (several MBs).
	DeferredDeletionBytes int64 `` /* 127-byte string literal not displayed */
	// If true, the allocator does not pre-allocate the entire specified
	// GPU memory region, instead starting small and growing as needed.
	AllowGrowth bool `protobuf:"varint,4,opt,name=allow_growth,json=allowGrowth,proto3" json:"allow_growth,omitempty"`
	// A comma-separated list of GPU ids that determines the 'visible'
	// to 'virtual' mapping of GPU devices.  For example, if TensorFlow
	// can see 8 GPU devices in the process, and one wanted to map
	// visible GPU devices 5 and 3 as "/gpu:0", and "/gpu:1", then one
	// would specify this field as "5,3".  This field is similar in
	// spirit to the CUDA_VISIBLE_DEVICES environment variable, except
	// it applies to the visible GPU devices in the process.
	//
	// NOTE: The GPU driver provides the process with the visible GPUs
	// in an order which is not guaranteed to have any correlation to
	// the *physical* GPU id in the machine.  This field is used for
	// remapping "visible" to "virtual", which means this operates only
	// after the process starts.  Users are required to use vendor
	// specific mechanisms (e.g., CUDA_VISIBLE_DEVICES) to control the
	// physical to visible device mapping prior to invoking TensorFlow.
	VisibleDeviceList string `protobuf:"bytes,5,opt,name=visible_device_list,json=visibleDeviceList,proto3" json:"visible_device_list,omitempty"`
	// In the event polling loop sleep this many microseconds between
	// PollEvents calls, when the queue is not empty.  If value is not
	// set or set to 0, gets set to a non-zero default.
	PollingActiveDelayUsecs int32 `` /* 135-byte string literal not displayed */
	// In the event polling loop sleep this many millisconds between
	// PollEvents calls, when the queue is empty.  If value is not
	// set or set to 0, gets set to a non-zero default.
	PollingInactiveDelayMsecs int32 `` /* 141-byte string literal not displayed */
	// Force all tensors to be gpu_compatible. On a GPU-enabled TensorFlow,
	// enabling this option forces all CPU tensors to be allocated with Cuda
	// pinned memory. Normally, TensorFlow will infer which tensors should be
	// allocated as the pinned memory. But in case where the inference is
	// incomplete, this option can significantly speed up the cross-device memory
	// copy performance as long as it fits the memory.
	// Note that this option is not something that should be
	// enabled by default for unknown or very large models, since all Cuda pinned
	// memory is unpageable, having too much pinned memory might negatively impact
	// the overall host system performance.
	ForceGpuCompatible bool `protobuf:"varint,8,opt,name=force_gpu_compatible,json=forceGpuCompatible,proto3" json:"force_gpu_compatible,omitempty"`
}

func (*GPUOptions) Descriptor 

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

func (*GPUOptions) GetAllocatorType 

func (m *GPUOptions) GetAllocatorType() string

func (*GPUOptions) GetAllowGrowth 

func (m *GPUOptions) GetAllowGrowth() bool

func (*GPUOptions) GetDeferredDeletionBytes 

func (m *GPUOptions) GetDeferredDeletionBytes() int64

func (*GPUOptions) GetForceGpuCompatible 

func (m *GPUOptions) GetForceGpuCompatible() bool

func (*GPUOptions) GetPerProcessGpuMemoryFraction 

func (m *GPUOptions) GetPerProcessGpuMemoryFraction() float64

func (*GPUOptions) GetPollingActiveDelayUsecs 

func (m *GPUOptions) GetPollingActiveDelayUsecs() int32

func (*GPUOptions) GetPollingInactiveDelayMsecs 

func (m *GPUOptions) GetPollingInactiveDelayMsecs() int32

func (*GPUOptions) GetVisibleDeviceList 

func (m *GPUOptions) GetVisibleDeviceList() string

func (*GPUOptions) Marshal 

func (m *GPUOptions) Marshal() (dAtA []byte, err error)

func (*GPUOptions) MarshalTo 

func (m *GPUOptions) MarshalTo(dAtA []byte) (int, error)

func (*GPUOptions) ProtoMessage 

func (*GPUOptions) ProtoMessage()

func (*GPUOptions) Reset 

func (m *GPUOptions) Reset()

func (*GPUOptions) Size 

func (m *GPUOptions) Size() (n int)

func (*GPUOptions) String 

func (m *GPUOptions) String() string

func (*GPUOptions) Unmarshal 

func (m *GPUOptions) Unmarshal(dAtA []byte) error

type GetStatusRequest 

type GetStatusRequest struct {
}

func (*GetStatusRequest) Descriptor 

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

func (*GetStatusRequest) Marshal 

func (m *GetStatusRequest) Marshal() (dAtA []byte, err error)

func (*GetStatusRequest) MarshalTo 

func (m *GetStatusRequest) MarshalTo(dAtA []byte) (int, error)

func (*GetStatusRequest) ProtoMessage 

func (*GetStatusRequest) ProtoMessage()

func (*GetStatusRequest) Reset 

func (m *GetStatusRequest) Reset()

func (*GetStatusRequest) Size 

func (m *GetStatusRequest) Size() (n int)

func (*GetStatusRequest) String 

func (m *GetStatusRequest) String() string

func (*GetStatusRequest) Unmarshal 

func (m *GetStatusRequest) Unmarshal(dAtA []byte) error

type GetStatusResponse 

type GetStatusResponse struct {
	DeviceAttributes []*DeviceAttributes `protobuf:"bytes,1,rep,name=device_attributes,json=deviceAttributes" json:"device_attributes,omitempty"`
}

func (*GetStatusResponse) Descriptor 

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

func (*GetStatusResponse) GetDeviceAttributes 

func (m *GetStatusResponse) GetDeviceAttributes() []*DeviceAttributes

func (*GetStatusResponse) Marshal 

func (m *GetStatusResponse) Marshal() (dAtA []byte, err error)

func (*GetStatusResponse) MarshalTo 

func (m *GetStatusResponse) MarshalTo(dAtA []byte) (int, error)

func (*GetStatusResponse) ProtoMessage 

func (*GetStatusResponse) ProtoMessage()

func (*GetStatusResponse) Reset 

func (m *GetStatusResponse) Reset()

func (*GetStatusResponse) Size 

func (m *GetStatusResponse) Size() (n int)

func (*GetStatusResponse) String 

func (m *GetStatusResponse) String() string

func (*GetStatusResponse) Unmarshal 

func (m *GetStatusResponse) Unmarshal(dAtA []byte) error

type GradientDef 

type GradientDef struct {
	FunctionName string `protobuf:"bytes,1,opt,name=function_name,json=functionName,proto3" json:"function_name,omitempty"`
	GradientFunc string `protobuf:"bytes,2,opt,name=gradient_func,json=gradientFunc,proto3" 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) Marshal 

func (m *GradientDef) Marshal() (dAtA []byte, err error)

func (*GradientDef) MarshalTo 

func (m *GradientDef) MarshalTo(dAtA []byte) (int, error)

func (*GradientDef) ProtoMessage 

func (*GradientDef) ProtoMessage()

func (*GradientDef) Reset 

func (m *GradientDef) Reset()

func (*GradientDef) Size 

func (m *GradientDef) Size() (n int)

func (*GradientDef) String 

func (m *GradientDef) String() string

func (*GradientDef) Unmarshal 

func (m *GradientDef) Unmarshal(dAtA []byte) error

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,proto3" 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) Marshal 

func (m *GraphDef) Marshal() (dAtA []byte, err error)

func (*GraphDef) MarshalTo 

func (m *GraphDef) MarshalTo(dAtA []byte) (int, error)

func (*GraphDef) ProtoMessage 

func (*GraphDef) ProtoMessage()

func (*GraphDef) Reset 

func (m *GraphDef) Reset()

func (*GraphDef) Size 

func (m *GraphDef) Size() (n int)

func (*GraphDef) String 

func (m *GraphDef) String() string

func (*GraphDef) Unmarshal 

func (m *GraphDef) Unmarshal(dAtA []byte) error

type GraphOptions 

type GraphOptions struct {
	// If true, use control flow to schedule the activation of Recv nodes.
	// (Currently ignored.)
	EnableRecvScheduling bool `protobuf:"varint,2,opt,name=enable_recv_scheduling,json=enableRecvScheduling,proto3" json:"enable_recv_scheduling,omitempty"`
	// Options controlling how graph is optimized.
	OptimizerOptions *OptimizerOptions `protobuf:"bytes,3,opt,name=optimizer_options,json=optimizerOptions" json:"optimizer_options,omitempty"`
	// The number of steps to run before returning a cost model detailing
	// the memory usage and performance of each node of the graph. 0 means
	// no cost model.
	BuildCostModel int64 `protobuf:"varint,4,opt,name=build_cost_model,json=buildCostModel,proto3" json:"build_cost_model,omitempty"`
	// The number of steps to skip before collecting statistics for the
	// cost model.
	BuildCostModelAfter int64 `protobuf:"varint,9,opt,name=build_cost_model_after,json=buildCostModelAfter,proto3" json:"build_cost_model_after,omitempty"`
	// Annotate each Node with Op output shape data, to the extent it can
	// be statically inferred.
	InferShapes bool `protobuf:"varint,5,opt,name=infer_shapes,json=inferShapes,proto3" json:"infer_shapes,omitempty"`
	// Only place the subgraphs that are run, rather than the entire graph.
	//
	// This is useful for interactive graph building, where one might
	// produce graphs that cannot be placed during the debugging
	// process.  In particular, it allows the client to continue work in
	// a session after adding a node to a graph whose placement
	// constraints are unsatisfiable.
	PlacePrunedGraph bool `protobuf:"varint,6,opt,name=place_pruned_graph,json=placePrunedGraph,proto3" json:"place_pruned_graph,omitempty"`
	// If true, transfer float values between processes as bfloat16.
	EnableBfloat16Sendrecv bool `` /* 130-byte string literal not displayed */
	// If > 0, record a timeline every this many steps.
	// EXPERIMENTAL: This currently has no effect in MasterSession.
	TimelineStep int32 `protobuf:"varint,8,opt,name=timeline_step,json=timelineStep,proto3" json:"timeline_step,omitempty"`
	// Options that control the type and amount of graph rewriting.
	RewriteOptions *RewriterConfig `protobuf:"bytes,10,opt,name=rewrite_options,json=rewriteOptions" json:"rewrite_options,omitempty"`
}

func (*GraphOptions) Descriptor 

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

func (*GraphOptions) GetBuildCostModel 

func (m *GraphOptions) GetBuildCostModel() int64

func (*GraphOptions) GetBuildCostModelAfter 

func (m *GraphOptions) GetBuildCostModelAfter() int64

func (*GraphOptions) GetEnableBfloat16Sendrecv 

func (m *GraphOptions) GetEnableBfloat16Sendrecv() bool

func (*GraphOptions) GetEnableRecvScheduling 

func (m *GraphOptions) GetEnableRecvScheduling() bool

func (*GraphOptions) GetInferShapes 

func (m *GraphOptions) GetInferShapes() bool

func (*GraphOptions) GetOptimizerOptions 

func (m *GraphOptions) GetOptimizerOptions() *OptimizerOptions

func (*GraphOptions) GetPlacePrunedGraph 

func (m *GraphOptions) GetPlacePrunedGraph() bool

func (*GraphOptions) GetRewriteOptions 

func (m *GraphOptions) GetRewriteOptions() *RewriterConfig

func (*GraphOptions) GetTimelineStep 

func (m *GraphOptions) GetTimelineStep() int32

func (*GraphOptions) Marshal 

func (m *GraphOptions) Marshal() (dAtA []byte, err error)

func (*GraphOptions) MarshalTo 

func (m *GraphOptions) MarshalTo(dAtA []byte) (int, error)

func (*GraphOptions) ProtoMessage 

func (*GraphOptions) ProtoMessage()

func (*GraphOptions) Reset 

func (m *GraphOptions) Reset()

func (*GraphOptions) Size 

func (m *GraphOptions) Size() (n int)

func (*GraphOptions) String 

func (m *GraphOptions) String() string

func (*GraphOptions) Unmarshal 

func (m *GraphOptions) Unmarshal(dAtA []byte) error

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,proto3,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) Marshal 

func (m *GraphTransferInfo) Marshal() (dAtA []byte, err error)

func (*GraphTransferInfo) MarshalTo 

func (m *GraphTransferInfo) MarshalTo(dAtA []byte) (int, error)

func (*GraphTransferInfo) ProtoMessage 

func (*GraphTransferInfo) ProtoMessage()

func (*GraphTransferInfo) Reset 

func (m *GraphTransferInfo) Reset()

func (*GraphTransferInfo) Size 

func (m *GraphTransferInfo) Size() (n int)

func (*GraphTransferInfo) String 

func (m *GraphTransferInfo) String() string

func (*GraphTransferInfo) Unmarshal 

func (m *GraphTransferInfo) Unmarshal(dAtA []byte) error

type GraphTransferInfo_ConstNodeInfo 

type GraphTransferInfo_ConstNodeInfo struct {
	Name   string   `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	NodeId int32    `protobuf:"varint,2,opt,name=node_id,json=nodeId,proto3" 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,proto3,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) Marshal 

func (m *GraphTransferInfo_ConstNodeInfo) Marshal() (dAtA []byte, err error)

func (*GraphTransferInfo_ConstNodeInfo) MarshalTo 

func (m *GraphTransferInfo_ConstNodeInfo) MarshalTo(dAtA []byte) (int, error)

func (*GraphTransferInfo_ConstNodeInfo) ProtoMessage 

func (*GraphTransferInfo_ConstNodeInfo) ProtoMessage()

func (*GraphTransferInfo_ConstNodeInfo) Reset 

func (m *GraphTransferInfo_ConstNodeInfo) Reset()

func (*GraphTransferInfo_ConstNodeInfo) Size 

func (m *GraphTransferInfo_ConstNodeInfo) Size() (n int)

func (*GraphTransferInfo_ConstNodeInfo) String 

func (m *GraphTransferInfo_ConstNodeInfo) String() string

func (*GraphTransferInfo_ConstNodeInfo) Unmarshal 

func (m *GraphTransferInfo_ConstNodeInfo) Unmarshal(dAtA []byte) error

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,proto3" json:"name,omitempty"`
	Shape []int64  `protobuf:"varint,2,rep,packed,name=shape" json:"shape,omitempty"`
	Dtype DataType `protobuf:"varint,3,opt,name=dtype,proto3,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) Marshal 

func (m *GraphTransferInfo_GraphInputNodeInfo) Marshal() (dAtA []byte, err error)

func (*GraphTransferInfo_GraphInputNodeInfo) MarshalTo 

func (m *GraphTransferInfo_GraphInputNodeInfo) MarshalTo(dAtA []byte) (int, error)

func (*GraphTransferInfo_GraphInputNodeInfo) ProtoMessage 

func (*GraphTransferInfo_GraphInputNodeInfo) ProtoMessage()

func (*GraphTransferInfo_GraphInputNodeInfo) Reset 

func (m *GraphTransferInfo_GraphInputNodeInfo) Reset()

func (*GraphTransferInfo_GraphInputNodeInfo) Size 

func (m *GraphTransferInfo_GraphInputNodeInfo) Size() (n int)

func (*GraphTransferInfo_GraphInputNodeInfo) String 

func (m *GraphTransferInfo_GraphInputNodeInfo) String() string

func (*GraphTransferInfo_GraphInputNodeInfo) Unmarshal 

func (m *GraphTransferInfo_GraphInputNodeInfo) Unmarshal(dAtA []byte) error

type GraphTransferInfo_GraphOutputNodeInfo 

type GraphTransferInfo_GraphOutputNodeInfo struct {
	Name  string   `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	Shape []int64  `protobuf:"varint,2,rep,packed,name=shape" json:"shape,omitempty"`
	Dtype DataType `protobuf:"varint,3,opt,name=dtype,proto3,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) Marshal 

func (m *GraphTransferInfo_GraphOutputNodeInfo) Marshal() (dAtA []byte, err error)

func (*GraphTransferInfo_GraphOutputNodeInfo) MarshalTo 

func (m *GraphTransferInfo_GraphOutputNodeInfo) MarshalTo(dAtA []byte) (int, error)

func (*GraphTransferInfo_GraphOutputNodeInfo) ProtoMessage 

func (*GraphTransferInfo_GraphOutputNodeInfo) ProtoMessage()

func (*GraphTransferInfo_GraphOutputNodeInfo) Reset 

func (m *GraphTransferInfo_GraphOutputNodeInfo) Reset()

func (*GraphTransferInfo_GraphOutputNodeInfo) Size 

func (m *GraphTransferInfo_GraphOutputNodeInfo) Size() (n int)

func (*GraphTransferInfo_GraphOutputNodeInfo) String 

func (m *GraphTransferInfo_GraphOutputNodeInfo) String() string

func (*GraphTransferInfo_GraphOutputNodeInfo) Unmarshal 

func (m *GraphTransferInfo_GraphOutputNodeInfo) Unmarshal(dAtA []byte) error

type GraphTransferInfo_NodeInfo 

type GraphTransferInfo_NodeInfo struct {
	Name        string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	NodeId      int32  `protobuf:"varint,2,opt,name=node_id,json=nodeId,proto3" json:"node_id,omitempty"`
	TypeName    string `protobuf:"bytes,3,opt,name=type_name,json=typeName,proto3" json:"type_name,omitempty"`
	SocOpId     int32  `protobuf:"varint,4,opt,name=soc_op_id,json=socOpId,proto3" json:"soc_op_id,omitempty"`
	PaddingId   int32  `protobuf:"varint,5,opt,name=padding_id,json=paddingId,proto3" json:"padding_id,omitempty"`
	InputCount  int32  `protobuf:"varint,6,opt,name=input_count,json=inputCount,proto3" json:"input_count,omitempty"`
	OutputCount int32  `protobuf:"varint,7,opt,name=output_count,json=outputCount,proto3" 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) Marshal 

func (m *GraphTransferInfo_NodeInfo) Marshal() (dAtA []byte, err error)

func (*GraphTransferInfo_NodeInfo) MarshalTo 

func (m *GraphTransferInfo_NodeInfo) MarshalTo(dAtA []byte) (int, error)

func (*GraphTransferInfo_NodeInfo) ProtoMessage 

func (*GraphTransferInfo_NodeInfo) ProtoMessage()

func (*GraphTransferInfo_NodeInfo) Reset 

func (m *GraphTransferInfo_NodeInfo) Reset()

func (*GraphTransferInfo_NodeInfo) Size 

func (m *GraphTransferInfo_NodeInfo) Size() (n int)

func (*GraphTransferInfo_NodeInfo) String 

func (m *GraphTransferInfo_NodeInfo) String() string

func (*GraphTransferInfo_NodeInfo) Unmarshal 

func (m *GraphTransferInfo_NodeInfo) Unmarshal(dAtA []byte) error

type GraphTransferInfo_NodeInput 

type GraphTransferInfo_NodeInput struct {
	NodeId     int32 `protobuf:"varint,1,opt,name=node_id,json=nodeId,proto3" json:"node_id,omitempty"`
	OutputPort int32 `protobuf:"varint,2,opt,name=output_port,json=outputPort,proto3" 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) Marshal 

func (m *GraphTransferInfo_NodeInput) Marshal() (dAtA []byte, err error)

func (*GraphTransferInfo_NodeInput) MarshalTo 

func (m *GraphTransferInfo_NodeInput) MarshalTo(dAtA []byte) (int, error)

func (*GraphTransferInfo_NodeInput) ProtoMessage 

func (*GraphTransferInfo_NodeInput) ProtoMessage()

func (*GraphTransferInfo_NodeInput) Reset 

func (m *GraphTransferInfo_NodeInput) Reset()

func (*GraphTransferInfo_NodeInput) Size 

func (m *GraphTransferInfo_NodeInput) Size() (n int)

func (*GraphTransferInfo_NodeInput) String 

func (m *GraphTransferInfo_NodeInput) String() string

func (*GraphTransferInfo_NodeInput) Unmarshal 

func (m *GraphTransferInfo_NodeInput) Unmarshal(dAtA []byte) error

type GraphTransferInfo_NodeInputInfo 

type GraphTransferInfo_NodeInputInfo struct {
	NodeId    int32                          `protobuf:"varint,1,opt,name=node_id,json=nodeId,proto3" 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) Marshal 

func (m *GraphTransferInfo_NodeInputInfo) Marshal() (dAtA []byte, err error)

func (*GraphTransferInfo_NodeInputInfo) MarshalTo 

func (m *GraphTransferInfo_NodeInputInfo) MarshalTo(dAtA []byte) (int, error)

func (*GraphTransferInfo_NodeInputInfo) ProtoMessage 

func (*GraphTransferInfo_NodeInputInfo) ProtoMessage()

func (*GraphTransferInfo_NodeInputInfo) Reset 

func (m *GraphTransferInfo_NodeInputInfo) Reset()

func (*GraphTransferInfo_NodeInputInfo) Size 

func (m *GraphTransferInfo_NodeInputInfo) Size() (n int)

func (*GraphTransferInfo_NodeInputInfo) String 

func (m *GraphTransferInfo_NodeInputInfo) String() string

func (*GraphTransferInfo_NodeInputInfo) Unmarshal 

func (m *GraphTransferInfo_NodeInputInfo) Unmarshal(dAtA []byte) error

type GraphTransferInfo_NodeOutputInfo 

type GraphTransferInfo_NodeOutputInfo struct {
	NodeId      int32   `protobuf:"varint,1,opt,name=node_id,json=nodeId,proto3" 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) Marshal 

func (m *GraphTransferInfo_NodeOutputInfo) Marshal() (dAtA []byte, err error)

func (*GraphTransferInfo_NodeOutputInfo) MarshalTo 

func (m *GraphTransferInfo_NodeOutputInfo) MarshalTo(dAtA []byte) (int, error)

func (*GraphTransferInfo_NodeOutputInfo) ProtoMessage 

func (*GraphTransferInfo_NodeOutputInfo) ProtoMessage()

func (*GraphTransferInfo_NodeOutputInfo) Reset 

func (m *GraphTransferInfo_NodeOutputInfo) Reset()

func (*GraphTransferInfo_NodeOutputInfo) Size 

func (m *GraphTransferInfo_NodeOutputInfo) Size() (n int)

func (*GraphTransferInfo_NodeOutputInfo) String 

func (m *GraphTransferInfo_NodeOutputInfo) String() string

func (*GraphTransferInfo_NodeOutputInfo) Unmarshal 

func (m *GraphTransferInfo_NodeOutputInfo) Unmarshal(dAtA []byte) error

type HistogramProto 

type HistogramProto struct {
	Min        float64 `protobuf:"fixed64,1,opt,name=min,proto3" json:"min,omitempty"`
	Max        float64 `protobuf:"fixed64,2,opt,name=max,proto3" json:"max,omitempty"`
	Num        float64 `protobuf:"fixed64,3,opt,name=num,proto3" json:"num,omitempty"`
	Sum        float64 `protobuf:"fixed64,4,opt,name=sum,proto3" json:"sum,omitempty"`
	SumSquares float64 `protobuf:"fixed64,5,opt,name=sum_squares,json=sumSquares,proto3" 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) Marshal 

func (m *HistogramProto) Marshal() (dAtA []byte, err error)

func (*HistogramProto) MarshalTo 

func (m *HistogramProto) MarshalTo(dAtA []byte) (int, error)

func (*HistogramProto) ProtoMessage 

func (*HistogramProto) ProtoMessage()

func (*HistogramProto) Reset 

func (m *HistogramProto) Reset()

func (*HistogramProto) Size 

func (m *HistogramProto) Size() (n int)

func (*HistogramProto) String 

func (m *HistogramProto) String() string

func (*HistogramProto) Unmarshal 

func (m *HistogramProto) Unmarshal(dAtA []byte) error

type JobDef 

type JobDef struct {
	// The name of this job.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Mapping from task ID to "hostname:port" string.
	//
	// If the `name` field contains "worker", and the `tasks` map contains a
	// mapping from 7 to "example.org:2222", then the device prefix
	// "/job:worker/task:7" will be assigned to "example.org:2222".
	Tasks map[int32]string `` /* 145-byte string literal not displayed */
}

Defines a single job in a TensorFlow cluster.

func (*JobDef) Descriptor 

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

func (*JobDef) GetName 

func (m *JobDef) GetName() string

func (*JobDef) GetTasks 

func (m *JobDef) GetTasks() map[int32]string

func (*JobDef) Marshal 

func (m *JobDef) Marshal() (dAtA []byte, err error)

func (*JobDef) MarshalTo 

func (m *JobDef) MarshalTo(dAtA []byte) (int, error)

func (*JobDef) ProtoMessage 

func (*JobDef) ProtoMessage()

func (*JobDef) Reset 

func (m *JobDef) Reset()

func (*JobDef) Size 

func (m *JobDef) Size() (n int)

func (*JobDef) String 

func (m *JobDef) String() string

func (*JobDef) Unmarshal 

func (m *JobDef) Unmarshal(dAtA []byte) error

type KernelDef 

type KernelDef struct {
	// Must match the name of an Op.
	Op string `protobuf:"bytes,1,opt,name=op,proto3" json:"op,omitempty"`
	// Type of device this kernel runs on.
	DeviceType string                      `protobuf:"bytes,2,opt,name=device_type,json=deviceType,proto3" 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,proto3" 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) Marshal 

func (m *KernelDef) Marshal() (dAtA []byte, err error)

func (*KernelDef) MarshalTo 

func (m *KernelDef) MarshalTo(dAtA []byte) (int, error)

func (*KernelDef) ProtoMessage 

func (*KernelDef) ProtoMessage()

func (*KernelDef) Reset 

func (m *KernelDef) Reset()

func (*KernelDef) Size 

func (m *KernelDef) Size() (n int)

func (*KernelDef) String 

func (m *KernelDef) String() string

func (*KernelDef) Unmarshal 

func (m *KernelDef) Unmarshal(dAtA []byte) error

type KernelDef_AttrConstraint 

type KernelDef_AttrConstraint struct {
	// Name of an attr from the Op.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" 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) Marshal 

func (m *KernelDef_AttrConstraint) Marshal() (dAtA []byte, err error)

func (*KernelDef_AttrConstraint) MarshalTo 

func (m *KernelDef_AttrConstraint) MarshalTo(dAtA []byte) (int, error)

func (*KernelDef_AttrConstraint) ProtoMessage 

func (*KernelDef_AttrConstraint) ProtoMessage()

func (*KernelDef_AttrConstraint) Reset 

func (m *KernelDef_AttrConstraint) Reset()

func (*KernelDef_AttrConstraint) Size 

func (m *KernelDef_AttrConstraint) Size() (n int)

func (*KernelDef_AttrConstraint) String 

func (m *KernelDef_AttrConstraint) String() string

func (*KernelDef_AttrConstraint) Unmarshal 

func (m *KernelDef_AttrConstraint) Unmarshal(dAtA []byte) error

type LabeledStepStats 

type LabeledStepStats struct {
	StepId    int64      `protobuf:"varint,1,opt,name=step_id,json=stepId,proto3" json:"step_id,omitempty"`
	StepStats *StepStats `protobuf:"bytes,2,opt,name=step_stats,json=stepStats" json:"step_stats,omitempty"`
}

func (*LabeledStepStats) Descriptor 

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

func (*LabeledStepStats) GetStepId 

func (m *LabeledStepStats) GetStepId() int64

func (*LabeledStepStats) GetStepStats 

func (m *LabeledStepStats) GetStepStats() *StepStats

func (*LabeledStepStats) Marshal 

func (m *LabeledStepStats) Marshal() (dAtA []byte, err error)

func (*LabeledStepStats) MarshalTo 

func (m *LabeledStepStats) MarshalTo(dAtA []byte) (int, error)

func (*LabeledStepStats) ProtoMessage 

func (*LabeledStepStats) ProtoMessage()

func (*LabeledStepStats) Reset 

func (m *LabeledStepStats) Reset()

func (*LabeledStepStats) Size 

func (m *LabeledStepStats) Size() (n int)

func (*LabeledStepStats) String 

func (m *LabeledStepStats) String() string

func (*LabeledStepStats) Unmarshal 

func (m *LabeledStepStats) Unmarshal(dAtA []byte) error

type ListDevicesRequest 

type ListDevicesRequest struct {
}

func (*ListDevicesRequest) Descriptor 

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

func (*ListDevicesRequest) Marshal 

func (m *ListDevicesRequest) Marshal() (dAtA []byte, err error)

func (*ListDevicesRequest) MarshalTo 

func (m *ListDevicesRequest) MarshalTo(dAtA []byte) (int, error)

func (*ListDevicesRequest) ProtoMessage 

func (*ListDevicesRequest) ProtoMessage()

func (*ListDevicesRequest) Reset 

func (m *ListDevicesRequest) Reset()

func (*ListDevicesRequest) Size 

func (m *ListDevicesRequest) Size() (n int)

func (*ListDevicesRequest) String 

func (m *ListDevicesRequest) String() string

func (*ListDevicesRequest) Unmarshal 

func (m *ListDevicesRequest) Unmarshal(dAtA []byte) error

type ListDevicesResponse 

type ListDevicesResponse struct {
	LocalDevice  []*DeviceAttributes `protobuf:"bytes,1,rep,name=local_device,json=localDevice" json:"local_device,omitempty"`
	RemoteDevice []*DeviceAttributes `protobuf:"bytes,2,rep,name=remote_device,json=remoteDevice" json:"remote_device,omitempty"`
}

func (*ListDevicesResponse) Descriptor 

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

func (*ListDevicesResponse) GetLocalDevice 

func (m *ListDevicesResponse) GetLocalDevice() []*DeviceAttributes

func (*ListDevicesResponse) GetRemoteDevice 

func (m *ListDevicesResponse) GetRemoteDevice() []*DeviceAttributes

func (*ListDevicesResponse) Marshal 

func (m *ListDevicesResponse) Marshal() (dAtA []byte, err error)

func (*ListDevicesResponse) MarshalTo 

func (m *ListDevicesResponse) MarshalTo(dAtA []byte) (int, error)

func (*ListDevicesResponse) ProtoMessage 

func (*ListDevicesResponse) ProtoMessage()

func (*ListDevicesResponse) Reset 

func (m *ListDevicesResponse) Reset()

func (*ListDevicesResponse) Size 

func (m *ListDevicesResponse) Size() (n int)

func (*ListDevicesResponse) String 

func (m *ListDevicesResponse) String() string

func (*ListDevicesResponse) Unmarshal 

func (m *ListDevicesResponse) Unmarshal(dAtA []byte) error

type LoggingRequest 

type LoggingRequest struct {
	// If true, RPC logging will be activated.
	RpcLogging bool `protobuf:"varint,1,opt,name=rpc_logging,json=rpcLogging,proto3" json:"rpc_logging,omitempty"`
	// If true, discard any saved logging data (for all steps).
	Clear bool `protobuf:"varint,2,opt,name=clear,proto3" json:"clear,omitempty"`
	// When set, requests all saved log data pertaining to the step.
	// Any log data retrieved is eliminated from the store and cannot be
	// retrieved again.
	FetchStepId []int64 `protobuf:"varint,3,rep,packed,name=fetch_step_id,json=fetchStepId" json:"fetch_step_id,omitempty"`
}

Out-of-band request to begin or end logging, or to retrieve logs for particular steps.

func (*LoggingRequest) Descriptor 

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

func (*LoggingRequest) GetClear 

func (m *LoggingRequest) GetClear() bool

func (*LoggingRequest) GetFetchStepId 

func (m *LoggingRequest) GetFetchStepId() []int64

func (*LoggingRequest) GetRpcLogging 

func (m *LoggingRequest) GetRpcLogging() bool

func (*LoggingRequest) Marshal 

func (m *LoggingRequest) Marshal() (dAtA []byte, err error)

func (*LoggingRequest) MarshalTo 

func (m *LoggingRequest) MarshalTo(dAtA []byte) (int, error)

func (*LoggingRequest) ProtoMessage 

func (*LoggingRequest) ProtoMessage()

func (*LoggingRequest) Reset 

func (m *LoggingRequest) Reset()

func (*LoggingRequest) Size 

func (m *LoggingRequest) Size() (n int)

func (*LoggingRequest) String 

func (m *LoggingRequest) String() string

func (*LoggingRequest) Unmarshal 

func (m *LoggingRequest) Unmarshal(dAtA []byte) error

type LoggingResponse 

type LoggingResponse struct {
	Step []*LabeledStepStats `protobuf:"bytes,1,rep,name=step" json:"step,omitempty"`
}

func (*LoggingResponse) Descriptor 

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

func (*LoggingResponse) GetStep 

func (m *LoggingResponse) GetStep() []*LabeledStepStats

func (*LoggingResponse) Marshal 

func (m *LoggingResponse) Marshal() (dAtA []byte, err error)

func (*LoggingResponse) MarshalTo 

func (m *LoggingResponse) MarshalTo(dAtA []byte) (int, error)

func (*LoggingResponse) ProtoMessage 

func (*LoggingResponse) ProtoMessage()

func (*LoggingResponse) Reset 

func (m *LoggingResponse) Reset()

func (*LoggingResponse) Size 

func (m *LoggingResponse) Size() (n int)

func (*LoggingResponse) String 

func (m *LoggingResponse) String() string

func (*LoggingResponse) Unmarshal 

func (m *LoggingResponse) Unmarshal(dAtA []byte) error

type MasterServiceClient 

type MasterServiceClient interface {
	// Creates a session.
	CreateSession(ctx context.Context, in *CreateSessionRequest, opts ...grpc.CallOption) (*CreateSessionResponse, error)
	// Extends a session.
	ExtendSession(ctx context.Context, in *ExtendSessionRequest, opts ...grpc.CallOption) (*ExtendSessionResponse, error)
	// Prepares future partial run calls.
	PartialRunSetup(ctx context.Context, in *PartialRunSetupRequest, opts ...grpc.CallOption) (*PartialRunSetupResponse, error)
	// Drives the graph computation.
	RunStep(ctx context.Context, in *RunStepRequest, opts ...grpc.CallOption) (*RunStepResponse, error)
	// Closes a session.
	CloseSession(ctx context.Context, in *CloseSessionRequest, opts ...grpc.CallOption) (*CloseSessionResponse, error)
	// List the devices usable by the master.
	ListDevices(ctx context.Context, in *ListDevicesRequest, opts ...grpc.CallOption) (*ListDevicesResponse, error)
	// Close and abandon all existing sessions.  Ongoing computations
	// will no longer affect fresh ones via the resources in containers listed in
	// the ResetRequest.  See ResetRequest for more details.
	Reset(ctx context.Context, in *ResetRequest, opts ...grpc.CallOption) (*ResetResponse, error)
}

func NewMasterServiceClient 

func NewMasterServiceClient(cc *grpc.ClientConn) MasterServiceClient

type MasterServiceServer 

type MasterServiceServer interface {
	// Creates a session.
	CreateSession(context.Context, *CreateSessionRequest) (*CreateSessionResponse, error)
	// Extends a session.
	ExtendSession(context.Context, *ExtendSessionRequest) (*ExtendSessionResponse, error)
	// Prepares future partial run calls.
	PartialRunSetup(context.Context, *PartialRunSetupRequest) (*PartialRunSetupResponse, error)
	// Drives the graph computation.
	RunStep(context.Context, *RunStepRequest) (*RunStepResponse, error)
	// Closes a session.
	CloseSession(context.Context, *CloseSessionRequest) (*CloseSessionResponse, error)
	// List the devices usable by the master.
	ListDevices(context.Context, *ListDevicesRequest) (*ListDevicesResponse, error)
	// Close and abandon all existing sessions.  Ongoing computations
	// will no longer affect fresh ones via the resources in containers listed in
	// the ResetRequest.  See ResetRequest for more details.
	Reset(context.Context, *ResetRequest) (*ResetResponse, error)
}

type MemoryLogRawAllocation 

type MemoryLogRawAllocation struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId,proto3" json:"step_id,omitempty"`
	// Name of the operation making the allocation.
	Operation string `protobuf:"bytes,2,opt,name=operation,proto3" json:"operation,omitempty"`
	// Number of bytes in the allocation.
	NumBytes int64 `protobuf:"varint,3,opt,name=num_bytes,json=numBytes,proto3" json:"num_bytes,omitempty"`
	// Address of the allocation.
	Ptr uint64 `protobuf:"varint,4,opt,name=ptr,proto3" 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,proto3" json:"allocation_id,omitempty"`
	// Name of the allocator used.
	AllocatorName string `protobuf:"bytes,6,opt,name=allocator_name,json=allocatorName,proto3" 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) Marshal 

func (m *MemoryLogRawAllocation) Marshal() (dAtA []byte, err error)

func (*MemoryLogRawAllocation) MarshalTo 

func (m *MemoryLogRawAllocation) MarshalTo(dAtA []byte) (int, error)

func (*MemoryLogRawAllocation) ProtoMessage 

func (*MemoryLogRawAllocation) ProtoMessage()

func (*MemoryLogRawAllocation) Reset 

func (m *MemoryLogRawAllocation) Reset()

func (*MemoryLogRawAllocation) Size 

func (m *MemoryLogRawAllocation) Size() (n int)

func (*MemoryLogRawAllocation) String 

func (m *MemoryLogRawAllocation) String() string

func (*MemoryLogRawAllocation) Unmarshal 

func (m *MemoryLogRawAllocation) Unmarshal(dAtA []byte) error

type MemoryLogRawDeallocation 

type MemoryLogRawDeallocation struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId,proto3" json:"step_id,omitempty"`
	// Name of the operation making the deallocation.
	Operation string `protobuf:"bytes,2,opt,name=operation,proto3" 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,proto3" json:"allocation_id,omitempty"`
	// Name of the allocator used.
	AllocatorName string `protobuf:"bytes,4,opt,name=allocator_name,json=allocatorName,proto3" 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,proto3" 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) Marshal 

func (m *MemoryLogRawDeallocation) Marshal() (dAtA []byte, err error)

func (*MemoryLogRawDeallocation) MarshalTo 

func (m *MemoryLogRawDeallocation) MarshalTo(dAtA []byte) (int, error)

func (*MemoryLogRawDeallocation) ProtoMessage 

func (*MemoryLogRawDeallocation) ProtoMessage()

func (*MemoryLogRawDeallocation) Reset 

func (m *MemoryLogRawDeallocation) Reset()

func (*MemoryLogRawDeallocation) Size 

func (m *MemoryLogRawDeallocation) Size() (n int)

func (*MemoryLogRawDeallocation) String 

func (m *MemoryLogRawDeallocation) String() string

func (*MemoryLogRawDeallocation) Unmarshal 

func (m *MemoryLogRawDeallocation) Unmarshal(dAtA []byte) error

type MemoryLogStep 

type MemoryLogStep struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId,proto3" json:"step_id,omitempty"`
	// Handle describing the feeds and fetches of the step.
	Handle string `protobuf:"bytes,2,opt,name=handle,proto3" 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) Marshal 

func (m *MemoryLogStep) Marshal() (dAtA []byte, err error)

func (*MemoryLogStep) MarshalTo 

func (m *MemoryLogStep) MarshalTo(dAtA []byte) (int, error)

func (*MemoryLogStep) ProtoMessage 

func (*MemoryLogStep) ProtoMessage()

func (*MemoryLogStep) Reset 

func (m *MemoryLogStep) Reset()

func (*MemoryLogStep) Size 

func (m *MemoryLogStep) Size() (n int)

func (*MemoryLogStep) String 

func (m *MemoryLogStep) String() string

func (*MemoryLogStep) Unmarshal 

func (m *MemoryLogStep) Unmarshal(dAtA []byte) error

type MemoryLogTensorAllocation 

type MemoryLogTensorAllocation struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId,proto3" 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,proto3" 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) Marshal 

func (m *MemoryLogTensorAllocation) Marshal() (dAtA []byte, err error)

func (*MemoryLogTensorAllocation) MarshalTo 

func (m *MemoryLogTensorAllocation) MarshalTo(dAtA []byte) (int, error)

func (*MemoryLogTensorAllocation) ProtoMessage 

func (*MemoryLogTensorAllocation) ProtoMessage()

func (*MemoryLogTensorAllocation) Reset 

func (m *MemoryLogTensorAllocation) Reset()

func (*MemoryLogTensorAllocation) Size 

func (m *MemoryLogTensorAllocation) Size() (n int)

func (*MemoryLogTensorAllocation) String 

func (m *MemoryLogTensorAllocation) String() string

func (*MemoryLogTensorAllocation) Unmarshal 

func (m *MemoryLogTensorAllocation) Unmarshal(dAtA []byte) error

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,proto3" json:"allocation_id,omitempty"`
	// Name of the allocator used.
	AllocatorName string `protobuf:"bytes,2,opt,name=allocator_name,json=allocatorName,proto3" 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) Marshal 

func (m *MemoryLogTensorDeallocation) Marshal() (dAtA []byte, err error)

func (*MemoryLogTensorDeallocation) MarshalTo 

func (m *MemoryLogTensorDeallocation) MarshalTo(dAtA []byte) (int, error)

func (*MemoryLogTensorDeallocation) ProtoMessage 

func (*MemoryLogTensorDeallocation) ProtoMessage()

func (*MemoryLogTensorDeallocation) Reset 

func (m *MemoryLogTensorDeallocation) Reset()

func (*MemoryLogTensorDeallocation) Size 

func (m *MemoryLogTensorDeallocation) Size() (n int)

func (*MemoryLogTensorDeallocation) String 

func (m *MemoryLogTensorDeallocation) String() string

func (*MemoryLogTensorDeallocation) Unmarshal 

func (m *MemoryLogTensorDeallocation) Unmarshal(dAtA []byte) error

type MemoryLogTensorOutput 

type MemoryLogTensorOutput struct {
	// Process-unique step id.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId,proto3" 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,proto3" json:"kernel_name,omitempty"`
	// Index of the output being set.
	Index int32 `protobuf:"varint,3,opt,name=index,proto3" 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) Marshal 

func (m *MemoryLogTensorOutput) Marshal() (dAtA []byte, err error)

func (*MemoryLogTensorOutput) MarshalTo 

func (m *MemoryLogTensorOutput) MarshalTo(dAtA []byte) (int, error)

func (*MemoryLogTensorOutput) ProtoMessage 

func (*MemoryLogTensorOutput) ProtoMessage()

func (*MemoryLogTensorOutput) Reset 

func (m *MemoryLogTensorOutput) Reset()

func (*MemoryLogTensorOutput) Size 

func (m *MemoryLogTensorOutput) Size() (n int)

func (*MemoryLogTensorOutput) String 

func (m *MemoryLogTensorOutput) String() string

func (*MemoryLogTensorOutput) Unmarshal 

func (m *MemoryLogTensorOutput) Unmarshal(dAtA []byte) error

type MemoryStats 

type MemoryStats struct {
	HostTempMemorySize             int64   `protobuf:"varint,1,opt,name=host_temp_memory_size,json=hostTempMemorySize,proto3" json:"host_temp_memory_size,omitempty"`
	DeviceTempMemorySize           int64   `` /* 126-byte string literal not displayed */
	HostPersistentMemorySize       int64   `` /* 138-byte string literal not displayed */
	DevicePersistentMemorySize     int64   `` /* 144-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) Marshal 

func (m *MemoryStats) Marshal() (dAtA []byte, err error)

func (*MemoryStats) MarshalTo 

func (m *MemoryStats) MarshalTo(dAtA []byte) (int, error)

func (*MemoryStats) ProtoMessage 

func (*MemoryStats) ProtoMessage()

func (*MemoryStats) Reset 

func (m *MemoryStats) Reset()

func (*MemoryStats) Size 

func (m *MemoryStats) Size() (n int)

func (*MemoryStats) String 

func (m *MemoryStats) String() string

func (*MemoryStats) Unmarshal 

func (m *MemoryStats) Unmarshal(dAtA []byte) error

type MetaGraphDef 

type MetaGraphDef struct {
	MetaInfoDef *MetaGraphDef_MetaInfoDef `protobuf:"bytes,1,opt,name=meta_info_def,json=metaInfoDef" json:"meta_info_def,omitempty"`
	// GraphDef.
	GraphDef *GraphDef `protobuf:"bytes,2,opt,name=graph_def,json=graphDef" json:"graph_def,omitempty"`
	// SaverDef.
	SaverDef *SaverDef `protobuf:"bytes,3,opt,name=saver_def,json=saverDef" json:"saver_def,omitempty"`
	// collection_def: Map from collection name to collections.
	// See CollectionDef section for details.
	CollectionDef map[string]*CollectionDef `` /* 174-byte string literal not displayed */
	// signature_def: Map from user supplied key for a signature to a single
	// SignatureDef.
	SignatureDef map[string]*SignatureDef `` /* 171-byte string literal not displayed */
	// Asset file def to be used with the defined graph.
	AssetFileDef []*AssetFileDef `protobuf:"bytes,6,rep,name=asset_file_def,json=assetFileDef" json:"asset_file_def,omitempty"`
}

NOTE: This protocol buffer is evolving, and will go through revisions in the coming months.

Protocol buffer containing the following which are necessary to restart training, run inference. It can be used to serialize/de-serialize memory objects necessary for running computation in a graph when crossing the process boundary. It can be used for long term storage of graphs, cross-language execution of graphs, etc. 

MetaInfoDef
GraphDef
SaverDef
CollectionDef
TensorInfo
SignatureDef

func FromCheckpoint 

func FromCheckpoint(r io.Reader) (*MetaGraphDef, error)

func (*MetaGraphDef) Descriptor 

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

func (*MetaGraphDef) GetAssetFileDef 

func (m *MetaGraphDef) GetAssetFileDef() []*AssetFileDef

func (*MetaGraphDef) GetCollectionDef 

func (m *MetaGraphDef) GetCollectionDef() map[string]*CollectionDef

func (*MetaGraphDef) GetGraphDef 

func (m *MetaGraphDef) GetGraphDef() *GraphDef

func (*MetaGraphDef) GetMetaInfoDef 

func (m *MetaGraphDef) GetMetaInfoDef() *MetaGraphDef_MetaInfoDef

func (*MetaGraphDef) GetSaverDef 

func (m *MetaGraphDef) GetSaverDef() *SaverDef

func (*MetaGraphDef) GetSignatureDef 

func (m *MetaGraphDef) GetSignatureDef() map[string]*SignatureDef

func (*MetaGraphDef) Marshal 

func (m *MetaGraphDef) Marshal() (dAtA []byte, err error)

func (*MetaGraphDef) MarshalTo 

func (m *MetaGraphDef) MarshalTo(dAtA []byte) (int, error)

func (*MetaGraphDef) ProtoMessage 

func (*MetaGraphDef) ProtoMessage()

func (*MetaGraphDef) Reset 

func (m *MetaGraphDef) Reset()

func (*MetaGraphDef) Size 

func (m *MetaGraphDef) Size() (n int)

func (*MetaGraphDef) String 

func (m *MetaGraphDef) String() string

func (*MetaGraphDef) Unmarshal 

func (m *MetaGraphDef) Unmarshal(dAtA []byte) error

type MetaGraphDef_MetaInfoDef 

type MetaGraphDef_MetaInfoDef struct {
	// User specified Version string. Can be the name of the model and revision,
	// steps this model has been trained to, etc.
	MetaGraphVersion string `protobuf:"bytes,1,opt,name=meta_graph_version,json=metaGraphVersion,proto3" json:"meta_graph_version,omitempty"`
	// A copy of the OpDefs used by the producer of this graph_def.
	// Descriptions and Ops not used in graph_def are stripped out.
	StrippedOpList *OpList `protobuf:"bytes,2,opt,name=stripped_op_list,json=strippedOpList" json:"stripped_op_list,omitempty"`
	// A serialized protobuf. Can be the time this meta graph is created, or
	// modified, or name of the model.
	AnyInfo *google_protobuf.Any `protobuf:"bytes,3,opt,name=any_info,json=anyInfo" json:"any_info,omitempty"`
	// User supplied tag(s) on the meta_graph and included graph_def.
	//
	// MetaGraphDefs should be tagged with their capabilities or use-cases.
	// Examples: "train", "serve", "gpu", "tpu", etc.
	// These tags enable loaders to access the MetaGraph(s) appropriate for a
	// specific use-case or runtime environment.
	Tags []string `protobuf:"bytes,4,rep,name=tags" json:"tags,omitempty"`
	// The __version__ string of the tensorflow build used to write this graph.
	// This will be populated by the framework, which will overwrite any user
	// supplied value.
	TensorflowVersion string `protobuf:"bytes,5,opt,name=tensorflow_version,json=tensorflowVersion,proto3" json:"tensorflow_version,omitempty"`
	// The __git_version__ string of the tensorflow build used to write this
	// graph. This will be populated by the framework, which will overwrite any
	// user supplied value.
	TensorflowGitVersion string `protobuf:"bytes,6,opt,name=tensorflow_git_version,json=tensorflowGitVersion,proto3" json:"tensorflow_git_version,omitempty"`
}

Meta information regarding the graph to be exported. To be used by users of this protocol buffer to encode information regarding their meta graph.

func (*MetaGraphDef_MetaInfoDef) Descriptor 

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

func (*MetaGraphDef_MetaInfoDef) GetAnyInfo 

func (m *MetaGraphDef_MetaInfoDef) GetAnyInfo() *google_protobuf.Any

func (*MetaGraphDef_MetaInfoDef) GetMetaGraphVersion 

func (m *MetaGraphDef_MetaInfoDef) GetMetaGraphVersion() string

func (*MetaGraphDef_MetaInfoDef) GetStrippedOpList 

func (m *MetaGraphDef_MetaInfoDef) GetStrippedOpList() *OpList

func (*MetaGraphDef_MetaInfoDef) GetTags 

func (m *MetaGraphDef_MetaInfoDef) GetTags() []string

func (*MetaGraphDef_MetaInfoDef) GetTensorflowGitVersion 

func (m *MetaGraphDef_MetaInfoDef) GetTensorflowGitVersion() string

func (*MetaGraphDef_MetaInfoDef) GetTensorflowVersion 

func (m *MetaGraphDef_MetaInfoDef) GetTensorflowVersion() string

func (*MetaGraphDef_MetaInfoDef) Marshal 

func (m *MetaGraphDef_MetaInfoDef) Marshal() (dAtA []byte, err error)

func (*MetaGraphDef_MetaInfoDef) MarshalTo 

func (m *MetaGraphDef_MetaInfoDef) MarshalTo(dAtA []byte) (int, error)

func (*MetaGraphDef_MetaInfoDef) ProtoMessage 

func (*MetaGraphDef_MetaInfoDef) ProtoMessage()

func (*MetaGraphDef_MetaInfoDef) Reset 

func (m *MetaGraphDef_MetaInfoDef) Reset()

func (*MetaGraphDef_MetaInfoDef) Size 

func (m *MetaGraphDef_MetaInfoDef) Size() (n int)

func (*MetaGraphDef_MetaInfoDef) String 

func (m *MetaGraphDef_MetaInfoDef) String() string

func (*MetaGraphDef_MetaInfoDef) Unmarshal 

func (m *MetaGraphDef_MetaInfoDef) Unmarshal(dAtA []byte) error

type NameAttrList 

type NameAttrList struct {
	Name string                `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	Attr map[string]*AttrValue `` /* 135-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) Marshal 

func (m *NameAttrList) Marshal() (dAtA []byte, err error)

func (*NameAttrList) MarshalTo 

func (m *NameAttrList) MarshalTo(dAtA []byte) (int, error)

func (*NameAttrList) ProtoMessage 

func (*NameAttrList) ProtoMessage()

func (*NameAttrList) Reset 

func (m *NameAttrList) Reset()

func (*NameAttrList) Size 

func (m *NameAttrList) Size() (n int)

func (*NameAttrList) String 

func (m *NameAttrList) String() string

func (*NameAttrList) Unmarshal 

func (m *NameAttrList) Unmarshal(dAtA []byte) error

type NamedTensorProto 

type NamedTensorProto struct {
	// Name of the tensor.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The client can populate a TensorProto using a tensorflow::Tensor`, or
	// directly using the protobuf field accessors.
	//
	// The client specifies whether the returned tensor values should be
	// filled tensor fields (float_val, int_val, etc.) or encoded in a
	// compact form in tensor.tensor_content.
	Tensor *TensorProto `protobuf:"bytes,2,opt,name=tensor" json:"tensor,omitempty"`
}

A pair of tensor name and tensor values.

func (*NamedTensorProto) Descriptor 

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

func (*NamedTensorProto) GetName 

func (m *NamedTensorProto) GetName() string

func (*NamedTensorProto) GetTensor 

func (m *NamedTensorProto) GetTensor() *TensorProto

func (*NamedTensorProto) Marshal 

func (m *NamedTensorProto) Marshal() (dAtA []byte, err error)

func (*NamedTensorProto) MarshalTo 

func (m *NamedTensorProto) MarshalTo(dAtA []byte) (int, error)

func (*NamedTensorProto) ProtoMessage 

func (*NamedTensorProto) ProtoMessage()

func (*NamedTensorProto) Reset 

func (m *NamedTensorProto) Reset()

func (*NamedTensorProto) Size 

func (m *NamedTensorProto) Size() (n int)

func (*NamedTensorProto) String 

func (m *NamedTensorProto) String() string

func (*NamedTensorProto) Unmarshal 

func (m *NamedTensorProto) Unmarshal(dAtA []byte) error

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,proto3" 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,proto3" 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/gpu:3"  (full specification)
	// * "/job:worker/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,proto3" 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 `` /* 135-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) Marshal 

func (m *NodeDef) Marshal() (dAtA []byte, err error)

func (*NodeDef) MarshalTo 

func (m *NodeDef) MarshalTo(dAtA []byte) (int, error)

func (*NodeDef) ProtoMessage 

func (*NodeDef) ProtoMessage()

func (*NodeDef) Reset 

func (m *NodeDef) Reset()

func (*NodeDef) Size 

func (m *NodeDef) Size() (n int)

func (*NodeDef) String 

func (m *NodeDef) String() string

func (*NodeDef) Unmarshal 

func (m *NodeDef) Unmarshal(dAtA []byte) error

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,proto3" json:"node_name,omitempty"`
	AllStartMicros   int64                    `protobuf:"varint,2,opt,name=all_start_micros,json=allStartMicros,proto3" json:"all_start_micros,omitempty"`
	OpStartRelMicros int64                    `protobuf:"varint,3,opt,name=op_start_rel_micros,json=opStartRelMicros,proto3" json:"op_start_rel_micros,omitempty"`
	OpEndRelMicros   int64                    `protobuf:"varint,4,opt,name=op_end_rel_micros,json=opEndRelMicros,proto3" json:"op_end_rel_micros,omitempty"`
	AllEndRelMicros  int64                    `protobuf:"varint,5,opt,name=all_end_rel_micros,json=allEndRelMicros,proto3" 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,proto3" json:"timeline_label,omitempty"`
	ScheduledMicros  int64                    `protobuf:"varint,9,opt,name=scheduled_micros,json=scheduledMicros,proto3" json:"scheduled_micros,omitempty"`
	ThreadId         uint32                   `protobuf:"varint,10,opt,name=thread_id,json=threadId,proto3" 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) Marshal 

func (m *NodeExecStats) Marshal() (dAtA []byte, err error)

func (*NodeExecStats) MarshalTo 

func (m *NodeExecStats) MarshalTo(dAtA []byte) (int, error)

func (*NodeExecStats) ProtoMessage 

func (*NodeExecStats) ProtoMessage()

func (*NodeExecStats) Reset 

func (m *NodeExecStats) Reset()

func (*NodeExecStats) Size 

func (m *NodeExecStats) Size() (n int)

func (*NodeExecStats) String 

func (m *NodeExecStats) String() string

func (*NodeExecStats) Unmarshal 

func (m *NodeExecStats) Unmarshal(dAtA []byte) error

type NodeOutput 

type NodeOutput struct {
	Slot              int32              `protobuf:"varint,1,opt,name=slot,proto3" 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) Marshal 

func (m *NodeOutput) Marshal() (dAtA []byte, err error)

func (*NodeOutput) MarshalTo 

func (m *NodeOutput) MarshalTo(dAtA []byte) (int, error)

func (*NodeOutput) ProtoMessage 

func (*NodeOutput) ProtoMessage()

func (*NodeOutput) Reset 

func (m *NodeOutput) Reset()

func (*NodeOutput) Size 

func (m *NodeOutput) Size() (n int)

func (*NodeOutput) String 

func (m *NodeOutput) String() string

func (*NodeOutput) Unmarshal 

func (m *NodeOutput) Unmarshal(dAtA []byte) error

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,proto3" 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,proto3" json:"summary,omitempty"`
	// Additional, longer human-readable description of what the Op does.
	Description string `protobuf:"bytes,6,opt,name=description,proto3" 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,proto3" 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,proto3" 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,proto3" 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 `` /* 137-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.

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) Marshal 

func (m *OpDef) Marshal() (dAtA []byte, err error)

func (*OpDef) MarshalTo 

func (m *OpDef) MarshalTo(dAtA []byte) (int, error)

func (*OpDef) ProtoMessage 

func (*OpDef) ProtoMessage()

func (*OpDef) Reset 

func (m *OpDef) Reset()

func (*OpDef) Size 

func (m *OpDef) Size() (n int)

func (*OpDef) String 

func (m *OpDef) String() string

func (*OpDef) Unmarshal 

func (m *OpDef) Unmarshal(dAtA []byte) error

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,proto3" json:"name,omitempty"`
	// Human readable description.
	Description string `protobuf:"bytes,2,opt,name=description,proto3" 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,proto3,enum=tensorflow.DataType" json:"type,omitempty"`
	TypeAttr   string   `protobuf:"bytes,4,opt,name=type_attr,json=typeAttr,proto3" json:"type_attr,omitempty"`
	NumberAttr string   `protobuf:"bytes,5,opt,name=number_attr,json=numberAttr,proto3" 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,proto3" 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,proto3" 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) Marshal 

func (m *OpDef_ArgDef) Marshal() (dAtA []byte, err error)

func (*OpDef_ArgDef) MarshalTo 

func (m *OpDef_ArgDef) MarshalTo(dAtA []byte) (int, error)

func (*OpDef_ArgDef) ProtoMessage 

func (*OpDef_ArgDef) ProtoMessage()

func (*OpDef_ArgDef) Reset 

func (m *OpDef_ArgDef) Reset()

func (*OpDef_ArgDef) Size 

func (m *OpDef_ArgDef) Size() (n int)

func (*OpDef_ArgDef) String 

func (m *OpDef_ArgDef) String() string

func (*OpDef_ArgDef) Unmarshal 

func (m *OpDef_ArgDef) Unmarshal(dAtA []byte) error

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,proto3" 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,proto3" 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,proto3" 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,proto3" json:"has_minimum,omitempty"`
	Minimum    int64 `protobuf:"varint,6,opt,name=minimum,proto3" 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) Marshal 

func (m *OpDef_AttrDef) Marshal() (dAtA []byte, err error)

func (*OpDef_AttrDef) MarshalTo 

func (m *OpDef_AttrDef) MarshalTo(dAtA []byte) (int, error)

func (*OpDef_AttrDef) ProtoMessage 

func (*OpDef_AttrDef) ProtoMessage()

func (*OpDef_AttrDef) Reset 

func (m *OpDef_AttrDef) Reset()

func (*OpDef_AttrDef) Size 

func (m *OpDef_AttrDef) Size() (n int)

func (*OpDef_AttrDef) String 

func (m *OpDef_AttrDef) String() string

func (*OpDef_AttrDef) Unmarshal 

func (m *OpDef_AttrDef) Unmarshal(dAtA []byte) error

type OpDeprecation 

type OpDeprecation struct {
	// First GraphDef version at which the op is disallowed.
	Version int32 `protobuf:"varint,1,opt,name=version,proto3" json:"version,omitempty"`
	// Explanation of why it was deprecated and what to use instead.
	Explanation string `protobuf:"bytes,2,opt,name=explanation,proto3" 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) Marshal 

func (m *OpDeprecation) Marshal() (dAtA []byte, err error)

func (*OpDeprecation) MarshalTo 

func (m *OpDeprecation) MarshalTo(dAtA []byte) (int, error)

func (*OpDeprecation) ProtoMessage 

func (*OpDeprecation) ProtoMessage()

func (*OpDeprecation) Reset 

func (m *OpDeprecation) Reset()

func (*OpDeprecation) Size 

func (m *OpDeprecation) Size() (n int)

func (*OpDeprecation) String 

func (m *OpDeprecation) String() string

func (*OpDeprecation) Unmarshal 

func (m *OpDeprecation) Unmarshal(dAtA []byte) error

type OpGenOverride 

type OpGenOverride struct {
	// Name of the op to apply overrides to.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" 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,proto3" 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,proto3" 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,proto3" 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) Marshal 

func (m *OpGenOverride) Marshal() (dAtA []byte, err error)

func (*OpGenOverride) MarshalTo 

func (m *OpGenOverride) MarshalTo(dAtA []byte) (int, error)

func (*OpGenOverride) ProtoMessage 

func (*OpGenOverride) ProtoMessage()

func (*OpGenOverride) Reset 

func (m *OpGenOverride) Reset()

func (*OpGenOverride) Size 

func (m *OpGenOverride) Size() (n int)

func (*OpGenOverride) String 

func (m *OpGenOverride) String() string

func (*OpGenOverride) Unmarshal 

func (m *OpGenOverride) Unmarshal(dAtA []byte) error

type OpGenOverride_AttrDefault 

type OpGenOverride_AttrDefault struct {
	Name  string     `protobuf:"bytes,1,opt,name=name,proto3" 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) Marshal 

func (m *OpGenOverride_AttrDefault) Marshal() (dAtA []byte, err error)

func (*OpGenOverride_AttrDefault) MarshalTo 

func (m *OpGenOverride_AttrDefault) MarshalTo(dAtA []byte) (int, error)

func (*OpGenOverride_AttrDefault) ProtoMessage 

func (*OpGenOverride_AttrDefault) ProtoMessage()

func (*OpGenOverride_AttrDefault) Reset 

func (m *OpGenOverride_AttrDefault) Reset()

func (*OpGenOverride_AttrDefault) Size 

func (m *OpGenOverride_AttrDefault) Size() (n int)

func (*OpGenOverride_AttrDefault) String 

func (m *OpGenOverride_AttrDefault) String() string

func (*OpGenOverride_AttrDefault) Unmarshal 

func (m *OpGenOverride_AttrDefault) Unmarshal(dAtA []byte) error

type OpGenOverride_Rename 

type OpGenOverride_Rename struct {
	From string `protobuf:"bytes,1,opt,name=from,proto3" json:"from,omitempty"`
	To   string `protobuf:"bytes,2,opt,name=to,proto3" 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) Marshal 

func (m *OpGenOverride_Rename) Marshal() (dAtA []byte, err error)

func (*OpGenOverride_Rename) MarshalTo 

func (m *OpGenOverride_Rename) MarshalTo(dAtA []byte) (int, error)

func (*OpGenOverride_Rename) ProtoMessage 

func (*OpGenOverride_Rename) ProtoMessage()

func (*OpGenOverride_Rename) Reset 

func (m *OpGenOverride_Rename) Reset()

func (*OpGenOverride_Rename) Size 

func (m *OpGenOverride_Rename) Size() (n int)

func (*OpGenOverride_Rename) String 

func (m *OpGenOverride_Rename) String() string

func (*OpGenOverride_Rename) Unmarshal 

func (m *OpGenOverride_Rename) Unmarshal(dAtA []byte) error

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) Marshal 

func (m *OpGenOverrides) Marshal() (dAtA []byte, err error)

func (*OpGenOverrides) MarshalTo 

func (m *OpGenOverrides) MarshalTo(dAtA []byte) (int, error)

func (*OpGenOverrides) ProtoMessage 

func (*OpGenOverrides) ProtoMessage()

func (*OpGenOverrides) Reset 

func (m *OpGenOverrides) Reset()

func (*OpGenOverrides) Size 

func (m *OpGenOverrides) Size() (n int)

func (*OpGenOverrides) String 

func (m *OpGenOverrides) String() string

func (*OpGenOverrides) Unmarshal 

func (m *OpGenOverrides) Unmarshal(dAtA []byte) error

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) Marshal 

func (m *OpList) Marshal() (dAtA []byte, err error)

func (*OpList) MarshalTo 

func (m *OpList) MarshalTo(dAtA []byte) (int, error)

func (*OpList) ProtoMessage 

func (*OpList) ProtoMessage()

func (*OpList) Reset 

func (m *OpList) Reset()

func (*OpList) Size 

func (m *OpList) Size() (n int)

func (*OpList) String 

func (m *OpList) String() string

func (*OpList) Unmarshal 

func (m *OpList) Unmarshal(dAtA []byte) error

type OptimizerOptions 

type OptimizerOptions struct {
	// If true, optimize the graph using common subexpression elimination.
	DoCommonSubexpressionElimination bool `` /* 162-byte string literal not displayed */
	// If true, perform constant folding optimization on the graph.
	DoConstantFolding bool `protobuf:"varint,2,opt,name=do_constant_folding,json=doConstantFolding,proto3" json:"do_constant_folding,omitempty"`
	// If true, perform function inlining on the graph.
	DoFunctionInlining bool                            `protobuf:"varint,4,opt,name=do_function_inlining,json=doFunctionInlining,proto3" json:"do_function_inlining,omitempty"`
	OptLevel           OptimizerOptions_Level          `protobuf:"varint,3,opt,name=opt_level,json=optLevel,proto3,enum=tensorflow.OptimizerOptions_Level" json:"opt_level,omitempty"`
	GlobalJitLevel     OptimizerOptions_GlobalJitLevel `` /* 154-byte string literal not displayed */
}

Options passed to the graph optimizer

func (*OptimizerOptions) Descriptor 

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

func (*OptimizerOptions) GetDoCommonSubexpressionElimination 

func (m *OptimizerOptions) GetDoCommonSubexpressionElimination() bool

func (*OptimizerOptions) GetDoConstantFolding 

func (m *OptimizerOptions) GetDoConstantFolding() bool

func (*OptimizerOptions) GetDoFunctionInlining 

func (m *OptimizerOptions) GetDoFunctionInlining() bool

func (*OptimizerOptions) GetGlobalJitLevel 

func (m *OptimizerOptions) GetGlobalJitLevel() OptimizerOptions_GlobalJitLevel

func (*OptimizerOptions) GetOptLevel 

func (m *OptimizerOptions) GetOptLevel() OptimizerOptions_Level

func (*OptimizerOptions) Marshal 

func (m *OptimizerOptions) Marshal() (dAtA []byte, err error)

func (*OptimizerOptions) MarshalTo 

func (m *OptimizerOptions) MarshalTo(dAtA []byte) (int, error)

func (*OptimizerOptions) ProtoMessage 

func (*OptimizerOptions) ProtoMessage()

func (*OptimizerOptions) Reset 

func (m *OptimizerOptions) Reset()

func (*OptimizerOptions) Size 

func (m *OptimizerOptions) Size() (n int)

func (*OptimizerOptions) String 

func (m *OptimizerOptions) String() string

func (*OptimizerOptions) Unmarshal 

func (m *OptimizerOptions) Unmarshal(dAtA []byte) error

type OptimizerOptions_GlobalJitLevel 

type OptimizerOptions_GlobalJitLevel int32

Control the use of the compiler/jit. Experimental. 

const (
	OptimizerOptions_DEFAULT OptimizerOptions_GlobalJitLevel = 0
	OptimizerOptions_OFF     OptimizerOptions_GlobalJitLevel = -1
	// The following settings turn on compilation, with higher values being
	// more aggressive.  Higher values may reduce opportunities for parallelism
	// and may use more memory.  (At present, there is no distinction, but this
	// is expected to change.)
	OptimizerOptions_ON_1 OptimizerOptions_GlobalJitLevel = 1
	OptimizerOptions_ON_2 OptimizerOptions_GlobalJitLevel = 2
)

func (OptimizerOptions_GlobalJitLevel) EnumDescriptor 

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

func (OptimizerOptions_GlobalJitLevel) String 

func (x OptimizerOptions_GlobalJitLevel) String() string

type OptimizerOptions_Level 

type OptimizerOptions_Level int32

Optimization level 

const (
	// L1 is the default level.
	// Optimization performed at L1 :
	// 1. Common subexpression elimination
	// 2. Constant folding
	OptimizerOptions_L1 OptimizerOptions_Level = 0
	// No optimizations
	OptimizerOptions_L0 OptimizerOptions_Level = -1
)

func (OptimizerOptions_Level) EnumDescriptor 

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

func (OptimizerOptions_Level) String 

func (x OptimizerOptions_Level) String() string

type PartialRunSetupRequest 

type PartialRunSetupRequest struct {
	// REQUIRED: session_handle must be returned by a CreateSession call
	// to the same master service.
	SessionHandle string `protobuf:"bytes,1,opt,name=session_handle,json=sessionHandle,proto3" json:"session_handle,omitempty"`
	// Tensors to be fed in future steps.
	Feed []string `protobuf:"bytes,2,rep,name=feed" json:"feed,omitempty"`
	// Fetches. A list of tensor names. The caller expects a tensor to be returned
	// for each fetch[i] (see RunStepResponse.tensor), for corresponding partial
	// RunStepRequests. The order of specified fetches does not change the
	// execution order.
	Fetch []string `protobuf:"bytes,3,rep,name=fetch" json:"fetch,omitempty"`
	// Target Nodes. A list of node names. The named nodes will be run in future
	// steps, but their outputs will not be fetched.
	Target []string `protobuf:"bytes,4,rep,name=target" json:"target,omitempty"`
}

func (*PartialRunSetupRequest) Descriptor 

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

func (*PartialRunSetupRequest) GetFeed 

func (m *PartialRunSetupRequest) GetFeed() []string

func (*PartialRunSetupRequest) GetFetch 

func (m *PartialRunSetupRequest) GetFetch() []string

func (*PartialRunSetupRequest) GetSessionHandle 

func (m *PartialRunSetupRequest) GetSessionHandle() string

func (*PartialRunSetupRequest) GetTarget 

func (m *PartialRunSetupRequest) GetTarget() []string

func (*PartialRunSetupRequest) Marshal 

func (m *PartialRunSetupRequest) Marshal() (dAtA []byte, err error)

func (*PartialRunSetupRequest) MarshalTo 

func (m *PartialRunSetupRequest) MarshalTo(dAtA []byte) (int, error)

func (*PartialRunSetupRequest) ProtoMessage 

func (*PartialRunSetupRequest) ProtoMessage()

func (*PartialRunSetupRequest) Reset 

func (m *PartialRunSetupRequest) Reset()

func (*PartialRunSetupRequest) Size 

func (m *PartialRunSetupRequest) Size() (n int)

func (*PartialRunSetupRequest) String 

func (m *PartialRunSetupRequest) String() string

func (*PartialRunSetupRequest) Unmarshal 

func (m *PartialRunSetupRequest) Unmarshal(dAtA []byte) error

type PartialRunSetupResponse 

type PartialRunSetupResponse struct {
	// The unique handle corresponding to the ongoing partial run call setup by
	// the invocation to PartialRunSetup. This handle may be passed to
	// RunStepRequest to send and receive tensors for this partial run.
	PartialRunHandle string `protobuf:"bytes,1,opt,name=partial_run_handle,json=partialRunHandle,proto3" json:"partial_run_handle,omitempty"`
}

func (*PartialRunSetupResponse) Descriptor 

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

func (*PartialRunSetupResponse) GetPartialRunHandle 

func (m *PartialRunSetupResponse) GetPartialRunHandle() string

func (*PartialRunSetupResponse) Marshal 

func (m *PartialRunSetupResponse) Marshal() (dAtA []byte, err error)

func (*PartialRunSetupResponse) MarshalTo 

func (m *PartialRunSetupResponse) MarshalTo(dAtA []byte) (int, error)

func (*PartialRunSetupResponse) ProtoMessage 

func (*PartialRunSetupResponse) ProtoMessage()

func (*PartialRunSetupResponse) Reset 

func (m *PartialRunSetupResponse) Reset()

func (*PartialRunSetupResponse) Size 

func (m *PartialRunSetupResponse) Size() (n int)

func (*PartialRunSetupResponse) String 

func (m *PartialRunSetupResponse) String() string

func (*PartialRunSetupResponse) Unmarshal 

func (m *PartialRunSetupResponse) Unmarshal(dAtA []byte) error

type QueueRunnerDef 

type QueueRunnerDef struct {
	// Queue name.
	QueueName string `protobuf:"bytes,1,opt,name=queue_name,json=queueName,proto3" json:"queue_name,omitempty"`
	// A list of enqueue operations.
	EnqueueOpName []string `protobuf:"bytes,2,rep,name=enqueue_op_name,json=enqueueOpName" json:"enqueue_op_name,omitempty"`
	// The operation to run to close the queue.
	CloseOpName string `protobuf:"bytes,3,opt,name=close_op_name,json=closeOpName,proto3" json:"close_op_name,omitempty"`
	// The operation to run to cancel the queue.
	CancelOpName string `protobuf:"bytes,4,opt,name=cancel_op_name,json=cancelOpName,proto3" json:"cancel_op_name,omitempty"`
	// A list of exception types considered to signal a safely closed queue
	// if raised during enqueue operations.
	QueueClosedExceptionTypes []Error_Code `` /* 168-byte string literal not displayed */
}

Protocol buffer representing a QueueRunner.

func (*QueueRunnerDef) Descriptor 

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

func (*QueueRunnerDef) GetCancelOpName 

func (m *QueueRunnerDef) GetCancelOpName() string

func (*QueueRunnerDef) GetCloseOpName 

func (m *QueueRunnerDef) GetCloseOpName() string

func (*QueueRunnerDef) GetEnqueueOpName 

func (m *QueueRunnerDef) GetEnqueueOpName() []string

func (*QueueRunnerDef) GetQueueClosedExceptionTypes 

func (m *QueueRunnerDef) GetQueueClosedExceptionTypes() []Error_Code

func (*QueueRunnerDef) GetQueueName 

func (m *QueueRunnerDef) GetQueueName() string

func (*QueueRunnerDef) Marshal 

func (m *QueueRunnerDef) Marshal() (dAtA []byte, err error)

func (*QueueRunnerDef) MarshalTo 

func (m *QueueRunnerDef) MarshalTo(dAtA []byte) (int, error)

func (*QueueRunnerDef) ProtoMessage 

func (*QueueRunnerDef) ProtoMessage()

func (*QueueRunnerDef) Reset 

func (m *QueueRunnerDef) Reset()

func (*QueueRunnerDef) Size 

func (m *QueueRunnerDef) Size() (n int)

func (*QueueRunnerDef) String 

func (m *QueueRunnerDef) String() string

func (*QueueRunnerDef) Unmarshal 

func (m *QueueRunnerDef) Unmarshal(dAtA []byte) error

type RPCOptions 

type RPCOptions struct {
	// If true, always use RPC to contact the session target.
	//
	// If false (the default option), TensorFlow may use an optimized
	// transport for client-master communication that avoids the RPC
	// stack. This option is primarily for used testing the RPC stack.
	UseRpcForInprocessMaster bool `` /* 140-byte string literal not displayed */
}

func (*RPCOptions) Descriptor 

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

func (*RPCOptions) GetUseRpcForInprocessMaster 

func (m *RPCOptions) GetUseRpcForInprocessMaster() bool

func (*RPCOptions) Marshal 

func (m *RPCOptions) Marshal() (dAtA []byte, err error)

func (*RPCOptions) MarshalTo 

func (m *RPCOptions) MarshalTo(dAtA []byte) (int, error)

func (*RPCOptions) ProtoMessage 

func (*RPCOptions) ProtoMessage()

func (*RPCOptions) Reset 

func (m *RPCOptions) Reset()

func (*RPCOptions) Size 

func (m *RPCOptions) Size() (n int)

func (*RPCOptions) String 

func (m *RPCOptions) String() string

func (*RPCOptions) Unmarshal 

func (m *RPCOptions) Unmarshal(dAtA []byte) error

type ReaderBaseState 

type ReaderBaseState struct {
	WorkStarted        int64  `protobuf:"varint,1,opt,name=work_started,json=workStarted,proto3" json:"work_started,omitempty"`
	WorkFinished       int64  `protobuf:"varint,2,opt,name=work_finished,json=workFinished,proto3" json:"work_finished,omitempty"`
	NumRecordsProduced int64  `protobuf:"varint,3,opt,name=num_records_produced,json=numRecordsProduced,proto3" 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) Marshal 

func (m *ReaderBaseState) Marshal() (dAtA []byte, err error)

func (*ReaderBaseState) MarshalTo 

func (m *ReaderBaseState) MarshalTo(dAtA []byte) (int, error)

func (*ReaderBaseState) ProtoMessage 

func (*ReaderBaseState) ProtoMessage()

func (*ReaderBaseState) Reset 

func (m *ReaderBaseState) Reset()

func (*ReaderBaseState) Size 

func (m *ReaderBaseState) Size() (n int)

func (*ReaderBaseState) String 

func (m *ReaderBaseState) String() string

func (*ReaderBaseState) Unmarshal 

func (m *ReaderBaseState) Unmarshal(dAtA []byte) error

type RecvTensorRequest 

type RecvTensorRequest struct {
	// The step in which the tensor will be produced.
	//
	// REQUIRED: This must eventually correspond to the `step_id` passed
	// into a RunGraph call on the same WorkerService.
	StepId int64 `protobuf:"varint,1,opt,name=step_id,json=stepId,proto3" json:"step_id,omitempty"`
	// A key that identifies the tensor to be received.
	RendezvousKey string `protobuf:"bytes,2,opt,name=rendezvous_key,json=rendezvousKey,proto3" json:"rendezvous_key,omitempty"`
	// If true, use an out-of-band DMA mechanism to transfer the
	// received tensor.
	DmaOk bool `protobuf:"varint,3,opt,name=dma_ok,json=dmaOk,proto3" json:"dma_ok,omitempty"`
	// Optional information on client-side device locality.
	ClientLocality *DeviceLocality `protobuf:"bytes,4,opt,name=client_locality,json=clientLocality" json:"client_locality,omitempty"`
	// Optional information on server-side device locality.
	ServerLocality *DeviceLocality `protobuf:"bytes,5,opt,name=server_locality,json=serverLocality" json:"server_locality,omitempty"`
	// Optional information needed by the RPC subsystem.
	TransportOptions *google_protobuf.Any `protobuf:"bytes,6,opt,name=transport_options,json=transportOptions" json:"transport_options,omitempty"`
}

func (*RecvTensorRequest) Descriptor 

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

func (*RecvTensorRequest) GetClientLocality 

func (m *RecvTensorRequest) GetClientLocality() *DeviceLocality

func (*RecvTensorRequest) GetDmaOk 

func (m *RecvTensorRequest) GetDmaOk() bool

func (*RecvTensorRequest) GetRendezvousKey 

func (m *RecvTensorRequest) GetRendezvousKey() string

func (*RecvTensorRequest) GetServerLocality 

func (m *RecvTensorRequest) GetServerLocality() *DeviceLocality

func (*RecvTensorRequest) GetStepId 

func (m *RecvTensorRequest) GetStepId() int64

func (*RecvTensorRequest) GetTransportOptions 

func (m *RecvTensorRequest) GetTransportOptions() *google_protobuf.Any

func (*RecvTensorRequest) Marshal 

func (m *RecvTensorRequest) Marshal() (dAtA []byte, err error)

func (*RecvTensorRequest) MarshalTo 

func (m *RecvTensorRequest) MarshalTo(dAtA []byte) (int, error)

func (*RecvTensorRequest) ProtoMessage 

func (*RecvTensorRequest) ProtoMessage()

func (*RecvTensorRequest) Reset 

func (m *RecvTensorRequest) Reset()

func (*RecvTensorRequest) Size 

func (m *RecvTensorRequest) Size() (n int)

func (*RecvTensorRequest) String 

func (m *RecvTensorRequest) String() string

func (*RecvTensorRequest) Unmarshal 

func (m *RecvTensorRequest) Unmarshal(dAtA []byte) error

type RecvTensorResponse 

type RecvTensorResponse struct {
	// The tensor as a proto.
	Tensor *TensorProto `protobuf:"bytes,1,opt,name=tensor" json:"tensor,omitempty"`
	// If true, this tensor was the output of a dead node, and the
	// content is invalid.
	IsDead bool `protobuf:"varint,2,opt,name=is_dead,json=isDead,proto3" json:"is_dead,omitempty"`
	// The time at which tensor was available and started to be returned.
	SendStartMicros int64 `protobuf:"varint,3,opt,name=send_start_micros,json=sendStartMicros,proto3" json:"send_start_micros,omitempty"`
	// Optional additional information about how to receive the tensor,
	// e.g. in the event that `RecvTensorRequest.dma_ok` was true.
	TransportOptions *google_protobuf.Any `protobuf:"bytes,4,opt,name=transport_options,json=transportOptions" json:"transport_options,omitempty"`
}

func (*RecvTensorResponse) Descriptor 

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

func (*RecvTensorResponse) GetIsDead 

func (m *RecvTensorResponse) GetIsDead() bool

func (*RecvTensorResponse) GetSendStartMicros 

func (m *RecvTensorResponse) GetSendStartMicros() int64

func (*RecvTensorResponse) GetTensor 

func (m *RecvTensorResponse) GetTensor() *TensorProto

func (*RecvTensorResponse) GetTransportOptions 

func (m *RecvTensorResponse) GetTransportOptions() *google_protobuf.Any

func (*RecvTensorResponse) Marshal 

func (m *RecvTensorResponse) Marshal() (dAtA []byte, err error)

func (*RecvTensorResponse) MarshalTo 

func (m *RecvTensorResponse) MarshalTo(dAtA []byte) (int, error)

func (*RecvTensorResponse) ProtoMessage 

func (*RecvTensorResponse) ProtoMessage()

func (*RecvTensorResponse) Reset 

func (m *RecvTensorResponse) Reset()

func (*RecvTensorResponse) Size 

func (m *RecvTensorResponse) Size() (n int)

func (*RecvTensorResponse) String 

func (m *RecvTensorResponse) String() string

func (*RecvTensorResponse) Unmarshal 

func (m *RecvTensorResponse) Unmarshal(dAtA []byte) error

type RegisterGraphRequest 

type RegisterGraphRequest struct {
	// Subgraphs are scoped within one session.
	SessionHandle string `protobuf:"bytes,1,opt,name=session_handle,json=sessionHandle,proto3" json:"session_handle,omitempty"`
	// "graph_def" has the subgraph of nodes for this worker, with each node
	// having its device_name filled in.
	GraphDef *GraphDef `protobuf:"bytes,2,opt,name=graph_def,json=graphDef" json:"graph_def,omitempty"`
	// True iff the graph (before partitioning) contains control flow nodes.
	//
	// As of 01/11/2015, this is no longer set by clients.
	HasControlFlow bool `protobuf:"varint,3,opt,name=has_control_flow,json=hasControlFlow,proto3" json:"has_control_flow,omitempty"`
	// Configuration options for the session in which this graph was created.
	GraphOptions *GraphOptions `protobuf:"bytes,4,opt,name=graph_options,json=graphOptions" json:"graph_options,omitempty"`
	// Field(s) used by TensorFlow Debugger (tfdbg).
	DebugOptions *DebugOptions `protobuf:"bytes,5,opt,name=debug_options,json=debugOptions" json:"debug_options,omitempty"`
}

func (*RegisterGraphRequest) Descriptor 

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

func (*RegisterGraphRequest) GetDebugOptions 

func (m *RegisterGraphRequest) GetDebugOptions() *DebugOptions

func (*RegisterGraphRequest) GetGraphDef 

func (m *RegisterGraphRequest) GetGraphDef() *GraphDef

func (*RegisterGraphRequest) GetGraphOptions 

func (m *RegisterGraphRequest) GetGraphOptions() *GraphOptions

func (*RegisterGraphRequest) GetHasControlFlow 

func (m *RegisterGraphRequest) GetHasControlFlow() bool

func (*RegisterGraphRequest) GetSessionHandle 

func (m *RegisterGraphRequest) GetSessionHandle() string

func (*RegisterGraphRequest) Marshal 

func (m *RegisterGraphRequest) Marshal() (dAtA []byte, err error)

func (*RegisterGraphRequest) MarshalTo 

func (m *RegisterGraphRequest) MarshalTo(dAtA []byte) (int, error)

func (*RegisterGraphRequest) ProtoMessage 

func (*RegisterGraphRequest) ProtoMessage()

func (*RegisterGraphRequest) Reset 

func (m *RegisterGraphRequest) Reset()

func (*RegisterGraphRequest) Size 

func (m *RegisterGraphRequest) Size() (n int)

func (*RegisterGraphRequest) String 

func (m *RegisterGraphRequest) String() string

func (*RegisterGraphRequest) Unmarshal 

func (m *RegisterGraphRequest) Unmarshal(dAtA []byte) error

type RegisterGraphResponse 

type RegisterGraphResponse struct {
	// If the registration succeeds, returns an opaque graph_handle to
	// the master. The master calls RunGraph with graph_handle to
	// compute different steps.
	GraphHandle string `protobuf:"bytes,1,opt,name=graph_handle,json=graphHandle,proto3" json:"graph_handle,omitempty"`
}

func (*RegisterGraphResponse) Descriptor 

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

func (*RegisterGraphResponse) GetGraphHandle 

func (m *RegisterGraphResponse) GetGraphHandle() string

func (*RegisterGraphResponse) Marshal 

func (m *RegisterGraphResponse) Marshal() (dAtA []byte, err error)

func (*RegisterGraphResponse) MarshalTo 

func (m *RegisterGraphResponse) MarshalTo(dAtA []byte) (int, error)

func (*RegisterGraphResponse) ProtoMessage 

func (*RegisterGraphResponse) ProtoMessage()

func (*RegisterGraphResponse) Reset 

func (m *RegisterGraphResponse) Reset()

func (*RegisterGraphResponse) Size 

func (m *RegisterGraphResponse) Size() (n int)

func (*RegisterGraphResponse) String 

func (m *RegisterGraphResponse) String() string

func (*RegisterGraphResponse) Unmarshal 

func (m *RegisterGraphResponse) Unmarshal(dAtA []byte) error

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,proto3" 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) Marshal 

func (m *RemoteFusedGraphExecuteInfo) Marshal() (dAtA []byte, err error)

func (*RemoteFusedGraphExecuteInfo) MarshalTo 

func (m *RemoteFusedGraphExecuteInfo) MarshalTo(dAtA []byte) (int, error)

func (*RemoteFusedGraphExecuteInfo) ProtoMessage 

func (*RemoteFusedGraphExecuteInfo) ProtoMessage()

func (*RemoteFusedGraphExecuteInfo) Reset 

func (m *RemoteFusedGraphExecuteInfo) Reset()

func (*RemoteFusedGraphExecuteInfo) Size 

func (m *RemoteFusedGraphExecuteInfo) Size() (n int)

func (*RemoteFusedGraphExecuteInfo) String 

func (m *RemoteFusedGraphExecuteInfo) String() string

func (*RemoteFusedGraphExecuteInfo) Unmarshal 

func (m *RemoteFusedGraphExecuteInfo) Unmarshal(dAtA []byte) error

type RemoteFusedGraphExecuteInfo_TensorShapeTypeProto 

type RemoteFusedGraphExecuteInfo_TensorShapeTypeProto struct {
	Dtype DataType          `protobuf:"varint,1,opt,name=dtype,proto3,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) Marshal 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Marshal() (dAtA []byte, err error)

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) MarshalTo 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) MarshalTo(dAtA []byte) (int, error)

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) ProtoMessage 

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) ProtoMessage()

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Reset 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Reset()

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Size 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Size() (n int)

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) String 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) String() string

func (*RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Unmarshal 

func (m *RemoteFusedGraphExecuteInfo_TensorShapeTypeProto) Unmarshal(dAtA []byte) error

type ResetRequest 

type ResetRequest struct {
	// A list of container names, which may be empty.
	//
	// If 'container' is not empty, releases resoures in the given
	// containers in all devices.
	//
	// If 'container' is empty, releases resources in the default
	// container in all devices.
	Container []string `protobuf:"bytes,1,rep,name=container" json:"container,omitempty"`
	// When any filters are present, only devices that match the filters
	// will be reset. Each filter can be partially specified,
	// e.g. "/job:ps" "/job:worker/replica:3", etc.
	DeviceFilters []string `protobuf:"bytes,2,rep,name=device_filters,json=deviceFilters" json:"device_filters,omitempty"`
}

Reset() allows misbehaving or slow sessions to be aborted and closed, and causes their resources eventually to be released. Reset() does not wait for the computations in old sessions to cease; it merely starts the process of tearing them down. However, if a new session is started after a Reset(), the new session is isolated from changes that old sessions (started prior to the Reset()) may continue to make to resources, provided all those resources are in containers listed in "containers".

Old sessions may continue to have side-effects on resources not in containers listed in "containers", and thus may affect future sessions' results in ways that are hard to predict. Thus, if well-defined behaviour is desired, is it recommended that all containers be listed in "containers". Similarly, if a device_filter is specified, results may be hard to predict.

func (*ResetRequest) Descriptor 

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

func (*ResetRequest) GetContainer 

func (m *ResetRequest) GetContainer() []string

func (*ResetRequest) GetDeviceFilters 

func (m *ResetRequest) GetDeviceFilters() []string

func (*ResetRequest) Marshal 

func (m *ResetRequest) Marshal() (dAtA []byte, err error)

func (*ResetRequest) MarshalTo 

func (m *ResetRequest) MarshalTo(dAtA []byte) (int, error)

func (*ResetRequest) ProtoMessage 

func (*ResetRequest) ProtoMessage()

func (*ResetRequest) Reset 

func (m *ResetRequest) Reset()

func (*ResetRequest) Size 

func (m *ResetRequest) Size() (n int)

func (*ResetRequest) String 

func (m *ResetRequest) String() string

func (*ResetRequest) Unmarshal 

func (m *ResetRequest) Unmarshal(dAtA []byte) error

type ResetResponse 

type ResetResponse struct {
}

func (*ResetResponse) Descriptor 

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

func (*ResetResponse) Marshal 

func (m *ResetResponse) Marshal() (dAtA []byte, err error)

func (*ResetResponse) MarshalTo 

func (m *ResetResponse) MarshalTo(dAtA []byte) (int, error)

func (*ResetResponse) ProtoMessage 

func (*ResetResponse) ProtoMessage()

func (*ResetResponse) Reset 

func (m *ResetResponse) Reset()

func (*ResetResponse) Size 

func (m *ResetResponse) Size() (n int)

func (*ResetResponse) String 

func (m *ResetResponse) String() string

func (*ResetResponse) Unmarshal 

func (m *ResetResponse) Unmarshal(dAtA []byte) error

type ResourceHandle 

type ResourceHandle struct {
	// Unique name for the device containing the resource.
	Device string `protobuf:"bytes,1,opt,name=device,proto3" json:"device,omitempty"`
	// Container in which this resource is placed.
	Container string `protobuf:"bytes,2,opt,name=container,proto3" json:"container,omitempty"`
	// Unique name of this resource.
	Name string `protobuf:"bytes,3,opt,name=name,proto3" 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,proto3" 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,proto3" 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 (*ResourceHandle) Descriptor 

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

func (*ResourceHandle) GetContainer 

func (m *ResourceHandle) GetContainer() string

func (*ResourceHandle) GetDevice 

func (m *ResourceHandle) GetDevice() string

func (*ResourceHandle) GetHashCode 

func (m *ResourceHandle) GetHashCode() uint64

func (*ResourceHandle) GetMaybeTypeName 

func (m *ResourceHandle) GetMaybeTypeName() string

func (*ResourceHandle) GetName 

func (m *ResourceHandle) GetName() string

func (*ResourceHandle) Marshal 

func (m *ResourceHandle) Marshal() (dAtA []byte, err error)

func (*ResourceHandle) MarshalTo 

func (m *ResourceHandle) MarshalTo(dAtA []byte) (int, error)

func (*ResourceHandle) ProtoMessage 

func (*ResourceHandle) ProtoMessage()

func (*ResourceHandle) Reset 

func (m *ResourceHandle) Reset()

func (*ResourceHandle) Size 

func (m *ResourceHandle) Size() (n int)

func (*ResourceHandle) String 

func (m *ResourceHandle) String() string

func (*ResourceHandle) Unmarshal 

func (m *ResourceHandle) Unmarshal(dAtA []byte) error

type RewriterConfig 

type RewriterConfig struct {
	OptimizeTensorLayout bool                      `protobuf:"varint,1,opt,name=optimize_tensor_layout,json=optimizeTensorLayout,proto3" json:"optimize_tensor_layout,omitempty"`
	DisableModelPruning  bool                      `protobuf:"varint,2,opt,name=disable_model_pruning,json=disableModelPruning,proto3" json:"disable_model_pruning,omitempty"`
	ConstantFolding      bool                      `protobuf:"varint,3,opt,name=constant_folding,json=constantFolding,proto3" json:"constant_folding,omitempty"`
	MemoryOptimization   RewriterConfig_MemOptType `` /* 158-byte string literal not displayed */
	AutoParallel         *AutoParallelOptions      `protobuf:"bytes,5,opt,name=auto_parallel,json=autoParallel" json:"auto_parallel,omitempty"`
	// If non-empty, will use this as an alternative way to specify a list of
	// optimizations to turn on and the order of the optimizations.
	Optimizers []string `protobuf:"bytes,100,rep,name=optimizers" json:"optimizers,omitempty"`
}

func (*RewriterConfig) Descriptor 

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

func (*RewriterConfig) GetAutoParallel 

func (m *RewriterConfig) GetAutoParallel() *AutoParallelOptions

func (*RewriterConfig) GetConstantFolding 

func (m *RewriterConfig) GetConstantFolding() bool

func (*RewriterConfig) GetDisableModelPruning 

func (m *RewriterConfig) GetDisableModelPruning() bool

func (*RewriterConfig) GetMemoryOptimization 

func (m *RewriterConfig) GetMemoryOptimization() RewriterConfig_MemOptType

func (*RewriterConfig) GetOptimizeTensorLayout 

func (m *RewriterConfig) GetOptimizeTensorLayout() bool

func (*RewriterConfig) GetOptimizers 

func (m *RewriterConfig) GetOptimizers() []string

func (*RewriterConfig) Marshal 

func (m *RewriterConfig) Marshal() (dAtA []byte, err error)

func (*RewriterConfig) MarshalTo 

func (m *RewriterConfig) MarshalTo(dAtA []byte) (int, error)

func (*RewriterConfig) ProtoMessage 

func (*RewriterConfig) ProtoMessage()

func (*RewriterConfig) Reset 

func (m *RewriterConfig) Reset()

func (*RewriterConfig) Size 

func (m *RewriterConfig) Size() (n int)

func (*RewriterConfig) String 

func (m *RewriterConfig) String() string

func (*RewriterConfig) Unmarshal 

func (m *RewriterConfig) Unmarshal(dAtA []byte) error

type RewriterConfig_MemOptType 

type RewriterConfig_MemOptType int32
const (
	// Fully disabled
	RewriterConfig_NO_MEM_OPT RewriterConfig_MemOptType = 0
	// Driven by manual annotations
	RewriterConfig_MANUAL RewriterConfig_MemOptType = 1
)

func (RewriterConfig_MemOptType) EnumDescriptor 

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

func (RewriterConfig_MemOptType) String 

func (x RewriterConfig_MemOptType) String() string

type RunGraphRequest 

type RunGraphRequest struct {
	// session_handle is the the master-generated unique id for this session.
	// If session_handle is non-empty, it must be the same as used when
	// registering the graph. If it is empty, a single global namespace is used to
	// search for the graph_handle.
	SessionHandle string `protobuf:"bytes,8,opt,name=session_handle,json=sessionHandle,proto3" json:"session_handle,omitempty"`
	// REQUIRED: graph_handle must be returned by a RegisterGraph call
	// to the same WorkerService.
	GraphHandle string `protobuf:"bytes,1,opt,name=graph_handle,json=graphHandle,proto3" json:"graph_handle,omitempty"`
	// A unique ID to distinguish different runs of the same graph.
	//
	// The master generates a global unique `step_id` to distinguish
	// different runs of the graph computation. Subgraphs communicate
	// (e.g., send/recv ops) with each other using `step_id` to
	// distinguish tensors generated by different runs.
	StepId int64 `protobuf:"varint,2,opt,name=step_id,json=stepId,proto3" json:"step_id,omitempty"`
	// Options for this step.
	ExecOpts *ExecutorOpts `protobuf:"bytes,5,opt,name=exec_opts,json=execOpts" json:"exec_opts,omitempty"`
	// Runs the graph.
	//
	// Sends the tensors in "send" into the graph before the run and
	// fetches the keys into `RunGraphResponse.recv` after the run.
	Send    []*NamedTensorProto `protobuf:"bytes,3,rep,name=send" json:"send,omitempty"`
	RecvKey []string            `protobuf:"bytes,4,rep,name=recv_key,json=recvKey" json:"recv_key,omitempty"`
	// True if the RunGraphRequest is a partial run request.
	IsPartial bool `protobuf:"varint,6,opt,name=is_partial,json=isPartial,proto3" json:"is_partial,omitempty"`
	// True if this is the last partial run request in a sequence of requests.
	IsLastPartialRun bool `protobuf:"varint,7,opt,name=is_last_partial_run,json=isLastPartialRun,proto3" json:"is_last_partial_run,omitempty"`
}

func (*RunGraphRequest) Descriptor 

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

func (*RunGraphRequest) GetExecOpts 

func (m *RunGraphRequest) GetExecOpts() *ExecutorOpts

func (*RunGraphRequest) GetGraphHandle 

func (m *RunGraphRequest) GetGraphHandle() string

func (*RunGraphRequest) GetIsLastPartialRun 

func (m *RunGraphRequest) GetIsLastPartialRun() bool

func (*RunGraphRequest) GetIsPartial 

func (m *RunGraphRequest) GetIsPartial() bool

func (*RunGraphRequest) GetRecvKey 

func (m *RunGraphRequest) GetRecvKey() []string

func (*RunGraphRequest) GetSend 

func (m *RunGraphRequest) GetSend() []*NamedTensorProto

func (*RunGraphRequest) GetSessionHandle 

func (m *RunGraphRequest) GetSessionHandle() string

func (*RunGraphRequest) GetStepId 

func (m *RunGraphRequest) GetStepId() int64

func (*RunGraphRequest) Marshal 

func (m *RunGraphRequest) Marshal() (dAtA []byte, err error)

func (*RunGraphRequest) MarshalTo 

func (m *RunGraphRequest) MarshalTo(dAtA []byte) (int, error)

func (*RunGraphRequest) ProtoMessage 

func (*RunGraphRequest) ProtoMessage()

func (*RunGraphRequest) Reset 

func (m *RunGraphRequest) Reset()

func (*RunGraphRequest) Size 

func (m *RunGraphRequest) Size() (n int)

func (*RunGraphRequest) String 

func (m *RunGraphRequest) String() string

func (*RunGraphRequest) Unmarshal 

func (m *RunGraphRequest) Unmarshal(dAtA []byte) error

type RunGraphResponse 

type RunGraphResponse struct {
	// A list of tensors corresponding to those requested by
	// `RunGraphRequest.recv_key`.
	Recv []*NamedTensorProto `protobuf:"bytes,1,rep,name=recv" json:"recv,omitempty"`
	// If the request asked for execution stats or cost graph, these are returned
	// here.
	StepStats *StepStats    `protobuf:"bytes,2,opt,name=step_stats,json=stepStats" json:"step_stats,omitempty"`
	CostGraph *CostGraphDef `protobuf:"bytes,3,opt,name=cost_graph,json=costGraph" json:"cost_graph,omitempty"`
}

func (*RunGraphResponse) Descriptor 

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

func (*RunGraphResponse) GetCostGraph 

func (m *RunGraphResponse) GetCostGraph() *CostGraphDef

func (*RunGraphResponse) GetRecv 

func (m *RunGraphResponse) GetRecv() []*NamedTensorProto

func (*RunGraphResponse) GetStepStats 

func (m *RunGraphResponse) GetStepStats() *StepStats

func (*RunGraphResponse) Marshal 

func (m *RunGraphResponse) Marshal() (dAtA []byte, err error)

func (*RunGraphResponse) MarshalTo 

func (m *RunGraphResponse) MarshalTo(dAtA []byte) (int, error)

func (*RunGraphResponse) ProtoMessage 

func (*RunGraphResponse) ProtoMessage()

func (*RunGraphResponse) Reset 

func (m *RunGraphResponse) Reset()

func (*RunGraphResponse) Size 

func (m *RunGraphResponse) Size() (n int)

func (*RunGraphResponse) String 

func (m *RunGraphResponse) String() string

func (*RunGraphResponse) Unmarshal 

func (m *RunGraphResponse) Unmarshal(dAtA []byte) error

type RunMetadata 

type RunMetadata struct {
	// Statistics traced for this step. Populated if tracing is turned on via the
	// "RunOptions" proto.
	// EXPERIMENTAL: The format and set of events may change in future versions.
	StepStats *StepStats `protobuf:"bytes,1,opt,name=step_stats,json=stepStats" json:"step_stats,omitempty"`
	// The cost graph for the computation defined by the run call.
	CostGraph *CostGraphDef `protobuf:"bytes,2,opt,name=cost_graph,json=costGraph" json:"cost_graph,omitempty"`
	// Graphs of the partitions executed by executors.
	PartitionGraphs []*GraphDef `protobuf:"bytes,3,rep,name=partition_graphs,json=partitionGraphs" json:"partition_graphs,omitempty"`
}

Metadata output (i.e., non-Tensor) for a single Run() call.

func (*RunMetadata) Descriptor 

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

func (*RunMetadata) GetCostGraph 

func (m *RunMetadata) GetCostGraph() *CostGraphDef

func (*RunMetadata) GetPartitionGraphs 

func (m *RunMetadata) GetPartitionGraphs() []*GraphDef

func (*RunMetadata) GetStepStats 

func (m *RunMetadata) GetStepStats() *StepStats

func (*RunMetadata) Marshal 

func (m *RunMetadata) Marshal() (dAtA []byte, err error)

func (*RunMetadata) MarshalTo 

func (m *RunMetadata) MarshalTo(dAtA []byte) (int, error)

func (*RunMetadata) ProtoMessage 

func (*RunMetadata) ProtoMessage()

func (*RunMetadata) Reset 

func (m *RunMetadata) Reset()

func (*RunMetadata) Size 

func (m *RunMetadata) Size() (n int)

func (*RunMetadata) String 

func (m *RunMetadata) String() string

func (*RunMetadata) Unmarshal 

func (m *RunMetadata) Unmarshal(dAtA []byte) error

type RunOptions 

type RunOptions struct {
	TraceLevel RunOptions_TraceLevel `` /* 130-byte string literal not displayed */
	// Time to wait for operation to complete in milliseconds.
	TimeoutInMs int64 `protobuf:"varint,2,opt,name=timeout_in_ms,json=timeoutInMs,proto3" json:"timeout_in_ms,omitempty"`
	// The thread pool to use, if session_inter_op_thread_pool is configured.
	InterOpThreadPool int32 `protobuf:"varint,3,opt,name=inter_op_thread_pool,json=interOpThreadPool,proto3" json:"inter_op_thread_pool,omitempty"`
	// Whether the partition graph(s) executed by the executor(s) should be
	// outputted via RunMetadata.
	OutputPartitionGraphs bool `` /* 127-byte string literal not displayed */
	// EXPERIMENTAL.  Options used to initialize DebuggerState, if enabled.
	DebugOptions *DebugOptions `protobuf:"bytes,6,opt,name=debug_options,json=debugOptions" json:"debug_options,omitempty"`
}

Options for a single Run() call.

func (*RunOptions) Descriptor 

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

func (*RunOptions) GetDebugOptions 

func (m *RunOptions) GetDebugOptions() *DebugOptions

func (*RunOptions) GetInterOpThreadPool 

func (m *RunOptions) GetInterOpThreadPool() int32

func (*RunOptions) GetOutputPartitionGraphs 

func (m *RunOptions) GetOutputPartitionGraphs() bool

func (*RunOptions) GetTimeoutInMs 

func (m *RunOptions) GetTimeoutInMs() int64

func (*RunOptions) GetTraceLevel 

func (m *RunOptions) GetTraceLevel() RunOptions_TraceLevel

func (*RunOptions) Marshal 

func (m *RunOptions) Marshal() (dAtA []byte, err error)

func (*RunOptions) MarshalTo 

func (m *RunOptions) MarshalTo(dAtA []byte) (int, error)

func (*RunOptions) ProtoMessage 

func (*RunOptions) ProtoMessage()

func (*RunOptions) Reset 

func (m *RunOptions) Reset()

func (*RunOptions) Size 

func (m *RunOptions) Size() (n int)

func (*RunOptions) String 

func (m *RunOptions) String() string

func (*RunOptions) Unmarshal 

func (m *RunOptions) Unmarshal(dAtA []byte) error

type RunOptions_TraceLevel 

type RunOptions_TraceLevel int32

TODO(pbar) Turn this into a TraceOptions proto which allows tracing to be controlled in a more orthogonal manner? 

const (
	RunOptions_NO_TRACE       RunOptions_TraceLevel = 0
	RunOptions_SOFTWARE_TRACE RunOptions_TraceLevel = 1
	RunOptions_HARDWARE_TRACE RunOptions_TraceLevel = 2
	RunOptions_FULL_TRACE     RunOptions_TraceLevel = 3
)

func (RunOptions_TraceLevel) EnumDescriptor 

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

func (RunOptions_TraceLevel) String 

func (x RunOptions_TraceLevel) String() string

type RunStepRequest 

type RunStepRequest struct {
	// REQUIRED: session_handle must be returned by a CreateSession call
	// to the same master service.
	SessionHandle string `protobuf:"bytes,1,opt,name=session_handle,json=sessionHandle,proto3" json:"session_handle,omitempty"`
	// Tensors to be fed in the step. Each feed is a named tensor.
	Feed []*NamedTensorProto `protobuf:"bytes,2,rep,name=feed" json:"feed,omitempty"`
	// Fetches. A list of tensor names. The caller expects a tensor to
	// be returned for each fetch[i] (see RunStepResponse.tensor). The
	// order of specified fetches does not change the execution order.
	Fetch []string `protobuf:"bytes,3,rep,name=fetch" json:"fetch,omitempty"`
	// Target Nodes. A list of node names. The named nodes will be run
	// to but their outputs will not be fetched.
	Target []string `protobuf:"bytes,4,rep,name=target" json:"target,omitempty"`
	// Options for the run call.
	Options *RunOptions `protobuf:"bytes,5,opt,name=options" json:"options,omitempty"`
	// Partial run handle (optional). If specified, this will be a partial run
	// execution, run up to the specified fetches.
	PartialRunHandle string `protobuf:"bytes,6,opt,name=partial_run_handle,json=partialRunHandle,proto3" json:"partial_run_handle,omitempty"`
}

func (*RunStepRequest) Descriptor 

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

func (*RunStepRequest) GetFeed 

func (m *RunStepRequest) GetFeed() []*NamedTensorProto

func (*RunStepRequest) GetFetch 

func (m *RunStepRequest) GetFetch() []string

func (*RunStepRequest) GetOptions 

func (m *RunStepRequest) GetOptions() *RunOptions

func (*RunStepRequest) GetPartialRunHandle 

func (m *RunStepRequest) GetPartialRunHandle() string

func (*RunStepRequest) GetSessionHandle 

func (m *RunStepRequest) GetSessionHandle() string

func (*RunStepRequest) GetTarget 

func (m *RunStepRequest) GetTarget() []string

func (*RunStepRequest) Marshal 

func (m *RunStepRequest) Marshal() (dAtA []byte, err error)

func (*RunStepRequest) MarshalTo 

func (m *RunStepRequest) MarshalTo(dAtA []byte) (int, error)

func (*RunStepRequest) ProtoMessage 

func (*RunStepRequest) ProtoMessage()

func (*RunStepRequest) Reset 

func (m *RunStepRequest) Reset()

func (*RunStepRequest) Size 

func (m *RunStepRequest) Size() (n int)

func (*RunStepRequest) String 

func (m *RunStepRequest) String() string

func (*RunStepRequest) Unmarshal 

func (m *RunStepRequest) Unmarshal(dAtA []byte) error

type RunStepResponse 

type RunStepResponse struct {
	// NOTE: The order of the returned tensors may or may not match
	// the fetch order specified in RunStepRequest.
	Tensor []*NamedTensorProto `protobuf:"bytes,1,rep,name=tensor" json:"tensor,omitempty"`
	// Returned metadata if requested in the options.
	Metadata *RunMetadata `protobuf:"bytes,2,opt,name=metadata" json:"metadata,omitempty"`
}

func (*RunStepResponse) Descriptor 

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

func (*RunStepResponse) GetMetadata 

func (m *RunStepResponse) GetMetadata() *RunMetadata

func (*RunStepResponse) GetTensor 

func (m *RunStepResponse) GetTensor() []*NamedTensorProto

func (*RunStepResponse) Marshal 

func (m *RunStepResponse) Marshal() (dAtA []byte, err error)

func (*RunStepResponse) MarshalTo 

func (m *RunStepResponse) MarshalTo(dAtA []byte) (int, error)

func (*RunStepResponse) ProtoMessage 

func (*RunStepResponse) ProtoMessage()

func (*RunStepResponse) Reset 

func (m *RunStepResponse) Reset()

func (*RunStepResponse) Size 

func (m *RunStepResponse) Size() (n int)

func (*RunStepResponse) String 

func (m *RunStepResponse) String() string

func (*RunStepResponse) Unmarshal 

func (m *RunStepResponse) Unmarshal(dAtA []byte) error

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,proto3" 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) Marshal 

func (m *SaveSliceInfoDef) Marshal() (dAtA []byte, err error)

func (*SaveSliceInfoDef) MarshalTo 

func (m *SaveSliceInfoDef) MarshalTo(dAtA []byte) (int, error)

func (*SaveSliceInfoDef) ProtoMessage 

func (*SaveSliceInfoDef) ProtoMessage()

func (*SaveSliceInfoDef) Reset 

func (m *SaveSliceInfoDef) Reset()

func (*SaveSliceInfoDef) Size 

func (m *SaveSliceInfoDef) Size() (n int)

func (*SaveSliceInfoDef) String 

func (m *SaveSliceInfoDef) String() string

func (*SaveSliceInfoDef) Unmarshal 

func (m *SaveSliceInfoDef) Unmarshal(dAtA []byte) error

type SavedModel 

type SavedModel struct {
	// The schema version of the SavedModel instance. Used for versioning when
	// making future changes to the specification/implementation. Initial value
	// at release will be 1.
	SavedModelSchemaVersion int64 `` /* 135-byte string literal not displayed */
	// One or more MetaGraphs.
	MetaGraphs []*MetaGraphDef `protobuf:"bytes,2,rep,name=meta_graphs,json=metaGraphs" json:"meta_graphs,omitempty"`
}

SavedModel is the high level serialization format for TensorFlow Models. See [todo: doc links, similar to session_bundle] for more information.

func (*SavedModel) Descriptor 

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

func (*SavedModel) GetMetaGraphs 

func (m *SavedModel) GetMetaGraphs() []*MetaGraphDef

func (*SavedModel) GetSavedModelSchemaVersion 

func (m *SavedModel) GetSavedModelSchemaVersion() int64

func (*SavedModel) Marshal 

func (m *SavedModel) Marshal() (dAtA []byte, err error)

func (*SavedModel) MarshalTo 

func (m *SavedModel) MarshalTo(dAtA []byte) (int, error)

func (*SavedModel) ProtoMessage 

func (*SavedModel) ProtoMessage()

func (*SavedModel) Reset 

func (m *SavedModel) Reset()

func (*SavedModel) Size 

func (m *SavedModel) Size() (n int)

func (*SavedModel) String 

func (m *SavedModel) String() string

func (*SavedModel) Unmarshal 

func (m *SavedModel) Unmarshal(dAtA []byte) error

type SaverDef 

type SaverDef struct {
	// The name of the tensor in which to specify the filename when saving or
	// restoring a model checkpoint.
	FilenameTensorName string `protobuf:"bytes,1,opt,name=filename_tensor_name,json=filenameTensorName,proto3" json:"filename_tensor_name,omitempty"`
	// The operation to run when saving a model checkpoint.
	SaveTensorName string `protobuf:"bytes,2,opt,name=save_tensor_name,json=saveTensorName,proto3" json:"save_tensor_name,omitempty"`
	// The operation to run when restoring a model checkpoint.
	RestoreOpName string `protobuf:"bytes,3,opt,name=restore_op_name,json=restoreOpName,proto3" json:"restore_op_name,omitempty"`
	// Maximum number of checkpoints to keep.  If 0, no checkpoints are deleted.
	MaxToKeep int32 `protobuf:"varint,4,opt,name=max_to_keep,json=maxToKeep,proto3" json:"max_to_keep,omitempty"`
	// Shard the save files, one per device that has Variable nodes.
	Sharded bool `protobuf:"varint,5,opt,name=sharded,proto3" json:"sharded,omitempty"`
	// How often to keep an additional checkpoint. If not specified, only the last
	// "max_to_keep" checkpoints are kept; if specified, in addition to keeping
	// the last "max_to_keep" checkpoints, an additional checkpoint will be kept
	// for every n hours of training.
	KeepCheckpointEveryNHours float32                          `` /* 144-byte string literal not displayed */
	Version                   SaverDef_CheckpointFormatVersion `protobuf:"varint,7,opt,name=version,proto3,enum=tensorflow.SaverDef_CheckpointFormatVersion" json:"version,omitempty"`
}

Protocol buffer representing the configuration of a Saver.

func (*SaverDef) Descriptor 

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

func (*SaverDef) GetFilenameTensorName 

func (m *SaverDef) GetFilenameTensorName() string

func (*SaverDef) GetKeepCheckpointEveryNHours 

func (m *SaverDef) GetKeepCheckpointEveryNHours() float32

func (*SaverDef) GetMaxToKeep 

func (m *SaverDef) GetMaxToKeep() int32

func (*SaverDef) GetRestoreOpName 

func (m *SaverDef) GetRestoreOpName() string

func (*SaverDef) GetSaveTensorName 

func (m *SaverDef) GetSaveTensorName() string

func (*SaverDef) GetSharded 

func (m *SaverDef) GetSharded() bool

func (*SaverDef) GetVersion 

func (m *SaverDef) GetVersion() SaverDef_CheckpointFormatVersion

func (*SaverDef) Marshal 

func (m *SaverDef) Marshal() (dAtA []byte, err error)

func (*SaverDef) MarshalTo 

func (m *SaverDef) MarshalTo(dAtA []byte) (int, error)

func (*SaverDef) ProtoMessage 

func (*SaverDef) ProtoMessage()

func (*SaverDef) Reset 

func (m *SaverDef) Reset()

func (*SaverDef) Size 

func (m *SaverDef) Size() (n int)

func (*SaverDef) String 

func (m *SaverDef) String() string

func (*SaverDef) Unmarshal 

func (m *SaverDef) Unmarshal(dAtA []byte) error

type SaverDef_CheckpointFormatVersion 

type SaverDef_CheckpointFormatVersion int32

A version number that identifies a different on-disk checkpoint format. Usually, each subclass of BaseSaverBuilder works with a particular version/format. However, it is possible that the same builder may be upgraded to support a newer checkpoint format in the future. 

const (
	// Internal legacy format.
	SaverDef_LEGACY SaverDef_CheckpointFormatVersion = 0
	// Current format: tf.Saver() which works with tensorflow::table::Table.
	SaverDef_V1 SaverDef_CheckpointFormatVersion = 1
	// Experimental format under development.
	SaverDef_V2 SaverDef_CheckpointFormatVersion = 2
)

func (SaverDef_CheckpointFormatVersion) EnumDescriptor 

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

func (SaverDef_CheckpointFormatVersion) String 

func (x SaverDef_CheckpointFormatVersion) String() string

type ServerDef 

type ServerDef struct {
	// The cluster of which this server is a member.
	Cluster *ClusterDef `protobuf:"bytes,1,opt,name=cluster" json:"cluster,omitempty"`
	// The name of the job of which this server is a member.
	//
	// NOTE(mrry): The `cluster` field must contain a `JobDef` with a `name` field
	// that matches this name.
	JobName string `protobuf:"bytes,2,opt,name=job_name,json=jobName,proto3" json:"job_name,omitempty"`
	// The task index of this server in its job.
	//
	// NOTE: The `cluster` field must contain a `JobDef` with a matching `name`
	// and a mapping in its `tasks` field for this index.
	TaskIndex int32 `protobuf:"varint,3,opt,name=task_index,json=taskIndex,proto3" json:"task_index,omitempty"`
	// The default configuration for sessions that run on this server.
	DefaultSessionConfig *ConfigProto `protobuf:"bytes,4,opt,name=default_session_config,json=defaultSessionConfig" json:"default_session_config,omitempty"`
	// The protocol to be used by this server.
	//
	// Acceptable values include: "grpc".
	Protocol string `protobuf:"bytes,5,opt,name=protocol,proto3" json:"protocol,omitempty"`
}

Defines the configuration of a single TensorFlow server.

func (*ServerDef) Descriptor 

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

func (*ServerDef) GetCluster 

func (m *ServerDef) GetCluster() *ClusterDef

func (*ServerDef) GetDefaultSessionConfig 

func (m *ServerDef) GetDefaultSessionConfig() *ConfigProto

func (*ServerDef) GetJobName 

func (m *ServerDef) GetJobName() string

func (*ServerDef) GetProtocol 

func (m *ServerDef) GetProtocol() string

func (*ServerDef) GetTaskIndex 

func (m *ServerDef) GetTaskIndex() int32

func (*ServerDef) Marshal 

func (m *ServerDef) Marshal() (dAtA []byte, err error)

func (*ServerDef) MarshalTo 

func (m *ServerDef) MarshalTo(dAtA []byte) (int, error)

func (*ServerDef) ProtoMessage 

func (*ServerDef) ProtoMessage()

func (*ServerDef) Reset 

func (m *ServerDef) Reset()

func (*ServerDef) Size 

func (m *ServerDef) Size() (n int)

func (*ServerDef) String 

func (m *ServerDef) String() string

func (*ServerDef) Unmarshal 

func (m *ServerDef) Unmarshal(dAtA []byte) error

type SignatureDef 

type SignatureDef struct {
	// Named input parameters.
	Inputs map[string]*TensorInfo `` /* 139-byte string literal not displayed */
	// Named output parameters.
	Outputs map[string]*TensorInfo `` /* 141-byte string literal not displayed */
	// Extensible method_name information enabling third-party users to mark a
	// SignatureDef as supporting a particular method. This enables producers and
	// consumers of SignatureDefs, e.g. a model definition library and a serving
	// library to have a clear hand-off regarding the semantics of a computation.
	//
	// Note that multiple SignatureDefs in a single MetaGraphDef may have the same
	// method_name. This is commonly used to support multi-headed computation,
	// where a single graph computation may return multiple results.
	MethodName string `protobuf:"bytes,3,opt,name=method_name,json=methodName,proto3" json:"method_name,omitempty"`
}

SignatureDef defines the signature of a computation supported by a TensorFlow graph.

For example, a model with two loss computations, sharing a single input, might have the following signature_def map.

Note that across the two SignatureDefs "loss_A" and "loss_B", the input key, output key, and method_name are identical, and will be used by system(s) that implement or rely upon this particular loss method. The output tensor names differ, demonstrating how different outputs can exist for the same method. 

signature_def {
  key: "loss_A"
  value {
    inputs {
      key: "input"
      value {
        name: "input:0"
        dtype: DT_STRING
        tensor_shape: ...
      }
    }
    outputs {
      key: "loss_output"
      value {
        name: "loss_output_A:0"
        dtype: DT_FLOAT
        tensor_shape: ...
      }
    }
  }
  ...
  method_name: "some/package/compute_loss"
}

signature_def {
  key: "loss_B"
  value {
    inputs {
      key: "input"
      value {
        name: "input:0"
        dtype: DT_STRING
        tensor_shape: ...
      }
    }
    outputs {
      key: "loss_output"
      value {
        name: "loss_output_B:0"
        dtype: DT_FLOAT
        tensor_shape: ...
      }
    }
  }
  ...
  method_name: "some/package/compute_loss"
}

func (*SignatureDef) Descriptor 

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

func (*SignatureDef) GetInputs 

func (m *SignatureDef) GetInputs() map[string]*TensorInfo

func (*SignatureDef) GetMethodName 

func (m *SignatureDef) GetMethodName() string

func (*SignatureDef) GetOutputs 

func (m *SignatureDef) GetOutputs() map[string]*TensorInfo

func (*SignatureDef) Marshal 

func (m *SignatureDef) Marshal() (dAtA []byte, err error)

func (*SignatureDef) MarshalTo 

func (m *SignatureDef) MarshalTo(dAtA []byte) (int, error)

func (*SignatureDef) ProtoMessage 

func (*SignatureDef) ProtoMessage()

func (*SignatureDef) Reset 

func (m *SignatureDef) Reset()

func (*SignatureDef) Size 

func (m *SignatureDef) Size() (n int)

func (*SignatureDef) String 

func (m *SignatureDef) String() string

func (*SignatureDef) Unmarshal 

func (m *SignatureDef) Unmarshal(dAtA []byte) error

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) Marshal 

func (m *StepStats) Marshal() (dAtA []byte, err error)

func (*StepStats) MarshalTo 

func (m *StepStats) MarshalTo(dAtA []byte) (int, error)

func (*StepStats) ProtoMessage 

func (*StepStats) ProtoMessage()

func (*StepStats) Reset 

func (m *StepStats) Reset()

func (*StepStats) Size 

func (m *StepStats) Size() (n int)

func (*StepStats) String 

func (m *StepStats) String() string

func (*StepStats) Unmarshal 

func (m *StepStats) Unmarshal(dAtA []byte) error

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) Marshal 

func (m *Summary) Marshal() (dAtA []byte, err error)

func (*Summary) MarshalTo 

func (m *Summary) MarshalTo(dAtA []byte) (int, error)

func (*Summary) ProtoMessage 

func (*Summary) ProtoMessage()

func (*Summary) Reset 

func (m *Summary) Reset()

func (*Summary) Size 

func (m *Summary) Size() (n int)

func (*Summary) String 

func (m *Summary) String() string

func (*Summary) Unmarshal 

func (m *Summary) Unmarshal(dAtA []byte) error

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,proto3" 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) Marshal 

func (m *SummaryDescription) Marshal() (dAtA []byte, err error)

func (*SummaryDescription) MarshalTo 

func (m *SummaryDescription) MarshalTo(dAtA []byte) (int, error)

func (*SummaryDescription) ProtoMessage 

func (*SummaryDescription) ProtoMessage()

func (*SummaryDescription) Reset 

func (m *SummaryDescription) Reset()

func (*SummaryDescription) Size 

func (m *SummaryDescription) Size() (n int)

func (*SummaryDescription) String 

func (m *SummaryDescription) String() string

func (*SummaryDescription) Unmarshal 

func (m *SummaryDescription) Unmarshal(dAtA []byte) error

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,proto3" json:"sample_rate,omitempty"`
	// Number of channels of audio.
	NumChannels int64 `protobuf:"varint,2,opt,name=num_channels,json=numChannels,proto3" json:"num_channels,omitempty"`
	// Length of the audio in frames (samples per channel).
	LengthFrames int64 `protobuf:"varint,3,opt,name=length_frames,json=lengthFrames,proto3" 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,proto3" 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) Marshal 

func (m *Summary_Audio) Marshal() (dAtA []byte, err error)

func (*Summary_Audio) MarshalTo 

func (m *Summary_Audio) MarshalTo(dAtA []byte) (int, error)

func (*Summary_Audio) ProtoMessage 

func (*Summary_Audio) ProtoMessage()

func (*Summary_Audio) Reset 

func (m *Summary_Audio) Reset()

func (*Summary_Audio) Size 

func (m *Summary_Audio) Size() (n int)

func (*Summary_Audio) String 

func (m *Summary_Audio) String() string

func (*Summary_Audio) Unmarshal 

func (m *Summary_Audio) Unmarshal(dAtA []byte) error

type Summary_Image 

type Summary_Image struct {
	// Dimensions of the image.
	Height int32 `protobuf:"varint,1,opt,name=height,proto3" json:"height,omitempty"`
	Width  int32 `protobuf:"varint,2,opt,name=width,proto3" 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,proto3" 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) Marshal 

func (m *Summary_Image) Marshal() (dAtA []byte, err error)

func (*Summary_Image) MarshalTo 

func (m *Summary_Image) MarshalTo(dAtA []byte) (int, error)

func (*Summary_Image) ProtoMessage 

func (*Summary_Image) ProtoMessage()

func (*Summary_Image) Reset 

func (m *Summary_Image) Reset()

func (*Summary_Image) Size 

func (m *Summary_Image) Size() (n int)

func (*Summary_Image) String 

func (m *Summary_Image) String() string

func (*Summary_Image) Unmarshal 

func (m *Summary_Image) Unmarshal(dAtA []byte) error

type Summary_Value 

type Summary_Value struct {
	// Name of the node that output this summary; in general, the name of a
	// TensorSummary node. If the node in question has multiple outputs, then
	// a ":\d+" suffix will be appended, like "some_op:13".
	// Might not be set for legacy summaries (i.e. those not using the tensor
	// value field)
	NodeName string `protobuf:"bytes,7,opt,name=node_name,json=nodeName,proto3" json:"node_name,omitempty"`
	// Tag name for the data.  Will only be used by legacy summaries
	// (ie. those not using the tensor value field)
	// For legacy summaries, will be used as the title of the graph
	// in the visualizer.
	//
	// Tag is usually "op_name:value_name", where "op_name" itself can have
	// structure to indicate grouping.
	Tag string `protobuf:"bytes,1,opt,name=tag,proto3" json:"tag,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) 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) Marshal 

func (m *Summary_Value) Marshal() (dAtA []byte, err error)

func (*Summary_Value) MarshalTo 

func (m *Summary_Value) MarshalTo(dAtA []byte) (int, error)

func (*Summary_Value) ProtoMessage 

func (*Summary_Value) ProtoMessage()

func (*Summary_Value) Reset 

func (m *Summary_Value) Reset()

func (*Summary_Value) Size 

func (m *Summary_Value) Size() (n int)

func (*Summary_Value) String 

func (m *Summary_Value) String() string

func (*Summary_Value) Unmarshal 

func (m *Summary_Value) Unmarshal(dAtA []byte) error

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"`
}

func (*Summary_Value_Audio) MarshalTo 

func (m *Summary_Value_Audio) MarshalTo(dAtA []byte) (int, error)

func (*Summary_Value_Audio) Size 

func (m *Summary_Value_Audio) Size() (n int)

type Summary_Value_Histo 

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

func (*Summary_Value_Histo) MarshalTo 

func (m *Summary_Value_Histo) MarshalTo(dAtA []byte) (int, error)

func (*Summary_Value_Histo) Size 

func (m *Summary_Value_Histo) Size() (n int)

type Summary_Value_Image 

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

func (*Summary_Value_Image) MarshalTo 

func (m *Summary_Value_Image) MarshalTo(dAtA []byte) (int, error)

func (*Summary_Value_Image) Size 

func (m *Summary_Value_Image) Size() (n int)

type Summary_Value_ObsoleteOldStyleHistogram 

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

func (*Summary_Value_ObsoleteOldStyleHistogram) MarshalTo 

func (m *Summary_Value_ObsoleteOldStyleHistogram) MarshalTo(dAtA []byte) (int, error)

func (*Summary_Value_ObsoleteOldStyleHistogram) Size 

func (m *Summary_Value_ObsoleteOldStyleHistogram) Size() (n int)

type Summary_Value_SimpleValue 

type Summary_Value_SimpleValue struct {
	SimpleValue float32 `protobuf:"fixed32,2,opt,name=simple_value,json=simpleValue,proto3,oneof"`
}

func (*Summary_Value_SimpleValue) MarshalTo 

func (m *Summary_Value_SimpleValue) MarshalTo(dAtA []byte) (int, error)

func (*Summary_Value_SimpleValue) Size 

func (m *Summary_Value_SimpleValue) Size() (n int)

type Summary_Value_Tensor 

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

func (*Summary_Value_Tensor) MarshalTo 

func (m *Summary_Value_Tensor) MarshalTo(dAtA []byte) (int, error)

func (*Summary_Value_Tensor) Size 

func (m *Summary_Value_Tensor) Size() (n int)

type TensorDescription 

type TensorDescription struct {
	// Data type of tensor elements
	Dtype DataType `protobuf:"varint,1,opt,name=dtype,proto3,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) Marshal 

func (m *TensorDescription) Marshal() (dAtA []byte, err error)

func (*TensorDescription) MarshalTo 

func (m *TensorDescription) MarshalTo(dAtA []byte) (int, error)

func (*TensorDescription) ProtoMessage 

func (*TensorDescription) ProtoMessage()

func (*TensorDescription) Reset 

func (m *TensorDescription) Reset()

func (*TensorDescription) Size 

func (m *TensorDescription) Size() (n int)

func (*TensorDescription) String 

func (m *TensorDescription) String() string

func (*TensorDescription) Unmarshal 

func (m *TensorDescription) Unmarshal(dAtA []byte) error

type TensorInfo 

type TensorInfo struct {
	Name        string            `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	Dtype       DataType          `protobuf:"varint,2,opt,name=dtype,proto3,enum=tensorflow.DataType" json:"dtype,omitempty"`
	TensorShape *TensorShapeProto `protobuf:"bytes,3,opt,name=tensor_shape,json=tensorShape" json:"tensor_shape,omitempty"`
}

Information about a Tensor necessary for feeding or retrieval.

func (*TensorInfo) Descriptor 

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

func (*TensorInfo) GetDtype 

func (m *TensorInfo) GetDtype() DataType

func (*TensorInfo) GetName 

func (m *TensorInfo) GetName() string

func (*TensorInfo) GetTensorShape 

func (m *TensorInfo) GetTensorShape() *TensorShapeProto

func (*TensorInfo) Marshal 

func (m *TensorInfo) Marshal() (dAtA []byte, err error)

func (*TensorInfo) MarshalTo 

func (m *TensorInfo) MarshalTo(dAtA []byte) (int, error)

func (*TensorInfo) ProtoMessage 

func (*TensorInfo) ProtoMessage()

func (*TensorInfo) Reset 

func (m *TensorInfo) Reset()

func (*TensorInfo) Size 

func (m *TensorInfo) Size() (n int)

func (*TensorInfo) String 

func (m *TensorInfo) String() string

func (*TensorInfo) Unmarshal 

func (m *TensorInfo) Unmarshal(dAtA []byte) error

type TensorProto 

type TensorProto struct {
	Dtype DataType `protobuf:"varint,1,opt,name=dtype,proto3,enum=tensorflow.DataType" json:"dtype,omitempty"`
	// Shape of the tensor.  TODO(touts): sort out the 0-rank issues.
	TensorShape *TensorShapeProto `protobuf:"bytes,2,opt,name=tensor_shape,json=tensorShape" json:"tensor_shape,omitempty"`
	// Version number.
	//
	// In version 0, if the "repeated xxx" representations contain only one
	// element, that element is repeated to fill the shape.  This makes it easy
	// to represent a constant Tensor with a single value.
	VersionNumber int32 `protobuf:"varint,3,opt,name=version_number,json=versionNumber,proto3" json:"version_number,omitempty"`
	// Serialized raw tensor content from either Tensor::AsProtoTensorContent or
	// memcpy in tensorflow::grpc::EncodeTensorToByteBuffer. This representation
	// can be used for all tensor types. The purpose of this representation is to
	// reduce serialization overhead during RPC call by avoiding serialization of
	// many repeated small items.
	TensorContent []byte `protobuf:"bytes,4,opt,name=tensor_content,json=tensorContent,proto3" json:"tensor_content,omitempty"`
	// DT_HALF. 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" 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 []*ResourceHandle `protobuf:"bytes,14,rep,name=resource_handle_val,json=resourceHandleVal" json:"resource_handle_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() []*ResourceHandle

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) GetVersionNumber 

func (m *TensorProto) GetVersionNumber() int32

func (*TensorProto) Marshal 

func (m *TensorProto) Marshal() (dAtA []byte, err error)

func (*TensorProto) MarshalTo 

func (m *TensorProto) MarshalTo(dAtA []byte) (int, error)

func (*TensorProto) ProtoMessage 

func (*TensorProto) ProtoMessage()

func (*TensorProto) Reset 

func (m *TensorProto) Reset()

func (*TensorProto) Size 

func (m *TensorProto) Size() (n int)

func (*TensorProto) String 

func (m *TensorProto) String() string

func (*TensorProto) Unmarshal 

func (m *TensorProto) Unmarshal(dAtA []byte) error

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,proto3" 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) Marshal 

func (m *TensorShapeProto) Marshal() (dAtA []byte, err error)

func (*TensorShapeProto) MarshalTo 

func (m *TensorShapeProto) MarshalTo(dAtA []byte) (int, error)

func (*TensorShapeProto) ProtoMessage 

func (*TensorShapeProto) ProtoMessage()

func (*TensorShapeProto) Reset 

func (m *TensorShapeProto) Reset()

func (*TensorShapeProto) Size 

func (m *TensorShapeProto) Size() (n int)

func (*TensorShapeProto) String 

func (m *TensorShapeProto) String() string

func (*TensorShapeProto) Unmarshal 

func (m *TensorShapeProto) Unmarshal(dAtA []byte) error

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,proto3" json:"size,omitempty"`
	// Optional name of the tensor dimension.
	Name string `protobuf:"bytes,2,opt,name=name,proto3" 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) Marshal 

func (m *TensorShapeProto_Dim) Marshal() (dAtA []byte, err error)

func (*TensorShapeProto_Dim) MarshalTo 

func (m *TensorShapeProto_Dim) MarshalTo(dAtA []byte) (int, error)

func (*TensorShapeProto_Dim) ProtoMessage 

func (*TensorShapeProto_Dim) ProtoMessage()

func (*TensorShapeProto_Dim) Reset 

func (m *TensorShapeProto_Dim) Reset()

func (*TensorShapeProto_Dim) Size 

func (m *TensorShapeProto_Dim) Size() (n int)

func (*TensorShapeProto_Dim) String 

func (m *TensorShapeProto_Dim) String() string

func (*TensorShapeProto_Dim) Unmarshal 

func (m *TensorShapeProto_Dim) Unmarshal(dAtA []byte) error

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) Marshal 

func (m *TensorSliceProto) Marshal() (dAtA []byte, err error)

func (*TensorSliceProto) MarshalTo 

func (m *TensorSliceProto) MarshalTo(dAtA []byte) (int, error)

func (*TensorSliceProto) ProtoMessage 

func (*TensorSliceProto) ProtoMessage()

func (*TensorSliceProto) Reset 

func (m *TensorSliceProto) Reset()

func (*TensorSliceProto) Size 

func (m *TensorSliceProto) Size() (n int)

func (*TensorSliceProto) String 

func (m *TensorSliceProto) String() string

func (*TensorSliceProto) Unmarshal 

func (m *TensorSliceProto) Unmarshal(dAtA []byte) error

type TensorSliceProto_Extent 

type TensorSliceProto_Extent struct {
	// Start index of the slice, starting at 0.
	Start int64 `protobuf:"varint,1,opt,name=start,proto3" 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) Marshal 

func (m *TensorSliceProto_Extent) Marshal() (dAtA []byte, err error)

func (*TensorSliceProto_Extent) MarshalTo 

func (m *TensorSliceProto_Extent) MarshalTo(dAtA []byte) (int, error)

func (*TensorSliceProto_Extent) ProtoMessage 

func (*TensorSliceProto_Extent) ProtoMessage()

func (*TensorSliceProto_Extent) Reset 

func (m *TensorSliceProto_Extent) Reset()

func (*TensorSliceProto_Extent) Size 

func (m *TensorSliceProto_Extent) Size() (n int)

func (*TensorSliceProto_Extent) String 

func (m *TensorSliceProto_Extent) String() string

func (*TensorSliceProto_Extent) Unmarshal 

func (m *TensorSliceProto_Extent) Unmarshal(dAtA []byte) error

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,proto3,oneof"`
}

func (*TensorSliceProto_Extent_Length) MarshalTo 

func (m *TensorSliceProto_Extent_Length) MarshalTo(dAtA []byte) (int, error)

func (*TensorSliceProto_Extent_Length) Size 

func (m *TensorSliceProto_Extent_Length) Size() (n int)

type ThreadPoolOptionProto 

type ThreadPoolOptionProto struct {
	// The number of threads in the pool.
	//
	// 0 means the system picks a value based on where this option proto is used
	// (see the declaration of the specific field for more info).
	NumThreads int32 `protobuf:"varint,1,opt,name=num_threads,json=numThreads,proto3" json:"num_threads,omitempty"`
}

func (*ThreadPoolOptionProto) Descriptor 

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

func (*ThreadPoolOptionProto) GetNumThreads 

func (m *ThreadPoolOptionProto) GetNumThreads() int32

func (*ThreadPoolOptionProto) Marshal 

func (m *ThreadPoolOptionProto) Marshal() (dAtA []byte, err error)

func (*ThreadPoolOptionProto) MarshalTo 

func (m *ThreadPoolOptionProto) MarshalTo(dAtA []byte) (int, error)

func (*ThreadPoolOptionProto) ProtoMessage 

func (*ThreadPoolOptionProto) ProtoMessage()

func (*ThreadPoolOptionProto) Reset 

func (m *ThreadPoolOptionProto) Reset()

func (*ThreadPoolOptionProto) Size 

func (m *ThreadPoolOptionProto) Size() (n int)

func (*ThreadPoolOptionProto) String 

func (m *ThreadPoolOptionProto) String() string

func (*ThreadPoolOptionProto) Unmarshal 

func (m *ThreadPoolOptionProto) Unmarshal(dAtA []byte) error

type TraceOpts 

type TraceOpts struct {
	// Length of the trace to be taken, in seconds.
	Duration float64 `protobuf:"fixed64,1,opt,name=duration,proto3" json:"duration,omitempty"`
	// If true, capture step profile locally in each worker. Currently
	// unimplemented.
	UseStepProfiler bool `protobuf:"varint,2,opt,name=use_step_profiler,json=useStepProfiler,proto3" json:"use_step_profiler,omitempty"`
	// If true, capture kernel events from each worker.
	UseKernelProfiler bool `protobuf:"varint,3,opt,name=use_kernel_profiler,json=useKernelProfiler,proto3" json:"use_kernel_profiler,omitempty"`
	// If true, capture extended profiling events from TensorFlow process.
	UseExtendedProfiler bool `protobuf:"varint,4,opt,name=use_extended_profiler,json=useExtendedProfiler,proto3" json:"use_extended_profiler,omitempty"`
	// If true, capture GPU profiling events locally on each
	// machine. Currently unimplemented.
	UseGpuProfiler bool `protobuf:"varint,5,opt,name=use_gpu_profiler,json=useGpuProfiler,proto3" json:"use_gpu_profiler,omitempty"`
	// If true, collect sampled profile events. Currently unimplemented.
	UseSampleProfiler bool `protobuf:"varint,6,opt,name=use_sample_profiler,json=useSampleProfiler,proto3" json:"use_sample_profiler,omitempty"`
}

func (*TraceOpts) Descriptor 

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

func (*TraceOpts) GetDuration 

func (m *TraceOpts) GetDuration() float64

func (*TraceOpts) GetUseExtendedProfiler 

func (m *TraceOpts) GetUseExtendedProfiler() bool

func (*TraceOpts) GetUseGpuProfiler 

func (m *TraceOpts) GetUseGpuProfiler() bool

func (*TraceOpts) GetUseKernelProfiler 

func (m *TraceOpts) GetUseKernelProfiler() bool

func (*TraceOpts) GetUseSampleProfiler 

func (m *TraceOpts) GetUseSampleProfiler() bool

func (*TraceOpts) GetUseStepProfiler 

func (m *TraceOpts) GetUseStepProfiler() bool

func (*TraceOpts) Marshal 

func (m *TraceOpts) Marshal() (dAtA []byte, err error)

func (*TraceOpts) MarshalTo 

func (m *TraceOpts) MarshalTo(dAtA []byte) (int, error)

func (*TraceOpts) ProtoMessage 

func (*TraceOpts) ProtoMessage()

func (*TraceOpts) Reset 

func (m *TraceOpts) Reset()

func (*TraceOpts) Size 

func (m *TraceOpts) Size() (n int)

func (*TraceOpts) String 

func (m *TraceOpts) String() string

func (*TraceOpts) Unmarshal 

func (m *TraceOpts) Unmarshal(dAtA []byte) error

type TracingRequest 

type TracingRequest struct {
	Options *TraceOpts `protobuf:"bytes,1,opt,name=options" json:"options,omitempty"`
}

Out-of-band request to configure distributed tracing.

func (*TracingRequest) Descriptor 

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

func (*TracingRequest) GetOptions 

func (m *TracingRequest) GetOptions() *TraceOpts

func (*TracingRequest) Marshal 

func (m *TracingRequest) Marshal() (dAtA []byte, err error)

func (*TracingRequest) MarshalTo 

func (m *TracingRequest) MarshalTo(dAtA []byte) (int, error)

func (*TracingRequest) ProtoMessage 

func (*TracingRequest) ProtoMessage()

func (*TracingRequest) Reset 

func (m *TracingRequest) Reset()

func (*TracingRequest) Size 

func (m *TracingRequest) Size() (n int)

func (*TracingRequest) String 

func (m *TracingRequest) String() string

func (*TracingRequest) Unmarshal 

func (m *TracingRequest) Unmarshal(dAtA []byte) error

type TracingResponse 

type TracingResponse struct {
}

func (*TracingResponse) Descriptor 

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

func (*TracingResponse) Marshal 

func (m *TracingResponse) Marshal() (dAtA []byte, err error)

func (*TracingResponse) MarshalTo 

func (m *TracingResponse) MarshalTo(dAtA []byte) (int, error)

func (*TracingResponse) ProtoMessage 

func (*TracingResponse) ProtoMessage()

func (*TracingResponse) Reset 

func (m *TracingResponse) Reset()

func (*TracingResponse) Size 

func (m *TracingResponse) Size() (n int)

func (*TracingResponse) String 

func (m *TracingResponse) String() string

func (*TracingResponse) Unmarshal 

func (m *TracingResponse) Unmarshal(dAtA []byte) error

type ValuesDef 

type ValuesDef struct {
	// Value names that have been seen in this context.
	Values []string `protobuf:"bytes,1,rep,name=values" json:"values,omitempty"`
	// Value names referenced by but external to this context.
	ExternalValues map[string]string `` /* 184-byte string literal not displayed */
}

Protocol buffer representing the values in ControlFlowContext.

func (*ValuesDef) Descriptor 

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

func (*ValuesDef) GetExternalValues 

func (m *ValuesDef) GetExternalValues() map[string]string

func (*ValuesDef) GetValues 

func (m *ValuesDef) GetValues() []string

func (*ValuesDef) Marshal 

func (m *ValuesDef) Marshal() (dAtA []byte, err error)

func (*ValuesDef) MarshalTo 

func (m *ValuesDef) MarshalTo(dAtA []byte) (int, error)

func (*ValuesDef) ProtoMessage 

func (*ValuesDef) ProtoMessage()

func (*ValuesDef) Reset 

func (m *ValuesDef) Reset()

func (*ValuesDef) Size 

func (m *ValuesDef) Size() (n int)

func (*ValuesDef) String 

func (m *ValuesDef) String() string

func (*ValuesDef) Unmarshal 

func (m *ValuesDef) Unmarshal(dAtA []byte) error

type VariableDef 

type VariableDef struct {
	// Name of the variable tensor.
	VariableName string `protobuf:"bytes,1,opt,name=variable_name,json=variableName,proto3" json:"variable_name,omitempty"`
	// Name of the initializer op.
	InitializerName string `protobuf:"bytes,2,opt,name=initializer_name,json=initializerName,proto3" json:"initializer_name,omitempty"`
	// Name of the snapshot tensor.
	SnapshotName string `protobuf:"bytes,3,opt,name=snapshot_name,json=snapshotName,proto3" 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,proto3" json:"is_resource,omitempty"`
}

Protocol buffer representing a Variable.

func (*VariableDef) Descriptor 

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

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) Marshal 

func (m *VariableDef) Marshal() (dAtA []byte, err error)

func (*VariableDef) MarshalTo 

func (m *VariableDef) MarshalTo(dAtA []byte) (int, error)

func (*VariableDef) ProtoMessage 

func (*VariableDef) ProtoMessage()

func (*VariableDef) Reset 

func (m *VariableDef) Reset()

func (*VariableDef) Size 

func (m *VariableDef) Size() (n int)

func (*VariableDef) String 

func (m *VariableDef) String() string

func (*VariableDef) Unmarshal 

func (m *VariableDef) Unmarshal(dAtA []byte) error

type VersionDef 

type VersionDef struct {
	// The version of the code that produced this data.
	Producer int32 `protobuf:"varint,1,opt,name=producer,proto3" 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,proto3" 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) Marshal 

func (m *VersionDef) Marshal() (dAtA []byte, err error)

func (*VersionDef) MarshalTo 

func (m *VersionDef) MarshalTo(dAtA []byte) (int, error)

func (*VersionDef) ProtoMessage 

func (*VersionDef) ProtoMessage()

func (*VersionDef) Reset 

func (m *VersionDef) Reset()

func (*VersionDef) Size 

func (m *VersionDef) Size() (n int)

func (*VersionDef) String 

func (m *VersionDef) String() string

func (*VersionDef) Unmarshal 

func (m *VersionDef) Unmarshal(dAtA []byte) error

type WhileContextDef 

type WhileContextDef struct {
	// Name of the context.
	ContextName string `protobuf:"bytes,1,opt,name=context_name,json=contextName,proto3" json:"context_name,omitempty"`
	// The number of iterations allowed to run in parallel.
	ParallelIterations int32 `protobuf:"varint,2,opt,name=parallel_iterations,json=parallelIterations,proto3" json:"parallel_iterations,omitempty"`
	// Whether backprop is enabled for this while loop.
	BackProp bool `protobuf:"varint,3,opt,name=back_prop,json=backProp,proto3" json:"back_prop,omitempty"`
	// Whether GPU-CPU memory swap is enabled for this loop.
	SwapMemory bool `protobuf:"varint,4,opt,name=swap_memory,json=swapMemory,proto3" json:"swap_memory,omitempty"`
	// Name of the pivot tensor.
	PivotName string `protobuf:"bytes,5,opt,name=pivot_name,json=pivotName,proto3" json:"pivot_name,omitempty"`
	// Name of the pivot_for_pred tensor.
	PivotForPredName string `protobuf:"bytes,6,opt,name=pivot_for_pred_name,json=pivotForPredName,proto3" json:"pivot_for_pred_name,omitempty"`
	// Name of the pivot_for_body tensor.
	PivotForBodyName string `protobuf:"bytes,7,opt,name=pivot_for_body_name,json=pivotForBodyName,proto3" json:"pivot_for_body_name,omitempty"`
	// List of names for exit tensors.
	LoopExitNames []string `protobuf:"bytes,8,rep,name=loop_exit_names,json=loopExitNames" json:"loop_exit_names,omitempty"`
	// List of names for enter tensors.
	LoopEnterNames []string `protobuf:"bytes,10,rep,name=loop_enter_names,json=loopEnterNames" json:"loop_enter_names,omitempty"`
	// Values and external values in control flow context.
	ValuesDef *ValuesDef `protobuf:"bytes,9,opt,name=values_def,json=valuesDef" json:"values_def,omitempty"`
}

Protocol buffer representing a WhileContext object.

func (*WhileContextDef) Descriptor 

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

func (*WhileContextDef) GetBackProp 

func (m *WhileContextDef) GetBackProp() bool

func (*WhileContextDef) GetContextName 

func (m *WhileContextDef) GetContextName() string

func (*WhileContextDef) GetLoopEnterNames 

func (m *WhileContextDef) GetLoopEnterNames() []string

func (*WhileContextDef) GetLoopExitNames 

func (m *WhileContextDef) GetLoopExitNames() []string

func (*WhileContextDef) GetParallelIterations 

func (m *WhileContextDef) GetParallelIterations() int32

func (*WhileContextDef) GetPivotForBodyName 

func (m *WhileContextDef) GetPivotForBodyName() string

func (*WhileContextDef) GetPivotForPredName 

func (m *WhileContextDef) GetPivotForPredName() string

func (*WhileContextDef) GetPivotName 

func (m *WhileContextDef) GetPivotName() string

func (*WhileContextDef) GetSwapMemory 

func (m *WhileContextDef) GetSwapMemory() bool

func (*WhileContextDef) GetValuesDef 

func (m *WhileContextDef) GetValuesDef() *ValuesDef

func (*WhileContextDef) Marshal 

func (m *WhileContextDef) Marshal() (dAtA []byte, err error)

func (*WhileContextDef) MarshalTo 

func (m *WhileContextDef) MarshalTo(dAtA []byte) (int, error)

func (*WhileContextDef) ProtoMessage 

func (*WhileContextDef) ProtoMessage()

func (*WhileContextDef) Reset 

func (m *WhileContextDef) Reset()

func (*WhileContextDef) Size 

func (m *WhileContextDef) Size() (n int)

func (*WhileContextDef) String 

func (m *WhileContextDef) String() string

func (*WhileContextDef) Unmarshal 

func (m *WhileContextDef) Unmarshal(dAtA []byte) error

type WorkerServiceClient 

type WorkerServiceClient interface {
	// See worker.proto for details.
	GetStatus(ctx context.Context, in *GetStatusRequest, opts ...grpc.CallOption) (*GetStatusResponse, error)
	// See worker.proto for details.
	CreateWorkerSession(ctx context.Context, in *CreateWorkerSessionRequest, opts ...grpc.CallOption) (*CreateWorkerSessionResponse, error)
	// See worker.proto for details.
	RegisterGraph(ctx context.Context, in *RegisterGraphRequest, opts ...grpc.CallOption) (*RegisterGraphResponse, error)
	// See worker.proto for details.
	DeregisterGraph(ctx context.Context, in *DeregisterGraphRequest, opts ...grpc.CallOption) (*DeregisterGraphResponse, error)
	// See worker.proto for details.
	RunGraph(ctx context.Context, in *RunGraphRequest, opts ...grpc.CallOption) (*RunGraphResponse, error)
	// See worker.proto for details.
	CleanupGraph(ctx context.Context, in *CleanupGraphRequest, opts ...grpc.CallOption) (*CleanupGraphResponse, error)
	// See worker.proto for details.
	CleanupAll(ctx context.Context, in *CleanupAllRequest, opts ...grpc.CallOption) (*CleanupAllResponse, error)
	// See worker.proto for details.
	RecvTensor(ctx context.Context, in *RecvTensorRequest, opts ...grpc.CallOption) (*RecvTensorResponse, error)
	// See worker.proto for details.
	Logging(ctx context.Context, in *LoggingRequest, opts ...grpc.CallOption) (*LoggingResponse, error)
	// See worker.proto for details.
	Tracing(ctx context.Context, in *TracingRequest, opts ...grpc.CallOption) (*TracingResponse, error)
}

func NewWorkerServiceClient 

func NewWorkerServiceClient(cc *grpc.ClientConn) WorkerServiceClient

type WorkerServiceServer 

type WorkerServiceServer interface {
	// See worker.proto for details.
	GetStatus(context.Context, *GetStatusRequest) (*GetStatusResponse, error)
	// See worker.proto for details.
	CreateWorkerSession(context.Context, *CreateWorkerSessionRequest) (*CreateWorkerSessionResponse, error)
	// See worker.proto for details.
	RegisterGraph(context.Context, *RegisterGraphRequest) (*RegisterGraphResponse, error)
	// See worker.proto for details.
	DeregisterGraph(context.Context, *DeregisterGraphRequest) (*DeregisterGraphResponse, error)
	// See worker.proto for details.
	RunGraph(context.Context, *RunGraphRequest) (*RunGraphResponse, error)
	// See worker.proto for details.
	CleanupGraph(context.Context, *CleanupGraphRequest) (*CleanupGraphResponse, error)
	// See worker.proto for details.
	CleanupAll(context.Context, *CleanupAllRequest) (*CleanupAllResponse, error)
	// See worker.proto for details.
	RecvTensor(context.Context, *RecvTensorRequest) (*RecvTensorResponse, error)
	// See worker.proto for details.
	Logging(context.Context, *LoggingRequest) (*LoggingResponse, error)
	// See worker.proto for details.
	Tracing(context.Context, *TracingRequest) (*TracingResponse, error)
}

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